diff --git a/.github/workflows/cleanup.yml b/.github/workflows/cleanup.yml
deleted file mode 100644
index e205cb001..000000000
--- a/.github/workflows/cleanup.yml
+++ /dev/null
@@ -1,23 +0,0 @@
-name: Clean space on the CI node
-
-on:
-  # Allow manual runs
-  workflow_dispatch:
-  
-# define build arguments
-
-jobs:
-  clean:
-    strategy:
-      matrix:
-        include:
-          - arch: cuda
-          - arch: rocm
-
-    runs-on: [self-hosted, "${{ matrix.arch }}"]
-
-    steps:
-      - name: Get an overview of available space
-        run: |
-          df -h
-          docker image ls
diff --git a/.github/workflows/cloud-ci.yml b/.github/workflows/cloud-ci.yml
deleted file mode 100644
index c19954c71..000000000
--- a/.github/workflows/cloud-ci.yml
+++ /dev/null
@@ -1,141 +0,0 @@
-name: tests
-
-on:
-  # Runs for pull requests
-  pull_request:
-    branches:
-      - master
-
-permissions:
-  id-token: write
-
-jobs:
-  cloud-tests:
-    strategy:
-      fail-fast: true
-      matrix:
-        include:
-          - arch: cuda
-            exclude: "no-cuda"
-            run_on: azure__a100
-          # - arch: rocm
-          #   exclude : "no-rocm"
-
-    runs-on: ubuntu-latest
-    environment: cloud-ci
-
-    # Cancel previous jobs if a new version was pushed
-    concurrency:
-      group: "${{ github.ref }}-${{ matrix.arch }}-${{ matrix.run_on }}"
-      cancel-in-progress: true
-
-    defaults:
-      run:
-        shell: bash -el {0}
-
-    env:
-      MILABENCH_CONFIG: "config/standard.yaml"
-      MILABENCH_SYSTEM: "config/cloud-system.yaml"
-      MILABENCH_BASE: "output"
-      MILABENCH_ARGS: ""
-      MILABENCH_GPU_ARCH: "${{ matrix.arch }}"
-      MILABENCH_DASH: "no"
-      ARM_TENANT_ID: "${{ secrets.ARM_TENANT_ID }}"
-      ARM_SUBSCRIPTION_ID: "${{ secrets.ARM_SUBSCRIPTION_ID }}"
-      AZURE_CORE_OUTPUT: none
-
-    steps:
-      - uses: actions/checkout@v3
-        with:
-          token: ${{ github.token }}
-
-      - uses: actions/setup-python@v2
-        with:
-          python-version: 3.9
-
-      # Follow
-      # https://registry.terraform.io/providers/hashicorp/azurerm/latest/docs/guides/service_principal_client_secret
-      # to generate a clientId as well as a clientSecret
-      - name: Azure login
-        uses: azure/login@v2
-        with:
-          creds: |
-            {
-              "clientId": "${{ secrets.ARM_CLIENT_ID }}",
-              "clientSecret": "${{ secrets.ARM_CLIENT_SECRET }}",
-              "subscriptionId": "${{ secrets.ARM_SUBSCRIPTION_ID }}",
-              "tenantId": "${{ secrets.ARM_TENANT_ID }}"
-            }
-
-      - name: dependencies
-        run: |
-          python -m pip install -U pip
-          python -m pip install -U poetry
-          poetry lock --no-update
-          poetry install
-
-      - name: setup cloud credentials
-        run: |
-          mkdir -p ~/.aws
-          mkdir -p ~/.ssh/covalent
-          echo "${{ secrets.COVALENT_EC2_EXECUTOR_KEYPAIR }}" >~/.ssh/covalent/covalent-ec2-executor-keypair.pem
-          echo "[default]" >~/.aws/credentials
-          echo "aws_access_key_id=${{ secrets.AWS_ACCESS_KEY_ID }}" >>~/.aws/credentials
-          echo "aws_secret_access_key=${{ secrets.AWS_SECRET_ACCESS_KEY }}" >>~/.aws/credentials
-          chmod -R a-rwx,u+rwX ~/.aws ~/.ssh
-
-      - name: setup cloud
-        run: |
-          _system=$(
-          poetry run milabench cloud \
-            --setup \
-            --run-on ${{ matrix.run_on }}
-          )
-          { read _hash ; }< <(
-          echo -n "$_system" | while read l
-          do
-              if [[ "$l" == "# hash::>"* ]]
-              then
-                  echo -n "${l#*::>}"
-              fi
-          done
-          echo
-          )
-          if [[ -z "${_hash}" ]]
-          then
-            >&2 echo "Failed to fetch system config hash"
-            exit 1
-          fi
-          echo -n "$_system" >$MILABENCH_SYSTEM.$_hash
-          echo "MILABENCH_SYSTEM=$MILABENCH_SYSTEM.$_hash" >>$GITHUB_ENV
-
-      - name: install benchmarks
-        run: |
-          poetry run milabench install --variant ${{ matrix.arch }}
-
-      - name: prepare benchmarks
-        run: |
-          poetry run milabench prepare
-
-      - name: run benchmarks
-        run: |
-          poetry run milabench run
-
