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  1. 6_val_ema_major.tar.gz +3 -0
  2. args.json +43 -0
  3. ema.pt +3 -0
  4. ema_val_0.0656715_0.9999_000006.pt +3 -0
  5. log.txt +1387 -0
  6. model5000.pt +3 -0
  7. opt.pt +3 -0
  8. progress.csv +48 -0
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+ "lr": 0.0001,
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+ "weight_decay": 0.0,
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+ "lr_anneal_steps": 0,
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+ "clip_denoised": false,
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+ "batch_size": 4,
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+ "microbatch": -1,
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+ "ema_rate": "0.9999",
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+ "save_interval": 5000,
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+ "start_print_iter": 75000,
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+ "run_without_test": false,
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+ "image_size": 256,
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+ "num_heads": 4,
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+ "attention_resolutions": "16,8",
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+ "deeper_net": true,
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+ "learn_sigma": false,
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+ "class_cond": false,
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+ "class_name": "train",
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+ "expansion": false,
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+ "diffusion_steps": 100,
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+ "noise_schedule": "linear",
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+ "timestep_respacing": "",
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+ "use_kl": false,
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+ "predict_xstart": false,
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+ "rescale_timesteps": false,
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+ "rescale_learned_sigmas": false,
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+ "use_checkpoint": false,
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+ "seed": null,
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+ "num_classes": 151
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+ 2025-09-06-11-12-34-093708 Logging to /cpfs/data/chenshuang/final/logs/2025-09-06-11-12-30-797332_ade_10_0.0001_4_100_0.0_0
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+ 2025-09-06-11-12-34-093804 {'data_dir': '', 'schedule_sampler': 'uniform', 'lr': 0.0001, 'weight_decay': 0.0, 'lr_anneal_steps': 0, 'clip_denoised': False, 'batch_size': 4, 'microbatch': -1, 'ema_rate': '0.9999', 'save_interval': 5000, 'start_print_iter': 75000, 'log_interval': 200, 'run_without_test': False, 'resume_checkpoint': '', 'use_fp16': True, 'fp16_scale_growth': 0.001, 'image_size': 256, 'num_channels': 128, 'num_res_blocks': 3, 'num_heads': 4, 'num_heads_upsample': -1, 'attention_resolutions': '16,8', 'dropout': 0.0, 'rrdb_blocks': 10, 'deeper_net': True, 'learn_sigma': False, 'sigma_small': False, 'class_cond': False, 'class_name': 'train', 'expansion': False, 'diffusion_steps': 100, 'noise_schedule': 'linear', 'timestep_respacing': '', 'use_kl': False, 'predict_xstart': False, 'rescale_timesteps': False, 'rescale_learned_sigmas': False, 'use_checkpoint': False, 'use_scale_shift_norm': False, 'seed': None, 'num_classes': 151}
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+ 2025-09-06-11-12-34-103586 log folder path: /cpfs/data/chenshuang/final/logs/2025-09-06-11-12-30-797332_ade_10_0.0001_4_100_0.0_0
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+ 2025-09-06-11-12-34-153549 git commit hash c829c2abbe552654de2b1b537a18596cee6795a3
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+ 2025-09-06-11-12-34-153952 creating model and diffusion...
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+ 2025-09-06-11-12-38-212636 creating data loader...
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+ 2025-09-06-11-12-39-202761 gpu 0 / 8 val length 250
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+ 2025-09-06-11-12-39-202784 training...
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+ 2025-09-06-11-12-39-218190 model folder path
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+ 2025-09-06-11-12-54-606023 Found NaN, decreased lg_loss_scale to 19.001
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+ 2025-09-06-11-12-55-379853 Found NaN, decreased lg_loss_scale to 18.001
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+ 2025-09-06-11-12-56-150474 Found NaN, decreased lg_loss_scale to 17.001
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+ 2025-09-06-11-12-56-914495 Found NaN, decreased lg_loss_scale to 16.001
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+ 2025-09-06-11-12-57-729192 Found NaN, decreased lg_loss_scale to 15.001000000000001
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+ 2025-09-06-11-12-57-732320 ema sampling
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+ 2025-09-06-11-31-11-669755 ADE_val_00000473 iou 0.08611868082976475, f1_Score 0.1585806088225505, WCov 0.18835949860046244, boundF 0.2507215123742592
76
+ 2025-09-06-11-31-29-903869 ADE_val_00000481 iou 0.01824850165488863, f1_Score 0.03584292365808662, WCov 0.037711194846238, boundF 0.1364814137247221
77
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78
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79
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80
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81
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82
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83
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84
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85
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86
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87
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88
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89
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90
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91
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92
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93
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94
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96
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98
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99
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100
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101
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102
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103
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107
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108
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109
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112
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118
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121
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+ 2025-09-06-11-46-21-342990 ADE_val_00000873 iou 0.057842461821104606, f1_Score 0.10935931182328838, WCov 0.12128404077285866, boundF 0.19269852164712692
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+ 2025-09-06-11-47-34-137500 ADE_val_00000905 iou 0.019030061550355328, f1_Score 0.03734936243471156, WCov 0.03666172600502132, boundF 0.23146911706817516
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+ 2025-09-06-11-47-52-331812 ADE_val_00000913 iou 0.24990255199137873, f1_Score 0.3998752568241855, WCov 0.6691264276309746, boundF 0.5099206378454031
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+ 2025-09-06-11-48-10-593753 ADE_val_00000921 iou 0.02255978342607911, f1_Score 0.04412413590233858, WCov 0.04381601572095308, boundF 0.13573086805725504
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+ 2025-09-06-11-48-28-785945 ADE_val_00000929 iou 0.08328916906083512, f1_Score 0.1537708885856271, WCov 0.1828648006578747, boundF 0.2486488825770333
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+ 2025-09-06-11-49-41-862265 ADE_val_00000961 iou 0.00446832920717348, f1_Score 0.008896904117823866, WCov 0.009864926392472302, boundF 0.15750307582179648
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+ 2025-09-06-11-51-49-386174 ADE_val_00001017 iou 0.3454733822123047, f1_Score 0.5135343244684002, WCov 0.9339614536498754, boundF 0.324501722811138
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+ 2025-09-06-11-52-07-564559 ADE_val_00001025 iou 0.010906242468064594, f1_Score 0.02157715920605591, WCov 0.022489029741589468, boundF 0.13673415565206865
