diff --git "a/log_rank0.txt" "b/log_rank0.txt" new file mode 100644--- /dev/null +++ "b/log_rank0.txt" @@ -0,0 +1,4870 @@ +[2025-12-24 22:38:57 geometry_finetune_default] (train_geometry_finetune.py 453): INFO Config: +AMP_ENABLE: True +BASE: ['base_geometry_finetune.yaml'] +DATA: + BATCH_SIZE: 8 + BOX_JITTER: True + DATASET: sa1b + DATA_PATH: data/SA-1B-1P + DEBUG: False + FILTER_BY_AREA: [None, None] + IMG_SIZE: 1008 + INTERPOLATION: bicubic + LOAD_GT_MASK: False + MASK_NMS: 0.8 + MAX_PROMPTS_PER_IMAGE: 16 + MEAN: [123.675, 116.28, 103.53] + NUM_SAMPLES: -1 + NUM_WORKERS: 8 + PIN_MEMORY: True + SORT_BY_AREA: True + STD: [58.395, 57.12, 57.375] +DISTILL: + EMBEDDING_LOSS_WEIGHT: 1.0 + EMBED_DIM: 1024 + EMBED_SIZE: 72 + ENABLED: True + IOU_LOSS_WEIGHT: 0.5 + MASK_BCE_WEIGHT: 1.0 + MASK_DICE_WEIGHT: 1.0 + MASK_FOCAL_WEIGHT: 0.0 + MAX_PROMPTS: 16 + NO_RAND: False + NUM_EMBED: 5184 + TEACHER_EMBED_PATH: output/stage1_teacher_1P/embeddings + TEMPERATURE: 1.0 + USE_BOX_PROMPTS: True + USE_POINT_PROMPTS: True + USE_SAVED_EMBEDDINGS: True +EVAL_MODE: False +LOCAL_RANK: 0 +MODEL: + BACKBONE: repvit_m1_1 + NAME: ES-RV-M-GeometryFinetune + PRETRAINED: output/efficient_sam3_repvit_m.pt + RESUME: + SAM3_CHECKPOINT: sam3_checkpoints/sam3.pt + TYPE: efficient_sam3 +OUTPUT: output_geometry_finetune/es_rv_m +PRINT_FREQ: 10 +SAVE_FREQ: 5 +SEED: 0 +TAG: default +THROUGHPUT_MODE: False +TRAIN: + ACCUMULATION_STEPS: 8 + AUTO_RESUME: True + BASE_LR: 5e-05 + CLIP_GRAD: 1.0 + EPOCHS: 30 + EVAL_BN_WHEN_TRAINING: False + FIND_UNUSED_PARAMETERS: False + LAYER_LR_DECAY: 1.0 + LR_SCHEDULER: + DECAY_EPOCHS: 20 + DECAY_RATE: 0.1 + NAME: cosine + MIN_LR: 1e-06 + OPTIMIZER: + BETAS: (0.9, 0.999) + EPS: 1e-08 + MOMENTUM: 0.9 + NAME: adamw + START_EPOCH: 0 + USE_CHECKPOINT: False + WARMUP_EPOCHS: 2 + WARMUP_LR: 1e-07 + WEIGHT_DECAY: 0.01 +[2025-12-24 22:38:57 geometry_finetune_default] (train_geometry_finetune.py 124): INFO Building data loaders... +[2025-12-24 22:38:58 geometry_finetune_default] (train_geometry_finetune.py 126): INFO Training samples: 100674 +[2025-12-24 22:38:58 geometry_finetune_default] (train_geometry_finetune.py 129): INFO Building model (DUAL-PATH: embedding + mask distillation)... +[2025-12-24 22:39:08 geometry_finetune_default] (model.py 541): INFO Loading Stage 1 weights from: output/efficient_sam3_repvit_m.pt +[2025-12-24 22:39:20 geometry_finetune_default] (model.py 582): INFO Loaded 653 keys into student_trunk +[2025-12-24 22:39:20 geometry_finetune_default] (model.py 583): INFO Missing keys: 1248 +[2025-12-24 22:39:20 geometry_finetune_default] (model.py 585): INFO First few missing: ['sam3.backbone.vision_backbone.trunk.pos_embed', 'sam3.backbone.vision_backbone.trunk.patch_embed.proj.weight', 'sam3.backbone.vision_backbone.trunk.blocks.0.norm1.weight'] +[2025-12-24 22:39:20 geometry_finetune_default] (model.py 586): INFO Unexpected keys: 0 +[2025-12-24 22:39:22 geometry_finetune_default] (train_geometry_finetune.py 157): INFO Trainable parameters: 17.74M +[2025-12-24 22:39:22 geometry_finetune_default] (train_geometry_finetune.py 191): INFO Starting training... +[2025-12-24 22:41:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][0/1573] eta 2 days, 0:13:24 lr 0.000000 time 110.3651 (110.3651) loss 1332.9799 (1332.9799) grad_norm 0.0000 (0.0000) embed_mse 1330.7375 (1330.7375) mask_bce 1.2559 (1.2559) mask_dice 0.9863 (0.9863) mem 21940MB +[2025-12-24 22:41:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][10/1573] eta 4:56:17 lr 0.000000 time 0.4297 (11.3739) loss 1253.8903 (1324.1242) grad_norm nan (nan) embed_mse 1252.0326 (1322.1891) mask_bce 0.8719 (0.9530) mask_dice 0.9858 (0.9822) mem 21940MB +[2025-12-24 22:42:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][20/1573] eta 3:24:09 lr 0.000000 time 0.4109 (7.8877) loss 1250.3873 (1310.0698) grad_norm nan (nan) embed_mse 1248.6495 (1308.1656) mask_bce 0.7506 (0.9234) mask_dice 0.9872 (0.9807) mem 21940MB +[2025-12-24 22:42:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][30/1573] eta 2:50:28 lr 0.000000 time 0.4101 (6.6293) loss 1280.8187 (1312.3693) grad_norm nan (nan) embed_mse 1278.9294 (1310.4787) mask_bce 0.8965 (0.9076) mask_dice 0.9928 (0.9829) mem 21940MB +[2025-12-24 22:44:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][40/1573] eta 2:55:51 lr 0.000001 time 17.6011 (6.8827) loss 1259.2750 (1316.6477) grad_norm nan (nan) embed_mse 1257.3706 (1314.7521) mask_bce 0.9119 (0.9113) mask_dice 0.9925 (0.9843) mem 21940MB +[2025-12-24 22:44:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][50/1573] eta 2:42:07 lr 0.000001 time 0.4110 (6.3869) loss 1375.5349 (1317.7456) grad_norm nan (nan) embed_mse 1373.6721 (1315.8385) mask_bce 0.8816 (0.9222) mask_dice 0.9812 (0.9848) mem 21940MB +[2025-12-24 22:46:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][60/1573] eta 2:46:56 lr 0.000001 time 31.6429 (6.6205) loss 1350.4980 (1317.7526) grad_norm nan (nan) embed_mse 1348.4147 (1315.8580) mask_bce 1.1004 (0.9100) mask_dice 0.9829 (0.9846) mem 21940MB +[2025-12-24 22:46:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][70/1573] eta 2:38:15 lr 0.000001 time 0.4083 (6.3176) loss 1294.6880 (1316.0638) grad_norm 331.3277 (nan) embed_mse 1292.5260 (1314.1744) mask_bce 1.1704 (0.9050) mask_dice 0.9916 (0.9844) mem 21940MB +[2025-12-24 22:47:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][80/1573] eta 2:33:08 lr 0.000001 time 0.4082 (6.1547) loss 1317.9010 (1317.0913) grad_norm 206.6664 (nan) embed_mse 1315.6543 (1315.2128) mask_bce 1.2592 (0.8947) mask_dice 0.9874 (0.9838) mem 21940MB +[2025-12-24 22:48:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][90/1573] eta 2:30:36 lr 0.000001 time 6.7142 (6.0932) loss 1282.4244 (1319.5207) grad_norm 283.9909 (nan) embed_mse 1280.9662 (1317.6551) mask_bce 0.4903 (0.8819) mask_dice 0.9680 (0.9838) mem 21940MB +[2025-12-24 22:49:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][100/1573] eta 2:34:29 lr 0.000002 time 31.4052 (6.2930) loss 1281.2120 (1318.8780) grad_norm 265.5027 (nan) embed_mse 1279.4471 (1317.0179) mask_bce 0.7840 (0.8764) mask_dice 0.9810 (0.9838) mem 21940MB +[2025-12-24 22:50:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][110/1573] eta 2:29:35 lr 0.000002 time 0.4089 (6.1353) loss 1311.2125 (1320.0752) grad_norm 183.1492 (nan) embed_mse 1309.4249 (1318.2252) mask_bce 0.7998 (0.8669) mask_dice 0.9878 (0.9831) mem 21940MB +[2025-12-24 22:51:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][120/1573] eta 2:26:15 lr 0.000002 time 0.4108 (6.0393) loss 1315.5651 (1320.3575) grad_norm 194.0996 (nan) embed_mse 1313.7684 (1318.5161) mask_bce 0.8218 (0.8587) mask_dice 0.9748 (0.9827) mem 21940MB +[2025-12-24 22:52:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][130/1573] eta 2:24:49 lr 0.000002 time 0.4091 (6.0218) loss 1351.6616 (1319.7835) grad_norm 294.9281 (nan) embed_mse 1349.9341 (1317.9457) mask_bce 0.7383 (0.8554) mask_dice 0.9893 (0.9824) mem 21940MB +[2025-12-24 22:53:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][140/1573] eta 2:24:59 lr 0.000002 time 19.7502 (6.0705) loss 1333.6201 (1319.2450) grad_norm 324.9474 (nan) embed_mse 1331.9049 (1317.4220) mask_bce 0.7588 (0.8410) mask_dice 0.9564 (0.9820) mem 21940MB +[2025-12-24 22:54:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][150/1573] eta 2:22:19 lr 0.000002 time 0.4076 (6.0013) loss 1318.1403 (1320.3026) grad_norm 157.5655 (nan) embed_mse 1316.5358 (1318.4896) mask_bce 0.6268 (0.8314) mask_dice 0.9777 (0.9816) mem 21940MB +[2025-12-24 22:55:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][160/1573] eta 2:22:11 lr 0.000003 time 0.4092 (6.0380) loss 1307.6305 (1319.8489) grad_norm 185.3867 (nan) embed_mse 1306.0000 (1318.0468) mask_bce 0.6639 (0.8211) mask_dice 0.9666 (0.9811) mem 21940MB +[2025-12-24 22:56:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][170/1573] eta 2:19:25 lr 0.000003 time 0.4079 (5.9626) loss 1310.6810 (1319.0432) grad_norm 243.8360 (nan) embed_mse 1309.0599 (1317.2536) mask_bce 0.6822 (0.8099) mask_dice 0.9389 (0.9797) mem 21940MB +[2025-12-24 22:57:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][180/1573] eta 2:20:31 lr 0.000003 time 28.4127 (6.0527) loss 1314.5109 (1318.7946) grad_norm 269.1949 (nan) embed_mse 1313.1411 (1317.0219) mask_bce 0.4126 (0.7943) mask_dice 0.9572 (0.9784) mem 21940MB +[2025-12-24 22:58:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][190/1573] eta 2:18:23 lr 0.000003 time 2.4814 (6.0038) loss 1253.6765 (1319.0023) grad_norm 279.2509 (nan) embed_mse 1252.0669 (1317.2431) mask_bce 0.6542 (0.7817) mask_dice 0.9555 (0.9774) mem 21940MB +[2025-12-24 22:59:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][200/1573] eta 2:18:45 lr 0.000003 time 0.4097 (6.0638) loss 1360.5681 (1318.3319) grad_norm 190.3574 (nan) embed_mse 1359.1300 (1316.5882) mask_bce 0.5152 (0.7679) mask_dice 0.9229 (0.9758) mem 21940MB +[2025-12-24 23:00:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][210/1573] eta 2:16:58 lr 0.000003 time 0.4105 (6.0300) loss 1298.1868 (1317.4213) grad_norm 296.9821 (nan) embed_mse 1296.7716 (1315.6934) mask_bce 0.4591 (0.7537) mask_dice 0.9561 (0.9741) mem 21940MB +[2025-12-24 23:01:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][220/1573] eta 2:16:56 lr 0.000003 time 25.8972 (6.0727) loss 1312.8552 (1316.5430) grad_norm 205.0798 (nan) embed_mse 1311.3466 (1314.8313) mask_bce 0.5551 (0.7390) mask_dice 0.9536 (0.9726) mem 21940MB +[2025-12-24 23:02:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][230/1573] eta 2:15:13 lr 0.000004 time 0.4092 (6.0410) loss 1317.1227 (1317.1741) grad_norm 207.6391 (nan) embed_mse 1315.7939 (1315.4757) mask_bce 0.3810 (0.7276) mask_dice 0.9477 (0.9709) mem 21940MB +[2025-12-24 23:03:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][240/1573] eta 2:14:04 lr 0.000004 time 0.4070 (6.0348) loss 1331.5465 (1317.5109) grad_norm 194.3973 (nan) embed_mse 1330.2764 (1315.8243) mask_bce 0.3424 (0.7177) mask_dice 0.9278 (0.9689) mem 21940MB +[2025-12-24 23:04:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][250/1573] eta 2:12:23 lr 0.000004 time 0.4067 (6.0039) loss 1282.7467 (1317.3036) grad_norm 279.4804 (nan) embed_mse 1281.5857 (1315.6317) mask_bce 0.2364 (0.7054) mask_dice 0.9246 (0.9666) mem 21940MB +[2025-12-24 23:05:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][260/1573] eta 2:12:18 lr 0.000004 time 22.0523 (6.0459) loss 1283.8400 (1316.7968) grad_norm 245.9243 (nan) embed_mse 1282.5858 (1315.1382) mask_bce 0.3192 (0.6943) mask_dice 0.9349 (0.9642) mem 21940MB +[2025-12-24 23:06:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][270/1573] eta 2:09:58 lr 0.000004 time 0.4097 (5.9850) loss 1371.4349 (1316.5446) grad_norm 192.2279 (nan) embed_mse 1369.9962 (1314.8985) mask_bce 0.5320 (0.6840) mask_dice 0.9067 (0.9621) mem 21940MB +[2025-12-24 23:07:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][280/1573] eta 2:10:17 lr 0.000004 time 0.4072 (6.0459) loss 1316.7491 (1316.2407) grad_norm 452.2726 (nan) embed_mse 1315.4463 (1314.6059) mask_bce 0.4047 (0.6751) mask_dice 0.8982 (0.9597) mem 21940MB +[2025-12-24 23:08:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][290/1573] eta 2:07:40 lr 0.000005 time 0.4162 (5.9704) loss 1238.2782 (1315.4415) grad_norm 164.1585 (nan) embed_mse 1236.9772 (1313.8195) mask_bce 0.3953 (0.6645) mask_dice 0.9058 (0.9574) mem 21940MB +[2025-12-24 23:09:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][300/1573] eta 2:07:01 lr 0.000005 time 18.0339 (5.9869) loss 1286.7083 (1315.2437) grad_norm 339.7530 (nan) embed_mse 1285.5109 (1313.6340) mask_bce 0.3055 (0.6544) mask_dice 0.8919 (0.9553) mem 21940MB +[2025-12-24 23:10:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][310/1573] eta 2:05:07 lr 0.000005 time 0.4095 (5.9443) loss 1303.9667 (1315.2569) grad_norm 250.2262 (nan) embed_mse 1302.7748 (1313.6584) mask_bce 0.2868 (0.6452) mask_dice 0.9051 (0.9533) mem 21940MB +[2025-12-24 23:11:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][320/1573] eta 2:05:51 lr 0.000005 time 0.4078 (6.0264) loss 1321.1327 (1315.3364) grad_norm 219.0071 (nan) embed_mse 1319.8170 (1313.7481) mask_bce 0.4278 (0.6369) mask_dice 0.8878 (0.9514) mem 21940MB +[2025-12-24 23:12:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][330/1573] eta 2:03:43 lr 0.000005 time 0.4107 (5.9722) loss 1388.3896 (1315.1033) grad_norm 240.3085 (nan) embed_mse 1387.2177 (1313.5259) mask_bce 0.2674 (0.6279) mask_dice 0.9045 (0.9494) mem 21940MB +[2025-12-24 23:12:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][340/1573] eta 2:01:10 lr 0.000005 time 0.4102 (5.8967) loss 1301.5593 (1314.5404) grad_norm 220.6602 (nan) embed_mse 1300.2562 (1312.9718) mask_bce 0.4031 (0.6209) mask_dice 0.9001 (0.9477) mem 21940MB +[2025-12-24 23:13:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][350/1573] eta 2:00:06 lr 0.000005 time 0.4099 (5.8929) loss 1310.7638 (1315.0891) grad_norm 264.2864 (nan) embed_mse 1309.5536 (1313.5299) mask_bce 0.3049 (0.6131) mask_dice 0.9053 (0.9460) mem 21940MB +[2025-12-24 23:15:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][360/1573] eta 2:00:46 lr 0.000006 time 0.4105 (5.9741) loss 1272.2072 (1314.4168) grad_norm 243.9333 (nan) embed_mse 1270.9673 (1312.8674) mask_bce 0.3591 (0.6050) mask_dice 0.8809 (0.9444) mem 21940MB +[2025-12-24 23:15:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][370/1573] eta 1:58:30 lr 0.000006 time 0.4090 (5.9107) loss 1270.0996 (1314.0920) grad_norm 206.0130 (nan) embed_mse 1268.9072 (1312.5518) mask_bce 0.3055 (0.5974) mask_dice 0.8868 (0.9427) mem 21940MB +[2025-12-24 23:16:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][380/1573] eta 1:57:08 lr 0.000006 time 0.4110 (5.8911) loss 1307.5195 (1314.5744) grad_norm 184.0532 (nan) embed_mse 1306.1759 (1313.0421) mask_bce 0.4626 (0.5910) mask_dice 0.8810 (0.9413) mem 21940MB +[2025-12-24 23:17:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][390/1573] eta 1:55:35 lr 0.000006 time 0.4107 (5.8630) loss 1346.2247 (1314.4920) grad_norm 225.3555 (nan) embed_mse 1345.0105 (1312.9672) mask_bce 0.3346 (0.5849) mask_dice 0.8796 (0.9399) mem 21940MB +[2025-12-24 23:19:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][400/1573] eta 1:56:03 lr 0.000006 time 0.4120 (5.9364) loss 1343.8069 (1314.7227) grad_norm 210.1158 (nan) embed_mse 1342.5137 (1313.2052) mask_bce 0.4256 (0.5790) mask_dice 0.8676 (0.9384) mem 21940MB +[2025-12-24 23:19:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][410/1573] eta 1:54:06 lr 0.000006 time 0.4117 (5.8872) loss 1274.4474 (1314.0890) grad_norm 220.1203 (nan) embed_mse 1273.2579 (1312.5786) mask_bce 0.3199 (0.5735) mask_dice 0.8695 (0.9369) mem 21940MB +[2025-12-24 23:20:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][420/1573] eta 1:52:36 lr 0.000007 time 0.4102 (5.8597) loss 1239.1981 (1313.9795) grad_norm 263.1279 (nan) embed_mse 1237.9023 (1312.4752) mask_bce 0.4035 (0.5690) mask_dice 0.8922 (0.9354) mem 21940MB +[2025-12-24 23:21:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][430/1573] eta 1:51:16 lr 0.000007 time 0.4107 (5.8410) loss 1346.3713 (1314.0596) grad_norm 232.1214 (nan) embed_mse 1345.1079 (1312.5617) mask_bce 0.3959 (0.5639) mask_dice 0.8675 (0.9340) mem 21940MB +[2025-12-24 23:22:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][440/1573] eta 1:51:57 lr 0.000007 time 0.4101 (5.9289) loss 1345.0900 (1314.4579) grad_norm 175.5921 (nan) embed_mse 1343.8960 (1312.9662) mask_bce 0.2974 (0.5589) mask_dice 0.8966 (0.9328) mem 21940MB +[2025-12-24 23:23:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: 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mask_dice 0.9134 (0.9257) mem 21940MB +[2025-12-24 23:30:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][520/1573] eta 1:42:51 lr 0.000008 time 0.4100 (5.8609) loss 1283.5848 (1314.3677) grad_norm 267.4048 (nan) embed_mse 1282.3881 (1312.9171) mask_bce 0.3187 (0.5258) mask_dice 0.8781 (0.9249) mem 21940MB +[2025-12-24 23:31:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][530/1573] eta 1:41:26 lr 0.000008 time 0.4107 (5.8353) loss 1294.6177 (1314.3699) grad_norm 163.3366 (nan) embed_mse 1293.4039 (1312.9235) mask_bce 0.3537 (0.5224) mask_dice 0.8600 (0.9240) mem 21940MB +[2025-12-24 23:32:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][540/1573] eta 1:40:32 lr 0.000009 time 0.4109 (5.8397) loss 1334.6826 (1314.6080) grad_norm 188.7482 (nan) embed_mse 1333.4919 (1313.1651) mask_bce 0.2765 (0.5197) mask_dice 0.9141 (0.9233) mem 21940MB +[2025-12-24 23:32:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][550/1573] eta 1:39:01 lr 0.000009 time 0.4105 (5.8079) loss 1280.0531 (1314.3526) grad_norm 235.2635 (nan) embed_mse 1278.8578 (1312.9136) mask_bce 0.3207 (0.5165) mask_dice 0.8746 (0.9225) mem 21940MB +[2025-12-24 23:34:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][560/1573] eta 1:38:56 lr 0.000009 time 0.4096 (5.8606) loss 1351.7526 (1314.6223) grad_norm 458.2897 (nan) embed_mse 1350.5309 (1313.1873) mask_bce 0.3392 (0.5132) mask_dice 0.8824 (0.9218) mem 21940MB +[2025-12-24 23:35:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][570/1573] eta 1:37:44 lr 0.000009 time 0.4128 (5.8475) loss 1376.5106 (1314.5634) grad_norm 183.4270 (nan) embed_mse 1375.2773 (1313.1324) mask_bce 0.3734 (0.5100) mask_dice 0.8598 (0.9211) mem 21940MB +[2025-12-24 23:35:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][580/1573] eta 1:36:22 lr 0.000009 time 0.4163 (5.8235) loss 1320.7074 (1314.6636) grad_norm 224.7976 (nan) embed_mse 1319.5164 (1313.2363) mask_bce 0.3138 (0.5069) mask_dice 0.8772 (0.9204) mem 21940MB +[2025-12-24 23:36:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][590/1573] eta 1:35:06 lr 0.000009 time 0.4160 (5.8050) loss 1301.6223 (1314.5864) grad_norm 235.7299 (nan) embed_mse 1300.4485 (1313.1630) mask_bce 0.2922 (0.5037) mask_dice 0.8816 (0.9197) mem 21940MB +[2025-12-24 23:37:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][600/1573] eta 1:34:37 lr 0.000010 time 0.4091 (5.8346) loss 1253.1881 (1314.3462) grad_norm 250.5900 (nan) embed_mse 1252.0374 (1312.9265) mask_bce 0.2598 (0.5008) mask_dice 0.8910 (0.9189) mem 21940MB +[2025-12-24 23:38:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][610/1573] eta 1:33:31 lr 0.000010 time 0.4100 (5.8275) loss 1342.8217 (1314.3032) grad_norm 178.4846 (nan) embed_mse 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(1313.3172) grad_norm 303.9771 (nan) embed_mse 1290.6414 (1311.9330) mask_bce 0.2716 (0.4721) mask_dice 0.9086 (0.9121) mem 21940MB +[2025-12-24 23:49:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][720/1573] eta 1:22:39 lr 0.000011 time 0.4090 (5.8143) loss 1323.7048 (1313.6702) grad_norm 314.5533 (nan) embed_mse 1322.5686 (1312.2886) mask_bce 0.2381 (0.4699) mask_dice 0.8980 (0.9117) mem 21940MB +[2025-12-24 23:49:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][730/1573] eta 1:21:08 lr 0.000012 time 0.4089 (5.7757) loss 1308.5952 (1313.8084) grad_norm 181.0847 (nan) embed_mse 1307.3936 (1312.4295) mask_bce 0.3566 (0.4677) mask_dice 0.8451 (0.9112) mem 21940MB +[2025-12-24 23:50:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][740/1573] eta 1:20:27 lr 0.000012 time 0.4116 (5.7956) loss 1320.0978 (1313.7391) grad_norm 188.2509 (nan) embed_mse 1318.8789 (1312.3626) mask_bce 0.3485 (0.4658) mask_dice 0.8704 (0.9107) mem 21940MB +[2025-12-24 23:51:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][750/1573] eta 1:19:25 lr 0.000012 time 0.4175 (5.7902) loss 1374.2834 (1313.9280) grad_norm 296.0311 (nan) embed_mse 1372.9747 (1312.5541) mask_bce 0.4227 (0.4636) mask_dice 0.8860 (0.9103) mem 21940MB +[2025-12-24 23:52:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][760/1573] eta 1:18:28 lr 0.000012 time 0.4082 (5.7911) loss 1281.5355 (1313.9622) grad_norm 393.4063 (nan) embed_mse 1280.2919 (1312.5909) mask_bce 0.3753 (0.4616) mask_dice 0.8684 (0.9098) mem 21940MB +[2025-12-24 23:53:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][770/1573] eta 1:17:18 lr 0.000012 time 0.4106 (5.7762) loss 1287.0038 (1313.7126) grad_norm 162.8188 (nan) embed_mse 1285.8586 (1312.3437) mask_bce 0.2792 (0.4597) mask_dice 0.8660 (0.9092) mem 21940MB +[2025-12-24 23:55:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][780/1573] eta 1:16:50 lr 0.000012 time 0.4106 (5.8135) loss 1266.9807 (1313.6333) grad_norm 183.7405 (nan) embed_mse 1265.8326 (1312.2669) mask_bce 0.2940 (0.4577) mask_dice 0.8541 (0.9088) mem 21940MB +[2025-12-24 23:55:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][790/1573] eta 1:15:41 lr 0.000012 time 0.4086 (5.8007) loss 1297.6400 (1313.4583) grad_norm 350.1378 (nan) embed_mse 1296.4961 (1312.0941) mask_bce 0.2495 (0.4558) mask_dice 0.8944 (0.9084) mem 21940MB +[2025-12-24 23:56:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][800/1573] eta 1:14:30 lr 0.000013 time 0.4106 (5.7837) loss 1253.1829 (1313.3345) grad_norm 371.9332 (nan) embed_mse 1252.0071 (1311.9725) mask_bce 0.3144 (0.4540) mask_dice 0.8613 (0.9080) mem 21940MB +[2025-12-24 23:57:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: 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grad_norm 219.9193 (nan) embed_mse 1326.3580 (1311.8688) mask_bce 0.2278 (0.4467) mask_dice 0.8794 (0.9062) mem 21940MB +[2025-12-25 00:01:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][850/1573] eta 1:09:47 lr 0.000013 time 0.4096 (5.7925) loss 1323.3527 (1313.1788) grad_norm 220.8559 (nan) embed_mse 1322.1887 (1311.8281) mask_bce 0.3160 (0.4449) mask_dice 0.8479 (0.9058) mem 21940MB +[2025-12-25 00:02:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][860/1573] eta 1:08:36 lr 0.000014 time 0.4093 (5.7737) loss 1340.2269 (1313.3500) grad_norm 174.2952 (nan) embed_mse 1339.0380 (1312.0013) mask_bce 0.2916 (0.4432) mask_dice 0.8973 (0.9055) mem 21940MB +[2025-12-25 00:02:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][870/1573] eta 1:07:26 lr 0.000014 time 0.4087 (5.7562) loss 1309.7128 (1313.4687) grad_norm 221.5993 (nan) embed_mse 1308.5848 (1312.1219) mask_bce 0.2510 (0.4417) mask_dice 0.8770 (0.9051) mem 21940MB +[2025-12-25 00:04:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][880/1573] eta 1:06:38 lr 0.000014 time 0.4126 (5.7697) loss 1278.7056 (1313.5301) grad_norm 180.4259 (nan) embed_mse 1277.5503 (1312.1853) mask_bce 0.2781 (0.4402) mask_dice 0.8772 (0.9046) mem 21940MB +[2025-12-25 00:04:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][890/1573] eta 1:05:22 lr 0.000014 time 0.4096 (5.7428) loss 1397.6484 (1313.7171) grad_norm 273.0464 (nan) embed_mse 1396.4688 (1312.3743) mask_bce 0.3043 (0.4385) mask_dice 0.8754 (0.9043) mem 21940MB +[2025-12-25 00:05:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][900/1573] eta 1:04:16 lr 0.000014 time 0.4098 (5.7301) loss 1297.2308 (1313.5984) grad_norm 219.8642 (nan) embed_mse 1296.0125 (1312.2575) mask_bce 0.3444 (0.4369) mask_dice 0.8741 (0.9039) mem 21940MB +[2025-12-25 00:06:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][910/1573] eta 1:03:02 lr 0.000014 time 0.4103 (5.7054) loss 1317.7802 (1313.5810) grad_norm 324.2744 (nan) embed_mse 1316.6400 (1312.2422) mask_bce 0.2727 (0.4352) mask_dice 0.8675 (0.9036) mem 21940MB +[2025-12-25 00:07:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][920/1573] eta 1:02:28 lr 0.000015 time 0.4105 (5.7411) loss 1248.8335 (1313.5548) grad_norm 210.2205 (nan) embed_mse 1247.5890 (1312.2176) mask_bce 0.3924 (0.4338) mask_dice 0.8520 (0.9033) mem 21940MB +[2025-12-25 00:08:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][930/1573] eta 1:01:19 lr 0.000015 time 0.4089 (5.7226) loss 1373.8621 (1313.6605) grad_norm 239.0076 (nan) embed_mse 1372.6461 (1312.3253) mask_bce 0.3407 (0.4321) mask_dice 0.8752 (0.9031) mem 21940MB +[2025-12-25 00:08:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][940/1573] eta 1:00:00 lr 0.000015 time 0.4436 (5.6882) loss 1283.7109 (1313.5873) grad_norm 155.5428 (nan) embed_mse 1282.5573 (1312.2538) mask_bce 0.2806 (0.4308) mask_dice 0.8731 (0.9028) mem 21940MB +[2025-12-25 00:09:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][950/1573] eta 0:58:50 lr 0.000015 time 0.4181 (5.6668) loss 1319.8781 (1313.7283) grad_norm 227.9565 (nan) embed_mse 1318.7153 (1312.3966) mask_bce 0.3039 (0.4292) mask_dice 0.8588 (0.9024) mem 21940MB +[2025-12-25 00:10:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][960/1573] eta 0:58:02 lr 0.000015 time 0.4110 (5.6813) loss 1358.6918 (1313.7934) grad_norm 276.5671 (nan) embed_mse 1357.5349 (1312.4634) mask_bce 0.2779 (0.4279) mask_dice 0.8790 (0.9021) mem 21940MB +[2025-12-25 00:10:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][970/1573] eta 0:56:53 lr 0.000015 time 0.4101 (5.6603) loss 1277.3757 (1313.6542) grad_norm 236.7744 (nan) embed_mse 1276.2438 (1312.3259) mask_bce 0.2582 (0.4265) mask_dice 0.8737 (0.9018) mem 21940MB +[2025-12-25 00:11:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][980/1573] eta 0:55:49 lr 0.000016 time 0.4113 (5.6487) loss 1381.6510 (1313.7193) grad_norm 299.1024 (nan) embed_mse 1380.5122 (1312.3929) mask_bce 0.2649 (0.4249) mask_dice 0.8738 (0.9015) mem 21940MB +[2025-12-25 00:12:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][990/1573] eta 0:54:39 lr 0.000016 time 0.4127 (5.6246) loss 1297.4144 (1313.5911) grad_norm 443.3097 (nan) embed_mse 1296.2385 (1312.2665) mask_bce 0.3203 (0.4233) mask_dice 0.8555 (0.9013) mem 21940MB +[2025-12-25 00:13:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1000/1573] eta 0:53:45 lr 0.000016 time 0.4086 (5.6290) loss 1353.7948 (1313.6266) grad_norm 373.1015 (nan) embed_mse 1352.6342 (1312.3036) mask_bce 0.2935 (0.4220) mask_dice 0.8672 (0.9010) mem 21940MB +[2025-12-25 00:13:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1010/1573] eta 0:52:39 lr 0.000016 time 0.4093 (5.6114) loss 1240.2173 (1313.5815) grad_norm 238.3639 (nan) embed_mse 1239.0824 (1312.2603) mask_bce 0.2682 (0.4204) mask_dice 0.8667 (0.9008) mem 21940MB +[2025-12-25 00:14:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1020/1573] eta 0:51:33 lr 0.000016 time 0.4121 (5.5931) loss 1338.6639 (1313.5995) grad_norm 306.8018 (nan) embed_mse 1337.5139 (1312.2798) mask_bce 0.2698 (0.4191) mask_dice 0.8802 (0.9005) mem 21940MB +[2025-12-25 00:15:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1030/1573] eta 0:50:25 lr 0.000016 time 0.4124 (5.5721) loss 1319.0254 (1313.8590) grad_norm 345.9711 (nan) embed_mse 1317.8695 (1312.5410) mask_bce 0.3084 (0.4178) mask_dice 0.8474 (0.9003) mem 21940MB +[2025-12-25 00:16:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1040/1573] eta 0:49:33 lr 0.000017 time 0.4117 (5.5795) loss 1327.0504 (1313.7202) grad_norm 254.9347 (nan) embed_mse 1325.8879 (1312.4037) mask_bce 0.3038 (0.4166) mask_dice 0.8586 (0.9000) mem 21940MB +[2025-12-25 00:16:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1050/1573] eta 0:48:23 lr 0.000017 time 0.4100 (5.5519) loss 1369.0315 (1313.5975) grad_norm 287.9140 (nan) embed_mse 1367.9115 (1312.2825) mask_bce 0.2256 (0.4153) mask_dice 0.8945 (0.8997) mem 21940MB +[2025-12-25 00:17:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1060/1573] eta 0:47:15 lr 0.000017 time 0.4120 (5.5265) loss 1311.1793 (1313.6854) grad_norm 230.1830 (nan) embed_mse 1310.0287 (1312.3719) mask_bce 0.2812 (0.4140) mask_dice 0.8696 (0.8995) mem 21940MB +[2025-12-25 00:17:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1070/1573] eta 0:46:11 lr 0.000017 time 0.4121 (5.5106) loss 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mask_bce 0.2955 (0.4096) mask_dice 0.8544 (0.8984) mem 21940MB +[2025-12-25 00:19:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1110/1573] eta 0:41:51 lr 0.000018 time 0.4131 (5.4242) loss 1295.0436 (1313.9190) grad_norm 335.8712 (nan) embed_mse 1293.6298 (1312.6122) mask_bce 0.5182 (0.4087) mask_dice 0.8956 (0.8982) mem 21940MB +[2025-12-25 00:20:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1120/1573] eta 0:40:54 lr 0.000018 time 6.9299 (5.4191) loss 1340.0767 (1313.9034) grad_norm 228.9995 (nan) embed_mse 1338.9641 (1312.5981) mask_bce 0.2306 (0.4073) mask_dice 0.8819 (0.8980) mem 21940MB +[2025-12-25 00:21:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1130/1573] eta 0:39:49 lr 0.000018 time 0.4121 (5.3946) loss 1380.0000 (1313.9751) grad_norm 322.1431 (nan) embed_mse 1378.8695 (1312.6711) mask_bce 0.2545 (0.4061) mask_dice 0.8760 (0.8978) mem 21940MB +[2025-12-25 00:21:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1140/1573] eta 0:38:44 lr 0.000018 time 0.4097 (5.3677) loss 1309.7515 (1313.6365) grad_norm 214.5294 (nan) embed_mse 1308.6417 (1312.3340) mask_bce 0.2311 (0.4050) mask_dice 0.8787 (0.8975) mem 21940MB +[2025-12-25 00:22:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1150/1573] eta 0:37:47 lr 0.000018 time 0.4133 (5.3612) loss 1297.1267 (1313.6247) grad_norm 266.9196 (nan) embed_mse 1295.9780 (1312.3235) mask_bce 0.2742 (0.4039) mask_dice 0.8745 (0.8973) mem 21940MB +[2025-12-25 00:22:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1160/1573] eta 0:36:45 lr 0.000018 time 0.4101 (5.3405) loss 1337.1932 (1313.7439) grad_norm 264.6769 (nan) embed_mse 1336.0406 (1312.4441) mask_bce 0.2852 (0.4027) mask_dice 0.8673 (0.8971) mem 21940MB +[2025-12-25 00:23:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: 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(1313.6143) grad_norm 199.8801 (nan) embed_mse 1327.7655 (1312.3196) mask_bce 0.2846 (0.3982) mask_dice 0.8712 (0.8964) mem 21940MB +[2025-12-25 00:25:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1210/1573] eta 0:31:53 lr 0.000019 time 0.4113 (5.2704) loss 1330.5537 (1313.6441) grad_norm 235.6443 (nan) embed_mse 1329.3604 (1312.3507) mask_bce 0.3534 (0.3971) mask_dice 0.8400 (0.8962) mem 21940MB +[2025-12-25 00:26:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1220/1573] eta 0:30:54 lr 0.000019 time 7.1003 (5.2527) loss 1282.3671 (1313.5181) grad_norm 193.0857 (nan) embed_mse 1281.2349 (1312.2259) mask_bce 0.2849 (0.3961) mask_dice 0.8474 (0.8960) mem 21940MB +[2025-12-25 00:26:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1230/1573] eta 0:29:58 lr 0.000019 time 0.4111 (5.2436) loss 1321.5309 (1313.5716) grad_norm 271.1425 (nan) embed_mse 1320.3831 (1312.2807) mask_bce 0.2783 (0.3951) mask_dice 0.8695 (0.8959) mem 21940MB +[2025-12-25 00:27:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1240/1573] eta 0:28:59 lr 0.000020 time 0.4105 (5.2246) loss 1389.2579 (1313.4717) grad_norm 257.4488 (nan) embed_mse 1388.0846 (1312.1820) mask_bce 0.3315 (0.3940) mask_dice 0.8418 (0.8957) mem 21940MB +[2025-12-25 00:28:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1250/1573] eta 0:28:03 lr 0.000020 time 0.4086 (5.2110) loss 1398.2810 (1313.5066) grad_norm 226.8647 (nan) embed_mse 1397.1543 (1312.2180) mask_bce 0.2733 (0.3931) mask_dice 0.8533 (0.8955) mem 21940MB +[2025-12-25 00:28:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1260/1573] eta 0:27:06 lr 0.000020 time 12.3626 (5.1952) loss 1299.1561 (1313.4350) grad_norm 447.4092 (nan) embed_mse 1297.9971 (1312.1477) mask_bce 0.3043 (0.3919) mask_dice 0.8548 (0.8954) mem 21940MB +[2025-12-25 00:29:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1270/1573] eta 0:26:10 lr 0.000020 time 0.4128 (5.1825) loss 1319.2184 (1313.4587) grad_norm 299.4720 (nan) embed_mse 1318.1053 (1312.1726) mask_bce 0.2337 (0.3909) mask_dice 0.8794 (0.8952) mem 21940MB +[2025-12-25 00:29:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1280/1573] eta 0:25:14 lr 0.000020 time 0.4108 (5.1681) loss 1295.2944 (1313.5483) grad_norm 201.0740 (nan) embed_mse 1294.1765 (1312.2634) mask_bce 0.2507 (0.3900) mask_dice 0.8672 (0.8949) mem 21940MB +[2025-12-25 00:30:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1290/1573] eta 0:24:19 lr 0.000020 time 12.4377 (5.1574) loss 1260.2198 (1313.5765) grad_norm 235.1366 (nan) embed_mse 1259.0507 (1312.2927) mask_bce 0.3333 (0.3891) mask_dice 0.8360 (0.8948) mem 21940MB +[2025-12-25 00:31:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: 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(1313.6950) grad_norm 224.5934 (nan) embed_mse 1348.3153 (1312.4154) mask_bce 0.2719 (0.3857) mask_dice 0.8560 (0.8940) mem 21940MB +[2025-12-25 00:33:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1340/1573] eta 0:19:46 lr 0.000021 time 3.8581 (5.0933) loss 1298.6987 (1313.6126) grad_norm 225.3804 (nan) embed_mse 1297.5648 (1312.3340) mask_bce 0.2486 (0.3847) mask_dice 0.8854 (0.8938) mem 21940MB +[2025-12-25 00:33:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1350/1573] eta 0:18:53 lr 0.000021 time 0.4119 (5.0820) loss 1271.5175 (1313.5515) grad_norm 181.1325 (nan) embed_mse 1270.3718 (1312.2739) mask_bce 0.2735 (0.3840) mask_dice 0.8720 (0.8936) mem 21940MB +[2025-12-25 00:34:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1360/1573] eta 0:17:58 lr 0.000022 time 0.4118 (5.0637) loss 1288.3933 (1313.4102) grad_norm 217.3951 (nan) embed_mse 1287.1947 (1312.1336) mask_bce 0.3100 (0.3832) mask_dice 0.8885 (0.8934) mem 21940MB +[2025-12-25 00:35:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1370/1573] eta 0:17:08 lr 0.000022 time 17.1582 (5.0647) loss 1265.3254 (1313.4870) grad_norm 312.1934 (nan) embed_mse 1264.2267 (1312.2115) mask_bce 0.2147 (0.3823) mask_dice 0.8840 (0.8932) mem 21940MB +[2025-12-25 00:35:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1380/1573] eta 0:16:15 lr 0.000022 time 7.7836 (5.0552) loss 1311.9374 (1313.4527) grad_norm 329.6241 (nan) embed_mse 1310.7742 (1312.1781) mask_bce 0.3043 (0.3814) mask_dice 0.8589 (0.8931) mem 21940MB +[2025-12-25 00:36:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1390/1573] eta 0:15:21 lr 0.000022 time 0.4123 (5.0376) loss 1341.9297 (1313.5689) grad_norm 324.6620 (nan) embed_mse 1340.6630 (1312.2950) mask_bce 0.3683 (0.3809) mask_dice 0.8984 (0.8929) mem 21940MB +[2025-12-25 00:36:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1400/1573] eta 0:14:27 lr 0.000022 time 0.4123 (5.0157) loss 1252.3937 (1313.6540) grad_norm 238.2876 (nan) embed_mse 1251.2349 (1312.3812) mask_bce 0.2902 (0.3800) mask_dice 0.8686 (0.8928) mem 21940MB +[2025-12-25 00:37:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1410/1573] eta 0:13:38 lr 0.000022 time 24.2983 (5.0215) loss 1301.0376 (1313.6186) grad_norm 299.8447 (nan) embed_mse 1299.8528 (1312.3467) mask_bce 0.2835 (0.3792) mask_dice 0.9012 (0.8927) mem 21940MB +[2025-12-25 00:37:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1420/1573] eta 0:12:45 lr 0.000023 time 0.4159 (5.0008) loss 1377.2849 (1313.7804) grad_norm 489.2737 (nan) embed_mse 1376.0214 (1312.5094) mask_bce 0.4024 (0.3785) mask_dice 0.8611 (0.8925) mem 21940MB +[2025-12-25 00:38:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: 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(1314.0204) grad_norm 465.2131 (nan) embed_mse 1318.1548 (1312.7531) mask_bce 0.3048 (0.3754) mask_dice 0.8590 (0.8918) mem 21940MB +[2025-12-25 00:40:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1470/1573] eta 0:08:28 lr 0.000023 time 0.4113 (4.9370) loss 1360.8885 (1314.1436) grad_norm 502.1952 (nan) embed_mse 1359.7057 (1312.8771) mask_bce 0.3359 (0.3748) mask_dice 0.8469 (0.8917) mem 21940MB +[2025-12-25 00:41:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1480/1573] eta 0:07:38 lr 0.000024 time 12.9450 (4.9278) loss 1282.2369 (1314.2660) grad_norm 213.3973 (nan) embed_mse 1281.1417 (1313.0003) mask_bce 0.2050 (0.3741) mask_dice 0.8903 (0.8916) mem 21940MB +[2025-12-25 00:41:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1490/1573] eta 0:06:47 lr 0.000024 time 0.4182 (4.9110) loss 1253.9321 (1314.3225) grad_norm 478.6819 (nan) embed_mse 1252.7751 (1313.0577) mask_bce 0.2924 (0.3733) mask_dice 0.8647 (0.8915) mem 21940MB +[2025-12-25 00:41:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1500/1573] eta 0:05:57 lr 0.000024 time 0.4134 (4.8949) loss 1389.8206 (1314.3958) grad_norm 237.6664 (nan) embed_mse 1388.6727 (1313.1318) mask_bce 0.3024 (0.3727) mask_dice 0.8455 (0.8913) mem 21940MB +[2025-12-25 00:42:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1510/1573] eta 0:05:07 lr 0.000024 time 0.4120 (4.8778) loss 1342.0160 (1314.3952) grad_norm 188.4070 (nan) embed_mse 1340.8696 (1313.1321) mask_bce 0.2865 (0.3720) mask_dice 0.8598 (0.8912) mem 21940MB +[2025-12-25 00:42:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1520/1573] eta 0:04:17 lr 0.000024 time 0.4239 (4.8571) loss 1305.9258 (1314.3435) grad_norm 215.1306 (nan) embed_mse 1304.7936 (1313.0812) mask_bce 0.2527 (0.3712) mask_dice 0.8795 (0.8911) mem 21940MB +[2025-12-25 00:43:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1530/1573] eta 0:03:28 lr 0.000024 time 0.4151 (4.8520) loss 1326.3484 (1314.2530) grad_norm 214.5030 (nan) embed_mse 1325.2323 (1312.9915) mask_bce 0.2480 (0.3706) mask_dice 0.8680 (0.8909) mem 21940MB +[2025-12-25 00:43:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1540/1573] eta 0:02:39 lr 0.000024 time 0.4098 (4.8380) loss 1375.8179 (1314.1559) grad_norm 191.3554 (nan) embed_mse 1374.7069 (1312.8952) mask_bce 0.2201 (0.3699) mask_dice 0.8909 (0.8908) mem 21940MB +[2025-12-25 00:44:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1550/1573] eta 0:01:50 lr 0.000025 time 0.4145 (4.8223) loss 1316.1378 (1314.0803) grad_norm 309.5356 (nan) embed_mse 1315.0034 (1312.8204) mask_bce 0.2616 (0.3691) mask_dice 0.8728 (0.8907) mem 21940MB +[2025-12-25 00:44:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1560/1573] eta 0:01:02 lr 0.000025 time 0.4143 (4.8132) loss 1279.1282 (1313.9698) grad_norm 268.0618 (nan) embed_mse 1278.0056 (1312.7107) mask_bce 0.2550 (0.3685) mask_dice 0.8676 (0.8906) mem 21940MB +[2025-12-25 00:44:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1570/1573] eta 0:00:14 lr 0.000025 time 0.4221 (4.7916) loss 1287.7654 (1313.8913) grad_norm 179.0613 (nan) embed_mse 1286.6323 (1312.6330) mask_bce 0.2559 (0.3679) mask_dice 0.8771 (0.8904) mem 21940MB +[2025-12-25 00:44:51 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 0 training takes 2:05:28 +[2025-12-25 00:45:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][0/1573] eta 3:48:49 lr 0.000025 time 8.7281 (8.7281) loss 1322.9388 (1322.9388) grad_norm 0.0000 (0.0000) embed_mse 1321.8248 (1321.8248) mask_bce 0.2386 (0.2386) mask_dice 0.8754 (0.8754) mem 21940MB +[2025-12-25 00:45:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][10/1573] eta 0:31:18 lr 0.000025 time 0.4191 (1.2015) loss 1237.9110 (1298.5022) grad_norm 393.6229 (393.6229) embed_mse 1236.7867 (1297.3628) mask_bce 0.2517 (0.2686) mask_dice 0.8725 (0.8708) mem 21940MB +[2025-12-25 00:45:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][20/1573] eta 0:24:58 lr 0.000025 time 0.4243 (0.9646) loss 1259.2555 (1300.7211) grad_norm 206.5926 (300.1078) embed_mse 1258.1498 (1299.5867) mask_bce 0.2138 (0.2614) mask_dice 0.8918 (0.8731) mem 21940MB +[2025-12-25 00:45:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][30/1573] eta 0:24:02 lr 0.000025 time 3.2132 (0.9347) loss 1257.3140 (1295.4425) grad_norm 241.4407 (280.5521) embed_mse 1256.2096 (1294.3109) mask_bce 0.2327 (0.2590) mask_dice 0.8717 (0.8727) mem 21940MB +[2025-12-25 00:45:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][40/1573] eta 0:20:49 lr 0.000026 time 0.4167 (0.8151) loss 1268.0634 (1295.1620) grad_norm 259.5537 (263.1311) embed_mse 1266.9419 (1294.0267) mask_bce 0.2495 (0.2646) mask_dice 0.8719 (0.8706) mem 21940MB +[2025-12-25 00:45:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][50/1573] eta 0:20:47 lr 0.000026 time 0.4239 (0.8193) loss 1330.8007 (1297.8549) grad_norm 384.4067 (283.3437) embed_mse 1329.6711 (1296.7201) mask_bce 0.2714 (0.2632) mask_dice 0.8580 (0.8717) mem 21940MB +[2025-12-25 00:45:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][60/1573] eta 0:20:57 lr 0.000026 time 3.3805 (0.8312) loss 1268.4285 (1300.9816) grad_norm 290.2206 (284.3261) embed_mse 1267.2986 (1299.8473) mask_bce 0.2627 (0.2641) mask_dice 0.8672 (0.8703) mem 21940MB +[2025-12-25 00:45:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][70/1573] eta 0:19:23 lr 0.000026 time 0.4260 (0.7739) loss 1317.7229 (1303.3884) grad_norm 235.9163 (278.2749) embed_mse 1316.5774 (1302.2542) mask_bce 0.2955 (0.2644) mask_dice 0.8500 (0.8698) mem 21940MB +[2025-12-25 00:45:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][80/1573] eta 0:19:35 lr 0.000026 time 0.4207 (0.7876) loss 1333.6418 (1302.2293) grad_norm 276.4500 (270.1099) embed_mse 1332.5186 (1301.0973) mask_bce 0.2403 (0.2608) mask_dice 0.8830 (0.8712) mem 21940MB +[2025-12-25 00:46:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][90/1573] eta 0:18:45 lr 0.000026 time 0.4257 (0.7593) loss 1255.4785 (1302.2259) grad_norm 285.6231 (271.5202) embed_mse 1254.3529 (1301.0936) mask_bce 0.2588 (0.2619) mask_dice 0.8668 (0.8704) mem 21940MB +[2025-12-25 00:46:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][100/1573] eta 0:19:11 lr 0.000027 time 2.0893 (0.7815) loss 1363.2163 (1304.2585) grad_norm 437.7097 (285.3693) embed_mse 1362.0836 (1303.1255) mask_bce 0.2666 (0.2632) mask_dice 0.8660 (0.8697) mem 21940MB +[2025-12-25 00:46:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][110/1573] eta 0:18:48 lr 0.000027 time 0.4208 (0.7710) loss 1306.3004 (1305.9568) grad_norm 307.9028 (287.1027) embed_mse 1305.1680 (1304.8230) mask_bce 0.2703 (0.2645) mask_dice 0.8621 (0.8694) mem 21940MB +[2025-12-25 00:46:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][120/1573] eta 0:18:00 lr 0.000027 time 0.4219 (0.7435) loss 1256.9448 (1305.2922) grad_norm 239.7409 (289.0814) embed_mse 1255.7722 (1304.1561) mask_bce 0.3207 (0.2667) mask_dice 0.8519 (0.8694) mem 21940MB +[2025-12-25 00:46:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][130/1573] eta 0:18:23 lr 0.000027 time 0.4256 (0.7647) loss 1324.7039 (1305.8525) grad_norm 274.3873 (288.1630) embed_mse 1323.5697 (1304.7166) mask_bce 0.2812 (0.2670) mask_dice 0.8529 (0.8690) mem 21940MB +[2025-12-25 00:46:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][140/1573] eta 0:18:48 lr 0.000027 time 0.7650 (0.7878) loss 1285.6530 (1307.2096) grad_norm 283.9826 (287.9171) embed_mse 1284.5565 (1306.0736) mask_bce 0.2115 (0.2671) mask_dice 0.8849 (0.8688) mem 21940MB +[2025-12-25 00:46:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][150/1573] eta 0:18:50 lr 0.000027 time 0.4221 (0.7943) loss 1281.7572 (1307.5674) grad_norm 367.4844 (292.3375) embed_mse 1280.6504 (1306.4324) mask_bce 0.2238 (0.2660) mask_dice 0.8830 (0.8690) mem 21940MB +[2025-12-25 00:47:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][160/1573] eta 0:18:51 lr 0.000028 time 0.4264 (0.8010) loss 1345.1083 (1307.8729) grad_norm 534.9392 (302.6992) embed_mse 1343.8947 (1306.7378) mask_bce 0.3302 (0.2663) mask_dice 0.8835 (0.8688) mem 21940MB +[2025-12-25 00:47:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][170/1573] eta 0:19:31 lr 0.000028 time 0.4257 (0.8351) loss 1357.5438 (1308.3990) grad_norm 459.1590 (310.1497) embed_mse 1356.4022 (1307.2648) mask_bce 0.2690 (0.2651) mask_dice 0.8727 (0.8691) mem 21940MB +[2025-12-25 00:47:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][180/1573] eta 0:18:55 lr 0.000028 time 0.4395 (0.8154) loss 1322.6093 (1307.7127) grad_norm 330.2646 (311.0640) embed_mse 1321.4688 (1306.5780) mask_bce 0.2824 (0.2657) mask_dice 0.8580 (0.8689) mem 21940MB +[2025-12-25 00:47:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][190/1573] eta 0:18:33 lr 0.000028 time 0.4234 (0.8050) loss 1382.0062 (1308.5838) grad_norm 319.9985 (311.4525) embed_mse 1380.8879 (1307.4498) mask_bce 0.2286 (0.2648) mask_dice 0.8897 (0.8692) mem 21940MB +[2025-12-25 00:47:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][200/1573] eta 0:18:12 lr 0.000028 time 0.4338 (0.7960) loss 1357.2792 (1309.2038) grad_norm 195.9947 (304.1078) embed_mse 1356.1840 (1308.0700) mask_bce 0.1943 (0.2646) mask_dice 0.9009 (0.8693) mem 21940MB +[2025-12-25 00:47:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][210/1573] eta 0:18:39 lr 0.000028 time 0.4277 (0.8215) loss 1258.9180 (1309.3632) grad_norm 297.3079 (303.8463) embed_mse 1257.8284 (1308.2300) mask_bce 0.2036 (0.2635) mask_dice 0.8860 (0.8697) mem 21940MB +[2025-12-25 00:47:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][220/1573] eta 0:18:07 lr 0.000028 time 0.4205 (0.8036) loss 1338.4373 (1309.9513) grad_norm 264.8765 (302.4029) embed_mse 1337.3088 (1308.8185) mask_bce 0.2652 (0.2631) mask_dice 0.8631 (0.8697) mem 21940MB +[2025-12-25 00:48:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][230/1573] eta 0:18:44 lr 0.000029 time 4.1890 (0.8370) loss 1296.1812 (1309.9543) grad_norm 416.0696 (306.4625) embed_mse 1295.0359 (1308.8207) mask_bce 0.2772 (0.2640) mask_dice 0.8681 (0.8696) mem 21940MB +[2025-12-25 00:48:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][240/1573] eta 0:18:27 lr 0.000029 time 0.4275 (0.8307) loss 1277.1538 (1309.4860) grad_norm 513.9252 (308.9726) embed_mse 1276.0084 (1308.3527) mask_bce 0.2720 (0.2635) mask_dice 0.8734 (0.8697) mem 21940MB +[2025-12-25 00:48:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][250/1573] eta 0:18:02 lr 0.000029 time 0.4221 (0.8184) loss 1308.5793 (1310.1894) grad_norm 