docs update

This commit is contained in:
Awni Hannun
2025-10-17 19:14:56 +00:00
committed by CircleCI Docs
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commit 098d163a6e
2046 changed files with 323202 additions and 2319 deletions
+29 -5
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<meta charset="utf-8" />
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
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</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
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@@ -506,10 +508,15 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
@@ -521,14 +528,20 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l1 has-children"><a class="reference internal" href="../distributed.html">Distributed Communication</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.init.html">mlx.core.distributed.init</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_sum.html">mlx.core.distributed.all_sum</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_gather.html">mlx.core.distributed.all_gather</a></li>
</ul>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-22" name="toctree-checkbox-22" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-22"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
+29 -5
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@@ -8,7 +8,7 @@
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
<title>mlx.core.Dtype &#8212; MLX 0.14.0 documentation</title>
<title>mlx.core.Dtype &#8212; MLX 0.15.0 documentation</title>
@@ -36,7 +36,7 @@
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@@ -131,8 +131,8 @@
<img src="../../_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.14.0 documentation - Home"/>
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</a></div>
@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.view.html">mlx.core.view</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.where.html">mlx.core.where</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros.html">mlx.core.zeros</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
@@ -506,10 +508,15 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
@@ -521,14 +528,20 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.init.html">mlx.core.distributed.init</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_sum.html">mlx.core.distributed.all_sum</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_gather.html">mlx.core.distributed.all_gather</a></li>
</ul>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-22" name="toctree-checkbox-22" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-22"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_unflatten.html">mlx.utils.tree_unflatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.view.html">mlx.core.view</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.where.html">mlx.core.where</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros.html">mlx.core.zeros</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l1 has-children"><a class="reference internal" href="../distributed.html">Distributed Communication</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.Group.html">mlx.core.distributed.Group</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.is_available.html">mlx.core.distributed.is_available</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.init.html">mlx.core.distributed.init</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_sum.html">mlx.core.distributed.all_sum</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_gather.html">mlx.core.distributed.all_gather</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-22" name="toctree-checkbox-22" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-22"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_flatten.html">mlx.utils.tree_flatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_unflatten.html">mlx.utils.tree_unflatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
+29 -5
View File
@@ -8,7 +8,7 @@
<meta charset="utf-8" />
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<script>document.write(`<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.14.0 documentation - Home"/>`);</script>
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<script>document.write(`<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.15.0 documentation - Home"/>`);</script>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.view.html">mlx.core.view</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.where.html">mlx.core.where</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros.html">mlx.core.zeros</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
@@ -521,14 +528,20 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l1 has-children"><a class="reference internal" href="../distributed.html">Distributed Communication</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_sum.html">mlx.core.distributed.all_sum</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_gather.html">mlx.core.distributed.all_gather</a></li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-22" name="toctree-checkbox-22" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-22"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_unflatten.html">mlx.utils.tree_unflatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
+29 -5
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<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros.html">mlx.core.zeros</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l1 has-children"><a class="reference internal" href="../distributed.html">Distributed Communication</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.Group.html">mlx.core.distributed.Group</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.is_available.html">mlx.core.distributed.is_available</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_sum.html">mlx.core.distributed.all_sum</a></li>
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</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-22" name="toctree-checkbox-22" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-22"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_flatten.html">mlx.utils.tree_flatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_unflatten.html">mlx.utils.tree_unflatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
+29 -5
View File
@@ -8,7 +8,7 @@
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
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<title>mlx.core.add &#8212; MLX 0.15.0 documentation</title>
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<script>document.write(`<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.15.0 documentation - Home"/>`);</script>
</a></div>
@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_sum.html">mlx.core.distributed.all_sum</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_unflatten.html">mlx.utils.tree_unflatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
+29 -5
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@@ -8,7 +8,7 @@
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
<title>mlx.core.addmm &#8212; MLX 0.14.0 documentation</title>
<title>mlx.core.addmm &#8212; MLX 0.15.0 documentation</title>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
@@ -521,14 +528,20 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l1 has-children"><a class="reference internal" href="../distributed.html">Distributed Communication</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.Group.html">mlx.core.distributed.Group</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.is_available.html">mlx.core.distributed.is_available</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_sum.html">mlx.core.distributed.all_sum</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_gather.html">mlx.core.distributed.all_gather</a></li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-22" name="toctree-checkbox-22" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-22"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_flatten.html">mlx.utils.tree_flatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_unflatten.html">mlx.utils.tree_unflatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
+29 -5
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@@ -8,7 +8,7 @@
<meta charset="utf-8" />
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.view.html">mlx.core.view</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.where.html">mlx.core.where</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros.html">mlx.core.zeros</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
@@ -506,10 +508,15 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
@@ -521,14 +528,20 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l1 has-children"><a class="reference internal" href="../distributed.html">Distributed Communication</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.Group.html">mlx.core.distributed.Group</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.is_available.html">mlx.core.distributed.is_available</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.init.html">mlx.core.distributed.init</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_sum.html">mlx.core.distributed.all_sum</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_gather.html">mlx.core.distributed.all_gather</a></li>
