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acm-icpc-api-service

acm-icpc-frontend

aiproducts-challenge

In CVPR 2020 AliProducts Challenge: Large-scale Product Recognition, we got error rate 0.099 and ranked No.6. The model wil get higher score if using deeper backbone, larger bachsize or larger resolution.

aluminum

Aluminum GPU-aware Communication Library

anakin

High performance Cross-platform Inference-engine, you could run Anakin on x86-cpu,arm, nv-gpu, amd-gpu,bitmain and cambricon devices.

apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

bagua-core

Core communication lib for Bagua.

bagua-net

bloom-cot

Ongoing research training transformer language models at scale, including: BERT & GPT-2

blueprint-trainer

Scaffolding for sequence model training research.

brpc-conda-recipe

c4-dataset-script

Inspired by google c4, here is a series of colossal clean data cleaning scripts focused on CommonCrawl data processing. Including Chinese data processing and cleaning methods in MassiveText.

colossalai

Colossal-AI: A Unified Deep Learning System for Large-Scale Parallel Training

colossalai-examples

Examples of training models with hybrid parallelism using ColossalAI

conda

OS-agnostic, system-level binary package manager and ecosystem

conversational-datasets

deep-text-recognition-benchmark

Text recognition (optical character recognition) with deep learning methods.

deepreinforcementlearning

A replica of the AlphaZero methodology for deep reinforcement learning in Python

deepspeed

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

deepspeed_liuhatry

deepspeedexamples

Example models using DeepSpeed

do-we-need-attention

easyocr

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

elastic

PyTorch elastic training

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

examples-1

Bagua examples.

fairscale

PyTorch extensions for high performance and large scale training.

fairscale-examples

fastmoe

A fast MoE impl for PyTorch

fastmoe_shen