Update CI to include benchmarking changes in Test Suite. (#17655)

This commit updates the SHARK-Test ref, config files, and yaml files to
have the most up to date flags and benchmarking support. I will also
concentrate on a python implementation for pulling in configs in
Test-Suite, so we don't have to rely on all these config files. Checked
the golden values over 15 times in the CI so should be good.

This commit also adds support to the CI, so that it generates a job
summary of the benchmark mean times for e2e and all the sub models. This
can be seen by developers in the summary tab of the PckgCI testing.
Example: https://github.com/iree-org/iree/actions/runs/9501523985

<img width="646" alt="image"
src="https://github.com/iree-org/iree/assets/77521230/8c0e8732-64a9-4147-b596-64520b0622d6">


Side note: The build_test_all_bazel was failing the first couple times
and then passed. Seems to be unstable

---------

Signed-off-by: saienduri <saimanas.enduri@amd.com>

.github/workflows/pkgci_regression_test.yml

@@ -90,7 +90,7 @@ jobs:
         uses: actions/checkout@8f4b7f84864484a7bf31766abe9204da3cbe65b3 # v3.5.0
         with:
           repository: nod-ai/SHARK-TestSuite
-          ref: c9b3337e1f754c83d178568be1339aaef5f08045
+          ref: ab932cc54f1e460ccd9b4a4f1efa07d0ee069eb5
           path: SHARK-TestSuite
           submodules: false
           lfs: false
@@ -138,15 +138,19 @@ jobs:
           # CPU
           - name: cpu_llvm_task
             models-config-file: pytorch_models_cpu_llvm_task.json
-            sdxl-config-file: sdxl_scheduled_unet_cpu_llvm_task.json
+            sdxl-unet-config-file: sdxl_scheduled_unet_cpu_llvm_task.json
+            sdxl-vae-config-file: sdxl_vae_decode_cpu_llvm_task.json
+            sdxl-clip-config-file: sdxl_prompt_encoder_cpu_llvm_task.json
             runs-on: nodai-amdgpu-w7900-x86-64
 
           # AMD GPU
           - name: amdgpu_rocm_gfx90a
             models-config-file: pytorch_models_gpu_rocm_gfx90a.json
             models-extra-flags-config-file: pytorch_models_gpu_rocm_gfx90a_additional_flags.json
-            sdxl-config-file: sdxl_scheduled_unet_gpu_rocm_gfx90a.json
-            runs-on: nodai-amdgpu-mi250-x86-64
+            sdxl-unet-config-file: sdxl_scheduled_unet_gpu_rocm_gfx90a.json
+            sdxl-vae-config-file: sdxl_vae_decode_gpu_rocm_gfx90a.json
+            sdxl-clip-config-file: sdxl_prompt_encoder_gpu_rocm_gfx90a.json
+            runs-on: nodai-amdgpu-mi210-x86-64
           - name: amdgpu_vulkan
             models-config-file: pytorch_models_gpu_vulkan.json
             runs-on: nodai-amdgpu-w7900-x86-64
@@ -166,7 +170,9 @@ jobs:
       IREE_TEST_PATH_EXTENSION: ${{ github.workspace }}/build_tools/pkgci/external_test_suite
       MODELS_CONFIG_FILE_PATH: build_tools/pkgci/external_test_suite/${{ matrix.models-config-file }}
       MODELS_EXTRA_FLAGS_CONFIG_FILE_PATH: build_tools/pkgci/external_test_suite/${{ matrix.models-extra-flags-config-file }}
-      SDXL_CONFIG_FILE_PATH: build_tools/pkgci/external_test_suite/${{ matrix.sdxl-config-file }}
+      SDXL_UNET_CONFIG_FILE_PATH: build_tools/pkgci/external_test_suite/${{ matrix.sdxl-unet-config-file }}
+      SDXL_CLIP_CONFIG_FILE_PATH: build_tools/pkgci/external_test_suite/${{ matrix.sdxl-clip-config-file }}
+      SDXL_VAE_CONFIG_FILE_PATH: build_tools/pkgci/external_test_suite/${{ matrix.sdxl-vae-config-file }}
       VENV_DIR: ${{ github.workspace }}/venv
     steps:
       - name: Checking out IREE repository
@@ -201,7 +207,7 @@ jobs:
         uses: actions/checkout@8f4b7f84864484a7bf31766abe9204da3cbe65b3 # v3.5.0
         with:
           repository: nod-ai/SHARK-TestSuite
-          ref: c9b3337e1f754c83d178568be1339aaef5f08045
+          ref: ab932cc54f1e460ccd9b4a4f1efa07d0ee069eb5
           path: SHARK-TestSuite
           submodules: false
           lfs: true
@@ -243,7 +249,7 @@ jobs:
             --config-files=${MODELS_EXTRA_FLAGS_CONFIG_FILE_PATH}
 
