Latest torch.compile topics

Topic	Replies	Views	Activity
Scaled_dot_product_attention higher head num cost much more memory torch.compile	1	16	November 28, 2024
CUDA memory allocation for result tensor torch.compile	0	40	November 26, 2024
Compile and vmap in custom op with quantile torch.compile	0	25	November 25, 2024
Compiling vmapped custom op torch.compile	5	109	November 25, 2024
Closures are being gc'd and causing failures to compile torch.compile	1	40	November 24, 2024
Why does the inductor reduction Triton Codegen use the Welford algorithm instead of the Naive? torch.compile	1	28	November 20, 2024
Image_process.postprocess slow after torch.compile torch.compile	0	54	November 18, 2024
Compiling a method other than forward torch.compile	2	41	November 19, 2024
Error module torchvision in CUDA 11.4 torch.compile	2	78	November 19, 2024
Increased memory footprint with custom kernel and all reduce torch.compile	2	44	November 18, 2024
The forward graphs captured by torch.export and aot_export_module are different torch._dynamo	2	56	November 17, 2024
Dynamic slicing torch.export torch._dynamo	2	110	November 16, 2024
Discrepancies Between Compiled and Non-Compiled Models with Convolutional Layers in PyTorch torch.compile	1	49	November 16, 2024
Any chance to preserve some ops while decomposing PT2E model? FX (Functional Transformations)	1	24	November 16, 2024
Multiple compiled versions of the same model torch.compile	2	67	November 16, 2024
Torch.compile - what is the best scope of compilation? torch.compile	7	2462	November 16, 2024
Dynamo Trace with Parameter Lifting torch._dynamo	1	65	November 16, 2024
AOTInductor autograd support torch.compile	1	40	November 16, 2024
Is it possible to ignore part of the code for torch compile torch.compile	4	92	November 16, 2024
Inconsistent Results with torch.compile on Identical Environments and GPUs torch.compile	3	87	November 8, 2024
Torch compile with forward-mode automatic differentiation torch.compile	2	27	November 6, 2024
Profiling torch.compile CUDA code torch.compile	3	107	November 5, 2024
Handling LSTM states as model's inputs/outputs using fx.symbolic_trace FX (Functional Transformations)	0	14	November 5, 2024
How to limit torch.compile to CPU only? torch._dynamo	3	171	November 1, 2024
Does max-autotune is useful for A5000? torch.compile	0	19	October 31, 2024
What caused matrix inputs to no longer be transposed in PyTorch 2.5? torch._inductor	0	36	October 29, 2024
Torch.fx.symbolic_trace with multiple GPUs FX (Functional Transformations)	1	50	October 29, 2024
CUDA 12.6 and torch.cuda.is_available return false torch.compile	7	1661	October 28, 2024
Slow convolutions in triton torch._dynamo	1	411	October 25, 2024
Flex attention - gaps in profiler torch.compile	0	102	October 22, 2024