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reformat code
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‎configs/datasets/caltech101.yaml

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DATASET:
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NAME: 'Caltech101'
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NAME: "Caltech101"

‎configs/datasets/dtd.yaml

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DATASET:
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NAME: 'DescribableTextures'
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NAME: "DescribableTextures"

‎configs/datasets/eurosat.yaml

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DATASET:
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NAME: 'EuroSAT'
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NAME: "EuroSAT"

‎configs/datasets/fgvc_aircraft.yaml

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DATASET:
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NAME: 'FGVCAircraft'
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NAME: "FGVCAircraft"

‎configs/datasets/food101.yaml

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DATASET:
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NAME: 'Food101'
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NAME: "Food101"

‎configs/datasets/imagenet.yaml

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DATASET:
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NAME: 'ImageNet'
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NAME: "ImageNet"

‎configs/datasets/imagenet_a.yaml

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DATASET:
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NAME: 'ImageNetA'
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NAME: "ImageNetA"

‎configs/datasets/imagenet_r.yaml

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DATASET:
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NAME: 'ImageNetR'
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NAME: "ImageNetR"

‎configs/datasets/imagenet_sketch.yaml

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DATASET:
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NAME: 'ImageNetSketch'
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NAME: "ImageNetSketch"

‎configs/datasets/imagenetv2.yaml

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DATASET:
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NAME: 'ImageNetV2'
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NAME: "ImageNetV2"

‎configs/datasets/oxford_flowers.yaml

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DATASET:
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NAME: 'OxfordFlowers'
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NAME: "OxfordFlowers"

‎configs/datasets/oxford_pets.yaml

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DATASET:
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NAME: 'OxfordPets'
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NAME: "OxfordPets"

‎configs/datasets/stanford_cars.yaml

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DATASET:
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NAME: 'StanfordCars'
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NAME: "StanfordCars"

‎configs/datasets/sun397.yaml

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DATASET:
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NAME: 'SUN397'
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NAME: "SUN397"

‎configs/datasets/ucf101.yaml

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DATASET:
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NAME: 'UCF101'
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NAME: "UCF101"

‎configs/trainers/CoOp/rn101.yaml

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INPUT:
99
SIZE: (224, 224)
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INTERPOLATION: 'bicubic'
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INTERPOLATION: "bicubic"
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PIXEL_MEAN: [0.48145466, 0.4578275, 0.40821073]
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PIXEL_STD: [0.26862954, 0.26130258, 0.27577711]
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TRANSFORMS: ['random_flip', 'random_translation', 'center_crop', 'normalize']
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TRANSFORMS: ["random_flip", "random_translation", "center_crop", "normalize"]
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OPTIM:
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NAME: 'sgd'
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NAME: "sgd"
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LR: 0.002
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MAX_EPOCH: 200
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LR_SCHEDULER: 'cosine'
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LR_SCHEDULER: "cosine"
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WARMUP_EPOCH: 1
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WARMUP_TYPE: 'constant'
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WARMUP_TYPE: "constant"
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WARMUP_CONS_LR: 1e-5
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TRAIN:
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PRINT_FREQ: 5
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TEST:
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FINAL_MODEL: 'best_val'
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FINAL_MODEL: "best_val"
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MODEL:
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BACKBONE:
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NAME: 'RN101'
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NAME: "RN101"

‎configs/trainers/CoOp/rn101_ep50.yaml

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@@ -7,26 +7,26 @@ DATALOADER:
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INPUT:
99
SIZE: (224, 224)
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INTERPOLATION: 'bicubic'
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INTERPOLATION: "bicubic"
1111
PIXEL_MEAN: [0.48145466, 0.4578275, 0.40821073]
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PIXEL_STD: [0.26862954, 0.26130258, 0.27577711]
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TRANSFORMS: ['random_flip', 'random_translation', 'center_crop', 'normalize']
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TRANSFORMS: ["random_flip", "random_translation", "center_crop", "normalize"]
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OPTIM:
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NAME: 'sgd'
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NAME: "sgd"
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LR: 0.002
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MAX_EPOCH: 50
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LR_SCHEDULER: 'cosine'
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LR_SCHEDULER: "cosine"
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WARMUP_EPOCH: 1
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WARMUP_TYPE: 'constant'
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WARMUP_TYPE: "constant"
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WARMUP_CONS_LR: 1e-5
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TRAIN:
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PRINT_FREQ: 5
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TEST:
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FINAL_MODEL: 'best_val'
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FINAL_MODEL: "best_val"
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MODEL:
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BACKBONE:
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NAME: 'RN101'
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NAME: "RN101"

