compiler

FX All topics about torch.fx, it’s current and future. nnc Topics about https://github.com/pytorch/pytorch/tree/master/torch/csrc/jit/tensorexpr nvfuser All topics about https://github.com/pytorch/pytorch/tree/master/torch/csrc/jit/codegen/cuda torchscript All topics about TorchScript, it’s current and future.

Topic	Replies	Views	Activity
About the compiler category compiler	0	1434	January 22, 2021
Inductor Passes compiler	0	11	January 13, 2025
Torch.compile support for Python 3.13 completed compiler	0	95	January 10, 2025
A new strategy for automatic custom operators functionalization compiler	0	67	January 7, 2025
What’s preventing PyTorch from being competitive with Llamafile? compiler	8	249	December 10, 2024
No CPU backend in triton FX	2	185	November 24, 2024
"Fused compiled autograd bwd + optimizer graph" - status update? compiler	4	186	November 21, 2024
FMAs (and softmax (and floating point)) considered harmful compiler	2	515	November 21, 2024
CUDAGraphs in Pytorch 2.0 compiler	6	4264	November 20, 2024
Where do the 2000+ PyTorch operators come from?: More than you wanted to know compiler	13	13038	November 15, 2024
Compiled Optimizer w/ LR Scheduler Now Supported compiler	3	349	November 13, 2024
Understanding dynamic shapes and guards and when it does/does not cause graph breaks compiler	1	158	November 7, 2024
Functionalization in PyTorch: Everything You Wanted To Know compiler	5	5624	October 26, 2024
What's the difference between `next_variable()` and `reconstruct()` in `IteratorVariable` compiler	2	32	October 26, 2024
Support for _set with other mutations in graph compiler	2	76	October 18, 2024
Is it possible to disable inlining of custom module for torch.compile? compiler	1	125	October 11, 2024
Impact of multithreading and local caching on torch.compile compiler	3	299	September 27, 2024
TorchInductor Update 9: Harden Vectorization Support and Enhance Loop Optimizations in TorchInductor CPP Backend compiler	0	309	September 4, 2024
TorchInductor Update 8: Max-autotune Support on CPU with GEMM Template compiler	0	263	September 4, 2024
PyTorch Runtime Error with Compiled Autograd compiler	1	136	August 31, 2024
Pytorch to Triton for Non-GPU Devices compiler	7	886	August 30, 2024
Difference between the graph break reasons: `Dynamic control flow is not supported at the moment.` and `generic_jump TensorVariable()` compiler	0	185	August 30, 2024
Defining the Core ATen Opset FX	12	4591	August 21, 2024
Why core aten IR doesn’t contain scalar_tensor overload version of some ops, like bitwise-like ops, remainder and so on? compiler	0	27	August 21, 2024
How to Access Triton Kernels from TorchInductor when running on CPU? compiler	1	227	August 12, 2024
Connecting PyTorch sparse tensors with MLIR FX	4	903	August 8, 2024
JIT scripting & Autocast torchscript	12	3281	August 8, 2024
PyTorch/XLA 2.4 dev update compiler	0	271	August 6, 2024
How to get the backward graph while using torch.export? compiler	4	204	July 29, 2024
TorchInductor: a PyTorch-native Compiler with Define-by-Run IR and Symbolic Shapes compiler	46	57013	July 29, 2024