Add H100 workflow and status badge. (#3754)

* Add H100 workflow

* Switch to nightly from PR - will let us check stability first

.github/workflows/nv-h100.yml

+name: nv-h100
+
+on:
+  schedule:
+    - cron: "0 0 * * *"
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+jobs:
+  unit-tests:
+    runs-on: [self-hosted, nvidia, h100]
+    container:
+      image: nvcr.io/nvidia/pytorch:23.03-py3
+      ports:
+        - 80
+      options: --gpus all --shm-size "8G"
+
+    steps:
+      - uses: actions/checkout@v3
+
+      - name: Check container state
+        run: |
+          nvidia-smi
+          python -c "import torch; print('torch:', torch.__version__, torch)"
+          python -c "import torch; print('CUDA available:', torch.cuda.is_available())"
+
+      - name: Install transformers
+        run: |
+          git clone https://github.com/huggingface/transformers
+          cd transformers
+          git rev-parse --short HEAD
+          python -m pip install .
+
+      - name: Install deepspeed
+        run: |
+          python -m pip install docutils==0.18.1 jinja2==3.0 urllib3==1.26.11 ninja
+          python -m pip install .[dev,1bit,autotuning]
+          ds_report
+
+      - name: Python environment
+        run: |
+          python -m pip list
+
+      - name: Unit tests
+        run: |
+          unset TORCH_CUDA_ARCH_LIST # only jit compile for current arch
+          if [[ -d ./torch-extensions ]]; then rm -rf ./torch-extensions; fi
+          cd tests
+          TORCH_EXTENSIONS_DIR=./torch-extensions python -m pytest -n 4  unit/ --torch_ver="2.0" --cuda_ver="12"
+          TORCH_EXTENSIONS_DIR=./torch-extensions python -m pytest -m 'sequential' unit/ --torch_ver="2.0" --cuda_ver="12"

README.md

@@ -109,7 +109,7 @@ DeepSpeed has been integrated with several different popular open-source DL fram
 
 | Description | Status |
 | ----------- | ------ |
-| NVIDIA | [![nv-torch19-p40](https://github.com/microsoft/DeepSpeed/actions/workflows/nv-torch19-p40.yml/badge.svg?branch=master)](https://github.com/microsoft/DeepSpeed/actions/workflows/nv-torch19-p40.yml) [![nv-torch19-v100](https://github.com/microsoft/DeepSpeed/actions/workflows/nv-torch19-v100.yml/badge.svg?branch=master)](https://github.com/microsoft/DeepSpeed/actions/workflows/nv-torch19-v100.yml) [![nv-torch-latest-v100](https://github.com/microsoft/DeepSpeed/actions/workflows/nv-torch-latest-v100.yml/badge.svg?branch=master)](https://github.com/microsoft/DeepSpeed/actions/workflows/nv-torch-latest-v100.yml) [![nv-inference](https://github.com/microsoft/DeepSpeed/actions/workflows/nv-inference.yml/badge.svg?branch=master)](https://github.com/microsoft/DeepSpeed/actions/workflows/nv-inference.yml) [![nv-nightly](https://github.com/microsoft/DeepSpeed/actions/workflows/nv-nightly.yml/badge.svg?branch=master)](https://github.com/microsoft/DeepSpeed/actions/workflows/nv-nightly.yml) |
+| NVIDIA | [![nv-torch19-p40](https://github.com/microsoft/DeepSpeed/actions/workflows/nv-torch19-p40.yml/badge.svg?branch=master)](https://github.com/microsoft/DeepSpeed/actions/workflows/nv-torch19-p40.yml) [![nv-torch19-v100](https://github.com/microsoft/DeepSpeed/actions/workflows/nv-torch19-v100.yml/badge.svg?branch=master)](https://github.com/microsoft/DeepSpeed/actions/workflows/nv-torch19-v100.yml) [![nv-torch-latest-v100](https://github.com/microsoft/DeepSpeed/actions/workflows/nv-torch-latest-v100.yml/badge.svg?branch=master)](https://github.com/microsoft/DeepSpeed/actions/workflows/nv-torch-latest-v100.yml) [![nv-h100](https://github.com/microsoft/DeepSpeed/actions/workflows/nv-h100.yml/badge.svg?branch=master)](https://github.com/microsoft/DeepSpeed/actions/workflows/nv-h100.yml) [![nv-inference](https://github.com/microsoft/DeepSpeed/actions/workflows/nv-inference.yml/badge.svg?branch=master)](https://github.com/microsoft/DeepSpeed/actions/workflows/nv-inference.yml) [![nv-nightly](https://github.com/microsoft/DeepSpeed/actions/workflows/nv-nightly.yml/badge.svg?branch=master)](https://github.com/microsoft/DeepSpeed/actions/workflows/nv-nightly.yml) |
 | AMD | [![amd-mi100](https://github.com/microsoft/DeepSpeed/actions/workflows/amd-mi100.yml/badge.svg?branch=master)](https://github.com/microsoft/DeepSpeed/actions/workflows/amd-mi100.yml) [![amd-mi200](https://github.com/microsoft/DeepSpeed/actions/workflows/amd-mi200.yml/badge.svg?branch=master)](https://github.com/microsoft/DeepSpeed/actions/workflows/amd-mi200.yml) |
 | CPU | [![nv-torch-latest-cpu](https://github.com/microsoft/DeepSpeed/actions/workflows/nv-torch-latest-cpu.yml/badge.svg?branch=master)](https://github.com/microsoft/DeepSpeed/actions/workflows/nv-torch-latest-cpu.yml) |
 | PyTorch Nightly | [![nv-torch-nightly-v100](https://github.com/microsoft/DeepSpeed/actions/workflows/nv-torch-nightly-v100.yml/badge.svg?branch=master)](https://github.com/microsoft/DeepSpeed/actions/workflows/nv-torch-nightly-v100.yml) |