‎configs/trainers/CoOp/rn50.yaml

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INPUT:
99
SIZE: (224, 224)
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INTERPOLATION: 'bicubic'
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INTERPOLATION: "bicubic"
1111
PIXEL_MEAN: [0.48145466, 0.4578275, 0.40821073]
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PIXEL_STD: [0.26862954, 0.26130258, 0.27577711]
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TRANSFORMS: ['random_flip', 'random_translation', 'center_crop', 'normalize']
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TRANSFORMS: ["random_flip", "random_translation", "center_crop", "normalize"]
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OPTIM:
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NAME: 'sgd'
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NAME: "sgd"
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LR: 0.002
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MAX_EPOCH: 200
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LR_SCHEDULER: 'cosine'
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LR_SCHEDULER: "cosine"
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WARMUP_EPOCH: 1
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WARMUP_TYPE: 'constant'
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WARMUP_TYPE: "constant"
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WARMUP_CONS_LR: 1e-5
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TRAIN:
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PRINT_FREQ: 5
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TEST:
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FINAL_MODEL: 'best_val'
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FINAL_MODEL: "best_val"
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MODEL:
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BACKBONE:
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NAME: 'RN50'
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NAME: "RN50"

‎configs/trainers/CoOp/rn50_ctxv1.yaml

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INPUT:
99
SIZE: (224, 224)
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INTERPOLATION: 'bicubic'
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INTERPOLATION: "bicubic"
1111
PIXEL_MEAN: [0.48145466, 0.4578275, 0.40821073]
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PIXEL_STD: [0.26862954, 0.26130258, 0.27577711]
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TRANSFORMS: ['random_flip', 'random_translation', 'center_crop', 'normalize']
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TRANSFORMS: ["random_flip", "random_translation", "center_crop", "normalize"]
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OPTIM:
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NAME: 'sgd'
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NAME: "sgd"
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LR: 0.002
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MAX_EPOCH: 200
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LR_SCHEDULER: 'cosine'
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LR_SCHEDULER: "cosine"
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WARMUP_EPOCH: 1
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WARMUP_TYPE: 'constant'
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WARMUP_TYPE: "constant"
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WARMUP_CONS_LR: 1e-5
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TRAIN:
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PRINT_FREQ: 5
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TEST:
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FINAL_MODEL: 'best_val'
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FINAL_MODEL: "best_val"
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MODEL:
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BACKBONE:
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NAME: 'RN50'
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NAME: "RN50"
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TRAINER:
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COOP:
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CTX_INIT: 'a photo of a'
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CTX_INIT: "a photo of a"

‎configs/trainers/CoOp/rn50_ep100.yaml

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INPUT:
99
SIZE: (224, 224)
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INTERPOLATION: 'bicubic'
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INTERPOLATION: "bicubic"
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PIXEL_MEAN: [0.48145466, 0.4578275, 0.40821073]
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PIXEL_STD: [0.26862954, 0.26130258, 0.27577711]
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TRANSFORMS: ['random_flip', 'random_translation', 'center_crop', 'normalize']
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TRANSFORMS: ["random_flip", "random_translation", "center_crop", "normalize"]
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OPTIM:
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NAME: 'sgd'
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NAME: "sgd"
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LR: 0.002
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MAX_EPOCH: 100
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LR_SCHEDULER: 'cosine'
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LR_SCHEDULER: "cosine"
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WARMUP_EPOCH: 1
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WARMUP_TYPE: 'constant'
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WARMUP_TYPE: "constant"
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WARMUP_CONS_LR: 1e-5
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TRAIN:
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PRINT_FREQ: 5
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TEST:
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FINAL_MODEL: 'best_val'
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FINAL_MODEL: "best_val"
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MODEL:
3131
BACKBONE:
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NAME: 'RN50'
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NAME: "RN50"

