72 lines
1.5 KiB
YAML
72 lines
1.5 KiB
YAML
mode: 'train'
|
|
ARCHITECTURE:
|
|
name: 'ViT_base_patch32_384'
|
|
|
|
pretrained_model: ""
|
|
model_save_dir: "./output/"
|
|
classes_num: 1000
|
|
total_images: 1281167
|
|
save_interval: 1
|
|
validate: True
|
|
valid_interval: 1
|
|
epochs: 120
|
|
topk: 5
|
|
image_shape: [3, 384, 384]
|
|
|
|
use_mix: False
|
|
ls_epsilon: -1
|
|
|
|
LEARNING_RATE:
|
|
function: 'Cosine'
|
|
params:
|
|
lr: 0.005
|
|
|
|
OPTIMIZER:
|
|
function: 'Momentum'
|
|
params:
|
|
momentum: 0.9
|
|
regularizer:
|
|
function: 'L2'
|
|
factor: 0.000100
|
|
|
|
TRAIN:
|
|
batch_size: 48
|
|
num_workers: 4
|
|
file_list: "./dataset/ILSVRC2012/train_list.txt"
|
|
data_dir: "./dataset/ILSVRC2012/"
|
|
shuffle_seed: 0
|
|
transforms:
|
|
- DecodeImage:
|
|
to_rgb: True
|
|
channel_first: False
|
|
- RandCropImage:
|
|
size: 384
|
|
- RandFlipImage:
|
|
flip_code: 1
|
|
- NormalizeImage:
|
|
scale: 1./255.
|
|
mean: [0.5, 0.5, 0.5]
|
|
std: [0.5, 0.5, 0.5]
|
|
order: ''
|
|
- ToCHWImage:
|
|
|
|
VALID:
|
|
batch_size: 48
|
|
num_workers: 4
|
|
file_list: "./dataset/ILSVRC2012/val_list.txt"
|
|
data_dir: "./dataset/ILSVRC2012/"
|
|
shuffle_seed: 0
|
|
transforms:
|
|
- DecodeImage:
|
|
to_rgb: True
|
|
channel_first: False
|
|
- ResizeImage:
|
|
resize_short: 384
|
|
- CropImage:
|
|
size: 384
|
|
- NormalizeImage:
|
|
scale: 1.0/255.0
|
|
mean: [0.5, 0.5, 0.5]
|
|
std: [0.5, 0.5, 0.5]
|
|
order: ''
|
|
- ToCHWImage: |