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Awni Hannun
2024-03-14 12:46:45 -07:00
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commit eede93197d
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@@ -7,7 +7,7 @@
<head>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" /><title>Search - MLX 0.5.0 documentation</title>
<meta name="viewport" content="width=device-width, initial-scale=1.0" /><title>Search - MLX 0.6.0 documentation</title>
@@ -133,8 +133,8 @@
<img src="_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.5.0 documentation - Home"/>
<script>document.write(`<img src="_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.5.0 documentation - Home"/>`);</script>
<img src="_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.6.0 documentation - Home"/>
<script>document.write(`<img src="_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.6.0 documentation - Home"/>`);</script>
</a></div>
@@ -264,6 +264,7 @@
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.greater_equal.html">mlx.core.greater_equal</a></li>
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.identity.html">mlx.core.identity</a></li>
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.inner.html">mlx.core.inner</a></li>
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.isclose.html">mlx.core.isclose</a></li>
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.isnan.html">mlx.core.isnan</a></li>
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.isposinf.html">mlx.core.isposinf</a></li>
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.isneginf.html">mlx.core.isneginf</a></li>
@@ -328,6 +329,8 @@
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.tan.html">mlx.core.tan</a></li>
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.tanh.html">mlx.core.tanh</a></li>
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.tensordot.html">mlx.core.tensordot</a></li>
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<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.topk.html">mlx.core.topk</a></li>
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.transpose.html">mlx.core.transpose</a></li>
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.tri.html">mlx.core.tri</a></li>
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.tril.html">mlx.core.tril</a></li>
@@ -383,9 +386,18 @@
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.linalg.qr.html">mlx.core.linalg.qr</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="python/nn.html">Neural Networks</a><input class="toctree-checkbox" id="toctree-checkbox-8" name="toctree-checkbox-8" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-8"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l1 has-children"><a class="reference internal" href="python/metal.html">Metal</a><input class="toctree-checkbox" id="toctree-checkbox-8" name="toctree-checkbox-8" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-8"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.metal.get_active_memory.html">mlx.core.metal.get_active_memory</a></li>
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.metal.get_peak_memory.html">mlx.core.metal.get_peak_memory</a></li>
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<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.metal.set_memory_limit.html">mlx.core.metal.set_memory_limit</a></li>
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.core.metal.set_cache_limit.html">mlx.core.metal.set_cache_limit</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="python/nn.html">Neural Networks</a><input class="toctree-checkbox" id="toctree-checkbox-9" name="toctree-checkbox-9" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-9"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.nn.value_and_grad.html">mlx.nn.value_and_grad</a></li>
<li class="toctree-l2 has-children"><a class="reference internal" href="python/nn/module.html">Module</a><input class="toctree-checkbox" id="toctree-checkbox-9" name="toctree-checkbox-9" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-9"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Module.state.html">mlx.nn.Module.state</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Module.apply.html">mlx.nn.Module.apply</a></li>
@@ -407,7 +419,7 @@
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Module.update_modules.html">mlx.nn.Module.update_modules</a></li>
</ul>
</li>
<li class="toctree-l2 has-children"><a class="reference internal" href="python/nn/layers.html">Layers</a><input class="toctree-checkbox" id="toctree-checkbox-10" name="toctree-checkbox-10" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-10"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2 has-children"><a class="reference internal" href="python/nn/layers.html">Layers</a><input class="toctree-checkbox" id="toctree-checkbox-11" name="toctree-checkbox-11" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-11"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.ALiBi.html">mlx.nn.ALiBi</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.AvgPool1d.html">mlx.nn.AvgPool1d</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.AvgPool2d.html">mlx.nn.AvgPool2d</a></li>
@@ -420,9 +432,11 @@
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Embedding.html">mlx.nn.Embedding</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.GELU.html">mlx.nn.GELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.GroupNorm.html">mlx.nn.GroupNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.GRU.html">mlx.nn.GRU</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.InstanceNorm.html">mlx.nn.InstanceNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.LayerNorm.html">mlx.nn.LayerNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Linear.html">mlx.nn.Linear</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.LSTM.html">mlx.nn.LSTM</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.MaxPool1d.html">mlx.nn.MaxPool1d</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.MaxPool2d.html">mlx.nn.MaxPool2d</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Mish.html">mlx.nn.Mish</a></li>
@@ -431,6 +445,7 @@
