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AMP_ENABLE: true
AMP_OPT_LEVEL: ''
AUG:
AUTO_AUGMENT: rand-m9-mstd0.5-inc1
COLOR_JITTER: 0.4
CUTMIX: 1.0
CUTMIX_MINMAX: null
MIXUP: 0.8
MIXUP_MODE: batch
MIXUP_PROB: 1.0
MIXUP_SWITCH_PROB: 0.5
RECOUNT: 1
REMODE: pixel
REPROB: 0.25
BASE:
- ''
DATA:
BANDS: rgb
BATCH_SIZE: 64
CACHE_MODE: part
CHANNELS: 3
DATASET: imagenet
DATA_PATH: /workspace/storage/data/hydro/images/
IMG_SIZE: 256
INTERPOLATION: bicubic
MASK_PATCH_SIZE: 32
MASK_RATIO: 0.6
MEAN:
- 340.76769064
- 429.9430203
- 614.21682446
- 590.23569706
- 950.68368468
- 1792.46290469
- 2075.46795189
- 2218.94553375
- 2266.46036911
- 2246.0605464
- 1594.42694882
- 1009.32729131
NUM_WORKERS: 8
PIN_MEMORY: true
STD:
- 554.81258967
- 572.41639287
- 582.87945694
- 675.88746967
- 729.89827633
- 1096.01480586
- 1273.45393088
- 1365.45589904
- 1356.13789355
- 1302.3292881
- 1079.19066363
- 818.86747235
ZIP_MODE: false
ENABLE_AMP: true
EVAL_MODE: false
FUSED_LAYERNORM: false
FUSED_WINDOW_PROCESS: false
LOCAL_RANK: 0
MODEL:
DROP_PATH_RATE: 0.1
DROP_RATE: 0.0
IN_CHANS: 3
LABEL_SMOOTHING: 0.1
NAME: hydro_rgb_simmim_pretrain
NUM_CLASSES: 1000
PRETRAINED: ''
RESUME: ''
SIMMIM:
NORM_TARGET:
ENABLE: true
PATCH_SIZE: 47
SWIN:
APE: false
DEPTHS:
- 2
- 2
- 6
- 2
EMBED_DIM: 96
IN_CHANS: 3
MLP_RATIO: 4.0
NUM_HEADS:
- 3
- 6
- 12
- 24
PATCH_NORM: true
PATCH_SIZE: 4
QKV_BIAS: true
QK_SCALE: null
WINDOW_SIZE: 7
SWINV2:
APE: false
DEPTHS:
- 2
- 2
- 18
- 2
EMBED_DIM: 128
IN_CHANS: 3
MLP_RATIO: 4.0
NUM_HEADS:
- 4
- 8
- 16
- 32
PATCH_NORM: true
PATCH_SIZE: 4
PRETRAINED_WINDOW_SIZES:
- 0
- 0
- 0
- 0
QKV_BIAS: true
WINDOW_SIZE: 16
SWIN_MLP:
APE: false
DEPTHS:
- 2
- 2
- 6
- 2
EMBED_DIM: 96
IN_CHANS: 3
MLP_RATIO: 4.0
NUM_HEADS:
- 3
- 6
- 12
- 24
PATCH_NORM: true
PATCH_SIZE: 4
WINDOW_SIZE: 7
SWIN_MOE:
APE: false
AUX_LOSS_WEIGHT: 0.01
CAPACITY_FACTOR: 1.25
COSINE_ROUTER: false
COSINE_ROUTER_DIM: 256
COSINE_ROUTER_INIT_T: 0.5
DEPTHS:
- 2
- 2
- 6
- 2
EMBED_DIM: 96
GATE_NOISE: 1.0
INIT_STD: 0.02
IN_CHANS: 3
IS_GSHARD_LOSS: false
MLP_FC2_BIAS: true
MLP_RATIO: 4.0
MOE_BLOCKS:
- - -1
- - -1
- - -1
- - -1
MOE_DROP: 0.0
NORMALIZE_GATE: false
NUM_HEADS:
- 3
- 6
- 12
- 24
NUM_LOCAL_EXPERTS: 1
PATCH_NORM: true
PATCH_SIZE: 4
PRETRAINED_WINDOW_SIZES:
- 0
- 0
- 0
- 0
QKV_BIAS: true
QK_SCALE: null
TOP_VALUE: 1
USE_BPR: true
WINDOW_SIZE: 7
TYPE: swinv2
OUTPUT: output/hydro_rgb_simmim_pretrain/hydro_rgb_simmim_pretrain_swinv2_base_img256_window16_800ep
PRINT_FREQ: 100
SAVE_FREQ: 5
SEED: 0
TAG: hydro_rgb_simmim_pretrain_swinv2_base_img256_window16_800ep
TEST:
CROP: true
SEQUENTIAL: false
SHUFFLE: false
THROUGHPUT_MODE: false
TRAIN:
ACCUMULATION_STEPS: 1
AUTO_RESUME: true
BASE_LR: 2.5e-05
CLIP_GRAD: 5.0
EPOCHS: 800
LAYER_DECAY: 1.0
LR_SCHEDULER:
DECAY_EPOCHS: 30
DECAY_RATE: 0.1
GAMMA: 0.1
MULTISTEPS:
- 700
NAME: multistep
WARMUP_PREFIX: true
MIN_LR: 1.25e-06
MOE:
SAVE_MASTER: false
OPTIMIZER:
BETAS:
- 0.9
- 0.999
EPS: 1.0e-08
MOMENTUM: 0.9
NAME: adamw
START_EPOCH: 0
USE_CHECKPOINT: false
WARMUP_EPOCHS: 10
WARMUP_LR: 1.25e-07
WEIGHT_DECAY: 0.05
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