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<li class="toctree-l1 has-children"><a class="reference internal" href="../python/export.html">Export Functions</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../python/metal.html">Metal</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../python/nn.html">Neural Networks</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
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<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.freeze.html">mlx.nn.Module.freeze</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.leaf_modules.html">mlx.nn.Module.leaf_modules</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.load_weights.html">mlx.nn.Module.load_weights</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.modules.html">mlx.nn.Module.modules</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.named_modules.html">mlx.nn.Module.named_modules</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.parameters.html">mlx.nn.Module.parameters</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.save_weights.html">mlx.nn.Module.save_weights</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.set_dtype.html">mlx.nn.Module.set_dtype</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.train.html">mlx.nn.Module.train</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.trainable_parameters.html">mlx.nn.Module.trainable_parameters</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.unfreeze.html">mlx.nn.Module.unfreeze</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Module.update.html">mlx.nn.Module.update</a></li>
|
||
<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>
|
||
</details></li>
|
||
<li class="toctree-l2 has-children"><a class="reference internal" href="../python/nn/layers.html">Layers</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><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>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.AvgPool3d.html">mlx.nn.AvgPool3d</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.BatchNorm.html">mlx.nn.BatchNorm</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.CELU.html">mlx.nn.CELU</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Conv1d.html">mlx.nn.Conv1d</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Conv2d.html">mlx.nn.Conv2d</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Conv3d.html">mlx.nn.Conv3d</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.ConvTranspose1d.html">mlx.nn.ConvTranspose1d</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.ConvTranspose2d.html">mlx.nn.ConvTranspose2d</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.ConvTranspose3d.html">mlx.nn.ConvTranspose3d</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Dropout.html">mlx.nn.Dropout</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Dropout2d.html">mlx.nn.Dropout2d</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
|
||
<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.ELU.html">mlx.nn.ELU</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.GLU.html">mlx.nn.GLU</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.HardShrink.html">mlx.nn.HardShrink</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.HardTanh.html">mlx.nn.HardTanh</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Hardswish.html">mlx.nn.Hardswish</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.LeakyReLU.html">mlx.nn.LeakyReLU</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.LogSigmoid.html">mlx.nn.LogSigmoid</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.LogSoftmax.html">mlx.nn.LogSoftmax</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.MaxPool3d.html">mlx.nn.MaxPool3d</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Mish.html">mlx.nn.Mish</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.MultiHeadAttention.html">mlx.nn.MultiHeadAttention</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.PReLU.html">mlx.nn.PReLU</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.QuantizedEmbedding.html">mlx.nn.QuantizedEmbedding</a></li>
|
||
<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.ReLU6.html">mlx.nn.ReLU6</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>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Sigmoid.html">mlx.nn.Sigmoid</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.SiLU.html">mlx.nn.SiLU</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.SinusoidalPositionalEncoding.html">mlx.nn.SinusoidalPositionalEncoding</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Softmin.html">mlx.nn.Softmin</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Softshrink.html">mlx.nn.Softshrink</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Softsign.html">mlx.nn.Softsign</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Softmax.html">mlx.nn.Softmax</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Softplus.html">mlx.nn.Softplus</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Step.html">mlx.nn.Step</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Tanh.html">mlx.nn.Tanh</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Transformer.html">mlx.nn.Transformer</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Upsample.html">mlx.nn.Upsample</a></li>