       - name: "Run external tests - SDXL scheduled unet"
-        if: "matrix.sdxl-config-file != '' && !cancelled()"
+        if: "matrix.sdxl-unet-config-file != '' && !cancelled()"
         run: |
           source ${VENV_DIR}/bin/activate
           pytest SHARK-TestSuite/iree_tests/pytorch/models/sdxl-scheduled-unet-3-tank \
@@ -254,10 +260,49 @@ jobs:
             --log-cli-level=info \
             --timeout=1200 \
             --durations=0 \
-            --config-files=${SDXL_CONFIG_FILE_PATH}
+            --config-files=${SDXL_UNET_CONFIG_FILE_PATH}
+
+      - name: "Run external tests - SDXL prompt encoder"
+        if: "matrix.sdxl-clip-config-file != '' && !cancelled()"
+        run: |
+          source ${VENV_DIR}/bin/activate
+          pytest SHARK-TestSuite/iree_tests/pytorch/models/sdxl-prompt-encoder-tank \
+            -rpfE \
+            -k real_weights \
+            --no-skip-tests-missing-files \
+            --capture=no \
+            --log-cli-level=info \
+            --timeout=1200 \
+            --durations=0 \
+            --config-files=${SDXL_CLIP_CONFIG_FILE_PATH}
+
+      - name: "Run external tests - SDXL vae decode"
+        if: "matrix.sdxl-vae-config-file != '' && !cancelled()"
+        run: |
+          source ${VENV_DIR}/bin/activate
+          pytest SHARK-TestSuite/iree_tests/pytorch/models/sdxl-vae-decode-tank \
+            -rpfE \
+            -k real_weights \
+            --no-skip-tests-missing-files \
+            --capture=no \
+            --log-cli-level=info \
+            --timeout=1200 \
+            --durations=0 \
+            --config-files=${SDXL_VAE_CONFIG_FILE_PATH}
 
       - name: "Running SDXL rocm pipeline benchmark"
         if: contains(matrix.name, 'rocm')
         run: |
           source ${VENV_DIR}/bin/activate
-          bash SHARK-TestSuite/iree_tests/benchmarks/benchmark_sdxl_rocm.sh
+          pytest SHARK-TestSuite/iree_tests/benchmarks/benchmark_sdxl_rocm.py \
+            --goldentime-rocm-e2e-ms 1636 \
+            --goldentime-rocm-unet-ms 442 \
+            --goldentime-rocm-clip-ms 16.5 \
+            --goldentime-rocm-vae-ms 285 \
+            --gpu-number 3 \
+            --rocm-chip gfx90a \
+            --log-cli-level=info \
+            --retries 7
+          echo "### SDXL Benchmark Summary:" >> $GITHUB_STEP_SUMMARY
+          echo "" >> $GITHUB_STEP_SUMMARY # this is a blank line
+          echo "$(<job_summary.txt )" >> $GITHUB_STEP_SUMMARY