зеркало из https://github.com/microsoft/CvT.git
85 строки
1.7 KiB
YAML
85 строки
1.7 KiB
YAML
OUTPUT_DIR: 'OUTPUT/'
|
|
WORKERS: 6
|
|
PRINT_FREQ: 500
|
|
AMP:
|
|
ENABLED: true
|
|
|
|
MODEL:
|
|
NAME: cls_cvt
|
|
SPEC:
|
|
INIT: 'trunc_norm'
|
|
NUM_STAGES: 3
|
|
PATCH_SIZE: [7, 3, 3]
|
|
PATCH_STRIDE: [4, 2, 2]
|
|
PATCH_PADDING: [2, 1, 1]
|
|
DIM_EMBED: [64, 192, 384]
|
|
NUM_HEADS: [1, 3, 6]
|
|
DEPTH: [1, 4, 16]
|
|
MLP_RATIO: [4.0, 4.0, 4.0]
|
|
ATTN_DROP_RATE: [0.0, 0.0, 0.0]
|
|
DROP_RATE: [0.0, 0.0, 0.0]
|
|
DROP_PATH_RATE: [0.0, 0.0, 0.1]
|
|
QKV_BIAS: [True, True, True]
|
|
CLS_TOKEN: [False, False, True]
|
|
POS_EMBED: [False, False, False]
|
|
QKV_PROJ_METHOD: ['dw_bn', 'dw_bn', 'dw_bn']
|
|
KERNEL_QKV: [3, 3, 3]
|
|
PADDING_KV: [1, 1, 1]
|
|
STRIDE_KV: [2, 2, 2]
|
|
PADDING_Q: [1, 1, 1]
|
|
STRIDE_Q: [1, 1, 1]
|
|
AUG:
|
|
MIXUP_PROB: 1.0
|
|
MIXUP: 0.8
|
|
MIXCUT: 1.0
|
|
TIMM_AUG:
|
|
USE_LOADER: false
|
|
RE_COUNT: 1
|
|
RE_MODE: pixel
|
|
RE_SPLIT: false
|
|
RE_PROB: 0.25
|
|
AUTO_AUGMENT: rand-m9-mstd0.5-inc1
|
|
HFLIP: 0.5
|
|
VFLIP: 0.0
|
|
COLOR_JITTER: 0.4
|
|
INTERPOLATION: bicubic
|
|
LOSS:
|
|
LABEL_SMOOTHING: 0.1
|
|
CUDNN:
|
|
BENCHMARK: true
|
|
DETERMINISTIC: false
|
|
ENABLED: true
|
|
DATASET:
|
|
DATASET: 'imagenet'
|
|
DATA_FORMAT: 'jpg'
|
|
ROOT: 'DATASET/imagenet/'
|
|
TEST_SET: 'val'
|
|
TRAIN_SET: 'train'
|
|
SAMPLER: repeated_aug
|
|
TEST:
|
|
BATCH_SIZE_PER_GPU: 32
|
|
IMAGE_SIZE: [224, 224]
|
|
MODEL_FILE: ''
|
|
INTERPOLATION: 3
|
|
TRAIN:
|
|
BATCH_SIZE_PER_GPU: 128
|
|
LR: 0.000125
|
|
IMAGE_SIZE: [224, 224]
|
|
BEGIN_EPOCH: 0
|
|
END_EPOCH: 300
|
|
LR_SCHEDULER:
|
|
METHOD: 'timm'
|
|
ARGS:
|
|
sched: 'cosine'
|
|
warmup_epochs: 5
|
|
warmup_lr: 0.000001
|
|
min_lr: 0.00001
|
|
cooldown_epochs: 10
|
|
decay_rate: 0.1
|
|
OPTIMIZER: adamW
|
|
WD: 0.1
|
|
WITHOUT_WD_LIST: ['bn', 'bias', 'ln']
|
|
SHUFFLE: true
|
|
DEBUG:
|
|
DEBUG: false
|