test_e2eshark.yml

# Copyright 2024 Advanced Micro Devices
#
# Licensed under the Apache License v2.0 with LLVM Exceptions.
# See https://llvm.org/LICENSE.txt for license information.
# SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception

name: E2ESHARK Test Suite
on:
  workflow_dispatch:
  schedule:
  # Runs at 2:30 AM PST
   - cron: '30 9 * * *'

jobs: 
  e2eshark:
    timeout-minutes: 600
    name: "Models :: ${{ matrix.backend }} :: ${{ matrix.test-file }}"
    runs-on: ${{ matrix.runs-on }}
    strategy:
      fail-fast: false
      matrix:
        include:
          - name: mi300_gpu1_test
            runs-on: nodai-amdgpu-mi300-x86-64
            backend: rocm
            device: hip
            target-chip: gfx942
            test-file: nlp-shard1
            cache-dir: /data/e2eshark/shark-test-suite-models-cache
          - name: mi300_gpu2_test
            runs-on: nodai-amdgpu-mi300-x86-64
            backend: rocm
            device: hip
            target-chip: gfx942
            test-file: nlp-shard2
            cache-dir: /data/e2eshark/shark-test-suite-models-cache
          - name: mi300_gpu3_test
            runs-on: nodai-amdgpu-mi300-x86-64
            backend: rocm
            device: hip
            target-chip: gfx942
            test-file: nlp-shard3
            cache-dir: /data/e2eshark/shark-test-suite-models-cache
          - name: mi300_gpu4_test
            runs-on: nodai-amdgpu-mi300-x86-64
            backend: rocm
            device: hip
            target-chip: gfx942
            test-file: shark-test-suite
            cache-dir: /data/e2eshark/shark-test-suite-models-cache
          - name: mi300_gpu5_test
            runs-on: nodai-amdgpu-mi300-x86-64
            backend: rocm
            device: hip
            target-chip: gfx942
            test-file: vai-hf-cnn-fp32-shard1
            cache-dir: /data/e2eshark/shark-test-suite-models-cache
          - name: mi300_gpu6_test
            runs-on: nodai-amdgpu-mi300-x86-64
            backend: rocm
            device: hip
            target-chip: gfx942
            test-file: vai-hf-cnn-fp32-shard2
            cache-dir: /data/e2eshark/shark-test-suite-models-cache
          - name: mi300_gpu7_test
            runs-on: nodai-amdgpu-mi300-x86-64
            backend: rocm
            device: hip
            target-chip: gfx942
            test-file: vai-hf-cnn-fp32-shard3
            cache-dir: /data/e2eshark/shark-test-suite-models-cache
          - name: mi300_gpu8_test
            runs-on: nodai-amdgpu-mi300-x86-64
            backend: rocm
            device: hip
            target-chip: gfx942
            test-file: vai-int8-p0p1-shard1
            cache-dir: /data/e2eshark/shark-test-suite-models-cache
          - name: mi300_gpu9_test
            runs-on: nodai-amdgpu-mi300-x86-64
            backend: rocm
            device: hip
            target-chip: gfx942
            test-file: vai-int8-p0p1-shard2
            cache-dir: /data/e2eshark/shark-test-suite-models-cache
          - name: mi300_gpu10_test
            runs-on: nodai-amdgpu-mi300-x86-64
            backend: rocm
            device: hip
            target-chip: gfx942
            test-file: vai-int8-p0p1-shard3
            cache-dir: /data/e2eshark/shark-test-suite-models-cache
          - name: mi300_gpu11_test
            runs-on: nodai-amdgpu-mi300-x86-64
            backend: rocm
            device: hip
            target-chip: gfx942
            test-file: vai-vision-int8
            cache-dir: /data/e2eshark/shark-test-suite-models-cache
          - name: mi300_gpu12_test
            runs-on: nodai-amdgpu-mi300-x86-64
            backend: rocm
            device: hip
            target-chip: gfx942
            test-file: migraphx
            cache-dir: /data/e2eshark/shark-test-suite-models-cache
          # - name: mi300_gpu13_test
          #   runs-on: nodai-amdgpu-mi300-x86-64
          #   backend: hip
          #   device: hip
          #   target-chip: gfx942
          #   test-file: onnxrt-iree-ep
          #   cache-dir: /data/e2eshark/shark-test-suite-models-cache
          - name: cpu_shard1_test
            runs-on: nodai-amdgpu-mi250-x86-64
