bensander

tensorflow

An Open Source Machine Learning Framework for Everyone

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

onnx

Open standard for machine learning interoperability

horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

tvm

Open deep learning compiler stack for cpu, gpu and specialized accelerators

ROCm

AMD ROCm™ Software - GitHub Home

HIP

HIP: C++ Heterogeneous-Compute Interface for Portability

glow

Compiler for Neural Network hardware accelerators

ispc

Intel® Implicit SPMD Program Compiler

mlir

"Multi-Level Intermediate Representation" Compiler Infrastructure

MIOpen

AMD's Machine Intelligence Library

tiramisu

A polyhedral compiler for expressing fast and portable data parallel algorithms

ROCm-docker

Dockerfiles for the various software layers defined in the ROCm software platform

radeon_gpu_profiler

Radeon GPU Profiler (RGP) is a tool from AMD that allows for deep inspection of GPU workloads.

deepmark

THE Deep Learning Benchmarks

ngraph-python

Original Python version of Intel® Nervana™ Graph

Tensile

Stretching GPU performance for GEMMs and tensor contractions.

hipCaffe

(Deprecated) hipCaffe: the HIP port of Caffe

HIP-CPU

An implementation of HIP that works on CPUs, across OSes.

gpumembench

A GPU benchmark suite for assessing on-chip GPU memory bandwidth

training_policies

Issues related to MLPerf™ training policies, including rules and suggested changes

fathom

Reference workloads for modern deep learning methods.

UIF

deepSpeech2

End-to-end speech recognition using TensorFlow

ROCm.github.io

ROCm Website

Thrust

HIP back-end for Thrust that has been replaced by rocThrust

cutorch_hip

machine-learning

repository for notes and data from machine learning studies

rocm-timeline-generator