Merge branch 'main' into test-yolov3

.github/actions/common_cleanup/action.yaml

@@ -6,7 +6,10 @@ runs:
     - name: Cleanup model cache
       shell: bash
       run: |
+        df -h
+        python3 -m pip cache purge
         python3 tools/huggingface_delete_cache.py
         rm -rf ~/.torch/models
         rm -rf ~/.cache/custom_weights
         free -h
+        df -h

.github/actions/common_repo_setup/action.yaml

@@ -10,15 +10,17 @@ runs:
       uses: actions/setup-python@v5
       with:
         python-version: '3.8'
-        cache: 'pip'
-        cache-dependency-path: |
-          requirements-dev.txt       
+        #cache: 'pip'
+        #cache-dependency-path: |
+        #  requirements-dev.txt       
 
     - name: Install Dependencies
       shell: bash
       run: |
+        df -h
         python3 -m pip install --upgrade pip                    
         python3 -m pip install -r requirements-dev.txt
         python3 -m pip install pytest-github-report
+        df -h
 
     - uses: ./.github/actions/common_cleanup

.github/workflows/before_merge.yaml

@@ -26,8 +26,7 @@ jobs:
     runs-on: ["in-service", "n150"]
     steps:      
       - uses: actions/checkout@v4
-      - uses: ./.github/actions/common_repo_setup
-
+      - uses: ./.github/actions/common_repo_setup        
       - name: Run Tools Tests 
         run: |
           python3 -m pytest --github-report tests/tools/ -s
@@ -90,7 +89,23 @@ jobs:
         with:
           name: model-tests-metrics-group-${{ matrix.group }}
           path: tests/metrics/
+
+
+  validate-pr:
+    if: ${{ always() }}
+    runs-on: ubuntu-latest
+    name: Final Model Test Results
+    needs: [model-tests]
+    steps:
+      - run: |
+          result="${{ needs.model-tests.result }}"
+          if [[ $result == "success" || $result == "skipped" ]]; then
+            exit 0
+          else
+            exit 1
+          fi
 
+          
   collect-metrics:
     needs: model-tests
     if: ${{ github.event_name == 'workflow_dispatch' && github.event.inputs.commit_report != 'None'}}

docs/models/Autoencoder (conv)/input_variations.md

@@ -0,0 +1,26 @@
+# High Level Operations Status
+|    | Operations                           |   Input Variations |   Converted |
+|---:|:-------------------------------------|-------------------:|------------:|
+|  0 | aten.convolution.default             |                  4 |           0 |
+|  1 | aten.max_pool2d_with_indices.default |                  2 |           0 |
+|  2 | aten.relu.default                    |                  3 |           3 |
+***
+### aten.convolution.default
+|    | ATen Input Variations                                                                                                                                                                                                                                                                                   | Status   |
+|---:|:--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:---------|
+|  0 | Tensor<[1, 1, 28, 28]> input = ?,<br>Tensor<[16, 1, 3, 3]> weight = ?,<br>Optional[Tensor]<[16]> bias = ?,<br>List[int]<> stride = [1, 1],<br>List[int]<> padding = [1, 1],<br>List[int]<> dilation = [1, 1],<br>bool<> transposed = False,<br>List[int]<> output_padding = [0, 0],<br>int<> groups = 1 | Unknown  |
+|  1 | Tensor<[1, 16, 14, 14]> input = ?,<br>Tensor<[16, 1, 2, 2]> weight = ?,<br>Optional[Tensor]<[1]> bias = ?,<br>List[int]<> stride = [2, 2],<br>List[int]<> padding = [0, 0],<br>List[int]<> dilation = [1, 1],<br>bool<> transposed = True,<br>List[int]<> output_padding = [0, 0],<br>int<> groups = 1  | Unknown  |
+|  2 | Tensor<[1, 16, 14, 14]> input = ?,<br>Tensor<[4, 16, 3, 3]> weight = ?,<br>Optional[Tensor]<[4]> bias = ?,<br>List[int]<> stride = [1, 1],<br>List[int]<> padding = [1, 1],<br>List[int]<> dilation = [1, 1],<br>bool<> transposed = False,<br>List[int]<> output_padding = [0, 0],<br>int<> groups = 1 | Unknown  |
+|  3 | Tensor<[1, 4, 7, 7]> input = ?,<br>Tensor<[4, 16, 2, 2]> weight = ?,<br>Optional[Tensor]<[16]> bias = ?,<br>List[int]<> stride = [2, 2],<br>List[int]<> padding = [0, 0],<br>List[int]<> dilation = [1, 1],<br>bool<> transposed = True,<br>List[int]<> output_padding = [0, 0],<br>int<> groups = 1    | Unknown  |
+### aten.max_pool2d_with_indices.default
+|    | ATen Input Variations                                                                                 | Status   |
+|---:|:------------------------------------------------------------------------------------------------------|:---------|
+|  0 | Tensor<[1, 16, 28, 28]> self = ?,<br>List[int]<> kernel_size = [2, 2],<br>List[int]<> stride = [2, 2] | Unknown  |
+|  1 | Tensor<[1, 4, 14, 14]> self = ?,<br>List[int]<> kernel_size = [2, 2],<br>List[int]<> stride = [2, 2]  | Unknown  |
+### aten.relu.default
+|    | ATen Input Variations            | Status   |
+|---:|:---------------------------------|:---------|
+|  0 | Tensor<[1, 16, 14, 14]> self = ? | Done     |
+|  1 | Tensor<[1, 16, 28, 28]> self = ? | Done     |
+|  2 | Tensor<[1, 4, 14, 14]> self = ?  | Done     |
+

