[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/10_Ogipote_close-up_shinobu"
keep_tokens = 5
name = "10"
num_repeats = 10
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/10_Watanabe_bamboo"
keep_tokens = 5
name = "10_1745945747727351900"
num_repeats = 10
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/10_Watanabe_close_up"
keep_tokens = 5
name = "10_1745945747738130000"
num_repeats = 10
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/12_Ogipote_line_drop_scenery"
keep_tokens = 5
name = "12"
num_repeats = 12
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/15_bunoshii_shinobu_best"
keep_tokens = 5
name = "15"
num_repeats = 15
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/15_Ogipote_close-up"
keep_tokens = 5
name = "15_1745945747770446000"
num_repeats = 15
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/15_Watanabe_school_desk_balancing_not_watanabe"
keep_tokens = 5
name = "15_1745945747781215500"
num_repeats = 15
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/15_Watanabe_school_desk_pile_not_watanabe"
keep_tokens = 5
name = "15_1745945747791987100"
num_repeats = 15
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/15_Watanabe_tongue"
keep_tokens = 5
name = "15_1745945747802757400"
num_repeats = 15
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/1_Watanabe_anothers"
keep_tokens = 5
name = "1"
num_repeats = 1
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/1_Watanabe_grisaia"
keep_tokens = 5
name = "1_1745945747824308600"
num_repeats = 1
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/1_watanabe_monogatari"
keep_tokens = 5
name = "1_1745945747835080400"
num_repeats = 1
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/1_Watanabe_retro_artstyle"
keep_tokens = 5
name = "1_1745945747845847800"
num_repeats = 1
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/1_Watanabe_scan"
keep_tokens = 5
name = "1_1745945747856623900"
num_repeats = 1
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/1_Watanabe_selective_colorization_not_watanabe"
keep_tokens = 5
name = "1_1745945747867400700"
num_repeats = 1
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/20_bunoshii_shinobu_close_up"
keep_tokens = 5
name = "20"
num_repeats = 20
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/20_Ogipote_bokeh_line_drop"
keep_tokens = 5
name = "20_1745945747883584500"
num_repeats = 20
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/20_Ogipote_simple_bokeh"
keep_tokens = 5
name = "20_1745945747894406700"
num_repeats = 20
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/20_Watanabe_industrial"
keep_tokens = 5
name = "20_1745945747905181800"
num_repeats = 20
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/20_Watanabe_scaffolding"
keep_tokens = 5
name = "20_1745945747915952900"
num_repeats = 20
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/25_Ogipote_eye_focus"
keep_tokens = 5
name = "25"
num_repeats = 25
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/25_watanabe_sky"
keep_tokens = 5
name = "25_1745945747942942300"
num_repeats = 25
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/2_Ogipote_not_shinobu_tags"
keep_tokens = 5
name = "2"
num_repeats = 2
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/2_Watanabe_kizumonogatari"
keep_tokens = 5
name = "2_1745945747964538700"
num_repeats = 2
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/2_watanabe_monogatari_better"
keep_tokens = 5
name = "2_1745945747971871000"
num_repeats = 2
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/2_Watanabe_shinobu_kizu_small"
keep_tokens = 5
name = "2_1745945747976327800"
num_repeats = 2
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/2_Watanabe_white_obj_screencap"
keep_tokens = 5
name = "2_1745945747987149100"
num_repeats = 2
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/30_bunoshii_chair"
keep_tokens = 5
name = "30"
num_repeats = 30
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/30_Watanabe_backl"
keep_tokens = 5
name = "30_1745945748009713100"
num_repeats = 30
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/35_Ogipote_close-up_one_eye"
keep_tokens = 5
name = "35"
num_repeats = 35
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/3_bunoshii"
keep_tokens = 5
name = "3"
num_repeats = 3
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/3_bunoshii_naoetsu_uniform"
keep_tokens = 5
name = "3_1745945748047666700"
num_repeats = 3
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/3_bunoshii_other_complete"
keep_tokens = 5
name = "3_1745945748058435500"
num_repeats = 3
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/3_bunoshii_shinobus_dress"
keep_tokens = 5
name = "3_1745945748065774200"
num_repeats = 3
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/3_watanabe_apartments"
keep_tokens = 5
name = "3_1745945748070233700"
num_repeats = 15
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/40_bunoshii_eye_focus"
keep_tokens = 5
name = "40"
num_repeats = 40
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/40_Watanabe_sjh_pose"
keep_tokens = 5
name = "40_1745945748134915900"
num_repeats = 40
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/4_Ogipote_line_drops"
keep_tokens = 5
name = "4"
num_repeats = 4
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/4_Watanabe_monochrome_style"
keep_tokens = 5
name = "4_1745945748161906000"
num_repeats = 4
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/4_Watanabe_shinobus_dress"
keep_tokens = 5
name = "4_1745945748172733300"
num_repeats = 4
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/4_Watanabe_shinobus_pink"
keep_tokens = 5
name = "4_1745945748190833300"
num_repeats = 4
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/4_Watanabe_shinobu_complete"
keep_tokens = 5
name = "4_1745945748195291800"
num_repeats = 4
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/5_Watanabe_close-up_anothers"
keep_tokens = 5
name = "5"
num_repeats = 5
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/5_Watanabe_foreground"
keep_tokens = 5
name = "5_1745945748216884700"
num_repeats = 5
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/5_Watanabe_shade"
keep_tokens = 5
name = "5_1745945748227655700"
num_repeats = 5
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/5_Watanabe_shade_screencap"
keep_tokens = 5
name = "5_1745945748238430700"
num_repeats = 5
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/5_Watanabe_white_obj"
keep_tokens = 5
name = "5_1745945748253607900"
num_repeats = 5
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/6_Ogipote_foreground_line_drops"
keep_tokens = 5
name = "6"
num_repeats = 6
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/6_Ogipote_shinobus_dress"
keep_tokens = 5
name = "6_1745945748271816700"
num_repeats = 6
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/6_Ogipote_shinobu_short_hair"
keep_tokens = 5
name = "6_1745945748282590200"
num_repeats = 6
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/6_Ogipote_shinobu_tags"
keep_tokens = 5
name = "6_1745945748293362200"
num_repeats = 6
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/6_Ogipote_simple_blurry_foreground"
keep_tokens = 5
name = "6_1745945748304134300"
num_repeats = 6
random_crop_padding_percent = 0.05
shuffle_caption = true