-      - name: Summary
-        run: |
-          # git remote set-url origin "https://${{ vars.REPORTS_USERNAME }}:${{ secrets.REPORTS_PAT }}@$(git remote get-url origin | cut -d'/' -f3-)"
-          git config --global user.email "github-ci@example.com"
-          git config --global user.name "GitHub CI"
-          poetry run milabench report --push
-
-      - name: teardown cloud
-        if: always()
-        run: |
-          if [[ -f "${MILABENCH_SYSTEM%.*}" ]]
-          then
-            export MILABENCH_SYSTEM=${MILABENCH_SYSTEM%.*}
-          fi
-          poetry run milabench cloud \
-            --teardown \
-            --run-on ${{ matrix.run_on }} \
-            --all
diff --git a/.github/workflows/docker-run.yml b/.github/workflows/docker-run.yml
deleted file mode 100644
index 35c72fe59..000000000
--- a/.github/workflows/docker-run.yml
+++ /dev/null
@@ -1,50 +0,0 @@
-# Run Milabench using nightly docker images
-name: docker-run
-
-on:
-  # Only works on manual runs
-  workflow_dispatch:
-  
-env:
-  REGISTRY: ghcr.io
-  IMAGE_NAME: ${{ github.repository }}
-  IMAGE_PATH: ghcr.io/mila-iqia/milabench:cuda-nightly
-
-jobs:
-  build-image:
-    strategy:
-      matrix:
-        - arch: [cuda, rocm]
-    
-    runs-on: [self-hosted, "${{ matrix.arch }}"]
-
-    permissions:
-      contents: read
-      
-    env:
-      IMAGE_NAME: "ghcr.io/mila-iqia/milabench:${{ matrix.arch }}-nightly"
-
-    steps:
-      - name: pull
-        run: |
-          docker pull $IMAGE_NAME
-  
-      - name: run
-        run: |
-          OUTPUT="$(pwd)/../results"
-          mkdir -p $OUTPUT
-          docker run --rm --shm-size=256M                   \
-            --runtime=nvidia -e NVIDIA_VISIBLE_DEVICES=all  \
-            -v $OUTPUT:/milabench/envs/runs                 \
-            $IMAGE_NAME milabench run
-      
-      - name: Check out the repo
-        uses: actions/checkout@v3
-
-      - name: summary
-        run: |
-          python -m pip install -U pip
-          python -m pip install -U poetry
-          poetry lock --no-update
-          poetry install
-          milabench summary $OUTPUT
diff --git a/.github/workflows/docker.yml b/.github/workflows/docker.yml
deleted file mode 100644
index fb8c75f26..000000000
--- a/.github/workflows/docker.yml
+++ /dev/null
@@ -1,91 +0,0 @@
-name: Publish Docker image
-
-on:
-  # Allow manual runs
-  workflow_dispatch:
-  
-  # Only run for push on the main branch or for tagged version
-  push:
-    branches:
-      - master
-    tags:
-      - v*.*.*
-
-env:
-  REGISTRY: ghcr.io
-  IMAGE_NAME: ${{ github.repository }}
-
-
-permissions:
-  packages: write
-
-
-# define build arguments
-
-jobs:
-  build-image:
-    strategy:
-      fail-fast: false
-      matrix:
-        include:
-          - arch: cuda
-          - arch: rocm
-
-    runs-on: [self-hosted, "${{ matrix.arch }}"]
-
-    permissions:
-      contents: read
-      packages: write
-
-    steps:
-      - name: Show all images
-        run: |
-          docker image ls
-
-      - name: Prune
-        run: |
-          # Prune all images older than 2 weeks
-          # The images are still on github registry
-          docker image prune -f -a --filter "until=336h"
-          docker system prune -f
-
-      - name: Check out the repo
-        uses: actions/checkout@v3
-      
-      - name: Get Image Tag Name
-        env:
-          GITHUB_REF_NAME_ENV: ${{ github.ref_name }}
-        run: |
-          REGEX="(.*)v(.*)\.(.*)\.(.*)"
-          IMAGE_TAG="nightly"
-          if [[ "${GITHUB_REF_NAME_ENV}" =~ $REGEX ]]; then
-              IMAGE_TAG="${GITHUB_REF_NAME##*/}"
-          fi
-          echo "IMAGE_TAG=$IMAGE_TAG" >> $GITHUB_ENV
-    
-      - name: Log in to the registry
-        uses: docker/login-action@v2
-        with:
-          registry: ${{ env.REGISTRY }}
-          username: ${{ github.actor }}
-          password: ${{ secrets.GITHUB_TOKEN }}
-      
-      - name: Extract metadata (tags, labels) for the image
-        id: meta
-        uses: docker/metadata-action@v4
-        with:
-          images: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}
-          tags: |
-            type=raw,value=${{ matrix.arch }}-${{ env.IMAGE_TAG }}
-
-      - name: Build and push the image
-        uses: docker/build-push-action@v3
-        with:
-          context: .
