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feat: add crossvit9 ckpt, yaml and ut test (mindspore-lab#585)
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# system | ||
mode: 0 | ||
distribute: True | ||
num_parallel_workers: 8 | ||
val_while_train: True | ||
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# dataset | ||
dataset: 'imagenet' | ||
data_dir: '/path/to/imagenet' | ||
shuffle: True | ||
dataset_download: False | ||
batch_size: 256 | ||
drop_remainder: True | ||
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# augmentation | ||
image_resize: 240 | ||
scale: [0.08, 1.0] | ||
ratio: [0.75, 1.333] | ||
hflip: 0.5 | ||
vflip: 0. | ||
interpolation: 'bicubic' | ||
auto_augment: 'randaug-m9-mstd0.5-inc1' | ||
re_prob: 0.25 | ||
mixup: 0.8 | ||
cutmix: 1.0 | ||
color_jitter: 0.4 | ||
crop_pct: 0.935 | ||
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# model | ||
model: 'crossvit9' | ||
num_classes: 1000 | ||
pretrained: False | ||
ckpt_path: '' | ||
keep_checkpoint_max: 10 | ||
ckpt_save_dir: './ckpt' | ||
epoch_size: 300 | ||
dataset_sink_mode: True | ||
amp_level: 'O2' | ||
drop_path_rate: 0.1 | ||
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# loss | ||
loss: 'CE' | ||
label_smoothing: 0.1 | ||
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# lr scheduler | ||
scheduler: 'cosine_decay' | ||
lr: 0.0011 | ||
min_lr: 0.00001 | ||
warmup_epochs: 30 | ||
decay_epochs: 270 | ||
decay_rate: 0.1 | ||
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# optimizer | ||
opt: 'adamw' | ||
weight_decay: 0.05 | ||
filter_bias_and_bn: True | ||
loss_scale_type: 'dynamic' | ||
drop_overflow_update: True | ||
use_nesterov: False | ||
eps: 1e-8 | ||
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# Scheduler parameters | ||
lr_epoch_stair: True |
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