pytorch / torchdynamo
A Python-level JIT compiler designed to make unmodified PyTorch programs faster.
☆1,016Updated 9 months ago
Alternatives and similar repositories for torchdynamo:
Users that are interested in torchdynamo are comparing it to the libraries listed below
- An open-source efficient deep learning framework/compiler, written in python.☆668Updated this week
- Kernl lets you run PyTorch transformer models several times faster on GPU with a single line of code, and is designed to be easily hackab…☆1,549Updated 11 months ago
- Pipeline Parallelism for PyTorch☆736Updated 4 months ago
- A CPU+GPU Profiling library that provides access to timeline traces and hardware performance counters.☆755Updated last week
- A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.☆1,160Updated this week
- functorch is JAX-like composable function transforms for PyTorch.☆1,403Updated this week
- TorchX is a universal job launcher for PyTorch applications. TorchX is designed to have fast iteration time for training/research and sup…☆336Updated last week
- A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper and Ada GPUs…☆2,086Updated this week
- A library to analyze PyTorch traces.☆323Updated last month
- common in-memory tensor structure☆930Updated 3 months ago
- Implementation of a Transformer, but completely in Triton☆251Updated 2 years ago
- High performance model preprocessing library on PyTorch☆651Updated 9 months ago
- Library for 8-bit optimizers and quantization routines.☆717Updated 2 years ago
- A GPU performance profiling tool for PyTorch models☆500Updated 3 years ago
- torch::deploy (multipy for non-torch uses) is a system that lets you get around the GIL problem by running multiple Python interpreters i…☆179Updated last month
- A subset of PyTorch's neural network modules, written in Python using OpenAI's Triton.☆505Updated 2 months ago
- Backward compatible ML compute opset inspired by HLO/MHLO☆428Updated this week
- Running BERT without Padding☆468Updated 2 years ago
- Accelerate PyTorch models with ONNX Runtime☆358Updated 4 months ago
- jax-triton contains integrations between JAX and OpenAI Triton☆363Updated this week
- PyTriton is a Flask/FastAPI-like interface that simplifies Triton's deployment in Python environments.☆763Updated last month
- PyTorch extensions for high performance and large scale training.☆3,232Updated this week
- TorchBench is a collection of open source benchmarks used to evaluate PyTorch performance.☆895Updated this week
- The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.☆1,401Updated this week
- maximal update parametrization (µP)☆1,428Updated 6 months ago
- depyf is a tool to help you understand and adapt to PyTorch compiler torch.compile.☆550Updated last month
- Helpful tools and examples for working with flex-attention☆583Updated this week
- Triton Model Analyzer is a CLI tool to help with better understanding of the compute and memory requirements of the Triton Inference Serv…☆446Updated this week
- Microsoft Automatic Mixed Precision Library☆549Updated 3 months ago
- FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/☆1,240Updated this week