</ul>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-22" name="toctree-checkbox-22" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-22"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_flatten.html">mlx.utils.tree_flatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_unflatten.html">mlx.utils.tree_unflatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
+29 -5
View File
@@ -8,7 +8,7 @@
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<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
<title>mlx.core.allclose &#8212; MLX 0.14.0 documentation</title>
<title>mlx.core.allclose &#8212; MLX 0.15.0 documentation</title>
@@ -36,7 +36,7 @@
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<script>document.write(`<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.14.0 documentation - Home"/>`);</script>
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<script>document.write(`<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.15.0 documentation - Home"/>`);</script>
</a></div>
@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.view.html">mlx.core.view</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.where.html">mlx.core.where</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros.html">mlx.core.zeros</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
@@ -506,10 +508,15 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
@@ -521,14 +528,20 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l1 has-children"><a class="reference internal" href="../distributed.html">Distributed Communication</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.Group.html">mlx.core.distributed.Group</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.is_available.html">mlx.core.distributed.is_available</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.init.html">mlx.core.distributed.init</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_sum.html">mlx.core.distributed.all_sum</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_gather.html">mlx.core.distributed.all_gather</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-22" name="toctree-checkbox-22" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-22"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_flatten.html">mlx.utils.tree_flatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_unflatten.html">mlx.utils.tree_unflatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
+29 -5
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<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
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<title>mlx.core.any &#8212; MLX 0.15.0 documentation</title>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.view.html">mlx.core.view</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.where.html">mlx.core.where</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros.html">mlx.core.zeros</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
@@ -506,10 +508,15 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
@@ -521,14 +528,20 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l1 has-children"><a class="reference internal" href="../distributed.html">Distributed Communication</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.Group.html">mlx.core.distributed.Group</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.is_available.html">mlx.core.distributed.is_available</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.init.html">mlx.core.distributed.init</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_sum.html">mlx.core.distributed.all_sum</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_gather.html">mlx.core.distributed.all_gather</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-22" name="toctree-checkbox-22" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-22"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_flatten.html">mlx.utils.tree_flatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_unflatten.html">mlx.utils.tree_unflatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
+29 -5
View File
@@ -8,7 +8,7 @@
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
<title>mlx.core.arange &#8212; MLX 0.14.0 documentation</title>
<title>mlx.core.arange &#8212; MLX 0.15.0 documentation</title>
@@ -36,7 +36,7 @@
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<script src="../../_static/documentation_options.js?v=8eac8a5b"></script>
<script src="../../_static/documentation_options.js?v=7276bfb7"></script>
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<script src="../../_static/scripts/sphinx-book-theme.js?v=efea14e4"></script>
@@ -131,8 +131,8 @@
<img src="../../_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.14.0 documentation - Home"/>
<script>document.write(`<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.14.0 documentation - Home"/>`);</script>
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<script>document.write(`<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.15.0 documentation - Home"/>`);</script>
</a></div>
@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.view.html">mlx.core.view</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.where.html">mlx.core.where</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros.html">mlx.core.zeros</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
@@ -506,10 +508,15 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
@@ -521,14 +528,20 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l1 has-children"><a class="reference internal" href="../distributed.html">Distributed Communication</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
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+29 -5
View File
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<title>mlx.core.arccos &#8212; MLX 0.15.0 documentation</title>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.view.html">mlx.core.view</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.where.html">mlx.core.where</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros.html">mlx.core.zeros</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l1 has-children"><a class="reference internal" href="../distributed.html">Distributed Communication</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.Group.html">mlx.core.distributed.Group</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.is_available.html">mlx.core.distributed.is_available</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.init.html">mlx.core.distributed.init</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_sum.html">mlx.core.distributed.all_sum</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_gather.html">mlx.core.distributed.all_gather</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-22" name="toctree-checkbox-22" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-22"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_flatten.html">mlx.utils.tree_flatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_unflatten.html">mlx.utils.tree_unflatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
+29 -5
View File
@@ -8,7 +8,7 @@
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
<title>mlx.core.arccosh &#8212; MLX 0.14.0 documentation</title>
<title>mlx.core.arccosh &#8212; MLX 0.15.0 documentation</title>
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<script>document.write(`<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.14.0 documentation - Home"/>`);</script>
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<script>document.write(`<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.15.0 documentation - Home"/>`);</script>
</a></div>
@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.view.html">mlx.core.view</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.where.html">mlx.core.where</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros.html">mlx.core.zeros</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
@@ -521,14 +528,20 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
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@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
+29 -5
View File
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<title>mlx.core.arcsin &#8212; MLX 0.15.0 documentation</title>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.Group.html">mlx.core.distributed.Group</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.is_available.html">mlx.core.distributed.is_available</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_sum.html">mlx.core.distributed.all_sum</a></li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-22" name="toctree-checkbox-22" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-22"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_flatten.html">mlx.utils.tree_flatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_unflatten.html">mlx.utils.tree_unflatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
+29 -5
View File
@@ -8,7 +8,7 @@
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
<title>mlx.core.arcsinh &#8212; MLX 0.14.0 documentation</title>
<title>mlx.core.arcsinh &#8212; MLX 0.15.0 documentation</title>