|
||
</ul>
|
||
</details></li>
|
||
<li class="toctree-l2 has-children"><a class="reference internal" href="../python/nn/functions.html">Functions</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><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.celu.html">mlx.nn.celu</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>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/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="../python/nn/_autosummary_functions/mlx.nn.glu.html">mlx.nn.glu</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.hard_shrink.html">mlx.nn.hard_shrink</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.hard_tanh.html">mlx.nn.hard_tanh</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.hardswish.html">mlx.nn.hardswish</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.leaky_relu.html">mlx.nn.leaky_relu</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.log_sigmoid.html">mlx.nn.log_sigmoid</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.log_softmax.html">mlx.nn.log_softmax</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.mish.html">mlx.nn.mish</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.prelu.html">mlx.nn.prelu</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.relu.html">mlx.nn.relu</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.relu6.html">mlx.nn.relu6</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.selu.html">mlx.nn.selu</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.silu.html">mlx.nn.silu</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.softmax.html">mlx.nn.softmax</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.softmin.html">mlx.nn.softmin</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.softplus.html">mlx.nn.softplus</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.softshrink.html">mlx.nn.softshrink</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.step.html">mlx.nn.step</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.tanh.html">mlx.nn.tanh</a></li>
|
||
</ul>
|
||
</details></li>
|
||
<li class="toctree-l2 has-children"><a class="reference internal" href="../python/nn/losses.html">Loss Functions</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><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>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.losses.gaussian_nll_loss.html">mlx.nn.losses.gaussian_nll_loss</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.losses.hinge_loss.html">mlx.nn.losses.hinge_loss</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.losses.huber_loss.html">mlx.nn.losses.huber_loss</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.losses.kl_div_loss.html">mlx.nn.losses.kl_div_loss</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.losses.l1_loss.html">mlx.nn.losses.l1_loss</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.losses.log_cosh_loss.html">mlx.nn.losses.log_cosh_loss</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.losses.margin_ranking_loss.html">mlx.nn.losses.margin_ranking_loss</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.losses.mse_loss.html">mlx.nn.losses.mse_loss</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.losses.nll_loss.html">mlx.nn.losses.nll_loss</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary_functions/mlx.nn.losses.smooth_l1_loss.html">mlx.nn.losses.smooth_l1_loss</a></li>
|
||
<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>
|
||
</details></li>
|
||
<li class="toctree-l2 has-children"><a class="reference internal" href="../python/nn/init.html">Initializers</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><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>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.init.identity.html">mlx.nn.init.identity</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.init.glorot_normal.html">mlx.nn.init.glorot_normal</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.init.glorot_uniform.html">mlx.nn.init.glorot_uniform</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.init.he_normal.html">mlx.nn.init.he_normal</a></li>
|
||
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.init.he_uniform.html">mlx.nn.init.he_uniform</a></li>
|
||
</ul>
|
||
</details></li>
|
||
</ul>
|
||
</details></li>
|
||
<li class="toctree-l1 has-children"><a class="reference internal" href="../python/optimizers.html">Optimizers</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
|
||
<li class="toctree-l2 has-children"><a class="reference internal" href="../python/optimizers/optimizer.html">Optimizer</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><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>
|
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<li class="toctree-l3"><a class="reference internal" href="../python/optimizers/_autosummary/mlx.optimizers.Optimizer.init.html">mlx.optimizers.Optimizer.init</a></li>