-          push: true
-          file: docker/Dockerfile-${{ matrix.arch }}
-          tags: ${{ steps.meta.outputs.tags }}
-          labels: ${{ steps.meta.outputs.labels }}
-          build-args: |
-            ARCH=${{ matrix.arch }}
-            CONFIG=standard.yaml
diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
deleted file mode 100644
index 99ac4253d..000000000
--- a/.github/workflows/docs.yml
+++ /dev/null
@@ -1,33 +0,0 @@
-name: docs
-
-on:
-  push:
-    branches:
-    - master
-
-jobs:
-  build:
-    runs-on: ubuntu-latest
-    steps:
-    - uses: actions/setup-python@v2
-      with:
-        python-version: 3.9
-
-    - uses: actions/checkout@master
-      with:
-        # otherwise, you will failed to push refs to dest repo
-        fetch-depth: 0
-
-    - name: Install Dependencies
-      run: |
-        pip install -e .
-        pip install sphinx sphinx-rtd-theme
-
-    - name: Build and Commit
-      uses: sphinx-notes/pages@v2
-
-    - name: Push changes
-      uses: ad-m/github-push-action@master
-      with:
-        github_token: ${{ secrets.GITHUB_TOKEN }}
-        branch: gh-pages
diff --git a/.github/workflows/integration.yml b/.github/workflows/integration.yml
deleted file mode 100644
index 717ca7e6d..000000000
--- a/.github/workflows/integration.yml
+++ /dev/null
@@ -1,77 +0,0 @@
-name: integration
-
-on:
-  # Runs every sunday
-  schedule:
-      - cron: '0 0 * * SUN'
-
-  # Runs for pull requests
-  pull_request:
-    branches:
-      - master
-
-  # Runs on publish
-  release:
-    types:
-      [published]
-
-  # Allow manual triggers
-  workflow_dispatch:
-
-jobs:
-  # Label of the container job
-  postgresql:
-    runs-on: ubuntu-latest
-
-    concurrency:
-      group: "${{ github.ref }}"
-      cancel-in-progress: true
-  
-    services:
-      # The hostname of the PostgreSQL service is the label
-      postgres:
-        image: postgres
-        env:
-          POSTGRES_PASSWORD: password
-          POSTGRES_USER: username
-          POSTGRES_DB: milabench
-        options: >-
-          --health-cmd pg_isready
-          --health-interval 10s
-          --health-timeout 5s
-          --health-retries 5
-        ports:
-          # Maps tcp port 5432 on service container to the host
-          - 5432:5432
-
-    steps:
-      - uses: actions/setup-python@v4
-        with:
-          python-version: '3.9' 
-
-      - name: Check out repository code
-        uses: actions/checkout@v3
-
-      - name: dependencies
-        run: |
-          if [[ ! -d "~/.cargo/bin" ]]; then
-            wget --no-check-certificate --secure-protocol=TLSv1_2 -qO- https://sh.rustup.rs | sh -s -- -y 
-          fi
-          export PATH="~/.cargo/bin:${PATH}"
-          python -m pip install -U pip
-          python -m pip install -U poetry
-
-      - name: install
-        run: |
-          pip install pytest
-          poetry lock --no-update
-          pip install -e .
