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<p aria-level="2" class="caption" role="heading"><span class="caption-text">The Basics</span></p>
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<li class="toctree-l2"><a class="reference internal" href="demos/learn_the_basics/torch_to_tf_functions.html">Transpiling Functions from PyTorch to TensorFlow</a></li>
<li class="toctree-l2"><a class="reference internal" href="demos/learn_the_basics/torch_to_tf_models.html">Transpiling Models from PyTorch to TensorFlow</a></li>
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<li class="toctree-l2"><a class="reference internal" href="demos/learn_the_basics/05_lazy_vs_eager.html">Lazy vs Eager</a></li>
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<li class="toctree-l2"><a class="reference internal" href="demos/examples_and_demos/torch_to_jax.html">Accelerating PyTorch models with JAX</a></li>
<li class="toctree-l2"><a class="reference internal" href="demos/examples_and_demos/resnet_to_tensorflow.html">Training PyTorch ResNet in your TensorFlow Projects</a></li>
<li class="toctree-l2"><a class="reference internal" href="demos/examples_and_demos/kornia_image_points_transforms.html">Image and Keypoints Augmentations using Kornia and Ivy’s Transpiler</a></li>
<li class="toctree-l2"><a class="reference internal" href="demos/examples_and_demos/kornia_total_variation_denoising.html">Denoise image using Kornia and Ivy’s Transpiler</a></li>
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<li class="toctree-l2"><a class="reference internal" href="overview/motivation/ml_explosion.html">ML Explosion</a></li>
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<li class="toctree-l2"><a class="reference internal" href="overview/related_work/ivy_vs_onnx.html">Comparing Ivy with ONNX</a></li>
<li class="toctree-l2"><a class="reference internal" href="overview/related_work/graph_tracers.html">Graph Tracers</a></li>
<li class="toctree-l2"><a class="reference internal" href="overview/related_work/frameworks.html">Frameworks</a></li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="overview/contributing.html">Contributing</a><input class="toctree-checkbox" id="toctree-checkbox-6" name="toctree-checkbox-6" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-6"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="overview/contributing/setting_up.html">Setting Up</a></li>
<li class="toctree-l2"><a class="reference internal" href="overview/contributing/the_basics.html">The Basics</a></li>
<li class="toctree-l2"><a class="reference internal" href="overview/contributing/building_the_docs.html">Building the Docs</a></li>
<li class="toctree-l2"><a class="reference external" href="https://docs.ivy.dev/overview/deep_dive.html">Deep Dive</a></li>
<li class="toctree-l2"><a class="reference internal" href="overview/contributing/helpful_resources.html">Helpful Resources</a></li>
<li class="toctree-l2"><a class="reference internal" href="overview/contributing/error_handling.html">Error Handling</a></li>
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<li class="toctree-l1 has-children"><a class="reference internal" href="overview/deep_dive.html">Deep Dive</a><input class="toctree-checkbox" id="toctree-checkbox-7" name="toctree-checkbox-7" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-7"><i class="fa-solid fa-chevron-down"></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="overview/deep_dive/navigating_the_code.html">Navigating the Code</a></li>
<li class="toctree-l2"><a class="reference internal" href="overview/deep_dive/function_types.html">Function Types</a></li>
<li class="toctree-l2"><a class="reference internal" href="overview/deep_dive/superset_behaviour.html">Superset Behaviour</a></li>
<li class="toctree-l2"><a class="reference internal" href="overview/deep_dive/backend_setting.html">Backend Setting</a></li>
<li class="toctree-l2"><a class="reference internal" href="overview/deep_dive/arrays.html">Arrays</a></li>
<li class="toctree-l2"><a class="reference internal" href="overview/deep_dive/containers.html">Containers</a></li>
<li class="toctree-l2"><a class="reference internal" href="overview/deep_dive/data_types.html">Data Types</a></li>
<li class="toctree-l2"><a class="reference internal" href="overview/deep_dive/devices.html">Devices</a></li>
<li class="toctree-l2"><a class="reference internal" href="overview/deep_dive/inplace_updates.html">Inplace Updates</a></li>
<li class="toctree-l2"><a class="reference internal" href="overview/deep_dive/function_wrapping.html">Function Wrapping</a></li>
<li class="toctree-l2"><a class="reference internal" href="overview/deep_dive/formatting.html">Formatting</a></li>
<li class="toctree-l2"><a class="reference internal" href="overview/deep_dive/ivy_lint.html">Ivy-Lint: Ivy’s Custom Code Formatters</a></li>
