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Issue title

`self.criterion` used but never assigned in __init__

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Top 5 (default)

Severity	Rule	Title	File:line
HIGH	`MINED108`	[MINED108] `self.criterion` used but never assigned in __init__: Method `train` of class …	`ResSCNN/ResSCNN-ms/lib/.ipynb_checkpoin…:76`
HIGH	`MINED108`	[MINED108] `self.optimizer` used but never assigned in __init__: Method `train` of class …	`ResSCNN/ResSCNN-ms/lib/.ipynb_checkpoin…:72`
HIGH	`MINED108`	[MINED108] `self.scheduler` used but never assigned in __init__: Method `train` of class …	`ResSCNN/ResSCNN-ms/lib/.ipynb_checkpoin…:68`
HIGH	`MINED108`	[MINED108] `self.start_epoch` used but never assigned in __init__: Method `train` of clas…	`ResSCNN/ResSCNN-ms/lib/.ipynb_checkpoin…:66`
HIGH	`MINED108`	[MINED108] `self.criterion` used but never assigned in __init__: Method `train` of class …	`ResSCNN/ResSCNN-ms/lib/.ipynb_checkpoin…:64`
HIGH	`MINED108`	[MINED108] `self.optimizer` used but never assigned in __init__: Method `train` of class …	`ResSCNN/ResSCNN-ms/lib/trainer.py:103`
HIGH	`MINED108`	[MINED108] `self.scheduler` used but never assigned in __init__: Method `train` of class …	`ResSCNN/ResSCNN-ms/lib/trainer.py:72`
HIGH	`MINED108`	[MINED108] `self._test_epoch` used but never assigned in __init__: Method `train` of clas…	`ResSCNN/ResSCNN-ms/lib/trainer.py:112`
HIGH	`MINED108`	[MINED108] `self.start_epoch` used but never assigned in __init__: Method `train` of clas…	`ResSCNN/ResSCNN-ms/lib/trainer.py:81`
HIGH	`MINED108`	[MINED108] `self.optimizer` used but never assigned in __init__: Method `train` of class …	`ResSCNN/ResSCNN-ms/lib/trainer.py:77`
HIGH	`MINED108`	[MINED108] `self.criterion` used but never assigned in __init__: Method `train` of class …	`ResSCNN/ResSCNN-ms/lib/trainer.py:76`
HIGH	`MINED108`	[MINED108] `self.optimizer` used but never assigned in __init__: Method `train` of class …	`ResSCNN/ResSCNN-ms/lib/trainer.py:72`
HIGH	`MINED108`	[MINED108] `self.scheduler` used but never assigned in __init__: Method `train` of class …	`ResSCNN/ResSCNN-ms/lib/trainer.py:68`
HIGH	`MINED108`	[MINED108] `self.start_epoch` used but never assigned in __init__: Method `train` of clas…	`ResSCNN/ResSCNN-ms/lib/trainer.py:66`
HIGH	`MINED108`	[MINED108] `self.criterion` used but never assigned in __init__: Method `train` of class …	`ResSCNN/ResSCNN-ms/lib/trainer.py:64`
HIGH	`MINED108`	[MINED108] `self.apply_transform` used but never assigned in __init__: Method `__getitem_…	`ResSCNN/ResSCNN-ms/lib/data_loaders.py:168`
HIGH	`MINED108`	[MINED108] `self.current_epoch` used but never assigned in __init__: Method `save_model_w…	`ResSCNN/ResSCNN-tf/lib/trainer.py:121`
HIGH	`MINED108`	[MINED108] `self.save_model_weight` used but never assigned in __init__: Method `train` o…	`ResSCNN/ResSCNN-tf/lib/trainer.py:91`
HIGH	`MINED108`	[MINED108] `self.current_epoch` used but never assigned in __init__: Method `train` of cl…	`ResSCNN/ResSCNN-tf/lib/trainer.py:94`
HIGH	`MINED108`	[MINED108] `self._test_epoch` used but never assigned in __init__: Method `train` of clas…	`ResSCNN/ResSCNN-tf/lib/trainer.py:88`
HIGH	`MINED108`	[MINED108] `self.current_epoch` used but never assigned in __init__: Method `train` of cl…	`ResSCNN/ResSCNN-tf/lib/trainer.py:87`
HIGH	`MINED108`	[MINED108] `self.current_epoch` used but never assigned in __init__: Method `train` of cl…	`ResSCNN/ResSCNN-tf/lib/trainer.py:82`
HIGH	`MINED108`	[MINED108] `self.current_epoch` used but never assigned in __init__: Method `train` of cl…	`ResSCNN/ResSCNN-tf/lib/trainer.py:96`
HIGH	`MINED108`	[MINED108] `self.current_epoch` used but never assigned in __init__: Method `train` of cl…	`ResSCNN/ResSCNN-tf/lib/trainer.py:51`
HIGH	`MINED108`	[MINED108] `self.apply_transform` used but never assigned in __init__: Method `__getitem_…	`ResSCNN/ResSCNN-tf/lib/data_loaders.py:80`
HIGH	`MINED134`	[MINED134] Binary file `PQA-Net/PQA-Net-tf/__pycache__/utils.cpython-37.pyc` committed in…	`PQA-Net/PQA-Net-tf/__pycache__/utils.cp…:1`