            backend: llvm-cpu
            device: local-task
            target-chip: x86_64-linux-gnu
            test-file: nlp-shard1
            cache-dir: /groups/aig_sharks/test-suite-ci-cache
          - name: cpu_shard2_test
            runs-on: nodai-amdgpu-mi250-x86-64
            backend: llvm-cpu
            device: local-task
            target-chip: x86_64-linux-gnu
            test-file: nlp-shard2
            cache-dir: /groups/aig_sharks/test-suite-ci-cache
          - name: cpu_shard3_test
            runs-on: nodai-amdgpu-mi250-x86-64
            backend: llvm-cpu
            device: local-task
            target-chip: x86_64-linux-gnu
            test-file: nlp-shard3
            cache-dir: /groups/aig_sharks/test-suite-ci-cache
          - name: cpu_shard4_test
            runs-on: nodai-amdgpu-mi250-x86-64
            backend: llvm-cpu
            device: local-task
            target-chip: x86_64-linux-gnu
            test-file: shark-test-suite
            cache-dir: /groups/aig_sharks/test-suite-ci-cache
          - name: cpu_shard5_test
            runs-on: nodai-amdgpu-mi250-x86-64
            backend: llvm-cpu
            device: local-task
            target-chip: x86_64-linux-gnu
            test-file: vai-hf-cnn-fp32-shard1
            cache-dir: /groups/aig_sharks/test-suite-ci-cache
          - name: cpu_shard6_test
            runs-on: nodai-amdgpu-mi250-x86-64
            backend: llvm-cpu
            device: local-task
            target-chip: x86_64-linux-gnu
            test-file: vai-hf-cnn-fp32-shard2
            cache-dir: /groups/aig_sharks/test-suite-ci-cache
          - name: cpu_shard7_test
            runs-on: nodai-amdgpu-mi250-x86-64
            backend: llvm-cpu
            device: local-task
            target-chip: x86_64-linux-gnu
            test-file: vai-hf-cnn-fp32-shard3
            cache-dir: /groups/aig_sharks/test-suite-ci-cache
          - name: cpu_shard8_test
            runs-on: nodai-amdgpu-mi250-x86-64
            backend: llvm-cpu
            device: local-task
            target-chip: x86_64-linux-gnu
            test-file: vai-int8-p0p1-shard1
            cache-dir: /groups/aig_sharks/test-suite-ci-cache
          - name: cpu_shard9_test
            runs-on: nodai-amdgpu-mi250-x86-64
            backend: llvm-cpu
            device: local-task
            target-chip: x86_64-linux-gnu
            test-file: vai-int8-p0p1-shard2
            cache-dir: /groups/aig_sharks/test-suite-ci-cache
          - name: cpu_shard10_test
            runs-on: nodai-amdgpu-mi250-x86-64
            backend: llvm-cpu
            device: local-task
            target-chip: x86_64-linux-gnu
            test-file: vai-int8-p0p1-shard3
            cache-dir: /groups/aig_sharks/test-suite-ci-cache
          - name: cpu_shard11_test
            runs-on: nodai-amdgpu-mi250-x86-64
            backend: llvm-cpu
            device: local-task
            target-chip: x86_64-linux-gnu
            test-file: vai-vision-int8
            cache-dir: /groups/aig_sharks/test-suite-ci-cache
          - name: cpu_shard12_test
            runs-on: nodai-amdgpu-mi250-x86-64
            backend: llvm-cpu
            device: local-task
            target-chip: x86_64-linux-gnu
            test-file: migraphx
            cache-dir: /groups/aig_sharks/test-suite-ci-cache
          # - name: cpu_shard13_test
          #   runs-on: nodai-amdgpu-mi250-x86-64
          #   backend: llvm-cpu
          #   device: local-task
          #   target-chip: x86_64-linux-gnu
          #   test-file: onnxrt-iree-ep
          #   cache-dir: /groups/aig_sharks/test-suite-ci-cache
    env:
      E2E_VENV_DIR: ${{ github.workspace }}/test-suite_venv
      EP_VENV_DIR: ${{ github.workspace }}/ep_venv
      ALT_E2E_VENV_DIR: ${{ github.workspace }}/alt-test-suite_venv
      HF_TOKEN: ${{ secrets.HF_TOKEN }}
      AZ_PRIVATE_CONNECTION: ${{ secrets.ONNXPRIVATESTORAGE_AZ_PRIVATE_CONNECTION }}
      CACHE_DIR: ${{ matrix.cache-dir }}
    steps:
      - name: Checkout Test Suite
        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
        with:
          repository: nod-ai/SHARK-TestSuite
          path: test-suite
      