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<script>document.write(`<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.14.0 documentation - Home"/>`);</script>
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<script>document.write(`<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.15.0 documentation - Home"/>`);</script>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.view.html">mlx.core.view</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.where.html">mlx.core.where</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros.html">mlx.core.zeros</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.is_available.html">mlx.core.distributed.is_available</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.init.html">mlx.core.distributed.init</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_sum.html">mlx.core.distributed.all_sum</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_unflatten.html">mlx.utils.tree_unflatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
+29 -5
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@@ -8,7 +8,7 @@
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<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
<title>mlx.core.arctan &#8212; MLX 0.14.0 documentation</title>
<title>mlx.core.arctan &#8212; MLX 0.15.0 documentation</title>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.view.html">mlx.core.view</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l1 has-children"><a class="reference internal" href="../distributed.html">Distributed Communication</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.Group.html">mlx.core.distributed.Group</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.is_available.html">mlx.core.distributed.is_available</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_sum.html">mlx.core.distributed.all_sum</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_gather.html">mlx.core.distributed.all_gather</a></li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-22" name="toctree-checkbox-22" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-22"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_flatten.html">mlx.utils.tree_flatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_unflatten.html">mlx.utils.tree_unflatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
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@@ -8,7 +8,7 @@
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<title>mlx.core.arctan2 &#8212; MLX 0.15.0 documentation</title>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.view.html">mlx.core.view</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.where.html">mlx.core.where</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros.html">mlx.core.zeros</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
@@ -506,10 +508,15 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l1 has-children"><a class="reference internal" href="../distributed.html">Distributed Communication</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.Group.html">mlx.core.distributed.Group</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.is_available.html">mlx.core.distributed.is_available</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.init.html">mlx.core.distributed.init</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_sum.html">mlx.core.distributed.all_sum</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_gather.html">mlx.core.distributed.all_gather</a></li>
</ul>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-22" name="toctree-checkbox-22" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-22"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_flatten.html">mlx.utils.tree_flatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_unflatten.html">mlx.utils.tree_unflatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
+29 -5
View File
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<title>mlx.core.arctanh &#8212; MLX 0.15.0 documentation</title>
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<script>document.write(`<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.15.0 documentation - Home"/>`);</script>
</a></div>
@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.view.html">mlx.core.view</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.where.html">mlx.core.where</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros.html">mlx.core.zeros</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
@@ -506,10 +508,15 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
@@ -521,14 +528,20 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l1 has-children"><a class="reference internal" href="../distributed.html">Distributed Communication</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-22" name="toctree-checkbox-22" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-22"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_unflatten.html">mlx.utils.tree_unflatten</a></li>
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+29 -5
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<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
<title>mlx.core.argmax &#8212; MLX 0.14.0 documentation</title>
<title>mlx.core.argmax &#8212; MLX 0.15.0 documentation</title>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.view.html">mlx.core.view</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.where.html">mlx.core.where</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros.html">mlx.core.zeros</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l1 has-children"><a class="reference internal" href="../distributed.html">Distributed Communication</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.Group.html">mlx.core.distributed.Group</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.is_available.html">mlx.core.distributed.is_available</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.init.html">mlx.core.distributed.init</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_sum.html">mlx.core.distributed.all_sum</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_gather.html">mlx.core.distributed.all_gather</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-22" name="toctree-checkbox-22" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-22"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_flatten.html">mlx.utils.tree_flatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_unflatten.html">mlx.utils.tree_unflatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
+29 -5
View File
@@ -8,7 +8,7 @@
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
<title>mlx.core.argmin &#8212; MLX 0.14.0 documentation</title>
<title>mlx.core.argmin &#8212; MLX 0.15.0 documentation</title>
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<script>document.write(`<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.14.0 documentation - Home"/>`);</script>
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<script>document.write(`<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.15.0 documentation - Home"/>`);</script>
</a></div>
@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.view.html">mlx.core.view</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.where.html">mlx.core.where</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros.html">mlx.core.zeros</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
@@ -506,10 +508,15 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
@@ -521,14 +528,20 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
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<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
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<title>mlx.core.argpartition &#8212; MLX 0.15.0 documentation</title>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.init.html">mlx.core.distributed.init</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_sum.html">mlx.core.distributed.all_sum</a></li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-22" name="toctree-checkbox-22" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-22"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_unflatten.html">mlx.utils.tree_unflatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
+29 -5
View File
@@ -8,7 +8,7 @@
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
<title>mlx.core.argsort &#8212; MLX 0.14.0 documentation</title>
<title>mlx.core.argsort &#8212; MLX 0.15.0 documentation</title>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.view.html">mlx.core.view</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.where.html">mlx.core.where</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
@@ -506,10 +508,15 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
@@ -521,14 +528,20 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
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</ul>
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+29 -5
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<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
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</ul>
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+29 -5
View File