239.0453 (306.7169) embed_mse 1307.4641 (1309.0563) mask_bce 0.2495 (0.2632) mask_dice 0.8657 (0.8699) mem 21940MB +[2025-12-25 00:48:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][260/1573] eta 0:17:53 lr 0.000029 time 0.4224 (0.8180) loss 1316.3314 (1310.5591) grad_norm 190.1444 (303.0740) embed_mse 1315.1328 (1309.4262) mask_bce 0.3141 (0.2627) mask_dice 0.8845 (0.8702) mem 21940MB +[2025-12-25 00:48:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][270/1573] eta 0:17:47 lr 0.000029 time 0.4388 (0.8194) loss 1305.5867 (1310.4731) grad_norm 324.8541 (303.7340) embed_mse 1304.4729 (1309.3398) mask_bce 0.2366 (0.2630) mask_dice 0.8772 (0.8703) mem 21940MB +[2025-12-25 00:48:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][280/1573] eta 0:17:45 lr 0.000030 time 0.4246 (0.8244) loss 1342.8676 (1310.5133) grad_norm 294.4143 (303.3797) embed_mse 1341.7080 (1309.3801) mask_bce 0.3053 (0.2628) mask_dice 0.8542 (0.8703) mem 21940MB +[2025-12-25 00:48:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][290/1573] eta 0:17:20 lr 0.000030 time 0.4180 (0.8113) loss 1387.0457 (1310.1205) grad_norm 234.5398 (301.4675) embed_mse 1385.8766 (1308.9878) mask_bce 0.3313 (0.2624) mask_dice 0.8377 (0.8702) mem 21940MB +[2025-12-25 00:48:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][300/1573] eta 0:17:16 lr 0.000030 time 0.4225 (0.8143) loss 1281.4603 (1310.4246) grad_norm 194.6275 (298.5800) embed_mse 1280.3479 (1309.2921) mask_bce 0.1947 (0.2621) mask_dice 0.9177 (0.8705) mem 21940MB +[2025-12-25 00:49:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][310/1573] eta 0:16:57 lr 0.000030 time 0.4313 (0.8059) loss 1271.7181 (1309.5674) grad_norm 195.3764 (295.8641) embed_mse 1270.5251 (1308.4348) mask_bce 0.3293 (0.2622) mask_dice 0.8637 (0.8703) mem 21940MB +[2025-12-25 00:49:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][320/1573] eta 0:16:38 lr 0.000030 time 0.4175 (0.7966) loss 1280.6505 (1309.4905) grad_norm 261.3224 (295.4740) embed_mse 1279.5107 (1308.3580) mask_bce 0.2833 (0.2620) mask_dice 0.8565 (0.8704) mem 21940MB +[2025-12-25 00:49:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][330/1573] eta 0:16:30 lr 0.000030 time 0.4218 (0.7965) loss 1348.2219 (1310.0881) grad_norm 190.2395 (292.9073) embed_mse 1347.1259 (1308.9557) mask_bce 0.2044 (0.2622) mask_dice 0.8916 (0.8703) mem 21940MB +[2025-12-25 00:49:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][340/1573] eta 0:16:12 lr 0.000030 time 0.4212 (0.7889) loss 1272.0560 (1310.0146) grad_norm 371.1120 (294.7693) embed_mse 1270.9113 (1308.8823) mask_bce 0.2828 (0.2619) mask_dice 0.8620 (0.8704) mem 21940MB +[2025-12-25 00:49:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][350/1573] eta 0:16:18 lr 0.000031 time 6.6426 (0.8001) loss 1272.4711 (1310.1696) grad_norm 377.8483 (296.7014) embed_mse 1271.3314 (1309.0375) mask_bce 0.2914 (0.2619) mask_dice 0.8483 (0.8702) mem 21940MB +[2025-12-25 00:49:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][360/1573] eta 0:16:17 lr 0.000031 time 0.4268 (0.8055) loss 1380.8317 (1310.5243) 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0.3016 (0.2624) mask_dice 0.8481 (0.8699) mem 21940MB +[2025-12-25 00:50:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][400/1573] eta 0:15:35 lr 0.000031 time 0.4200 (0.7976) loss 1328.8934 (1309.9895) grad_norm 215.1544 (296.0479) embed_mse 1327.7792 (1308.8570) mask_bce 0.2357 (0.2629) mask_dice 0.8785 (0.8696) mem 21940MB +[2025-12-25 00:50:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][410/1573] eta 0:15:35 lr 0.000032 time 0.4295 (0.8044) loss 1295.1350 (1310.2514) grad_norm 381.9453 (297.7322) embed_mse 1294.0236 (1309.1191) mask_bce 0.2296 (0.2627) mask_dice 0.8819 (0.8697) mem 21940MB +[2025-12-25 00:50:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][420/1573] eta 0:15:18 lr 0.000032 time 0.4427 (0.7969) loss 1239.0605 (1309.9466) grad_norm 432.3566 (300.3211) embed_mse 1237.9421 (1308.8142) mask_bce 0.2511 (0.2631) mask_dice 0.8673 (0.8694) mem 21940MB +[2025-12-25 00:50:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][430/1573] eta 0:15:08 lr 0.000032 time 0.4568 (0.7948) loss 1215.2354 (1309.3754) grad_norm 275.3279 (299.8495) embed_mse 1214.1174 (1308.2430) mask_bce 0.2657 (0.2631) mask_dice 0.8523 (0.8693) mem 21940MB +[2025-12-25 00:50:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][440/1573] eta 0:14:53 lr 0.000032 time 1.2067 (0.7885) loss 1273.9225 (1310.0038) grad_norm 336.9934 (299.8668) embed_mse 1272.8250 (1308.8717) mask_bce 0.2047 (0.2627) mask_dice 0.8928 (0.8695) mem 21940MB +[2025-12-25 00:50:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][450/1573] eta 0:14:43 lr 0.000032 time 0.4398 (0.7865) loss 1319.5165 (1310.1076) grad_norm 456.6419 (302.6664) embed_mse 1318.4014 (1308.9757) mask_bce 0.2515 (0.2626) mask_dice 0.8635 (0.8693) mem 21940MB +[2025-12-25 00:50:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][460/1573] eta 0:14:26 lr 0.000032 time 0.4229 (0.7786) loss 1356.3787 (1310.3525) grad_norm 335.1555 (303.2364) embed_mse 1355.2388 (1309.2210) mask_bce 0.2667 (0.2620) mask_dice 0.8731 (0.8695) mem 21940MB +[2025-12-25 00:51:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][470/1573] eta 0:14:28 lr 0.000032 time 0.4203 (0.7871) loss 1377.8961 (1310.7880) grad_norm 252.7557 (302.3660) embed_mse 1376.7761 (1309.6563) mask_bce 0.2482 (0.2623) mask_dice 0.8718 (0.8694) mem 21940MB +[2025-12-25 00:51:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][480/1573] eta 0:14:12 lr 0.000033 time 0.4184 (0.7795) loss 1321.0879 (1311.1822) grad_norm 281.3907 (299.7493) embed_mse 1319.9482 (1310.0508) mask_bce 0.2760 (0.2618) mask_dice 0.8637 (0.8696) mem 21940MB +[2025-12-25 00:51:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][490/1573] eta 0:14:02 lr 0.000033 time 0.4223 (0.7779) loss 1280.9089 (1311.4181) grad_norm 199.9586 (298.1134) embed_mse 1279.8065 (1310.2870) mask_bce 0.2308 (0.2614) mask_dice 0.8716 (0.8698) mem 21940MB +[2025-12-25 00:51:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][500/1573] eta 0:13:54 lr 0.000033 time 0.4230 (0.7775) loss 1251.1141 (1311.0428) grad_norm 369.4079 (299.2633) embed_mse 1249.9093 (1309.9115) mask_bce 0.3258 (0.2615) mask_dice 0.8791 (0.8698) mem 21940MB +[2025-12-25 00:51:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][510/1573] eta 0:13:49 lr 0.000033 time 0.4246 (0.7800) loss 1291.7158 (1311.3805) grad_norm 536.7155 (303.0324) embed_mse 1290.5759 (1310.2492) mask_bce 0.2564 (0.2614) mask_dice 0.8834 (0.8699) mem 21940MB +[2025-12-25 00:51:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][520/1573] eta 0:13:46 lr 0.000033 time 0.4410 (0.7846) loss 1309.2548 (1311.5654) grad_norm 216.3097 (301.9880) embed_mse 1308.0129 (1310.4340) mask_bce 0.3426 (0.2615) mask_dice 0.8991 (0.8699) mem 21940MB +[2025-12-25 00:51:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][530/1573] eta 0:13:32 lr 0.000033 time 0.4257 (0.7787) loss 1317.3986 (1311.5964) grad_norm 216.7392 (300.6964) embed_mse 1316.2554 (1310.4649) mask_bce 0.2779 (0.2617) mask_dice 0.8653 (0.8698) mem 21940MB +[2025-12-25 00:51:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][540/1573] eta 0:13:32 lr 0.000034 time 0.4239 (0.7867) loss 1378.3508 (1312.0640) grad_norm 239.4054 (299.7816) embed_mse 1377.2048 (1310.9324) mask_bce 0.2915 (0.2618) mask_dice 0.8545 (0.8697) mem 21940MB +[2025-12-25 00:52:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][550/1573] eta 0:13:20 lr 0.000034 time 0.4226 (0.7821) loss 1325.2733 (1312.2619) grad_norm 206.6609 (298.4121) embed_mse 1324.1200 (1311.1304) mask_bce 0.2771 (0.2618) mask_dice 0.8762 (0.8697) mem 21940MB +[2025-12-25 00:52:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][560/1573] eta 0:13:09 lr 0.000034 time 0.4235 (0.7799) loss 1197.2721 (1311.8722) grad_norm 158.8479 (297.2251) embed_mse 1196.1483 (1310.7408) mask_bce 0.2770 (0.2616) mask_dice 0.8468 (0.8697) mem 21940MB +[2025-12-25 00:52:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][570/1573] eta 0:12:57 lr 0.000034 time 0.4247 (0.7754) loss 1304.4888 (1311.7543) grad_norm 409.4784 (298.8062) embed_mse 1303.3457 (1310.6230) mask_bce 0.2962 (0.2618) mask_dice 0.8469 (0.8695) mem 21940MB +[2025-12-25 00:52:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][580/1573] eta 0:12:52 lr 0.000034 time 0.4257 (0.7776) loss 1262.5602 (1311.9174) grad_norm 579.6653 (302.7070) embed_mse 1261.4540 (1310.7863) mask_bce 0.2138 (0.2614) mask_dice 0.8923 (0.8697) mem 21940MB +[2025-12-25 00:52:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][590/1573] eta 0:12:43 lr 0.000034 time 0.4214 (0.7769) loss 1326.6467 (1312.0057) grad_norm 357.4364 (303.4567) embed_mse 1325.5480 (1310.8747) mask_bce 0.2300 (0.2613) mask_dice 0.8688 (0.8697) mem 21940MB +[2025-12-25 00:52:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][600/1573] eta 0:12:38 lr 0.000035 time 0.4244 (0.7795) loss 1302.4062 (1312.3845) grad_norm 283.2893 (302.3405) embed_mse 1301.2979 (1311.2535) mask_bce 0.2228 (0.2612) mask_dice 0.8856 (0.8698) mem 21940MB +[2025-12-25 00:52:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][610/1573] eta 0:12:25 lr 0.000035 time 0.4304 (0.7738) loss 1342.8136 (1312.6501) grad_norm 161.3144 (300.4849) embed_mse 1341.6888 (1311.5192) mask_bce 0.2613 (0.2613) mask_dice 0.8635 (0.8696) mem 21940MB +[2025-12-25 00:52:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][620/1573] eta 0:12:21 lr 0.000035 time 0.4247 (0.7780) loss 1384.0944 (1312.8958) grad_norm 403.3981 (301.8214) embed_mse 1382.9722 (1311.7648) mask_bce 0.2617 (0.2614) mask_dice 0.8605 (0.8696) mem 21940MB +[2025-12-25 00:53:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][630/1573] eta 0:12:16 lr 0.000035 time 0.4229 (0.7805) loss 1326.8726 (1313.0136) grad_norm 337.3499 (302.2769) embed_mse 1325.7515 (1311.8828) mask_bce 0.2648 (0.2612) mask_dice 0.8563 (0.8696) mem 21940MB +[2025-12-25 00:53:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][640/1573] eta 0:12:03 lr 0.000035 time 0.4218 (0.7750) loss 1297.5405 (1313.2747) grad_norm 299.1960 (303.6989) embed_mse 1296.4203 (1312.1438) mask_bce 0.2567 (0.2614) mask_dice 0.8635 (0.8696) mem 21940MB +[2025-12-25 00:53:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][650/1573] eta 0:11:55 lr 0.000035 time 0.4211 (0.7757) loss 1359.3146 (1313.7894) grad_norm 272.4709 (303.3134) embed_mse 1358.2266 (1312.6583) mask_bce 0.2065 (0.2616) mask_dice 0.8814 (0.8695) mem 21940MB +[2025-12-25 00:53:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][660/1573] eta 0:11:45 lr 0.000035 time 0.5073 (0.7726) loss 1313.1143 (1313.6769) grad_norm 460.3704 (305.2287) embed_mse 1312.0165 (1312.5460) mask_bce 0.2286 (0.2615) mask_dice 0.8692 (0.8694) mem 21940MB +[2025-12-25 00:53:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][670/1573] eta 0:11:37 lr 0.000036 time 0.4229 (0.7725) loss 1379.3744 (1313.9398) grad_norm 247.4443 (304.5325) embed_mse 1378.2335 (1312.8088) mask_bce 0.2940 (0.2615) mask_dice 0.8469 (0.8695) mem 21940MB +[2025-12-25 00:53:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][680/1573] eta 0:11:36 lr 0.000036 time 0.4239 (0.7796) loss 1311.8905 (1313.5308) grad_norm 197.8850 (303.2895) embed_mse 1310.7700 (1312.3998) mask_bce 0.2608 (0.2616) mask_dice 0.8597 (0.8695) mem 21940MB +[2025-12-25 00:53:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][690/1573] eta 0:11:27 lr 0.000036 time 0.4257 (0.7786) loss 1349.6359 (1313.6986) grad_norm 238.2618 (302.5334) embed_mse 1348.5090 (1312.5678) mask_bce 0.2492 (0.2613) mask_dice 0.8776 (0.8694) mem 21940MB +[2025-12-25 00:53:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][700/1573] eta 0:11:21 lr 0.000036 time 0.4164 (0.7802) loss 1319.8748 (1313.5053) grad_norm 221.2236 (301.5988) embed_mse 1318.7518 (1312.3746) mask_bce 0.2405 (0.2613) mask_dice 0.8823 (0.8694) mem 21940MB +[2025-12-25 00:54:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][710/1573] eta 0:11:14 lr 0.000036 time 1.6590 (0.7811) loss 1298.1553 (1313.3706) grad_norm 159.4906 (299.9839) embed_mse 1297.0358 (1312.2401) mask_bce 0.2474 (0.2610) mask_dice 0.8721 (0.8694) mem 21940MB +[2025-12-25 00:54:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][720/1573] eta 0:11:04 lr 0.000037 time 0.4190 (0.7790) loss 1298.0559 (1313.4300) grad_norm 282.4029 (299.9590) embed_mse 1296.9103 (1312.2996) mask_bce 0.2967 (0.2611) mask_dice 0.8490 (0.8693) mem 21940MB +[2025-12-25 00:54:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][730/1573] eta 0:11:02 lr 0.000037 time 0.4203 (0.7857) loss 1364.1729 (1313.2908) grad_norm 365.3254 (300.6773) embed_mse 1363.0222 (1312.1606) mask_bce 0.3111 (0.2610) mask_dice 0.8395 (0.8693) mem 21940MB +[2025-12-25 00:54:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][740/1573] eta 0:10:50 lr 0.000037 time 0.4225 (0.7811) loss 1320.7791 (1313.4596) grad_norm 178.3798 (299.3480) embed_mse 1319.6884 (1312.3296) mask_bce 0.2123 (0.2607) mask_dice 0.8785 (0.8693) mem 21940MB +[2025-12-25 00:54:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][750/1573] eta 0:10:41 lr 0.000037 time 0.4191 (0.7800) loss 1282.2219 (1313.5939) grad_norm 376.1096 (300.1734) embed_mse 1281.1168 (1312.4642) mask_bce 0.2466 (0.2604) mask_dice 0.8585 (0.8694) mem 21940MB +[2025-12-25 00:54:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][760/1573] eta 0:10:31 lr 0.000037 time 0.4229 (0.7771) loss 1305.1245 (1313.7266) grad_norm 314.4236 (299.6126) embed_mse 1304.0149 (1312.5967) mask_bce 0.2358 (0.2605) mask_dice 0.8737 (0.8693) mem 21940MB +[2025-12-25 00:54:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][770/1573] eta 0:10:24 lr 0.000037 time 0.4220 (0.7781) loss 1293.3130 (1313.7117) grad_norm 332.3573 (299.9537) embed_mse 1292.2163 (1312.5817) mask_bce 0.2141 (0.2606) mask_dice 0.8826 (0.8693) mem 21940MB +[2025-12-25 00:55:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][780/1573] eta 0:10:18 lr 0.000037 time 0.4175 (0.7805) loss 1332.7466 (1313.5444) grad_norm 276.6794 (299.7137) embed_mse 1331.6266 (1312.4144) mask_bce 0.2684 (0.2607) mask_dice 0.8516 (0.8693) mem 21940MB +[2025-12-25 00:55:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][790/1573] eta 0:10:12 lr 0.000038 time 0.4156 (0.7827) loss 1285.2007 (1313.4499) grad_norm 251.4033 (299.2208) embed_mse 1284.0979 (1312.3200) mask_bce 0.2268 (0.2605) mask_dice 0.8760 (0.8693) mem 21940MB +[2025-12-25 00:55:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][800/1573] eta 0:10:03 lr 0.000038 time 0.4188 (0.7801) loss 1290.3392 (1313.5392) grad_norm 245.1822 (297.3939) embed_mse 1289.2162 (1312.4095) mask_bce 0.2560 (0.2604) mask_dice 0.8670 (0.8693) mem 21940MB +[2025-12-25 00:55:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][810/1573] eta 0:09:58 lr 0.000038 time 0.4192 (0.7848) loss 1340.7299 (1313.2065) grad_norm 186.5372 (296.2963) embed_mse 1339.4025 (1312.0766) mask_bce 0.4361 (0.2606) mask_dice 0.8913 (0.8692) mem 21940MB +[2025-12-25 00:55:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][820/1573] eta 0:09:47 lr 0.000038 time 0.4186 (0.7804) loss 1311.3138 (1313.2130) grad_norm 393.3511 (297.2478) embed_mse 1310.2274 (1312.0833) mask_bce 0.1838 (0.2605) mask_dice 0.9027 (0.8692) mem 21940MB +[2025-12-25 00:55:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][830/1573] eta 0:09:40 lr 0.000038 time 0.4278 (0.7817) loss 1311.8596 (1313.3744) grad_norm 346.7089 (297.7280) embed_mse 1310.7167 (1312.2447) mask_bce 0.2976 (0.2606) mask_dice 0.8454 (0.8691) mem 21940MB +[2025-12-25 00:55:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][840/1573] eta 0:09:34 lr 0.000038 time 0.4171 (0.7835) loss 1311.8436 (1313.4318) grad_norm 227.3018 (296.6591) embed_mse 1310.7097 (1312.3021) mask_bce 0.2773 (0.2608) mask_dice 0.8567 (0.8690) mem 21940MB +[2025-12-25 00:56:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][850/1573] eta 0:09:28 lr 0.000039 time 0.4185 (0.7861) loss 1317.1541 (1313.4620) grad_norm 203.8871 (295.7839) embed_mse 1316.0076 (1312.3323) mask_bce 0.3044 (0.2609) mask_dice 0.8421 (0.8688) mem 21940MB +[2025-12-25 00:56:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][860/1573] eta 0:09:29 lr 0.000039 time 0.4206 (0.7990) loss 1317.4501 (1313.4303) grad_norm 463.8932 (297.3550) embed_mse 1316.3168 (1312.3006) mask_bce 0.2967 (0.2609) mask_dice 0.8367 (0.8688) mem 21940MB +[2025-12-25 00:56:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][870/1573] eta 0:09:20 lr 0.000039 time 0.4484 (0.7969) loss 1305.7408 (1313.4618) grad_norm 245.6752 (296.8765) embed_mse 1304.6179 (1312.3321) mask_bce 0.2674 (0.2609) mask_dice 0.8555 (0.8688) mem 21940MB +[2025-12-25 00:56:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][880/1573] eta 0:09:11 lr 0.000039 time 0.4215 (0.7962) loss 1304.9180 (1313.4774) grad_norm 219.2402 (297.1749) embed_mse 1303.8226 (1312.3478) mask_bce 0.2157 (0.2608) mask_dice 0.8797 (0.8687) mem 21940MB +[2025-12-25 00:56:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][890/1573] eta 0:09:00 lr 0.000039 time 0.4237 (0.7920) loss 1326.1532 (1313.6544) grad_norm 240.5898 (296.6651) embed_mse 1324.9856 (1312.5247) mask_bce 0.2983 (0.2611) mask_dice 0.8693 (0.8686) mem 21940MB +[2025-12-25 00:56:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][900/1573] eta 0:08:55 lr 0.000039 time 0.4223 (0.7953) loss 1330.2855 (1313.5386) grad_norm 186.6474 (295.6828) embed_mse 1329.1749 (1312.4090) mask_bce 0.2493 (0.2610) mask_dice 0.8612 (0.8685) mem 21940MB +[2025-12-25 00:56:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][910/1573] eta 0:08:47 lr 0.000039 time 0.4264 (0.7952) loss 1329.6526 (1313.4630) grad_norm 206.5777 (294.8943) embed_mse 1328.5525 (1312.3336) mask_bce 0.2429 (0.2609) mask_dice 0.8572 (0.8685) mem 21940MB +[2025-12-25 00:57:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][920/1573] eta 0:08:38 lr 0.000040 time 0.4149 (0.7945) loss 1296.0247 (1313.3980) grad_norm 316.1840 (296.7748) embed_mse 1294.9196 (1312.2687) mask_bce 0.2341 (0.2608) mask_dice 0.8709 (0.8685) mem 21940MB +[2025-12-25 00:57:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][930/1573] eta 0:08:31 lr 0.000040 time 0.4218 (0.7951) loss 1366.5657 (1313.5498) grad_norm 201.0282 (295.9495) embed_mse 1365.3643 (1312.4203) mask_bce 0.3569 (0.2611) mask_dice 0.8445 (0.8685) mem 21940MB +[2025-12-25 00:57:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][940/1573] eta 0:08:23 lr 0.000040 time 0.4238 (0.7958) loss 1291.9313 (1313.6421) grad_norm 250.1327 (295.5579) embed_mse 1290.8163 (1312.5125) mask_bce 0.2417 (0.2613) mask_dice 0.8733 (0.8684) mem 21940MB +[2025-12-25 00:57:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][950/1573] eta 0:08:14 lr 0.000040 time 0.4236 (0.7944) loss 1331.4259 (1313.6232) grad_norm 260.1208 (295.2575) embed_mse 1330.2855 (1312.4936) mask_bce 0.2527 (0.2613) mask_dice 0.8877 (0.8683) mem 21940MB +[2025-12-25 00:57:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][960/1573] eta 0:08:07 lr 0.000040 time 0.4303 (0.7945) loss 1253.8610 (1313.4626) grad_norm 333.7311 (295.0333) embed_mse 1252.7393 (1312.3330) mask_bce 0.2629 (0.2614) mask_dice 0.8588 (0.8682) mem 21940MB +[2025-12-25 00:57:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][970/1573] eta 0:07:58 lr 0.000040 time 0.4148 (0.7929) loss 1344.7893 (1313.5034) grad_norm 201.0471 (294.2565) embed_mse 1343.6689 (1312.3739) mask_bce 0.2676 (0.2614) mask_dice 0.8528 (0.8682) mem 21940MB +[2025-12-25 00:57:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][980/1573] eta 0:07:53 lr 0.000041 time 0.4535 (0.7991) loss 1274.5872 (1313.4607) grad_norm 351.0576 (294.7221) embed_mse 1273.4556 (1312.3312) mask_bce 0.2675 (0.2612) mask_dice 0.8640 (0.8682) mem 21940MB +[2025-12-25 00:58:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][990/1573] eta 0:07:46 lr 0.000041 time 4.3043 (0.8004) loss 1287.4624 (1313.5291) grad_norm 260.9423 (294.4474) embed_mse 1286.3259 (1312.3996) mask_bce 0.2797 (0.2613) mask_dice 0.8567 (0.8682) mem 21940MB +[2025-12-25 00:58:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1000/1573] eta 0:07:38 lr 0.000041 time 0.4235 (0.8010) loss 1330.9203 (1313.4867) grad_norm 280.8611 (294.4648) embed_mse 1329.8162 (1312.3575) mask_bce 0.2519 (0.2611) mask_dice 0.8523 (0.8682) mem 21940MB +[2025-12-25 00:58:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1010/1573] eta 0:07:30 lr 0.000041 time 0.4254 (0.8004) loss 1333.4474 (1313.5312) grad_norm 249.7390 (294.1098) embed_mse 1332.3336 (1312.4020) mask_bce 0.2617 (0.2611) mask_dice 0.8521 (0.8681) mem 21940MB +[2025-12-25 00:58:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1020/1573] eta 0:07:21 lr 0.000041 time 0.4373 (0.7985) loss 1383.2286 (1313.4080) grad_norm 246.0916 (293.7317) embed_mse 1382.1155 (1312.2789) mask_bce 0.2336 (0.2610) mask_dice 0.8795 (0.8681) mem 21940MB +[2025-12-25 00:58:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1030/1573] eta 0:07:12 lr 0.000041 time 1.0613 (0.7960) loss 1334.2823 (1313.2065) grad_norm 256.6083 (293.4417) embed_mse 1333.1686 (1312.0775) mask_bce 0.2452 (0.2609) mask_dice 0.8686 (0.8681) mem 21940MB +[2025-12-25 00:58:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1040/1573] eta 0:07:04 lr 0.000042 time 0.4281 (0.7956) loss 1255.1351 (1313.0632) grad_norm 429.4489 (294.7188) embed_mse 1254.0197 (1311.9344) mask_bce 0.2468 (0.2608) mask_dice 0.8687 (0.8681) mem 21940MB +[2025-12-25 00:58:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1050/1573] eta 0:06:58 lr 0.000042 time 0.4352 (0.8006) loss 1238.7847 (1313.0988) grad_norm 167.1267 (293.7448) embed_mse 1237.6279 (1311.9700) mask_bce 0.2764 (0.2608) mask_dice 0.8804 (0.8680) mem 21940MB +[2025-12-25 00:59:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1060/1573] eta 0:06:50 lr 0.000042 time 0.4304 (0.8007) loss 1345.0392 (1313.0541) grad_norm 315.8534 (293.9123) embed_mse 1343.9192 (1311.9253) mask_bce 0.2390 (0.2608) mask_dice 0.8809 (0.8679) mem 21940MB +[2025-12-25 00:59:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1070/1573] eta 0:06:41 lr 0.000042 time 0.4197 (0.7984) loss 1364.4286 (1313.0702) grad_norm 389.0597 (294.6277) embed_mse 1363.3053 (1311.9414) mask_bce 0.2300 (0.2609) mask_dice 0.8932 (0.8679) mem 21940MB +[2025-12-25 00:59:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1080/1573] eta 0:06:34 lr 0.000042 time 0.4277 (0.8009) loss 1306.1174 (1312.9465) grad_norm 200.7663 (294.1447) embed_mse 1305.0190 (1311.8177) mask_bce 0.2280 (0.2610) mask_dice 0.8703 (0.8678) mem 21940MB +[2025-12-25 00:59:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1090/1573] eta 0:06:27 lr 0.000042 time 0.4246 (0.8027) loss 1380.4891 (1313.1859) grad_norm 373.5137 (294.7283) embed_mse 1379.3118 (1312.0571) mask_bce 0.3097 (0.2609) mask_dice 0.8677 (0.8679) mem 21940MB +[2025-12-25 00:59:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1100/1573] eta 0:06:19 lr 0.000042 time 0.4380 (0.8033) loss 1242.8530 (1313.1725) grad_norm 463.9474 (295.9635) embed_mse 1241.7139 (1312.0438) mask_bce 0.2888 (0.2607) mask_dice 0.8503 (0.8679) mem 21940MB +[2025-12-25 00:59:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1110/1573] eta 0:06:13 lr 0.000043 time 2.5222 (0.8060) loss 1358.5383 (1313.1426) grad_norm 399.0819 (296.7108) embed_mse 1357.4275 (1312.0139) mask_bce 0.2315 (0.2608) mask_dice 0.8793 (0.8679) mem 21940MB +[2025-12-25 00:59:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1120/1573] eta 0:06:05 lr 0.000043 time 0.4196 (0.8065) loss 1290.3185 (1313.1450) grad_norm 232.7264 (297.3846) embed_mse 1289.2125 (1312.0165) mask_bce 0.2508 (0.2607) mask_dice 0.8552 (0.8679) mem 21940MB +[2025-12-25 01:00:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1130/1573] eta 0:05:57 lr 0.000043 time 0.4188 (0.8060) loss 1283.0950 (1313.0551) grad_norm 226.9420 (296.8850) embed_mse 1281.9785 (1311.9267) mask_bce 0.2734 (0.2605) mask_dice 0.8430 (0.8679) mem 21940MB +[2025-12-25 01:00:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1140/1573] eta 0:05:49 lr 0.000043 time 0.4203 (0.8067) loss 1300.6064 (1312.9816) grad_norm 191.7122 (296.1443) embed_mse 1299.5068 (1311.8533) mask_bce 0.2482 (0.2605) mask_dice 0.8514 (0.8678) mem 21940MB +[2025-12-25 01:00:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1150/1573] eta 0:05:40 lr 0.000043 time 0.4151 (0.8048) loss 1298.1221 (1313.1002) grad_norm 488.6375 (297.4904) embed_mse 1296.9956 (1311.9719) mask_bce 0.2713 (0.2605) mask_dice 0.8553 (0.8677) mem 21940MB +[2025-12-25 01:00:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1160/1573] eta 0:05:33 lr 0.000044 time 0.4217 (0.8063) loss 1263.9431 (1313.2002) grad_norm 301.1069 (298.4011) embed_mse 1262.8185 (1312.0720) mask_bce 0.2539 (0.2605) mask_dice 0.8707 (0.8677) mem 21940MB +[2025-12-25 01:00:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1170/1573] eta 0:05:24 lr 0.000044 time 0.4196 (0.8062) loss 1284.1228 (1313.1295) grad_norm 194.2121 (297.6874) embed_mse 1283.0352 (1312.0015) mask_bce 0.2319 (0.2602) mask_dice 0.8557 (0.8677) mem 21940MB +[2025-12-25 01:00:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1180/1573] eta 0:05:19 lr 0.000044 time 0.4412 (0.8139) loss 1269.9692 (1312.9878) grad_norm 299.9024 (297.7025) embed_mse 1268.8549 (1311.8597) mask_bce 0.2488 (0.2603) mask_dice 0.8656 (0.8677) mem 21940MB +[2025-12-25 01:00:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1190/1573] eta 0:05:11 lr 0.000044 time 0.4563 (0.8129) loss 1321.6737 (1312.8765) grad_norm 329.1813 (297.9152) embed_mse 1320.5765 (1311.7486) mask_bce 0.2336 (0.2603) mask_dice 0.8636 (0.8677) mem 21940MB +[2025-12-25 01:01:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1200/1573] eta 0:05:04 lr 0.000044 time 0.4247 (0.8173) loss 1268.4130 (1312.9117) grad_norm 351.1130 (298.3483) embed_mse 1267.3269 (1311.7839) mask_bce 0.2072 (0.2601) mask_dice 0.8787 (0.8677) mem 21940MB +[2025-12-25 01:01:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1210/1573] eta 0:04:55 lr 0.000044 time 0.4369 (0.8141) loss 1356.0643 (1313.0369) grad_norm 504.0395 (299.7105) embed_mse 1354.9460 (1311.9091) mask_bce 0.2557 (0.2602) mask_dice 0.8625 (0.8677) mem 21940MB +[2025-12-25 01:01:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1220/1573] eta 0:04:47 lr 0.000044 time 0.4257 (0.8155) loss 1324.7239 (1313.0399) grad_norm 414.3347 (300.4646) embed_mse 1323.5848 (1311.9121) mask_bce 0.2750 (0.2602) mask_dice 0.8640 (0.8676) mem 21940MB +[2025-12-25 01:01:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1230/1573] eta 0:04:38 lr 0.000045 time 0.4175 (0.8123) loss 1257.5193 (1313.0528) grad_norm 373.3451 (300.9409) embed_mse 1256.4392 (1311.9251) mask_bce 0.2137 (0.2601) mask_dice 0.8665 (0.8675) mem 21940MB +[2025-12-25 01:01:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1240/1573] eta 0:04:30 lr 0.000045 time 0.4149 (0.8137) loss 1349.2886 (1313.0421) grad_norm 149.2847 (300.4821) embed_mse 1348.0754 (1311.9144) mask_bce 0.3355 (0.2602) mask_dice 0.8775 (0.8675) mem 21940MB +[2025-12-25 01:01:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1250/1573] eta 0:04:24 lr 0.000045 time 0.4178 (0.8176) loss 1211.3318 (1312.8906) grad_norm 190.7841 (299.7789) embed_mse 1210.1857 (1311.7630) mask_bce 0.3004 (0.2601) mask_dice 0.8457 (0.8674) mem 21940MB +[2025-12-25 01:01:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1260/1573] eta 0:04:15 lr 0.000045 time 0.4198 (0.8156) loss 1343.7120 (1312.8405) grad_norm 254.7319 (299.4920) embed_mse 1342.5946 (1311.7129) mask_bce 0.2831 (0.2602) mask_dice 0.8344 (0.8674) mem 21940MB +[2025-12-25 01:02:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1270/1573] eta 0:04:08 lr 0.000045 time 2.6284 (0.8193) loss 1319.5546 (1312.8305) grad_norm 312.4873 (299.5742) embed_mse 1318.4087 (1311.7029) mask_bce 0.2749 (0.2602) mask_dice 0.8709 (0.8673) mem 21940MB +[2025-12-25 01:02:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1280/1573] eta 0:03:59 lr 0.000045 time 0.4187 (0.8185) loss 1362.8477 (1312.8528) grad_norm 295.6209 (299.6745) embed_mse 1361.7225 (1311.7253) mask_bce 0.2616 (0.2601) mask_dice 0.8635 (0.8673) mem 21940MB +[2025-12-25 01:02:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1290/1573] eta 0:03:51 lr 0.000046 time 0.4198 (0.8185) loss 1267.0166 (1312.7454) grad_norm 296.5236 (299.6549) embed_mse 1265.8849 (1311.6180) mask_bce 0.2605 (0.2602) mask_dice 0.8713 (0.8673) mem 21940MB +[2025-12-25 01:02:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1300/1573] eta 0:03:43 lr 0.000046 time 0.4186 (0.8184) loss 1308.4155 (1312.8430) grad_norm 192.8323 (298.9955) embed_mse 1307.2830 (1311.7157) mask_bce 0.2653 (0.2601) mask_dice 0.8673 (0.8672) mem 21940MB +[2025-12-25 01:02:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1310/1573] eta 0:03:35 lr 0.000046 time 1.7439 (0.8195) loss 1315.5482 (1312.9144) grad_norm 311.6820 (299.0734) embed_mse 1314.4132 (1311.7871) mask_bce 0.2770 (0.2603) mask_dice 0.8580 (0.8671) mem 21940MB +[2025-12-25 01:02:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1320/1573] eta 0:03:28 lr 0.000046 time 0.4336 (0.8234) loss 1223.7247 (1312.8164) grad_norm 286.5081 (298.9857) embed_mse 1222.6093 (1311.6890) mask_bce 0.2538 (0.2604) mask_dice 0.8617 (0.8671) mem 21940MB +[2025-12-25 01:03:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1330/1573] eta 0:03:21 lr 0.000046 time 0.4133 (0.8308) loss 1263.7483 (1312.7168) grad_norm 255.0145 (298.7209) embed_mse 1262.6340 (1311.5894) mask_bce 0.2642 (0.2603) mask_dice 0.8502 (0.8670) mem 21940MB +[2025-12-25 01:03:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1340/1573] eta 0:03:12 lr 0.000046 time 0.4243 (0.8277) loss 1374.4764 (1312.8525) grad_norm 411.2218 (299.3945) embed_mse 1373.3226 (1311.7251) mask_bce 0.2823 (0.2604) mask_dice 0.8716 (0.8670) mem 21940MB +[2025-12-25 01:03:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1350/1573] eta 0:03:04 lr 0.000046 time 0.4150 (0.8281) loss 1341.3403 (1312.8679) grad_norm 249.6780 (299.0986) embed_mse 1340.1498 (1311.7405) mask_bce 0.2803 (0.2604) mask_dice 0.9103 (0.8670) mem 21940MB +[2025-12-25 01:03:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1360/1573] eta 0:02:56 lr 0.000047 time 0.4274 (0.8298) loss 1297.4254 (1312.8571) grad_norm 306.7400 (298.6085) embed_mse 1296.2722 (1311.7297) mask_bce 0.2998 (0.2605) mask_dice 0.8533 (0.8669) mem 21940MB +[2025-12-25 01:03:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1370/1573] eta 0:02:48 lr 0.000047 time 0.4172 (0.8304) loss 1319.9927 (1312.9965) grad_norm 444.7942 (299.4634) embed_mse 1318.8818 (1311.8692) mask_bce 0.2558 (0.2605) mask_dice 0.8550 (0.8669) mem 21940MB +[2025-12-25 01:03:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1380/1573] eta 0:02:40 lr 0.000047 time 0.4132 (0.8306) loss 1337.1315 (1313.2186) grad_norm 197.1123 (298.8683) embed_mse 1336.0088 (1312.0913) mask_bce 0.2835 (0.2605) mask_dice 0.8392 (0.8668) mem 21940MB +[2025-12-25 01:04:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1390/1573] eta 0:02:34 lr 0.000047 time 12.4035 (0.8420) loss 1344.8173 (1313.2211) grad_norm 359.9586 (299.2214) embed_mse 1343.7065 (1312.0938) mask_bce 0.2048 (0.2605) mask_dice 0.9060 (0.8667) mem 21940MB +[2025-12-25 01:04:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1400/1573] eta 0:02:25 lr 0.000047 time 0.4132 (0.8390) loss 1350.2535 (1313.1262) grad_norm 425.8461 (300.2784) embed_mse 1349.1687 (1311.9991) mask_bce 0.2105 (0.2605) mask_dice 0.8743 (0.8667) mem 21940MB +[2025-12-25 01:04:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1410/1573] eta 0:02:17 lr 0.000047 time 0.4155 (0.8410) loss 1411.7445 (1313.0479) grad_norm 294.8682 (300.2477) embed_mse 1410.5951 (1311.9207) mask_bce 0.2891 (0.2605) mask_dice 0.8603 (0.8666) mem 21940MB +[2025-12-25 01:04:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1420/1573] eta 0:02:08 lr 0.000048 time 0.4136 (0.8380) loss 1284.1954 (1312.9614) grad_norm 179.8013 (299.5672) embed_mse 1283.0762 (1311.8343) mask_bce 0.2742 (0.2605) mask_dice 0.8449 (0.8666) mem 21940MB +[2025-12-25 01:04:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1430/1573] eta 0:02:00 lr 0.000048 time 0.4155 (0.8424) loss 1333.0750 (1312.9649) grad_norm 257.9502 (299.3334) embed_mse 1331.9302 (1311.8379) mask_bce 0.3106 (0.2605) mask_dice 0.8342 (0.8665) mem 21940MB +[2025-12-25 01:05:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1440/1573] eta 0:01:51 lr 0.000048 time 0.4173 (0.8409) loss 1343.5358 (1313.0560) grad_norm 483.7809 (301.0988) embed_mse 1342.4204 (1311.9290) mask_bce 0.2630 (0.2605) mask_dice 0.8524 (0.8665) mem 21940MB +[2025-12-25 01:05:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1450/1573] eta 0:01:43 lr 0.000048 time 0.4178 (0.8420) loss 1406.0431 (1312.8682) grad_norm 254.1036 (300.8391) embed_mse 1404.9357 (1311.7411) mask_bce 0.2197 (0.2605) mask_dice 0.8878 (0.8665) mem 21940MB +[2025-12-25 01:05:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1460/1573] eta 0:01:35 lr 0.000048 time 0.4158 (0.8411) loss 1294.2958 (1312.9340) grad_norm 368.5655 (301.2113) embed_mse 1293.1874 (1311.8070) mask_bce 0.2370 (0.2605) mask_dice 0.8714 (0.8665) mem 21940MB +[2025-12-25 01:05:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1470/1573] eta 0:01:27 lr 0.000048 time 2.8470 (0.8452) loss 1312.0164 (1312.8311) grad_norm 356.4791 (301.5133) embed_mse 1310.9204 (1311.7043) mask_bce 0.2287 (0.2604) mask_dice 0.8673 (0.8665) mem 21940MB +[2025-12-25 01:05:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1480/1573] eta 0:01:19 lr 0.000049 time 0.4197 (0.8513) loss 1320.8022 (1312.9410) grad_norm 167.3537 (301.4030) embed_mse 1319.6912 (1311.8141) mask_bce 0.2473 (0.2605) mask_dice 0.8638 (0.8664) mem 21940MB +[2025-12-25 01:05:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1490/1573] eta 0:01:10 lr 0.000049 time 0.4170 (0.8507) loss 1325.6353 (1313.0078) grad_norm 241.1100 (301.0789) embed_mse 1324.5327 (1311.8810) mask_bce 0.2364 (0.2604) mask_dice 0.8661 (0.8664) mem 21940MB +[2025-12-25 01:06:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1500/1573] eta 0:01:01 lr 0.000049 time 0.4174 (0.8491) loss 1328.9006 (1312.9878) grad_norm 194.6193 (300.5096) embed_mse 1327.7821 (1311.8610) mask_bce 0.2737 (0.2604) mask_dice 0.8448 (0.8664) mem 21940MB +[2025-12-25 01:06:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1510/1573] eta 0:00:53 lr 0.000049 time 0.4167 (0.8504) loss 1323.3561 (1312.8387) grad_norm 208.0586 (300.0178) embed_mse 1322.2489 (1311.7120) mask_bce 0.2422 (0.2604) mask_dice 0.8650 (0.8663) mem 21940MB +[2025-12-25 01:06:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1520/1573] eta 0:00:45 lr 0.000049 time 0.4175 (0.8521) loss 1298.1538 (1312.8182) grad_norm 202.3134 (299.0362) embed_mse 1297.0629 (1311.6916) mask_bce 0.1974 (0.2602) mask_dice 0.8936 (0.8664) mem 21940MB +[2025-12-25 01:06:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1530/1573] eta 0:00:36 lr 0.000049 time 4.9857 (0.8554) loss 1335.4185 (1312.7911) grad_norm 184.1456 (298.4347) embed_mse 1334.3032 (1311.6645) mask_bce 0.2758 (0.2604) mask_dice 0.8394 (0.8663) mem 21940MB +[2025-12-25 01:06:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1540/1573] eta 0:00:28 lr 0.000049 time 0.4151 (0.8546) loss 1360.6759 (1312.8277) grad_norm 264.0280 (298.2555) embed_mse 1359.5345 (1311.7012) mask_bce 0.3070 (0.2603) mask_dice 0.8343 (0.8663) mem 21940MB +[2025-12-25 01:06:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1550/1573] eta 0:00:19 lr 0.000050 time 0.4160 (0.8538) loss 1371.6897 (1312.9185) grad_norm 209.1918 (297.7940) embed_mse 1370.5626 (1311.7919) mask_bce 0.2712 (0.2603) mask_dice 0.8560 (0.8663) mem 21940MB +[2025-12-25 01:07:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1560/1573] eta 0:00:11 lr 0.000050 time 1.8549 (0.8528) loss 1337.7869 (1312.9523) grad_norm 208.3927 (296.7653) embed_mse 1336.6376 (1311.8258) mask_bce 0.2910 (0.2603) mask_dice 0.8583 (0.8662) mem 21940MB +[2025-12-25 01:07:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1570/1573] eta 0:00:02 lr 0.000049 time 0.9624 (0.8509) loss 1312.4462 (1312.9217) grad_norm 234.0244 (296.4452) embed_mse 1311.3077 (1311.7952) mask_bce 0.2707 (0.2603) mask_dice 0.8677 (0.8662) mem 21940MB +[2025-12-25 01:07:14 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 1 training takes 0:22:23 +[2025-12-25 01:07:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][0/1573] eta 1:26:26 lr 0.000049 time 3.2970 (3.2970) loss 1267.8354 (1267.8354) grad_norm 0.0000 (0.0000) embed_mse 1266.7354 (1266.7354) mask_bce 0.2495 (0.2495) mask_dice 0.8506 (0.8506) mem 21940MB +[2025-12-25 01:07:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][10/1573] eta 0:33:14 lr 0.000049 time 0.4186 (1.2762) loss 1347.8518 (1309.8847) grad_norm 277.0807 (277.0807) embed_mse 1346.7593 (1308.7350) mask_bce 0.2024 (0.2794) mask_dice 0.8902 (0.8703) mem 21940MB +[2025-12-25 01:07:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][20/1573] eta 0:22:44 lr 0.000049 time 0.4162 (0.8786) loss 1362.1696 (1307.3322) grad_norm 304.7577 (290.9192) embed_mse 1361.0676 (1306.1981) mask_bce 0.2433 (0.2710) mask_dice 0.8586 (0.8630) mem 21940MB +[2025-12-25 01:07:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][30/1573] eta 0:19:47 lr 0.000049 time 0.4236 (0.7695) loss 1333.6650 (1310.2016) grad_norm 220.7586 (267.5323) embed_mse 1332.5225 (1309.0720) mask_bce 0.2899 (0.2647) mask_dice 0.8527 (0.8648) mem 21940MB +[2025-12-25 01:07:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][40/1573] eta 0:21:09 lr 0.000049 time 0.4164 (0.8280) loss 1263.3335 (1312.5814) grad_norm 188.8787 (233.6479) embed_mse 1262.2168 (1311.4526) mask_bce 0.2612 (0.2633) mask_dice 0.8554 (0.8654) mem 21940MB +[2025-12-25 01:07:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][50/1573] eta 0:22:24 lr 0.000049 time 0.4211 (0.8828) loss 1353.1584 (1317.0350) grad_norm 340.7428 (251.4970) embed_mse 1352.0110 (1315.9099) mask_bce 0.3070 (0.2605) mask_dice 0.8404 (0.8647) mem 21940MB +[2025-12-25 01:08:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][60/1573] eta 0:20:21 lr 0.000049 time 0.4166 (0.8071) loss 1280.9716 (1317.4281) grad_norm 197.1818 (243.7377) embed_mse 1279.8605 (1316.3031) mask_bce 0.2541 (0.2616) mask_dice 0.8571 (0.8634) mem 21940MB +[2025-12-25 01:08:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][70/1573] eta 0:19:00 lr 0.000049 time 0.4219 (0.7591) loss 1373.0428 (1316.7120) grad_norm 226.9959 (241.6450) embed_mse 1371.9015 (1315.5861) mask_bce 0.2825 (0.2626) mask_dice 0.8589 (0.8632) mem 21940MB +[2025-12-25 01:08:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][80/1573] eta 0:18:03 lr 0.000049 time 0.4250 (0.7257) loss 1280.7180 (1316.1250) grad_norm 206.3425 (240.5685) embed_mse 1279.5762 (1314.9991) mask_bce 0.2815 (0.2614) mask_dice 0.8603 (0.8645) mem 21940MB +[2025-12-25 01:08:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][90/1573] eta 0:17:07 lr 0.000049 time 0.4220 (0.6931) loss 1323.3566 (1317.9883) grad_norm 226.0522 (239.2488) embed_mse 1322.1744 (1316.8637) mask_bce 0.3200 (0.2598) mask_dice 0.8621 (0.8649) mem 21940MB +[2025-12-25 01:08:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][100/1573] eta 0:16:44 lr 0.000049 time 0.4174 (0.6817) loss 1277.1471 (1316.1416) grad_norm 225.4635 (238.1001) embed_mse 1276.0107 (1315.0155) mask_bce 0.3185 (0.2622) mask_dice 0.8179 (0.8638) mem 21940MB +[2025-12-25 01:08:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][110/1573] eta 0:17:28 lr 0.000049 time 3.5861 (0.7164) loss 1281.5441 (1316.7743) grad_norm 333.4183 (245.4323) embed_mse 1280.4161 (1315.6480) mask_bce 0.2803 (0.2622) mask_dice 0.8477 (0.8641) mem 21940MB +[2025-12-25 01:08:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][120/1573] eta 0:16:47 lr 0.000049 time 0.4214 (0.6931) loss 1311.0039 (1316.5234) grad_norm 255.0341 (250.9374) embed_mse 1309.8871 (1315.3973) mask_bce 0.2512 (0.2621) mask_dice 0.8656 (0.8639) mem 21940MB +[2025-12-25 01:08:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][130/1573] eta 0:16:28 lr 0.000049 time 0.4183 (0.6847) loss 1285.8071 (1317.1715) grad_norm 215.9080 (248.7480) embed_mse 1284.6984 (1316.0451) mask_bce 0.2788 (0.2627) mask_dice 0.8300 (0.8637) mem 21940MB +[2025-12-25 01:08:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][140/1573] eta 0:16:33 lr 0.000049 time 0.4185 (0.6936) loss 1344.2655 (1316.3750) grad_norm 211.1488 (246.5363) embed_mse 1343.1450 (1315.2492) mask_bce 0.2680 (0.2621) mask_dice 0.8524 (0.8636) mem 21940MB +[2025-12-25 01:09:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][150/1573] eta 0:16:36 lr 0.000049 time 0.4192 (0.7001) loss 1250.2643 (1315.7002) grad_norm 151.1161 (241.2352) embed_mse 1249.1776 (1314.5747) mask_bce 0.2257 (0.2617) mask_dice 0.8610 (0.8637) mem 21940MB +[2025-12-25 01:09:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][160/1573] eta 0:16:42 lr 0.000049 time 0.4255 (0.7092) loss 1297.8981 (1315.4863) grad_norm 248.3579 (239.5797) embed_mse 1296.7504 (1314.3617) mask_bce 0.2806 (0.2610) mask_dice 0.8672 (0.8636) mem 21940MB +[2025-12-25 01:09:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][170/1573] eta 0:16:11 lr 0.000049 time 0.4229 (0.6927) loss 1365.7892 (1314.6878) grad_norm 172.2236 (236.3723) embed_mse 1364.6326 (1313.5636) mask_bce 0.2951 (0.2609) mask_dice 0.8616 (0.8634) mem 21940MB +[2025-12-25 01:09:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][180/1573] eta 0:15:55 lr 0.000049 time 0.4327 (0.6858) loss 1362.5193 (1313.6693) grad_norm 291.6403 (238.8845) embed_mse 1361.4060 (1312.5447) mask_bce 0.2471 (0.2612) mask_dice 0.8662 (0.8634) mem 21940MB +[2025-12-25 01:09:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][190/1573] eta 0:15:41 lr 0.000049 time 0.4361 (0.6804) loss 1205.8984 (1312.8062) grad_norm 582.7958 (253.8371) embed_mse 1204.7897 (1311.6820) mask_bce 0.2561 (0.2611) mask_dice 0.8526 (0.8631) mem 21940MB +[2025-12-25 01:09:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][200/1573] eta 0:15:33 lr 0.000049 time 0.4242 (0.6800) loss 1347.7412 (1312.8066) grad_norm 400.3468 (258.9352) embed_mse 1346.6143 (1311.6818) mask_bce 0.2672 (0.2620) mask_dice 0.8598 (0.8628) mem 21940MB +[2025-12-25 01:09:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][210/1573] eta 0:15:10 lr 0.000049 time 0.4285 (0.6681) loss 1321.9728 (1313.8563) grad_norm 241.1590 (258.2515) embed_mse 1320.8671 (1312.7311) mask_bce 0.2376 (0.2625) mask_dice 0.8681 (0.8628) mem 21940MB +[2025-12-25 01:09:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][220/1573] eta 0:14:50 lr 0.000049 time 0.4208 (0.6578) loss 1351.8235 (1313.9430) grad_norm 225.3271 (257.0321) embed_mse 1350.6965 (1312.8179) mask_bce 0.2751 (0.2622) mask_dice 0.8518 (0.8628) mem 21940MB +[2025-12-25 01:09:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][230/1573] eta 0:14:53 lr 0.000049 time 0.4526 (0.6655) loss 1247.8765 (1313.2395) grad_norm 235.9360 (256.2787) embed_mse 1246.7415 (1312.1145) mask_bce 0.2875 (0.2624) mask_dice 0.8475 (0.8627) mem 21940MB +[2025-12-25 01:09:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][240/1573] eta 0:14:38 lr 0.000049 time 0.4214 (0.6590) loss 1343.3055 (1313.7837) grad_norm 392.9899 (260.6535) embed_mse 1342.1871 (1312.6590) mask_bce 0.2714 (0.2622) mask_dice 0.8470 (0.8626) mem 21940MB +[2025-12-25 01:09:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][250/1573] eta 0:14:19 lr 0.000049 time 0.4301 (0.6499) loss 1298.3848 (1313.9247) grad_norm 241.0436 (260.0209) embed_mse 1297.2473 (1312.8001) mask_bce 0.2758 (0.2619) mask_dice 0.8617 (0.8627) mem 21940MB +[2025-12-25 01:10:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][260/1573] eta 0:14:09 lr 0.000049 time 0.4209 (0.6470) loss 1258.1389 (1314.2028) grad_norm 269.7918 (260.3263) embed_mse 1257.0500 (1313.0788) mask_bce 0.2191 (0.2614) mask_dice 0.8697 (0.8626) mem 21940MB +[2025-12-25 01:10:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][270/1573] eta 0:14:14 lr 0.000049 time 0.4558 (0.6561) loss 1302.7201 (1314.4640) grad_norm 362.1001 (263.4103) embed_mse 1301.6304 (1313.3399) mask_bce 0.2299 (0.2618) mask_dice 0.8599 (0.8623) mem 21940MB +[2025-12-25 01:10:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][280/1573] eta 0:14:12 lr 0.000049 time 0.4274 (0.6596) loss 1370.5168 (1314.8195) grad_norm 203.8769 (262.3513) embed_mse 1369.3773 (1313.6958) mask_bce 0.2460 (0.2613) mask_dice 0.8935 (0.8623) mem 21940MB +[2025-12-25 01:10:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][290/1573] eta 0:13:55 lr 0.000049 time 0.4238 (0.6516) loss 1301.6810 (1314.6195) grad_norm 193.9371 (260.4510) embed_mse 1300.6156 (1313.4964) mask_bce 0.1724 (0.2607) mask_dice 0.8930 (0.8624) mem 21940MB +[2025-12-25 01:10:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][300/1573] eta 0:13:51 lr 0.000049 time 0.4273 (0.6532) loss 1377.4237 (1315.0572) grad_norm 232.7891 (259.7033) embed_mse 1376.3000 (1313.9342) mask_bce 0.2897 (0.2612) mask_dice 0.8340 (0.8619) mem 21940MB +[2025-12-25 01:10:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][310/1573] eta 0:13:42 lr 0.000049 time 0.4233 (0.6512) loss 1296.4834 (1314.3774) grad_norm 270.8288 (259.9961) embed_mse 