      - name: "Setup alt e2eshark python venv"
        run: |
          rm -rf ${ALT_E2E_VENV_DIR}
          python3.11 -m venv ${ALT_E2E_VENV_DIR}
          source ${ALT_E2E_VENV_DIR}/bin/activate
          pip install --upgrade pip
          pip install -r ./alt_e2eshark/base_requirements.txt
          pip install -r ./alt_e2eshark/iree_requirements.txt
          pip install --no-deps -r ./alt_e2eshark/torch_mlir_requirements.txt
          pip install --pre --upgrade iree-base-compiler iree-base-runtime -f https://iree.dev/pip-release-links.html
        working-directory: ./test-suite
      
      - name: "Setup IREE EP python venv"
        run: |
          python3.11 -m venv ${EP_VENV_DIR}
          source ${EP_VENV_DIR}/bin/activate
          pip install --upgrade pip
          pip install -r ./alt_e2eshark/base_requirements.txt
          pip install -r ./alt_e2eshark/iree_requirements.txt
          pip install --no-deps -r ./alt_e2eshark/torch_mlir_requirements.txt
          pip uninstall -y onnxruntime
          wget https://sharkpublic.blob.core.windows.net/sharkpublic/onnxruntime/pip_whl/onnxruntime-1.20.0-cp311-cp311-linux_x86_64.whl
          pip install ./onnxruntime-1.20.0-cp311-cp311-linux_x86_64.whl
        working-directory: ./test-suite

      - name: Run Onnx Bench Mode
        if: contains(matrix.test-file, 'migraphx')
        run: |
          source ${ALT_E2E_VENV_DIR}/bin/activate
          pip freeze
          cd alt_e2eshark
          free -mh
          python3.11 ./run.py \
            -r ./test-onnx \
            --report \
            --testsfile onnx_tests/models/external_lists/${{ matrix.test-file }}.txt \
            -b ${{ matrix.backend }} \
            -d ${{ matrix.device }} \
            -c ${{ matrix.target-chip }} \
            --report-file reports/${{ matrix.test-file }}.md \
            --mode=cl-onnx-iree \
            --cleanup=3 \
            --benchmark \
            --get-metadata \
            -v
          python utils/find_duplicate_models.py -s -r ./test-onnx -o reports/duplicates.json
        working-directory: ./test-suite

      - name: Run Onnx Default Mode
        if: ${{ ! contains(matrix.test-file, 'migraphx') && ! contains(matrix.test-file, 'onnxrt-iree-ep') }}
        run: |
          source ${ALT_E2E_VENV_DIR}/bin/activate
          pip freeze
          cd alt_e2eshark
          free -mh
          python3.11 ./run.py \
            -r ./test-onnx \
            --report \
            --testsfile onnx_tests/models/external_lists/${{ matrix.test-file }}.txt \
            -b ${{ matrix.backend }} \
            -d ${{ matrix.device }} \
            -c ${{ matrix.target-chip }} \
            --report-file reports/${{ matrix.test-file }}.md \
            --mode=cl-onnx-iree \
            --cleanup=3 \
            --get-metadata \
            -v
          python utils/find_duplicate_models.py -s -r ./test-onnx -o reports/duplicates.json
        working-directory: ./test-suite
      