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<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
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+29 -5
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@@ -8,7 +8,7 @@
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<title>mlx.core.array.all &#8212; MLX 0.14.0 documentation</title>
<title>mlx.core.array.all &#8212; MLX 0.15.0 documentation</title>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.Group.html">mlx.core.distributed.Group</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.is_available.html">mlx.core.distributed.is_available</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.init.html">mlx.core.distributed.init</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_sum.html">mlx.core.distributed.all_sum</a></li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-22" name="toctree-checkbox-22" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-22"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_flatten.html">mlx.utils.tree_flatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_unflatten.html">mlx.utils.tree_unflatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
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<title>mlx.core.array.any &#8212; MLX 0.15.0 documentation</title>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.view.html">mlx.core.view</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.where.html">mlx.core.where</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l1 has-children"><a class="reference internal" href="../distributed.html">Distributed Communication</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.Group.html">mlx.core.distributed.Group</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.is_available.html">mlx.core.distributed.is_available</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.init.html">mlx.core.distributed.init</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_sum.html">mlx.core.distributed.all_sum</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_gather.html">mlx.core.distributed.all_gather</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-22" name="toctree-checkbox-22" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-22"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_unflatten.html">mlx.utils.tree_unflatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
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<title>mlx.core.array.argmax &#8212; MLX 0.15.0 documentation</title>
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<script>document.write(`<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.14.0 documentation - Home"/>`);</script>
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<script>document.write(`<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.15.0 documentation - Home"/>`);</script>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.view.html">mlx.core.view</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.where.html">mlx.core.where</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros.html">mlx.core.zeros</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
@@ -506,10 +508,15 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
@@ -521,14 +528,20 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-22" name="toctree-checkbox-22" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-22"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_unflatten.html">mlx.utils.tree_unflatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
@@ -521,14 +528,20 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
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@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
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+29 -5
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<title>mlx.core.array.at &#8212; MLX 0.14.0 documentation</title>
<title>mlx.core.array.at &#8212; MLX 0.15.0 documentation</title>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.init.html">mlx.core.distributed.init</a></li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-22" name="toctree-checkbox-22" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-22"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
+29 -5
View File
@@ -8,7 +8,7 @@
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
<title>mlx.core.array.cos &#8212; MLX 0.14.0 documentation</title>
<title>mlx.core.array.cos &#8212; MLX 0.15.0 documentation</title>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
@@ -521,14 +528,20 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
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</ul>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
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</ul>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
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<title>mlx.core.array.cumsum &#8212; MLX 0.15.0 documentation</title>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
@@ -506,10 +508,15 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
@@ -521,14 +528,20 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
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</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
@@ -521,14 +528,20 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
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</ul>
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+29 -5
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
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</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-22" name="toctree-checkbox-22" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-22"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
@@ -521,14 +528,20 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l1 has-children"><a class="reference internal" href="../distributed.html">Distributed Communication</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.Group.html">mlx.core.distributed.Group</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.is_available.html">mlx.core.distributed.is_available</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.init.html">mlx.core.distributed.init</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_sum.html">mlx.core.distributed.all_sum</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_gather.html">mlx.core.distributed.all_gather</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-22" name="toctree-checkbox-22" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-22"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_flatten.html">mlx.utils.tree_flatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_unflatten.html">mlx.utils.tree_unflatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
+32 -5
View File
@@ -8,7 +8,7 @@
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
<title>mlx.core.array &#8212; MLX 0.14.0 documentation</title>
<title>mlx.core.array &#8212; MLX 0.15.0 documentation</title>
@@ -36,7 +36,7 @@
<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=5b4479735964841361fd" />
<script src="../../_static/vendor/fontawesome/6.1.2/js/all.min.js?digest=5b4479735964841361fd"></script>
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<script src="../../_static/documentation_options.js?v=7276bfb7"></script>
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<script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../../_static/scripts/sphinx-book-theme.js?v=efea14e4"></script>
@@ -131,8 +131,8 @@
<img src="../../_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.14.0 documentation - Home"/>
<script>document.write(`<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.14.0 documentation - Home"/>`);</script>
<img src="../../_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.15.0 documentation - Home"/>
<script>document.write(`<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.15.0 documentation - Home"/>`);</script>
</a></div>
@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.view.html">mlx.core.view</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.where.html">mlx.core.where</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros.html">mlx.core.zeros</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
@@ -506,10 +508,15 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
@@ -521,14 +528,20 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l1 has-children"><a class="reference internal" href="../distributed.html">Distributed Communication</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.Group.html">mlx.core.distributed.Group</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.is_available.html">mlx.core.distributed.is_available</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.init.html">mlx.core.distributed.init</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_sum.html">mlx.core.distributed.all_sum</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_gather.html">mlx.core.distributed.all_gather</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-22" name="toctree-checkbox-22" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-22"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_flatten.html">mlx.utils.tree_flatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_unflatten.html">mlx.utils.tree_unflatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
