pytorch / benchmarkLinks
TorchBench is a collection of open source benchmarks used to evaluate PyTorch performance.
☆950Updated 2 weeks ago
Alternatives and similar repositories for benchmark
Users that are interested in benchmark are comparing it to the libraries listed below
Sorting:
- A Python-level JIT compiler designed to make unmodified PyTorch programs faster.☆1,053Updated last year
- A CPU+GPU Profiling library that provides access to timeline traces and hardware performance counters.☆821Updated this week
- A GPU performance profiling tool for PyTorch models☆503Updated 3 years ago
- Enabling PyTorch on XLA Devices (e.g. Google TPU)☆2,626Updated this week
- Pipeline Parallelism for PyTorch☆768Updated 10 months ago
- FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/☆1,385Updated this week
- A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper, Ada and Bla…☆2,507Updated last week
- PyTorch extensions for high performance and large scale training.☆3,335Updated 2 months ago
- common in-memory tensor structure☆1,019Updated 2 weeks ago
- Continuous builder and binary build scripts for pytorch☆353Updated last month
- A GPipe implementation in PyTorch☆843Updated 11 months ago
- A library to analyze PyTorch traces.☆391Updated last week
- A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.☆1,207Updated this week
- Tutorial for building a custom CUDA function for Pytorch☆517Updated 6 years ago
- NCCL Tests☆1,156Updated 2 weeks ago
- Benchmark Suite for Deep Learning☆269Updated 4 months ago
- Collective communications library with various primitives for multi-machine training.☆1,317Updated last week
- PyTorch C++ API Documentation☆230Updated last month
- TorchX is a universal job launcher for PyTorch applications. TorchX is designed to have fast iteration time for training/research and sup…☆368Updated last week
- PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT☆2,785Updated this week
- PyTorch native quantization and sparsity for training and inference☆2,125Updated this week
- Slicing a PyTorch Tensor Into Parallel Shards☆299Updated 2 weeks ago
- functorch is JAX-like composable function transforms for PyTorch.☆1,432Updated this week
- Accelerate PyTorch models with ONNX Runtime☆362Updated 4 months ago
- C++ extensions in PyTorch☆1,101Updated 2 weeks ago
- A Fusion Code Generator for NVIDIA GPUs (commonly known as "nvFuser")☆339Updated this week
- Reference implementations of MLPerf™ inference benchmarks☆1,402Updated last week
- Profiling and inspecting memory in pytorch☆1,061Updated 10 months ago
- Reference implementations of MLPerf™ training benchmarks☆1,684Updated this week
- Library for 8-bit optimizers and quantization routines.☆715Updated 2 years ago