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<div id="jb-print-docs-body" class="onlyprint">
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<h1>Using MLX in C++</h1>
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<!-- Table of contents -->
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<div id="jb-print-toc">
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<section id="using-mlx-in-c">
|
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<span id="mlx-in-cpp"></span><h1>Using MLX in C++<a class="headerlink" href="#using-mlx-in-c" title="Link to this heading">#</a></h1>
|
||
<p>You can use MLX in a C++ project with CMake.</p>
|
||
<div class="admonition note">
|
||
<p class="admonition-title">Note</p>
|
||
<p>This guide is based one the following <a class="reference external" href="https://github.com/ml-explore/mlx/tree/main/examples/cmake_project">example using MLX in C++</a></p>
|
||
</div>
|
||
<p>First install MLX:</p>
|
||
<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>pip<span class="w"> </span>install<span class="w"> </span>-U<span class="w"> </span>mlx
|
||
</pre></div>
|
||
</div>
|
||
<p>You can also install the MLX Python package from source or just the C++
|
||
library. For more information see the <a class="reference internal" href="../install.html#build-and-install"><span class="std std-ref">documentation on installing MLX</span></a>.</p>
|
||
<p>Next make an example program in <code class="docutils literal notranslate"><span class="pre">example.cpp</span></code>:</p>
|
||
<div class="highlight-C++ notranslate"><div class="highlight"><pre><span></span><span class="cp">#include</span><span class="w"> </span><span class="cpf"><iostream></span>
|
||
|
||
<span class="cp">#include</span><span class="w"> </span><span class="cpf">"mlx/mlx.h"</span>
|
||
|
||
<span class="k">namespace</span><span class="w"> </span><span class="nn">mx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="nn">mlx</span><span class="o">::</span><span class="nn">core</span><span class="p">;</span>
|
||
|
||
<span class="kt">int</span><span class="w"> </span><span class="nf">main</span><span class="p">()</span><span class="w"> </span><span class="p">{</span>
|
||
<span class="w"> </span><span class="k">auto</span><span class="w"> </span><span class="n">x</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">mx</span><span class="o">::</span><span class="n">array</span><span class="p">({</span><span class="mi">1</span><span class="p">,</span><span class="w"> </span><span class="mi">2</span><span class="p">,</span><span class="w"> </span><span class="mi">3</span><span class="p">});</span>
|
||
<span class="w"> </span><span class="k">auto</span><span class="w"> </span><span class="n">y</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">mx</span><span class="o">::</span><span class="n">array</span><span class="p">({</span><span class="mi">1</span><span class="p">,</span><span class="w"> </span><span class="mi">2</span><span class="p">,</span><span class="w"> </span><span class="mi">3</span><span class="p">});</span>
|
||
<span class="w"> </span><span class="n">std</span><span class="o">::</span><span class="n">cout</span><span class="w"> </span><span class="o"><<</span><span class="w"> </span><span class="n">x</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">y</span><span class="w"> </span><span class="o"><<</span><span class="w"> </span><span class="n">std</span><span class="o">::</span><span class="n">endl</span><span class="p">;</span>
|
||
<span class="w"> </span><span class="k">return</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span>
|
||
<span class="p">}</span>
|
||
</pre></div>
|
||
</div>
|
||
<p>The next step is to setup a CMake file in <code class="docutils literal notranslate"><span class="pre">CMakeLists.txt</span></code>:</p>
|
||
<div class="highlight-cmake notranslate"><div class="highlight"><pre><span></span><span class="nb">cmake_minimum_required</span><span class="p">(</span><span class="s">VERSION</span><span class="w"> </span><span class="s">3.27</span><span class="p">)</span>
|
||
|
||
<span class="nb">project</span><span class="p">(</span><span class="s">example</span><span class="w"> </span><span class="s">LANGUAGES</span><span class="w"> </span><span class="s">CXX</span><span class="p">)</span>
|
||
|
||
<span class="nb">set</span><span class="p">(</span><span class="s">CMAKE_CXX_STANDARD</span><span class="w"> </span><span class="s">17</span><span class="p">)</span>
|
||
<span class="nb">set</span><span class="p">(</span><span class="s">CMAKE_CXX_STANDARD_REQUIRED</span><span class="w"> </span><span class="s">ON</span><span class="p">)</span>
|
||
</pre></div>
|
||
</div>
|
||
<p>Depending on how you installed MLX, you may need to tell CMake where to
|
||
find it.</p>
|
||
<p>If you installed MLX with Python, then add the following to the CMake file:</p>
|
||
<div class="highlight-cmake notranslate"><div class="highlight"><pre><span></span><span class="nb">find_package</span><span class="p">(</span>