@@ -953,6 +977,9 @@ document.write(`
<tr class="row-even"><td><p><a class="reference internal" href="mlx.core.array.var.html#mlx.core.array.var" title="mlx.core.array.var"><code class="xref py py-obj docutils literal notranslate"><span class="pre">var</span></code></a>(self[, axis, keepdims, ddof, stream])</p></td>
<td><p>See <a class="reference internal" href="mlx.core.var.html#mlx.core.var" title="mlx.core.var"><code class="xref py py-func docutils literal notranslate"><span class="pre">var()</span></code></a>.</p></td>
</tr>
<tr class="row-odd"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">view</span></code>(self, dtype, *[, stream])</p></td>
<td><p>See <a class="reference internal" href="mlx.core.view.html#mlx.core.view" title="mlx.core.view"><code class="xref py py-func docutils literal notranslate"><span class="pre">view()</span></code></a>.</p></td>
</tr>
</tbody>
</table>
<p class="rubric">Attributes</p>
@@ -8,7 +8,7 @@
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
<title>mlx.core.array.item &#8212; MLX 0.14.0 documentation</title>
<title>mlx.core.array.item &#8212; MLX 0.15.0 documentation</title>
@@ -36,7 +36,7 @@
<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=5b4479735964841361fd" />
<script src="../../_static/vendor/fontawesome/6.1.2/js/all.min.js?digest=5b4479735964841361fd"></script>
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<script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../../_static/scripts/sphinx-book-theme.js?v=efea14e4"></script>
@@ -131,8 +131,8 @@
<img src="../../_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.14.0 documentation - Home"/>
<script>document.write(`<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.14.0 documentation - Home"/>`);</script>
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<script>document.write(`<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.15.0 documentation - Home"/>`);</script>
</a></div>
@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.view.html">mlx.core.view</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.where.html">mlx.core.where</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros.html">mlx.core.zeros</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
@@ -506,10 +508,15 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l1 has-children"><a class="reference internal" href="../distributed.html">Distributed Communication</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.init.html">mlx.core.distributed.init</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_sum.html">mlx.core.distributed.all_sum</a></li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-22" name="toctree-checkbox-22" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-22"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_unflatten.html">mlx.utils.tree_unflatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
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<title>mlx.core.array.itemsize &#8212; MLX 0.14.0 documentation</title>
<title>mlx.core.array.itemsize &#8212; MLX 0.15.0 documentation</title>
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<script>document.write(`<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.15.0 documentation - Home"/>`);</script>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.view.html">mlx.core.view</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.where.html">mlx.core.where</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros.html">mlx.core.zeros</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
@@ -506,10 +508,15 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
@@ -521,14 +528,20 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.init.html">mlx.core.distributed.init</a></li>
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+29 -5
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<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
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</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-22" name="toctree-checkbox-22" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-22"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
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<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
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<title>mlx.core.array.log10 &#8212; MLX 0.15.0 documentation</title>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.view.html">mlx.core.view</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.where.html">mlx.core.where</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
@@ -521,14 +528,20 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
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</ul>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-22" name="toctree-checkbox-22" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-22"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
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<title>mlx.core.array.log2 &#8212; MLX 0.15.0 documentation</title>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
@@ -521,14 +528,20 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
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</ul>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
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+29 -5
View File
@@ -8,7 +8,7 @@
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<title>mlx.core.array.max &#8212; MLX 0.15.0 documentation</title>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
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<title>mlx.core.array.mean &#8212; MLX 0.14.0 documentation</title>
<title>mlx.core.array.mean &#8212; MLX 0.15.0 documentation</title>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
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+29 -5
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.view.html">mlx.core.view</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.where.html">mlx.core.where</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros.html">mlx.core.zeros</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
@@ -506,10 +508,15 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.view.html">mlx.core.view</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.where.html">mlx.core.where</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros.html">mlx.core.zeros</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
@@ -506,10 +508,15 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
@@ -521,14 +528,20 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
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</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
@@ -521,14 +528,20 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.init.html">mlx.core.distributed.init</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_sum.html">mlx.core.distributed.all_sum</a></li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-22" name="toctree-checkbox-22" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-22"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
@@ -521,14 +528,20 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
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</ul>
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</ul>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
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</ul>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
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</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.view.html">mlx.core.view</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.where.html">mlx.core.where</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros.html">mlx.core.zeros</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
@@ -506,10 +508,15 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.init.html">mlx.core.distributed.init</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
+29 -5
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<title>mlx.core.array.sin &#8212; MLX 0.15.0 documentation</title>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.view.html">mlx.core.view</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.where.html">mlx.core.where</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros.html">mlx.core.zeros</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
@@ -506,10 +508,15 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
@@ -521,14 +528,20 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
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<title>mlx.core.array.split &#8212; MLX 0.15.0 documentation</title>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
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</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
@@ -521,14 +528,20 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
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<title>mlx.core.array.square &#8212; MLX 0.15.0 documentation</title>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
@@ -521,14 +528,20 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