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+ 2025-09-06-11-55-28-014028 ADE_val_00001113 iou 0.017746175908221796, f1_Score 0.03487348089003699, WCov 0.03581853563609827, boundF 0.1701467839875858
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+ 2025-09-06-11-56-04-577420 ADE_val_00001129 iou 0.028638693527238048, f1_Score 0.05568270707187763, WCov 0.05792748337266681, boundF 0.14015367862783532
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+ 2025-09-06-11-56-59-096417 ADE_val_00001153 iou 0.2395693135935397, f1_Score 0.38653637350705755, WCov 0.6159849951597289, boundF 0.1846751244007383
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+ 2025-09-06-11-57-17-284262 ADE_val_00001161 iou 0.005386710739754537, f1_Score 0.010715699108039819, WCov 0.011018435874549875, boundF 0.08107737613468673
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+ 2025-09-06-11-57-53-838818 ADE_val_00001177 iou 0.020064995080647567, f1_Score 0.039340620798503534, WCov 0.040698381798272294, boundF 0.14721438149998983
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+ 2025-09-06-11-58-12-041501 ADE_val_00001185 iou 0.029321857842409853, f1_Score 0.0569731568780094, WCov 0.05886124255838803, boundF 0.14068915729703188
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+ 2025-09-06-11-58-48-431419 ADE_val_00001201 iou 0.13943309162821357, f1_Score 0.24474116585286834, WCov 0.3241711098853956, boundF 0.17325650323078984
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+ 2025-09-06-11-59-06-551210 ADE_val_00001209 iou 0.056712028601084076, f1_Score 0.10733677116586178, WCov 0.12068860078277886, boundF 0.1729601443342729
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+ 2025-09-06-11-59-24-704552 ADE_val_00001217 iou 0.23387438249823572, f1_Score 0.37908945321436743, WCov 0.6031542270309921, boundF 0.3829038427861917
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+ 2025-09-06-11-59-42-856456 ADE_val_00001225 iou 0.1525651982492943, f1_Score 0.26474024806758945, WCov 0.3607705243846507, boundF 0.20799376042652362
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+ 2025-09-06-12-00-01-024577 ADE_val_00001233 iou 0.01580516000842942, f1_Score 0.03111848734514848, WCov 0.03290782747114825, boundF 0.2280105440842104
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+ 2025-09-06-12-00-19-194270 ADE_val_00001241 iou 0.17963069388571, f1_Score 0.30455411988985387, WCov 0.43386484434320427, boundF 0.2430009513022055
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+ 2025-09-06-12-00-37-382059 ADE_val_00001249 iou 0.1595479645563118, f1_Score 0.2751899351008926, WCov 0.3806844246001407, boundF 0.23080132326805539
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+ 2025-09-06-12-00-55-547894 ADE_val_00001257 iou 0.23298484670503936, f1_Score 0.37792004877862884, WCov 0.6100254624658711, boundF 0.4509334282754116
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+ 2025-09-06-12-01-13-709984 ADE_val_00001265 iou 0.011582200618117442, f1_Score 0.02289917835849672, WCov 0.022287585663169386, boundF 0.09647202617945334
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+ 2025-09-06-12-01-31-870293 ADE_val_00001273 iou 0.004890346880505437, f1_Score 0.009733095547562192, WCov 0.009921240612980036, boundF 0.08845210514188181
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+ 2025-09-06-12-01-50-079746 ADE_val_00001281 iou 0.027006218537163163, f1_Score 0.052592122714953005, WCov 0.056411818458726774, boundF 0.21834400060595893
177
+ 2025-09-06-12-02-08-298446 ADE_val_00001289 iou 0.019518756538633986, f1_Score 0.038290137211211446, WCov 0.04029035898374356, boundF 0.15983273684675606
178
+ 2025-09-06-12-02-26-473962 ADE_val_00001297 iou 0.06058086527710083, f1_Score 0.1142409169550173, WCov 0.13032053044886485, boundF 0.18033092812009527
179
+ 2025-09-06-12-02-44-638083 ADE_val_00001305 iou 0.016105812488752924, f1_Score 0.03170105375011069, WCov 0.032392735251097024, boundF 0.17382400912031418
180
+ 2025-09-06-12-03-02-888500 ADE_val_00001313 iou 0.03398543061919868, f1_Score 0.06573676884179426, WCov 0.06964660123370507, boundF 0.20246361966580043
181
+ 2025-09-06-12-03-21-080080 ADE_val_00001321 iou 0.0680922743105122, f1_Score 0.12750260618534656, WCov 0.1466621712744437, boundF 0.16469988285596596
182
+ 2025-09-06-12-03-39-289648 ADE_val_00001329 iou 0.008049629293387804, f1_Score 0.015970700369247397, WCov 0.015548306454071523, boundF 0.09281111911807467
183
+ 2025-09-06-12-03-57-624605 ADE_val_00001337 iou 0.2575118905394135, f1_Score 0.40955778227902556, WCov 0.7017051520605192, boundF 0.2862021088076724
184
+ 2025-09-06-12-04-15-898826 ADE_val_00001345 iou 0.011480398951396631, f1_Score 0.022700190657769303, WCov 0.022604033388167917, boundF 0.10488240389012607
185
+ 2025-09-06-12-04-34-066193 ADE_val_00001353 iou 0.1843175411022129, f1_Score 0.3112637189020665, WCov 0.4420985479069202, boundF 0.22688592877907782
186
+ 2025-09-06-12-04-52-334234 ADE_val_00001361 iou 0.019612554437603243, f1_Score 0.03847060209732532, WCov 0.04119000153350713, boundF 0.18589140300354187
187
+ 2025-09-06-12-05-10-669947 ADE_val_00001369 iou 0.008435863077110488, f1_Score 0.016730589194576147, WCov 0.015175669875528848, boundF 0.13065088239775074
188
+ 2025-09-06-12-05-28-862397 ADE_val_00001377 iou 0.27723776146708107, f1_Score 0.4341208345557147, WCov 0.7739782641971529, boundF 0.3029752047630501
189
+ 2025-09-06-12-05-47-094792 ADE_val_00001385 iou 0.04416559916152323, f1_Score 0.08459500906175937, WCov 0.09521482883928299, boundF 0.22040690587836792
190
+ 2025-09-06-12-06-05-263687 ADE_val_00001393 iou 0.06264660449682476, f1_Score 0.11790675137288684, WCov 0.13066504337239385, boundF 0.264494545274944
191
+ 2025-09-06-12-06-23-554849 ADE_val_00001401 iou 0.36749665224057293, f1_Score 0.5374735676880065, WCov 0.8885821495577593, boundF 0.36858330297383807
192
+ 2025-09-06-12-06-41-734854 ADE_val_00001409 iou 0.03143238038809065, f1_Score 0.06094898897058824, WCov 0.0654588854546011, boundF 0.2647696529278213
193
+ 2025-09-06-12-06-59-947076 ADE_val_00001417 iou 0.009987025917991733, f1_Score 0.019776542988588157, WCov 0.02045544614821815, boundF 0.09885447035971971
194
+ 2025-09-06-12-07-18-119949 ADE_val_00001425 iou 0.2792234977855144, f1_Score 0.4365515459478081, WCov 0.7769037708129285, boundF 0.21745853838171106
195
+ 2025-09-06-12-07-36-419288 ADE_val_00001433 iou 0.008029329778208702, f1_Score 0.015930746340437042, WCov 0.015568240788790867, boundF 0.10332140355573234
196
+ 2025-09-06-12-07-54-598470 ADE_val_00001441 iou 0.22126326862388832, f1_Score 0.3623514672200145, WCov 0.5633186436528339, boundF 0.25131819503898434
197
+ 2025-09-06-12-08-12-902561 ADE_val_00001449 iou 0.01146561815289492, f1_Score 0.022671295884150865, WCov 0.024846420534030775, boundF 0.1396181160382362
198
+ 2025-09-06-12-08-31-096103 ADE_val_00001457 iou 0.08300593496614561, f1_Score 0.15328805186786046, WCov 0.18010687393733302, boundF 0.22508187862832765
199
+ 2025-09-06-12-08-49-277220 ADE_val_00001465 iou 0.03314982537145563, f1_Score 0.06417234859336504, WCov 0.07080188968648383, boundF 0.21439118322220496
200
+ 2025-09-06-12-09-07-467311 ADE_val_00001473 iou 0.0728407614528611, f1_Score 0.13579044359615638, WCov 0.15822051469691426, boundF 0.3046157341875119
201
+ 2025-09-06-12-09-25-636800 ADE_val_00001481 iou 0.029272786709857647, f1_Score 0.056880522030374775, WCov 0.06044090630740968, boundF 0.13959148492915002
202
+ 2025-09-06-12-09-43-807446 ADE_val_00001489 iou 0.3097253593970995, f1_Score 0.47296230034008674, WCov 0.9050294767870302, boundF 0.24037806999869163
203
+ 2025-09-06-12-10-01-954204 ADE_val_00001497 iou 0.26160756607904656, f1_Score 0.4147209847386972, WCov 0.7065522716170005, boundF 0.43382048233147313
204
+ 2025-09-06-12-10-20-211064 ADE_val_00001505 iou 0.003234369755591493, f1_Score 0.006447884668025183, WCov 0.00682876041156296, boundF 0.049809499489282164
205
+ 2025-09-06-12-10-38-515588 ADE_val_00001513 iou 0.021441796571701605, f1_Score 0.04198339375511636, WCov 0.042232920958010844, boundF 0.1967670819461531
206
+ 2025-09-06-12-10-56-718979 ADE_val_00001521 iou 0.002673471867784664, f1_Score 0.005332686947036723, WCov 0.005146946855489569, boundF 0.06819285558846537
207
+ 2025-09-06-12-11-15-083925 ADE_val_00001529 iou 0.025052192066805846, f1_Score 0.048879837067209775, WCov 0.05055630272649468, boundF 0.15196645496753153
208
+ 2025-09-06-12-11-33-308902 ADE_val_00001537 iou 0.24064739884393063, f1_Score 0.3879384248387938, WCov 0.6393132103140657, boundF 0.2896929291039081
209
+ 2025-09-06-12-11-51-634496 ADE_val_00001545 iou 0.21504443962714068, f1_Score 0.35396966993755574, WCov 0.5548329429170262, boundF 0.24656545452366138
210
+ 2025-09-06-12-12-09-906793 ADE_val_00001553 iou 0.014119551531866418, f1_Score 0.027845931005941647, WCov 0.028518439694749324, boundF 0.10364836969589049
211
+ 2025-09-06-12-12-28-076198 ADE_val_00001561 iou 0.057061382031857594, f1_Score 0.10796228677312115, WCov 0.12068649606058755, boundF 0.1817874164586734
212
