52 lines
1.3 KiB
ReStructuredText
52 lines
1.3 KiB
ReStructuredText
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#################################
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Level 12: Optimize training speed
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#################################
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In this level you'll use compilers, advanced profilers and mixed precision techniques to train bigger models faster.
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----
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.. raw:: html
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<div class="display-card-container">
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<div class="row">
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.. displayitem::
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:header: Speed up models by compiling them
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:description: Use torch.compile to speed up models on modern hardware
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:col_css: col-md-4
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:button_link: ../advanced/compile.html
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:height: 150
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:tag: intermediate
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.. displayitem::
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:header: Explore advanced mixed precision settings
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:description: Enable state-of-the-art scaling with advanced mix-precision settings.
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:col_css: col-md-4
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:button_link: ../common/precision_intermediate.html
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:height: 150
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:tag: intermediate
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.. displayitem::
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:header: Enable advanced profilers
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:description: Tune model performance with profilers.
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:col_css: col-md-4
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:button_link: ../tuning/profiler_basic.html
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:height: 150
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:tag: intermediate
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.. displayitem::
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:header: Profile PyTorch operations
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:description: Learn to find bottlenecks in PyTorch operations.
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:col_css: col-md-4
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:button_link: ../tuning/profiler_intermediate.html
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:height: 150
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:tag: intermediate
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.. raw:: html
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</div>
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</div>
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