0.1.9

v0.1.9 (20/08/2020)

cuDNN integration enhancement and bug fixes

• [bug] Fix cudnn conv math type fallback #3460

  设置 cudnn conv math type

• [enhancement] Add cuDNN implementation for bias_add #3489

  增加 bias add 调用 cudnn 的实现

• [enhancement] Remove useless code in cudnn conv util #3480

  删除 cudnn conv util 中的冗余代码

Eager execution enhancement

• [feature] manipulate lazy interface blobs in eager #3226

  在 eager 中操作 lazy blob

CPU-only support

纯 CPU 支持的相关改动

• [feature] Dev pure cpu #3398
• [enhancement] Dev bn ln cpu #3431
• [feature] bert cpu #3476
• [enhancement] Dev Layer Norm CPU and Batch Norm CPU training #3433
• [bug] fix some bug in dev pure cpu #3410
• [enhancement] conv2d cpu support groups #3488
• [enhancement] Dev bn training cpu #3445

Preprocessing

数据预处理的改动

• [feature] image.random_crop #3442
• [enhancement] Refactor image resize #3450

Op/Kernel optimizations

• [enhancement] Optimize transpose performance #3487

  优化 transpose 性能

• [enhancement] Refactor slice op #3444

  优化 slice op

• [feature] Fused softmax kernel #3496

  融合版本的 softmax

• [enhancement] Optimize conv performance #3477

  优化 conv 性能

System

• [bug] Add B21SubTskGphBuilder #3360

  修复多机消耗更多内存的 bug

Python front end

• [enhancement] Add typing.List global function return annotation #3443

  增加 oneflow function 的返回值签名

Documentation

增加/修订文档

• [enhancement] add api docs #3483
• [enhancement] Dev add docstring2 #3305

Development and tooling

开发 / Debug 工具相关的修改

• [feature] Dev boxing log #3466

  增加 boxing 日志

• [feature] add dqn to model tests #3473

  DQN 加入集成测试

• [enhancement] py fmt respects gitignore #3492

• [feature] Add OF_CUDA_CHECK/OF_CUDNN_CHECK/OF_CUBLAS_CHECK/OF_CURAND_CHECK #3446

  优化 CUDA CHECK 的错误信息