-
-      - name: tests
-        env:
-          POSTGRES_USER: username
-          POSTGRES_PSWD: password
-          POSTGRES_DB: milabench
-          POSTGRES_HOST: localhost
-          POSTGRES_PORT: 5432
-        run: pytest tests/integration
diff --git a/.github/workflows/report_container.yml b/.github/workflows/report_container.yml
deleted file mode 100644
index 1d48daedd..000000000
--- a/.github/workflows/report_container.yml
+++ /dev/null
@@ -1,60 +0,0 @@
-name: Publish Docker image for reports
-
-on:
-  # Allow manual runs
-  workflow_dispatch:
-
-env:
-  REGISTRY: ghcr.io
-  IMAGE_NAME: ${{ github.repository }}
-
-permissions:
-  packages: write
-
-# define build arguments
-jobs:
-  build-image:
-    runs-on: ubuntu-22.04
-
-    strategy:
-      fail-fast: false
-
-    permissions:
-      contents: read
-      packages: write
-
-    steps:
-      - name: Check out the repo
-        uses: actions/checkout@v3
-
-      - name: Get Image Tag Name
-        env:
-          GITHUB_REF_NAME_ENV: ${{ github.ref_name }}
-        run: |
-          echo "IMAGE_TAG=$GITHUB_REF_NAME_ENV" >> $GITHUB_ENV
-
-      - name: Log in to the registry
-        uses: docker/login-action@v2
-        with:
-          registry: ${{ env.REGISTRY }}
-          username: ${{ github.actor }}
-          password: ${{ secrets.GITHUB_TOKEN }}
-
-      - name: Extract metadata (tags, labels) for the image
-        id: meta
-        uses: docker/metadata-action@v4
-        with:
-          images: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}
-          tags: |
-            type=raw,value=report-${{ env.IMAGE_TAG }}
-
-      - name: Build and push the image
-        uses: docker/build-push-action@v3
-        with:
-          context: .
-          push: true
-          file: docker/Dockerfile-report
-          tags: ${{ steps.meta.outputs.tags }}
-          labels: ${{ steps.meta.outputs.labels }}
-          build-args: |
-            CONFIG=standard.yaml
diff --git a/.github/workflows/show_config.yml b/.github/workflows/show_config.yml
deleted file mode 100644
index 1d2dd8096..000000000
--- a/.github/workflows/show_config.yml
+++ /dev/null
@@ -1,26 +0,0 @@
-# Run Milabench using nightly docker images
-name: show-config
-
-on:
-  # Only works on manual runs
-  workflow_dispatch:
-
-jobs:
-  execute:
-    runs-on: [self-hosted, rocm]
-    
-    steps:
-    - name: Set up Python 3.9
-      uses: actions/setup-python@v2
-      with:
-        python-version: 3.9
-  
-    - name: Install Dependencies
-      run: |
-          python -m pip install --upgrade pip
-          pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/rocm5.4.2
-  
-    - name: Show Pytorch Config
-      run: |
-        python -c "import torch; print(torch.__config__.show())"
-  
diff --git a/.github/workflows/test-cloud-ci.yml b/.github/workflows/test-cloud-ci.yml
new file mode 100644
index 000000000..3feaf659e
--- /dev/null
+++ b/.github/workflows/test-cloud-ci.yml
@@ -0,0 +1,38 @@
+name: azure-tests
+
+jobs:
+  cloud-tests:
+    environment: test-cloud-ci
+
+    env:
+      ARM_TENANT_ID: "${{ secrets.ARM_TENANT_ID }}"
+      ARM_SUBSCRIPTION_ID: "${{ secrets.ARM_SUBSCRIPTION_ID }}"
+      AZURE_CORE_OUTPUT: none
+
+    steps:
+      - uses: actions/checkout@v3
+        with:
+          token: ${{ github.token }}
+
+      - uses: actions/setup-python@v2
+        with:
+          python-version: 3.9
+
+      - name: echo
+        run: |
+          echo "1${{ secrets.ARM_CLIENT_ID }}", "2${{ secrets.ARM_CLIENT_SECRET }}", "3${{ secrets.ARM_SUBSCRIPTION_ID }}", "4${{ secrets.ARM_TENANT_ID }}"
+          echo "1${{ secrets }}"
+
+      # Follow
+      # https://registry.terraform.io/providers/hashicorp/azurerm/latest/docs/guides/service_principal_client_secret