      - name: Run OnnxRT IREE EP
        if: contains(matrix.test-file, 'onnxrt-iree-ep')
        run: |
          source ${EP_VENV_DIR}/bin/activate
          export COMPILER_PATH=$(python -c "import iree.compiler as _; print(_.__path__[0])")
          export LD_LIBRARY_PATH="$COMPILER_PATH/_mlir_libs/"
          echo "COMPILER_PATH=$COMPILER_PATH" >> $GITHUB_ENV
          echo "LD_LIBRARY_PATH=$LD_LIBRARY_PATH" >> $GITHUB_ENV
          pip freeze
          cd alt_e2eshark
          free -mh
          python ./run.py -m ort-ep \
            -r ./test-onnx \
            --report \
            --testsfile onnx_tests/models/external_lists/${{ matrix.test-file }}.txt \
            -b ${{ matrix.backend }} \
            -d ${{ matrix.device }} \
            -c ${{ matrix.target-chip }} \
            --report-file reports/${{ matrix.test-file }}.md \
            --cleanup=3 \
            --get-metadata \
            -v
          python utils/find_duplicate_models.py -s -r ./test-onnx -o reports/duplicates.json
        working-directory: ./test-suite

      - uses: actions/upload-artifact@65c4c4a1ddee5b72f698fdd19549f0f0fb45cf08 # v4.6.0
        with:
          name: ci_reports_${{ matrix.backend }}_${{ matrix.test-file }}_onnx_md
          path: ./test-suite/alt_e2eshark/reports/${{ matrix.test-file }}.md
      
      - uses: actions/upload-artifact@65c4c4a1ddee5b72f698fdd19549f0f0fb45cf08 # v4.6.0
        with:
          name: ci_reports_${{ matrix.backend }}_${{ matrix.test-file }}_onnx_json
          path: ./test-suite/alt_e2eshark/reports/${{ matrix.test-file }}.json
      
      - uses: actions/upload-artifact@65c4c4a1ddee5b72f698fdd19549f0f0fb45cf08 # v4.6.0
        with:
          name: ci_reports_${{ matrix.backend }}_${{ matrix.test-file }}_duplicates_json
          path: ./test-suite/alt_e2eshark/duplicates.json

