ROCm / AITemplate
AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.
☆11Updated 7 months ago
Alternatives and similar repositories for AITemplate:
Users that are interested in AITemplate are comparing it to the libraries listed below
- Fast and memory-efficient exact attention☆152Updated this week
- A high-throughput and memory-efficient inference and serving engine for LLMs☆57Updated this week
- Development repository for the Triton language and compiler☆104Updated this week
- OpenAI Triton backend for Intel® GPUs☆157Updated this week
- ☆18Updated 2 months ago
- Composable Kernel: Performance Portable Programming Model for Machine Learning Tensor Operators☆338Updated this week
- AMD's graph optimization engine.☆196Updated this week
- ☆15Updated this week
- ☆180Updated 6 months ago
- a simple Flash Attention v2 implementation with ROCM (RDNA3 GPU, roc wmma), mainly used for stable diffusion(ComfyUI) in Windows ZLUDA en…☆35Updated 5 months ago
- hipBLASLt is a library that provides general matrix-matrix operations with a flexible API and extends functionalities beyond a traditiona…☆73Updated this week
- ☆19Updated this week
- RCCL Performance Benchmark Tests☆55Updated 2 weeks ago
- Intel® Extension for DeepSpeed* is an extension to DeepSpeed that brings feature support with SYCL kernels on Intel GPU(XPU) device. Note…☆58Updated last month
- An efficient GPU support for LLM inference with x-bit quantization (e.g. FP6,FP5).☆232Updated 3 months ago
- High-speed GEMV kernels, at most 2.7x speedup compared to pytorch baseline.☆94Updated 6 months ago
- ROCm BLAS marshalling library☆127Updated this week
- collection of benchmarks to measure basic GPU capabilities☆287Updated 3 weeks ago
- Test suite for probing the numerical behavior of NVIDIA tensor cores☆37Updated 6 months ago
- RDC☆26Updated this week
- Stretching GPU performance for GEMMs and tensor contractions.☆231Updated this week
- 8-bit CUDA functions for PyTorch☆42Updated 2 weeks ago
- An extension library of WMMA API (Tensor Core API)☆87Updated 6 months ago
- ☆79Updated 4 months ago
- A Fusion Code Generator for NVIDIA GPUs (commonly known as "nvFuser")☆294Updated this week
- ☆64Updated 2 months ago
- A collection of examples for the ROCm software stack☆179Updated this week
- Fast low-bit matmul kernels in Triton☆199Updated last week
- Applied AI experiments and examples for PyTorch☆216Updated last week