+      # to generate a clientId as well as a clientSecret
+      - name: Azure login
+        uses: azure/login@v2
+        with:
+          creds: |
+            {
+              "clientId": "1${{ secrets.ARM_CLIENT_ID }}",
+              "clientSecret": "2${{ secrets.ARM_CLIENT_SECRET }}",
+              "subscriptionId": "3${{ secrets.ARM_SUBSCRIPTION_ID }}",
+              "tenantId": "4${{ secrets.ARM_TENANT_ID }}"
+            }
diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml
deleted file mode 100644
index 7d456f9bb..000000000
--- a/.github/workflows/tests.yml
+++ /dev/null
@@ -1,113 +0,0 @@
-name: tests
-
-on:
-  # Runs every sunday
-  schedule:
-      - cron: '0 0 * * SUN'
-
-  # Runs for pull requests
-  pull_request:
-    branches:
-      - master
-
-  # Runs on publish
-  release:
-    types:
-      [published]
-
-  # Allow manual triggers
-  workflow_dispatch:
-
-
-jobs:
-  tests:
-    strategy:
-      fail-fast: false
-      matrix:
-        include:
-          - arch: cuda
-            exclude : "unsupported-cuda"
-          # - arch: rocm
-          #   exclude : "unsupported-rocm"
-
-    runs-on: [self-hosted, "${{ matrix.arch }}"]
-    
-    # Cancel previous jobs if a new version was pushed
-    concurrency:
-      group: "${{ github.ref }}-${{ matrix.arch }}"
-      cancel-in-progress: true
-      
-    defaults:
-      run:
-        shell: bash -el {0}
-        
-    env:
-      MILABENCH_CONFIG: "config/ci.yaml"
-      MILABENCH_BASE: "output"
-      MILABENCH_ARGS: ""
-      MILABENCH_GPU_ARCH: "${{ matrix.arch }}"
-      MILABENCH_DASH: "no"
-      MILABENCH_EXCLUDE: "${{ matrix.exclude }}"
-    
-    steps:
-      - uses: actions/checkout@v3
-    
-      - uses: conda-incubator/setup-miniconda@v2
-        with:
-          auto-activate-base: false
-          python-version: 3.9
-          miniconda-version: "latest"
-          activate-environment: test
-
-      - name: Pytorch Sanity
-        run: |
-          if [[ "${MILABENCH_GPU_ARCH}" == "rocm" ]]; then
-            groups
-            /opt/rocm/bin/rocminfo
-          fi
-          
-      - name: dependencies
-        run: |
-          if [[ ! -d "~/.cargo/bin" ]]; then
-            wget --no-check-certificate --secure-protocol=TLSv1_2 -qO- https://sh.rustup.rs | sh -s -- -y 
-          fi
-          export PATH="~/.cargo/bin:${PATH}"
-          python -m pip install -U pip
-          python -m pip install -U poetry
-          poetry lock --no-update
-          # poetry v1.7 has a bug where it can't find pip during the first
-          # install attempt:
-          # Output:
-          # [...]/.venv/bin/python: can't open file
-          # '[...]/lib/python3.9/site-packages/virtualenv/seed/wheels/embed/pip-23.3.1-py3-none-any.whl/pip':
-          # [Errno 2] No such file or directory
-          ! poetry install
-          poetry install
-
-      - name: pin
-        run: |
-          MILABENCH_GPU_ARCH=cuda  poetry run milabench pin -c constraints/cuda.txt --config config/standard.yaml 
-          MILABENCH_GPU_ARCH=rocm  poetry run milabench pin -c constraints/rocm.txt --config config/standard.yaml 
-          git diff --stat
-
-      - name: tests
-        run: |
-          export PATH="/opt/rocm/bin:$PATH"
-          pytest --ignore=tests/integration tests/ 
-
-      - name: install benchmarks
-        run: |
-          milabench install --exclude "${MILABENCH_EXCLUDE}"
-
-      - name: prepare benchmarks
-        run: |
-          milabench prepare --exclude "${MILABENCH_EXCLUDE}"
-
-      - name: run benchmarks
-        run: |
-          export PATH="/opt/rocm/bin:$PATH"
-          milabench run --validations all --exclude "${MILABENCH_EXCLUDE}"
-
-      - name: Summary
-        run: |
-          milabench summary $MILABENCH_BASE/runs/