HIGH	`MINED134`	[MINED134] Binary file `PQA-Net/PQA-Net-tf/__pycache__/PQADataset.cpython-38.pyc` committ…	`PQA-Net/PQA-Net-tf/__pycache__/PQADatas…:1`
HIGH	`MINED134`	[MINED134] Binary file `PQA-Net/PQA-Net-tf/__pycache__/PQAmodels.cpython-38.pyc` committe…	`PQA-Net/PQA-Net-tf/__pycache__/PQAmodel…:1`
HIGH	`MINED134`	[MINED134] Binary file `PQA-Net/PQA-Net-tf/__pycache__/PQAmodels.cpython-37.pyc` committe…	`PQA-Net/PQA-Net-tf/__pycache__/PQAmodel…:1`
HIGH	`MINED134`	[MINED134] Binary file `PQA-Net/PQA-Net-tf/__pycache__/PLCCloss.cpython-37.pyc` committed…	`PQA-Net/PQA-Net-tf/__pycache__/PLCCloss…:1`
HIGH	`MINED134`	[MINED134] Binary file `PQA-Net/PQA-Net-tf/__pycache__/PLCCloss.cpython-38.pyc` committed…	`PQA-Net/PQA-Net-tf/__pycache__/PLCCloss…:1`
HIGH	`MINED134`	[MINED134] Binary file `PQA-Net/PQA-Net-tf/__pycache__/utils.cpython-38.pyc` committed in…	`PQA-Net/PQA-Net-tf/__pycache__/utils.cp…:1`
HIGH	`MINED134`	[MINED134] Binary file `PQA-Net/PQA-Net-tf/__pycache__/PQADataset.cpython-37.pyc` committ…	`PQA-Net/PQA-Net-tf/__pycache__/PQADatas…:1`
HIGH	`MINED134`	[MINED134] Binary file `PQA-Net/PQA-Net-mindspore/ __pycache__/PLCCLoss.cpython-37.pyc` c…	`PQA-Net/PQA-Net-mindspore/ __pycache__/…:1`
HIGH	`MINED134`	[MINED134] Binary file `PQA-Net/PQA-Net-mindspore/ __pycache__/TrainModelLQ.cpython-37.py…	`PQA-Net/PQA-Net-mindspore/ __pycache__/…:1`
HIGH	`MINED134`	[MINED134] Binary file `PQA-Net/PQA-Net-mindspore/ __pycache__/MeonLQ.cpython-37.pyc` com…	`PQA-Net/PQA-Net-mindspore/ __pycache__/…:1`
HIGH	`MINED134`	[MINED134] Binary file `PQA-Net/PQA-Net-mindspore/ __pycache__/TrainModelDTLQ.cpython-37.…	`PQA-Net/PQA-Net-mindspore/ __pycache__/…:1`
HIGH	`MINED134`	[MINED134] Binary file `PQA-Net/PQA-Net-mindspore/ __pycache__/torch2ms_tools.cpython-37.…	`PQA-Net/PQA-Net-mindspore/ __pycache__/…:1`
HIGH	`MINED134`	[MINED134] Binary file `PQA-Net/PQA-Net-mindspore/ __pycache__/ImageQualityDatasetLQSixSe…	`PQA-Net/PQA-Net-mindspore/ __pycache__/…:1`
HIGH	`MINED134`	[MINED134] Binary file `PQA-Net/PQA-Net-mindspore/ __pycache__/Gdn.cpython-37.pyc` commit…	`PQA-Net/PQA-Net-mindspore/ __pycache__/…:1`
HIGH	`MINED134`	[MINED134] Binary file `PQA-Net/PQA-Net-mindspore/ __pycache__/VideoTransforms.cpython-37…	`PQA-Net/PQA-Net-mindspore/ __pycache__/…:1`
HIGH	`MINED134`	[MINED134] Binary file `ResSCNN/ResSCNN-ms/models/__pycache__/Res_blocks.cpython-37.pyc` …	`ResSCNN/ResSCNN-ms/models/__pycache__/R…:1`
HIGH	`MINED134`	[MINED134] Binary file `ResSCNN/ResSCNN-ms/models/__pycache__/Res_Models.cpython-37.pyc` …	`ResSCNN/ResSCNN-ms/models/__pycache__/R…:1`
HIGH	`MINED134`	[MINED134] Binary file `ResSCNN/ResSCNN-tf/models/__pycache__/Res_Blocks.cpython-38.pyc` …	`ResSCNN/ResSCNN-tf/models/__pycache__/R…:1`
HIGH	`MINED134`	[MINED134] Binary file `ResSCNN/ResSCNN-tf/models/__pycache__/Res_Models.cpython-38.pyc` …	`ResSCNN/ResSCNN-tf/models/__pycache__/R…:1`
MED	`CFG006`	[CFG006] Missing .gitignore: No .gitignore file. Risk of committing secrets and build art…	—
MED	`CORE_NO_CI`	No CI/CD configuration found	—
LOW	`SEC132`	[SEC132] String concat where the language has interpolation (AI style drift): String buil…	`VQA_PC/TensorFlow/train/train_WPC.py:29`
LOW	`SEC132`	[SEC132] String concat where the language has interpolation (AI style drift): String buil…	`VQA_PC/TensorFlow/train/train_SJTU.py:29`
LOW	`SEC132`	[SEC132] String concat where the language has interpolation (AI style drift): String buil…	`VQA_PC/TensorFlow/train/data_loader.py:84`
LOW	`COMP001`	[COMP001] High cognitive complexity: Function `train` has cognitive complexity 9 (SonarSo…	`IT-PCQA/TensorFlow/train.py:46`
LOW	`COMP001`	[COMP001] High cognitive complexity: Function `make_dataset` has cognitive complexity 12 …	`IT-PCQA/TensorFlow/data_list.py:6`
LOW	`COMP001`	[COMP001] High cognitive complexity: Function `make_dataset` has cognitive complexity 12 …	`IT-PCQA/MindSpore/data_list.py:4`
LOW	`AIC003`	Duplicated implementation block across source files	`ResSCNN/ResSCNN-ms/lib/.ipynb_checkpoin…:9`
LOW	`AIC003`	Duplicated implementation block across source files	`PRL-GQA/TensorFlow/data_loader.py:5`
LOW	`AIC003`	Duplicated implementation block across source files	`PRL-GQA/TensorFlow/FPS.py:1`