+ 2025-09-06-12-12-46-410774 ADE_val_00001569 iou 0.024244750908070756, f1_Score 0.04734171375850536, WCov 0.049599031623543656, boundF 0.2457978803083269
213
+ 2025-09-06-12-13-04-669079 ADE_val_00001577 iou 0.004702812585333293, f1_Score 0.009361599323548951, WCov 0.010281599902370564, boundF 0.08324111360414303
214
+ 2025-09-06-12-13-22-828915 ADE_val_00001585 iou 0.03755524983168925, f1_Score 0.07239180725610789, WCov 0.07781190135919969, boundF 0.260814118709458
215
+ 2025-09-06-12-13-41-003102 ADE_val_00001593 iou 0.013484228268721405, f1_Score 0.026609645996673793, WCov 0.027650613440761765, boundF 0.09367987757326336
216
+ 2025-09-06-12-13-59-197468 ADE_val_00001601 iou 0.034656975713525974, f1_Score 0.06699220423198834, WCov 0.06977241484649457, boundF 0.2319474394166671
217
+ 2025-09-06-12-14-17-415532 ADE_val_00001609 iou 0.02479978564410968, f1_Score 0.0483992795305328, WCov 0.0540466056281961, boundF 0.19935073167664558
218
+ 2025-09-06-12-14-35-585128 ADE_val_00001617 iou 0.02123269236520231, f1_Score 0.04158247679287827, WCov 0.043290969082243676, boundF 0.32382582997499243
219
+ 2025-09-06-12-14-53-795370 ADE_val_00001625 iou 0.02729940421495687, f1_Score 0.05314790236020544, WCov 0.05771050141911069, boundF 0.2158508402423353
220
+ 2025-09-06-12-15-11-953393 ADE_val_00001633 iou 0.04880656533549096, f1_Score 0.09307067089130734, WCov 0.10081586849049165, boundF 0.3082940779628964
221
+ 2025-09-06-12-15-30-249521 ADE_val_00001641 iou 0.019946609076457, f1_Score 0.03911304552405599, WCov 0.0420765529711011, boundF 0.28478777677791267
222
+ 2025-09-06-12-15-48-501244 ADE_val_00001649 iou 0.013592758548100924, f1_Score 0.02682094644711467, WCov 0.027654125251539728, boundF 0.13690882442642213
223
+ 2025-09-06-12-16-06-752708 ADE_val_00001657 iou 0.025633427174396206, f1_Score 0.0499855533082924, WCov 0.05146433345485478, boundF 0.24717345981128308
224
+ 2025-09-06-12-16-24-888064 ADE_val_00001665 iou 0.021880791534644586, f1_Score 0.042824548060609605, WCov 0.04410237615295339, boundF 0.16286669922930921
225
+ 2025-09-06-12-16-43-065984 ADE_val_00001673 iou 0.016473276017555463, f1_Score 0.03241261016147158, WCov 0.0349218008753405, boundF 0.12869163142076728
226
+ 2025-09-06-12-17-01-263975 ADE_val_00001681 iou 0.016143041121327383, f1_Score 0.031773166705965576, WCov 0.033130328867235076, boundF 0.15355221902188756
227
+ 2025-09-06-12-17-19-420004 ADE_val_00001689 iou 0.03797913491970461, f1_Score 0.07317899491812535, WCov 0.07672665369649806, boundF 0.1402543349992211
228
+ 2025-09-06-12-17-37-572999 ADE_val_00001697 iou 0.07374191734607816, f1_Score 0.13735501269866207, WCov 0.16038767697636264, boundF 0.29304767613488086
229
+ 2025-09-06-12-17-55-715299 ADE_val_00001705 iou 0.007546258565003471, f1_Score 0.014979478114982474, WCov 0.014620949601799502, boundF 0.09666547483014114
230
+ 2025-09-06-12-18-13-879676 ADE_val_00001713 iou 0.02080779694460223, f1_Score 0.04076731585883731, WCov 0.04034002620273605, boundF 0.1516975449461934
231
+ 2025-09-06-12-18-32-072497 ADE_val_00001721 iou 0.00777939217822981, f1_Score 0.015438680803772566, WCov 0.01592871746361112, boundF 0.0843066156990229
232
+ 2025-09-06-12-18-50-260020 ADE_val_00001729 iou 0.06345939456307349, f1_Score 0.11934521409563745, WCov 0.1326148506712942, boundF 0.1993156382606358
233
+ 2025-09-06-12-19-08-452696 ADE_val_00001737 iou 0.2985492382966904, f1_Score 0.4598196656574964, WCov 0.8537180503873605, boundF 0.2614013984562826
234
+ 2025-09-06-12-19-26-620446 ADE_val_00001745 iou 0.016742815919201636, f1_Score 0.032934220251293424, WCov 0.03522678582359062, boundF 0.2282141543181761
235
+ 2025-09-06-12-19-44-800697 ADE_val_00001753 iou 0.009844308475192343, f1_Score 0.019496685563454214, WCov 0.01975958156180222, boundF 0.12687863296603835
236
+ 2025-09-06-12-20-03-083336 ADE_val_00001761 iou 0.0200197800221776, f1_Score 0.03925370941677685, WCov 0.040221278156422874, boundF 0.17548207734732207
237
+ 2025-09-06-12-20-21-364106 ADE_val_00001769 iou 0.012572358900144718, f1_Score 0.024832514515408664, WCov 0.025370947059901082, boundF 0.128608637971586
238
+ 2025-09-06-12-20-39-587436 ADE_val_00001777 iou 0.0023027511816749485, f1_Score 0.004594921402660218, WCov 0.004951848588875049, boundF 0.10574634064491573
239
+ 2025-09-06-12-20-57-782516 ADE_val_00001785 iou 0.009346637013884714, f1_Score 0.018520172696144113, WCov 0.018437092519028413, boundF 0.07873814500020095
240
+ 2025-09-06-12-21-16-037692 ADE_val_00001793 iou 0.007550717166509992, f1_Score 0.01498826220429784, WCov 0.014596311225112985, boundF 0.10162157725981616
241
+ 2025-09-06-12-21-34-238607 ADE_val_00001801 iou 0.0037243947858473, f1_Score 0.0074211502782931356, WCov 0.008125344943889128, boundF 0.04984885959098143
242
+ 2025-09-06-12-21-52-497638 ADE_val_00001809 iou 0.006022813688212928, f1_Score 0.011973513137604693, WCov 0.012521430320842518, boundF 0.1674525432041466
243
+ 2025-09-06-12-22-10-639312 ADE_val_00001817 iou 0.026424931863964926, f1_Score 0.05148926344954976, WCov 0.055344034601443756, boundF 0.20488459465698136
244
+ 2025-09-06-12-22-28-803880 ADE_val_00001825 iou 0.018002930709650408, f1_Score 0.035369113715813284, WCov 0.03644501278772379, boundF 0.1493314962769468
245
+ 2025-09-06-12-22-46-984667 ADE_val_00001833 iou 0.011332989909396685, f1_Score 0.022411985018726592, WCov 0.02276906104437362, boundF 0.13163261080734504
246
+ 2025-09-06-12-23-05-197970 ADE_val_00001841 iou 0.018419559960593485, f1_Score 0.03617283226827695, WCov 0.037625087447151505, boundF 0.20537144995454448
247
+ 2025-09-06-12-23-23-564611 ADE_val_00001849 iou 0.010138805069402535, f1_Score 0.020074082925080654, WCov 0.021139004972089193, boundF 0.1211348920696574
248
+ 2025-09-06-12-23-41-772258 ADE_val_00001857 iou 0.08978760222166401, f1_Score 0.16478000307329815, WCov 0.19905417024935512, boundF 0.25504561558901057
249
+ 2025-09-06-12-24-00-112887 ADE_val_00001865 iou 0.01929560505719446, f1_Score 0.037860665662561646, WCov 0.03839430831978902, boundF 0.21118799453376852
250
+ 2025-09-06-12-24-18-320602 ADE_val_00001873 iou 0.017262454905936017, f1_Score 0.033939038686987104, WCov 0.03544549647972809, boundF 0.16372407118047533
251
+ 2025-09-06-12-24-36-509724 ADE_val_00001881 iou 0.006654050424272023, f1_Score 0.013220133414190418, WCov 0.012277470841006752, boundF 0.07814476457648656
252
+ 2025-09-06-12-24-54-880260 ADE_val_00001889 iou 0.015455904334828102, f1_Score 0.03044131068389908, WCov 0.03045839274337894, boundF 0.20265804779755694
253
+ 2025-09-06-12-25-13-017572 ADE_val_00001897 iou 0.05797722017641518, f1_Score 0.10960012951270844, WCov 0.12441976881769364, boundF 0.22232516476907946
254
+ 2025-09-06-12-25-31-242432 ADE_val_00001905 iou 0.3684119278779473, f1_Score 0.5384517927277335, WCov 0.8481891976272244, boundF 0.22747172457837944
255
+ 2025-09-06-12-25-49-567793 ADE_val_00001913 iou 0.15786906290115532, f1_Score 0.27268897314796336, WCov 0.3758503920192806, boundF 0.22386263291182615
256
+ 2025-09-06-12-26-07-708302 ADE_val_00001921 iou 0.01634811876427455, f1_Score 0.03217031342400946, WCov 0.03472540920911733, boundF 0.1906570679362532
257
+ 2025-09-06-12-26-25-877946 ADE_val_00001929 iou 0.18938961779806046, f1_Score 0.3184652278177458, WCov 0.4675459803531536, boundF 0.5039016452472266
258
+ 2025-09-06-12-26-44-650338 ADE_val_00001937 iou 0.02099253664773572, f1_Score 0.041121821941346066, WCov 0.040294482988456996, boundF 0.17184391038821886
259
+ 2025-09-06-12-27-02-880194 ADE_val_00001945 iou 0.03125461581637175, f1_Score 0.06061474118422183, WCov 0.069057389600049, boundF 0.2800336669898656
260
+ 2025-09-06-12-27-21-025583 ADE_val_00001953 iou 0.021169866531306918, f1_Score 0.04146198830409357, WCov 0.04405165308178405, boundF 0.16957843775067216
261
+ 2025-09-06-12-27-39-203560 ADE_val_00001961 iou 0.013425451034815664, f1_Score 0.02649519216456789, WCov 0.02636885846981178, boundF 0.1484253763327998
262
+ 2025-09-06-12-27-57-346386 ADE_val_00001969 iou 0.023977601048461562, f1_Score 0.04683227645587294, WCov 0.04913330078125, boundF 0.17616498156314422
263
+ 2025-09-06-12-28-15-522673 ADE_val_00001977 iou 0.011501906895090503, f1_Score 0.022742234723801543, WCov 0.023647613796483488, boundF 0.13488579006673268
264
+ 2025-09-06-12-28-33-716438 ADE_val_00001985 iou 0.015859640675313733, f1_Score 0.03122407868230833, WCov 0.031410413101931066, boundF 0.11691204770012253
265
+ 2025-09-06-12-28-51-947019 ADE_val_00001993 iou 0.0030226238817818215, f1_Score 0.006027030317788872, WCov 0.006186830015313936, boundF 0.07965504164431172
266
+ 2025-09-06-12-29-11-849608 measure total avg
267
+ 2025-09-06-12-29-11-853591 mean iou 0.06567152589559555
268
+ 2025-09-06-12-29-11-853809 mean f1 0.11139564961194992
269
+ 2025-09-06-12-29-11-853963 mean WCov 0.1519879251718521
270
+ 2025-09-06-12-29-11-854209 mean boundF 0.18631263772111228
271
+ 2025-09-06-12-29-11-978925 best iou ema val: 0.06567152589559555 step 6
272
+ 2025-09-06-12-29-11-991004 saving model 0.9999...
273
+ 2025-09-06-12-29-13-522475 Found NaN, decreased lg_loss_scale to 14.001000000000001
274
+ 2025-09-06-12-29-14-297198 Found NaN, decreased lg_loss_scale to 13.001000000000001
275
+ 2025-09-06-12-29-15-066733 Found NaN, decreased lg_loss_scale to 12.001000000000001
276
+ 2025-09-06-12-29-15-821993 Found NaN, decreased lg_loss_scale to 11.001000000000001
277
+ 2025-09-06-12-29-16-552667 Found NaN, decreased lg_loss_scale to 10.001000000000001
278
+ 2025-09-06-12-29-17-291581 Found NaN, decreased lg_loss_scale to 9.001000000000001
279
+ 2025-09-06-12-29-18-091906 Found NaN, decreased lg_loss_scale to 8.001000000000001
280
+ 2025-09-06-12-29-18-844154 Found NaN, decreased lg_loss_scale to 7.001000000000001
281
+ 2025-09-06-12-29-19-572173 Found NaN, decreased lg_loss_scale to 6.001000000000001
282
+ 2025-09-06-12-29-20-350507 Found NaN, decreased lg_loss_scale to 5.001000000000001
283
+ 2025-09-06-12-29-21-150081 Found NaN, decreased lg_loss_scale to 4.001000000000001
284
+ 2025-09-06-12-31-26-736058 Found NaN, decreased lg_loss_scale to 3.153000000000052
285
+ 2025-09-06-12-31-49-977969 Found NaN, decreased lg_loss_scale to 2.180000000000049
286
+ 2025-09-06-12-31-51-658382 interval
287
+ ----------------------------
288
+ | grad_norm | 8.84e+04 |
289
+ | lg_loss_scale | 2.18 |
290
+ | loss | 9.9e+06 |
291
+ | loss_q0 | 9.9e+06 |
292
+ | loss_q1 | 9.9e+06 |
293
+ | loss_q2 | 9.9e+06 |
294
+ | loss_q3 | 9.9e+06 |
295
+ | mse | 1 |
296
+ | mse_q0 | 1 |
297
+ | mse_q1 | 1 |
298
+ | mse_q2 | 1 |
299
+ | mse_q3 | 1 |
300
+ | samples | 6.43e+03 |
301
+ | step | 200 |
302
+ | sum | 9.9e+06 |
303
+ | sum_q0 | 9.9e+06 |
304
+ | sum_q1 | 9.9e+06 |
305
+ | sum_q2 | 9.9e+06 |
306
+ | sum_q3 | 9.9e+06 |
307
+ ----------------------------
308
+ 2025-09-06-12-31-51-660190 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
309
+ 2025-09-06-12-32-08-827038 Found NaN, decreased lg_loss_scale to 1.2020000000000466
310
+ 2025-09-06-12-32-13-797803 Found NaN, decreased lg_loss_scale to 0.20700000000004604
311
+ 2025-09-06-12-32-29-247033 Found NaN, decreased lg_loss_scale to -0.774999999999954
312
+ 2025-09-06-12-32-30-012165 Found NaN, decreased lg_loss_scale to -1.774999999999954
313
+ 2025-09-06-12-32-46-993251 Found NaN, decreased lg_loss_scale to -2.7549999999999564
314
+ 2025-09-06-12-33-00-369291 Found NaN, decreased lg_loss_scale to -3.739999999999958
315
+ 2025-09-06-12-33-01-166614 Found NaN, decreased lg_loss_scale to -4.739999999999958
316
+ 2025-09-06-12-33-55-980167 Found NaN, decreased lg_loss_scale to -5.675999999999936
317
+ 2025-09-06-12-34-36-623625 interval
318
+ ----------------------------
319
+ | grad_norm | 9.58e+06 |
320
+ | lg_loss_scale | -5.63 |
321
+ | loss | 9.22e+06 |
322
+ | loss_q0 | 9.43e+06 |
323
+ | loss_q1 | 9.23e+06 |
324
+ | loss_q2 | 9.1e+06 |
325
+ | loss_q3 | 9.12e+06 |
326
+ | mse | 0.932 |
327
+ | mse_q0 | 0.953 |
328
+ | mse_q1 | 0.933 |
329
+ | mse_q2 | 0.92 |
330
+ | mse_q3 | 0.922 |
331
+ | samples | 1.28e+04 |
332
+ | step | 400 |
333
+ | sum | 9.22e+06 |
334
+ | sum_q0 | 9.43e+06 |
335
+ | sum_q1 | 9.23e+06 |
336
+ | sum_q2 | 9.1e+06 |
337
+ | sum_q3 | 9.12e+06 |
338
+ ----------------------------
339
+ 2025-09-06-12-34-36-624943 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
340
+ 2025-09-06-12-35-03-411699 Found NaN, decreased lg_loss_scale to -6.593999999999909
341
+ 2025-09-06-12-37-20-063807 interval
342
+ ----------------------------
343
+ | grad_norm | 1.91e+07 |
344
+ | lg_loss_scale | -6.43 |
345
+ | loss | 7.38e+06 |
346
+ | loss_q0 | 7.82e+06 |
347
+ | loss_q1 | 7.27e+06 |
348
+ | loss_q2 | 7.22e+06 |
349
+ | loss_q3 | 7.26e+06 |
350
+ | mse | 0.745 |
351
+ | mse_q0 | 0.79 |
352
+ | mse_q1 | 0.734 |
353
+ | mse_q2 | 0.73 |
354
+ | mse_q3 | 0.733 |
355
+ | samples | 1.92e+04 |
356
+ | step | 600 |
357
+ | sum | 7.38e+06 |
358
+ | sum_q0 | 7.82e+06 |
359
+ | sum_q1 | 7.27e+06 |
360
+ | sum_q2 | 7.22e+06 |
361
+ | sum_q3 | 7.26e+06 |
362
+ ----------------------------
363
+ 2025-09-06-12-37-20-065002 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
364
+ 2025-09-06-12-38-12-480080 Found NaN, decreased lg_loss_scale to -7.362999999999832
365
+ 2025-09-06-12-39-54-436773 Found NaN, decreased lg_loss_scale to -8.238999999999791
366
+ 2025-09-06-12-40-02-524091 interval
367
+ ----------------------------
368
+ | grad_norm | 2.17e+07 |
369
+ | lg_loss_scale | -8.23 |
370
+ | loss | 6.44e+06 |
371
+ | loss_q0 | 6.93e+06 |
372
+ | loss_q1 | 6.31e+06 |
373
+ | loss_q2 | 6.25e+06 |
374
+ | loss_q3 | 6.3e+06 |
375
+ | mse | 0.65 |
376
+ | mse_q0 | 0.7 |
377
+ | mse_q1 | 0.637 |
378
+ | mse_q2 | 0.632 |
379
+ | mse_q3 | 0.636 |
380
+ | samples | 2.56e+04 |
381
+ | step | 800 |
382
+ | sum | 6.44e+06 |
383
+ | sum_q0 | 6.93e+06 |
384
+ | sum_q1 | 6.31e+06 |
385
+ | sum_q2 | 6.25e+06 |
386
+ | sum_q3 | 6.3e+06 |
387
+ ----------------------------
388
+ 2025-09-06-12-40-02-524922 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
389
+ 2025-09-06-12-42-44-905399 interval
390
+ ----------------------------
391
+ | grad_norm | 2.17e+07 |
392
+ | lg_loss_scale | -8.03 |
393
+ | loss | 5.97e+06 |
394
+ | loss_q0 | 6.53e+06 |
395
+ | loss_q1 | 5.78e+06 |
396
+ | loss_q2 | 5.77e+06 |
397
+ | loss_q3 | 5.76e+06 |
398
+ | mse | 0.603 |
399
+ | mse_q0 | 0.66 |
400
+ | mse_q1 | 0.584 |
401
+ | mse_q2 | 0.583 |
402
+ | mse_q3 | 0.583 |
403
+ | samples | 3.2e+04 |
404
+ | step | 1e+03 |
405
+ | sum | 5.97e+06 |
406
+ | sum_q0 | 6.53e+06 |
407
+ | sum_q1 | 5.78e+06 |
408
+ | sum_q2 | 5.77e+06 |
409
+ | sum_q3 | 5.76e+06 |
410
+ ----------------------------
411
+ 2025-09-06-12-42-44-906456 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
412
+ 2025-09-06-12-45-26-666668 interval
413
+ ----------------------------
414
+ | grad_norm | 1.45e+07 |
415
+ | lg_loss_scale | -7.83 |
416
+ | loss | 5.49e+06 |
417
+ | loss_q0 | 6.02e+06 |
418
+ | loss_q1 | 5.34e+06 |
419
+ | loss_q2 | 5.3e+06 |
420
+ | loss_q3 | 5.31e+06 |
421
+ | mse | 0.555 |
422
+ | mse_q0 | 0.609 |
423
+ | mse_q1 | 0.539 |
424
+ | mse_q2 | 0.536 |
425
+ | mse_q3 | 0.536 |
426
+ | samples | 3.84e+04 |
427
+ | step | 1.2e+03 |
428
+ | sum | 5.49e+06 |
429
+ | sum_q0 | 6.02e+06 |
430
+ | sum_q1 | 5.34e+06 |
431
+ | sum_q2 | 5.3e+06 |
432
+ | sum_q3 | 5.31e+06 |
433
+ ----------------------------
434
+ 2025-09-06-12-45-26-667929 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
435
+ 2025-09-06-12-45-27-459456 Found NaN, decreased lg_loss_scale to -8.828999999999866
436
+ 2025-09-06-12-48-09-497255 interval
437
+ ----------------------------
438
+ | grad_norm | 1.75e+07 |
439
+ | lg_loss_scale | -8.63 |
440
+ | loss | 5.16e+06 |
441
+ | loss_q0 | 5.62e+06 |
442
+ | loss_q1 | 5.01e+06 |
443
+ | loss_q2 | 5.01e+06 |
444
+ | loss_q3 | 5.01e+06 |
445
+ | mse | 0.522 |
446
+ | mse_q0 | 0.568 |
447
+ | mse_q1 | 0.506 |
448
+ | mse_q2 | 0.506 |
449
+ | mse_q3 | 0.506 |
450
+ | samples | 4.48e+04 |
451
+ | step | 1.4e+03 |
452
+ | sum | 5.16e+06 |
453
+ | sum_q0 | 5.62e+06 |
454
+ | sum_q1 | 5.01e+06 |
455
+ | sum_q2 | 5.01e+06 |
456
+ | sum_q3 | 5.01e+06 |
457
+ ----------------------------
458
+ 2025-09-06-12-48-09-498167 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
459
+ 2025-09-06-12-50-53-508526 interval
460
+ ----------------------------
461
+ | grad_norm | 1.64e+07 |
462
+ | lg_loss_scale | -8.43 |
463
+ | loss | 4.89e+06 |
464
+ | loss_q0 | 5.37e+06 |
465
+ | loss_q1 | 4.74e+06 |
466
+ | loss_q2 | 4.72e+06 |
467
+ | loss_q3 | 4.73e+06 |
468
+ | mse | 0.494 |
469
+ | mse_q0 | 0.543 |
470
+ | mse_q1 | 0.479 |
471
+ | mse_q2 | 0.477 |
472
+ | mse_q3 | 0.478 |
473
+ | samples | 5.12e+04 |
474
+ | step | 1.6e+03 |
475
+ | sum | 4.89e+06 |
476
+ | sum_q0 | 5.37e+06 |
477
+ | sum_q1 | 4.74e+06 |
478
+ | sum_q2 | 4.72e+06 |
479
+ | sum_q3 | 4.73e+06 |
480
+ ----------------------------
481
+ 2025-09-06-12-50-53-509811 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
482
+ 2025-09-06-12-53-35-934475 interval
483
+ ----------------------------
484
+ | grad_norm | 2.54e+07 |
485
+ | lg_loss_scale | -8.23 |
486
+ | loss | 4.84e+06 |
487
+ | loss_q0 | 5.6e+06 |
488
+ | loss_q1 | 4.63e+06 |
489
+ | loss_q2 | 4.59e+06 |
490
+ | loss_q3 | 4.64e+06 |
491
+ | mse | 0.489 |
492
+ | mse_q0 | 0.566 |
493
+ | mse_q1 | 0.468 |
494
+ | mse_q2 | 0.464 |
495
+ | mse_q3 | 0.469 |
496
+ | samples | 5.76e+04 |
497
+ | step | 1.8e+03 |
498
+ | sum | 4.84e+06 |
499
+ | sum_q0 | 5.6e+06 |
500
+ | sum_q1 | 4.63e+06 |
501
+ | sum_q2 | 4.59e+06 |
502
+ | sum_q3 | 4.64e+06 |
503
+ ----------------------------
504
+ 2025-09-06-12-53-35-936293 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
505
+ 2025-09-06-12-56-20-108056 interval
506
+ ----------------------------
507
+ | grad_norm | 1.1e+07 |
508
+ | lg_loss_scale | -8.03 |
509
+ | loss | 4.44e+06 |
510
+ | loss_q0 | 4.81e+06 |
511
+ | loss_q1 | 4.33e+06 |
512
+ | loss_q2 | 4.32e+06 |
513
+ | loss_q3 | 4.31e+06 |
514
+ | mse | 0.449 |
515
+ | mse_q0 | 0.486 |
516
+ | mse_q1 | 0.437 |
517
+ | mse_q2 | 0.436 |
518
+ | mse_q3 | 0.436 |
519
+ | samples | 6.4e+04 |
520
+ | step | 2e+03 |
521
+ | sum | 4.44e+06 |
522
+ | sum_q0 | 4.81e+06 |
523
+ | sum_q1 | 4.33e+06 |
524
+ | sum_q2 | 4.32e+06 |
525
+ | sum_q3 | 4.31e+06 |
526
+ ----------------------------
527
+ 2025-09-06-12-56-20-109438 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
528
+ 2025-09-06-12-59-03-344926 interval
529
+ ----------------------------
530
+ | grad_norm | 1.06e+07 |
531
+ | lg_loss_scale | -7.83 |
532
+ | loss | 4.27e+06 |
533
+ | loss_q0 | 4.69e+06 |
534
+ | loss_q1 | 4.14e+06 |
535
+ | loss_q2 | 4.13e+06 |
536
+ | loss_q3 | 4.12e+06 |
537
+ | mse | 0.431 |
538
+ | mse_q0 | 0.474 |
539
+ | mse_q1 | 0.418 |
540
+ | mse_q2 | 0.417 |
541
+ | mse_q3 | 0.416 |
542
+ | samples | 7.04e+04 |
543
+ | step | 2.2e+03 |
544
+ | sum | 4.27e+06 |
545
+ | sum_q0 | 4.69e+06 |
546
+ | sum_q1 | 4.14e+06 |
547
+ | sum_q2 | 4.13e+06 |
548
+ | sum_q3 | 4.12e+06 |
549
+ ----------------------------
550
+ 2025-09-06-12-59-03-346109 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
551
+ 2025-09-06-13-01-48-682681 interval
552
+ ----------------------------
553
+ | grad_norm | 1.11e+07 |
554
+ | lg_loss_scale | -7.63 |
555
+ | loss | 4.11e+06 |
556
+ | loss_q0 | 4.56e+06 |
557
+ | loss_q1 | 3.96e+06 |
558
+ | loss_q2 | 3.95e+06 |
559
+ | loss_q3 | 3.95e+06 |
560
+ | mse | 0.415 |
561
+ | mse_q0 | 0.461 |
562
+ | mse_q1 | 0.4 |
563
+ | mse_q2 | 0.399 |
564
+ | mse_q3 | 0.399 |
565
+ | samples | 7.68e+04 |
566
+ | step | 2.4e+03 |
567
+ | sum | 4.11e+06 |
568
+ | sum_q0 | 4.56e+06 |
569
+ | sum_q1 | 3.96e+06 |
570
+ | sum_q2 | 3.95e+06 |
571
+ | sum_q3 | 3.95e+06 |
572
+ ----------------------------
573
+ 2025-09-06-13-01-48-683790 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
574
+ 2025-09-06-13-03-42-072275 Found NaN, decreased lg_loss_scale to -8.492000000000155
575
+ 2025-09-06-13-03-43-581803 Found NaN, decreased lg_loss_scale to -9.491000000000156
576
+ 2025-09-06-13-04-31-527478 interval
577
+ ----------------------------
578
+ | grad_norm | 2.32e+07 |
579
+ | lg_loss_scale | -9.43 |
580
+ | loss | 4.11e+06 |
581
+ | loss_q0 | 4.77e+06 |
582
+ | loss_q1 | 3.91e+06 |
583
+ | loss_q2 | 3.91e+06 |
584
+ | loss_q3 | 3.93e+06 |
585
+ | mse | 0.415 |
586
+ | mse_q0 | 0.482 |
587
+ | mse_q1 | 0.395 |
588
+ | mse_q2 | 0.395 |
589
+ | mse_q3 | 0.397 |
590
+ | samples | 8.32e+04 |
591
+ | step | 2.6e+03 |
592
+ | sum | 4.11e+06 |
593
+ | sum_q0 | 4.77e+06 |
594
+ | sum_q1 | 3.91e+06 |
595
+ | sum_q2 | 3.91e+06 |
596
+ | sum_q3 | 3.93e+06 |
597
+ ----------------------------
598
+ 2025-09-06-13-04-31-528758 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
599
+ 2025-09-06-13-07-15-872805 interval
600
+ ----------------------------
601
+ | grad_norm | 1.14e+07 |
602
+ | lg_loss_scale | -9.23 |
603
+ | loss | 3.81e+06 |
604
+ | loss_q0 | 4.16e+06 |
605
+ | loss_q1 | 3.7e+06 |
606
+ | loss_q2 | 3.69e+06 |
607
+ | loss_q3 | 3.69e+06 |
608
+ | mse | 0.385 |
609
+ | mse_q0 | 0.421 |
610
+ | mse_q1 | 0.374 |
611
+ | mse_q2 | 0.373 |
612
+ | mse_q3 | 0.373 |
613
+ | samples | 8.96e+04 |
614
+ | step | 2.8e+03 |
615
+ | sum | 3.81e+06 |
616
+ | sum_q0 | 4.16e+06 |
617
+ | sum_q1 | 3.7e+06 |
618
+ | sum_q2 | 3.69e+06 |
619
+ | sum_q3 | 3.69e+06 |
620
+ ----------------------------
621
+ 2025-09-06-13-07-15-874034 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
622
+ 2025-09-06-13-09-59-302247 interval
623
+ ----------------------------
624
+ | grad_norm | 1.22e+07 |
625
+ | lg_loss_scale | -9.03 |
626
+ | loss | 3.65e+06 |
627
+ | loss_q0 | 3.92e+06 |
628
+ | loss_q1 | 3.56e+06 |
629
+ | loss_q2 | 3.55e+06 |
630
+ | loss_q3 | 3.55e+06 |
631
+ | mse | 0.369 |
632
+ | mse_q0 | 0.396 |
633
+ | mse_q1 | 0.36 |
634
+ | mse_q2 | 0.359 |
635
+ | mse_q3 | 0.359 |
636
+ | samples | 9.6e+04 |
637
+ | step | 3e+03 |
638
+ | sum | 3.65e+06 |
639
+ | sum_q0 | 3.92e+06 |
640
+ | sum_q1 | 3.56e+06 |
641
+ | sum_q2 | 3.55e+06 |
642
+ | sum_q3 | 3.55e+06 |
643
+ ----------------------------
644
+ 2025-09-06-13-09-59-303403 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
645
+ 2025-09-06-13-12-43-989929 interval
646
+ ----------------------------
647
+ | grad_norm | 9.6e+06 |
648
+ | lg_loss_scale | -8.83 |
649
+ | loss | 3.57e+06 |
650
+ | loss_q0 | 3.97e+06 |
651
+ | loss_q1 | 3.44e+06 |
652
+ | loss_q2 | 3.44e+06 |
653
+ | loss_q3 | 3.44e+06 |
654
+ | mse | 0.36 |
655
+ | mse_q0 | 0.402 |
656
+ | mse_q1 | 0.348 |
657
+ | mse_q2 | 0.347 |
658
+ | mse_q3 | 0.347 |
659
+ | samples | 1.02e+05 |
660
+ | step | 3.2e+03 |
661
+ | sum | 3.57e+06 |
662
+ | sum_q0 | 3.97e+06 |
663
+ | sum_q1 | 3.44e+06 |
664
+ | sum_q2 | 3.44e+06 |
665
+ | sum_q3 | 3.44e+06 |
666
+ ----------------------------
667
+ 2025-09-06-13-12-43-991197 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
668
+ 2025-09-06-13-15-32-038578 interval
669
+ ----------------------------
670
+ | grad_norm | 1.08e+07 |
671
+ | lg_loss_scale | -8.63 |
672
+ | loss | 3.43e+06 |
673
+ | loss_q0 | 3.72e+06 |
674
+ | loss_q1 | 3.32e+06 |
675
+ | loss_q2 | 3.32e+06 |
676
+ | loss_q3 | 3.31e+06 |
677
+ | mse | 0.347 |
678
+ | mse_q0 | 0.376 |
679
+ | mse_q1 | 0.336 |
680
+ | mse_q2 | 0.335 |
681
+ | mse_q3 | 0.335 |
682
+ | samples | 1.09e+05 |
683
+ | step | 3.4e+03 |
684
+ | sum | 3.43e+06 |
685
+ | sum_q0 | 3.72e+06 |
686
+ | sum_q1 | 3.32e+06 |
687
+ | sum_q2 | 3.32e+06 |
688
+ | sum_q3 | 3.31e+06 |
689
+ ----------------------------
690
+ 2025-09-06-13-15-32-039546 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
691
+ 2025-09-06-13-18-16-233658 interval
692
+ ----------------------------
693
+ | grad_norm | 9.86e+06 |
694
+ | lg_loss_scale | -8.43 |
695
+ | loss | 3.33e+06 |
696
+ | loss_q0 | 3.66e+06 |
697
+ | loss_q1 | 3.22e+06 |
698
+ | loss_q2 | 3.21e+06 |
699
+ | loss_q3 | 3.21e+06 |
700
+ | mse | 0.336 |
701
+ | mse_q0 | 0.37 |
702
+ | mse_q1 | 0.325 |
703
+ | mse_q2 | 0.324 |
704
+ | mse_q3 | 0.325 |
705
+ | samples | 1.15e+05 |
706
+ | step | 3.6e+03 |
707
+ | sum | 3.33e+06 |
708
+ | sum_q0 | 3.66e+06 |
709
+ | sum_q1 | 3.22e+06 |
710
+ | sum_q2 | 3.21e+06 |
711
+ | sum_q3 | 3.21e+06 |
712
+ ----------------------------
713
+ 2025-09-06-13-18-16-234902 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
714
+ 2025-09-06-13-20-59-951192 interval
715
