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TorchInductor: a PyTorch-native Compiler with Define-by-Run IR and Symbolic Shapes
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46
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75511
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July 29, 2024
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How to set wrap function using TorchDynamo graph capture?
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4
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628
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June 28, 2024
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Understanding torch.fx.traceback.preserve_node_meta()
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0
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157
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July 26, 2024
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Supporting Dynamo in Python 3.12
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0
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1164
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July 26, 2024
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Inlining a custom triton kernel
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0
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205
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July 22, 2024
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Compiled autograd with custom ops error
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1
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364
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July 19, 2024
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AOTAutograd incorrect lowering composite ops in inference_mode
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3
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406
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July 17, 2024
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[RFC] Performance profiling at scale with detailed NVTX annotations
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0
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534
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July 10, 2024
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State of symbolic shapes branch
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96
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35324
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July 7, 2024
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Why PyTorch does not need a new standardized operator set
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3
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1689
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July 3, 2024
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Understanding the lifecycle of compiled code cache entry
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2
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425
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July 2, 2024
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Semantics of None in aten.index
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1
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342
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July 2, 2024
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Fixing torch.compile Reference Leaks (Automatic Deletion of Dynamo Code Objects)
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0
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1027
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July 2, 2024
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Reverse Fusion of Node Pairs in Scheduler
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0
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210
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June 14, 2024
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Custom C++ External Kernel for TorchInductor
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2
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445
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June 10, 2024
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PyTorch/XLA 2.3 dev update
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0
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1041
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May 29, 2024
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User-defined Kernels vs. `torch.library` custom op
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1
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480
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May 22, 2024
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Different points at which fusion occurs?
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8
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727
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May 21, 2024
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PyTorch Sparse(GNN) Compiler RFC
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28
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3094
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May 21, 2024
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How to replace a callable with an opaque python callable in an Inductor pass?
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6
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491
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May 15, 2024
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How To Bring Compile Time Down to Zero: Our Plans and Direction (May 14th Edition)
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0
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1479
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May 15, 2024
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When does the inductor code run?
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5
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857
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May 15, 2024
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What is the mental model for torch.compile to deal with stateful objects in general?
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3
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506
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May 13, 2024
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How can I dump the prims IR, triton code, and ptx code when using torch.compile()
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2
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1552
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May 6, 2024
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Torch.compile support for Python 3.12 completed
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0
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2436
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May 3, 2024
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Performance Comparison between Torch.Compile and APEX optimizers
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1
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2418
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May 1, 2024
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State of PT2 OSS Issues: Q1 2024
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0
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306
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April 10, 2024
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Inductor CUDA Backend
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1
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890
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April 4, 2024
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TorchDynamo Update 9: Making DDP Work with TorchDynamo
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8
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14741
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November 27, 2023
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Difference torch dynamo and torch script
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0
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765
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March 27, 2024
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