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graphs/vpred_test_lora_full_20250429122444/network_train/events.out.tfevents.1745919975.train.2832.0

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vpred_test_lora_full-step00003500.safetensors

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vpred_test_lora_full.safetensors

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vpred_test_lora_full.toml

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+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/10_Ogipote_close-up_shinobu"
+keep_tokens = 5
+name = "10_Ogipote_close-up_shinobu"
+num_repeats = 10
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/10_Watanabe_bamboo"
+keep_tokens = 5
+name = "10_Watanabe_bamboo"
+num_repeats = 10
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/10_Watanabe_close_up"
+keep_tokens = 5
+name = "10_Watanabe_close_up"
+num_repeats = 10
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/12_Ogipote_line_drop_scenery"
+keep_tokens = 5
+name = "12_Ogipote_line_drop_scenery"
+num_repeats = 12
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/15_bunoshii_shinobu_best"
+keep_tokens = 5
+name = "15_bunoshii_shinobu_best"
+num_repeats = 15
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/15_Ogipote_close-up"
+keep_tokens = 5
+name = "15_Ogipote_close-up"
+num_repeats = 15
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/15_Watanabe_school_desk_balancing_not_watanabe"
+keep_tokens = 5
+name = "15_Watanabe_school_desk_balancing_not_watanabe"
+num_repeats = 15
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/15_Watanabe_school_desk_pile"
+keep_tokens = 5
+name = "15_Watanabe_school_desk_pile"
+num_repeats = 15
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/15_Watanabe_school_desk_pile_not_watanabe"
+keep_tokens = 5
+name = "15_Watanabe_school_desk_pile_not_watanabe"
+num_repeats = 15
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/15_Watanabe_tongue"
+keep_tokens = 5
+name = "15_Watanabe_tongue"
+num_repeats = 15
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/1_Watanabe_anothers"
+keep_tokens = 5
+name = "1_Watanabe_anothers"
+num_repeats = 1
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/1_Watanabe_grisaia"
+keep_tokens = 5
+name = "1_Watanabe_grisaia"
+num_repeats = 1
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/1_watanabe_monogatari"
+keep_tokens = 5
+name = "1_watanabe_monogatari"
+num_repeats = 1
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/1_Watanabe_retro_artstyle"
+keep_tokens = 5
+name = "1_Watanabe_retro_artstyle"
+num_repeats = 1
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/1_Watanabe_scan"
+keep_tokens = 5
+name = "1_Watanabe_scan"
+num_repeats = 1
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/1_Watanabe_selective_colorization_not_watanabe"
+keep_tokens = 5
+name = "1_Watanabe_selective_colorization_not_watanabe"
+num_repeats = 1
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/20_bunoshii_shinobu_close_up"
+keep_tokens = 5
+name = "20_bunoshii_shinobu_close_up"
+num_repeats = 20
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/20_Ogipote_bokeh_line_drop"
+keep_tokens = 5
+name = "20_Ogipote_bokeh_line_drop"
+num_repeats = 20
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/20_Ogipote_simple_bokeh"
+keep_tokens = 5
+name = "20_Ogipote_simple_bokeh"
+num_repeats = 20
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/20_Watanabe_industrial"
+keep_tokens = 5
+name = "20_Watanabe_industrial"
+num_repeats = 20
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/20_Watanabe_scaffolding"
+keep_tokens = 5
+name = "20_Watanabe_scaffolding"
+num_repeats = 20
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/25_Ogipote_eye_focus"
+keep_tokens = 5
