compiler

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. FX All topics about torch.fx, it’s current and future.

Topic	Replies	Views	Activity
About the compiler category compiler	0	1375	January 22, 2021
TorchInductor Update 9: Harden Vectorization Support and Enhance Loop Optimizations in TorchInductor CPP Backend compiler	0	101	September 4, 2024
TorchInductor Update 8: Max-autotune Support on CPU with GEMM Template compiler	0	71	September 4, 2024
PyTorch Runtime Error with Compiled Autograd compiler	1	54	August 31, 2024
Pytorch to Triton for Non-GPU Devices compiler	7	523	August 30, 2024
Difference between the graph break reasons: `Dynamic control flow is not supported at the moment.` and `generic_jump TensorVariable()` compiler	0	37	August 30, 2024
Understanding dynamic shapes and guards and when it does/does not cause graph breaks compiler	0	32	August 30, 2024
Defining the Core ATen Opset FX	12	4162	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	21	August 21, 2024
How to Access Triton Kernels from TorchInductor when running on CPU? compiler	1	79	August 12, 2024
Connecting PyTorch sparse tensors with MLIR FX	4	755	August 8, 2024
JIT scripting & Autocast torchscript	12	3119	August 8, 2024
PyTorch/XLA 2.4 dev update compiler	0	158	August 6, 2024
How to get the backward graph while using torch.export? compiler	4	105	July 29, 2024
TorchInductor: a PyTorch-native Compiler with Define-by-Run IR and Symbolic Shapes compiler	46	50429	July 29, 2024
How to set wrap function using TorchDynamo graph capture? compiler	4	179	June 28, 2024
Understanding torch.fx.traceback.preserve_node_meta() FX	0	20	July 26, 2024
Supporting Dynamo in Python 3.12 compiler	0	173	July 26, 2024
Inlining a custom triton kernel compiler	0	73	July 22, 2024
Compiled autograd with custom ops error FX	1	84	July 19, 2024
AOTAutograd incorrect lowering composite ops in inference_mode compiler	3	84	July 17, 2024
[RFC] Performance profiling at scale with detailed NVTX annotations compiler	0	107	July 10, 2024
State of symbolic shapes branch compiler	96	29689	July 7, 2024
Why PyTorch does not need a new standardized operator set compiler	3	621	July 3, 2024
Understanding the lifecycle of compiled code cache entry compiler	2	86	July 2, 2024
Semantics of None in aten.index compiler	1	68	July 2, 2024
Fixing torch.compile Reference Leaks (Automatic Deletion of Dynamo Code Objects) compiler	0	255	July 2, 2024
Reverse Fusion of Node Pairs in Scheduler compiler	0	86	June 14, 2024
Custom C++ External Kernel for TorchInductor compiler	2	166	June 10, 2024
PyTorch/XLA 2.3 dev update compiler	0	432	May 29, 2024