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</ul>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
+29 -5
View File
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.view.html">mlx.core.view</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.where.html">mlx.core.where</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros.html">mlx.core.zeros</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l1 has-children"><a class="reference internal" href="../distributed.html">Distributed Communication</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.Group.html">mlx.core.distributed.Group</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.is_available.html">mlx.core.distributed.is_available</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.init.html">mlx.core.distributed.init</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_sum.html">mlx.core.distributed.all_sum</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_gather.html">mlx.core.distributed.all_gather</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-22" name="toctree-checkbox-22" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-22"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_unflatten.html">mlx.utils.tree_unflatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
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<script>document.write(`<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.14.0 documentation - Home"/>`);</script>
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<script>document.write(`<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.15.0 documentation - Home"/>`);</script>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.view.html">mlx.core.view</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.where.html">mlx.core.where</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros.html">mlx.core.zeros</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
@@ -506,10 +508,15 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
@@ -521,14 +528,20 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
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+29 -5
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.init.html">mlx.core.distributed.init</a></li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-22" name="toctree-checkbox-22" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-22"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.view.html">mlx.core.view</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.where.html">mlx.core.where</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros.html">mlx.core.zeros</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
@@ -521,14 +528,20 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.init.html">mlx.core.distributed.init</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_sum.html">mlx.core.distributed.all_sum</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_gather.html">mlx.core.distributed.all_gather</a></li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-22" name="toctree-checkbox-22" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-22"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_flatten.html">mlx.utils.tree_flatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_unflatten.html">mlx.utils.tree_unflatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
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<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
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<title>mlx.core.atleast_1d &#8212; MLX 0.15.0 documentation</title>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.view.html">mlx.core.view</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.where.html">mlx.core.where</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
@@ -521,14 +528,20 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
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</ul>
</li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_sum.html">mlx.core.distributed.all_sum</a></li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-22" name="toctree-checkbox-22" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-22"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_flatten.html">mlx.utils.tree_flatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_unflatten.html">mlx.utils.tree_unflatten</a></li>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.view.html">mlx.core.view</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
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<title>mlx.core.bitwise_or &#8212; MLX 0.15.0 documentation</title>
@@ -36,7 +36,7 @@
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<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
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</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
@@ -506,10 +508,15 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l1 has-children"><a class="reference internal" href="../distributed.html">Distributed Communication</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.init.html">mlx.core.distributed.init</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_gather.html">mlx.core.distributed.all_gather</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
@@ -506,10 +508,15 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
@@ -521,14 +528,20 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.init.html">mlx.core.distributed.init</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_sum.html">mlx.core.distributed.all_sum</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_gather.html">mlx.core.distributed.all_gather</a></li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-22" name="toctree-checkbox-22" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-22"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_unflatten.html">mlx.utils.tree_unflatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
@@ -521,14 +528,20 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
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+29 -5
View File
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<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
<title>mlx.core.ceil &#8212; MLX 0.14.0 documentation</title>
<title>mlx.core.ceil &#8212; MLX 0.15.0 documentation</title>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.Group.html">mlx.core.distributed.Group</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.is_available.html">mlx.core.distributed.is_available</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.init.html">mlx.core.distributed.init</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_sum.html">mlx.core.distributed.all_sum</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_gather.html">mlx.core.distributed.all_gather</a></li>
</ul>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-22" name="toctree-checkbox-22" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-22"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_flatten.html">mlx.utils.tree_flatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_unflatten.html">mlx.utils.tree_unflatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
+29 -5
View File
@@ -8,7 +8,7 @@
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
<title>mlx.core.clip &#8212; MLX 0.14.0 documentation</title>
<title>mlx.core.clip &#8212; MLX 0.15.0 documentation</title>
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<script>document.write(`<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.15.0 documentation - Home"/>`);</script>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.view.html">mlx.core.view</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.where.html">mlx.core.where</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros.html">mlx.core.zeros</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
@@ -506,10 +508,15 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
@@ -521,14 +528,20 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
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</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_gather.html">mlx.core.distributed.all_gather</a></li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-22" name="toctree-checkbox-22" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-22"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_flatten.html">mlx.utils.tree_flatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_unflatten.html">mlx.utils.tree_unflatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
+29 -5
View File
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<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.where.html">mlx.core.where</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros.html">mlx.core.zeros</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
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</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l1 has-children"><a class="reference internal" href="../distributed.html">Distributed Communication</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.Group.html">mlx.core.distributed.Group</a></li>
