| run_title: '' | |
| training_model: | |
| kind: default | |
| visualize_each_iters: 1000 | |
| concat_mask: true | |
| store_discr_outputs_for_vis: true | |
| losses: | |
| l1: | |
| weight_missing: 0 | |
| weight_known: 10 | |
| perceptual: | |
| weight: 0 | |
| adversarial: | |
| kind: r1 | |
| weight: 10 | |
| gp_coef: 0.001 | |
| mask_as_fake_target: true | |
| allow_scale_mask: true | |
| feature_matching: | |
| weight: 100 | |
| resnet_pl: | |
| weight: 30 | |
| weights_path: ${env:TORCH_HOME} | |
| optimizers: | |
| generator: | |
| kind: adam | |
| lr: 0.001 | |
| discriminator: | |
| kind: adam | |
| lr: 0.0001 | |
| visualizer: | |
| key_order: | |
| - image | |
| - predicted_image | |
| - discr_output_fake | |
| - discr_output_real | |
| - inpainted | |
| rescale_keys: | |
| - discr_output_fake | |
| - discr_output_real | |
| kind: directory | |
| outdir: ./visualizer-output/lama-fourier/samples | |
| generator: | |
| kind: ffc_resnet | |
| input_nc: 4 | |
| output_nc: 3 | |
| ngf: 64 | |
| n_downsampling: 3 | |
| n_blocks: 9 | |
| add_out_act: sigmoid | |
| init_conv_kwargs: | |
| ratio_gin: 0 | |
| ratio_gout: 0 | |
| enable_lfu: false | |
| downsample_conv_kwargs: | |
| ratio_gin: ${generator.init_conv_kwargs.ratio_gout} | |
| ratio_gout: ${generator.downsample_conv_kwargs.ratio_gin} | |
| enable_lfu: false | |
| resnet_conv_kwargs: | |
| ratio_gin: 0.75 | |
| ratio_gout: ${generator.resnet_conv_kwargs.ratio_gin} | |
| enable_lfu: false | |
| discriminator: | |
| kind: pix2pixhd_nlayer | |
| input_nc: 3 | |
| ndf: 64 | |
| n_layers: 4 | |
| defaults: | |
| - location: docker | |
| - data: abl-04-256-mh-dist | |
| - evaluator: default_inpainted | |
| - trainer: any_gpu_large_ssim_ddp_final | |
| - hydra: overrides |