LOW	`AIC003`	Duplicated implementation block across source files	`PRL-GQA/PyTorch/test.py:9`
LOW	`AIC003`	Duplicated implementation block across source files	`PRL-GQA/PyTorch/data_loader.py:5`
LOW	`AIC003`	Duplicated implementation block across source files	`PRL-GQA/PyTorch/FPS.py:3`
LOW	`AIC003`	Duplicated implementation block across source files	`PQA-Net/PQA-Net-tf/regression.py:26`
LOW	`AIC003`	Duplicated implementation block across source files	`PQA-Net/PQA-Net-tf/PQADataset.py:35`
LOW	`AIC003`	Duplicated implementation block across source files	`PQA-Net/PQA-Net-mindspore/torch2ms_tool…:1`
LOW	`AIC003`	Duplicated implementation block across source files	`PQA-Net/PQA-Net-mindspore/VideoTransfor…:1`
LOW	`AIC003`	Duplicated implementation block across source files	`PQA-Net/PQA-Net-mindspore/TrainModelLQ.…:385`
LOW	`AIC003`	Duplicated implementation block across source files	`PQA-Net/PQA-Net-mindspore/TrainModelLQ.…:14`
LOW	`AIC003`	Duplicated implementation block across source files	`PQA-Net/PQA-Net-mindspore/TrainModelDTL…:13`
LOW	`AIC003`	Duplicated implementation block across source files	`PQA-Net/PQA-Net-mindspore/MeonLQ.py:3`
LOW	`AIC003`	Duplicated implementation block across source files	`PQA-Net/PQA-Net-mindspore/MainLQ.py:1`
LOW	`AIC003`	Duplicated implementation block across source files	`PQA-Net/PQA-Net-mindspore/MainDTLQ.py:1`
LOW	`AIC003`	Duplicated implementation block across source files	`PQA-Net/PQA-Net-mindspore/ImageQualityD…:1`
LOW	`AIC003`	Duplicated implementation block across source files	`PQA-Net/PQA-Net-mindspore/ImageQualityD…:14`
LOW	`AIC003`	Duplicated implementation block across source files	`PQA-Net/PQA-Net-mindspore/Gdn.py:1`
LOW	`AIC003`	Duplicated implementation block across source files	`PQA-Net/PQA-Net-mindspore/.ipynb_checkp…:385`
LOW	`AIC003`	Duplicated implementation block across source files	`IT-PCQA/TensorFlow/train.py:69`
LOW	`AIC003`	Duplicated implementation block across source files	`IT-PCQA/TensorFlow/train.py:10`
LOW	`AIC003`	Duplicated implementation block across source files	`IT-PCQA/TensorFlow/train.py:6`
LOW	`AIC003`	Duplicated implementation block across source files	`IT-PCQA/TensorFlow/model.py:25`
LOW	`AIC003`	Duplicated implementation block across source files	`IT-PCQA/TensorFlow/demo.py:10`
LOW	`AIC003`	Duplicated implementation block across source files	`IT-PCQA/TensorFlow/demo.py:6`
LOW	`AIC003`	Duplicated implementation block across source files	`IT-PCQA/TensorFlow/data_list.py:5`
LOW	`AIC003`	Duplicated implementation block across source files	`IT-PCQA/MindSpore/train_multiOpt.py:17`
LOW	`AIC003`	Duplicated implementation block across source files	`IT-PCQA/MindSpore/train_multiOpt.py:13`
LOW	`AIC003`	Duplicated implementation block across source files	`IT-PCQA/MindSpore/train.py:17`
INFO	`MINED063`	[MINED063] Toctou Os Path Exists: if os.path.exists(p): open(p) — file can be replaced/de…	`VQA_PC/mindspore/train/data_loader.py:52`
INFO	`MINED063`	[MINED063] Toctou Os Path Exists: if os.path.exists(p): open(p) — file can be replaced/de…	`VQA_PC/TensorFlow/train/data_loader.py:49`
INFO	`MINED064`	[MINED064] Python Input Call: input() blocks for stdin. Inappropriate in services.	`VQA_PC/TensorFlow/train/ResNet_mean_wit…:9`
INFO	`MINED077`	[MINED077] Python Open No Context: fp = open(path) outside with-block leaks file handles.	`PRL-GQA/TensorFlow/test.py:68`
INFO	`MINED077`	[MINED077] Python Open No Context: fp = open(path) outside with-block leaks file handles.	`PRL-GQA/PyTorch/test.py:71`
INFO	`MINED077`	[MINED077] Python Open No Context: fp = open(path) outside with-block leaks file handles.	`PRL-GQA/MindSpore/test.py:93`
INFO	`MINED050`	[MINED050] Stub Only Function: Function declared but body is just pass, return None, rais…	`PQA-Net/PQA-Net-tf/PQAmodels.py:46`
INFO	`MINED050`	[MINED050] Stub Only Function: Function declared but body is just pass, return None, rais…	`PQA-Net/PQA-Net-mindspore/torch2ms_tool…:112`
INFO	`MINED050`	[MINED050] Stub Only Function: Function declared but body is just pass, return None, rais…	`PQA-Net/PQA-Net-mindspore/.ipynb_checkp…:112`

