microsoft
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superbenchmark
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A validation and profiling tool for AI infrastructure
254 коммитов 30 Ветки 13 Теги 103 MiB
Python 65%
C++ 21.9%
Cuda 5.4%
Dockerfile 3.1%
HLSL 2.6%
Разное 1.7%
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Yuting Jiang 97ed12f97f
Analyzer: Add Feature - Add multi-rules feature for data diagnosis (#289) 
**Description**
Add multi-rules feature for data diagnosis to support multiple rules' combined check.

**Major Revision**
- revise rule design to support multiple rules combination check
- update related codes and tests
 		2022-02-20 16:59:38 +08:00
.azure-pipelines Benchmarks: Add Benchmark - Add ONNXRuntime inference benchmark based on ORT python API (#245) 2021-12-10 13:53:11 +00:00
.devcontainer Docs - Add config and docs for development experience (#155) 2021-08-16 13:49:19 +08:00
.github Benchmarks: Add Feature - Add GDR-only nccl-tests for Nvidia machines (#299) 2022-02-08 17:59:48 +08:00
.vscode Docs - Add config and docs for development experience (#155) 2021-08-16 13:49:19 +08:00
dockerfile Benchmarks: Add Feature - Add GDR-only nccl-tests for Nvidia machines (#299) 2022-02-08 17:59:48 +08:00
docs Analyzer: Add Feature - Add multi-rules feature for data diagnosis (#289) 2022-02-20 16:59:38 +08:00
examples/benchmarks Benchmarks: Revise Code - Make data checking in gpu_copy optional (#301) 2022-02-08 10:59:27 +08:00
superbench Analyzer: Add Feature - Add multi-rules feature for data diagnosis (#289) 2022-02-20 16:59:38 +08:00
tests Analyzer: Add Feature - Add multi-rules feature for data diagnosis (#289) 2022-02-20 16:59:38 +08:00
third_party Benchmarks: Build Pipeline - Update rccl-tests submodule to fix divide by zero error (#306) 2022-02-09 14:46:29 +00:00
website Bump follow-redirects from 1.14.7 to 1.14.8 in /website (#309) 2022-02-15 13:04:37 +08:00
.clang-format Benchmarks: Add Benchmark - Add the source code of cuda kernel launch overhead benchmark. (#71) 2021-05-18 14:07:27 +08:00
.codecov.yml Bug bash - Merge fix from release/0.2 to main (#124) 2021-07-09 16:54:42 +08:00
.dockerignore Dockerfile - Update CUDA 11.1.1 Dockerfile (#96) 2021-06-16 16:47:52 +08:00
.editorconfig Docs - Add config and docs for development experience (#155) 2021-08-16 13:49:19 +08:00
.flake8 Setup: Revision - Update lint rules (#7) 2021-02-01 14:12:02 +08:00
.gitattributes Setup: Init - Initialize setup.py and basic configs (#4) 2021-01-28 21:01:28 +08:00
.gitignore Benchmarks - Add TensorRT inference benchmark (#236) 2021-11-12 15:27:16 +08:00
.gitmodules Benchmarks: Build Pipeline - Add gpcnet as git submodule and building logic (#228) 2021-10-21 11:28:51 +00:00
.mypy.ini Setup: Revision - Update lint rules (#7) 2021-02-01 14:12:02 +08:00
.pre-commit-config.yaml Setup: Init - Initialize setup.py and basic configs (#4) 2021-01-28 21:01:28 +08:00
.style.yapf Setup: Revision - Update lint rules (#7) 2021-02-01 14:12:02 +08:00
CODE_OF_CONDUCT.md Initial CODE_OF_CONDUCT.md commit 2020-12-16 18:22:21 -08:00
LICENSE Initial LICENSE commit 2020-12-16 18:22:25 -08:00
MANIFEST.in Bug bash - Fix bugs in multi GPU benchmarks (#98) 2021-06-23 18:16:43 +08:00
Makefile Runner - Fetch benchmarks results on all nodes (#116) 2021-07-02 21:45:56 +08:00
README.md Release - SuperBench v0.4.0 (#278) 2021-12-30 16:24:00 +08:00
SECURITY.md Setup: Init - Initialize setup.py and basic configs (#4) 2021-01-28 21:01:28 +08:00
SUPPORT.md Docs - Initialize README (#6) 2021-02-01 20:21:12 +08:00
setup.py Benchmarks: Add Feature - Add percentile metrics for ort and pytorch inference benchmarks (#283) 2022-01-19 10:49:56 +08:00

README.md

SuperBench

Build Image Codecov Website Latest Release Docker Pulls License

Azure Pipelines Build Status
cpu-unit-test Build Status
cuda-unit-test Build Status
ansible-integration-test Build Status

SuperBench is a validation and profiling tool for AI infrastructure.

📢 v0.4.0 has been released!

Check aka.ms/superbench for more details.

Trademarks

This project may contain trademarks or logos for projects, products, or services. Authorized use of Microsoft trademarks or logos is subject to and must follow Microsoft's Trademark & Brand Guidelines. Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship. Any use of third-party trademarks or logos are subject to those third-party's policies.