acs110149

[MH-huang000]

No description provided.

[github-actions]

Autograding Result:

Grading Results:
- File name format: ACS110149_CNN_Assignment.ipynb
executed_ACS110149_CNN_Assignment.ipynb
- Notebook execution: Success
- Model Performance:
  Model Performance Summary:
  Test Accuracy: 0.6935
  Test Loss: 0.9205
  Final Training Accuracy: 0.7970
  Final Validation Accuracy: 0.6935
  Final Training Loss: 0.5790
  Final Validation Loss: 0.9205
  Training Epochs: 10
  Model Parameters: 122570Debug: Checking test_output.txt existence
Debug: test_output.txt exists, content:
Test execution started at Wed Jun 25 08:09:06 UTC 2025
============================= test session starts ==============================
platform linux -- Python 3.10.18, pytest-8.4.1, pluggy-1.6.0 -- /opt/hostedtoolcache/Python/3.10.18/x64/bin/python
cachedir: .pytest_cache
rootdir: /home/runner/work/CNN-Assignment-2025/CNN-Assignment-2025
plugins: anyio-4.9.0
collecting ... collected 6 items

tests/test_cnn.py::test_file_name PASSED                                 [ 16%]
tests/test_cnn.py::test_task_1_model_changes PASSED                      [ 33%]
tests/test_cnn.py::test_task_2_hyperparameters PASSED                    [ 50%]
tests/test_cnn.py::test_task_3_data_augmentation PASSED                  [ 66%]
tests/test_cnn.py::test_task_4_visualization PASSED                      [ 83%]
tests/test_cnn.py::test_task_5_report Warning: Task 5: Report section not found, passing with reduced score
PASSED                             [100%]

============================== 6 passed in 0.23s ===============================
test_output.txt content after pytest:
Test execution started at Wed Jun 25 08:09:06 UTC 2025
============================= test session starts ==============================
platform linux -- Python 3.10.18, pytest-8.4.1, pluggy-1.6.0 -- /opt/hostedtoolcache/Python/3.10.18/x64/bin/python
cachedir: .pytest_cache
rootdir: /home/runner/work/CNN-Assignment-2025/CNN-Assignment-2025
plugins: anyio-4.9.0
collecting ... collected 6 items

tests/test_cnn.py::test_file_name PASSED                                 [ 16%]
tests/test_cnn.py::test_task_1_model_changes PASSED                      [ 33%]
tests/test_cnn.py::test_task_2_hyperparameters PASSED                    [ 50%]
tests/test_cnn.py::test_task_3_data_augmentation PASSED                  [ 66%]
tests/test_cnn.py::test_task_4_visualization PASSED                      [ 83%]
tests/test_cnn.py::test_task_5_report Warning: Task 5: Report section not found, passing with reduced score
PASSED                             [100%]

============================== 6 passed in 0.23s ===============================
test_output.txt content after pytest:
Debug: Running grep commands
- Task 1 (File Name): Pass
- Task 2 (Model Changes): Pass
- Task 3 (Hyperparameters): Pass
- Task 4 (Data Augmentation): Pass
- Task 5 (Visualization): Pass
- Task 6 (Report): Pass

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