  push_artifacts:
    needs: [e2eshark]
    runs-on: ${{ matrix.runs-on }}
    strategy:
      fail-fast: false
      max-parallel: 1
      matrix:
        include:
          - name: merge_rocm_reports
            runs-on: nodai-amdgpu-mi300-x86-64
            backend: rocm
            regression-blob: rocm
          - name: merge_cpu_reports
            runs-on: nodai-amdgpu-mi300-x86-64
            backend: llvm-cpu
            regression-blob: cpu
    env:
      AZ_PUBLIC_KEY: ${{ secrets.SHARKPUBLIC_AZ_PUBLIC_KEY }}
    steps:
      - name: Checkout Test Suite
        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
        with:
          repository: nod-ai/SHARK-TestSuite
          path: test-suite
      - name: Checkout repo
        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
        with:
          repository: nod-ai/e2eshark-reports
          ref: main
          token: ${{ secrets.E2ESHARK_GITHUB_TOKEN }}
          path: e2eshark-reports
      - name: "Setup alt test suite venv"
        run: |
          python3.11 -m venv report_venv_alt
          source report_venv_alt/bin/activate
          pip install --upgrade pip
          pip install -r ./test-suite/alt_e2eshark/base_requirements.txt
          pip install -r ./test-suite/alt_e2eshark/iree_requirements.txt
          pip install --no-deps -r ./test-suite/alt_e2eshark/torch_mlir_requirements.txt
          pip install --pre --upgrade iree-base-compiler iree-base-runtime -f https://iree.dev/pip-release-links.html
      - uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
        with:
          name: ci_reports_${{ matrix.backend }}_shark-test-suite_onnx_md
          path: ./e2eshark-reports/ci_reports_${{ matrix.backend }}_shark-test-suite_onnx_md
      - uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
        with:
          name: ci_reports_${{ matrix.backend }}_shark-test-suite_onnx_json
          path: ./e2eshark-reports/ci_reports_${{ matrix.backend }}_shark-test-suite_onnx_json
      - uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
        with:
          name: ci_reports_${{ matrix.backend }}_vai-hf-cnn-fp32-shard1_onnx_md
          path: ./e2eshark-reports/ci_reports_${{ matrix.backend }}_vai-hf-cnn-fp32-shard1_onnx_md
      - uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
        with:
          name: ci_reports_${{ matrix.backend }}_vai-hf-cnn-fp32-shard1_onnx_json
          path: ./e2eshark-reports/ci_reports_${{ matrix.backend }}_vai-hf-cnn-fp32-shard1_onnx_json
      - uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
        with:
          name: ci_reports_${{ matrix.backend }}_vai-hf-cnn-fp32-shard2_onnx_md
          path: ./e2eshark-reports/ci_reports_${{ matrix.backend }}_vai-hf-cnn-fp32-shard2_onnx_md
      - uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
        with:
          name: ci_reports_${{ matrix.backend }}_vai-hf-cnn-fp32-shard2_onnx_json
          path: ./e2eshark-reports/ci_reports_${{ matrix.backend }}_vai-hf-cnn-fp32-shard2_onnx_json
      - uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
        with:
          name: ci_reports_${{ matrix.backend }}_vai-hf-cnn-fp32-shard3_onnx_md
          path: ./e2eshark-reports/ci_reports_${{ matrix.backend }}_vai-hf-cnn-fp32-shard3_onnx_md
      - uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
        with:
          name: ci_reports_${{ matrix.backend }}_vai-hf-cnn-fp32-shard3_onnx_json
          path: ./e2eshark-reports/ci_reports_${{ matrix.backend }}_vai-hf-cnn-fp32-shard3_onnx_json
      - uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
        with:
          name: ci_reports_${{ matrix.backend }}_vai-int8-p0p1-shard1_onnx_md
          path: ./e2eshark-reports/ci_reports_${{ matrix.backend }}_vai-int8-p0p1-shard1_onnx_md
      - uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
        with:
          name: ci_reports_${{ matrix.backend }}_vai-int8-p0p1-shard1_onnx_json
          path: ./e2eshark-reports/ci_reports_${{ matrix.backend }}_vai-int8-p0p1-shard1_onnx_json
      - uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
        with:
          name: ci_reports_${{ matrix.backend }}_vai-int8-p0p1-shard2_onnx_md
          path: ./e2eshark-reports/ci_reports_${{ matrix.backend }}_vai-int8-p0p1-shard2_onnx_md
      - uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
        with:
          name: ci_reports_${{ matrix.backend }}_vai-int8-p0p1-shard2_onnx_json
          path: ./e2eshark-reports/ci_reports_${{ matrix.backend }}_vai-int8-p0p1-shard2_onnx_json
      - uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
        with:
          name: ci_reports_${{ matrix.backend }}_vai-int8-p0p1-shard3_onnx_md
          path: ./e2eshark-reports/ci_reports_${{ matrix.backend }}_vai-int8-p0p1-shard3_onnx_md
      - uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
        with:
          name: ci_reports_${{ matrix.backend }}_vai-int8-p0p1-shard3_onnx_json
          path: ./e2eshark-reports/ci_reports_${{ matrix.backend }}_vai-int8-p0p1-shard3_onnx_json
      - uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
        with:
          name: ci_reports_${{ matrix.backend }}_vai-vision-int8_onnx_md
          path: ./e2eshark-reports/ci_reports_${{ matrix.backend }}_vai-vision-int8_onnx_md
      - uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
        with:
          name: ci_reports_${{ matrix.backend }}_vai-vision-int8_onnx_json
          path: ./e2eshark-reports/ci_reports_${{ matrix.backend }}_vai-vision-int8_onnx_json
      - uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
        with:
          name: ci_reports_${{ matrix.backend }}_migraphx_onnx_md
          path: ./e2eshark-reports/ci_reports_${{ matrix.backend }}_migraphx_onnx_md
      - uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
        with:
          name: ci_reports_${{ matrix.backend }}_migraphx_onnx_json
          path: ./e2eshark-reports/ci_reports_${{ matrix.backend }}_migraphx_onnx_json
      - uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
        with:
          name: ci_reports_${{ matrix.backend }}_nlp-shard1_onnx_md
          path: ./e2eshark-reports/ci_reports_${{ matrix.backend }}_nlp-shard1_onnx_md
      - uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
        with:
          name: ci_reports_${{ matrix.backend }}_nlp-shard1_onnx_json
          path: ./e2eshark-reports/ci_reports_${{ matrix.backend }}_nlp-shard1_onnx_json
      - uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
        with:
          name: ci_reports_${{ matrix.backend }}_nlp-shard2_onnx_md
          path: ./e2eshark-reports/ci_reports_${{ matrix.backend }}_nlp-shard2_onnx_md
      - uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
        with:
          name: ci_reports_${{ matrix.backend }}_nlp-shard2_onnx_json
          path: ./e2eshark-reports/ci_reports_${{ matrix.backend }}_nlp-shard2_onnx_json
      - uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
        with:
          name: ci_reports_${{ matrix.backend }}_nlp-shard3_onnx_md
          path: ./e2eshark-reports/ci_reports_${{ matrix.backend }}_nlp-shard3_onnx_md
      - uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
        with:
          name: ci_reports_${{ matrix.backend }}_nlp-shard3_onnx_json
          path: ./e2eshark-reports/ci_reports_${{ matrix.backend }}_nlp-shard3_onnx_json
      # - uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
      #   with:
      #     name: ci_reports_${{ matrix.backend }}_onnxrt-iree-ep_onnx_md
      #     path: ./e2eshark-reports/ci_reports_${{ matrix.backend }}_onnxrt-iree-ep_onnx_md
      # - uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
      #   with:
      #     name: ci_reports_${{ matrix.backend }}_onnxrt-iree-ep_onnx_json
      #     path: ./e2eshark-reports/ci_reports_${{ matrix.backend }}_onnxrt-iree-ep_onnx_json
      - name: Merge Reports
        run: |
          source report_venv_alt/bin/activate