|
||
<span class="w"> </span><span class="s">Python</span><span class="w"> </span><span class="s">3.9</span>
|
||
<span class="w"> </span><span class="s">COMPONENTS</span><span class="w"> </span><span class="s">Interpreter</span><span class="w"> </span><span class="s">Development.Module</span>
|
||
<span class="w"> </span><span class="s">REQUIRED</span><span class="p">)</span>
|
||
<span class="nb">execute_process</span><span class="p">(</span>
|
||
<span class="w"> </span><span class="s">COMMAND</span><span class="w"> </span><span class="s2">"${Python_EXECUTABLE}"</span><span class="w"> </span><span class="s">-m</span><span class="w"> </span><span class="s">mlx</span><span class="w"> </span><span class="s">--cmake-dir</span>
|
||
<span class="w"> </span><span class="s">OUTPUT_STRIP_TRAILING_WHITESPACE</span>
|
||
<span class="w"> </span><span class="s">OUTPUT_VARIABLE</span><span class="w"> </span><span class="s">MLX_ROOT</span><span class="p">)</span>
|
||
</pre></div>
|
||
</div>
|
||
<p>If you installed the MLX C++ package to a system path, then CMake should be
|
||
able to find it. If you installed it to a non-standard location or CMake can’t
|
||
find MLX then set <code class="docutils literal notranslate"><span class="pre">MLX_ROOT</span></code> to the location where MLX is installed:</p>
|
||
<div class="highlight-cmake notranslate"><div class="highlight"><pre><span></span><span class="nb">set</span><span class="p">(</span><span class="s">MLX_ROOT</span><span class="w"> </span><span class="s2">"/path/to/mlx/"</span><span class="p">)</span>
|
||
</pre></div>
|
||
</div>
|
||
<p>Next, instruct CMake to find MLX:</p>
|
||
<div class="highlight-cmake notranslate"><div class="highlight"><pre><span></span><span class="nb">find_package</span><span class="p">(</span><span class="s">MLX</span><span class="w"> </span><span class="s">CONFIG</span><span class="w"> </span><span class="s">REQUIRED</span><span class="p">)</span>
|
||
</pre></div>
|
||
</div>
|
||
<p>Finally, add the <code class="docutils literal notranslate"><span class="pre">example.cpp</span></code> program as an executable and link MLX.</p>
|
||
<div class="highlight-cmake notranslate"><div class="highlight"><pre><span></span><span class="nb">add_executable</span><span class="p">(</span><span class="s">example</span><span class="w"> </span><span class="s">example.cpp</span><span class="p">)</span>
|
||
<span class="nb">target_link_libraries</span><span class="p">(</span><span class="s">example</span><span class="w"> </span><span class="s">PRIVATE</span><span class="w"> </span><span class="s">mlx</span><span class="p">)</span>
|
||
</pre></div>
|
||
</div>
|
||
<p>You can build the example with:</p>
|
||
<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>cmake<span class="w"> </span>-B<span class="w"> </span>build<span class="w"> </span>-DCMAKE_BUILD_TYPE<span class="o">=</span>Release
|
||
cmake<span class="w"> </span>--build<span class="w"> </span>build
|
||
</pre></div>
|
||
</div>
|
||
<p>And run it with:</p>
|
||
<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>./build/example
|
||
</pre></div>
|
||
</div>
|
||
<p>Note <code class="docutils literal notranslate"><span class="pre">find_package(MLX</span> <span class="pre">CONFIG</span> <span class="pre">REQUIRED)</span></code> sets the following variables:</p>
|
||
<div class="pst-scrollable-table-container"><table class="table" id="id1">
|
||
<caption><span class="caption-text">Package Variables</span><a class="headerlink" href="#id1" title="Link to this table">#</a></caption>
|
||
<colgroup>
|
||
<col style="width: 50.0%" />
|
||
<col style="width: 50.0%" />
|
||
</colgroup>
|
||
<thead>
|
||
<tr class="row-odd"><th class="head"><p>Variable</p></th>
|
||
<th class="head"><p>Description</p></th>
|
||
</tr>
|
||
</thead>
|
||
<tbody>
|
||
<tr class="row-even"><td><p>MLX_FOUND</p></td>
|
||
<td><p><code class="docutils literal notranslate"><span class="pre">True</span></code> if MLX is found</p></td>
|
||
</tr>
|
||
<tr class="row-odd"><td><p>MLX_INCLUDE_DIRS</p></td>
|
||
<td><p>Include directory</p></td>
|
||
</tr>
|
||
<tr class="row-even"><td><p>MLX_LIBRARIES</p></td>
|
||
<td><p>Libraries to link against</p></td>
|
||
</tr>
|
||
<tr class="row-odd"><td><p>MLX_CXX_FLAGS</p></td>
|
||
<td><p>Additional compiler flags</p></td>
|
||
</tr>
|
||
<tr class="row-even"><td><p>MLX_BUILD_ACCELERATE</p></td>
|
||
<td><p><code class="docutils literal notranslate"><span class="pre">True</span></code> if MLX was built with Accelerate</p></td>
|
||
</tr>
|
||
<tr class="row-odd"><td><p>MLX_BUILD_METAL</p></td>
|
||
<td><p><code class="docutils literal notranslate"><span class="pre">True</span></code> if MLX was built with Metal</p></td>
|
||
</tr>
|
||
</tbody>
|
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</table>
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</div>
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</section>
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