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Docs - Upgrade version and release note (#650)
**Description** Upgrade version and release note. **Major Revision** - Upgrade package versions - Add release note for v0.11.0
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‎README.md

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__SuperBench__ is a validation and profiling tool for AI infrastructure.
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📢 [v0.10.0](https://github.com/microsoft/superbenchmark/releases/tag/v0.10.0) has been released!
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📢 [v0.11.0](https://github.com/microsoft/superbenchmark/releases/tag/v0.11.0) has been released!
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## _Check [aka.ms/superbench](https://aka.ms/superbench) for more details._
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‎docs/getting-started/installation.mdx

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:::note Note
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You should checkout corresponding tag to use release version, for example,
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`git clone -b v0.10.0 https://github.com/microsoft/superbenchmark`
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`git clone -b v0.11.0 https://github.com/microsoft/superbenchmark`
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:::
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```bash

‎docs/getting-started/run-superbench.md

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:::note Note
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You should deploy corresponding Docker image to use release version, for example,
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`sb deploy -f local.ini -i superbench/superbench:v0.10.0-cuda12.2`
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`sb deploy -f local.ini -i superbench/superbench:v0.11.0-cuda12.4`
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You should note that version of git repo only determines version of sb CLI, and not the sb container. You should define the container version even if you specified a release version for the git clone.
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‎docs/superbench-config.mdx

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<TabItem value='example'>
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```yaml
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version: v0.10
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version: v0.11
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superbench:
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enable: benchmark_1
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monitor:

‎docs/user-tutorial/container-images.mdx

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| Tag | Description |
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|--------------------|-------------------------------------|
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| v0.11.0-cuda12.4 | SuperBench v0.11.0 with CUDA 12.4 |
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| v0.11.0-cuda12.2 | SuperBench v0.11.0 with CUDA 12.2 |
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| v0.11.0-cuda11.1.1 | SuperBench v0.11.0 with CUDA 11.1.1 |
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| v0.10.0-cuda12.2 | SuperBench v0.10.0 with CUDA 12.2 |
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| v0.10.0-cuda11.1.1 | SuperBench v0.10.0 with CUDA 11.1.1 |
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| v0.9.0-cuda12.1 | SuperBench v0.9.0 with CUDA 12.1 |
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| Tag | Description |
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|-------------------------------|--------------------------------------------------|
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| v0.11.0-rocm6.2 | SuperBench v0.11.0 with ROCm 6.2 |
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| v0.11.0-rocm6.0 | SuperBench v0.11.0 with ROCm 6.0 |
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| v0.10.0-rocm6.0 | SuperBench v0.10.0 with ROCm 6.0 |
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| v0.10.0-rocm5.7 | SuperBench v0.10.0 with ROCm 5.7 |
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| v0.9.0-rocm5.1.3 | SuperBench v0.9.0 with ROCm 5.1.3 |
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| v0.9.0-rocm5.1.1 | SuperBench v0.9.0 with ROCm 5.1.1 |

‎docs/user-tutorial/data-diagnosis.md

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example:
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```yaml
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# SuperBench rules
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version: v0.10
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version: v0.11
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superbench:
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rules:
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failure-rule:

‎docs/user-tutorial/result-summary.md

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```yaml title="Example"
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# SuperBench rules
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version: v0.10
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version: v0.11
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superbench:
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rules:
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kernel_launch:

‎superbench/__init__.py

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Provide hardware and software benchmarks for AI systems.
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"""
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__version__ = '0.10.0'
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__version__ = '0.11.0'
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__author__ = 'Microsoft'

‎superbench/config/amd_mi100_hpe.yaml

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# Server:
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# - Product: HPE Apollo 6500
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version: v0.10
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version: v0.11
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superbench:
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enable: null
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var:

‎superbench/config/amd_mi100_z53.yaml

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# - Product: G482-Z53
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# - Link: https://www.gigabyte.cn/FileUpload/Global/MicroSite/553/G482-Z53.html
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version: v0.10
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version: v0.11
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superbench:
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enable: null
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var:

