Awesome
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
Model | DType | XLA | Throughput | Speedup on 32 devices |
---|---|---|---|---|
ResNet50-V1.5 | Float32 | No | 11.6k imges/sec | 30.4 |
BERT base Pretrain | Float32 | No | 530k tokens/sec | 28.54 |