[[subsets]]
caption_extension = ".txt"
image_dir = "C:/full_dataset/7_Watanabe_eye_focus"
keep_tokens = 5
name = "7"
num_repeats = 7
random_crop_padding_percent = 0.05
shuffle_caption = true

[train_mode]
train_mode = "lora"

[general_args.args]
persistent_data_loader_workers = true
pretrained_model_name_or_path = "C:/Users/Admin/Downloads/Watanabe_exper_4_consept_more.safetensors"
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
max_train_epochs = 5
cache_latents = true
cache_latents_to_disk = true
sdxl = true
v_parameterization = true

[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]
output_name = "vpred_test_lora_full"
save_precision = "bf16"
save_model_as = "safetensors"
save_every_n_steps = 500
save_toml = true
save_toml_location = "C:/Users/Admin/Downloads/output_model"
output_dir = "C:/Users/Admin/Downloads/output_adamw"

[logging_args.args]
logging_dir = "C:/Users/Admin/Downloads/output_model/graphs"
log_prefix_mode = "output_name"
run_name_mode = "default"
log_with = "tensorboard"

[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_generate_graph = true
edm2_loss_weighting_generate_graph_every_x_steps = 10
edm2_loss_weighting_generate_graph_y_limit = 5
edm2_loss_weighting_initial_weights = ""
edm2_loss_weighting_num_channels = 448
edm2_loss_weighting_generate_graph_output_dir = "C:/Users/Admin/Downloads/output_adamw"

[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