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caffe

Caffe: a fast open framework for deep learning.

caffe-tensorflow

Caffe models in TensorFlow

cublas_perf

Testing the performance of the cuBLAS

cuda-convnet2

Automatically exported from code.google.com/p/cuda-convnet2

cudnn-tuning

Codes for auto-tuning cudnn conv forward implementations

fathom

Reference workloads for modern deep learning methods.

fbgemm

FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/

flash-attention

Fast and memory-efficient exact attention

gd06.github.io

Homepage

gpgpu-sim_distribution

GPGPU-Sim provides a detailed simulation model of contemporary NVIDIA GPUs running CUDA and/or OpenCL workloads. It includes support for features such as TensorCores and CUDA Dynamic Parallelism as well as a performance visualization tool, AerialVisoin, and an integrated energy model, GPUWattch.

halide

a language for fast, portable data-parallel computation

leveldb

LevelDB is a fast key-value storage library written at Google that provides an ordered mapping from string keys to string values.

mkldnn-perf

Testing the performance of the MKL-DNN

models

Models and examples built with TensorFlow

mpu-asplos-2021

Source code of MPU simulator and compiler for ASPLOS 2021 submission.

mpu-homepage

Homepage of the MPU project based on the Cayman theme.

mpu-sim_distribution

mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

niftyrec

NiftyRec is a software toolbox for Tomographic image reconstruction. NiftyRec is written in C and computationally intensive functions have a GPU accelerated version based on NVidia CUDA. NiftyRec includes a Matlab Toolbox and a Python Package that access the low level routines, hiding the complexity of the GPU accelerated algorithms.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-cifar

95.16% on CIFAR10 with PyTorch

torchrec

Pytorch domain library for recommendation systems

xformers

Hackable and optimized Transformers building blocks, supporting a composable construction.