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下記のコマンドを実行し、トレーニングを行なった。
学習データセット:ドメイン3つ、学習データ2500ずつ、テストデータ300
!python main.py --mode train --num_domains 3 --w_hpf 0 \
--lambda_reg 1 --lambda_sty 1 --lambda_ds 2 --lambda_cyc 1 \
--train_img_dir data/afhq/train \
--val_img_dir data/afhq/val \
--batch_size 4 \
--total_iters 2000 \
--sample_every 500 \
--save_every 500 \
--eval_every 500
チェックポイントを保存する際、下記の出力があった。
オリジナルのデータセットを学習させたとき、Generating images and calculating LPIPS for wild2cat...
のようなわかりやすいものではなく、122.DS_Store, 187.DS_Store
などが出力されていた気がする
Preparing DataLoader for the evaluation phase...
Generating images and calculating LPIPS for wild2cat...
100% 10/10 [03:13<00:00, 19.39s/it]
Generating images and calculating LPIPS for 12218とか12221とか? #あれこれ名前おかしくないか?名前で精度が変わるとかがなければいいが。。。
Generating images and calculating LPIPS for day2even # 昼→夕方:良さそう
Generating images and calculating LPIPS for day2night # 昼→夜:良さそう
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