Peng's repositories
awesome-cpp
A curated list of awesome C++ (or C) frameworks, libraries, resources, and shiny things. Inspired by awesome-... stuff.
benchmarks
A benchmark framework for Tensorflow
climate-seg-benchmark
Reference implementation for the climate segmentation benchmark, based on the Exascale Deep Learning for Climate Analytics work
cookbook
Deep learning for dummies. All the practical details and useful utilities that go into working with real models.
DeepLearningExamples
Deep Learning Examples
detectron2
Detectron2 is FAIR's next-generation platform for object detection and segmentation.
dlrm
An implementation of a deep learning recommendation model (DLRM)
gloo
Collective communications library with various primitives for multi-machine training.
HIP
HIP : Convert CUDA to Portable C++ Code
Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
Megatron-LM
Ongoing research training transformer language models at scale, including: BERT & GPT-2
nccl-rccl-parser
Tool to run rccl-tests/nccl-tests based on from an application
nmt
TensorFlow Neural Machine Translation Tutorial
rocBLAS
Next generation BLAS implementation for ROCm platform
ROCm
ROCm - Open Source Platform for HPC and Ultrascale GPU Computing
rocm-recipes
Recipes for rocm
ROCm.github.io
ROCm Website
ROCm_Documentation
ROCm Software Platform Documentation
ROCmValidationSuite
The ROCm Validation Suite is a system administrator’s and cluster manager's tool for detecting and troubleshooting common problems affecting AMD GPU(s) running in a high-performance computing environment, enabled using the ROCm software stack on a compatible platform.
Tensile
Stretching GPU performance for GEMMs and tensor contractions.
tensorflow-large-model-support
Large Model Support in Tensorflow
tensorflow-upstream
TensorFlow ROCm port
transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
vision
Datasets, Transforms and Models specific to Computer Vision
YOLOv3_TensorFlow
Complete YOLO v3 TensorFlow implementation. Support training on your own dataset.