pytorch / xlaLinks
Enabling PyTorch on XLA Devices (e.g. Google TPU)
☆2,748Updated last month
Alternatives and similar repositories for xla
Users that are interested in xla are comparing it to the libraries listed below
Sorting:
- PyTorch extensions for high performance and large scale training.☆3,397Updated 9 months ago
- TorchBench is a collection of open source benchmarks used to evaluate PyTorch performance.☆1,012Updated this week
- Mesh TensorFlow: Model Parallelism Made Easier☆1,625Updated 2 years ago
- A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.☆1,247Updated last week
- Flax is a neural network library for JAX that is designed for flexibility.☆7,058Updated last week
- JAX-based neural network library☆3,182Updated last week
- A Python-level JIT compiler designed to make unmodified PyTorch programs faster.☆1,072Updated last year
- FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/☆1,525Updated this week
- functorch is JAX-like composable function transforms for PyTorch.☆1,436Updated 5 months ago
- A GPipe implementation in PyTorch☆863Updated last year
- Serve, optimize and scale PyTorch models in production☆4,358Updated 6 months ago
- Make huge neural nets fit in memory☆2,830Updated 5 years ago
- Reference implementations of MLPerf® training benchmarks☆1,739Updated last month
- C++ extensions in PyTorch☆1,183Updated 3 weeks ago
- Profiling and inspecting memory in pytorch☆1,077Updated 5 months ago
- High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.☆4,727Updated this week
- A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point (FP8 and FP4) precision on H…☆3,132Updated this week
- PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT☆2,939Updated this week
- A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep lear…☆5,613Updated last week
- torch-optimizer -- collection of optimizers for Pytorch☆3,160Updated last year
- Toolbox of models, callbacks, and datasets for AI/ML researchers.☆1,754Updated 2 weeks ago
- A lightweight library for PyTorch training tools and utilities☆1,720Updated this week
- A CPU+GPU Profiling library that provides access to timeline traces and hardware performance counters.☆921Updated this week
- Collective communications library with various primitives for multi-machine training.☆1,391Updated 3 weeks ago
- 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…☆1,586Updated last week
- PyTorch elastic training☆728Updated 3 years ago
- The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.☆1,742Updated this week
- A machine learning compiler for GPUs, CPUs, and ML accelerators☆3,956Updated this week
- Library for 8-bit optimizers and quantization routines.☆780Updated 3 years ago
- Transformer related optimization, including BERT, GPT☆6,392Updated last year