+name = "25_Ogipote_eye_focus"
+num_repeats = 25
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/25_watanabe_sky"
+keep_tokens = 5
+name = "25_watanabe_sky"
+num_repeats = 25
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/2_Ogipote_not_shinobu_tags"
+keep_tokens = 5
+name = "2_Ogipote_not_shinobu_tags"
+num_repeats = 2
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/2_Watanabe_kizumonogatari"
+keep_tokens = 5
+name = "2_Watanabe_kizumonogatari"
+num_repeats = 2
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/2_watanabe_monogatari_better"
+keep_tokens = 5
+name = "2_watanabe_monogatari_better"
+num_repeats = 2
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/2_Watanabe_shinobu_kizu_small"
+keep_tokens = 5
+name = "2_Watanabe_shinobu_kizu_small"
+num_repeats = 2
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/2_Watanabe_white_obj_screencap"
+keep_tokens = 5
+name = "2_Watanabe_white_obj_screencap"
+num_repeats = 2
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/30_bunoshii_chair"
+keep_tokens = 5
+name = "30_bunoshii_chair"
+num_repeats = 30
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/30_Watanabe_backl"
+keep_tokens = 5
+name = "30_Watanabe_backl"
+num_repeats = 30
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/35_Ogipote_close-up_one_eye"
+keep_tokens = 5
+name = "35_Ogipote_close-up_one_eye"
+num_repeats = 35
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/3_bunoshii"
+keep_tokens = 5
+name = "3_bunoshii"
+num_repeats = 3
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/3_bunoshii_naoetsu_uniform"
+keep_tokens = 5
+name = "3_bunoshii_naoetsu_uniform"
+num_repeats = 3
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/3_bunoshii_other_complete"
+keep_tokens = 5
+name = "3_bunoshii_other_complete"
+num_repeats = 3
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/3_bunoshii_shinobus_dress"
+keep_tokens = 5
+name = "3_bunoshii_shinobus_dress"
+num_repeats = 3
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/3_watanabe_apartments"
+keep_tokens = 5
+name = "3_watanabe_apartments"
+num_repeats = 15
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/40_bunoshii_eye_focus"
+keep_tokens = 5
+name = "40_bunoshii_eye_focus"
+num_repeats = 40
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/40_Watanabe_shaft_tilt"
+keep_tokens = 5
+name = "40_Watanabe_shaft_tilt"
+num_repeats = 40
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/40_Watanabe_sjh_pose"
+keep_tokens = 5
+name = "40_Watanabe_sjh_pose"
+num_repeats = 40
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/4_Ogipote_line_drops"
+keep_tokens = 5
+name = "4_Ogipote_line_drops"
+num_repeats = 4
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/4_Watanabe_monochrome_style"
+keep_tokens = 5
+name = "4_Watanabe_monochrome_style"
+num_repeats = 4
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/4_Watanabe_shinobus_dress"
+keep_tokens = 5
+name = "4_Watanabe_shinobus_dress"
+num_repeats = 4
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/4_Watanabe_shinobus_pink"
+keep_tokens = 5
+name = "4_Watanabe_shinobus_pink"
+num_repeats = 4
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/4_Watanabe_shinobu_complete"
+keep_tokens = 5
+name = "4_Watanabe_shinobu_complete"
+num_repeats = 4
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/5_Watanabe_close-up_anothers"
+keep_tokens = 5
+name = "5_Watanabe_close-up_anothers"
+num_repeats = 5
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/5_Watanabe_foreground"
+keep_tokens = 5
+name = "5_Watanabe_foreground"
+num_repeats = 5
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/5_Watanabe_shade"
+keep_tokens = 5
+name = "5_Watanabe_shade"
+num_repeats = 5
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/5_Watanabe_shade_screencap"
