ROCm / AITemplateLinks
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 11 months ago
Alternatives and similar repositories for AITemplate
Users that are interested in AITemplate are comparing it to the libraries listed below
Sorting:
- Development repository for the Triton language and compiler☆122Updated this week
- Fast and memory-efficient exact attention☆173Updated this week
- A high-throughput and memory-efficient inference and serving engine for LLMs☆79Updated this week
- ☆36Updated this week
- AI Tensor Engine for ROCm☆201Updated this week
- OpenAI Triton backend for Intel® GPUs☆189Updated this week
- ☆24Updated last month
- Ahead of Time (AOT) Triton Math Library☆64Updated last week
- ☆208Updated 10 months ago
- Composable Kernel: Performance Portable Programming Model for Machine Learning Tensor Operators☆401Updated this week
- hipBLASLt is a library that provides general matrix-matrix operations with a flexible API and extends functionalities beyond a traditiona…☆97Updated this week
- a simple Flash Attention v2 implementation with ROCM (RDNA3 GPU, roc wmma), mainly used for stable diffusion(ComfyUI) in Windows ZLUDA en…☆43Updated 9 months ago
- ☆46Updated this week
- ☆110Updated last month
- ☆20Updated 2 months ago
- A tool for generating information about the matrix multiplication instructions in AMD Radeon™ and AMD Instinct™ accelerators☆95Updated 2 weeks ago
- A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch☆22Updated this week
- AMD's graph optimization engine.☆220Updated this week
- rocWMMA☆114Updated last week
- ROCm BLAS marshalling library☆142Updated this week
- ☆96Updated 8 months ago
- Intel® Extension for DeepSpeed* is an extension to DeepSpeed that brings feature support with SYCL kernels on Intel GPU(XPU) device. Note…☆61Updated 3 months ago
- Repository to host ROCm Developer Hub Notebook Tutorials☆11Updated this week
- 8-bit CUDA functions for PyTorch☆53Updated 3 weeks ago
- A CUTLASS implementation using SYCL☆23Updated last week
- An extension library of WMMA API (Tensor Core API)☆97Updated 10 months ago
- High-speed GEMV kernels, at most 2.7x speedup compared to pytorch baseline.☆109Updated 10 months ago
- ROC profiler library. Profiling with perf-counters and derived metrics.☆148Updated last week
- ☆61Updated 5 months ago
- An efficient GPU support for LLM inference with x-bit quantization (e.g. FP6,FP5).☆251Updated 7 months ago