‎superbench/config/azure/inference/standard_nc64as_t4_v3.yaml

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version: v0.10
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version: v0.11
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superbench:
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enable: null
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monitor:

‎superbench/config/azure/inference/standard_nc96ads_a100_v4.yaml

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version: v0.10
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version: v0.11
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superbench:
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enable: null
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monitor:

‎superbench/config/azure/inference/standard_nv18ads_a10_v5.yaml

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version: v0.10
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version: v0.11
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superbench:
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‎superbench/config/azure_ndmv4.yaml

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# Azure NDm A100 v4
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# reference: https://docs.microsoft.com/en-us/azure/virtual-machines/ndm-a100-v4-series
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version: v0.10
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version: v0.11
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superbench:
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enable: null
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‎superbench/config/azure_ndv4.yaml

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# SuperBench Config
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version: v0.10
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version: v0.11
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superbench:
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enable: null
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monitor:

‎superbench/config/default.yaml

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# SuperBench Config
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version: v0.10
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version: v0.11
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superbench:
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monitor:

‎website/blog/2024-09-20-release-0-11.md

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---
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slug: release-sb-v0.11
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title: Releasing SuperBench v0.11
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author: Peng Cheng
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author_title: SuperBench Team
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author_url: https://github.com/cp5555
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author_image_url: https://github.com/cp5555.png
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tags: [superbench, announcement, release]
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---
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We are very happy to announce that **SuperBench 0.11.0 version** is officially released today!
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You can install and try superbench by following [Getting Started Tutorial](https://microsoft.github.io/superbenchmark/docs/getting-started/installation).
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## SuperBench 0.11.0 Release Notes
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### SuperBench Improvements
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- Add CUDA 12.4 dockerfile.
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- Upgrade nccl version to v2.23.4 and install ucx v1.16.0 in cuda 12.4 dockefile.
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- Fix MSCCL build error in CUDA12.4 docker build pipeline.
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- Add ROCm6.2 dockerfile.
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- Update hpcx link in cuda11.1 dockerfile to fix docker build failure.
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- Improve document (Fix metrics name and typos in user tutorial, add BibTeX in README and repo).
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- Limit protobuf version to be 3.20.x to fix onnxruntime dependency error.
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- Update omegaconf version to 2.3.0 and fix issues caused by omegaconf version update.
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- Fix MSCCL build error in CUDA12.4 docker build pipeline.
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- Update Docker Exec Command for Persistent HPCX Environment.
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- Fix cuda 12.2 dockerfile LD_LIBRARY_PATH issue.
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- Use types-setuptools to replace types-pkg_resources.
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- Add configuration for NDv5 H100 and AMD MI300x.
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### Micro-benchmark Improvements
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- Add hipblasLt tuning to dist-inference cpp implementation.
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- Add support for NVIDIA L4/L40/L40s GPUs in gemm-flops.
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- Upgrade mlc to v3.11.
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## Model-benchmark Improvements
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- Support FP8 transformer model training in ROCm6.2 dockerfile.
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### Result Analysis
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- Fix bug of failure test and warning of pandas in data diagnosis.

‎website/docusaurus.config.js

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announcementBar: {
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content:
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'📢 <a href="https://microsoft.github.io/superbenchmark/blog/release-sb-v0.10">v0.10.0</a> has been released! ' +
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'📢 <a href="https://microsoft.github.io/superbenchmark/blog/release-sb-v0.11">v0.11.0</a> has been released! ' +
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'⭐️ If you like SuperBench, give it a star on <a target="_blank" rel="noopener noreferrer" href="https://github.com/microsoft/superbenchmark">GitHub</a>! ⭐️',
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},
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algolia: {

‎website/package-lock.json

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‎website/package.json

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{
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"name": "superbench-website",
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"version": "0.10.0",
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"version": "0.11.0",
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"private": true,
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"scripts": {
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"docusaurus": "docusaurus",
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"last 1 safari version"
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]
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}
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}

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