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	550	January 22, 2021
State of symbolic shapes branch compiler	40	4024	February 4, 2023
TorchDynamo Update 3: GPU Inference Edition compiler	12	2990	February 2, 2023
Example inputs to compilers are now fake tensors compiler	0	110	January 19, 2023
TorchDynamo Update 9: Making DDP Work with TorchDynamo compiler	7	2116	January 16, 2023
Tracing with Primitives: Update 2 compiler	4	3225	January 13, 2023
Functionalization in PyTorch: Everything You Wanted To Know compiler	0	387	January 6, 2023
PyTorch/XLA 2022 Q4 Dev update compiler	0	320	January 5, 2023
TorchInductor: a PyTorch-native Compiler with Define-by-Run IR and Symbolic Shapes compiler	22	7590	December 27, 2022
TorchDynamo Update 10: Integrating with PyTorch/XLA for Inference and Training compiler	8	850	December 22, 2022
PyTorch 2.0 Manifesto and Architecture docs compiler	4	528	December 11, 2022
The nuances of PyTorch Graph Capture compiler	9	4039	December 9, 2022
TorchDynamo Update 7: Inference with FX2TRT compiler	2	1319	December 8, 2022
TorchInductor Update 4: CPU backend started to show promising performance boost compiler	1	544	November 25, 2022
Dynamo/FX: patching a function to add more outputs not working FX	2	163	November 21, 2022
TorchDynamo: An Experiment in Dynamic Python Bytecode Transformation compiler	6	6312	November 15, 2022
Where we are headed and why it looks a lot like Julia (but not exactly like Julia) compiler	8	28745	November 14, 2022
Min-cut optimal(*) recomputation (i.e. activation checkpointing) with AOTAutograd compiler	6	3600	January 20, 2022
Skipping Dispatcher with LazyTensor compiler	10	671	October 19, 2022
TorchInductor Update 3: E2E model training with TorchDynamo + Inductor gets 1.67x/2.1x speedup compiler	3	951	October 11, 2022
Reducing Framework Overhead with Static Runtime compiler	4	1023	October 4, 2022
Tracing with Primitives: Update 0 compiler	17	3015	September 26, 2022
NNC walkthrough: how PyTorch ops get fused nnc	10	3095	November 3, 2021
TorchDynamo Update 8: TorchDynamo passed correctness check on 7k+ github models compiler	7	1883	July 1, 2022
Python Operator Authoring w/ NNC nnc	5	1368	June 7, 2022
Where do the 2000+ PyTorch operators come from?: More than you wanted to know compiler	12	4753	May 12, 2022
Tracing with Primitives: Update 1, nvFuser and its Primitives compiler	0	1634	April 25, 2022
TorchDynamo Update 5: Improved Capture & Bigger Graphs compiler	4	1442	April 14, 2022
TorchDynamo Update 6: Training support with AOTAutograd compiler	0	1824	March 29, 2022
Universal binaries for libtorch Mac? compiler	10	1922	March 14, 2022