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Illustrious-v2-256res-final-laplace-mu-5-b1-test-fp32/20250712110558/network_train/events.out.tfevents.1752311300.DESKTOP-7FMCOSS.51484.0

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Illustrious-v2-256res-final-laplace-mu-5-b1-test-fp32/Illustrious-v2-256res-final-laplace-mu-5-b1-test-fp32.toml

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+[[subsets]]
+caption_extension = ".txt"
+image_dir = "D:/datasets/reg2"
+name = "reg2"
+num_repeats = 1
+random_crop_padding_percent = 0.06
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "Y:/stable-diffusion/datasets/Artoria tiny"
+keep_tokens = 1
+name = "ishiri small"
+num_repeats = 1
+random_crop_padding_percent = 0.06
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "D:/datasets/reg"
+name = "reg"
+num_repeats = 1
+random_crop_padding_percent = 0.06
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "D:/datasets/mix"
+name = "mix"
+num_repeats = 1
+random_crop_padding_percent = 0.06
+
+[[subsets]]
+caption_extension = ".txt"
+image_dir = "D:/datasets/vpred conversion"
+name = "Vpred set"
+num_repeats = 1
+random_crop_padding_percent = 0.06
+
+[train_mode]
+train_mode = "lora"
+
+[general_args.args]
+persistent_data_loader_workers = true
+pretrained_model_name_or_path = "C:/Users/norwa/Downloads/illustriousXL20_v20.safetensors"
+debiased_estimation_loss = true
+gradient_checkpointing = true
+seed = 8602366.0
+max_data_loader_n_workers = 4
+max_token_length = 225
+prior_loss_weight = 1.0
+xformers = true
+cache_latents = true
+cache_latents_to_disk = true
+mixed_precision = "no"
+v_parameterization = true
+sdxl = true
+gradient_accumulation_steps = 4
+training_comment = "debiased estimation with sqrt(snr_t) / (snr_t+1) for vpred      fp32 run with some fp64 loss  added noise offset of 0.001      last testrun probably... if everything works out that is..."
+max_train_epochs = 22
+
+[general_args.dataset_args]
+resolution = 256
+batch_size = 64
+
+[network_args.args]
+network_dim = 64
+network_alpha = 128.0
+min_timestep = 0
+max_timestep = 1000
+network_train_unet_only = true
+cache_text_encoder_outputs = true
+cache_text_encoder_outputs_to_disk = true
+
+[optimizer_args.args]
+lr_scheduler = "constant_with_warmup"
+loss_type = "l2"
+learning_rate = 4e-5
+warmup_ratio = 0.02
+max_grad_norm = 0.1
+zero_terminal_snr = true
+optimizer_type = "AdamW"
+
+[saving_args.args]
+save_model_as = "safetensors"
+save_every_n_epochs = 1
+save_toml = true
+save_precision = "bf16"
+output_name = "Illustrious-v2-256res-final-laplace-mu-5-b1-test-fp32"
+output_dir = "Y:/stable-diffusion/lora/derrian_distro/models/Illustrious-v2-256res-final-laplace-mu-5-b1-test-fp32"
+save_toml_location = "Y:/stable-diffusion/lora/derrian_distro/models/Illustrious-v2-256res-final-laplace-mu-5-b1-test-fp32"
+
+[logging_args.args]
+log_prefix_mode = "disabled"
+run_name_mode = "default"
+log_with = "tensorboard"
+logging_dir = "Y:/stable-diffusion/lora/derrian_distro/models/Illustrious-v2-256res-final-laplace-mu-5-b1-test-fp32"
+
+[edm_loss_args.args]
+edm2_loss_weighting = false
+
+[extra_args.args]
+pin_data_loader_memory = "True"
+disable_cuda_reduced_precision_operations = "True"
+laplace_timestep_sampling_b = "1"
+laplace_timestep_sampling_mu = "-5"
+
+[bucket_args.dataset_args]
+enable_bucket = true
+bucket_reso_steps = 64
+max_bucket_reso = 320
+min_bucket_reso = 192
+
+[network_args.args.network_args]
+conv_dim = 64
+conv_alpha = 128.0
+algo = "locon"
+dora_wd = true
+train_norm = true
+
+[optimizer_args.args.optimizer_args]
+weight_decay = "0.042"
+betas = "0.9,0.99"