1295.3822 (1313.2548) mask_bce 0.2316 (0.2609) mask_dice 0.8696 (0.8617) mem 21940MB +[2025-12-25 01:10:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][320/1573] eta 0:13:37 lr 0.000049 time 0.4418 (0.6525) loss 1300.9443 (1314.6078) grad_norm 278.4144 (262.2491) embed_mse 1299.8267 (1313.4856) mask_bce 0.2472 (0.2602) mask_dice 0.8705 (0.8620) mem 21940MB +[2025-12-25 01:10:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][330/1573] eta 0:13:59 lr 0.000049 time 0.4301 (0.6754) loss 1323.1116 (1315.2801) grad_norm 377.0520 (265.0491) embed_mse 1321.9771 (1314.1577) mask_bce 0.2905 (0.2607) mask_dice 0.8441 (0.8616) mem 21940MB +[2025-12-25 01:11:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][340/1573] eta 0:13:44 lr 0.000049 time 0.4356 (0.6684) loss 1216.7196 (1315.1406) grad_norm 205.8826 (263.6404) embed_mse 1215.5938 (1314.0184) mask_bce 0.2906 (0.2606) mask_dice 0.8353 (0.8616) mem 21940MB +[2025-12-25 01:11:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][350/1573] eta 0:13:29 lr 0.000049 time 0.4239 (0.6618) loss 1318.7568 (1315.1725) grad_norm 262.7990 (263.6208) embed_mse 1317.6279 (1314.0502) mask_bce 0.2723 (0.2607) mask_dice 0.8566 (0.8616) mem 21940MB +[2025-12-25 01:11:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][360/1573] eta 0:13:41 lr 0.000049 time 0.4206 (0.6775) loss 1306.9158 (1315.9937) grad_norm 259.6891 (265.3255) embed_mse 1305.7899 (1314.8712) mask_bce 0.2781 (0.2612) mask_dice 0.8477 (0.8614) mem 21940MB +[2025-12-25 01:11:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][370/1573] eta 0:13:36 lr 0.000049 time 0.4295 (0.6785) loss 1285.9728 (1315.3222) grad_norm 195.6581 (263.8109) embed_mse 1284.8726 (1314.1997) mask_bce 0.2203 (0.2610) mask_dice 0.8800 (0.8615) mem 21940MB +[2025-12-25 01:11:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][380/1573] eta 0:13:21 lr 0.000049 time 0.4190 (0.6719) loss 1387.8345 (1315.1466) grad_norm 182.5965 (262.0830) embed_mse 1386.6702 (1314.0244) mask_bce 0.3217 (0.2609) mask_dice 0.8427 (0.8614) mem 21940MB +[2025-12-25 01:11:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][390/1573] eta 0:13:14 lr 0.000049 time 0.4180 (0.6716) loss 1228.4027 (1314.7527) grad_norm 383.2848 (264.6080) embed_mse 1227.3167 (1313.6302) mask_bce 0.2140 (0.2611) mask_dice 0.8721 (0.8613) mem 21940MB +[2025-12-25 01:11:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][400/1573] eta 0:13:22 lr 0.000049 time 0.4155 (0.6841) loss 1270.0664 (1314.8171) grad_norm 333.9518 (265.1591) embed_mse 1268.9609 (1313.6942) mask_bce 0.2419 (0.2613) mask_dice 0.8635 (0.8616) mem 21940MB +[2025-12-25 01:11:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][410/1573] eta 0:13:20 lr 0.000049 time 0.4176 (0.6885) loss 1334.8414 (1314.7562) grad_norm 267.0309 (265.1958) embed_mse 1333.7407 (1313.6333) mask_bce 0.2196 (0.2614) mask_dice 0.8811 (0.8615) mem 21940MB +[2025-12-25 01:12:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][420/1573] eta 0:13:17 lr 0.000049 time 0.4238 (0.6914) loss 1334.1530 (1314.5202) grad_norm 257.6701 (265.0511) embed_mse 1333.0442 (1313.3975) mask_bce 0.2551 (0.2611) mask_dice 0.8537 (0.8615) mem 21940MB +[2025-12-25 01:12:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][430/1573] eta 0:13:13 lr 0.000049 time 0.4193 (0.6939) loss 1297.0680 (1314.2682) grad_norm 287.1955 (265.4689) embed_mse 1295.9453 (1313.1457) mask_bce 0.2624 (0.2612) mask_dice 0.8604 (0.8614) mem 21940MB +[2025-12-25 01:12:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][440/1573] eta 0:13:10 lr 0.000049 time 0.4225 (0.6973) loss 1290.5063 (1314.3407) grad_norm 395.3820 (266.2134) embed_mse 1289.4027 (1313.2182) mask_bce 0.2368 (0.2611) mask_dice 0.8669 (0.8614) mem 21940MB +[2025-12-25 01:12:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][450/1573] eta 0:12:56 lr 0.000049 time 0.4239 (0.6912) loss 1405.1383 (1314.8428) grad_norm 280.7868 (266.4737) embed_mse 1404.0037 (1313.7205) mask_bce 0.2842 (0.2610) mask_dice 0.8505 (0.8613) mem 21940MB +[2025-12-25 01:12:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][460/1573] eta 0:12:53 lr 0.000049 time 0.4246 (0.6946) loss 1305.1296 (1314.8662) grad_norm 179.2563 (264.9436) embed_mse 1303.9999 (1313.7439) mask_bce 0.2647 (0.2610) mask_dice 0.8650 (0.8613) mem 21940MB +[2025-12-25 01:12:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][470/1573] eta 0:12:42 lr 0.000049 time 0.8292 (0.6912) loss 1305.8651 (1315.0522) grad_norm 235.9151 (264.4431) embed_mse 1304.7380 (1313.9302) mask_bce 0.2869 (0.2607) mask_dice 0.8402 (0.8613) mem 21940MB +[2025-12-25 01:12:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][480/1573] eta 0:12:41 lr 0.000049 time 0.4251 (0.6969) loss 1343.9326 (1315.2259) grad_norm 240.7823 (266.1704) embed_mse 1342.8276 (1314.1040) mask_bce 0.2238 (0.2606) mask_dice 0.8811 (0.8612) mem 21940MB +[2025-12-25 01:12:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][490/1573] eta 0:12:38 lr 0.000049 time 0.4284 (0.7006) loss 1272.4412 (1314.7608) grad_norm 247.7073 (265.8677) embed_mse 1271.0386 (1313.6384) mask_bce 0.5089 (0.2610) mask_dice 0.8937 (0.8614) mem 21940MB +[2025-12-25 01:13:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][500/1573] eta 0:12:26 lr 0.000049 time 0.4140 (0.6960) loss 1294.4852 (1314.4324) grad_norm 183.4259 (264.5380) embed_mse 1293.3916 (1313.3102) mask_bce 0.2198 (0.2610) mask_dice 0.8738 (0.8613) mem 21940MB +[2025-12-25 01:13:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][510/1573] eta 0:12:24 lr 0.000049 time 0.5497 (0.7005) loss 1309.7931 (1314.0877) grad_norm 253.1207 (264.3568) embed_mse 1308.7008 (1312.9657) mask_bce 0.2325 (0.2608) mask_dice 0.8598 (0.8612) mem 21940MB +[2025-12-25 01:13:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][520/1573] eta 0:12:18 lr 0.000049 time 0.4250 (0.7014) loss 1309.7947 (1314.1538) grad_norm 253.7328 (263.7574) embed_mse 1308.6548 (1313.0318) mask_bce 0.2982 (0.2609) mask_dice 0.8417 (0.8611) mem 21940MB +[2025-12-25 01:13:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][530/1573] eta 0:12:06 lr 0.000049 time 0.4202 (0.6964) loss 1337.4021 (1314.6486) grad_norm 206.8808 (262.8956) embed_mse 1336.3032 (1313.5267) mask_bce 0.2257 (0.2606) mask_dice 0.8732 (0.8613) mem 21940MB +[2025-12-25 01:13:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][540/1573] eta 0:12:00 lr 0.000049 time 0.4932 (0.6979) loss 1375.6892 (1314.7893) grad_norm 413.0014 (265.1360) embed_mse 1374.5697 (1313.6675) mask_bce 0.2540 (0.2605) mask_dice 0.8656 (0.8614) mem 21940MB +[2025-12-25 01:13:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][550/1573] eta 0:11:48 lr 0.000049 time 0.4237 (0.6929) loss 1246.0505 (1314.8013) grad_norm 324.4832 (266.0087) embed_mse 1244.9520 (1313.6797) mask_bce 0.2304 (0.2602) mask_dice 0.8680 (0.8614) mem 21940MB +[2025-12-25 01:13:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][560/1573] eta 0:11:42 lr 0.000049 time 0.4193 (0.6934) loss 1372.3593 (1315.2614) grad_norm 154.4314 (263.8281) embed_mse 1371.2792 (1314.1399) mask_bce 0.1986 (0.2600) mask_dice 0.8815 (0.8615) mem 21940MB +[2025-12-25 01:13:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][570/1573] eta 0:11:31 lr 0.000049 time 0.4268 (0.6895) loss 1268.1774 (1314.8229) grad_norm 226.9559 (263.3088) embed_mse 1267.0680 (1313.7017) mask_bce 0.2636 (0.2598) mask_dice 0.8458 (0.8614) mem 21940MB +[2025-12-25 01:13:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][580/1573] eta 0:11:24 lr 0.000049 time 0.6333 (0.6894) loss 1232.5005 (1314.3069) grad_norm 247.9086 (263.0949) embed_mse 1231.3688 (1313.1857) mask_bce 0.2743 (0.2596) mask_dice 0.8574 (0.8615) mem 21940MB +[2025-12-25 01:14:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][590/1573] eta 0:11:20 lr 0.000049 time 0.4217 (0.6923) loss 1298.8536 (1314.6377) grad_norm 206.9589 (262.3259) embed_mse 1297.7485 (1313.5165) mask_bce 0.2614 (0.2597) mask_dice 0.8437 (0.8614) mem 21940MB +[2025-12-25 01:14:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][600/1573] eta 0:11:09 lr 0.000049 time 0.4206 (0.6878) loss 1249.3567 (1314.5922) grad_norm 250.2174 (261.3664) embed_mse 1248.2368 (1313.4711) mask_bce 0.2691 (0.2597) mask_dice 0.8509 (0.8613) mem 21940MB +[2025-12-25 01:14:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][610/1573] eta 0:11:05 lr 0.000049 time 3.6804 (0.6911) loss 1354.1343 (1314.8029) grad_norm 261.5151 (261.3683) embed_mse 1353.0388 (1313.6819) mask_bce 0.2128 (0.2597) mask_dice 0.8827 (0.8614) mem 21940MB +[2025-12-25 01:14:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][620/1573] eta 0:11:02 lr 0.000049 time 3.6707 (0.6954) loss 1323.2323 (1314.9698) grad_norm 354.7921 (262.5816) embed_mse 1322.1033 (1313.8488) mask_bce 0.2535 (0.2595) mask_dice 0.8755 (0.8615) mem 21940MB +[2025-12-25 01:14:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][630/1573] eta 0:10:57 lr 0.000049 time 2.6009 (0.6975) loss 1335.8174 (1314.8451) grad_norm 227.1267 (262.1271) embed_mse 1334.6980 (1313.7241) mask_bce 0.2597 (0.2596) mask_dice 0.8598 (0.8614) mem 21940MB +[2025-12-25 01:14:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][640/1573] eta 0:10:48 lr 0.000049 time 0.4217 (0.6949) loss 1342.7054 (1315.0491) grad_norm 289.9024 (261.2705) embed_mse 1341.6090 (1313.9283) mask_bce 0.2195 (0.2594) mask_dice 0.8770 (0.8614) mem 21940MB +[2025-12-25 01:14:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][650/1573] eta 0:10:38 lr 0.000049 time 0.4210 (0.6918) loss 1328.1338 (1314.8871) grad_norm 175.6930 (260.2140) embed_mse 1326.9974 (1313.7666) mask_bce 0.2987 (0.2591) mask_dice 0.8376 (0.8614) mem 21940MB +[2025-12-25 01:14:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][660/1573] eta 0:10:32 lr 0.000049 time 0.4583 (0.6925) loss 1342.2241 (1314.8882) grad_norm 177.3157 (259.2031) embed_mse 1341.1018 (1313.7676) mask_bce 0.2607 (0.2592) mask_dice 0.8615 (0.8614) mem 21940MB +[2025-12-25 01:15:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][670/1573] eta 0:10:30 lr 0.000049 time 5.2115 (0.6981) loss 1328.5846 (1314.7741) grad_norm 340.3580 (260.1808) embed_mse 1327.4724 (1313.6537) mask_bce 0.2508 (0.2590) mask_dice 0.8613 (0.8614) mem 21940MB +[2025-12-25 01:15:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][680/1573] eta 0:10:24 lr 0.000049 time 0.8491 (0.6994) loss 1246.7705 (1314.8165) grad_norm 360.1782 (266.1761) embed_mse 1245.6740 (1313.6963) mask_bce 0.2092 (0.2588) mask_dice 0.8874 (0.8614) mem 21940MB +[2025-12-25 01:15:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][690/1573] eta 0:10:21 lr 0.000049 time 0.4453 (0.7037) loss 1291.1382 (1314.7221) grad_norm 239.0643 (265.8608) embed_mse 1290.0195 (1313.6018) mask_bce 0.2460 (0.2589) mask_dice 0.8727 (0.8614) mem 21940MB +[2025-12-25 01:15:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][700/1573] eta 0:10:12 lr 0.000049 time 0.4528 (0.7019) loss 1387.2224 (1314.4538) grad_norm 223.3206 (265.3719) embed_mse 1386.0923 (1313.3337) mask_bce 0.2882 (0.2587) mask_dice 0.8419 (0.8614) mem 21940MB +[2025-12-25 01:15:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][710/1573] eta 0:10:09 lr 0.000049 time 0.6391 (0.7057) loss 1305.3746 (1314.1740) grad_norm 414.8039 (267.0700) embed_mse 1304.2561 (1313.0539) mask_bce 0.2649 (0.2588) mask_dice 0.8536 (0.8613) mem 21940MB +[2025-12-25 01:15:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][720/1573] eta 0:10:00 lr 0.000049 time 0.4132 (0.7036) loss 1263.9476 (1314.0879) grad_norm 524.7452 (271.3029) embed_mse 1262.8170 (1312.9679) mask_bce 0.2769 (0.2587) mask_dice 0.8538 (0.8614) mem 21940MB +[2025-12-25 01:15:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][730/1573] eta 0:09:58 lr 0.000049 time 3.0126 (0.7103) loss 1322.1217 (1314.2272) grad_norm 518.4504 (274.0188) embed_mse 1321.0350 (1313.1073) mask_bce 0.2387 (0.2584) mask_dice 0.8480 (0.8614) mem 21940MB +[2025-12-25 01:16:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][740/1573] eta 0:09:50 lr 0.000049 time 0.4182 (0.7087) loss 1281.5693 (1314.2660) grad_norm 319.4983 (274.5132) embed_mse 1280.4668 (1313.1461) mask_bce 0.2194 (0.2583) mask_dice 0.8832 (0.8615) mem 21940MB +[2025-12-25 01:16:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][750/1573] eta 0:09:43 lr 0.000049 time 0.4205 (0.7091) loss 1369.5265 (1314.4066) grad_norm 249.8706 (274.2482) embed_mse 1368.4337 (1313.2868) mask_bce 0.2258 (0.2583) mask_dice 0.8669 (0.8616) mem 21940MB +[2025-12-25 01:16:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][760/1573] eta 0:09:36 lr 0.000049 time 0.8572 (0.7094) loss 1312.2169 (1314.5524) grad_norm 208.6855 (274.0401) embed_mse 1311.1088 (1313.4327) mask_bce 0.2298 (0.2582) mask_dice 0.8784 (0.8616) mem 21940MB +[2025-12-25 01:16:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][770/1573] eta 0:09:26 lr 0.000049 time 0.4192 (0.7057) loss 1292.1880 (1314.8548) grad_norm 423.5939 (275.5980) embed_mse 1290.8800 (1313.7347) mask_bce 0.4459 (0.2584) mask_dice 0.8620 (0.8617) mem 21940MB +[2025-12-25 01:16:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][780/1573] eta 0:09:23 lr 0.000049 time 0.4254 (0.7104) loss 1410.5220 (1314.9440) grad_norm 169.8373 (274.5076) embed_mse 1409.3832 (1313.8239) mask_bce 0.3036 (0.2584) mask_dice 0.8351 (0.8617) mem 21940MB +[2025-12-25 01:16:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][790/1573] eta 0:09:14 lr 0.000049 time 0.4143 (0.7087) loss 1341.8469 (1315.0049) grad_norm 259.1010 (274.3504) embed_mse 1340.7405 (1313.8848) mask_bce 0.2361 (0.2585) mask_dice 0.8704 (0.8616) mem 21940MB +[2025-12-25 01:16:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][800/1573] eta 0:09:06 lr 0.000049 time 0.4278 (0.7075) loss 1318.4110 (1314.7383) grad_norm 239.3977 (273.1453) embed_mse 1317.2798 (1313.6182) mask_bce 0.2392 (0.2585) mask_dice 0.8921 (0.8616) mem 21940MB +[2025-12-25 01:16:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][810/1573] eta 0:08:58 lr 0.000049 time 0.4227 (0.7062) loss 1313.8923 (1314.6377) grad_norm 207.6344 (272.4967) embed_mse 1312.7749 (1313.5177) mask_bce 0.2651 (0.2584) mask_dice 0.8523 (0.8616) mem 21940MB +[2025-12-25 01:16:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][820/1573] eta 0:08:54 lr 0.000049 time 0.4228 (0.7094) loss 1361.7861 (1314.6470) grad_norm 290.4003 (272.6722) embed_mse 1360.6851 (1313.5270) mask_bce 0.2308 (0.2583) mask_dice 0.8703 (0.8617) mem 21940MB +[2025-12-25 01:17:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][830/1573] eta 0:08:47 lr 0.000049 time 0.4191 (0.7105) loss 1261.1066 (1314.4824) grad_norm 281.8197 (272.7610) embed_mse 1260.0176 (1313.3624) mask_bce 0.2344 (0.2582) mask_dice 0.8546 (0.8617) mem 21940MB +[2025-12-25 01:17:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][840/1573] eta 0:08:42 lr 0.000049 time 4.0024 (0.7125) loss 1336.8405 (1314.5218) grad_norm 190.6945 (272.8975) embed_mse 1335.7225 (1313.4018) mask_bce 0.2231 (0.2582) mask_dice 0.8947 (0.8618) mem 21940MB +[2025-12-25 01:17:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][850/1573] eta 0:08:32 lr 0.000049 time 0.4267 (0.7092) loss 1311.6771 (1314.4226) grad_norm 198.5887 (272.1965) embed_mse 1310.5750 (1313.3029) mask_bce 0.2456 (0.2579) mask_dice 0.8566 (0.8618) mem 21940MB +[2025-12-25 01:17:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][860/1573] eta 0:08:26 lr 0.000049 time 0.4173 (0.7108) loss 1370.2740 (1314.6140) grad_norm 309.7318 (272.5473) embed_mse 1369.1833 (1313.4943) mask_bce 0.2132 (0.2580) mask_dice 0.8776 (0.8617) mem 21940MB +[2025-12-25 01:17:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][870/1573] eta 0:08:21 lr 0.000049 time 0.4190 (0.7137) loss 1274.2792 (1314.4901) grad_norm 312.4033 (272.9163) embed_mse 1273.1562 (1313.3706) mask_bce 0.2777 (0.2578) mask_dice 0.8452 (0.8617) mem 21940MB +[2025-12-25 01:17:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][880/1573] eta 0:08:13 lr 0.000049 time 0.4191 (0.7117) loss 1370.6616 (1314.3313) grad_norm 189.3950 (272.2462) embed_mse 1369.5682 (1313.2120) mask_bce 0.2316 (0.2576) mask_dice 0.8616 (0.8617) mem 21940MB +[2025-12-25 01:17:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][890/1573] eta 0:08:08 lr 0.000049 time 1.9314 (0.7156) loss 1341.1649 (1314.4476) grad_norm 227.0566 (271.8391) embed_mse 1340.0591 (1313.3284) mask_bce 0.2209 (0.2575) mask_dice 0.8850 (0.8617) mem 21940MB +[2025-12-25 01:17:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][900/1573] eta 0:08:00 lr 0.000049 time 0.4253 (0.7135) loss 1266.1903 (1314.3462) grad_norm 300.5822 (272.0958) embed_mse 1265.0629 (1313.2268) mask_bce 0.2722 (0.2578) mask_dice 0.8552 (0.8616) mem 21940MB +[2025-12-25 01:18:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][910/1573] eta 0:07:52 lr 0.000049 time 0.4145 (0.7126) loss 1252.8257 (1314.3072) grad_norm 236.2380 (271.7784) embed_mse 1251.7014 (1313.1877) mask_bce 0.2851 (0.2578) mask_dice 0.8391 (0.8616) mem 21940MB +[2025-12-25 01:18:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][920/1573] eta 0:07:45 lr 0.000049 time 0.4220 (0.7128) loss 1329.2632 (1314.3933) grad_norm 284.6194 (272.6300) embed_mse 1328.1371 (1313.2739) mask_bce 0.2818 (0.2579) mask_dice 0.8442 (0.8615) mem 21940MB +[2025-12-25 01:18:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][930/1573] eta 0:07:42 lr 0.000049 time 0.4217 (0.7197) loss 1348.0382 (1314.4604) grad_norm 272.0593 (272.6251) embed_mse 1346.9257 (1313.3410) mask_bce 0.2534 (0.2579) mask_dice 0.8592 (0.8614) mem 21940MB +[2025-12-25 01:18:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][940/1573] eta 0:07:35 lr 0.000049 time 1.6825 (0.7197) loss 1238.5796 (1314.3656) grad_norm 363.1945 (273.3992) embed_mse 1237.4777 (1313.2463) mask_bce 0.2400 (0.2578) mask_dice 0.8620 (0.8615) mem 21940MB +[2025-12-25 01:18:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][950/1573] eta 0:07:30 lr 0.000049 time 0.4198 (0.7236) loss 1269.1812 (1313.9819) grad_norm 268.5092 (273.3577) embed_mse 1268.0865 (1312.8626) mask_bce 0.2195 (0.2578) mask_dice 0.8751 (0.8614) mem 21940MB +[2025-12-25 01:18:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][960/1573] eta 0:07:22 lr 0.000049 time 1.4069 (0.7215) loss 1339.8136 (1313.9991) grad_norm 286.8324 (272.9299) embed_mse 1338.6624 (1312.8799) mask_bce 0.3131 (0.2580) mask_dice 0.8381 (0.8613) mem 21940MB +[2025-12-25 01:18:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][970/1573] eta 0:07:13 lr 0.000049 time 0.4170 (0.7195) loss 1340.6113 (1313.7573) grad_norm 285.6791 (273.0352) embed_mse 1339.4250 (1312.6376) mask_bce 0.3076 (0.2584) mask_dice 0.8786 (0.8613) mem 21940MB +[2025-12-25 01:19:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][980/1573] eta 0:07:07 lr 0.000049 time 0.4206 (0.7210) loss 1350.8215 (1313.7776) grad_norm 249.7367 (272.8442) embed_mse 1349.6653 (1312.6580) mask_bce 0.2988 (0.2584) mask_dice 0.8574 (0.8613) mem 21940MB +[2025-12-25 01:19:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][990/1573] eta 0:06:59 lr 0.000049 time 0.4287 (0.7200) loss 1287.9945 (1313.6664) grad_norm 313.1273 (273.1718) embed_mse 1286.9062 (1312.5469) mask_bce 0.2125 (0.2584) mask_dice 0.8758 (0.8612) mem 21940MB +[2025-12-25 01:19:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1000/1573] eta 0:06:53 lr 0.000049 time 0.4202 (0.7220) loss 1249.9448 (1313.6037) grad_norm 217.2532 (274.0620) embed_mse 1248.8325 (1312.4843) mask_bce 0.2704 (0.2583) mask_dice 0.8419 (0.8612) mem 21940MB +[2025-12-25 01:19:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1010/1573] eta 0:06:45 lr 0.000049 time 0.4228 (0.7201) loss 1353.1622 (1313.7665) grad_norm 274.8324 (274.0681) embed_mse 1351.9794 (1312.6471) mask_bce 0.3117 (0.2582) mask_dice 0.8712 (0.8612) mem 21940MB +[2025-12-25 01:19:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1020/1573] eta 0:06:41 lr 0.000049 time 0.4237 (0.7258) loss 1304.1268 (1313.8505) grad_norm 298.9887 (274.2643) embed_mse 1302.9996 (1312.7312) mask_bce 0.2656 (0.2581) mask_dice 0.8616 (0.8612) mem 21940MB +[2025-12-25 01:19:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1030/1573] eta 0:06:33 lr 0.000049 time 0.4618 (0.7246) loss 1348.9329 (1314.0316) grad_norm 292.9925 (274.4106) embed_mse 1347.8091 (1312.9124) mask_bce 0.2861 (0.2581) mask_dice 0.8376 (0.8611) mem 21940MB +[2025-12-25 01:19:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1040/1573] eta 0:06:28 lr 0.000049 time 0.4508 (0.7280) loss 1293.1005 (1313.8227) grad_norm 219.8728 (273.9139) embed_mse 1291.9493 (1312.7035) mask_bce 0.3148 (0.2581) mask_dice 0.8363 (0.8611) mem 21940MB +[2025-12-25 01:19:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1050/1573] eta 0:06:19 lr 0.000049 time 0.4406 (0.7251) loss 1372.9114 (1313.6707) grad_norm 218.1438 (273.4882) embed_mse 1371.7977 (1312.5515) mask_bce 0.2358 (0.2582) mask_dice 0.8777 (0.8610) mem 21940MB +[2025-12-25 01:20:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1060/1573] eta 0:06:11 lr 0.000049 time 0.4156 (0.7239) loss 1315.0021 (1313.7498) grad_norm 170.2521 (272.7061) embed_mse 1313.8903 (1312.6306) mask_bce 0.2503 (0.2584) mask_dice 0.8615 (0.8609) mem 21940MB +[2025-12-25 01:20:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1070/1573] eta 0:06:06 lr 0.000049 time 2.1129 (0.7282) loss 1347.7418 (1313.7630) grad_norm 192.0392 (272.0996) embed_mse 1346.6125 (1312.6437) mask_bce 0.2847 (0.2585) mask_dice 0.8446 (0.8608) mem 21940MB +[2025-12-25 01:20:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1080/1573] eta 0:05:58 lr 0.000049 time 0.4144 (0.7276) loss 1285.2362 (1313.6675) grad_norm 360.8607 (272.8353) embed_mse 1284.1168 (1312.5481) mask_bce 0.2499 (0.2586) mask_dice 0.8695 (0.8608) mem 21940MB +[2025-12-25 01:20:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1090/1573] eta 0:05:52 lr 0.000049 time 0.4228 (0.7303) loss 1386.4987 (1313.7606) grad_norm 541.8765 (274.8135) embed_mse 1385.4097 (1312.6412) mask_bce 0.2223 (0.2585) mask_dice 0.8666 (0.8608) mem 21940MB +[2025-12-25 01:20:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1100/1573] eta 0:05:45 lr 0.000049 time 0.6086 (0.7295) loss 1374.9883 (1313.8973) grad_norm 285.7538 (274.8934) embed_mse 1373.8768 (1312.7779) mask_bce 0.2367 (0.2587) mask_dice 0.8747 (0.8608) mem 21940MB +[2025-12-25 01:20:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1110/1573] eta 0:05:38 lr 0.000049 time 0.4145 (0.7322) loss 1296.8530 (1314.0284) grad_norm 334.8263 (275.3277) embed_mse 1295.7180 (1312.9089) mask_bce 0.2558 (0.2587) mask_dice 0.8791 (0.8608) mem 21940MB +[2025-12-25 01:20:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1120/1573] eta 