docs/models/Autoencoder (linear)/input_variations.md

@@ -0,0 +1,36 @@
+# High Level Operations Status
+|    | Operations         |   Input Variations |   Converted |
+|---:|:-------------------|-------------------:|------------:|
+|  0 | aten.addmm.default |                  8 |           8 |
+|  1 | aten.relu.default  |                  3 |           3 |
+|  2 | aten.t.default     |                  8 |           8 |
+***
+### aten.addmm.default
+|    | ATen Input Variations                                                                | Status   |
+|---:|:-------------------------------------------------------------------------------------|:---------|
+|  0 | Tensor<[128]> self = ?,<br>Tensor<[1, 64]> mat1 = ?,<br>Tensor<[64, 128]> mat2 = ?   | Done     |
+|  1 | Tensor<[128]> self = ?,<br>Tensor<[1, 784]> mat1 = ?,<br>Tensor<[784, 128]> mat2 = ? | Done     |
+|  2 | Tensor<[12]> self = ?,<br>Tensor<[1, 3]> mat1 = ?,<br>Tensor<[3, 12]> mat2 = ?       | Done     |
+|  3 | Tensor<[12]> self = ?,<br>Tensor<[1, 64]> mat1 = ?,<br>Tensor<[64, 12]> mat2 = ?     | Done     |
+|  4 | Tensor<[3]> self = ?,<br>Tensor<[1, 12]> mat1 = ?,<br>Tensor<[12, 3]> mat2 = ?       | Done     |
+|  5 | Tensor<[64]> self = ?,<br>Tensor<[1, 128]> mat1 = ?,<br>Tensor<[128, 64]> mat2 = ?   | Done     |
+|  6 | Tensor<[64]> self = ?,<br>Tensor<[1, 12]> mat1 = ?,<br>Tensor<[12, 64]> mat2 = ?     | Done     |
+|  7 | Tensor<[784]> self = ?,<br>Tensor<[1, 128]> mat1 = ?,<br>Tensor<[128, 784]> mat2 = ? | Done     |
+### aten.relu.default
+|    | ATen Input Variations     | Status   |
+|---:|:--------------------------|:---------|
+|  0 | Tensor<[1, 128]> self = ? | Done     |
+|  1 | Tensor<[1, 12]> self = ?  | Done     |
+|  2 | Tensor<[1, 64]> self = ?  | Done     |
+### aten.t.default
+|    | ATen Input Variations       | Status   |
+|---:|:----------------------------|:---------|
+|  0 | Tensor<[12, 3]> self = ?    | Done     |
+|  1 | Tensor<[12, 64]> self = ?   | Done     |
+|  2 | Tensor<[128, 64]> self = ?  | Done     |
+|  3 | Tensor<[128, 784]> self = ? | Done     |
+|  4 | Tensor<[3, 12]> self = ?    | Done     |
+|  5 | Tensor<[64, 128]> self = ?  | Done     |
+|  6 | Tensor<[64, 12]> self = ?   | Done     |
+|  7 | Tensor<[784, 128]> self = ? | Done     |
+