About the compiler category
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0
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550
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January 22, 2021
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State of symbolic shapes branch
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40
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4024
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February 4, 2023
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TorchDynamo Update 3: GPU Inference Edition
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12
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2990
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February 2, 2023
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Example inputs to compilers are now fake tensors
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0
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110
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January 19, 2023
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TorchDynamo Update 9: Making DDP Work with TorchDynamo
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7
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2116
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January 16, 2023
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Tracing with Primitives: Update 2
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4
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3225
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January 13, 2023
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Functionalization in PyTorch: Everything You Wanted To Know
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0
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387
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January 6, 2023
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PyTorch/XLA 2022 Q4 Dev update
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0
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320
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January 5, 2023
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TorchInductor: a PyTorch-native Compiler with Define-by-Run IR and Symbolic Shapes
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22
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7590
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December 27, 2022
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TorchDynamo Update 10: Integrating with PyTorch/XLA for Inference and Training
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8
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850
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December 22, 2022
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PyTorch 2.0 Manifesto and Architecture docs
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4
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528
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December 11, 2022
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The nuances of PyTorch Graph Capture
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9
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4039
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December 9, 2022
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TorchDynamo Update 7: Inference with FX2TRT
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2
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1319
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December 8, 2022
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TorchInductor Update 4: CPU backend started to show promising performance boost
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1
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544
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November 25, 2022
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Dynamo/FX: patching a function to add more outputs not working
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2
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163
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November 21, 2022
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TorchDynamo: An Experiment in Dynamic Python Bytecode Transformation
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6
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6312
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November 15, 2022
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Where we are headed and why it looks a lot like Julia (but not exactly like Julia)
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8
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28745
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November 14, 2022
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Min-cut optimal(*) recomputation (i.e. activation checkpointing) with AOTAutograd
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6
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3600
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January 20, 2022
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Skipping Dispatcher with LazyTensor
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10
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671
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October 19, 2022
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TorchInductor Update 3: E2E model training with TorchDynamo + Inductor gets 1.67x/2.1x speedup
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3
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951
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October 11, 2022
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Reducing Framework Overhead with Static Runtime
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4
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1023
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October 4, 2022
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Tracing with Primitives: Update 0
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17
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3015
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September 26, 2022
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NNC walkthrough: how PyTorch ops get fused
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10
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3095
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November 3, 2021
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TorchDynamo Update 8: TorchDynamo passed correctness check on 7k+ github models
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7
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1883
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July 1, 2022
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Python Operator Authoring w/ NNC
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5
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1368
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June 7, 2022
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Where do the 2000+ PyTorch operators come from?: More than you wanted to know
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12
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4753
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May 12, 2022
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Tracing with Primitives: Update 1, nvFuser and its Primitives
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0
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1634
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April 25, 2022
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TorchDynamo Update 5: Improved Capture & Bigger Graphs
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4
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1442
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April 14, 2022
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TorchDynamo Update 6: Training support with AOTAutograd
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0
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1824
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March 29, 2022
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Universal binaries for libtorch Mac?
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10
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1922
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March 14, 2022
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