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train_flist: '/home/wmlce/places365_standard/places2_all/train_list.txt' |
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val_flist: '/home/wmlce/places365_standard/places2_all/test_sub_list.txt' |
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test_path: '/home/wmlce/places365_standard/val_512img_for_eval' |
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train_mask_flist: [ '/home/wmlce/irregular_mask/irregular_lama_mask_list.txt', |
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'/home/wmlce/coco_mask/coco_mask_list.txt' ] |
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test_mask_flist: '/home/wmlce/Image-Transformer-Inpainting/data/indoor/test_mask' |
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batch_size: 12 |
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num_workers: 12 |
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sample_size: 12 |
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fp16: false |
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data_class: 'base.dataset.DynamicDataset_gradient_line' |
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dataset: |
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rect_mask_rate: 0.0 |
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train_line_path: "places2_train_wireframes" |
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eval_line_path: "places2_val_wireframes" |
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round: 64 |
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str_size: 256 |
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input_size: 512 |
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structure_upsample_class: 'networks.upsample.StructureUpsampling4' |
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edgeline_tsr_class: 'networks.tsr.EdgeLineGPT256RelBCE_edge_pred_infer' |
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grad_tsr_class: 'networks.tsr.GradientGPT256RelBCE' |
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PLTrainer: 'trainers.pl_trainers.FinetunePLTrainer_nms_threshold' |
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g_class: 'networks.generators.FTRModel' |
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g_args: |
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use_gradient: False |
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use_GFBlock: False |
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activation: 'swish' |
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use_VAN_between_FFC: False |
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van_kernel_size: 21 |
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van_dilation: 3 |
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prior_ch: 3 |
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rezero_for_mpe: True |
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rel_pos_num: 128 |
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|
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d_class: 'networks.discriminators.NLayerDiscriminator' |
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d_args: |
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input_nc: 3 |
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|
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resume_structure_upsample: '/home/wmlce/dql_inpainting/CNN_final/ckpt/StructureUpsampling_V5_last.pth' |
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resume_edgeline_tsr: '/home/wmlce/dql_inpainting/Transformer_final_places2/ckpt/places2_line_cats_edge_pred_infer/best.pth' |
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resume_grad_tsr: '/home/wmlce/dql_inpainting/Transformer_final_places2/ckpt/places2_gradient/best.pth' |
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resume_ftr: '/home/wmlce/dongqiaole/dql_inpainting/TPAMI2022-final/ckpts/Places2_lightning_converted_weights/converted_from_pl_800k_3sfe.pth' |
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trainer: |
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fix_256: False |
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Turning_Point: 10000 |
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total_step: 150000 |
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sample_period: 1000 |
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eval_period: 2000 |
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save_period: 1000 |
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logging_every: 50 |
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ema_beta: 0.995 |
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sample_with_center_mask: false |
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|
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l1: |
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use_l1: true |
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weight_missing: 0 |
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weight_known: 10.0 |
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adversarial: |
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weight: 10.0 |
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gp_coef: 0.001 |
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mask_as_fake_target: true |
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allow_scale_mask: true |
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extra_mask_weight_for_gen: 0.0 |
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use_unmasked_for_gen: true |
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use_unmasked_for_discr: true |
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mask_scale_mode: 'maxpool' |
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perceptual: |
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weight: 0 |
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resnet_pl: |
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weight: 30.0 |
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weights_path: '/home/wmlce/dql_inpainting' |
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feature_matching: |
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weight: 100.0 |
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optimizer: |
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warmup_steps: 0 |
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decay_steps: [50000, 100000] |
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decay_rate: 0.5 |
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g_opt: |
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lr: 3.0e-4 |
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beta1: 0 |
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beta2: 0.99 |
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d_opt: |
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lr: 1.0e-4 |
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beta1: 0 |
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beta2: 0.99 |
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|
