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k400_train_rgb_vitl-14-f8.yaml
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k400_train_rgb_vitl-14-f8.yaml
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resume:
pretrain:
seed: 1024
data:
dataset: k400
modality: RGB
num_segments: 8
seg_length: 1
batch_size: 32
workers: 4
num_classes: 400
image_tmpl: 'img_{:05d}.jpg'
train_root: '/bpfs/v2_mnt/VIS/test/k400/train_320_frames'
train_list: 'lists/k400/kinetics_rgb_train_se320.txt'
val_root: /bpfs/v2_mnt/VIS/test/k400/kinetics_400_val_320_opencv
val_list: lists/k400/kinetics_rgb_val_se320.txt
label_list: 'lists/k400/kinetics_400_labels.csv'
input_size: 224
random_shift: True
output_path: exps
network:
arch: ViT-L/14 #ViT-B/32 ViT-B/16
init: True
tm: False
drop_out: 0.0
emb_dropout: 0.0
sim_header: Transf # Transf None
interaction: VCS # DP VCS
joint_st: False
drop: 0
fix_text: True
fix_video: False
solver:
type: cosine
epochs: 20
start_epoch: 0
epoch_offset: 0
optim: adamw
lr: 5.e-5
lr_warmup_step: 5
weight_decay: 0.2
loss_type: NCE
evaluate: False
clip_ratio: 0.1
grad_accumulation_steps: 1
logging:
print_freq: 10
eval_freq: 1