Release - SuperBench v0.12.0 (#729)

**Description**

Cherry-pick bug fixes from v0.12.0 to main.

**Major Revisions**

* #725
* #727
* #728
Co-authored-by: Hongtao Zhang <hongtaozhang@microsoft.com>
Co-authored-by: Yifan Xiong <yixio@microsoft.com>
Co-authored-by: Guoshuai Zhao <guzhao@microsoft.com>

---------
Co-authored-by: Hongtao Zhang <hongtaozhang@microsoft.com>

.github/workflows/build-image.yml

@@ -185,6 +185,11 @@ jobs:
           sources: >-
             superbench/main:cuda12.8-amd64
             superbench/main:cuda12.8-arm64
+        - name: cuda12.9
+          tags: superbench/main:cuda12.9
+          sources: >-
+            superbench/main:cuda12.9-amd64
+            superbench/main:cuda12.9-arm64
     steps:
     - name: Checkout
       uses: actions/checkout@v4

README.md

@@ -15,7 +15,7 @@
 
 __SuperBench__ is a validation and profiling tool for AI infrastructure.
 
-📢 [v0.11.0](https://github.com/microsoft/superbenchmark/releases/tag/v0.11.0) has been released!
+📢 [v0.12.0](https://github.com/microsoft/superbenchmark/releases/tag/v0.12.0) has been released!
 
 ## _Check [aka.ms/superbench](https://aka.ms/superbench) for more details._
 

docs/getting-started/installation.mdx

@@ -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 v0.11.0 https://github.com/microsoft/superbenchmark`
+`git clone -b v0.12.0 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:v0.11.0-cuda12.4`
+`sb deploy -f local.ini -i superbench/superbench:v0.12.0-cuda12.9`
 
 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: v0.11
+version: v0.12
 superbench:
   enable: benchmark_1
   monitor:

docs/user-tutorial/container-images.mdx

@@ -30,6 +30,11 @@ available tags are listed below for all stable versions.
 
 | Tag                | Description                         |
 |--------------------|-------------------------------------|
+| v0.12.0-cuda12.9   | SuperBench v0.12.0 with CUDA 12.9   |
+| v0.12.0-cuda12.8   | SuperBench v0.12.0 with CUDA 12.8   |
+| v0.12.0-cuda12.4   | SuperBench v0.12.0 with CUDA 12.4   |
+| v0.12.0-cuda12.2   | SuperBench v0.12.0 with CUDA 12.2   |
+| v0.12.0-cuda11.1.1 | SuperBench v0.12.0 with CUDA 11.1.1 |
 | v0.11.0-cuda12.4   | SuperBench v0.11.0 with CUDA 12.4   |
 | v0.11.0-cuda12.2   | SuperBench v0.11.0 with CUDA 12.2   |
 | v0.11.0-cuda11.1.1 | SuperBench v0.11.0 with CUDA 11.1.1 |

docs/user-tutorial/data-diagnosis.md

@@ -65,7 +65,7 @@ superbench:
 example:
 ```yaml
 # SuperBench rules
-version: v0.11
+version: v0.12
 superbench:
   rules:
     failure-rule:

docs/user-tutorial/result-summary.md

@@ -58,7 +58,7 @@ superbench:
 
 ```yaml title="Example"
 # SuperBench rules
-version: v0.11
+version: v0.12
 superbench:
   rules:
     kernel_launch:

superbench/__init__.py

@@ -6,5 +6,5 @@
 Provide hardware and software benchmarks for AI systems.
 """
 
-__version__ = '0.11.0'
+__version__ = '0.12.0'
 __author__ = 'Microsoft'

superbench/benchmarks/model_benchmarks/megatron_gpt3.py

@@ -749,7 +749,7 @@ def _cal_params_count(self):
     'megatron-deepseek-v2', MegatronGPT, parameters='--model=deepseek', platform=Platform.ROCM
 )
 BenchmarkRegistry.register_benchmark(
-    'megatron-deepseek-v2',
+    'megatron-deepseek-v2-lite',
     MegatronGPT,
     parameters=(
         '--model=deepseek '

superbench/config/amd_mi100_hpe.yaml

@@ -3,7 +3,7 @@
 # Server:
 #   - Product: HPE Apollo 6500
 
-version: v0.11
+version: v0.12
 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: v0.11
+version: v0.12
 superbench:
   enable: null
   var:

superbench/config/amd_mi300.yaml

 # SuperBench Config
-version: v0.11
+version: v0.12
 superbench:
   enable: null
   var:

superbench/config/azure/inference/standard_nc64as_t4_v3.yaml

-version: v0.11
+version: v0.12
 superbench:
   enable: null
   monitor:

superbench/config/azure/inference/standard_nc96ads_a100_v4.yaml

-version: v0.11
+version: v0.12
 superbench:
   enable: null
   monitor:

superbench/config/azure/inference/standard_nv18ads_a10_v5.yaml

-version: v0.11
+version: v0.12
 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: v0.11
+version: v0.12
 superbench:
   enable: null
   monitor:

superbench/config/azure_ndv4.yaml

 # SuperBench Config
-version: v0.11
+version: v0.12
 superbench:
   enable: null
   monitor:

superbench/config/azure_ndv5.yaml

 # SuperBench Config
-version: v0.11
+version: v0.12
 superbench:
   enable:
   monitor:

superbench/config/default.yaml

 # SuperBench Config
-version: v0.11
+version: v0.12
 superbench:
   enable: null
   monitor: