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Fast inference engine for Transformer models
Created
2019-09-23
2,189 commits to master branch, last one 3 days ago
This repository has no description...
Created
2016-08-09
138 commits to master branch, last one 2 years ago
📚150+ Tensor/CUDA Cores Kernels, ⚡️flash-attention-mma, ⚡️hgemm with WMMA, MMA and CuTe (98%~100% TFLOPS of cuBLAS 🎉🎉).
Created
2022-12-17
416 commits to main branch, last one 5 hours ago
Tuned OpenCL BLAS
Created
2015-05-30
1,483 commits to master branch, last one about a month ago
BLISlab: A Sandbox for Optimizing GEMM
Created
2016-04-20
176 commits to master branch, last one 5 years ago
Several optimization methods of half-precision general matrix multiplication (HGEMM) using tensor core with WMMA API and MMA PTX instruction.
Created
2023-06-22
1 commits to master branch, last one 3 months ago
High-Performance FP32 Matrix Multiplication on CPU
Created
2024-07-01
81 commits to main branch, last one 17 days ago
Optimizing SGEMM kernel functions on NVIDIA GPUs to a close-to-cuBLAS performance.
Created
2021-04-25
18 commits to main branch, last one 3 years ago
The HPC toolbox: fused matrix multiplication, convolution, data-parallel strided tensor primitives, OpenMP facilities, SIMD, JIT Assembler, CPU detection, state-of-the-art vectorized BLAS for floats a...
Created
2018-10-13
401 commits to master branch, last one 11 months ago
Stretching GPU performance for GEMMs and tensor contractions.
Created
2015-11-05
5,543 commits to develop branch, last one 11 days ago
🔥🔥🔥 A collection of some awesome public CUDA, cuBLAS, TensorRT, TensorRT-LLM, Triton and High Performance Computing (HPC) projects.
Created
2023-02-23
14 commits to main branch, last one 6 days ago
DBCSR: Distributed Block Compressed Sparse Row matrix library
Created
2018-06-05
3,474 commits to develop branch, last one 4 days ago
Single file libraries for C/C++
Created
2017-03-08
178 commits to master branch, last one 4 months ago
Stepwise optimizations of DGEMM on CPU, reaching performance faster than Intel MKL eventually, even under multithreading.
Created
2020-09-08
43 commits to master branch, last one 2 years ago
hipBLASLt is a library that provides general matrix-matrix operations with a flexible API and extends functionalities beyond a traditional BLAS library
Created
2022-09-16
1,610 commits to develop branch, last one 22 hours ago
Several optimization methods of half-precision general matrix vector multiplication (HGEMV) using CUDA core.
Created
2023-10-09
1 commits to master branch, last one 3 months ago
FP64 equivalent GEMM via Int8 Tensor Cores using the Ozaki scheme
Created
2023-06-14
242 commits to main branch, last one 3 months ago
PyTorch half precision gemm lib w/ fused optional bias + optional relu/gelu
Created
2024-04-10
14 commits to master branch, last one 18 days ago
A Flexible and Energy Efficient Accelerator For Sparse Convolution Neural Network
Created
2024-06-06
92 commits to master branch, last one 3 months ago
The simplest but fast implementation of matrix multiplication in CUDA.
Created
2024-04-05
33 commits to master branch, last one 4 months ago