pytorch / xlaLinks
Enabling PyTorch on XLA Devices (e.g. Google TPU)
☆2,648Updated this week
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.☆3,352Updated 3 months ago
- TorchBench is a collection of open source benchmarks used to evaluate PyTorch performance.☆969Updated last week
- Mesh TensorFlow: Model Parallelism Made Easier☆1,613Updated last year
- A Python-level JIT compiler designed to make unmodified PyTorch programs faster.☆1,056Updated last year
- Make huge neural nets fit in memory☆2,806Updated 5 years ago
- FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/☆1,416Updated this week
- PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT☆2,824Updated this week
- A GPipe implementation in PyTorch☆846Updated last year
- Flax is a neural network library for JAX that is designed for flexibility.☆6,723Updated this week
- A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep lear…☆5,479Updated last week
- Profiling and inspecting memory in pytorch☆1,065Updated last year
- Reference implementations of MLPerf™ training benchmarks☆1,700Updated 2 weeks ago
- A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.☆1,215Updated this week
- JAX-based neural network library☆3,074Updated this week
- A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper, Ada and Bla…☆2,602Updated this week
- High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.☆4,682Updated last month
- functorch is JAX-like composable function transforms for PyTorch.☆1,436Updated 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…☆1,577Updated last year
- Serve, optimize and scale PyTorch models in production☆4,346Updated last week
- C++ extensions in PyTorch☆1,126Updated last month
- A machine learning compiler for GPUs, CPUs, and ML accelerators☆3,399Updated this week
- Compiler for Neural Network hardware accelerators☆3,309Updated last year
- torch-optimizer -- collection of optimizers for Pytorch☆3,132Updated last year
- maximal update parametrization (µP)☆1,576Updated last year
- A CPU+GPU Profiling library that provides access to timeline traces and hardware performance counters.☆845Updated this week
- PyTorch elastic training☆729Updated 3 years ago
- Toolbox of models, callbacks, and datasets for AI/ML researchers.☆1,735Updated this week
- A GPU performance profiling tool for PyTorch models☆503Updated 4 years ago
- Machine learning metrics for distributed, scalable PyTorch applications.☆2,320Updated last week
- Efficient, scalable and enterprise-grade CPU/GPU inference server for 🤗 Hugging Face transformer models 🚀☆1,687Updated 9 months ago