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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:

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