+ ----------------------------
716
+ | grad_norm | 1.18e+07 |
717
+ | lg_loss_scale | -8.23 |
718
+ | loss | 3.25e+06 |
719
+ | loss_q0 | 3.69e+06 |
720
+ | loss_q1 | 3.14e+06 |
721
+ | loss_q2 | 3.12e+06 |
722
+ | loss_q3 | 3.12e+06 |
723
+ | mse | 0.329 |
724
+ | mse_q0 | 0.373 |
725
+ | mse_q1 | 0.317 |
726
+ | mse_q2 | 0.316 |
727
+ | mse_q3 | 0.316 |
728
+ | samples | 1.22e+05 |
729
+ | step | 3.8e+03 |
730
+ | sum | 3.25e+06 |
731
+ | sum_q0 | 3.69e+06 |
732
+ | sum_q1 | 3.14e+06 |
733
+ | sum_q2 | 3.12e+06 |
734
+ | sum_q3 | 3.12e+06 |
735
+ ----------------------------
736
+ 2025-09-06-13-20-59-952374 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
737
+ 2025-09-06-13-22-08-152626 Found NaN, decreased lg_loss_scale to -9.1500000000009
738
+ 2025-09-06-13-23-44-288360 interval
739
+ ----------------------------
740
+ | grad_norm | 1.7e+07 |
741
+ | lg_loss_scale | -9.03 |
742
+ | loss | 3.29e+06 |
743
+ | loss_q0 | 3.76e+06 |
744
+ | loss_q1 | 3.14e+06 |
745
+ | loss_q2 | 3.15e+06 |
746
+ | loss_q3 | 3.11e+06 |
747
+ | mse | 0.332 |
748
+ | mse_q0 | 0.38 |
749
+ | mse_q1 | 0.318 |
750
+ | mse_q2 | 0.318 |
751
+ | mse_q3 | 0.315 |
752
+ | samples | 1.28e+05 |
753
+ | step | 4e+03 |
754
+ | sum | 3.29e+06 |
755
+ | sum_q0 | 3.76e+06 |
756
+ | sum_q1 | 3.14e+06 |
757
+ | sum_q2 | 3.15e+06 |
758
+ | sum_q3 | 3.11e+06 |
759
+ ----------------------------
760
+ 2025-09-06-13-23-44-289523 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
761
+ 2025-09-06-13-26-27-932698 interval
762
+ ----------------------------
763
+ | grad_norm | 9.12e+06 |
764
+ | lg_loss_scale | -8.83 |
765
+ | loss | 3.11e+06 |
766
+ | loss_q0 | 3.56e+06 |
767
+ | loss_q1 | 2.97e+06 |
768
+ | loss_q2 | 2.96e+06 |
769
+ | loss_q3 | 2.96e+06 |
770
+ | mse | 0.314 |
771
+ | mse_q0 | 0.359 |
772
+ | mse_q1 | 0.3 |
773
+ | mse_q2 | 0.299 |
774
+ | mse_q3 | 0.299 |
775
+ | samples | 1.34e+05 |
776
+ | step | 4.2e+03 |
777
+ | sum | 3.11e+06 |
778
+ | sum_q0 | 3.56e+06 |
779
+ | sum_q1 | 2.97e+06 |
780
+ | sum_q2 | 2.96e+06 |
781
+ | sum_q3 | 2.96e+06 |
782
+ ----------------------------
783
+ 2025-09-06-13-26-27-933659 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
784
+ 2025-09-06-13-29-12-682215 interval
785
+ ----------------------------
786
+ | grad_norm | 8.11e+06 |
787
+ | lg_loss_scale | -8.63 |
788
+ | loss | 3e+06 |
789
+ | loss_q0 | 3.34e+06 |
790
+ | loss_q1 | 2.9e+06 |
791
+ | loss_q2 | 2.89e+06 |
792
+ | loss_q3 | 2.88e+06 |
793
+ | mse | 0.304 |
794
+ | mse_q0 | 0.338 |
795
+ | mse_q1 | 0.293 |
796
+ | mse_q2 | 0.292 |
797
+ | mse_q3 | 0.291 |
798
+ | samples | 1.41e+05 |
799
+ | step | 4.4e+03 |
800
+ | sum | 3e+06 |
801
+ | sum_q0 | 3.34e+06 |
802
+ | sum_q1 | 2.9e+06 |
803
+ | sum_q2 | 2.89e+06 |
804
+ | sum_q3 | 2.88e+06 |
805
+ ----------------------------
806
+ 2025-09-06-13-29-12-683465 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
807
+ 2025-09-06-13-31-58-554189 interval
808
+ ----------------------------
809
+ | grad_norm | 8.99e+06 |
810
+ | lg_loss_scale | -8.43 |
811
+ | loss | 2.94e+06 |
812
+ | loss_q0 | 3.26e+06 |
813
+ | loss_q1 | 2.82e+06 |
814
+ | loss_q2 | 2.81e+06 |
815
+ | loss_q3 | 2.82e+06 |
816
+ | mse | 0.297 |
817
+ | mse_q0 | 0.329 |
818
+ | mse_q1 | 0.285 |
819
+ | mse_q2 | 0.284 |
820
+ | mse_q3 | 0.285 |
821
+ | samples | 1.47e+05 |
822
+ | step | 4.6e+03 |
823
+ | sum | 2.94e+06 |
824
+ | sum_q0 | 3.26e+06 |
825
+ | sum_q1 | 2.82e+06 |
826
+ | sum_q2 | 2.81e+06 |
827
+ | sum_q3 | 2.82e+06 |
828
+ ----------------------------
829
+ 2025-09-06-13-31-58-555257 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
830
+ 2025-09-06-13-34-42-640872 interval
831
+ ----------------------------
832
+ | grad_norm | 8.08e+06 |
833
+ | lg_loss_scale | -8.23 |
834
+ | loss | 2.86e+06 |
835
+ | loss_q0 | 3.21e+06 |
836
+ | loss_q1 | 2.76e+06 |
837
+ | loss_q2 | 2.74e+06 |
838
+ | loss_q3 | 2.75e+06 |
839
+ | mse | 0.289 |
840
+ | mse_q0 | 0.325 |
841
+ | mse_q1 | 0.279 |
842
+ | mse_q2 | 0.277 |
843
+ | mse_q3 | 0.278 |
844
+ | samples | 1.54e+05 |
845
+ | step | 4.8e+03 |
846
+ | sum | 2.86e+06 |
847
+ | sum_q0 | 3.21e+06 |
848
+ | sum_q1 | 2.76e+06 |
849
+ | sum_q2 | 2.74e+06 |
850
+ | sum_q3 | 2.75e+06 |
851
+ ----------------------------
852
+ 2025-09-06-13-34-42-642137 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
853
+ 2025-09-06-13-36-52-055569 Found NaN, decreased lg_loss_scale to -9.079000000001493
854
+ 2025-09-06-13-37-28-588179 interval
855
+ ----------------------------
856
+ | grad_norm | 9.35e+06 |
857
+ | lg_loss_scale | -9.03 |
858
+ | loss | 2.81e+06 |
859
+ | loss_q0 | 3.18e+06 |
860
+ | loss_q1 | 2.69e+06 |
861
+ | loss_q2 | 2.68e+06 |
862
+ | loss_q3 | 2.68e+06 |
863
+ | mse | 0.284 |
864
+ | mse_q0 | 0.321 |
865
+ | mse_q1 | 0.272 |
866
+ | mse_q2 | 0.271 |
867
+ | mse_q3 | 0.271 |
868
+ | samples | 1.6e+05 |
869
+ | step | 5e+03 |
870
+ | sum | 2.81e+06 |
871
+ | sum_q0 | 3.18e+06 |
872
+ | sum_q1 | 2.69e+06 |
873
+ | sum_q2 | 2.68e+06 |
874
+ | sum_q3 | 2.68e+06 |
875
+ ----------------------------
876
+ 2025-09-06-13-37-28-589258 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
877
+ 2025-09-06-13-37-28-589277 save model for checkpoint
878
+ 2025-09-06-13-40-17-593667 interval
879
+ ----------------------------
880
+ | grad_norm | 7.8e+06 |
881
+ | lg_loss_scale | -8.83 |
882
+ | loss | 2.73e+06 |
883
+ | loss_q0 | 3.08e+06 |
884
+ | loss_q1 | 2.63e+06 |
885
+ | loss_q2 | 2.62e+06 |
886
+ | loss_q3 | 2.62e+06 |
887
+ | mse | 0.276 |
888
+ | mse_q0 | 0.311 |
889
+ | mse_q1 | 0.265 |
890
+ | mse_q2 | 0.264 |
891
+ | mse_q3 | 0.264 |
892
+ | samples | 1.66e+05 |
893
+ | step | 5.2e+03 |
894
+ | sum | 2.73e+06 |
895
+ | sum_q0 | 3.08e+06 |
896
+ | sum_q1 | 2.63e+06 |
897
+ | sum_q2 | 2.62e+06 |
898
+ | sum_q3 | 2.62e+06 |
899
+ ----------------------------
900
+ 2025-09-06-13-40-17-594941 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
901
+ 2025-09-06-13-43-04-618667 interval
902
+ ----------------------------
903
+ | grad_norm | 7.26e+06 |
904
+ | lg_loss_scale | -8.63 |
905
+ | loss | 2.67e+06 |
906
+ | loss_q0 | 3.02e+06 |
907
+ | loss_q1 | 2.56e+06 |
908
+ | loss_q2 | 2.55e+06 |
909
+ | loss_q3 | 2.55e+06 |
910
+ | mse | 0.27 |
911
+ | mse_q0 | 0.305 |
912
+ | mse_q1 | 0.259 |
913
+ | mse_q2 | 0.258 |
914
+ | mse_q3 | 0.258 |
915
+ | samples | 1.73e+05 |
916
+ | step | 5.4e+03 |
917
+ | sum | 2.67e+06 |
918
+ | sum_q0 | 3.02e+06 |
919
+ | sum_q1 | 2.56e+06 |
920
+ | sum_q2 | 2.55e+06 |
921
+ | sum_q3 | 2.55e+06 |
922
+ ----------------------------
923
+ 2025-09-06-13-43-04-619896 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
924
+ 2025-09-06-13-45-55-157551 interval
925
+ ----------------------------
926
+ | grad_norm | 8.05e+06 |
927
+ | lg_loss_scale | -8.43 |
928
+ | loss | 2.6e+06 |
929
+ | loss_q0 | 2.9e+06 |
930
+ | loss_q1 | 2.51e+06 |
931
+ | loss_q2 | 2.5e+06 |
932
+ | loss_q3 | 2.5e+06 |
933
+ | mse | 0.263 |
934
+ | mse_q0 | 0.293 |
935
+ | mse_q1 | 0.254 |
936
+ | mse_q2 | 0.253 |
937
+ | mse_q3 | 0.252 |
938
+ | samples | 1.79e+05 |
939
+ | step | 5.6e+03 |
940
+ | sum | 2.6e+06 |
941
+ | sum_q0 | 2.9e+06 |
942
+ | sum_q1 | 2.51e+06 |
943
+ | sum_q2 | 2.5e+06 |
944
+ | sum_q3 | 2.5e+06 |
945
+ ----------------------------
946
+ 2025-09-06-13-45-55-158746 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
947
+ 2025-09-06-13-48-41-588759 interval
948
+ ----------------------------
949
+ | grad_norm | 1.03e+07 |
950
+ | lg_loss_scale | -8.23 |
951
+ | loss | 2.61e+06 |
952
+ | loss_q0 | 3e+06 |
953
+ | loss_q1 | 2.47e+06 |
954
+ | loss_q2 | 2.45e+06 |
955
+ | loss_q3 | 2.46e+06 |
956
+ | mse | 0.263 |
957
+ | mse_q0 | 0.304 |
