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effb3 isic20 extra data test
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zyxwvu321 committed Jun 7, 2020
1 parent aaf0ec5 commit e856995
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29 changes: 29 additions & 0 deletions configs/effb3_meta_default20_extrameta_w_d_newextra.yaml
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MODEL:

BACKBONE: 'effnetb3'
NAME: 'effb3_SVMeta'

IMG_FCS: [3072,512]

DATASETS:
ROOT_DIR: ['../data/all18_coloradj','../data/all20_coloradj', '../data/extra_all1']
DICT_LABEL: ['NV', 'MEL']
INFO_CSV: ['./dat/all18_info1_convert20_noextra.csv','./dat/all20_info1.csv','./dat/all20_extra.csv']
NUM_CLASS: 2
DATALOADER:
BATCH_SIZE: 12
SAMPLER: 'weighted_meta'
NUM_WORKERS: 8
TEST:
BATCH_SIZE: 32

MISC:
OUT_DIR: "../checkpoint/effb3_meta_default20_d_newextra"
VALID_EPOCH: 10
LOG_PERIOD: 10000

INPUT:
CRP_SCALE: [0.1,1.0]
CRP_RATIO: [0.75,1.33]
SOLVER:
EPOCHS: 50
28 changes: 28 additions & 0 deletions configs/effb3_meta_default20_extrameta_w_d_test_newextra.yaml
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MODEL:

BACKBONE: 'effnetb3'
NAME: 'effb3_SVMeta'

IMG_FCS: [3072,512]
DATASETS:
ROOT_DIR: ['../data/all20_usp_coloradj']
DICT_LABEL: ['NV', 'MEL']
INFO_CSV: ['./dat/all20_info_usp.csv']
NUM_CLASS: 2
DATALOADER:
BATCH_SIZE: 12
SAMPLER: 'weighted_meta'
NUM_WORKERS: 8
TEST:
BATCH_SIZE: 32

MISC:
OUT_DIR: "../checkpoint/effb3_meta_default20_d_newextra"
VALID_EPOCH: 10
LOG_PERIOD: 10000

INPUT:
CRP_SCALE: [0.1,1.0]
CRP_RATIO: [0.75,1.33]
SOLVER:
EPOCHS: 50

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