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Functionalization in PyTorch: Everything You Wanted To Know
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8
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7687
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May 28, 2025
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Inconsistent precision between PyTorch's built-in backends for the same device
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0
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120
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May 27, 2025
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Questions about handling non-scalar kwargs in pattern matcher and kwargs capture in replacements
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2
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218
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May 21, 2025
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Conditional Decompositions
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0
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135
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April 30, 2025
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Understanding CUDAGraph Trees
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6
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2016
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April 15, 2025
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Empty tensor with SymInt size
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1
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220
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April 15, 2025
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Profiling torch.compile
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0
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294
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April 10, 2025
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Inductor Triton Custom Op
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6
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2077
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March 25, 2025
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How to prevent ops to be decomposed in custom compile backend
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0
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159
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March 24, 2025
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AOT module decompositions
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1
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457
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March 13, 2025
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Generated AOTInductor C shim header files have unexpectedly changed
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1
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164
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February 7, 2025
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No CPU backend in triton
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4
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1163
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January 20, 2025
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What’s preventing PyTorch from being competitive with Llamafile?
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8
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894
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December 10, 2024
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"Fused compiled autograd bwd + optimizer graph" - status update?
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4
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533
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November 21, 2024
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FMAs (and softmax (and floating point)) considered harmful
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2
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976
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November 21, 2024
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CUDAGraphs in Pytorch 2.0
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6
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5933
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November 20, 2024
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Where do the 2000+ PyTorch operators come from?: More than you wanted to know
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13
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15396
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November 15, 2024
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Compiled Optimizer w/ LR Scheduler Now Supported
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3
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719
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November 13, 2024
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Understanding dynamic shapes and guards and when it does/does not cause graph breaks
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1
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550
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November 7, 2024
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What's the difference between `next_variable()` and `reconstruct()` in `IteratorVariable`
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2
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126
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October 26, 2024
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Support for _set with other mutations in graph
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2
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200
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October 18, 2024
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Is it possible to disable inlining of custom module for torch.compile?
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1
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351
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October 11, 2024
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Impact of multithreading and local caching on torch.compile
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3
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1230
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September 27, 2024
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TorchInductor Update 9: Harden Vectorization Support and Enhance Loop Optimizations in TorchInductor CPP Backend
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0
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736
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September 4, 2024
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TorchInductor Update 8: Max-autotune Support on CPU with GEMM Template
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0
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732
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September 4, 2024
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PyTorch Runtime Error with Compiled Autograd
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1
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442
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August 31, 2024
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Pytorch to Triton for Non-GPU Devices
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7
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2096
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August 30, 2024
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Difference between the graph break reasons: `Dynamic control flow is not supported at the moment.` and `generic_jump TensorVariable()`
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0
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411
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August 30, 2024
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Defining the Core ATen Opset
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12
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6563
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August 21, 2024
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Why core aten IR doesn’t contain scalar_tensor overload version of some ops, like bitwise-like ops, remainder and so on?
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0
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85
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August 21, 2024
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