{ "models": { "denoiser": { "name": "InterleavedFlowTransformer", "args": { "resolution": 64, "in_channels": 64, "out_channels": 32, "model_channels": 1536, "cond_channels": 0, "num_blocks": 60, "v11_init_policy": "odd_copy_even_identity", "base_block_policy": "alternating_u_x", "num_heads": 12, "mlp_ratio": 5.3334, "rope_freq": [ 1, 10000 ], "dtype": "float32", "use_checkpoint": true, "checkpoint_group_size": 2, "share_mod": true, "qk_rms_norm": true, "partial_mean": [ 3.611770664232335, 1.9163118034138746, 1.952608078723815, 0.2910785085662031, 0.050816326157399436, -0.5254554342843234, 0.30951655881595963, -0.8197975459866622, 0.38620928427331275, -0.4964843134411725, -0.6825266282042826, 1.3085809901770953, -1.0911941103735894, 0.44349868701875067, -1.1721900675779473, 1.1157969135230572, -1.135226667830614, 2.234862037712815, 0.28582271446763646, 2.640323985270555, 0.15107635964282012, 2.165778925496729, -1.7239707588343525, -1.4536538929673588, 0.9615435201854913, 0.9627418033316325, 0.17127697540739928, -0.044568065854129285, 2.4527678131314383, 0.23741388043728626, -0.7125081495349594, -0.8392259054313957 ], "partial_std": [ 2.281878097994697, 2.2069980905383275, 2.301781262493739, 2.2781209635645494, 2.8149015793750904, 1.803326133427939, 1.7410887436600158, 2.523892276683066, 2.7172925946489106, 2.1446440936869227, 1.7059470326455453, 2.70657116251002, 2.386575929607397, 1.9716654166648369, 2.8987434709120956, 2.412686860777434, 1.9001049086001556, 2.8054303614532863, 2.938243007849802, 1.853011888157837, 2.35922996737155, 2.4103167387725697, 3.0474224154374827, 2.386036377355109, 2.2699966056199004, 2.060129709179025, 2.127143704781528, 1.988618505693798, 2.562611683572114, 1.87036480863336, 2.5588610248943686, 2.4600089118392092 ], "pbr_mean": [ 3.501659, 2.212398, 2.226094, 0.251093, -0.026248, -0.687364, 0.439898, -0.928075, 0.029398, -0.339596, -0.869527, 1.038479, -0.972385, 0.126042, -1.129303, 0.455149, -1.209521, 2.069067, 0.544735, 2.569128, -0.323407, 2.293, -1.925608, -1.217717, 1.213905, 0.971588, -0.023631, 0.10675, 2.021786, 0.250524, -0.662387, -0.768862 ], "pbr_std": [ 2.665652, 2.743913, 2.765121, 2.595319, 3.037293, 2.291316, 2.144656, 2.911822, 2.969419, 2.501689, 2.154811, 3.163343, 2.621215, 2.381943, 3.186697, 3.021588, 2.295916, 3.234985, 3.233086, 2.26014, 2.874801, 2.810596, 3.29272, 2.674999, 2.680878, 2.372054, 2.451546, 2.353556, 2.995195, 2.379849, 2.786195, 2.77519 ], "direct_modulation_broadcast": true, "safe_empty_cache": true, "refinement_indices": [] } } }, "dataset": { "name": "NativeObservationDataset", "args": { "resolution": 1024, "image_size": 1024, "min_aesthetic_score": 4.5, "max_tokens": 32768, "full_pbr": false, "bridge_z_obs": true, "z_obs_dir_key": "z_obs_partial", "bridge_z_obs_args": { "partial_support_mode": "partial_messages", "partial_z_obs_allowed_extra_keys": [ "camera_cosine", "overlap_rows", "partner_support_dilated_hit", "partner_support_exact_hit", "partner_view", "primary_observed_rows", "primary_view", "secondary_added_rows", "secondary_observed_rows", "union_observed_rows" ] }, "pbr_slat_normalization": { "mean": [ 3.501659, 2.212398, 2.226094, 0.251093, -0.026248, -0.687364, 0.439898, -0.928075, 0.029398, -0.339596, -0.869527, 1.038479, -0.972385, 0.126042, -1.129303, 0.455149, -1.209521, 2.069067, 0.544735, 2.569128, -0.323407, 2.293, -1.925608, -1.217717, 1.213905, 0.971588, -0.023631, 0.10675, 2.021786, 0.250524, -0.662387, -0.768862 ], "std": [ 2.665652, 2.743913, 2.765121, 2.595319, 3.037293, 2.291316, 2.144656, 2.911822, 2.969419, 2.501689, 2.154811, 3.163343, 2.621215, 2.381943, 3.186697, 3.021588, 2.295916, 3.234985, 3.233086, 2.26014, 2.874801, 2.810596, 3.29272, 2.674999, 2.680878, 2.372054, 2.451546, 2.353556, 2.995195, 2.379849, 2.786195, 2.77519 ] }, "shape_slat_normalization": { "mean": [ 0.781296, 0.018091, -0.495192, -0.558457, 1.06053, 0.093252, 1.518149, -0.933218, -0.732996, 2.604095, -0.118341, -2.143904, 0.495076, -2.179512, -2.130751, -0.996944, 0.261421, -2.217463, 1.260067, -0.150213, 3.790713, 1.481266, -1.046058, -1.523667, -0.059621, 2.22078, 1.621212, 0.87723, 0.567247, -3.175944, -3.186688, 1.578665 ], "std": [ 5.972266, 4.706852, 5.44501, 5.209927, 5.32022, 4.547237, 5.020802, 5.444004, 5.226681, 5.683095, 4.831436, 5.286469, 5.652043, 5.367606, 5.525084, 4.730578, 4.805265, 5.124013, 5.530808, 5.619001, 5.10393, 5.41767, 5.269677, 5.547194, 5.634698, 5.235274, 6.110351, 5.511298, 6.237273, 4.879207, 5.347008, 5.405691 ] }, "attrs": [ "base_color", "metallic", "roughness", "alpha" ], "skip_aesthetic_score_datasets": [ "texverse", "4d_dress", "human4dit", "thuman2.1", "xhumans", "ObjaverseXL_sketchfab_curated_aug_ge6_sft", "TexVerse_curated_aug_ge6_sft" ], "num_views": 16 } }, "trainer": { "name": "ObservationGuidedCompletionTrainer", "args": { "max_steps": 30000, "batch_size_per_gpu": 9, "batch_split": 9, "snapshot_batch_size": 1, "snapshot_num_samples": 1, "num_workers": 32, "optimizer": { "name": "AdamW", "args": { "lr": 0.0001, "weight_decay": 0.01, "betas": [ 0.9, 0.95 ], "eps": 1e-08 } }, "lr_scheduler": { "name": "ContinuationCosineLRScheduler", "args": { "source_step": 15000, "source_lr": 2.3369604652746925e-05, "total_steps": 30000, "min_lr": 1e-05, "rewarm_steps": 0, "rewarm_lr": 4e-05 } }, "ema_rate": [ 0.9999 ], "mix_precision_mode": "amp", "mix_precision_dtype": "bfloat16", "elastic": null, "grad_clip": { "name": "AdaptiveGradClipper", "args": { "max_norm": 1, "clip_percentile": 95 } }, "partial_zobs_p_drop": 0.03, "i_print": 5, "i_log": 5, "i_sample": -1, "i_save": 200, "t_schedule": { "name": "logitNormal", "args": { "mean": 1.0, "std": 1.0 } }, "sigma_min": 1e-05, "resume_plan": { "schema": "supratex.sampler_resume.v1", "sampler_kind": "balanced", "expected_step": 17000, "expected_dataset_size": 571051, "source_topology": { "world_size": 96, "batch_size_per_gpu": 6, "prefetch_batches": 1 }, "target_topology": { "world_size": 64, "batch_size_per_gpu": 9 }, "expected_source_state": { "epoch": 17, "idx": 924 }, "expected_target_state": { "epoch": 17, "idx": 1377 }, "conversion_report": { "source_epoch": 17, "source_idx": 924, "source_prefetch_batches": 1, "prefetched_samples_per_rank": 6, "discarded_prefetch_global_samples": 576, "effective_source_idx": 918, "source_epoch_samples_per_rank": 5946, "saved_source_epoch_cursor": 88704, "effective_source_epoch_cursor": 88128, "target_epoch": 17, "target_idx": 1377, "target_epoch_samples_per_rank": 8919, "target_epoch_cursor": 88128, "replayed_samples": 0, "skipped_samples": 0 } } } }, "data_dir": "training_data.json", "training_data_contract": "Provide root paths and omitted dataset arguments in a local training_data.json packet; no dataset, checkpoint, or private filesystem path is bundled." }