+keep_tokens = 5
+name = "5_Watanabe_shade_screencap"
+num_repeats = 5
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/5_Watanabe_white_obj"
+keep_tokens = 5
+name = "5_Watanabe_white_obj"
+num_repeats = 5
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/6_Ogipote_foreground_line_drops"
+keep_tokens = 5
+name = "6_Ogipote_foreground_line_drops"
+num_repeats = 6
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/6_Ogipote_shinobus_dress"
+keep_tokens = 5
+name = "6_Ogipote_shinobus_dress"
+num_repeats = 6
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/6_Ogipote_shinobu_short_hair"
+keep_tokens = 5
+name = "6_Ogipote_shinobu_short_hair"
+num_repeats = 6
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/6_Ogipote_shinobu_tags"
+keep_tokens = 5
+name = "6_Ogipote_shinobu_tags"
+num_repeats = 6
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/6_Ogipote_simple_blurry_foreground"
+keep_tokens = 5
+name = "6_Ogipote_simple_blurry_foreground"
+num_repeats = 6
+shuffle_caption = true
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "C:/full_dataset/7_Watanabe_eye_focus"
+keep_tokens = 5
+name = "7_Watanabe_eye_focus"
+num_repeats = 7
+shuffle_caption = true
+
+[train_mode]
+train_mode = "lora"
+
+[general_args.args]
+persistent_data_loader_workers = true
+mixed_precision = "bf16"
+gradient_checkpointing = true
+gradient_accumulation_steps = 2
+seed = 23
+max_data_loader_n_workers = 1
+max_token_length = 225
+prior_loss_weight = 1.0
+xformers = true
+cache_latents = true
+cache_latents_to_disk = true
+sdxl = true
+v_parameterization = true
+pretrained_model_name_or_path = "C:/Users/Admin/Downloads/Watanabe_exper_4_consept_more.safetensors"
+max_train_epochs = 5
+
+[general_args.dataset_args]
+resolution = 1024
+batch_size = 12
+
+[network_args.args]
+network_dim = 32
+network_alpha = 32.0
+min_timestep = 0
+max_timestep = 1000
+
+[optimizer_args.args]
+optimizer_type = "ProdigyPlusScheduleFree"
+lr_scheduler = "constant"
+loss_type = "smooth_l1"
+huber_c = 0.1
+huber_schedule = "snr"
+learning_rate = 1.0
+unet_lr = 1.0
+text_encoder_lr = 1.0
+max_grad_norm = 0.1
+zero_terminal_snr = true
+
+[saving_args.args]
+save_precision = "bf16"
+save_model_as = "safetensors"
+save_every_n_steps = 500
+save_toml = true
+output_dir = "C:/Users/Admin/Downloads/output_model"
+output_name = "vpred_test_lora_full"
+save_toml_location = "C:/Users/Admin/Downloads/output_model"
+
+[logging_args.args]
+run_name_mode = "default"
+log_with = "tensorboard"
+logging_dir = "C:/Users/Admin/Downloads/output_model/graphs"
+log_prefix_mode = "output_name"
+
+[edm_loss_args.args]
+edm2_loss_weighting = true
+edm2_loss_weighting_optimizer = "LoraEasyCustomOptimizer.fmarscrop.FMARSCropV2ExMachina"
+edm2_loss_weighting_optimizer_lr = "5e-3"
+edm2_loss_weighting_optimizer_args = "{'update_strategy':'cautious', 'gamma':0.0, 'betas':(0.99,0.9999,0.999), 'adaptive_clip':0}"
+edm2_loss_weighting_max_grad_norm = "0"
+edm2_loss_weighting_initial_weights = ""
+edm2_loss_weighting_num_channels = 448
+edm2_loss_weighting_generate_graph = true
+edm2_loss_weighting_generate_graph_every_x_steps = 10
+edm2_loss_weighting_generate_graph_y_limit = 5
+edm2_loss_weighting_generate_graph_output_dir = "C:/Users/Admin/Downloads/output_model"
+
+[extra_args.args]
+validation_seed = "1337"
+validation_every_n_step = "10"
+max_validation_steps = "40"
+validation_timesteps = "[50, 200, 400, 600, 800, 950]"
+
+[bucket_args.dataset_args]
+enable_bucket = true
+bucket_no_upscale = true
+min_bucket_reso = 512
+max_bucket_reso = 2048
+bucket_reso_steps = 64
+
+[network_args.args.network_args]
+conv_dim = 32
+conv_alpha = 32.0
+algo = "full"
+train_norm = true
+dropout = 0.25
+
+[optimizer_args.args.optimizer_args]
+betas = "0.9,0.1"