Docs - Upgrade version and release note (#508)

__Description__

Upgrade version and release note.

__Major Revision__

- Upgrade package versions
- Add release note for v0.8.0

docs/developer-guides/using-docker.mdx

@@ -29,7 +29,7 @@ You need to [clone the code](./development.md#set-up) first before building the
 export DOCKER_BUILDKIT=1
 docker buildx build \
   --platform linux/amd64 --cache-to type=inline,mode=max \
-  --tag superbench-dev --file dockerfile/cuda11.1.1.dockerfile .
+  --tag superbench-dev --file dockerfile/cuda12.1.dockerfile .
 ```
 
 </TabItem>
@@ -39,7 +39,7 @@ docker buildx build \
 export DOCKER_BUILDKIT=1
 docker buildx build \
   --platform linux/amd64 --cache-to type=inline,mode=max \
-  --tag superbench-dev --file dockerfile/rocm4.2-pytorch1.7.0.dockerfile .
+  --tag superbench-dev --file dockerfile/rocm5.1.x.dockerfile .
 ```
 
 </TabItem>

docs/getting-started/installation.mdx

@@ -45,7 +45,7 @@ but it is not strictly necessary.
 
 ```bash
 # create a new virtual environment
-python3 -m venv --system-site-packages ./venv
+python3 -m venv ./venv
 # activate the virtual environment
 source ./venv/bin/activate
 
@@ -61,7 +61,7 @@ You can clone the source from GitHub and build it.
 :::note Note
 You should checkout corresponding tag to use release version, for example,
 
-`git clone -b v0.7.0 https://github.com/microsoft/superbenchmark`
+`git clone -b v0.8.0 https://github.com/microsoft/superbenchmark`
 :::
 
 ```bash

docs/getting-started/run-superbench.md

@@ -27,7 +27,7 @@ sb deploy -f remote.ini --host-password [password]
 :::note Note
 You should deploy corresponding Docker image to use release version, for example,
 
-`sb deploy -f local.ini -i superbench/superbench:v0.7.0-cuda11.1.1`
+`sb deploy -f local.ini -i superbench/superbench:v0.8.0-cuda12.1`
 
 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.
 

docs/superbench-config.mdx

@@ -70,7 +70,7 @@ superbench:
 <TabItem value='example'>
 
 ```yaml
-version: v0.7
+version: v0.8
 superbench:
   enable: benchmark_1
   monitor:

docs/user-tutorial/container-images.mdx

@@ -29,6 +29,8 @@ available tags are listed below for all stable versions.
 
 | Tag               | Description                        |
 |-------------------|------------------------------------|
+| v0.8.0-cuda12.1   | SuperBench v0.8.0 with CUDA 12.1   |
+| v0.8.0-cuda11.1.1 | SuperBench v0.8.0 with CUDA 11.1.1 |
 | v0.7.0-cuda11.8   | SuperBench v0.7.0 with CUDA 11.8   |
 | v0.7.0-cuda11.1.1 | SuperBench v0.7.0 with CUDA 11.1.1 |
 | v0.6.0-cuda11.1.1 | SuperBench v0.6.0 with CUDA 11.1.1 |
@@ -43,6 +45,10 @@ available tags are listed below for all stable versions.
 
 | Tag                           | Description                                      |
 |-------------------------------|--------------------------------------------------|
+| v0.8.0-rocm5.1.3              | SuperBench v0.8.0 with ROCm 5.1.3                |
+| v0.8.0-rocm5.1.1              | SuperBench v0.8.0 with ROCm 5.1.1                |
+| v0.8.0-rocm5.0.1              | SuperBench v0.8.0 with ROCm 5.0.1                |
+| v0.8.0-rocm5.0                | SuperBench v0.8.0 with ROCm 5.0                  |
 | v0.7.0-rocm5.1.3              | SuperBench v0.7.0 with ROCm 5.1.3                |
 | v0.7.0-rocm5.1.1              | SuperBench v0.7.0 with ROCm 5.1.1                |
 | v0.7.0-rocm5.0.1              | SuperBench v0.7.0 with ROCm 5.0.1                |

docs/user-tutorial/data-diagnosis.md

@@ -65,7 +65,7 @@ superbench:
 example:
 ```yaml
 # SuperBench rules
-version: v0.7
+version: v0.8
 superbench:
   rules:
     failure-rule:

