**Description**
Generate baseline given results from multiple nodes.
**Major Revision**
- Add sub command `sb result generate-baseline`
- Add UT and docs
---------
Co-authored-by: 454314380 <454314380@qq.com>
Co-authored-by: Yuting Jiang <yutingjiang@microsoft.com>
**Description**
Update mlc version into 3.10 for cuda and rocm dockerfiles to be
consistent with cuda12 dockerfile
Co-authored-by: yukirora <yuting.jiang@microsoft.com>
**Description**
Add dockerfile for win10 and building script for directx_benchmarks.
**Major Revision**
- Add docker file for win10 and required scripts to install the
dependency
- Add building script to build all directx vs benchmarks
- Add call of building script in Makefile
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Co-authored-by: yukirora <yuting.jiang@microsoft.com>
Co-authored-by: Yifan Xiong <yifan.xiong@microsoft.com>
**Description**
Cherry-pick bug fixes from v0.8.0 to main.
**Major Revisions**
* Monitor - Fix the cgroup version checking logic (#502)
* Benchmark - Fix matrix size overflow issue in cuBLASLt GEMM (#503)
* Fix wrong torch usage in communication wrapper for Distributed
Inference Benchmark (#505)
* Analyzer: Fix bug in python3.8 due to pandas api change (#504)
* Bug - Fix bug to get metric from cmd when error happens (#506)
* Monitor - Collect realtime GPU power when benchmarking (#507)
* Add num_workers argument in model benchmark (#511)
* Remove unreachable condition when write host list (#512)
* Update cuda11.8 image to cuda12.1 based on nvcr23.03 (#513)
* Doc - Fix wrong unit of cpu-memory-bw-latency in doc (#515)
* Docs - Upgrade version and release note (#508)
Co-authored-by: guoshzhao <guzhao@microsoft.com>
Co-authored-by: Ziyue Yang <ziyyang@microsoft.com>
Co-authored-by: Yuting Jiang <yutingjiang@microsoft.com>
**Description**
The commit(e08b6d3a1c) installs a rccl
version which is causing "undefined symbol: ncclGetLastError" while
trying to import torch. Revert it to avoid the error.
Update version to include revision hash and date in "{last tag}+g{git
hash}.d{date}" format, here're the examples:
* exact tag: 0.6.0
* commit after tag: 0.6.0+gcbb1b34
* commit after tag with local changes: 0.6.0+gcbb1b34.d20221028
**Description**
Cherry-pick bug fixes from v0.6.0 to main.
**Major Revisions**
* Enable latency test in ib traffic validation distributed benchmark (#396)
* Enhance parameter parsing to allow spaces in value (#397)
* Update apt packages in dockerfile (#398)
* Upgrade colorlog for NO_COLOR support (#404)
* Analyzer - Update error handling to support exit code of sb result diagnosis (#403)
* Analyzer - Make baseline file optional in data diagnosis and fix bugs (#399)
* Enhance timeout cleanup to avoid possible hanging (#405)
* Auto generate ibstat file by pssh (#402)
* Analyzer - Format int type and unify empty value to N/A in diagnosis output file (#406)
* Docs - Upgrade version and release note (#407)
* Docs - Fix issues in document (#408)
Co-authored-by: Yang Wang <yangwang1@microsoft.com>
Co-authored-by: Yuting Jiang <yutingjiang@microsoft.com>
__Description__
Update Python setup for require packages.
__Major Revisions__
* downgrade requests version to be compatible with python 3.6, add corresponding pipeline for 3.6
* add extra entry in extras_require for nested packages
* update `pip install` contents accordingly
An enhancement for topo-aware IB performance validation #373.
This PR will auto-generate a required ibstate file `ib_traffic_topo_aware_ibstat.txt` which is used as input to build a graph.
Update dependencies and Dockerfile:
* upgrade nccl-tests and rccl-tests to current latest version to match
NCCL/RCCL versions
* unify image tag names on DockerHub
* remove verbose output in Dockerfile and minor fix some flags
Fix incorrect ulimit nofile config in Dockerfile.
Instead of bash, sh is used by default where `echo` does not accept any parameters and `-e` is written into /etc/security/limits.conf.
**Description**
Support multiple IB/GPU devices run simultaneously in ib validation benchmark.
**Major Revisions**
- Revise ib_validation_performance.cc so that multiple processes per node could be used to launch multiple perftest commands simultaneously. For each node pair in the config, number of processes per node will run in parallel.
- Revise ib_validation_performance.py to correct file paths and adjust parameters to specify different NICs/GPUs/NUMA nodes.
- Fix env issues in Dockerfile for end-to-end test.
- Update ib-traffic configuration examples in config files.
- Update unit tests and docs accordingly.
Closes#326.
**Description**
Fix cmake and build issues.
**Major Revision**
* Remove unnecessary boost build
* Remove user-agent for mlc
* Remove -j for third party to build each project in sequence
* Fix ansible collections installation path
__Description__
Cherry-pick bug fixes from v0.4.0 to main.
__Major Revisions__
* Bug - Fix issues for Ansible and benchmarks (#267)
* Tests - Refine test cases for microbenchmark (#268)
* Bug - Build openmpi with ucx support in rocm dockerfiles (#269)
* Benchmarks: Fix Bug - Fix fio build issue (#272)
* Docs - Unify metric and add doc for cublas and cudnn functions (#271)
* Monitor: Revision - Add 'monitor/' prefix to monitor metrics in result summary (#274)
* Bug - Fix bug of detecting if gpu_index is none (#275)
* Bug - Fix bugs in data diagnosis (#273)
* Bug - Fix issue that the root mpi rank may not be the first in the hostfile (#270)
* Benchmarks: Configuration - Update inference and network benchmarks in configs (#276)
* Docs - Upgrade version and release note (#277)
Co-authored-by: Yuting Jiang <v-yutjiang@microsoft.com>
**Description**
Add ONNXRuntime inference benchmark based on ORT python API.
**Major Revision**
- Add `ORTInferenceBenchmark` class to export pytorch model to onnx model and do inference
- Add tests and example for `ort-inference` benchmark
- Update the introduction docs.
**Description**
This commit does the following:
1) Adds CPU-initiated copy benchmark;
2) Adds dtod benchmark;
3) Support scanning NUMA nodes and GPUs inside the benchmark program;
4) Change the name of gpu-sm-copy to gpu-copy.
**Description**
Add gpcnet as git submodule and building logic.
**Major Revision**
- add gpcnet as a submodule
- add build logic in third_party/Makefile
__Description__
Resolve "too many open files" issue when runnning NCCL/RCCL on multiple nodes using Docker images, increase nofile number in limits.conf.
**Description**
Setup docker environment in docker container.
**Major Revision**
- Install docker client for cuda and rocm images.
- Mount /var/run/docker.sock from host
Update packages and add build cache for CUDA 11.1.1 Dockerfile:
* Remove duplicate cmake and ompi, which are already in base image
* Add hpcx and sharp lib
* Add cache for gitmodules build
* Sort apt-get packages
Yuting Jiang
guoshzhao
Yifan Xiong
rafsalas19
pnunna93
Yang Wang
Yuting Jiang
Ziyue Yang
Hossein Pourreza
Yuting Jiang