Reset to top 5 92 findings available (after auto-suppression of test files + won't-fix)

Issue body (markdown)

## Code-quality scan: `Terriao/OpenPCQA`

**Score: 82/100 (C)**  ·  92 findings  ·  scanned 2026-06-05 17:47 UTC  ·  16,230 LOC

| Severity | Count |
|---|---|
| CRITICAL | 0 |
| HIGH | 45 |
| MEDIUM | 2 |
| LOW | 36 |

📊 [Full filterable report](https://repobility.com/scan/eaa0f019-80ff-461e-98b2-fd1e305cd3b3/)  ·  ![scorecard](https://repobility.com/scan/eaa0f019-80ff-461e-98b2-fd1e305cd3b3/report.png?v=1780681629-s2)

### Top findings

1. **HIGH** `MINED108` — `self.criterion` used but never assigned in __init__
   `ResSCNN/ResSCNN-ms/lib/.ipynb_checkpoints/trainer-checkpoint.py:76` · ✓ Repobility
2. **HIGH** `MINED108` — `self.optimizer` used but never assigned in __init__
   `ResSCNN/ResSCNN-ms/lib/.ipynb_checkpoints/trainer-checkpoint.py:72` · ✓ Repobility
3. **HIGH** `MINED108` — `self.scheduler` used but never assigned in __init__
   `ResSCNN/ResSCNN-ms/lib/.ipynb_checkpoints/trainer-checkpoint.py:68` · ✓ Repobility
4. **HIGH** `MINED108` — `self.start_epoch` used but never assigned in __init__
   `ResSCNN/ResSCNN-ms/lib/.ipynb_checkpoints/trainer-checkpoint.py:66` · ✓ Repobility
5. **HIGH** `MINED108` — `self.criterion` used but never assigned in __init__
   `ResSCNN/ResSCNN-ms/lib/.ipynb_checkpoints/trainer-checkpoint.py:64` · ✓ Repobility

---

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Issue title

Curate findings to include

Issue body (markdown)

Push this scan report to `Terriao/OpenPCQA`