docs/user-tutorial/result-summary.md

@@ -58,7 +58,7 @@ superbench:
 
 ```yaml title="Example"
 # SuperBench rules
-version: v0.7
+version: v0.8
 superbench:
   rules:
     kernel_launch:

superbench/__init__.py

@@ -6,5 +6,5 @@
 Provide hardware and software benchmarks for AI systems.
 """
 
-__version__ = '0.7.0'
+__version__ = '0.8.0'
 __author__ = 'Microsoft'

superbench/config/amd_mi100_hpe.yaml

@@ -3,7 +3,7 @@
 # Server:
 #   - Product: HPE Apollo 6500
 
-version: v0.7
+version: v0.8
 superbench:
   enable: null
   var:

superbench/config/amd_mi100_z53.yaml

@@ -4,7 +4,7 @@
 #   - Product: G482-Z53
 #   - Link: https://www.gigabyte.cn/FileUpload/Global/MicroSite/553/G482-Z53.html
 
-version: v0.7
+version: v0.8
 superbench:
   enable: null
   var:

superbench/config/azure/inference/standard_nc64as_t4_v3.yaml

-version: v0.7
+version: v0.8
 superbench:
   enable: null
   monitor:

superbench/config/azure/inference/standard_nc96ads_a100_v4.yaml

-version: v0.7
+version: v0.8
 superbench:
   enable: null
   monitor:

superbench/config/azure/inference/standard_nv18ads_a10_v5.yaml

-version: v0.7
+version: v0.8
 superbench:
   enable: null
   monitor:

superbench/config/azure_ndmv4.yaml

@@ -3,7 +3,7 @@
 # Azure NDm A100 v4
 # reference: https://docs.microsoft.com/en-us/azure/virtual-machines/ndm-a100-v4-series
 
-version: v0.7
+version: v0.8
 superbench:
   enable: null
   monitor:

superbench/config/azure_ndv4.yaml

 # SuperBench Config
-version: v0.7
+version: v0.8
 superbench:
   enable: null
   monitor:

superbench/config/default.yaml

 # SuperBench Config
-version: v0.7
+version: v0.8
 superbench:
   enable: null
   monitor:

website/blog/2023-04-14-release-0-8.md

+---
+slug: release-sb-v0.8
+title: Releasing SuperBench v0.8
+author: Peng Cheng
+author_title: SuperBench Team
+author_url: https://github.com/cp5555
+author_image_url: https://github.com/cp5555.png
+tags: [superbench, announcement, release]
+---
+
+We are very happy to announce that **SuperBench 0.8.0 version** is officially released today!
+
+You can install and try superbench by following [Getting Started Tutorial](https://microsoft.github.io/superbenchmark/docs/getting-started/installation).
+
+## SuperBench 0.8.0 Release Notes
+
+### SuperBench Improvements
+
+- Support SuperBench Executor running on Windows.
+- Remove fixed rccl version in rocm5.1.x docker file.
+- Upgrade networkx version to fix installation compatibility issue.
+- Pin setuptools version to v65.7.0.
+- Limit ansible_runner version for Python 3.6.
+- Support cgroup V2 when read system metrics in monitor.
+- Fix analyzer bug in Python 3.8 due to pandas api change.
+- Collect real-time GPU power in monitor.
+- Remove unreachable condition when write host list in mpi mode.
+- Upgrade Docker image with cuda12.1, nccl 2.17.1-1, hpcx v2.14, and mlc 3.10.
+- Fix wrong unit of cpu-memory-bw-latency in document.
+
+### Micro-benchmark Improvements
+
+- Add STREAM benchmark for sustainable memory bandwidth and the corresponding computation rate.
+- Add HPL Benchmark for HPC Linpack Benchmark.
+- Support flexible warmup and non-random data initialization in cublas-benchmark.
+- Support error tolerance in micro-benchmark for CuDNN function.
+- Add distributed inference benchmark.
+- Support tensor core precisions (e.g., FP8) and batch/shape range in cublaslt gemm.
+
+### Model Benchmark Improvements
+
+- Fix torch.dist init issue with multiple models.
+- Support TE FP8 in BERT/GPT2 model.
+- Add num_workers configurations in model benchmark.

website/docusaurus.config.js

@@ -101,7 +101,7 @@ module.exports = {
     announcementBar: {
       id: 'supportus',
       content:
-        '📢 <a href="https://microsoft.github.io/superbenchmark/blog/release-sb-v0.7">v0.7.0</a> has been released! ' +
+        '📢 <a href="https://microsoft.github.io/superbenchmark/blog/release-sb-v0.8">v0.8.0</a> has been released! ' +
         '⭐️ If you like SuperBench, give it a star on <a target="_blank" rel="noopener noreferrer" href="https://github.com/microsoft/superbenchmark">GitHub</a>! ⭐️',
     },
     algolia: {

website/package-lock.json

 {
   "name": "superbench-website",
-  "version": "0.7.0",
+  "version": "0.8.0",
   "lockfileVersion": 1,
   "requires": true,
   "dependencies": {

website/package.json

 {
   "name": "superbench-website",
-  "version": "0.7.0",
+  "version": "0.8.0",
   "private": true,
   "scripts": {
     "docusaurus": "docusaurus",