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Change the setting of regression tests according to the introducing early-stopping #2885

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merged 2 commits into from
Feb 6, 2024
Merged

Change the setting of regression tests according to the introducing early-stopping #2885

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f762084
Change the setting of regtests
sungmanc Feb 5, 2024
77ec6f8
Fix precommit
sungmanc Feb 5, 2024
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4 changes: 2 additions & 2 deletions src/otx/recipe/_base_/train.yaml
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Original file line number Diff line number Diff line change
@@ -1,11 +1,11 @@
max_epochs: 10
max_epochs: 200
min_epochs: 1
callbacks:
- class_path: lightning.pytorch.callbacks.EarlyStopping
init_args:
monitor: null
mode: max
patience: 10 # will be updated at the optimization phase. It needs to differentiate for each tasks.
patience: 10
check_on_train_epoch_end: false
min_delta: 0.001
- class_path: lightning.pytorch.callbacks.RichProgressBar
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26 changes: 6 additions & 20 deletions tests/regression/test_regression.py
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Original file line number Diff line number Diff line change
Expand Up @@ -115,7 +115,6 @@ class TestMultiClassCls(BaseTest):
data_root=Path("multiclass_classification/multiclass_CUB_small") / f"{idx}",
data_format="imagenet_with_subset_dirs",
num_classes=2,
extra_overrides={"max_epochs": "20"},
)
for idx in range(1, 4)
] + [
Expand All @@ -124,14 +123,12 @@ class TestMultiClassCls(BaseTest):
data_root=Path("multiclass_classification/multiclass_CUB_medium"),
data_format="imagenet_with_subset_dirs",
num_classes=67,
extra_overrides={"max_epochs": "20"},
),
DatasetTestCase(
name=f"multiclass_food101_large",
data_root=Path("multiclass_classification/multiclass_food101_large"),
data_format="imagenet_with_subset_dirs",
num_classes=20,
extra_overrides={"max_epochs": "20"},
)
]

Expand Down Expand Up @@ -181,7 +178,6 @@ class TestMultilabelCls(BaseTest):
data_root=Path("multilabel_classification/multilabel_CUB_small") / f"{idx}",
data_format="datumaro",
num_classes=3,
extra_overrides={"max_epochs": "20"},
)
for idx in range(1, 4)
] + [
Expand All @@ -190,14 +186,12 @@ class TestMultilabelCls(BaseTest):
data_root=Path("multilabel_classification/multilabel_CUB_medium"),
data_format="datumaro",
num_classes=68,
extra_overrides={"max_epochs": "20"},
),
DatasetTestCase(
name=f"multilabel_food101_large",
data_root=Path("multilabel_classification/multilabel_food101_large"),
data_format="datumaro",
num_classes=21,
extra_overrides={"max_epochs": "20"},
)
]

Expand Down Expand Up @@ -248,7 +242,6 @@ class TestHlabelCls(BaseTest):
data_format="datumaro",
num_classes=6,
extra_overrides={
"max_epochs": "20",
"model.num_multiclass_heads": "3",
"model.num_multilabel_classes": "0",
},
Expand All @@ -261,7 +254,6 @@ class TestHlabelCls(BaseTest):
data_format="datumaro",
num_classes=102,
extra_overrides={
"max_epochs": "20",
"model.num_multiclass_heads": "23",
"model.num_multilabel_classes": "0",
},
Expand Down Expand Up @@ -318,7 +310,7 @@ class TestObjectDetection(BaseTest):
data_root=Path("detection/pothole_small") / f"{idx}",
data_format="coco",
num_classes=1,
extra_overrides={"max_epochs": "40", "deterministic": "True"},
extra_overrides={"deterministic": "True"},
)
for idx in range(1, 4)
] + [
Expand All @@ -327,14 +319,14 @@ class TestObjectDetection(BaseTest):
data_root=Path("detection/pothole_medium"),
data_format="coco",
num_classes=1,
extra_overrides={"max_epochs": "40", "deterministic": "True"}
extra_overrides={"deterministic": "True"}
),
DatasetTestCase(
name="vitens_large",
data_root=Path("detection/vitens_large"),
data_format="coco",
num_classes=1,
extra_overrides={"max_epochs": "40", "deterministic": "True"}
extra_overrides={"deterministic": "True"}
)
]

Expand Down Expand Up @@ -386,7 +378,6 @@ class TestSemanticSegmentation(BaseTest):
data_root=Path("semantic_seg/kvasir_small") / f"{idx}",
data_format="common_semantic_segmentation_with_subset_dirs",
num_classes=2,
extra_overrides={"max_epochs": "40"},
)
for idx in range(1, 4)
] + [
Expand All @@ -395,14 +386,12 @@ class TestSemanticSegmentation(BaseTest):
data_root=Path("semantic_seg/kvasir_medium"),
data_format="common_semantic_segmentation_with_subset_dirs",
num_classes=2,
extra_overrides={"max_epochs": "40"}
),
DatasetTestCase(
name="kvasir_large",
data_root=Path("semantic_seg/kvasir_large"),
data_format="common_semantic_segmentation_with_subset_dirs",
num_classes=2,
extra_overrides={"max_epochs": "40"}
)
]

Expand Down Expand Up @@ -450,7 +439,7 @@ class TestInstanceSegmentation(BaseTest):
data_root=Path("instance_seg/wgisd_small") / f"{idx}",
data_format="coco",
num_classes=5,
extra_overrides={"max_epochs": "20", "deterministic": "True"},
extra_overrides={"deterministic": "True"},
)
for idx in range(1, 4)
] + [
Expand All @@ -459,14 +448,14 @@ class TestInstanceSegmentation(BaseTest):
data_root=Path("instance_seg/coco_car_person_medium"),
data_format="coco",
num_classes=2,
extra_overrides={"max_epochs": "20", "deterministic": "True"}
extra_overrides={"deterministic": "True"}
),
DatasetTestCase(
name="vitens_coliform",
data_root=Path("instance_seg/Vitens-Coliform-coco"),
data_format="coco",
num_classes=1,
extra_overrides={"max_epochs": "20", "deterministic": "True"}
extra_overrides={"deterministic": "True"}
)
]

Expand Down Expand Up @@ -513,7 +502,6 @@ class TestVisualPrompting(BaseTest):
data_root=Path("visual_prompting/wgisd_small") / f"{idx}",
data_format="coco",
num_classes=5,
extra_overrides={"max_epochs": "20"},
)
for idx in range(1, 4)
] + [
Expand All @@ -522,14 +510,12 @@ class TestVisualPrompting(BaseTest):
data_root=Path("visual_prompting/coco_car_person_medium"),
data_format="coco",
num_classes=2,
extra_overrides={"max_epochs": "20"}
),
DatasetTestCase(
name="vitens_coliform",
data_root=Path("visual_prompting/Vitens-Coliform-coco"),
data_format="coco",
num_classes=1,
extra_overrides={"max_epochs": "20"}
)
]

Expand Down
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