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</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-22" name="toctree-checkbox-22" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-22"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_flatten.html">mlx.utils.tree_flatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_unflatten.html">mlx.utils.tree_unflatten</a></li>
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<script>document.write(`<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.15.0 documentation - Home"/>`);</script>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.view.html">mlx.core.view</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.where.html">mlx.core.where</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros.html">mlx.core.zeros</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
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+29 -5
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@@ -8,7 +8,7 @@
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
<title>mlx.core.conj &#8212; MLX 0.14.0 documentation</title>
<title>mlx.core.conj &#8212; MLX 0.15.0 documentation</title>
@@ -36,7 +36,7 @@
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
@@ -521,14 +528,20 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.Group.html">mlx.core.distributed.Group</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.is_available.html">mlx.core.distributed.is_available</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.init.html">mlx.core.distributed.init</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_sum.html">mlx.core.distributed.all_sum</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_gather.html">mlx.core.distributed.all_gather</a></li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-22" name="toctree-checkbox-22" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-22"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_flatten.html">mlx.utils.tree_flatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_unflatten.html">mlx.utils.tree_unflatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
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<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
<title>mlx.core.conjugate &#8212; MLX 0.14.0 documentation</title>
<title>mlx.core.conjugate &#8212; MLX 0.15.0 documentation</title>
@@ -36,7 +36,7 @@
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
@@ -506,10 +508,15 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
@@ -521,14 +528,20 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l1 has-children"><a class="reference internal" href="../distributed.html">Distributed Communication</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.Group.html">mlx.core.distributed.Group</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.is_available.html">mlx.core.distributed.is_available</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.init.html">mlx.core.distributed.init</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_sum.html">mlx.core.distributed.all_sum</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_gather.html">mlx.core.distributed.all_gather</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-22" name="toctree-checkbox-22" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-22"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_unflatten.html">mlx.utils.tree_unflatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
+29 -6
View File
@@ -8,7 +8,7 @@
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
<title>mlx.core.conv1d &#8212; MLX 0.14.0 documentation</title>
<title>mlx.core.conv1d &#8212; MLX 0.15.0 documentation</title>
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</a></div>
@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.view.html">mlx.core.view</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.where.html">mlx.core.where</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros.html">mlx.core.zeros</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
@@ -506,10 +508,15 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
@@ -521,14 +528,20 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
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@@ -816,7 +840,6 @@ document.write(`
<dt class="sig sig-object py" id="mlx.core.conv1d">
<span class="sig-name descname"><span class="pre">conv1d</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">input</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="mlx.core.array.html#mlx.core.array" title="mlx.core.array"><span class="pre">array</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">weight</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="mlx.core.array.html#mlx.core.array" title="mlx.core.array"><span class="pre">array</span></a></span></em>, <em class="sig-param"><span class="o"><span class="pre">/</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">stride</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.12)"><span class="pre">int</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">padding</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.12)"><span class="pre">int</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dilation</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.12)"><span class="pre">int</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">groups</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.12)"><span class="pre">int</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">stream</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.12)"><span class="pre">None</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference internal" href="stream_class.html#mlx.core.Stream" title="mlx.core.Stream"><span class="pre">Stream</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference internal" href="mlx.core.Device.html#mlx.core.Device" title="mlx.core.Device"><span class="pre">Device</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="mlx.core.array.html#mlx.core.array" title="mlx.core.array"><span class="pre">array</span></a></span></span><a class="headerlink" href="#mlx.core.conv1d" title="Link to this definition">#</a></dt>
<dd><p>1D convolution over an input with several channels</p>
<p>Note: Only the default <code class="docutils literal notranslate"><span class="pre">groups=1</span></code> is currently supported.</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters<span class="colon">:</span></dt>
<dd class="field-odd"><ul class="simple">
File diff suppressed because one or more lines are too long
File diff suppressed because one or more lines are too long
+29 -5
View File
@@ -8,7 +8,7 @@
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
<title>mlx.core.convolve &#8212; MLX 0.14.0 documentation</title>
<title>mlx.core.convolve &#8212; MLX 0.15.0 documentation</title>
@@ -36,7 +36,7 @@
<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=5b4479735964841361fd" />
<script src="../../_static/vendor/fontawesome/6.1.2/js/all.min.js?digest=5b4479735964841361fd"></script>
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@@ -131,8 +131,8 @@
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<script>document.write(`<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.14.0 documentation - Home"/>`);</script>
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<script>document.write(`<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.15.0 documentation - Home"/>`);</script>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
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@@ -506,10 +508,15 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
@@ -521,14 +528,20 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
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</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l1 has-children"><a class="reference internal" href="../distributed.html">Distributed Communication</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
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+29 -5
View File
@@ -8,7 +8,7 @@
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
<title>mlx.core.cos &#8212; MLX 0.14.0 documentation</title>
<title>mlx.core.cos &#8212; MLX 0.15.0 documentation</title>
@@ -36,7 +36,7 @@
<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=5b4479735964841361fd" />
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@@ -131,8 +131,8 @@
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
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@@ -506,10 +508,15 @@
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
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+29 -5
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<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
<title>mlx.core.cosh &#8212; MLX 0.14.0 documentation</title>
<title>mlx.core.cosh &#8212; MLX 0.15.0 documentation</title>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_flatten.html">mlx.utils.tree_flatten</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
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<title>mlx.core.cummax &#8212; MLX 0.15.0 documentation</title>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.view.html">mlx.core.view</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.where.html">mlx.core.where</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros.html">mlx.core.zeros</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