958
+ | mse_q1 | 0.25 |
959
+ | mse_q2 | 0.248 |
960
+ | mse_q3 | 0.248 |
961
+ | samples | 1.86e+05 |
962
+ | step | 5.8e+03 |
963
+ | sum | 2.61e+06 |
964
+ | sum_q0 | 3e+06 |
965
+ | sum_q1 | 2.47e+06 |
966
+ | sum_q2 | 2.45e+06 |
967
+ | sum_q3 | 2.46e+06 |
968
+ ----------------------------
969
+ 2025-09-06-13-48-41-590095 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
970
+ 2025-09-06-13-51-26-490497 interval
971
+ ----------------------------
972
+ | grad_norm | 7.36e+06 |
973
+ | lg_loss_scale | -8.03 |
974
+ | loss | 2.52e+06 |
975
+ | loss_q0 | 2.89e+06 |
976
+ | loss_q1 | 2.41e+06 |
977
+ | loss_q2 | 2.4e+06 |
978
+ | loss_q3 | 2.4e+06 |
979
+ | mse | 0.255 |
980
+ | mse_q0 | 0.293 |
981
+ | mse_q1 | 0.244 |
982
+ | mse_q2 | 0.242 |
983
+ | mse_q3 | 0.242 |
984
+ | samples | 1.92e+05 |
985
+ | step | 6e+03 |
986
+ | sum | 2.52e+06 |
987
+ | sum_q0 | 2.89e+06 |
988
+ | sum_q1 | 2.41e+06 |
989
+ | sum_q2 | 2.4e+06 |
990
+ | sum_q3 | 2.4e+06 |
991
+ ----------------------------
992
+ 2025-09-06-13-51-26-491786 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
993
+ 2025-09-06-13-54-13-630828 interval
994
+ ----------------------------
995
+ | grad_norm | 8.06e+06 |
996
+ | lg_loss_scale | -7.83 |
997
+ | loss | 2.49e+06 |
998
+ | loss_q0 | 2.92e+06 |
999
+ | loss_q1 | 2.36e+06 |
1000
+ | loss_q2 | 2.35e+06 |
1001
+ | loss_q3 | 2.35e+06 |
1002
+ | mse | 0.251 |
1003
+ | mse_q0 | 0.295 |
1004
+ | mse_q1 | 0.239 |
1005
+ | mse_q2 | 0.237 |
1006
+ | mse_q3 | 0.237 |
1007
+ | samples | 1.98e+05 |
1008
+ | step | 6.2e+03 |
1009
+ | sum | 2.49e+06 |
1010
+ | sum_q0 | 2.92e+06 |
1011
+ | sum_q1 | 2.36e+06 |
1012
+ | sum_q2 | 2.35e+06 |
1013
+ | sum_q3 | 2.35e+06 |
1014
+ ----------------------------
1015
+ 2025-09-06-13-54-13-631965 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
1016
+ 2025-09-06-13-57-00-859871 interval
1017
+ ----------------------------
1018
+ | grad_norm | 6.44e+06 |
1019
+ | lg_loss_scale | -7.63 |
1020
+ | loss | 2.44e+06 |
1021
+ | loss_q0 | 2.82e+06 |
1022
+ | loss_q1 | 2.31e+06 |
1023
+ | loss_q2 | 2.3e+06 |
1024
+ | loss_q3 | 2.3e+06 |
1025
+ | mse | 0.246 |
1026
+ | mse_q0 | 0.285 |
1027
+ | mse_q1 | 0.234 |
1028
+ | mse_q2 | 0.232 |
1029
+ | mse_q3 | 0.233 |
1030
+ | samples | 2.05e+05 |
1031
+ | step | 6.4e+03 |
1032
+ | sum | 2.44e+06 |
1033
+ | sum_q0 | 2.82e+06 |
1034
+ | sum_q1 | 2.31e+06 |
1035
+ | sum_q2 | 2.3e+06 |
1036
+ | sum_q3 | 2.3e+06 |
1037
+ ----------------------------
1038
+ 2025-09-06-13-57-00-861023 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
1039
+ 2025-09-06-13-58-27-799154 Found NaN, decreased lg_loss_scale to -8.530000000001934
1040
+ 2025-09-06-13-59-48-001842 interval
1041
+ ----------------------------
1042
+ | grad_norm | 7.68e+06 |
1043
+ | lg_loss_scale | -8.44 |
1044
+ | loss | 2.41e+06 |
1045
+ | loss_q0 | 2.82e+06 |
1046
+ | loss_q1 | 2.28e+06 |
1047
+ | loss_q2 | 2.27e+06 |
1048
+ | loss_q3 | 2.26e+06 |
1049
+ | mse | 0.243 |
1050
+ | mse_q0 | 0.285 |
1051
+ | mse_q1 | 0.231 |
1052
+ | mse_q2 | 0.229 |
1053
+ | mse_q3 | 0.229 |
1054
+ | samples | 2.11e+05 |
1055
+ | step | 6.6e+03 |
1056
+ | sum | 2.41e+06 |
1057
+ | sum_q0 | 2.82e+06 |
1058
+ | sum_q1 | 2.28e+06 |
1059
+ | sum_q2 | 2.27e+06 |
1060
+ | sum_q3 | 2.26e+06 |
1061
+ ----------------------------
1062
+ 2025-09-06-13-59-48-003122 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
1063
+ 2025-09-06-14-02-35-562627 interval
1064
+ ----------------------------
1065
+ | grad_norm | 7.98e+06 |
1066
+ | lg_loss_scale | -8.24 |
1067
+ | loss | 2.33e+06 |
1068
+ | loss_q0 | 2.62e+06 |
1069
+ | loss_q1 | 2.25e+06 |
1070
+ | loss_q2 | 2.23e+06 |
1071
+ | loss_q3 | 2.23e+06 |
1072
+ | mse | 0.236 |
1073
+ | mse_q0 | 0.265 |
1074
+ | mse_q1 | 0.227 |
1075
+ | mse_q2 | 0.226 |
1076
+ | mse_q3 | 0.226 |
1077
+ | samples | 2.18e+05 |
1078
+ | step | 6.8e+03 |
1079
+ | sum | 2.33e+06 |
1080
+ | sum_q0 | 2.62e+06 |
1081
+ | sum_q1 | 2.25e+06 |
1082
+ | sum_q2 | 2.23e+06 |
1083
+ | sum_q3 | 2.23e+06 |
1084
+ ----------------------------
1085
+ 2025-09-06-14-02-35-563875 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
1086
+ 2025-09-06-14-05-23-339077 interval
1087
+ ----------------------------
1088
+ | grad_norm | 9.26e+06 |
1089
+ | lg_loss_scale | -8.04 |
1090
+ | loss | 2.32e+06 |
1091
+ | loss_q0 | 2.69e+06 |
1092
+ | loss_q1 | 2.22e+06 |
1093
+ | loss_q2 | 2.2e+06 |
1094
+ | loss_q3 | 2.21e+06 |
1095
+ | mse | 0.234 |
1096
+ | mse_q0 | 0.272 |
1097
+ | mse_q1 | 0.224 |
1098
+ | mse_q2 | 0.223 |
1099
+ | mse_q3 | 0.223 |
1100
+ | samples | 2.24e+05 |
1101
+ | step | 7e+03 |
1102
+ | sum | 2.32e+06 |
1103
+ | sum_q0 | 2.69e+06 |
1104
+ | sum_q1 | 2.22e+06 |
1105
+ | sum_q2 | 2.2e+06 |
1106
+ | sum_q3 | 2.21e+06 |
1107
+ ----------------------------
1108
+ 2025-09-06-14-05-23-340069 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
1109
+ 2025-09-06-14-08-12-150698 interval
1110
+ ----------------------------
1111
+ | grad_norm | 6.21e+06 |
1112
+ | lg_loss_scale | -7.84 |
1113
+ | loss | 2.27e+06 |
1114
+ | loss_q0 | 2.57e+06 |
1115
+ | loss_q1 | 2.17e+06 |
1116
+ | loss_q2 | 2.16e+06 |
1117
+ | loss_q3 | 2.16e+06 |
1118
+ | mse | 0.229 |
1119
+ | mse_q0 | 0.26 |
1120
+ | mse_q1 | 0.22 |
1121
+ | mse_q2 | 0.218 |
1122
+ | mse_q3 | 0.219 |
1123
+ | samples | 2.3e+05 |
1124
+ | step | 7.2e+03 |
1125
+ | sum | 2.27e+06 |
1126
+ | sum_q0 | 2.57e+06 |
1127
+ | sum_q1 | 2.17e+06 |
1128
+ | sum_q2 | 2.16e+06 |
1129
+ | sum_q3 | 2.16e+06 |
1130
+ ----------------------------
1131
+ 2025-09-06-14-08-12-151938 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
1132
+ 2025-09-06-14-10-57-672821 interval
1133
+ ----------------------------
1134
+ | grad_norm | 5.64e+06 |
1135
+ | lg_loss_scale | -7.64 |
1136
+ | loss | 2.23e+06 |
1137
+ | loss_q0 | 2.49e+06 |
1138
+ | loss_q1 | 2.15e+06 |
1139
+ | loss_q2 | 2.14e+06 |
1140
+ | loss_q3 | 2.14e+06 |
1141
+ | mse | 0.225 |
1142
+ | mse_q0 | 0.251 |
1143
+ | mse_q1 | 0.217 |
1144
+ | mse_q2 | 0.216 |
1145
+ | mse_q3 | 0.216 |
1146
+ | samples | 2.37e+05 |
1147
+ | step | 7.4e+03 |
1148
+ | sum | 2.23e+06 |
1149
+ | sum_q0 | 2.49e+06 |
1150
+ | sum_q1 | 2.15e+06 |
1151
+ | sum_q2 | 2.14e+06 |
1152
+ | sum_q3 | 2.14e+06 |
1153
+ ----------------------------
1154
+ 2025-09-06-14-10-57-673924 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
1155
+ 2025-09-06-14-13-42-275070 interval
1156
+ ----------------------------
1157
+ | grad_norm | 5.91e+06 |
1158
+ | lg_loss_scale | -7.44 |
1159
+ | loss | 2.21e+06 |
1160
+ | loss_q0 | 2.49e+06 |
1161
+ | loss_q1 | 2.12e+06 |
1162
+ | loss_q2 | 2.11e+06 |
1163
+ | loss_q3 | 2.11e+06 |
1164
+ | mse | 0.223 |
1165
+ | mse_q0 | 0.252 |
1166
+ | mse_q1 | 0.214 |
1167
+ | mse_q2 | 0.213 |
1168
+ | mse_q3 | 0.213 |
1169
+ | samples | 2.43e+05 |
1170
+ | step | 7.6e+03 |
1171
+ | sum | 2.21e+06 |
1172
+ | sum_q0 | 2.49e+06 |
1173
+ | sum_q1 | 2.12e+06 |
1174
+ | sum_q2 | 2.11e+06 |
1175
+ | sum_q3 | 2.11e+06 |
1176
+ ----------------------------
1177
+ 2025-09-06-14-13-42-276088 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
1178
+ 2025-09-06-14-15-28-639387 Found NaN, decreased lg_loss_scale to -8.307000000001995
1179
+ 2025-09-06-14-16-27-146037 interval
1180
+ ----------------------------
1181
+ | grad_norm | 6.92e+06 |
1182
+ | lg_loss_scale | -8.24 |
1183
+ | loss | 2.2e+06 |
1184
+ | loss_q0 | 2.5e+06 |
1185
+ | loss_q1 | 2.1e+06 |
1186
+ | loss_q2 | 2.09e+06 |
1187
+ | loss_q3 | 2.09e+06 |
1188
+ | mse | 0.223 |
1189
+ | mse_q0 | 0.253 |
1190
+ | mse_q1 | 0.212 |
1191
+ | mse_q2 | 0.211 |
1192
+ | mse_q3 | 0.211 |
1193
+ | samples | 2.5e+05 |
1194
+ | step | 7.8e+03 |