          python ./test-suite/alt_e2eshark/utils/merge_dicts.py \
          --sources ./e2eshark-reports/ci_reports_${{ matrix.backend }}_vai-hf-cnn-fp32-shard1_onnx_json/vai-hf-cnn-fp32-shard1.json \
          ./e2eshark-reports/ci_reports_${{ matrix.backend }}_vai-hf-cnn-fp32-shard2_onnx_json/vai-hf-cnn-fp32-shard2.json \
          ./e2eshark-reports/ci_reports_${{ matrix.backend }}_vai-hf-cnn-fp32-shard3_onnx_json/vai-hf-cnn-fp32-shard3.json \
          --output ./e2eshark-reports/vai-hf-cnn-fp32.json \
          --report --report-file ./e2eshark-reports/vai-hf-cnn-fp32.md

          python ./test-suite/alt_e2eshark/utils/merge_dicts.py \
          --sources ./e2eshark-reports/ci_reports_${{ matrix.backend }}_vai-int8-p0p1-shard1_onnx_json/vai-int8-p0p1-shard1.json \
          ./e2eshark-reports/ci_reports_${{ matrix.backend }}_vai-int8-p0p1-shard2_onnx_json/vai-int8-p0p1-shard2.json \
          ./e2eshark-reports/ci_reports_${{ matrix.backend }}_vai-int8-p0p1-shard3_onnx_json/vai-int8-p0p1-shard3.json \
          --output ./e2eshark-reports/vai-int8-p0p1.json \
          --report --report-file ./e2eshark-reports/vai-int8-p0p1.md

          python ./test-suite/alt_e2eshark/utils/merge_dicts.py \
          --sources ./e2eshark-reports/ci_reports_${{ matrix.backend }}_nlp-shard1_onnx_json/nlp-shard1.json \
          ./e2eshark-reports/ci_reports_${{ matrix.backend }}_nlp-shard2_onnx_json/nlp-shard2.json \
          ./e2eshark-reports/ci_reports_${{ matrix.backend }}_nlp-shard3_onnx_json/nlp-shard3.json \
          --output ./e2eshark-reports/nlp.json \
          --report --report-file ./e2eshark-reports/nlp.md

          python ./test-suite/alt_e2eshark/utils/merge_dicts.py \
          --sources ./e2eshark-reports/vai-int8-p0p1.json \
          ./e2eshark-reports/vai-hf-cnn-fp32.json \
          ./e2eshark-reports/nlp.json \
          ./e2eshark-reports/ci_reports_${{ matrix.backend }}_shark-test-suite_onnx_json/shark-test-suite.json \
          ./e2eshark-reports/ci_reports_${{ matrix.backend }}_vai-vision-int8_onnx_json/vai-vision-int8.json \
          ./e2eshark-reports/ci_reports_${{ matrix.backend }}_migraphx_onnx_json/migraphx.json \
          --output ./e2eshark-reports/combined_reports.json \
          --report --report-file ./e2eshark-reports/combined_reports.md