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.SELU.html">mlx.nn.SELU</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Sequential.html">mlx.nn.Sequential</a></li>
@@ -442,7 +457,7 @@
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
</ul>
</li>
<li class="toctree-l2 has-children"><a class="reference internal" href="python/nn/functions.html">Functions</a><input class="toctree-checkbox" id="toctree-checkbox-11" name="toctree-checkbox-11" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-11"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2 has-children"><a class="reference internal" href="python/nn/functions.html">Functions</a><input class="toctree-checkbox" id="toctree-checkbox-12" name="toctree-checkbox-12" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-12"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary_functions/mlx.nn.elu.html">mlx.nn.elu</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary_functions/mlx.nn.gelu.html">mlx.nn.gelu</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary_functions/mlx.nn.gelu_approx.html">mlx.nn.gelu_approx</a></li>
@@ -466,7 +481,7 @@
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary_functions/mlx.nn.tanh.html">mlx.nn.tanh</a></li>
</ul>
</li>
<li class="toctree-l2 has-children"><a class="reference internal" href="python/nn/losses.html">Loss Functions</a><input class="toctree-checkbox" id="toctree-checkbox-12" name="toctree-checkbox-12" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-12"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2 has-children"><a class="reference internal" href="python/nn/losses.html">Loss Functions</a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-13"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary_functions/mlx.nn.losses.binary_cross_entropy.html">mlx.nn.losses.binary_cross_entropy</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary_functions/mlx.nn.losses.cosine_similarity_loss.html">mlx.nn.losses.cosine_similarity_loss</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary_functions/mlx.nn.losses.cross_entropy.html">mlx.nn.losses.cross_entropy</a></li>
@@ -483,7 +498,7 @@
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary_functions/mlx.nn.losses.triplet_loss.html">mlx.nn.losses.triplet_loss</a></li>
</ul>
</li>
<li class="toctree-l2 has-children"><a class="reference internal" href="python/nn/init.html">Initializers</a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-13"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2 has-children"><a class="reference internal" href="python/nn/init.html">Initializers</a><input class="toctree-checkbox" id="toctree-checkbox-14" name="toctree-checkbox-14" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-14"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.init.constant.html">mlx.nn.init.constant</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.init.normal.html">mlx.nn.init.normal</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/nn/_autosummary/mlx.nn.init.uniform.html">mlx.nn.init.uniform</a></li>
@@ -496,15 +511,15 @@
</li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="python/optimizers.html">Optimizers</a><input class="toctree-checkbox" id="toctree-checkbox-15" name="toctree-checkbox-15" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-15"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2 has-children"><a class="reference internal" href="python/optimizers/optimizer.html">Optimizer</a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l3"><a class="reference internal" href="python/optimizers/_autosummary/mlx.optimizers.Optimizer.state.html">mlx.optimizers.Optimizer.state</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/optimizers/_autosummary/mlx.optimizers.Optimizer.apply_gradients.html">mlx.optimizers.Optimizer.apply_gradients</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/optimizers/_autosummary/mlx.optimizers.Optimizer.init.html">mlx.optimizers.Optimizer.init</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/optimizers/_autosummary/mlx.optimizers.Optimizer.update.html">mlx.optimizers.Optimizer.update</a></li>
</ul>
</li>
<li class="toctree-l2 has-children"><a class="reference internal" href="python/optimizers/common_optimizers.html">Common Optimizers</a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2 has-children"><a class="reference internal" href="python/optimizers/common_optimizers.html">Common Optimizers</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-17"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l3"><a class="reference internal" href="python/optimizers/_autosummary/mlx.optimizers.RMSprop.html">mlx.optimizers.RMSprop</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/optimizers/_autosummary/mlx.optimizers.Adagrad.html">mlx.optimizers.Adagrad</a></li>
@@ -516,7 +531,7 @@
<li class="toctree-l3"><a class="reference internal" href="python/optimizers/_autosummary/mlx.optimizers.Lion.html">mlx.optimizers.Lion</a></li>
</ul>
</li>
<li class="toctree-l2 has-children"><a class="reference internal" href="python/optimizers/schedulers.html">Schedulers</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-17"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l3"><a class="reference internal" href="python/optimizers/_autosummary/mlx.optimizers.cosine_decay.html">mlx.optimizers.cosine_decay</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/optimizers/_autosummary/mlx.optimizers.exponential_decay.html">mlx.optimizers.exponential_decay</a></li>
<li class="toctree-l3"><a class="reference internal" href="python/optimizers/_autosummary/mlx.optimizers.join_schedules.html">mlx.optimizers.join_schedules</a></li>
@@ -526,7 +541,7 @@
</li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="python/tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-18" name="toctree-checkbox-18" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-18"><i class="fa-solid fa-chevron-down"></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.utils.tree_unflatten.html">mlx.utils.tree_unflatten</a></li>
<li class="toctree-l2"><a class="reference internal" href="python/_autosummary/mlx.utils.tree_map.html">mlx.utils.tree_map</a></li>