torch.compile

torch._dynamo PyTorch’s compiler frontend which can output subgraphs when programs aren’t traceable. FX (Functional Transformations) FX is a toolkit for developers to use to transform nn.Module instances. FX consists of three main components: a symbolic tracer, an intermediate representation , and Python code generation . torch._inductor The default compiler in torch.compile, builds loops schedules and codegens triton or C++ kernels.

Topic	Replies	Views	Activity
About the torch.compile category torch.compile	0	1304	January 9, 2023
How to load state_dict if saved as torch.save(model.state_dict(), fs) torch.compile	11	97	December 12, 2025
Autotune cache key for matrix multiplication torch._inductor	0	5	December 11, 2025
Torch compile cache sharing across different GPUs torch.compile	3	78	December 10, 2025
Coordinate_descent_tuning errors out with torch.AcceleratorError: CUDA error: invalid argument torch.compile	12	242	December 5, 2025
_GLIBCXX_USE_CXX11_ABI incompatibility torch.compile	2	30	December 3, 2025
Compile option for older CPUs? torch.compile	0	11	November 28, 2025
Torch.compile Diagnostic Dashboard torch.compile	0	15	November 26, 2025
Proposing to add generator param to rand*_like functions torch.compile	1	19	November 26, 2025
Torch.export with custom_op torch.compile	0	21	November 24, 2025
InductorError in autogenerated code in torchinductor_cache - triton, rocm torch._inductor	0	19	November 22, 2025
Torch.compile - getting `nans` with the latest version of torch torch.compile	1	56	November 21, 2025
Choice of torch.compile vs. triton torch.compile	8	8708	November 18, 2025
Any specific reason for chosing the default batch sizes for the torch dynamo benchmark suite torch.compile	3	201	November 18, 2025
Why torch==2.9 compile qwen3 model with block ptr will crash? torch._inductor	0	28	November 14, 2025
Performance bottleneck with autocast in AOT Inductor export: repeated weight casting due to disabled cache torch._inductor	0	29	November 11, 2025
Is it possible to combine compiled vectorized function without recompiling already compiled part? torch.compile	0	22	November 7, 2025
How do I know which placeholder op is an input? torch.compile	0	32	November 6, 2025
What requirements do I need to use Torch.compile? torch.compile	0	87	November 3, 2025
Torch.export + fx.GraphModule: Unable to lift constants (parameters/buffers) to placeholders for memory sharing across modules torch.compile	0	31	October 31, 2025
OSError: [Errno 36] File name too long torch.compile	3	77	October 31, 2025
Backend Compiler Graph Break torch._dynamo	0	31	October 30, 2025
About dynamo.disable torch._dynamo	0	64	October 29, 2025
PyTorch with CUDA support is not installed, although everything worked before that torch.compile	1	627	October 22, 2025
Compiling a loop on MPS - exceeding limit of buffers torch.compile	0	31	October 17, 2025
Why does custom passes before joint graph (joint_custom_pre_pass) executed twice? torch._inductor	0	25	October 16, 2025
About some issue about torch.median() torch.compile	1	41	October 15, 2025
Torch.compile [WARNING] not enough SMs to use max_autotune_gemm mode torch.compile	4	8881	October 14, 2025
Is it normal for compiled model outputs to have different tensor strides? torch.compile	3	72	October 14, 2025
TS2EPConverter and `dynamic_shapes` FX (Functional Transformations)	0	35	October 5, 2025