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OneFlow Deep Learning Benchmarks

Introduction

This repository provides OneFlow deep learning benchmark examples for CV, CTR and NLP, and more models are on the way and will be provided here when ready.

Convolutional Networks for Computer Vision Classification

Wide Deep Learning for Click-Through-Rate (CTR) Recommender Systems

BERT for Nature Language Process

GPT for Generative Pre-trained Transformer

OneFlow Benchmark Test Reports

ModelDTypeXLAThroughputSpeedup on 32 devices
ResNet50-V1.5Float32No11.6k imges/sec30.4
BERT base PretrainFloat32No530k tokens/sec28.54