80 lines
1.7 KiB
ReStructuredText
80 lines
1.7 KiB
ReStructuredText
.. _production_inference:
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#############################
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Deploy models into production
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#############################
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******
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Basics
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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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.. Add callout items below this line
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.. displayitem::
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:header: Basic
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:description: Learn the basics of predicting with Lightning
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:col_css: col-md-6
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:button_link: production_basic.html
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:height: 150
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:tag: basic
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.. displayitem::
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:header: Intermediate
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:description: Learn to remove the Lightning dependencies and use pure PyTorch for prediction.
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:col_css: col-md-6
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:button_link: production_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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----
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********
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Advanced
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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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.. Add callout items below this line
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.. displayitem::
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:header: Deploy with ONNX
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:description: Optimize models for enterprise-scale production environments with ONNX.
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:col_css: col-md-4
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:button_link: production_advanced.html
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:height: 180
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:tag: advanced
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.. displayitem::
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:header: Deploy with torchscript
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:description: Optimize models for enterprise-scale production environments with torchscript.
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:col_css: col-md-4
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:button_link: production_advanced_2.html
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:height: 180
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:tag: advanced
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.. displayitem::
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:header: Compress models for fast inference
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:description: Compress models for fast inference for deployment with Quantization and Pruning.
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:col_css: col-md-4
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:button_link: ../advanced/pruning_quantization.html
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:height: 180
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:tag: advanced
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.. raw:: html
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</div>
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</div>
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