‎configs/trainers/CoOp/rn50_ep50.yaml

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@@ -7,26 +7,26 @@ DATALOADER:
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INPUT:
99
SIZE: (224, 224)
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INTERPOLATION: 'bicubic'
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INTERPOLATION: "bicubic"
1111
PIXEL_MEAN: [0.48145466, 0.4578275, 0.40821073]
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PIXEL_STD: [0.26862954, 0.26130258, 0.27577711]
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TRANSFORMS: ['random_flip', 'random_translation', 'center_crop', 'normalize']
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TRANSFORMS: ["random_flip", "random_translation", "center_crop", "normalize"]
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OPTIM:
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NAME: 'sgd'
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NAME: "sgd"
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LR: 0.002
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MAX_EPOCH: 50
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LR_SCHEDULER: 'cosine'
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LR_SCHEDULER: "cosine"
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WARMUP_EPOCH: 1
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WARMUP_TYPE: 'constant'
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WARMUP_TYPE: "constant"
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WARMUP_CONS_LR: 1e-5
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TRAIN:
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PRINT_FREQ: 5
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TEST:
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FINAL_MODEL: 'best_val'
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FINAL_MODEL: "best_val"
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MODEL:
3131
BACKBONE:
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NAME: 'RN50'
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NAME: "RN50"

‎configs/trainers/CoOp/rn50_ep50_ctxv1.yaml

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@@ -7,30 +7,30 @@ DATALOADER:
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INPUT:
99
SIZE: (224, 224)
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INTERPOLATION: 'bicubic'
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INTERPOLATION: "bicubic"
1111
PIXEL_MEAN: [0.48145466, 0.4578275, 0.40821073]
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PIXEL_STD: [0.26862954, 0.26130258, 0.27577711]
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TRANSFORMS: ['random_flip', 'random_translation', 'center_crop', 'normalize']
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TRANSFORMS: ["random_flip", "random_translation", "center_crop", "normalize"]
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OPTIM:
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NAME: 'sgd'
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NAME: "sgd"
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LR: 0.002
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MAX_EPOCH: 50
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LR_SCHEDULER: 'cosine'
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LR_SCHEDULER: "cosine"
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WARMUP_EPOCH: 1
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WARMUP_TYPE: 'constant'
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WARMUP_TYPE: "constant"
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WARMUP_CONS_LR: 1e-5
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TRAIN:
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PRINT_FREQ: 5
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TEST:
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FINAL_MODEL: 'best_val'
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FINAL_MODEL: "best_val"
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MODEL:
3131
BACKBONE:
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NAME: 'RN50'
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NAME: "RN50"
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TRAINER:
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COOP:
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CTX_INIT: 'a photo of a'
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CTX_INIT: "a photo of a"

‎configs/trainers/CoOp/rn50_val.yaml

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INPUT:
99
SIZE: (224, 224)
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INTERPOLATION: 'bicubic'
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INTERPOLATION: "bicubic"
1111
PIXEL_MEAN: [0.48145466, 0.4578275, 0.40821073]
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PIXEL_STD: [0.26862954, 0.26130258, 0.27577711]
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TRANSFORMS: ['center_crop', 'normalize']
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TRANSFORMS: ["center_crop", "normalize"]
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TEST:
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FINAL_MODEL: 'best_val'
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FINAL_MODEL: "best_val"
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MODEL:
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BACKBONE:
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NAME: 'RN50'
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NAME: "RN50"

‎configs/trainers/CoOp/vit_b16.yaml

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INPUT:
99
SIZE: (224, 224)
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INTERPOLATION: 'bicubic'
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INTERPOLATION: "bicubic"
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PIXEL_MEAN: [0.48145466, 0.4578275, 0.40821073]
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PIXEL_STD: [0.26862954, 0.26130258, 0.27577711]
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TRANSFORMS: ['random_flip', 'random_translation', 'center_crop', 'normalize']
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TRANSFORMS: ["random_flip", "random_translation", "center_crop", "normalize"]
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OPTIM:
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NAME: 'sgd'
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NAME: "sgd"
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LR: 0.002
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MAX_EPOCH: 200
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LR_SCHEDULER: 'cosine'
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LR_SCHEDULER: "cosine"
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WARMUP_EPOCH: 1
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WARMUP_TYPE: 'constant'
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WARMUP_TYPE: "constant"
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WARMUP_CONS_LR: 1e-5
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TRAIN:
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PRINT_FREQ: 5
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TEST:
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FINAL_MODEL: 'best_val'
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FINAL_MODEL: "best_val"
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MODEL:
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BACKBONE:
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NAME: 'ViT-B/16'
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NAME: "ViT-B/16"

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