      - name: Push status artifacts
        run: |
          git config user.name "GitHub Actions Bot"
          git config user.email "<>"
          git pull
          date=$(date '+%Y-%m-%d')
          mkdir -p ${date}/ci_reports_onnx/${{ matrix.backend }}/vai-hf-cnn-fp32
          mkdir -p ${date}/ci_reports_onnx/${{ matrix.backend }}/vai-int8-p0p1
          mkdir -p ${date}/ci_reports_onnx/${{ matrix.backend }}/shark-test-suite
          mkdir -p ${date}/ci_reports_onnx/${{ matrix.backend }}/vai-vision-int8
          mkdir -p ${date}/ci_reports_onnx/${{ matrix.backend }}/migraphx
          mkdir -p ${date}/ci_reports_onnx/${{ matrix.backend }}/nlp
          mkdir -p ${date}/ci_reports_onnx/${{ matrix.backend }}/combined-reports
          cp vai-hf-cnn-fp32.md ${date}/ci_reports_onnx/${{ matrix.backend }}/vai-hf-cnn-fp32/summary.md
          cp vai-int8-p0p1.md ${date}/ci_reports_onnx/${{ matrix.backend }}/vai-int8-p0p1/summary.md
          cp nlp.md ${date}/ci_reports_onnx/${{ matrix.backend }}/nlp/summary.md
          cp ci_reports_${{ matrix.backend }}_shark-test-suite_onnx_md/shark-test-suite.md ${date}/ci_reports_onnx/${{ matrix.backend }}/shark-test-suite/summary.md
          cp ci_reports_${{ matrix.backend }}_vai-vision-int8_onnx_md/vai-vision-int8.md ${date}/ci_reports_onnx/${{ matrix.backend }}/vai-vision-int8/summary.md
          cp ci_reports_${{ matrix.backend }}_migraphx_onnx_md/migraphx.md ${date}/ci_reports_onnx/${{ matrix.backend }}/migraphx/summary.md
          cp combined_reports.md ${date}/ci_reports_onnx/${{ matrix.backend }}/combined-reports/summary.md
          git add $date
          git commit -m "add CI status reports for e2eshark for ${{ matrix.backend }}"
          git push origin main
        working-directory: ./e2eshark-reports
      
      - name: Regression Reports
        run: |
          source report_venv_alt/bin/activate
          cd test-suite
          mkdir latest
          mkdir baseline
          wget https://sharkpublic.blob.core.windows.net/sharkpublic/latest-test-suite/combined_reports_${{ matrix.backend }}.json -O latest/combined_reports_${{ matrix.backend }}.json
          wget https://sharkpublic.blob.core.windows.net/sharkpublic/baseline-test-suite/combined_reports_${{ matrix.regression-blob }}.json -O baseline/combined_reports_${{ matrix.backend }}.json
          cd ..

          python ./test-suite/alt_e2eshark/utils/check_regressions.py \
            --new ./e2eshark-reports/combined_reports.json \
            --old ./test-suite/latest/combined_reports_${{ matrix.backend }}.json \
            --report-file ./e2eshark-reports/yesterday_comparison.md \
            --perf_tol_regression=0.05 \
            --perf_tol_progression=0.05
          
          python ./test-suite/alt_e2eshark/utils/check_regressions.py \
            --new ./e2eshark-reports/combined_reports.json \
            --old ./test-suite/baseline/combined_reports_${{ matrix.backend }}.json \
            --report-file ./e2eshark-reports/baseline_comparison.md \
            --perf_tol_regression=0.1 \
            --perf_tol_progression=0.1
          
          az storage blob upload --account-name sharkpublic --container-name sharkpublic \
            --name latest-test-suite/combined_reports_${{ matrix.backend }}.json \
            --file ./e2eshark-reports/combined_reports.json \
            --account-key ${AZ_PUBLIC_KEY} --overwrite

      - name: Push regression artifacts
        run: |
          git config user.name "GitHub Actions Bot"
          git config user.email "<>"
          git pull
          date=$(date '+%Y-%m-%d')
          cp yesterday_comparison.md ${date}/ci_reports_onnx/${{ matrix.backend }}/combined-reports/yesterday_comparison.md
          cp baseline_comparison.md ${date}/ci_reports_onnx/${{ matrix.backend }}/combined-reports/baseline_comparison.md
          git add $date
          git commit -m "add CI regression reports for e2eshark for ${{ matrix.backend }}"
          git push origin main
        working-directory: ./e2eshark-reports