0:05:33 lr 0.000049 time 0.4662 (0.7358) loss 1256.9883 (1314.0800) grad_norm 443.6753 (275.9141) embed_mse 1255.8871 (1312.9606) mask_bce 0.2390 (0.2585) mask_dice 0.8622 (0.8609) mem 21940MB +[2025-12-25 01:21:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1130/1573] eta 0:05:24 lr 0.000049 time 0.4499 (0.7334) loss 1307.9067 (1314.1570) grad_norm 317.0278 (276.2057) embed_mse 1306.8112 (1313.0378) mask_bce 0.2169 (0.2584) mask_dice 0.8787 (0.8609) mem 21940MB +[2025-12-25 01:21:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1140/1573] eta 0:05:17 lr 0.000049 time 0.6650 (0.7331) loss 1286.5503 (1314.3285) grad_norm 355.2323 (276.7622) embed_mse 1285.4154 (1313.2092) mask_bce 0.2879 (0.2585) mask_dice 0.8470 (0.8608) mem 21940MB +[2025-12-25 01:21:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1150/1573] eta 0:05:10 lr 0.000049 time 0.4571 (0.7336) loss 1335.7782 (1314.4227) grad_norm 351.2603 (277.2832) embed_mse 1334.6718 (1313.3036) mask_bce 0.2488 (0.2583) mask_dice 0.8576 (0.8608) mem 21940MB +[2025-12-25 01:21:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1160/1573] eta 0:05:03 lr 0.000049 time 0.4401 (0.7347) loss 1350.0250 (1314.4221) grad_norm 418.5333 (277.8814) embed_mse 1348.9331 (1313.3030) mask_bce 0.2197 (0.2582) mask_dice 0.8722 (0.8608) mem 21940MB +[2025-12-25 01:21:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1170/1573] eta 0:04:55 lr 0.000049 time 0.4192 (0.7335) loss 1267.5305 (1314.3174) grad_norm 268.8893 (277.8198) embed_mse 1266.4125 (1313.1983) mask_bce 0.2324 (0.2582) mask_dice 0.8856 (0.8608) mem 21940MB +[2025-12-25 01:21:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1180/1573] eta 0:04:48 lr 0.000049 time 0.4562 (0.7352) loss 1364.9735 (1314.4834) grad_norm 410.2202 (278.7205) embed_mse 1363.8091 (1313.3644) mask_bce 0.3067 (0.2582) mask_dice 0.8578 (0.8608) mem 21940MB +[2025-12-25 01:21:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1190/1573] eta 0:04:43 lr 0.000049 time 0.4150 (0.7411) loss 1296.0653 (1314.4567) grad_norm 227.0356 (278.3713) embed_mse 1294.9396 (1313.3377) mask_bce 0.2570 (0.2581) mask_dice 0.8688 (0.8608) mem 21940MB +[2025-12-25 01:22:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1200/1573] eta 0:04:37 lr 0.000049 time 0.4160 (0.7428) loss 1310.7909 (1314.3472) grad_norm 191.4364 (277.8789) embed_mse 1309.6974 (1313.2283) mask_bce 0.2378 (0.2581) mask_dice 0.8557 (0.8608) mem 21940MB +[2025-12-25 01:22:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1210/1573] eta 0:04:30 lr 0.000049 time 0.4155 (0.7443) loss 1318.6742 (1314.4497) grad_norm 258.1335 (277.7482) embed_mse 1317.5822 (1313.3308) mask_bce 0.2386 (0.2581) mask_dice 0.8535 (0.8608) mem 21940MB +[2025-12-25 01:22:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1220/1573] eta 0:04:22 lr 0.000049 time 0.4188 (0.7423) loss 1358.5261 (1314.6677) grad_norm 273.4277 (277.7197) embed_mse 1357.4329 (1313.5488) mask_bce 0.2464 (0.2581) mask_dice 0.8468 (0.8608) mem 21940MB +[2025-12-25 01:22:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1230/1573] eta 0:04:17 lr 0.000049 time 0.4333 (0.7517) loss 1257.8544 (1314.7480) grad_norm 403.8037 (278.5438) embed_mse 1256.7434 (1313.6291) mask_bce 0.2330 (0.2580) mask_dice 0.8779 (0.8608) mem 21940MB +[2025-12-25 01:22:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1240/1573] eta 0:04:10 lr 0.000049 time 0.4155 (0.7520) loss 1350.5516 (1314.8013) grad_norm 247.1428 (278.1707) embed_mse 1349.4252 (1313.6825) mask_bce 0.2727 (0.2579) mask_dice 0.8538 (0.8608) mem 21940MB +[2025-12-25 01:22:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1250/1573] eta 0:04:02 lr 0.000049 time 0.4177 (0.7494) loss 1268.2419 (1314.6269) grad_norm 500.8057 (279.5979) embed_mse 1267.1222 (1313.5083) mask_bce 0.2752 (0.2579) mask_dice 0.8446 (0.8608) mem 21940MB +[2025-12-25 01:23:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1260/1573] eta 0:03:54 lr 0.000049 time 0.4199 (0.7506) loss 1338.2285 (1314.7082) grad_norm 440.2328 (280.6211) embed_mse 1337.1064 (1313.5895) mask_bce 0.2848 (0.2578) mask_dice 0.8373 (0.8608) mem 21940MB +[2025-12-25 01:23:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1270/1573] eta 0:03:48 lr 0.000049 time 0.4305 (0.7531) loss 1280.8625 (1314.5643) grad_norm 437.6211 (281.6147) embed_mse 1279.6986 (1313.4458) mask_bce 0.3035 (0.2578) mask_dice 0.8604 (0.8608) mem 21940MB +[2025-12-25 01:23:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1280/1573] eta 0:03:41 lr 0.000049 time 0.4231 (0.7551) loss 1283.4012 (1314.5599) grad_norm 196.8221 (281.2838) embed_mse 1282.3303 (1313.4413) mask_bce 0.2052 (0.2577) mask_dice 0.8657 (0.8608) mem 21940MB +[2025-12-25 01:23:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1290/1573] eta 0:03:34 lr 0.000049 time 0.4243 (0.7572) loss 1271.3531 (1314.5590) grad_norm 202.9939 (280.7975) embed_mse 1270.2478 (1313.4404) mask_bce 0.2421 (0.2578) mask_dice 0.8633 (0.8607) mem 21940MB +[2025-12-25 01:23:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1300/1573] eta 0:03:26 lr 0.000049 time 0.4166 (0.7557) loss 1304.4941 (1314.3187) grad_norm 206.4165 (280.3383) embed_mse 1303.3595 (1313.2003) mask_bce 0.2796 (0.2577) mask_dice 0.8550 (0.8607) mem 21940MB +[2025-12-25 01:23:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1310/1573] eta 0:03:19 lr 0.000049 time 0.4251 (0.7595) loss 1345.3984 (1314.1951) grad_norm 274.5237 (280.3026) embed_mse 1344.2772 (1313.0767) mask_bce 0.2701 (0.2577) mask_dice 0.8511 (0.8607) mem 21940MB +[2025-12-25 01:23:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1320/1573] eta 0:03:11 lr 0.000049 time 0.4363 (0.7571) loss 1298.6685 (1314.2569) grad_norm 396.5186 (281.5219) embed_mse 1297.5780 (1313.1385) mask_bce 0.2338 (0.2577) mask_dice 0.8567 (0.8606) mem 21940MB +[2025-12-25 01:24:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1330/1573] eta 0:03:03 lr 0.000049 time 0.4148 (0.7568) loss 1313.4279 (1314.2541) grad_norm 235.0661 (281.2421) embed_mse 1312.3237 (1313.1358) mask_bce 0.2292 (0.2577) mask_dice 0.8749 (0.8607) mem 21940MB +[2025-12-25 01:24:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1340/1573] eta 0:02:56 lr 0.000049 time 0.4171 (0.7586) loss 1287.9310 (1314.2462) grad_norm 281.1619 (281.2416) embed_mse 1286.8215 (1313.1279) mask_bce 0.2582 (0.2577) mask_dice 0.8513 (0.8607) mem 21940MB +[2025-12-25 01:24:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1350/1573] eta 0:02:48 lr 0.000049 time 0.4175 (0.7568) loss 1341.2520 (1314.2820) grad_norm 274.7233 (281.2028) embed_mse 1340.1534 (1313.1638) mask_bce 0.2461 (0.2575) mask_dice 0.8525 (0.8607) mem 21940MB +[2025-12-25 01:24:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1360/1573] eta 0:02:40 lr 0.000049 time 0.4158 (0.7551) loss 1309.5959 (1314.4153) grad_norm 517.2947 (282.4170) embed_mse 1308.4749 (1313.2971) mask_bce 0.2812 (0.2575) mask_dice 0.8398 (0.8607) mem 21940MB +[2025-12-25 01:24:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1370/1573] eta 0:02:32 lr 0.000049 time 0.4485 (0.7532) loss 1298.7271 (1314.2573) grad_norm 324.8692 (282.6653) embed_mse 1297.6051 (1313.1392) mask_bce 0.2869 (0.2575) mask_dice 0.8351 (0.8606) mem 21940MB +[2025-12-25 01:24:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1380/1573] eta 0:02:25 lr 0.000049 time 0.4190 (0.7541) loss 1292.9027 (1314.2772) grad_norm 611.1122 (284.5749) embed_mse 1291.8008 (1313.1591) mask_bce 0.2184 (0.2575) mask_dice 0.8836 (0.8606) mem 21940MB +[2025-12-25 01:24:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1390/1573] eta 0:02:18 lr 0.000049 time 0.4151 (0.7580) loss 1336.8933 (1314.3229) grad_norm 453.2348 (285.5498) embed_mse 1335.7952 (1313.2049) mask_bce 0.2416 (0.2575) mask_dice 0.8565 (0.8606) mem 21940MB +[2025-12-25 01:25:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1400/1573] eta 0:02:11 lr 0.000049 time 0.4357 (0.7627) loss 1353.7593 (1314.3598) grad_norm 184.6986 (284.7068) embed_mse 1352.6482 (1313.2418) mask_bce 0.2518 (0.2574) mask_dice 0.8593 (0.8606) mem 21940MB +[2025-12-25 01:25:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1410/1573] eta 0:02:05 lr 0.000049 time 0.4189 (0.7677) loss 1315.1981 (1314.3193) grad_norm 623.1824 (286.6300) embed_mse 1314.0862 (1313.2014) mask_bce 0.2376 (0.2573) mask_dice 0.8742 (0.8606) mem 21940MB +[2025-12-25 01:25:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1420/1573] eta 0:01:57 lr 0.000049 time 0.4381 (0.7653) loss 1294.9558 (1314.4083) grad_norm 522.1955 (287.9608) embed_mse 1293.8531 (1313.2905) mask_bce 0.2513 (0.2573) mask_dice 0.8513 (0.8606) mem 21940MB +[2025-12-25 01:25:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1430/1573] eta 0:01:49 lr 0.000049 time 0.4158 (0.7670) loss 1286.4197 (1314.3700) grad_norm 314.9744 (288.1126) embed_mse 1285.3053 (1313.2522) mask_bce 0.2647 (0.2573) mask_dice 0.8497 (0.8606) mem 21940MB +[2025-12-25 01:25:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1440/1573] eta 0:01:42 lr 0.000049 time 0.4214 (0.7672) loss 1366.2548 (1314.3480) grad_norm 425.8210 (289.0999) embed_mse 1365.1049 (1313.2302) mask_bce 0.3119 (0.2573) mask_dice 0.8380 (0.8605) mem 21940MB +[2025-12-25 01:25:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1450/1573] eta 0:01:34 lr 0.000049 time 1.6425 (0.7689) loss 1288.8457 (1314.4661) grad_norm 265.2796 (288.9683) embed_mse 1287.7101 (1313.3483) mask_bce 0.2538 (0.2573) mask_dice 0.8818 (0.8606) mem 21940MB +[2025-12-25 01:26:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1460/1573] eta 0:01:27 lr 0.000049 time 0.4281 (0.7728) loss 1340.5417 (1314.5485) grad_norm 219.8183 (288.5883) embed_mse 1339.3781 (1313.4303) mask_bce 0.2777 (0.2576) mask_dice 0.8859 (0.8606) mem 21940MB +[2025-12-25 01:26:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1470/1573] eta 0:01:19 lr 0.000049 time 0.4158 (0.7740) loss 1299.7299 (1314.6180) grad_norm 450.8763 (289.4751) embed_mse 1298.6333 (1313.5000) mask_bce 0.2254 (0.2575) mask_dice 0.8711 (0.8606) mem 21940MB +[2025-12-25 01:26:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1480/1573] eta 0:01:12 lr 0.000049 time 0.4220 (0.7760) loss 1348.6718 (1314.6106) grad_norm 578.7053 (292.4639) embed_mse 1347.5153 (1313.4924) mask_bce 0.2609 (0.2576) mask_dice 0.8956 (0.8606) mem 21940MB +[2025-12-25 01:26:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1490/1573] eta 0:01:04 lr 0.000049 time 3.6434 (0.7795) loss 1358.3542 (1314.5098) grad_norm 928.3337 (295.8825) embed_mse 1357.2417 (1313.3915) mask_bce 0.2655 (0.2577) mask_dice 0.8471 (0.8606) mem 21940MB +[2025-12-25 01:26:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1500/1573] eta 0:00:57 lr 0.000049 time 0.4298 (0.7816) loss 1327.6293 (1314.5318) grad_norm 684.6650 (297.9616) embed_mse 1326.4857 (1313.4136) mask_bce 0.2909 (0.2576) mask_dice 0.8527 (0.8606) mem 21940MB +[2025-12-25 01:26:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1510/1573] eta 0:00:49 lr 0.000049 time 0.4197 (0.7810) loss 1361.5851 (1314.5521) grad_norm 334.1629 (298.1541) embed_mse 1360.4412 (1313.4339) mask_bce 0.2582 (0.2576) mask_dice 0.8857 (0.8606) mem 21940MB +[2025-12-25 01:27:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1520/1573] eta 0:00:41 lr 0.000049 time 0.4153 (0.7815) loss 1328.1088 (1314.6370) grad_norm 314.9967 (298.1693) embed_mse 1326.9896 (1313.5187) mask_bce 0.2799 (0.2577) mask_dice 0.8392 (0.8606) mem 21940MB +[2025-12-25 01:27:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1530/1573] eta 0:00:33 lr 0.000049 time 4.0673 (0.7823) loss 1340.0267 (1314.6904) grad_norm 328.0308 (298.3257) embed_mse 1338.9282 (1313.5721) mask_bce 0.2267 (0.2578) mask_dice 0.8719 (0.8606) mem 21940MB +[2025-12-25 01:27:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1540/1573] eta 0:00:25 lr 0.000049 time 1.5349 (0.7810) loss 1300.0988 (1314.7720) grad_norm 309.8310 (298.3856) embed_mse 1299.0107 (1313.6537) mask_bce 0.2209 (0.2577) mask_dice 0.8670 (0.8606) mem 21940MB +[2025-12-25 01:27:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1550/1573] eta 0:00:17 lr 0.000049 time 0.4196 (0.7820) loss 1335.1232 (1314.7815) grad_norm 339.9432 (298.6009) embed_mse 1333.9827 (1313.6632) mask_bce 0.2792 (0.2577) mask_dice 0.8612 (0.8605) mem 21940MB +[2025-12-25 01:27:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1560/1573] eta 0:00:10 lr 0.000049 time 4.6145 (0.7849) loss 1298.7334 (1314.8116) grad_norm 396.9789 (298.5960) embed_mse 1297.6399 (1313.6934) mask_bce 0.2082 (0.2576) mask_dice 0.8854 (0.8606) mem 21940MB +[2025-12-25 01:27:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1570/1573] eta 0:00:02 lr 0.000049 time 0.4183 (0.7826) loss 1331.5775 (1314.7330) grad_norm 230.3549 (298.2478) embed_mse 1330.4828 (1313.6149) mask_bce 0.2257 (0.2575) mask_dice 0.8691 (0.8606) mem 21940MB +[2025-12-25 01:27:45 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 2 training takes 0:20:30 +[2025-12-25 01:27:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][0/1573] eta 2:57:52 lr 0.000049 time 6.7849 (6.7849) loss 1330.9630 (1330.9630) grad_norm 0.0000 (0.0000) embed_mse 1329.8514 (1329.8514) mask_bce 0.2727 (0.2727) mask_dice 0.8389 (0.8389) mem 21940MB +[2025-12-25 01:27:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][10/1573] eta 0:26:27 lr 0.000049 time 0.4272 (1.0157) loss 1321.8286 (1315.0970) grad_norm 525.4805 (525.4805) embed_mse 1320.7008 (1313.9837) mask_bce 0.2711 (0.2616) mask_dice 0.8569 (0.8517) mem 21940MB +[2025-12-25 01:28:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][20/1573] eta 0:21:24 lr 0.000049 time 0.4225 (0.8269) loss 1309.1340 (1308.7821) grad_norm 285.3884 (405.4345) embed_mse 1308.0029 (1307.6666) mask_bce 0.2724 (0.2618) mask_dice 0.8588 (0.8537) mem 21940MB +[2025-12-25 01:28:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][30/1573] eta 0:18:21 lr 0.000049 time 0.4207 (0.7138) loss 1275.6171 (1305.6679) grad_norm 284.0882 (364.9857) embed_mse 1274.4049 (1304.5504) mask_bce 0.3073 (0.2604) mask_dice 0.9049 (0.8571) mem 21940MB +[2025-12-25 01:28:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][40/1573] eta 0:16:27 lr 0.000049 time 0.4196 (0.6441) loss 1350.9777 (1309.6147) grad_norm 184.3319 (303.8993) embed_mse 1349.8593 (1308.4954) mask_bce 0.2725 (0.2624) mask_dice 0.8458 (0.8570) mem 21940MB +[2025-12-25 01:28:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][50/1573] eta 0:15:55 lr 0.000049 time 0.6860 (0.6272) loss 1382.3257 (1314.1770) grad_norm 302.5184 (303.6691) embed_mse 1381.1899 (1313.0580) mask_bce 0.2675 (0.2615) mask_dice 0.8683 (0.8575) mem 21940MB +[2025-12-25 01:28:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][60/1573] eta 0:15:08 lr 0.000049 time 0.4172 (0.6004) loss 1326.6682 (1314.6034) grad_norm 322.1223 (306.3053) embed_mse 1325.5266 (1313.4847) mask_bce 0.3179 (0.2621) mask_dice 0.8237 (0.8565) mem 21940MB +[2025-12-25 01:28:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][70/1573] eta 0:14:53 lr 0.000049 time 0.4258 (0.5948) loss 1345.8206 (1316.8769) grad_norm 453.8653 (324.7503) embed_mse 1344.7195 (1315.7586) mask_bce 0.2121 (0.2611) mask_dice 0.8890 (0.8573) mem 21940MB +[2025-12-25 01:28:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][80/1573] eta 0:14:16 lr 0.000049 time 0.4259 (0.5738) loss 1316.3361 (1315.8680) grad_norm 299.7079 (312.0743) embed_mse 1315.2520 (1314.7510) mask_bce 0.2141 (0.2605) mask_dice 0.8699 (0.8565) mem 21940MB +[2025-12-25 01:28:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][90/1573] eta 0:13:47 lr 0.000049 time 0.4467 (0.5580) loss 1281.8007 (1316.0086) grad_norm 187.5471 (300.7536) embed_mse 1280.6837 (1314.8926) mask_bce 0.2466 (0.2591) mask_dice 0.8703 (0.8569) mem 21940MB +[2025-12-25 01:28:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][100/1573] eta 0:13:54 lr 0.000049 time 0.4217 (0.5664) loss 1351.0923 (1316.4905) grad_norm 310.5862 (301.5730) embed_mse 1349.9994 (1315.3759) mask_bce 0.2389 (0.2574) mask_dice 0.8540 (0.8572) mem 21940MB +[2025-12-25 01:28:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][110/1573] eta 0:14:22 lr 0.000049 time 0.4525 (0.5896) loss 1292.0381 (1316.4096) grad_norm 350.6156 (305.3455) embed_mse 1290.9418 (1315.2947) mask_bce 0.2126 (0.2571) mask_dice 0.8838 (0.8579) mem 21940MB +[2025-12-25 01:28:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][120/1573] eta 0:13:57 lr 0.000049 time 0.4218 (0.5764) loss 1310.7793 (1316.1351) grad_norm 243.6662 (304.2641) embed_mse 1309.6729 (1315.0192) mask_bce 0.2462 (0.2578) mask_dice 0.8603 (0.8580) mem 21940MB +[2025-12-25 01:29:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][130/1573] eta 0:14:35 lr 0.000049 time 5.9253 (0.6068) loss 1381.6486 (1315.6095) grad_norm 191.6408 (297.2252) embed_mse 1380.5421 (1314.4936) mask_bce 0.2234 (0.2577) mask_dice 0.8831 (0.8582) mem 21940MB +[2025-12-25 01:29:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][140/1573] eta 0:14:13 lr 0.000049 time 0.4457 (0.5958) loss 1371.5508 (1315.3481) grad_norm 394.9846 (302.9757) embed_mse 1370.4006 (1314.2317) mask_bce 0.3010 (0.2585) mask_dice 0.8491 (0.8580) mem 21940MB +[2025-12-25 01:29:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][150/1573] eta 0:14:30 lr 0.000049 time 0.4276 (0.6115) loss 1266.1431 (1315.4343) grad_norm 230.2857 (298.9374) embed_mse 1265.0271 (1314.3171) mask_bce 0.2654 (0.2595) mask_dice 0.8506 (0.8578) mem 21940MB +[2025-12-25 01:29:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][160/1573] eta 0:14:19 lr 0.000049 time 0.4195 (0.6084) loss 1365.9155 (1315.6288) grad_norm 297.8945 (298.8979) embed_mse 1364.7610 (1314.5118) mask_bce 0.2843 (0.2591) mask_dice 0.8702 (0.8580) mem 21940MB +[2025-12-25 01:29:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][170/1573] eta 0:14:30 lr 0.000049 time 4.3604 (0.6205) loss 1302.6132 (1314.7908) grad_norm 199.9629 (294.1867) embed_mse 1301.4762 (1313.6742) mask_bce 0.3019 (0.2587) mask_dice 0.8351 (0.8579) mem 21940MB +[2025-12-25 01:29:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][180/1573] eta 0:14:09 lr 0.000049 time 0.4344 (0.6101) loss 1366.7422 (1314.6181) grad_norm 312.6293 (295.0250) embed_mse 1365.6144 (1313.5011) mask_bce 0.2887 (0.2597) mask_dice 0.8391 (0.8572) mem 21940MB +[2025-12-25 01:29:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: 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1275.8649 (1314.4510) grad_norm 229.2289 (307.3033) embed_mse 1274.7548 (1313.3346) mask_bce 0.2478 (0.2600) mask_dice 0.8623 (0.8564) mem 21940MB +[2025-12-25 01:30:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][230/1573] eta 0:13:24 lr 0.000049 time 0.4305 (0.5988) loss 1328.3031 (1314.2547) grad_norm 180.6533 (302.7802) embed_mse 1327.1863 (1313.1386) mask_bce 0.2614 (0.2596) mask_dice 0.8555 (0.8565) mem 21940MB +[2025-12-25 01:30:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][240/1573] eta 0:13:16 lr 0.000049 time 0.4252 (0.5974) loss 1362.6283 (1313.5957) grad_norm 289.0158 (302.7582) embed_mse 1361.5034 (1312.4798) mask_bce 0.2866 (0.2597) mask_dice 0.8382 (0.8563) mem 21940MB +[2025-12-25 01:30:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][250/1573] eta 0:13:40 lr 0.000049 time 2.0908 (0.6200) loss 1288.9370 (1314.4282) grad_norm 563.4051 (311.1662) embed_mse 1287.8066 (1313.3125) mask_bce 0.2864 (0.2595) mask_dice 0.8439 (0.8562) mem 21940MB +[2025-12-25 01:30:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][260/1573] eta 0:13:24 lr 0.000049 time 0.4254 (0.6125) loss 1313.4398 (1313.6098) grad_norm 256.4079 (309.4550) embed_mse 1312.3163 (1312.4940) mask_bce 0.2605 (0.2595) mask_dice 0.8630 (0.8562) mem 21940MB +[2025-12-25 01:30:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][270/1573] eta 0:13:13 lr 0.000049 time 0.4184 (0.6088) loss 1283.4550 (1313.8575) grad_norm 341.2005 (310.4170) embed_mse 1282.3665 (1312.7415) mask_bce 0.2080 (0.2596) mask_dice 0.8805 (0.8563) mem 21940MB +[2025-12-25 01:30:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][280/1573] eta 0:13:37 lr 0.000049 time 0.4198 (0.6324) loss 1372.8163 (1314.1793) grad_norm 234.1527 (306.3667) embed_mse 1371.7194 (1313.0632) mask_bce 0.2292 (0.2598) mask_dice 0.8678 (0.8562) mem 21940MB +[2025-12-25 01:30:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][290/1573] eta 0:13:22 lr 0.000049 time 0.4549 (0.6257) loss 1341.9716 (1314.0874) grad_norm 369.1338 (308.1102) embed_mse 1340.8806 (1312.9716) mask_bce 0.2092 (0.2594) mask_dice 0.8817 (0.8564) mem 21940MB +[2025-12-25 01:30:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][300/1573] eta 0:13:36 lr 0.000049 time 0.4211 (0.6411) loss 1336.0203 (1313.8803) grad_norm 304.5067 (308.0128) embed_mse 1334.8959 (1312.7643) mask_bce 0.2405 (0.2596) mask_dice 0.8839 (0.8564) mem 21940MB +[2025-12-25 01:31:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][310/1573] eta 0:13:23 lr 0.000049 time 0.4218 (0.6359) loss 1300.9235 (1313.8554) grad_norm 195.5049 (305.0521) embed_mse 1299.8214 (1312.7396) mask_bce 0.2150 (0.2592) mask_dice 0.8870 (0.8566) mem 21940MB +[2025-12-25 01:31:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][320/1573] eta 0:13:23 lr 0.000049 time 0.4197 (0.6415) loss 1303.9514 (1314.1422) grad_norm 185.6833 (298.7481) embed_mse 1302.8455 (1313.0263) mask_bce 0.2589 (0.2592) mask_dice 0.8471 (0.8568) mem 21940MB +[2025-12-25 01:31:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][330/1573] eta 0:13:19 lr 0.000049 time 2.7701 (0.6432) loss 1266.0720 (1314.0032) grad_norm 226.6418 (296.9894) embed_mse 1264.9835 (1312.8875) mask_bce 0.2184 (0.2587) mask_dice 0.8701 (0.8570) mem 21940MB +[2025-12-25 01:31:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][340/1573] eta 0:13:08 lr 0.000049 time 0.4232 (0.6397) loss 1266.2842 (1314.1090) grad_norm 223.8406 (295.2478) embed_mse 1265.1821 (1312.9935) mask_bce 0.2752 (0.2586) mask_dice 0.8269 (0.8569) mem 21940MB +[2025-12-25 01:31:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][350/1573] eta 0:12:58 lr 0.000049 time 0.4322 (0.6367) loss 1225.2611 (1314.1990) grad_norm 199.0041 (293.0096) embed_mse 1224.1598 (1313.0837) mask_bce 0.2327 (0.2582) mask_dice 0.8687 (0.8571) mem 21940MB +[2025-12-25 01:31:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][360/1573] eta 0:13:06 lr 0.000049 time 0.4169 (0.6484) loss 1372.8304 (1314.0492) grad_norm 169.4140 (287.8990) embed_mse 1371.7213 (1312.9337) mask_bce 0.2478 (0.2585) mask_dice 0.8614 (0.8570) mem 21940MB +[2025-12-25 01:31:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][370/1573] eta 0:12:55 lr 0.000049 time 0.4213 (0.6443) loss 1351.1722 (1314.2451) grad_norm 379.8035 (289.8969) embed_mse 