@@ -506,10 +508,15 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l1 has-children"><a class="reference internal" href="../distributed.html">Distributed Communication</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.Group.html">mlx.core.distributed.Group</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.is_available.html">mlx.core.distributed.is_available</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.init.html">mlx.core.distributed.init</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_sum.html">mlx.core.distributed.all_sum</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_gather.html">mlx.core.distributed.all_gather</a></li>
</ul>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-22" name="toctree-checkbox-22" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-22"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_flatten.html">mlx.utils.tree_flatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_unflatten.html">mlx.utils.tree_unflatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
+29 -5
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<script>document.write(`<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.14.0 documentation - Home"/>`);</script>
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<script>document.write(`<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.15.0 documentation - Home"/>`);</script>
</a></div>
@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.view.html">mlx.core.view</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.where.html">mlx.core.where</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros.html">mlx.core.zeros</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
@@ -506,10 +508,15 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
@@ -521,14 +528,20 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l1 has-children"><a class="reference internal" href="../distributed.html">Distributed Communication</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_unflatten.html">mlx.utils.tree_unflatten</a></li>
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+29 -5
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<title>mlx.core.cumprod &#8212; MLX 0.15.0 documentation</title>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.view.html">mlx.core.view</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.where.html">mlx.core.where</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros.html">mlx.core.zeros</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l1 has-children"><a class="reference internal" href="../distributed.html">Distributed Communication</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.Group.html">mlx.core.distributed.Group</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.is_available.html">mlx.core.distributed.is_available</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.init.html">mlx.core.distributed.init</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_sum.html">mlx.core.distributed.all_sum</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_gather.html">mlx.core.distributed.all_gather</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-22" name="toctree-checkbox-22" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-22"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_flatten.html">mlx.utils.tree_flatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_unflatten.html">mlx.utils.tree_unflatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
+29 -5
View File
@@ -8,7 +8,7 @@
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
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<title>mlx.core.cumsum &#8212; MLX 0.15.0 documentation</title>
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<script>document.write(`<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.14.0 documentation - Home"/>`);</script>
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<script>document.write(`<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.15.0 documentation - Home"/>`);</script>
</a></div>
@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.view.html">mlx.core.view</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.where.html">mlx.core.where</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros.html">mlx.core.zeros</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
@@ -521,14 +528,20 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-22" name="toctree-checkbox-22" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-22"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
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<title>mlx.core.default_device &#8212; MLX 0.15.0 documentation</title>
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<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
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<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.view.html">mlx.core.view</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.where.html">mlx.core.where</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros.html">mlx.core.zeros</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.Group.html">mlx.core.distributed.Group</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.is_available.html">mlx.core.distributed.is_available</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.init.html">mlx.core.distributed.init</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_sum.html">mlx.core.distributed.all_sum</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_gather.html">mlx.core.distributed.all_gather</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-22" name="toctree-checkbox-22" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-22"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_flatten.html">mlx.utils.tree_flatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_unflatten.html">mlx.utils.tree_unflatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
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<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
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<title>mlx.core.default_stream &#8212; MLX 0.15.0 documentation</title>
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<script>document.write(`<img src="../../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.14.0 documentation - Home"/>`);</script>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.view.html">mlx.core.view</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.where.html">mlx.core.where</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros.html">mlx.core.zeros</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
@@ -506,10 +508,15 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GLU.html">mlx.nn.GLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
@@ -521,14 +528,20 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>
+29 -5
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<title>mlx.core.degrees &#8212; MLX 0.15.0 documentation</title>
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@@ -163,6 +163,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../usage/function_transforms.html">Function Transforms</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/compile.html">Compilation</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/numpy.html">Conversion to NumPy and Other Frameworks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/distributed.html">Distributed Communication</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../usage/using_streams.html">Using Streams</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
@@ -392,6 +393,7 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.core.tril.html">mlx.core.tril</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.triu.html">mlx.core.triu</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.var.html">mlx.core.var</a></li>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.zeros_like.html">mlx.core.zeros_like</a></li>
@@ -506,10 +508,15 @@
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardShrink.html">mlx.nn.HardShrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LeakyReLU.html">mlx.nn.LeakyReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
@@ -521,14 +528,20 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
@@ -539,6 +552,8 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.gelu_fast_approx.html">mlx.nn.gelu_fast_approx</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
@@ -551,6 +566,7 @@
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
<li class="toctree-l3"><a class="reference internal" href="../nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
@@ -618,7 +634,15 @@
<li class="toctree-l2"><a class="reference internal" href="mlx.optimizers.clip_grad_norm.html">mlx.optimizers.clip_grad_norm</a></li>
</ul>
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<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.init.html">mlx.core.distributed.init</a></li>
<li class="toctree-l2"><a class="reference internal" href="mlx.core.distributed.all_sum.html">mlx.core.distributed.all_sum</a></li>
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