File size: 992 Bytes
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out_root: artefacts
name: null
seed: 42
device: auto
num_workers: 0
early_stopping_patience: 5
metric_for_best: ap
data:
source: local
local:
root: dataset
splits:
train: train
val: val
test: test
classes:
negative: non_illustration
positive: illustration
hf:
dataset: null
image_column: image
label_column: label
splits:
train: train
val: validation
test: test
label_names:
- '0'
- '1'
model:
backend: transformers
name: apple/mobilevitv2-1.0-imagenet1k-256
pretrained: true
freeze_backbone: false
preprocess:
processor_use_fast: false
mode: auto
img_size: 288
mean:
- 0.485
- 0.456
- 0.406
std:
- 0.229
- 0.224
- 0.225
augment:
enabled: true
hflip: true
rotation_deg: 5
jitter:
brightness: 0.12
contrast: 0.12
saturation: 0.08
hue: 0.02
train:
epochs: 30
batch_size: 32
lr: 5e-5
export:
opset: 18
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