|
{ |
|
"max_failures": -1, |
|
"strategy": null, |
|
"gpu_workers": 8, |
|
"restore_path": null, |
|
"prefetch_factor": null, |
|
"matual_precision": "medium", |
|
"max_concurrency": 1500, |
|
"multipart_size": 8388608, |
|
"print_every": 100, |
|
"save_every": 100, |
|
"validation_every": null, |
|
"validation_every_log": 500, |
|
"visualization_every": 15000, |
|
"log_level": "info", |
|
"experiment_type": "max", |
|
"experiment_every": 5, |
|
"fast_dev_run": false, |
|
"limit_val_batches": 0.0, |
|
"ft_train_number": null, |
|
"ft_train_datasets": null, |
|
"val_cnt": null, |
|
"use_even_val": false, |
|
"use_ema": true, |
|
"ema_decay": 0.9999, |
|
"use_ema_weights": true, |
|
"use_compile": true, |
|
"batch_size": 8, |
|
"test_batch_size": 8, |
|
"num_workers": 23, |
|
"test_threshold": 0.05, |
|
"num_gpus": 8, |
|
"seed": 1, |
|
"epochs": 300, |
|
"optimizer": "Adam", |
|
"lr": 0.0001, |
|
"train_mode": "train", |
|
"use_local_storage": false, |
|
"auto_exp_name": null, |
|
"input_type": "Wavelet", |
|
"output_type": "Wavelet", |
|
"encoder_type": "General_Encoder_Down_2", |
|
"decoder_type": "General_Decoder_Up_2", |
|
"encoder_num_tran": 0, |
|
"decoder_num_tran": 0, |
|
"last_feature_transform": null, |
|
"reconstruct_loss_type": "mean", |
|
"quantizer_type": "original", |
|
"normalize_latent": null, |
|
"e_dim": 4, |
|
"n_e": 1024, |
|
"beta": 0.25, |
|
"sample_mode": "bilinear", |
|
"padding": 0.1, |
|
"gamma": 1, |
|
"grid_size": 12, |
|
"t_loss": 1.0, |
|
"num_latent_tokens": 256, |
|
"dataset_name": "all", |
|
"voxel_transform": null, |
|
"num_points": 2048, |
|
"num_sdf_points": 5000, |
|
"categories": null, |
|
"resolution": 256, |
|
"max_depth": 3, |
|
"max_training_level": 2, |
|
"point_num": 16384, |
|
"keep_level": 2, |
|
"data_keep_level": 2, |
|
"wavelet": "bior6.8", |
|
"padding_mode": "constant", |
|
"use_normalization": false, |
|
"use_shift_mean": false, |
|
"start_stage": 0, |
|
"use_adaptive_stage_update": false, |
|
"no_rebalance_loss": true, |
|
"use_compact_indices": true, |
|
"sample_threshold_ratio": 0.03125, |
|
"use_batched_threshold": true, |
|
"use_sample_training": true, |
|
"use_sample_threshold": true, |
|
"div_hyp": 1.0, |
|
"checkpoint": null, |
|
"use_timestamp": false, |
|
"num_iterations": 300000, |
|
"gpu": "0", |
|
"threshold": 0.45, |
|
"sampling_type": null, |
|
"auto_precision": "bf16", |
|
"gradient_clip_val": 1.0, |
|
"dropout": 0.0, |
|
"sdf_points": 20000, |
|
"sdf_sample_type": "mixture", |
|
"sdf_res": 256, |
|
"greater_or_no": true, |
|
"use_s3": true, |
|
"wavelet_transform": "all", |
|
"test_file_name": "model_performance.csv", |
|
"network_type": "latent_uvit", |
|
"diffusion_beta_schedule": "cosine", |
|
"diffusion_step": 1000, |
|
"diffusion_rescale_timestep": 100, |
|
"diffusion_scale_ratio": 1.0, |
|
"diffusion_model_var_type": "FIXED_SMALL", |
|
"diffusion_model_mean_type": "START_X", |
|
"diffusion_loss_type": "MSE", |
|
"diffusion_sampler": "second-order", |
|
"dit_block_type": "cross_dit", |
|
"att_patch_size": 1, |
|
"att_hidden_size": 1152, |
|
"transformer_num_blocks": 32, |
|
"transformer_num_heads": 16, |
|
"transformer_add_num_register": 0, |
|
"unet_model_channels": 128, |
|
"unet_num_res_blocks": [ |
|
3 |
|
], |
|
"learnable_skip_r": null, |
|
"add_condition_res_ch": 128, |
|
"with_fix_pos": true, |
|
"cond_num_mapping_layers": 0, |
|
"add_condition_time_ch": true, |
|
"add_condition_input_ch": null, |
|
"use_pointcloud_conditions": false, |
|
"pc_encoder_type": "PointNet_Simple", |
|
"use_pointvoxel_encoder": false, |
|
"num_pc_points": 2500, |
|
"use_pc_samples": false, |
|
"sample_num": 2500, |
|
"pc_dims": 1024, |
|
"num_inds": 1024, |
|
"pc_output_dim": 1024, |
|
"use_voxel_conditions": false, |
|
"voxel_context_dim": 1024, |
|
"voxel_dim": 8, |
|
"voxel_resolution": 16, |
|
"use_image_conditions": true, |
|
"use_camera_index": false, |
|
"render_resolution": 384, |
|
"max_images_num": 55, |
|
"image_transform": "sketch_dino", |
|
"clip_model_type": "dino-l-14_reg", |
|
"input_view_cnt": 4, |
|
"use_multiple_views_grids": false, |
|
"training_views": null, |
|
"testing_views": null, |
|
"use_depth_conditions": false, |
|
"use_wavelet_conditions": false, |
|
"dp_cond": 0.05, |
|
"scale": 3, |
|
"guidance_type": null, |
|
"dp_cond_type": null, |
|
"use_autoencoder": false, |
|
"checkpoint_type": "last_ft_10000", |
|
"pre_quant": true, |
|
"latent_normalization": false, |
|
"use_autoencoder_ema": false, |
|
"filter_path": "filter_list_balanced", |
|
"finetune": false, |
|
"finetune_dp_cond": null, |
|
"finetune_dp_cond_type": null, |
|
"test_log_num": null, |
|
"precision": "bf16", |
|
"gradient_clip_val_2": 1.0, |
|
"wavelet_transform_2": null, |
|
"weight_decay": 0.0, |
|
"opt_eps": 1e-08, |
|
"latent_lr": 0.0001, |
|
"pin_memory": false, |
|
"n_px": 224, |
|
"cond_emb_dim": 1024, |
|
"cond_grid_size": 256, |
|
"cond_grid_emb_size": 1024, |
|
"condition_dim": 1024, |
|
"num_cond_vectors": 256 |
|
} |