<li class="toctree-l2"><a class="reference internal" href="overview/deep_dive/function_arguments.html">Function Arguments</a></li>
<li class="toctree-l2"><a class="reference internal" href="overview/deep_dive/docstrings.html">Docstrings</a></li>
<li class="toctree-l2"><a class="reference internal" href="overview/deep_dive/docstring_examples.html">Docstring Examples</a></li>
<li class="toctree-l2"><a class="reference internal" href="overview/deep_dive/array_api_tests.html">Array API Tests</a></li>
<li class="toctree-l2"><a class="reference internal" href="overview/deep_dive/ivy_tests.html">Ivy Tests</a></li>
<li class="toctree-l2"><a class="reference internal" href="overview/deep_dive/ivy_frontends.html">Ivy Frontends</a></li>
<li class="toctree-l2"><a class="reference internal" href="overview/deep_dive/ivy_frontends_tests.html">Ivy Frontend Tests</a></li>
<li class="toctree-l2"><a class="reference internal" href="overview/deep_dive/exception_handling.html">Exception Handling</a></li>
<li class="toctree-l2"><a class="reference internal" href="overview/deep_dive/gradients.html">Gradients</a></li>
<li class="toctree-l2"><a class="reference internal" href="overview/deep_dive/operating_modes.html">Operating Modes</a></li>
<li class="toctree-l2"><a class="reference internal" href="overview/deep_dive/building_the_docs_pipeline.html">Building the Docs Pipeline</a></li>
<li class="toctree-l2"><a class="reference internal" href="overview/deep_dive/fix_failing_tests.html">Fix Failing Tests:</a></li>
</ul>
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<li class="toctree-l1"><a class="reference internal" href="overview/glossary.html">Glossary</a></li>
<li class="toctree-l1"><a class="reference internal" href="overview/faq.html">FAQ</a></li>
</ul>
<p aria-level="2" class="caption" role="heading"><span class="caption-text">API Reference</span></p>
<ul class="nav bd-sidenav">
<li class="toctree-l1 has-children"><a class="reference internal" href="overview/one_liners.html">One liners</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-l2"><a class="reference internal" href="overview/one_liners/trace.html"><code class="docutils literal notranslate"><span class="pre">ivy.trace_graph()</span></code></a></li>
<li class="toctree-l2"><a class="reference internal" href="overview/one_liners/transpile.html"><code class="docutils literal notranslate"><span class="pre">ivy.transpile()</span></code></a></li>
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</ul>
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<li class="toctree-l1 has-children"><a class="reference internal" href="docs/functional/ivy.functional.ivy.html">Functions</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="docs/functional/ivy/activations/ivy.functional.ivy.activations.hardswish.html">hardswish</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/activations/ivy.functional.ivy.activations.leaky_relu.html">leaky_relu</a></li>
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<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/activations/ivy.functional.ivy.activations.relu.html">relu</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/activations/ivy.functional.ivy.activations.sigmoid.html">sigmoid</a></li>
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<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/activations/ivy.functional.ivy.activations.softplus.html">softplus</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/activations/ivy.functional.ivy.activations.softsign.html">softsign</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="docs/functional/ivy/ivy.functional.ivy.constants.html">Constants</a></li>
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<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/control_flow_ops/ivy.functional.ivy.control_flow_ops.cmp_isnot.html">cmp_isnot</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/control_flow_ops/ivy.functional.ivy.control_flow_ops.for_loop.html">for_loop</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/control_flow_ops/ivy.functional.ivy.control_flow_ops.if_else.html">if_else</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/control_flow_ops/ivy.functional.ivy.control_flow_ops.try_except.html">try_except</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/control_flow_ops/ivy.functional.ivy.control_flow_ops.while_loop.html">while_loop</a></li>
</ul>
</li>
<li class="toctree-l2 has-children"><a class="reference internal" href="docs/functional/ivy/ivy.functional.ivy.creation.html">Creation</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>