1350.0754 (1313.1297) mask_bce 0.2453 (0.2583) mask_dice 0.8515 (0.8570) mem 21940MB +[2025-12-25 01:31:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][380/1573] eta 0:12:42 lr 0.000049 time 0.4286 (0.6387) loss 1324.3953 (1314.1697) grad_norm 329.2322 (290.7338) embed_mse 1323.2314 (1313.0542) mask_bce 0.2688 (0.2582) mask_dice 0.8950 (0.8572) mem 21940MB +[2025-12-25 01:31:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][390/1573] eta 0:12:32 lr 0.000049 time 0.4257 (0.6364) loss 1286.3448 (1313.9962) grad_norm 222.6548 (289.3155) embed_mse 1285.2384 (1312.8808) mask_bce 0.2464 (0.2582) mask_dice 0.8602 (0.8573) mem 21940MB +[2025-12-25 01:31:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][400/1573] eta 0:12:21 lr 0.000049 time 0.4377 (0.6321) loss 1284.1307 (1314.0165) grad_norm 264.2020 (287.6634) embed_mse 1283.0203 (1312.9014) mask_bce 0.2596 (0.2577) mask_dice 0.8509 (0.8574) mem 21940MB +[2025-12-25 01:32:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][410/1573] eta 0:12:15 lr 0.000049 time 0.4514 (0.6320) loss 1304.8911 (1313.9418) grad_norm 334.2189 (288.5763) embed_mse 1303.7872 (1312.8269) mask_bce 0.2264 (0.2574) mask_dice 0.8774 (0.8575) mem 21940MB +[2025-12-25 01:32:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][420/1573] eta 0:12:17 lr 0.000049 time 0.4237 (0.6399) loss 1320.2297 (1313.7005) grad_norm 259.9479 (288.0257) embed_mse 1319.1337 (1312.5860) mask_bce 0.2129 (0.2567) mask_dice 0.8832 (0.8578) mem 21940MB +[2025-12-25 01:32:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][430/1573] eta 0:12:13 lr 0.000049 time 0.4262 (0.6413) loss 1313.1625 (1313.7347) grad_norm 194.5100 (286.2613) embed_mse 1312.0642 (1312.6202) mask_bce 0.2253 (0.2567) mask_dice 0.8729 (0.8578) mem 21940MB +[2025-12-25 01:32:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][440/1573] eta 0:12:02 lr 0.000049 time 0.5349 (0.6376) loss 1355.8601 (1314.2543) grad_norm 415.2074 (288.8405) embed_mse 1354.7463 (1313.1401) mask_bce 0.2491 (0.2563) mask_dice 0.8647 (0.8579) mem 21940MB +[2025-12-25 01:32:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][450/1573] eta 0:12:02 lr 0.000049 time 0.4209 (0.6438) loss 1343.0653 (1314.1562) grad_norm 392.0449 (290.6835) embed_mse 1341.9159 (1313.0407) mask_bce 0.3068 (0.2573) mask_dice 0.8425 (0.8582) mem 21940MB +[2025-12-25 01:32:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][460/1573] eta 0:12:02 lr 0.000049 time 0.4234 (0.6495) loss 1362.5863 (1314.6763) grad_norm 184.1480 (288.8145) embed_mse 1361.4653 (1313.5608) mask_bce 0.2606 (0.2573) mask_dice 0.8604 (0.8581) mem 21940MB +[2025-12-25 01:32:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][470/1573] eta 0:11:54 lr 0.000049 time 0.4247 (0.6482) loss 1343.8778 (1314.7954) grad_norm 234.0302 (287.8699) embed_mse 1342.7319 (1313.6801) mask_bce 0.3072 (0.2572) mask_dice 0.8387 (0.8581) mem 21940MB +[2025-12-25 01:32:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][480/1573] eta 0:11:52 lr 0.000049 time 0.4177 (0.6522) loss 1304.2935 (1314.9191) grad_norm 240.0633 (285.5127) embed_mse 1303.1705 (1313.8036) mask_bce 0.2922 (0.2573) mask_dice 0.8307 (0.8582) mem 21940MB +[2025-12-25 01:33:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][490/1573] eta 0:11:55 lr 0.000049 time 6.2113 (0.6609) loss 1236.0503 (1315.1664) grad_norm 306.0511 (285.8494) embed_mse 1234.9344 (1314.0508) mask_bce 0.2721 (0.2576) mask_dice 0.8438 (0.8580) mem 21940MB +[2025-12-25 01:33:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][500/1573] eta 0:11:45 lr 0.000049 time 0.4214 (0.6572) loss 1302.5132 (1315.5445) grad_norm 350.8735 (286.8981) embed_mse 1301.3882 (1314.4288) mask_bce 0.2783 (0.2577) mask_dice 0.8467 (0.8580) mem 21940MB +[2025-12-25 01:33:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][510/1573] eta 0:11:45 lr 0.000049 time 0.4301 (0.6635) loss 1342.4863 (1315.4089) grad_norm 192.4439 (285.3989) embed_mse 1341.3560 (1314.2927) mask_bce 0.2904 (0.2580) mask_dice 0.8400 (0.8581) mem 21940MB +[2025-12-25 01:33:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][520/1573] eta 0:11:40 lr 0.000049 time 0.4160 (0.6653) loss 1255.4332 (1315.7006) grad_norm 220.7655 (283.9706) embed_mse 1254.2433 (1314.5845) mask_bce 0.3677 (0.2582) mask_dice 0.8222 (0.8580) mem 21940MB +[2025-12-25 01:33:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][530/1573] eta 0:11:33 lr 0.000049 time 0.8224 (0.6648) loss 1267.6759 (1315.5714) grad_norm 198.6734 (282.6782) embed_mse 1266.5131 (1314.4552) mask_bce 0.2995 (0.2583) mask_dice 0.8633 (0.8579) mem 21940MB +[2025-12-25 01:33:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][540/1573] eta 0:11:26 lr 0.000049 time 0.4546 (0.6647) loss 1317.0229 (1315.4101) grad_norm 207.1233 (281.5505) embed_mse 1315.8995 (1314.2938) mask_bce 0.2680 (0.2585) mask_dice 0.8553 (0.8578) mem 21940MB +[2025-12-25 01:33:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][550/1573] eta 0:11:26 lr 0.000049 time 0.4546 (0.6715) loss 1252.7938 (1315.0745) grad_norm 330.6332 (282.2723) embed_mse 1251.6777 (1313.9585) mask_bce 0.2518 (0.2580) mask_dice 0.8642 (0.8580) mem 21940MB +[2025-12-25 01:34:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][560/1573] eta 0:11:34 lr 0.000048 time 0.4543 (0.6856) loss 1261.8431 (1314.7630) grad_norm 209.0461 (279.8725) embed_mse 1260.7378 (1313.6468) mask_bce 0.2563 (0.2581) mask_dice 0.8491 (0.8580) mem 21940MB +[2025-12-25 01:34:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][570/1573] eta 0:11:26 lr 0.000048 time 0.4490 (0.6841) loss 1306.9028 (1314.2469) grad_norm 169.2151 (278.3140) embed_mse 1305.8108 (1313.1308) mask_bce 0.2449 (0.2582) mask_dice 0.8470 (0.8580) mem 21940MB +[2025-12-25 01:34:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][580/1573] eta 0:11:18 lr 0.000048 time 0.4229 (0.6831) loss 1310.9093 (1313.9853) grad_norm 318.7915 (278.8761) embed_mse 1309.8021 (1312.8691) mask_bce 0.2423 (0.2582) mask_dice 0.8648 (0.8580) mem 21940MB +[2025-12-25 01:34:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][590/1573] eta 0:11:13 lr 0.000048 time 0.4187 (0.6847) loss 1263.5988 (1314.1039) grad_norm 234.7165 (278.2712) embed_mse 1262.3879 (1312.9879) mask_bce 0.3656 (0.2580) mask_dice 0.8453 (0.8580) mem 21940MB +[2025-12-25 01:34:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][600/1573] eta 0:11:03 lr 0.000048 time 0.4171 (0.6817) loss 1287.5630 (1313.7518) grad_norm 308.6373 (278.1981) embed_mse 1286.4834 (1312.6361) mask_bce 0.2281 (0.2579) mask_dice 0.8515 (0.8579) mem 21940MB +[2025-12-25 01:34:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][610/1573] eta 0:10:53 lr 0.000048 time 0.4206 (0.6785) loss 1313.3285 (1313.7768) grad_norm 175.0763 (276.8412) embed_mse 1312.1964 (1312.6609) mask_bce 0.2490 (0.2580) mask_dice 0.8831 (0.8579) mem 21940MB +[2025-12-25 01:34:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][620/1573] eta 0:10:51 lr 0.000048 time 0.4685 (0.6838) loss 1308.8806 (1313.6817) grad_norm 279.8775 (276.8806) embed_mse 1307.7971 (1312.5660) mask_bce 0.2124 (0.2579) mask_dice 0.8711 (0.8578) mem 21940MB +[2025-12-25 01:34:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][630/1573] eta 0:10:42 lr 0.000048 time 0.4322 (0.6813) loss 1321.3448 (1313.7436) grad_norm 218.1061 (276.1271) embed_mse 1320.1943 (1312.6280) mask_bce 0.2811 (0.2578) mask_dice 0.8694 (0.8578) mem 21940MB +[2025-12-25 01:35:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][640/1573] eta 0:10:41 lr 0.000048 time 0.4189 (0.6878) loss 1295.4541 (1313.9449) grad_norm 204.2542 (274.1852) embed_mse 1294.3683 (1312.8295) mask_bce 0.2344 (0.2577) mask_dice 0.8513 (0.8578) mem 21940MB +[2025-12-25 01:35:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][650/1573] eta 0:10:34 lr 0.000048 time 0.4173 (0.6879) loss 1342.9993 (1313.9275) grad_norm 353.9448 (275.1698) embed_mse 1341.8589 (1312.8122) mask_bce 0.2847 (0.2576) mask_dice 0.8558 (0.8577) mem 21940MB +[2025-12-25 01:35:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][660/1573] eta 0:10:30 lr 0.000048 time 0.4312 (0.6907) loss 1379.9083 (1314.1580) grad_norm 212.6483 (274.4073) embed_mse 1378.8124 (1313.0428) mask_bce 0.2192 (0.2575) mask_dice 0.8767 (0.8577) mem 21940MB +[2025-12-25 01:35:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][670/1573] eta 0:10:22 lr 0.000048 time 0.4190 (0.6892) loss 1318.4933 (1314.2454) grad_norm 186.4866 (273.3481) embed_mse 1317.3356 (1313.1301) mask_bce 0.2851 (0.2575) mask_dice 0.8727 (0.8578) mem 21940MB +[2025-12-25 01:35:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][680/1573] eta 0:10:20 lr 0.000048 time 0.4175 (0.6946) loss 1263.6141 (1314.2141) grad_norm 271.7227 (273.4048) embed_mse 1262.5056 (1313.0989) mask_bce 0.2525 (0.2574) mask_dice 0.8561 (0.8578) mem 21940MB +[2025-12-25 01:35:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][690/1573] eta 0:10:11 lr 0.000048 time 0.4528 (0.6929) loss 1405.9498 (1314.3975) grad_norm 229.5243 (272.8945) embed_mse 1404.8528 (1313.2825) mask_bce 0.2359 (0.2572) mask_dice 0.8611 (0.8578) mem 21940MB +[2025-12-25 01:35:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][700/1573] eta 0:10:03 lr 0.000048 time 0.4269 (0.6917) loss 1323.0671 (1314.5444) grad_norm 192.8428 (271.9744) embed_mse 1321.9514 (1313.4296) mask_bce 0.2490 (0.2570) mask_dice 0.8666 (0.8578) mem 21940MB +[2025-12-25 01:36:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][710/1573] eta 0:10:08 lr 0.000048 time 3.1623 (0.7049) loss 1371.2659 (1314.7745) grad_norm 226.9760 (271.4630) embed_mse 1370.1710 (1313.6598) mask_bce 0.2488 (0.2570) mask_dice 0.8461 (0.8577) mem 21940MB +[2025-12-25 01:36:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][720/1573] eta 0:10:08 lr 0.000048 time 0.4264 (0.7132) loss 1272.5046 (1314.8308) grad_norm 249.2850 (271.2807) embed_mse 1271.3822 (1313.7161) mask_bce 0.2821 (0.2572) mask_dice 0.8404 (0.8576) mem 21940MB +[2025-12-25 01:36:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][730/1573] eta 0:10:06 lr 0.000048 time 0.4143 (0.7197) loss 1371.4453 (1314.7142) grad_norm 242.8471 (270.9682) embed_mse 1370.3195 (1313.5995) mask_bce 0.2795 (0.2571) mask_dice 0.8463 (0.8575) mem 21940MB +[2025-12-25 01:36:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][740/1573] eta 0:10:04 lr 0.000048 time 0.4274 (0.7260) loss 1353.6130 (1314.6161) grad_norm 324.4507 (271.5496) embed_mse 1352.5006 (1313.5015) mask_bce 0.2625 (0.2572) mask_dice 0.8498 (0.8574) mem 21940MB +[2025-12-25 01:36:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][750/1573] eta 0:10:04 lr 0.000048 time 9.0643 (0.7346) loss 1306.5994 (1314.9047) grad_norm 213.2396 (270.9226) embed_mse 1305.4978 (1313.7900) mask_bce 0.2305 (0.2574) mask_dice 0.8710 (0.8573) mem 21940MB +[2025-12-25 01:37:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][760/1573] eta 0:09:54 lr 0.000048 time 0.4214 (0.7314) loss 1315.5304 (1315.0785) grad_norm 231.0761 (269.8707) embed_mse 1314.4326 (1313.9639) mask_bce 0.2304 (0.2573) mask_dice 0.8673 (0.8573) mem 21940MB +[2025-12-25 01:37:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][770/1573] eta 0:09:45 lr 0.000048 time 0.4191 (0.7292) loss 1352.9930 (1315.1091) grad_norm 210.1768 (269.2488) embed_mse 1351.8992 (1313.9946) mask_bce 0.2219 (0.2571) mask_dice 0.8720 (0.8573) mem 21940MB +[2025-12-25 01:37:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][780/1573] eta 0:09:41 lr 0.000048 time 0.4190 (0.7332) loss 1350.2760 (1314.9999) grad_norm 277.6284 (269.3352) embed_mse 1349.1465 (1313.8855) mask_bce 0.2727 (0.2570) mask_dice 0.8568 (0.8574) mem 21940MB +[2025-12-25 01:37:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][790/1573] eta 0:09:35 lr 0.000048 time 0.4159 (0.7346) loss 1266.9066 (1314.8415) grad_norm 269.0100 (269.3319) embed_mse 1265.8203 (1313.7271) mask_bce 0.2515 (0.2570) mask_dice 0.8348 (0.8574) mem 21940MB +[2025-12-25 01:37:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][800/1573] eta 0:09:27 lr 0.000048 time 0.4187 (0.7341) loss 1358.1787 (1314.8703) grad_norm 209.8219 (268.7530) embed_mse 1357.0726 (1313.7560) mask_bce 0.2454 (0.2569) mask_dice 0.8607 (0.8574) mem 21940MB +[2025-12-25 01:37:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][810/1573] eta 0:09:26 lr 0.000048 time 7.0643 (0.7428) loss 1363.3333 (1314.8451) grad_norm 355.9735 (269.6166) embed_mse 1362.2236 (1313.7306) mask_bce 0.2549 (0.2571) mask_dice 0.8548 (0.8575) mem 21940MB +[2025-12-25 01:37:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][820/1573] eta 0:09:17 lr 0.000048 time 0.4418 (0.7405) loss 1287.9991 (1314.4776) grad_norm 242.0804 (269.3466) embed_mse 1286.8759 (1313.3631) mask_bce 0.2828 (0.2570) mask_dice 0.8404 (0.8574) mem 21940MB +[2025-12-25 01:38:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][830/1573] eta 0:09:10 lr 0.000048 time 0.4407 (0.7411) loss 1336.6005 (1314.3284) grad_norm 214.8518 (268.8175) embed_mse 1335.5009 (1313.2141) mask_bce 0.2236 (0.2569) mask_dice 0.8762 (0.8574) mem 21940MB +[2025-12-25 01:38:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][840/1573] eta 0:09:00 lr 0.000048 time 0.4443 (0.7376) loss 1330.8094 (1314.3449) grad_norm 220.5854 (267.9541) embed_mse 1329.6642 (1313.2306) mask_bce 0.3007 (0.2569) mask_dice 0.8446 (0.8574) mem 21940MB +[2025-12-25 01:38:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][850/1573] eta 0:08:59 lr 0.000048 time 4.3848 (0.7458) loss 1337.4597 (1314.5762) grad_norm 274.0442 (268.0116) embed_mse 1336.3500 (1313.4620) mask_bce 0.2555 (0.2567) mask_dice 0.8543 (0.8575) mem 21940MB +[2025-12-25 01:38:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][860/1573] eta 0:08:52 lr 0.000048 time 0.4443 (0.7470) loss 1295.6700 (1314.5460) grad_norm 187.2558 (267.2569) embed_mse 1294.5361 (1313.4319) mask_bce 0.3054 (0.2566) mask_dice 0.8285 (0.8575) mem 21940MB +[2025-12-25 01:38:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][870/1573] eta 0:08:43 lr 0.000048 time 0.4559 (0.7451) loss 1327.3344 (1314.5293) grad_norm 195.5868 (266.5932) embed_mse 1326.2345 (1313.4153) mask_bce 0.2501 (0.2565) mask_dice 0.8498 (0.8576) mem 21940MB +[2025-12-25 01:38:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][880/1573] eta 0:08:35 lr 0.000048 time 0.4550 (0.7445) loss 1357.9279 (1314.7458) grad_norm 259.7715 (265.8638) embed_mse 1356.7936 (1313.6315) mask_bce 0.2957 (0.2568) mask_dice 0.8385 (0.8575) mem 21940MB +[2025-12-25 01:38:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][890/1573] eta 0:08:34 lr 0.000048 time 0.4725 (0.7531) loss 1328.1783 (1314.8218) grad_norm 221.6047 (265.4651) embed_mse 1327.0480 (1313.7075) mask_bce 0.2975 (0.2570) mask_dice 0.8329 (0.8574) mem 21940MB +[2025-12-25 01:39:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][900/1573] eta 0:08:24 lr 0.000048 time 0.4569 (0.7497) loss 1271.4677 (1314.9199) grad_norm 224.3088 (265.0977) embed_mse 1270.3719 (1313.8055) mask_bce 0.2521 (0.2571) mask_dice 0.8436 (0.8574) mem 21940MB +[2025-12-25 01:39:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][910/1573] eta 0:08:22 lr 0.000048 time 5.4009 (0.7572) loss 1362.1337 (1314.9833) grad_norm 169.6135 (264.2527) embed_mse 1361.0153 (1313.8690) mask_bce 0.2482 (0.2569) mask_dice 0.8703 (0.8574) mem 21940MB +[2025-12-25 01:39:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][920/1573] eta 0:08:13 lr 0.000048 time 0.4159 (0.7555) loss 1292.6932 (1315.0412) grad_norm 314.1547 (264.8001) embed_mse 1291.6123 (1313.9269) mask_bce 0.2252 (0.2569) mask_dice 0.8557 (0.8574) mem 21940MB +[2025-12-25 01:39:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][930/1573] eta 0:08:06 lr 0.000048 time 0.4192 (0.7561) loss 1269.6100 (1315.1150) grad_norm 351.1916 (265.5448) embed_mse 1268.4861 (1314.0007) mask_bce 0.2490 (0.2568) mask_dice 0.8748 (0.8575) mem 21940MB +[2025-12-25 01:39:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][940/1573] eta 0:08:02 lr 0.000048 time 0.4238 (0.7620) loss 1235.9528 (1315.0673) grad_norm 273.1585 (265.6099) embed_mse 1234.8599 (1313.9531) mask_bce 0.2556 (0.2567) mask_dice 0.8373 (0.8575) mem 21940MB +[2025-12-25 01:39:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][950/1573] eta 0:07:54 lr 0.000048 time 2.0795 (0.7615) loss 1353.1194 (1314.9845) grad_norm 262.7781 (265.5859) embed_mse 1352.0295 (1313.8702) mask_bce 0.2357 (0.2567) mask_dice 0.8541 (0.8575) mem 21940MB +[2025-12-25 01:40:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][960/1573] eta 0:07:52 lr 0.000048 time 5.8802 (0.7701) loss 1268.7567 (1314.8330) grad_norm 202.8746 (264.7282) embed_mse 1267.6337 (1313.7189) mask_bce 0.2819 (0.2567) mask_dice 0.8412 (0.8575) mem 21940MB +[2025-12-25 01:40:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][970/1573] eta 0:07:42 lr 0.000048 time 0.4224 (0.7670) loss 1318.8854 (1314.7504) grad_norm 196.5893 (264.1650) embed_mse 1317.7787 (1313.6363) mask_bce 0.2434 (0.2567) mask_dice 0.8632 (0.8574) mem 21940MB +[2025-12-25 01:40:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][980/1573] eta 0:07:36 lr 0.000048 time 0.4270 (0.7690) loss 1246.4304 (1314.7964) grad_norm 289.2154 (264.3704) embed_mse 1245.3439 (1313.6824) mask_bce 0.2369 (0.2565) mask_dice 0.8496 (0.8574) mem 21940MB +[2025-12-25 01:40:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][990/1573] eta 0:07:30 lr 0.000048 time 0.4179 (0.7734) loss 1322.5635 (1314.6244) grad_norm 263.2990 (264.3617) embed_mse 1321.4841 (1313.5105) mask_bce 0.2041 (0.2564) mask_dice 0.8752 (0.8575) mem 21940MB +[2025-12-25 01:40:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1000/1573] eta 0:07:21 lr 0.000048 time 0.4116 (0.7699) loss 1300.7625 (1314.5287) grad_norm 242.6829 (264.6414) embed_mse 1299.6493 (1313.4148) mask_bce 0.2702 (0.2565) mask_dice 0.8431 (0.8575) mem 21940MB +[2025-12-25 01:40:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1010/1573] eta 0:07:17 lr 0.000048 time 0.4190 (0.7763) loss 1341.2434 (1314.7535) grad_norm 172.6712 (263.9114) embed_mse 1340.1338 (1313.6397) mask_bce 0.2568 (0.2564) mask_dice 0.8528 (0.8574) mem 21940MB +[2025-12-25 01:40:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1020/1573] eta 0:07:08 lr 0.000048 time 0.8648 (0.7750) loss 1320.3252 (1314.7151) grad_norm 319.5996 (264.3499) embed_mse 1319.2045 (1313.6014) mask_bce 0.2774 (0.2563) mask_dice 0.8433 (0.8574) mem 21940MB +[2025-12-25 01:41:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1030/1573] eta 0:07:00 lr 0.000048 time 0.4156 (0.7745) loss 1269.2898 (1314.6864) grad_norm 195.4823 (263.8119) embed_mse 1268.1796 (1313.5727) mask_bce 0.2416 (0.2563) mask_dice 0.8686 (0.8574) mem 21940MB +[2025-12-25 01:41:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1040/1573] eta 0:06:53 lr 0.000048 time 0.4172 (0.7750) loss 1295.2322 (1314.8229) grad_norm 314.4475 (264.3815) embed_mse 1294.1071 (1313.7092) mask_bce 0.2623 (0.2562) mask_dice 0.8628 (0.8574) mem 21940MB +[2025-12-25 01:41:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1050/1573] eta 0:06:47 lr 0.000048 time 0.4166 (0.7788) loss 1305.6129 (1314.6210) grad_norm 278.2789 (264.4876) embed_mse 1304.4961 (1313.5074) mask_bce 0.2632 (0.2562) mask_dice 0.8536 (0.8574) mem 21940MB +[2025-12-25 01:41:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1060/1573] eta 0:06:39 lr 0.000048 time 0.4137 (0.7791) loss 1310.3475 (1314.5285) grad_norm 245.2123 (264.3416) embed_mse 1309.1831 (1313.4149) mask_bce 0.2838 (0.2562) mask_dice 0.8807 (0.8574) mem 21940MB +[2025-12-25 01:41:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1070/1573] eta 0:06:32 lr 0.000048 time 0.4198 (0.7810) loss 1272.7916 (1314.5619) grad_norm 321.1197 (264.7685) embed_mse 1271.6722 (1313.4484) mask_bce 0.2773 (0.2561) mask_dice 0.8420 (0.8574) mem 21940MB +[2025-12-25 01:41:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1080/1573] eta 0:06:25 lr 0.000048 time 1.3529 (0.7820) loss 1281.4547 (1314.5480) grad_norm 386.9573 (265.4537) embed_mse 1280.3737 (1313.4345) mask_bce 0.2106 (0.2562) mask_dice 0.8704 (0.8573) mem 21940MB +[2025-12-25 01:42:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1090/1573] eta 0:06:19 lr 0.000048 time 0.4179 (0.7854) loss 1319.1208 (1314.7416) grad_norm 198.9692 (264.9648) embed_mse 1318.0294 (1313.6280) mask_bce 0.2358 (0.2563) mask_dice 0.8556 (0.8573) mem 21940MB +[2025-12-25 01:42:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1100/1573] eta 0:06:11 lr 0.000048 time 0.4270 (0.7845) loss 1268.5764 (1314.5712) grad_norm 297.1829 (265.2000) embed_mse 1267.4751 (1313.4577) mask_bce 0.2530 (0.2562) mask_dice 0.8482 (0.8573) mem 21940MB +[2025-12-25 01:42:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1110/1573] eta 0:06:03 lr 0.000048 time 0.4187 (0.7861) loss 1342.1309 (1314.5400) grad_norm 293.6456 (265.4061) embed_mse 1341.0098 (1313.4266) mask_bce 0.2836 (0.2562) mask_dice 0.8375 (0.8572) mem 21940MB +[2025-12-25 01:42:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1120/1573] eta 0:05:56 lr 0.000048 time 0.4255 (0.7864) loss 1294.1495 (1314.5120) grad_norm 427.5057 (266.7255) embed_mse 1293.0779 (1313.3986) mask_bce 0.2150 (0.2562) mask_dice 0.8567 (0.8572) mem 21940MB +[2025-12-25 01:42:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1130/1573] eta 0:05:52 lr 0.000048 time 0.4253 (0.7959) loss 1309.5242 (1314.4754) grad_norm 443.1443 (267.9767) embed_mse 1308.3043 (1313.3620) mask_bce 0.3494 (0.2562) mask_dice 0.8705 (0.8572) mem 21940MB +[2025-12-25 01:42:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1140/1573] eta 0:05:46 lr 0.000048 time 0.4248 (0.8009) loss 1327.9274 (1314.3464) grad_norm 309.0213 (268.2657) embed_mse 1326.8193 (1313.2331) mask_bce 0.2838 (0.2562) mask_dice 0.8242 (0.8572) mem 21940MB +[2025-12-25 01:43:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1150/1573] eta 0:05:38 lr 0.000048 time 0.4196 (0.8011) loss 1291.9781 (1314.3609) grad_norm 211.5401 (267.8690) embed_mse 1290.8806 (1313.2476) mask_bce 0.2393 (0.2561) mask_dice 0.8583 (0.8572) mem 21940MB +[2025-12-25 01:43:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1160/1573] eta 0:05:34 lr 0.000048 time 11.2347 (0.8087) loss 1381.0896 (1314.6050) grad_norm 403.1529 (268.9692) embed_mse 1379.9979 (1313.4917) mask_bce 0.2212 (0.2562) mask_dice 0.8705 (0.8572) mem 21940MB +[2025-12-25 01:43:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1170/1573] eta 0:05:24 lr 0.000048 time 0.4186 (0.8055) loss 1317.7849 (1314.7057) grad_norm 170.0112 (268.2914) embed_mse 1316.6887 (1313.5923) mask_bce 0.2439 (0.2562) mask_dice 0.8523 (0.8571) mem 21940MB +[2025-12-25 01:43:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1180/1573] eta 