1195
+ | sum | 2.2e+06 |
1196
+ | sum_q0 | 2.5e+06 |
1197
+ | sum_q1 | 2.1e+06 |
1198
+ | sum_q2 | 2.09e+06 |
1199
+ | sum_q3 | 2.09e+06 |
1200
+ ----------------------------
1201
+ 2025-09-06-14-16-27-147423 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
1202
+ 2025-09-06-14-19-11-458194 interval
1203
+ ----------------------------
1204
+ | grad_norm | 5.5e+06 |
1205
+ | lg_loss_scale | -8.04 |
1206
+ | loss | 2.16e+06 |
1207
+ | loss_q0 | 2.48e+06 |
1208
+ | loss_q1 | 2.08e+06 |
1209
+ | loss_q2 | 2.06e+06 |
1210
+ | loss_q3 | 2.06e+06 |
1211
+ | mse | 0.218 |
1212
+ | mse_q0 | 0.251 |
1213
+ | mse_q1 | 0.21 |
1214
+ | mse_q2 | 0.209 |
1215
+ | mse_q3 | 0.208 |
1216
+ | samples | 2.56e+05 |
1217
+ | step | 8e+03 |
1218
+ | sum | 2.16e+06 |
1219
+ | sum_q0 | 2.48e+06 |
1220
+ | sum_q1 | 2.08e+06 |
1221
+ | sum_q2 | 2.06e+06 |
1222
+ | sum_q3 | 2.06e+06 |
1223
+ ----------------------------
1224
+ 2025-09-06-14-19-11-459650 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
1225
+ 2025-09-06-14-21-55-435898 interval
1226
+ ----------------------------
1227
+ | grad_norm | 5.33e+06 |
1228
+ | lg_loss_scale | -7.84 |
1229
+ | loss | 2.16e+06 |
1230
+ | loss_q0 | 2.48e+06 |
1231
+ | loss_q1 | 2.05e+06 |
1232
+ | loss_q2 | 2.04e+06 |
1233
+ | loss_q3 | 2.04e+06 |
1234
+ | mse | 0.218 |
1235
+ | mse_q0 | 0.25 |
1236
+ | mse_q1 | 0.208 |
1237
+ | mse_q2 | 0.206 |
1238
+ | mse_q3 | 0.206 |
1239
+ | samples | 2.62e+05 |
1240
+ | step | 8.2e+03 |
1241
+ | sum | 2.16e+06 |
1242
+ | sum_q0 | 2.48e+06 |
1243
+ | sum_q1 | 2.05e+06 |
1244
+ | sum_q2 | 2.04e+06 |
1245
+ | sum_q3 | 2.04e+06 |
1246
+ ----------------------------
1247
+ 2025-09-06-14-21-55-437131 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
1248
+ 2025-09-06-14-24-38-934953 interval
1249
+ ----------------------------
1250
+ | grad_norm | 5.78e+06 |
1251
+ | lg_loss_scale | -7.64 |
1252
+ | loss | 2.15e+06 |
1253
+ | loss_q0 | 2.47e+06 |
1254
+ | loss_q1 | 2.04e+06 |
1255
+ | loss_q2 | 2.03e+06 |
1256
+ | loss_q3 | 2.03e+06 |
1257
+ | mse | 0.217 |
1258
+ | mse_q0 | 0.249 |
1259
+ | mse_q1 | 0.206 |
1260
+ | mse_q2 | 0.205 |
1261
+ | mse_q3 | 0.205 |
1262
+ | samples | 2.69e+05 |
1263
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1264
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1265
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1266
+ | sum_q1 | 2.04e+06 |
1267
+ | sum_q2 | 2.03e+06 |
1268
+ | sum_q3 | 2.03e+06 |
1269
+ ----------------------------
1270
+ 2025-09-06-14-24-38-936140 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
1271
+ 2025-09-06-14-26-57-178855 Found NaN, decreased lg_loss_scale to -8.469000000001987
1272
+ 2025-09-06-14-27-23-433281 interval
1273
+ ----------------------------
1274
+ | grad_norm | 5.38e+06 |
1275
+ | lg_loss_scale | -8.44 |
1276
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1277
+ | loss_q0 | 2.46e+06 |
1278
+ | loss_q1 | 2.02e+06 |
1279
+ | loss_q2 | 2.01e+06 |
1280
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1281
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1282
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1283
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1284
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1285
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1286
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1287
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1288
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1289
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1290
+ | sum_q1 | 2.02e+06 |
1291
+ | sum_q2 | 2.01e+06 |
1292
+ | sum_q3 | 2.01e+06 |
1293
+ ----------------------------
1294
+ 2025-09-06-14-27-23-433940 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
1295
+ 2025-09-06-14-30-09-098362 interval
1296
+ ----------------------------
1297
+ | grad_norm | 6.45e+06 |
1298
+ | lg_loss_scale | -8.24 |
1299
+ | loss | 2.13e+06 |
1300
+ | loss_q0 | 2.48e+06 |
1301
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1302
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1303
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1304
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1305
+ | mse_q0 | 0.25 |
1306
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1307
+ | mse_q2 | 0.202 |
1308
+ | mse_q3 | 0.202 |
1309
+ | samples | 2.82e+05 |
1310
+ | step | 8.8e+03 |
1311
+ | sum | 2.13e+06 |
1312
+ | sum_q0 | 2.48e+06 |
1313
+ | sum_q1 | 2.01e+06 |
1314
+ | sum_q2 | 2e+06 |
1315
+ | sum_q3 | 2e+06 |
1316
+ ----------------------------
1317
+ 2025-09-06-14-30-09-099347 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
1318
+ 2025-09-06-14-32-53-790868 interval
1319
+ ----------------------------
1320
+ | grad_norm | 5.2e+06 |
1321
+ | lg_loss_scale | -8.04 |
1322
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1323
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1324
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1325
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1326
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1327
+ | mse | 0.211 |
1328
+ | mse_q0 | 0.248 |
1329
+ | mse_q1 | 0.202 |
1330
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1331
+ | mse_q3 | 0.2 |
1332
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1333
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1334
+ | sum | 2.09e+06 |
1335
+ | sum_q0 | 2.45e+06 |
1336
+ | sum_q1 | 2e+06 |
1337
+ | sum_q2 | 1.99e+06 |
1338
+ | sum_q3 | 1.98e+06 |
1339
+ ----------------------------
1340
+ 2025-09-06-14-32-53-791872 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
1341
+ 2025-09-06-14-33-35-273327 Found NaN, decreased lg_loss_scale to -8.988000000002243
1342
+ 2025-09-06-14-35-39-172455 interval
1343
+ ----------------------------
1344
+ | grad_norm | 2.87e+07 |
1345
+ | lg_loss_scale | -8.84 |
1346
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1347
+ | loss_q0 | 3.68e+06 |
1348
+ | loss_q1 | 2.53e+06 |
1349
+ | loss_q2 | 2.54e+06 |
1350
+ | loss_q3 | 2.45e+06 |
1351
+ | mse | 0.283 |
1352
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1353
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1354
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1355
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1356
+ | samples | 2.94e+05 |
1357
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1358
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1359
+ | sum_q0 | 3.68e+06 |
1360
+ | sum_q1 | 2.53e+06 |
1361
+ | sum_q2 | 2.54e+06 |
1362
+ | sum_q3 | 2.45e+06 |
1363
+ ----------------------------
1364
+ 2025-09-06-14-35-39-173680 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
1365
+ 2025-09-06-14-38-24-065101 interval
1366
+ ----------------------------
1367
+ | grad_norm | 7.43e+06 |
1368
+ | lg_loss_scale | -8.64 |
1369
+ | loss | 2.18e+06 |
1370
+ | loss_q0 | 2.55e+06 |
1371
+ | loss_q1 | 2.06e+06 |
1372
+ | loss_q2 | 2.04e+06 |
1373
+ | loss_q3 | 2.04e+06 |
1374
+ | mse | 0.221 |
1375
+ | mse_q0 | 0.258 |
1376
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1377
+ | mse_q2 | 0.207 |
1378
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1379
+ | samples | 3.01e+05 |
1380
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1381
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1382
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1383
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1384
+ | sum_q2 | 2.04e+06 |
1385
+ | sum_q3 | 2.04e+06 |
1386
+ ----------------------------
1387
+ 2025-09-06-14-38-24-066303 class train lr 0.0001, expansion False, rrdb blocks 10 gpus 8
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