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<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/creation/ivy.functional.ivy.creation.array.html">array</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/creation/ivy.functional.ivy.creation.asarray.html">asarray</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/creation/ivy.functional.ivy.creation.complex.html">complex</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/creation/ivy.functional.ivy.creation.copy_array.html">copy_array</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/creation/ivy.functional.ivy.creation.empty.html">empty</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/creation/ivy.functional.ivy.creation.empty_like.html">empty_like</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/creation/ivy.functional.ivy.creation.eye.html">eye</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/creation/ivy.functional.ivy.creation.from_dlpack.html">from_dlpack</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/creation/ivy.functional.ivy.creation.frombuffer.html">frombuffer</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/creation/ivy.functional.ivy.creation.full.html">full</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/creation/ivy.functional.ivy.creation.full_like.html">full_like</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/creation/ivy.functional.ivy.creation.linspace.html">linspace</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/creation/ivy.functional.ivy.creation.logspace.html">logspace</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/creation/ivy.functional.ivy.creation.meshgrid.html">meshgrid</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/creation/ivy.functional.ivy.creation.native_array.html">native_array</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/creation/ivy.functional.ivy.creation.one_hot.html">one_hot</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/creation/ivy.functional.ivy.creation.ones.html">ones</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/creation/ivy.functional.ivy.creation.ones_like.html">ones_like</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/creation/ivy.functional.ivy.creation.to_dlpack.html">to_dlpack</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/creation/ivy.functional.ivy.creation.tril.html">tril</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/creation/ivy.functional.ivy.creation.triu.html">triu</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/creation/ivy.functional.ivy.creation.triu_indices.html">triu_indices</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/creation/ivy.functional.ivy.creation.zeros.html">zeros</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/creation/ivy.functional.ivy.creation.zeros_like.html">zeros_like</a></li>
</ul>
</li>
<li class="toctree-l2 has-children"><a class="reference internal" href="docs/functional/ivy/ivy.functional.ivy.data_type.html">Data type</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="docs/functional/ivy/data_type/ivy.functional.ivy.data_type.as_ivy_dtype.html">as_ivy_dtype</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/data_type/ivy.functional.ivy.data_type.as_native_dtype.html">as_native_dtype</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/data_type/ivy.functional.ivy.data_type.astype.html">astype</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/data_type/ivy.functional.ivy.data_type.broadcast_arrays.html">broadcast_arrays</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/data_type/ivy.functional.ivy.data_type.broadcast_to.html">broadcast_to</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/data_type/ivy.functional.ivy.data_type.can_cast.html">can_cast</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/data_type/ivy.functional.ivy.data_type.check_float.html">check_float</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/data_type/ivy.functional.ivy.data_type.closest_valid_dtype.html">closest_valid_dtype</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/data_type/ivy.functional.ivy.data_type.default_complex_dtype.html">default_complex_dtype</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/data_type/ivy.functional.ivy.data_type.default_dtype.html">default_dtype</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/data_type/ivy.functional.ivy.data_type.default_float_dtype.html">default_float_dtype</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/data_type/ivy.functional.ivy.data_type.default_int_dtype.html">default_int_dtype</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/data_type/ivy.functional.ivy.data_type.default_uint_dtype.html">default_uint_dtype</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/data_type/ivy.functional.ivy.data_type.dtype.html">dtype</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/data_type/ivy.functional.ivy.data_type.dtype_bits.html">dtype_bits</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/data_type/ivy.functional.ivy.data_type.finfo.html">finfo</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/data_type/ivy.functional.ivy.data_type.function_supported_dtypes.html">function_supported_dtypes</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/data_type/ivy.functional.ivy.data_type.function_unsupported_dtypes.html">function_unsupported_dtypes</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/data_type/ivy.functional.ivy.data_type.iinfo.html">iinfo</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/data_type/ivy.functional.ivy.data_type.infer_default_dtype.html">infer_default_dtype</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/data_type/ivy.functional.ivy.data_type.invalid_dtype.html">invalid_dtype</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/data_type/ivy.functional.ivy.data_type.is_bool_dtype.html">is_bool_dtype</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/data_type/ivy.functional.ivy.data_type.is_complex_dtype.html">is_complex_dtype</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/data_type/ivy.functional.ivy.data_type.is_float_dtype.html">is_float_dtype</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/data_type/ivy.functional.ivy.data_type.is_hashable_dtype.html">is_hashable_dtype</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/data_type/ivy.functional.ivy.data_type.is_int_dtype.html">is_int_dtype</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/data_type/ivy.functional.ivy.data_type.is_native_dtype.html">is_native_dtype</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/data_type/ivy.functional.ivy.data_type.is_uint_dtype.html">is_uint_dtype</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/data_type/ivy.functional.ivy.data_type.promote_types.html">promote_types</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/data_type/ivy.functional.ivy.data_type.promote_types_of_inputs.html">promote_types_of_inputs</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/data_type/ivy.functional.ivy.data_type.result_type.html">result_type</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/data_type/ivy.functional.ivy.data_type.set_default_complex_dtype.html">set_default_complex_dtype</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/data_type/ivy.functional.ivy.data_type.set_default_dtype.html">set_default_dtype</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/data_type/ivy.functional.ivy.data_type.set_default_float_dtype.html">set_default_float_dtype</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/data_type/ivy.functional.ivy.data_type.set_default_int_dtype.html">set_default_int_dtype</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/data_type/ivy.functional.ivy.data_type.set_default_uint_dtype.html">set_default_uint_dtype</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/data_type/ivy.functional.ivy.data_type.type_promote_arrays.html">type_promote_arrays</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/data_type/ivy.functional.ivy.data_type.unset_default_complex_dtype.html">unset_default_complex_dtype</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/data_type/ivy.functional.ivy.data_type.unset_default_dtype.html">unset_default_dtype</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/data_type/ivy.functional.ivy.data_type.unset_default_float_dtype.html">unset_default_float_dtype</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/data_type/ivy.functional.ivy.data_type.unset_default_int_dtype.html">unset_default_int_dtype</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/data_type/ivy.functional.ivy.data_type.unset_default_uint_dtype.html">unset_default_uint_dtype</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/data_type/ivy.functional.ivy.data_type.valid_dtype.html">valid_dtype</a></li>
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</li>
<li class="toctree-l2 has-children"><a class="reference internal" href="docs/functional/ivy/ivy.functional.ivy.device.html">Device</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="docs/functional/ivy/device/ivy.functional.ivy.device.as_ivy_dev.html">as_ivy_dev</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/device/ivy.functional.ivy.device.as_native_dev.html">as_native_dev</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/device/ivy.functional.ivy.device.clear_cached_mem_on_dev.html">clear_cached_mem_on_dev</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/device/ivy.functional.ivy.device.default_device.html">default_device</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/device/ivy.functional.ivy.device.dev.html">dev</a></li>
<li class="toctree-l3"><a class="reference internal" href="docs/functional/ivy/device/ivy.functional.ivy.device.dev_util.html">dev_util</a></li>
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