0:05:18 lr 0.000048 time 0.4168 (0.8115) loss 1445.0457 (1314.9248) grad_norm 204.2338 (267.8557) embed_mse 1443.9415 (1313.8114) mask_bce 0.2473 (0.2563) mask_dice 0.8568 (0.8571) mem 21940MB +[2025-12-25 01:43:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1190/1573] eta 0:05:12 lr 0.000048 time 0.4234 (0.8163) loss 1227.2677 (1314.8887) grad_norm 270.1075 (267.8709) embed_mse 1226.1636 (1313.7752) mask_bce 0.2667 (0.2564) mask_dice 0.8373 (0.8570) mem 21940MB +[2025-12-25 01:44:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1200/1573] eta 0:05:05 lr 0.000048 time 0.8971 (0.8178) loss 1292.7205 (1315.0739) grad_norm 175.7617 (266.6886) embed_mse 1291.6086 (1313.9604) mask_bce 0.2761 (0.2564) mask_dice 0.8359 (0.8571) mem 21940MB +[2025-12-25 01:44:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1210/1573] eta 0:04:59 lr 0.000048 time 0.4302 (0.8245) loss 1343.1560 (1315.2034) grad_norm 152.4995 (265.9324) embed_mse 1342.0576 (1314.0900) mask_bce 0.2534 (0.2564) mask_dice 0.8449 (0.8571) mem 21940MB +[2025-12-25 01:44:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1220/1573] eta 0:04:49 lr 0.000048 time 0.4364 (0.8212) loss 1305.8124 (1315.2098) grad_norm 432.7793 (267.0300) embed_mse 1304.7023 (1314.0964) mask_bce 0.2600 (0.2564) mask_dice 0.8501 (0.8570) mem 21940MB +[2025-12-25 01:44:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1230/1573] eta 0:04:44 lr 0.000048 time 0.4343 (0.8294) loss 1311.4219 (1315.2520) grad_norm 297.1065 (267.2266) embed_mse 1310.3126 (1314.1385) mask_bce 0.2566 (0.2565) mask_dice 0.8527 (0.8570) mem 21940MB +[2025-12-25 01:45:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1240/1573] eta 0:04:38 lr 0.000048 time 7.3869 (0.8375) loss 1339.1896 (1315.1762) grad_norm 209.0293 (266.8901) embed_mse 1338.0851 (1314.0628) mask_bce 0.2423 (0.2564) mask_dice 0.8621 (0.8570) mem 21940MB +[2025-12-25 01:45:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1250/1573] eta 0:04:29 lr 0.000048 time 0.4254 (0.8356) loss 1315.7184 (1315.2460) grad_norm 166.3506 (266.2456) embed_mse 1314.4086 (1314.1323) mask_bce 0.4414 (0.2567) mask_dice 0.8684 (0.8570) mem 21940MB +[2025-12-25 01:45:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1260/1573] eta 0:04:22 lr 0.000048 time 0.4139 (0.8397) loss 1377.6949 (1315.2334) grad_norm 258.7542 (266.1979) embed_mse 1376.6075 (1314.1198) mask_bce 0.2191 (0.2566) mask_dice 0.8682 (0.8570) mem 21940MB +[2025-12-25 01:45:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1270/1573] eta 0:04:14 lr 0.000048 time 0.4178 (0.8389) loss 1309.8629 (1315.0206) grad_norm 458.7935 (267.4169) embed_mse 1308.7340 (1313.9071) mask_bce 0.2903 (0.2566) mask_dice 0.8387 (0.8570) mem 21940MB +[2025-12-25 01:45:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1280/1573] eta 0:04:05 lr 0.000048 time 0.4243 (0.8365) loss 1371.5881 (1314.8742) grad_norm 180.0128 (267.8142) embed_mse 1370.3904 (1313.7607) mask_bce 0.3442 (0.2566) mask_dice 0.8535 (0.8570) mem 21940MB +[2025-12-25 01:45:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1290/1573] eta 0:03:57 lr 0.000048 time 0.4231 (0.8385) loss 1304.7065 (1314.7109) grad_norm 186.0050 (267.3061) embed_mse 1303.5892 (1313.5972) mask_bce 0.2742 (0.2567) mask_dice 0.8430 (0.8569) mem 21940MB +[2025-12-25 01:46:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1300/1573] eta 0:03:50 lr 0.000048 time 6.4162 (0.8446) loss 1371.9637 (1314.7012) grad_norm 200.4197 (266.8932) embed_mse 1370.8306 (1313.5876) mask_bce 0.2747 (0.2567) mask_dice 0.8584 (0.8569) mem 21940MB +[2025-12-25 01:46:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1310/1573] eta 0:03:42 lr 0.000048 time 5.7192 (0.8465) loss 1320.2177 (1314.6654) grad_norm 187.4749 (266.4059) embed_mse 1319.1388 (1313.5519) mask_bce 0.2139 (0.2567) mask_dice 0.8650 (0.8569) mem 21940MB +[2025-12-25 01:46:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1320/1573] eta 0:03:36 lr 0.000048 time 0.4184 (0.8545) loss 1286.3607 (1314.6173) grad_norm 223.8844 (266.7158) embed_mse 1285.2478 (1313.5038) mask_bce 0.2426 (0.2566) mask_dice 0.8703 (0.8569) mem 21940MB +[2025-12-25 01:46:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1330/1573] eta 0:03:27 lr 0.000048 time 0.4229 (0.8550) loss 1335.8473 (1314.6954) grad_norm 344.7664 (267.1860) embed_mse 1334.7249 (1313.5819) mask_bce 0.2738 (0.2566) mask_dice 0.8487 (0.8569) mem 21940MB +[2025-12-25 01:46:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1340/1573] eta 0:03:19 lr 0.000048 time 0.4199 (0.8556) loss 1307.2849 (1314.6345) grad_norm 394.9668 (267.9511) embed_mse 1306.1859 (1313.5211) mask_bce 0.2255 (0.2566) mask_dice 0.8735 (0.8568) mem 21940MB +[2025-12-25 01:47:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1350/1573] eta 0:03:11 lr 0.000048 time 0.4269 (0.8589) loss 1277.7561 (1314.5436) grad_norm 241.8896 (267.7960) embed_mse 1276.6840 (1313.4303) mask_bce 0.1999 (0.2565) mask_dice 0.8721 (0.8568) mem 21940MB +[2025-12-25 01:47:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1360/1573] eta 0:03:03 lr 0.000048 time 1.9581 (0.8609) loss 1391.9209 (1314.6156) grad_norm 469.3153 (269.1272) embed_mse 1390.7175 (1313.5023) mask_bce 0.3214 (0.2564) mask_dice 0.8820 (0.8569) mem 21940MB +[2025-12-25 01:47:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1370/1573] eta 0:02:54 lr 0.000048 time 0.4392 (0.8605) loss 1286.3004 (1314.5594) grad_norm 390.4330 (269.8366) embed_mse 1285.1348 (1313.4460) mask_bce 0.3111 (0.2565) mask_dice 0.8546 (0.8569) mem 21940MB +[2025-12-25 01:47:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1380/1573] eta 0:02:46 lr 0.000048 time 0.4189 (0.8611) loss 1301.3212 (1314.4931) grad_norm 390.2373 (270.5366) embed_mse 1300.1876 (1313.3797) mask_bce 0.2871 (0.2564) mask_dice 0.8465 (0.8570) mem 21940MB +[2025-12-25 01:47:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1390/1573] eta 0:02:38 lr 0.000048 time 2.0798 (0.8688) loss 1334.2534 (1314.5148) grad_norm 309.6202 (270.7625) embed_mse 1333.1571 (1313.4015) mask_bce 0.2334 (0.2564) mask_dice 0.8629 (0.8570) mem 21940MB +[2025-12-25 01:48:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1400/1573] eta 0:02:30 lr 0.000048 time 0.4238 (0.8722) loss 1348.8300 (1314.5201) grad_norm 248.5017 (270.0220) embed_mse 1347.7241 (1313.4068) mask_bce 0.2437 (0.2563) mask_dice 0.8621 (0.8570) mem 21940MB +[2025-12-25 01:48:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1410/1573] eta 0:02:22 lr 0.000048 time 7.4082 (0.8742) loss 1288.9943 (1314.4867) grad_norm 343.2645 (270.4382) embed_mse 1287.8898 (1313.3735) mask_bce 0.2589 (0.2562) mask_dice 0.8456 (0.8570) mem 21940MB +[2025-12-25 01:48:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1420/1573] eta 0:02:14 lr 0.000048 time 0.4257 (0.8793) loss 1319.0255 (1314.5142) grad_norm 409.5184 (271.2240) embed_mse 1317.9569 (1313.4011) mask_bce 0.2018 (0.2562) mask_dice 0.8668 (0.8569) mem 21940MB +[2025-12-25 01:48:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1430/1573] eta 0:02:05 lr 0.000048 time 1.6083 (0.8769) loss 1315.4534 (1314.4774) grad_norm 230.4885 (270.9951) embed_mse 1314.3328 (1313.3643) mask_bce 0.2757 (0.2562) mask_dice 0.8450 (0.8569) mem 21940MB +[2025-12-25 01:48:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1440/1573] eta 0:01:57 lr 0.000048 time 4.5552 (0.8828) loss 1349.8676 (1314.4498) grad_norm 225.4866 (270.5740) embed_mse 1348.7489 (1313.3367) mask_bce 0.2725 (0.2562) mask_dice 0.8462 (0.8569) mem 21940MB +[2025-12-25 01:49:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1450/1573] eta 0:01:49 lr 0.000048 time 5.1020 (0.8889) loss 1296.0168 (1314.4371) grad_norm 382.4630 (271.1922) embed_mse 1294.9005 (1313.3239) mask_bce 0.2707 (0.2564) mask_dice 0.8456 (0.8569) mem 21940MB +[2025-12-25 01:49:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1460/1573] eta 0:01:40 lr 0.000048 time 0.4269 (0.8917) loss 1313.3164 (1314.4174) grad_norm 288.8607 (271.2892) embed_mse 1312.1871 (1313.3043) mask_bce 0.2849 (0.2563) mask_dice 0.8443 (0.8569) mem 21940MB +[2025-12-25 01:49:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1470/1573] eta 0:01:31 lr 0.000048 time 0.4466 (0.8900) loss 1317.3049 (1314.4488) grad_norm 210.1309 (270.9550) embed_mse 1316.1799 (1313.3357) mask_bce 0.2965 (0.2563) mask_dice 0.8285 (0.8569) mem 21940MB +[2025-12-25 01:49:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1480/1573] eta 0:01:22 lr 0.000048 time 0.6476 (0.8900) loss 1279.6637 (1314.5182) grad_norm 304.5868 (270.7041) embed_mse 1278.5907 (1313.4052) mask_bce 0.2070 (0.2562) mask_dice 0.8660 (0.8568) mem 21940MB +[2025-12-25 01:50:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1490/1573] eta 0:01:14 lr 0.000048 time 0.4251 (0.8999) loss 1301.4099 (1314.4194) grad_norm 143.0986 (270.0181) embed_mse 1300.2983 (1313.3064) mask_bce 0.2423 (0.2561) mask_dice 0.8693 (0.8568) mem 21940MB +[2025-12-25 01:50:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1500/1573] eta 0:01:05 lr 0.000048 time 0.4377 (0.9026) loss 1325.3613 (1314.2545) grad_norm 303.8889 (270.1992) embed_mse 1324.2518 (1313.1416) mask_bce 0.2570 (0.2562) mask_dice 0.8526 (0.8568) mem 21940MB +[2025-12-25 01:50:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1510/1573] eta 0:00:57 lr 0.000048 time 0.4163 (0.9058) loss 1271.3778 (1314.2812) grad_norm 182.1971 (269.7311) embed_mse 1270.2581 (1313.1682) mask_bce 0.2706 (0.2562) mask_dice 0.8493 (0.8568) mem 21940MB +[2025-12-25 01:50:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1520/1573] eta 0:00:47 lr 0.000048 time 0.4138 (0.9054) loss 1280.8530 (1314.3081) grad_norm 229.4470 (269.4076) embed_mse 1279.7537 (1313.1952) mask_bce 0.2447 (0.2561) mask_dice 0.8547 (0.8568) mem 21940MB +[2025-12-25 01:50:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1530/1573] eta 0:00:39 lr 0.000048 time 2.3457 (0.9075) loss 1350.4532 (1314.3791) grad_norm 170.7328 (268.8910) embed_mse 1349.3693 (1313.2661) mask_bce 0.2189 (0.2562) mask_dice 0.8650 (0.8568) mem 21940MB +[2025-12-25 01:51:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1540/1573] eta 0:00:30 lr 0.000048 time 11.8528 (0.9151) loss 1335.6469 (1314.4517) grad_norm 215.5047 (268.6129) embed_mse 1334.5228 (1313.3387) mask_bce 0.2557 (0.2563) mask_dice 0.8683 (0.8567) mem 21940MB +[2025-12-25 01:51:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1550/1573] eta 0:00:21 lr 0.000048 time 0.4195 (0.9147) loss 1269.7402 (1314.3716) grad_norm 252.2407 (268.5281) embed_mse 1268.6256 (1313.2586) mask_bce 0.2852 (0.2563) mask_dice 0.8295 (0.8567) mem 21940MB +[2025-12-25 01:51:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1560/1573] eta 0:00:11 lr 0.000048 time 0.4107 (0.9136) loss 1374.5470 (1314.3046) grad_norm 223.9658 (268.3496) embed_mse 1373.4094 (1313.1916) mask_bce 0.2838 (0.2561) mask_dice 0.8537 (0.8568) mem 21940MB +[2025-12-25 01:51:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1570/1573] eta 0:00:02 lr 0.000048 time 0.4187 (0.9111) loss 1286.3821 (1314.2595) grad_norm 306.2162 (268.5428) embed_mse 1285.2927 (1313.1466) mask_bce 0.2078 (0.2561) mask_dice 0.8816 (0.8568) mem 21940MB +[2025-12-25 01:51:40 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 3 training takes 0:23:55 +[2025-12-25 01:51:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][0/1573] eta 2:31:05 lr 0.000048 time 5.7629 (5.7629) loss 1347.5634 (1347.5634) grad_norm 0.0000 (0.0000) embed_mse 1346.4717 (1346.4717) mask_bce 0.2513 (0.2513) mask_dice 0.8404 (0.8404) mem 21940MB +[2025-12-25 01:51:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][10/1573] eta 0:37:39 lr 0.000048 time 0.5366 (1.4454) loss 1309.6040 (1320.1795) grad_norm 327.8197 (327.8197) embed_mse 1308.4840 (1319.0711) mask_bce 0.2623 (0.2564) mask_dice 0.8578 (0.8521) mem 21940MB +[2025-12-25 01:52:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][20/1573] eta 0:25:49 lr 0.000048 time 0.4276 (0.9979) loss 1343.0092 (1317.8704) grad_norm 260.7950 (294.3073) embed_mse 1341.9047 (1316.7618) mask_bce 0.2250 (0.2541) mask_dice 0.8795 (0.8546) mem 21940MB +[2025-12-25 01:52:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][30/1573] eta 0:21:56 lr 0.000048 time 0.4310 (0.8534) loss 1320.3296 (1313.7005) grad_norm 244.9994 (277.8713) embed_mse 1319.2635 (1312.5909) mask_bce 0.2029 (0.2545) mask_dice 0.8632 (0.8551) mem 21940MB +[2025-12-25 01:52:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][40/1573] eta 0:23:49 lr 0.000048 time 0.4407 (0.9327) loss 1303.8615 (1315.9438) grad_norm 445.4375 (290.8575) embed_mse 1302.7455 (1314.8324) mask_bce 0.2711 (0.2566) mask_dice 0.8449 (0.8548) mem 21940MB +[2025-12-25 01:52:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][50/1573] eta 0:23:22 lr 0.000048 time 2.0421 (0.9209) loss 1357.3887 (1315.9572) grad_norm 368.2501 (303.7563) embed_mse 1356.2743 (1314.8484) mask_bce 0.2695 (0.2535) mask_dice 0.8449 (0.8554) mem 21940MB +[2025-12-25 01:52:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][60/1573] eta 0:23:58 lr 0.000048 time 0.4446 (0.9505) loss 1270.9771 (1316.5067) grad_norm 427.7755 (321.4733) embed_mse 1269.8672 (1315.3985) mask_bce 0.2477 (0.2529) mask_dice 0.8621 (0.8554) mem 21940MB +[2025-12-25 01:52:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][70/1573] eta 0:21:56 lr 0.000048 time 0.4260 (0.8760) loss 1289.4515 (1317.7167) grad_norm 219.4180 (308.7164) embed_mse 1288.3463 (1316.6070) mask_bce 0.2595 (0.2548) mask_dice 0.8458 (0.8549) mem 21940MB +[2025-12-25 01:52:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][80/1573] eta 0:23:21 lr 0.000048 time 0.4270 (0.9386) loss 1312.9884 (1316.5883) grad_norm 219.3275 (287.2313) embed_mse 1311.9088 (1315.4785) mask_bce 0.2173 (0.2549) mask_dice 0.8623 (0.8549) mem 21940MB +[2025-12-25 01:53:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][90/1573] eta 0:21:48 lr 0.000048 time 0.4467 (0.8825) loss 1355.0708 (1318.7904) grad_norm 301.5783 (288.5356) embed_mse 1353.9679 (1317.6806) mask_bce 0.2437 (0.2548) mask_dice 0.8592 (0.8550) mem 21940MB +[2025-12-25 01:53:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][100/1573] eta 0:21:38 lr 0.000048 time 0.4233 (0.8814) loss 1266.6414 (1317.5367) grad_norm 171.2678 (278.7632) embed_mse 1265.5389 (1316.4263) mask_bce 0.2570 (0.2558) mask_dice 0.8454 (0.8545) mem 21940MB +[2025-12-25 01:53:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][110/1573] eta 0:20:28 lr 0.000048 time 0.4254 (0.8401) loss 1238.0903 (1316.8124) grad_norm 270.3632 (278.1171) embed_mse 1236.9585 (1315.7020) mask_bce 0.3024 (0.2568) mask_dice 0.8295 (0.8537) mem 21940MB +[2025-12-25 01:53:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][120/1573] eta 0:20:33 lr 0.000048 time 0.4308 (0.8487) loss 1395.7177 (1317.6218) grad_norm 248.1781 (267.9056) embed_mse 1394.6046 (1316.5120) mask_bce 0.2455 (0.2555) mask_dice 0.8676 (0.8542) mem 21940MB +[2025-12-25 01:53:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][130/1573] eta 0:20:33 lr 0.000048 time 0.4240 (0.8547) loss 1383.8121 (1316.4242) grad_norm 247.7298 (266.6446) embed_mse 1382.6039 (1315.3134) mask_bce 0.3392 (0.2569) mask_dice 0.8691 (0.8540) mem 21940MB +[2025-12-25 01:53:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][140/1573] eta 0:20:02 lr 0.000048 time 0.4217 (0.8393) loss 1272.0272 (1316.0208) grad_norm 204.1590 (262.9690) embed_mse 1270.9331 (1314.9106) mask_bce 0.2571 (0.2562) mask_dice 0.8370 (0.8540) mem 21940MB +[2025-12-25 01:53:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][150/1573] eta 0:20:01 lr 0.000048 time 0.4176 (0.8442) loss 1354.0471 (1316.9042) grad_norm 227.1511 (260.9791) embed_mse 1352.8981 (1315.7932) mask_bce 0.2964 (0.2566) mask_dice 0.8527 (0.8544) mem 21940MB +[2025-12-25 01:53:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][160/1573] eta 0:20:04 lr 0.000048 time 2.1074 (0.8522) loss 1337.0457 (1317.9133) grad_norm 232.9435 (256.3467) embed_mse 1335.9375 (1316.8026) mask_bce 0.2358 (0.2561) mask_dice 0.8723 (0.8546) mem 21940MB +[2025-12-25 01:54:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][170/1573] eta 0:19:46 lr 0.000048 time 0.4258 (0.8458) loss 1323.3231 (1316.9833) grad_norm 252.5330 (256.1651) embed_mse 1322.2123 (1315.8717) mask_bce 0.2527 (0.2573) mask_dice 0.8582 (0.8543) mem 21940MB +[2025-12-25 01:54:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][180/1573] eta 0:19:09 lr 0.000048 time 0.4150 (0.8255) loss 1295.5133 (1316.5279) grad_norm 453.1961 (265.1211) embed_mse 1294.4385 (1315.4165) mask_bce 0.2047 (0.2570) mask_dice 0.8701 (0.8544) mem 21940MB +[2025-12-25 01:54:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][190/1573] eta 0:19:20 lr 0.000048 time 0.4180 (0.8391) loss 1264.6672 (1316.4143) grad_norm 227.4706 (263.4841) embed_mse 1263.5471 (1315.3030) mask_bce 0.2817 (0.2563) mask_dice 0.8384 (0.8550) mem 21940MB +[2025-12-25 01:54:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][200/1573] eta 0:19:26 lr 0.000048 time 0.4195 (0.8495) loss 1286.1815 (1317.2187) grad_norm 326.6761 (263.6796) embed_mse 1285.0768 (1316.1072) mask_bce 0.2536 (0.2563) mask_dice 0.8512 (0.8552) mem 21940MB +[2025-12-25 01:54:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][210/1573] eta 0:19:17 lr 0.000048 time 0.4159 (0.8492) loss 1327.6208 (1317.6284) grad_norm 346.9681 (266.8830) embed_mse 1326.5281 (1316.5163) mask_bce 0.2360 (0.2567) mask_dice 0.8569 (0.8553) mem 21940MB +[2025-12-25 01:54:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][220/1573] eta 0:18:43 lr 0.000048 time 0.4406 (0.8307) loss 1314.8671 (1317.7160) grad_norm 219.0282 (265.1106) embed_mse 1313.7775 (1316.6047) mask_bce 0.2424 (0.2559) mask_dice 0.8472 (0.8555) mem 21940MB +[2025-12-25 01:54:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][230/1573] eta 0:18:57 lr 0.000048 time 0.4177 (0.8468) loss 1291.8091 (1317.9832) grad_norm 283.7236 (265.7754) embed_mse 1290.6962 (1316.8723) mask_bce 0.2569 (0.2552) mask_dice 0.8560 (0.8556) mem 21940MB +[2025-12-25 01:55:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][240/1573] eta 0:19:13 lr 0.000048 time 0.4204 (0.8650) loss 1331.6765 (1317.4363) grad_norm 176.6793 (260.4290) embed_mse 1330.5319 (1316.3252) mask_bce 0.3146 (0.2557) mask_dice 0.8301 (0.8554) mem 21940MB +[2025-12-25 01:55:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][250/1573] eta 0:19:02 lr 0.000048 time 0.4204 (0.8634) loss 1332.3671 (1317.4920) grad_norm 224.1599 (259.2590) embed_mse 1331.2041 (1316.3806) mask_bce 0.2942 (0.2556) mask_dice 0.8688 (0.8557) mem 21940MB +[2025-12-25 01:55:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][260/1573] eta 0:19:28 lr 0.000048 time 0.4235 (0.8899) loss 1268.9119 (1317.5739) grad_norm 181.9635 (256.8436) embed_mse 1267.7665 (1316.4625) mask_bce 0.2905 (0.2555) mask_dice 0.8549 (0.8558) mem 21940MB +[2025-12-25 01:55:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][270/1573] eta 0:19:00 lr 0.000048 time 1.1101 (0.8752) loss 1292.0560 (1316.5670) grad_norm 360.6295 (259.9886) embed_mse 1290.9524 (1315.4559) mask_bce 0.2538 (0.2552) mask_dice 0.8498 (0.8559) mem 21940MB +[2025-12-25 01:55:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][280/1573] eta 0:18:47 lr 0.000048 time 0.4210 (0.8723) loss 1302.1091 (1316.3687) grad_norm 317.3254 (260.1375) embed_mse 1300.9924 (1315.2572) mask_bce 0.2637 (0.2559) mask_dice 0.8529 (0.8556) mem 21940MB +[2025-12-25 01:55:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][290/1573] eta 0:18:50 lr 0.000048 time 4.5191 (0.8813) loss 1332.6301 (1316.1142) grad_norm 228.5045 (259.2588) embed_mse 1331.5323 (1315.0017) mask_bce 0.2488 (0.2571) mask_dice 0.8490 (0.8555) mem 21940MB +[2025-12-25 01:56:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][300/1573] eta 0:19:05 lr 0.000048 time 0.5093 (0.9001) loss 1279.9792 (1315.8778) grad_norm 191.2424 (257.4205) embed_mse 1278.8158 (1314.7652) mask_bce 0.2855 (0.2571) mask_dice 0.8780 (0.8555) mem 21940MB +[2025-12-25 01:56:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][310/1573] eta 0:19:17 lr 0.000048 time 0.4625 (0.9165) loss 1297.3431 (1315.4506) grad_norm 233.5097 (256.7913) embed_mse 1296.2755 (1314.3383) mask_bce 0.2024 (0.2567) mask_dice 0.8652 (0.8557) mem 21940MB +[2025-12-25 01:56:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][320/1573] eta 0:18:50 lr 0.000048 time 0.4164 (0.9020) loss 1356.2214 (1315.7485) grad_norm 220.0892 (256.3586) embed_mse 1355.0966 (1314.6365) mask_bce 0.2814 (0.2562) mask_dice 0.8435 (0.8557) mem 21940MB +[2025-12-25 01:56:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][330/1573] eta 0:18:38 lr 0.000048 time 0.4140 (0.8996) loss 1322.0911 (1315.7278) grad_norm 187.6915 (254.6837) embed_mse 1320.9430 (1314.6163) mask_bce 0.3078 (0.2556) mask_dice 0.8402 (0.8559) mem 21940MB +[2025-12-25 01:56:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][340/1573] eta 0:18:40 lr 0.000048 time 1.0009 (0.9085) loss 1290.8557 (1315.6920) grad_norm 345.8737 (256.8549) embed_mse 1289.7368 (1314.5808) mask_bce 0.2690 (0.2553) mask_dice 0.8499 (0.8559) mem 21940MB +[2025-12-25 01:57:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][350/1573] eta 0:18:40 lr 0.000048 time 0.4182 (0.9159) loss 1286.1931 (1315.5986) grad_norm 235.7601 (256.3643) embed_mse 1285.0892 (1314.4874) mask_bce 0.2348 (0.2554) mask_dice 0.8691 (0.8558) mem 21940MB +[2025-12-25 01:57:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][360/1573] eta 0:18:24 lr 0.000048 time 0.4153 (0.9109) loss 1330.5990 (1315.5393) grad_norm 279.9094 (257.6813) embed_mse 1329.5116 (1314.4282) mask_bce 0.2162 (0.2551) mask_dice 0.8712 (0.8560) mem 21940MB +[2025-12-25 01:57:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][370/1573] eta 0:18:32 lr 0.000048 time 0.4158 (0.9245) loss 1289.1174 (1314.9473) grad_norm 293.1793 (258.4530) embed_mse 1288.0229 (1313.8361) mask_bce 0.2273 (0.2551) mask_dice 0.8672 (0.8561) mem 21940MB +[2025-12-25 01:57:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][380/1573] eta 0:18:35 lr 0.000048 time 0.4312 (0.9351) loss 1312.4554 (1315.3471) grad_norm 246.4935 (258.1985) embed_mse 1311.3326 (1314.2361) mask_bce 0.2499 (0.2548) mask_dice 0.8729 (0.8562) mem 21940MB +[2025-12-25 01:57:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][390/1573] eta 0:18:31 lr 0.000048 time 0.4217 (0.9400) loss 1300.4240 (1315.1291) grad_norm 173.9747 (256.4438) embed_mse 1299.3273 (1314.0181) mask_bce 0.2394 (0.2548) mask_dice 0.8573 (0.8562) mem 21940MB +[2025-12-25 01:57:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][400/1573] eta 0:18:09 lr 0.000048 time 0.4140 (0.9290) loss 1338.1165 (1314.8313) grad_norm 239.9165 (257.1492) embed_mse 1337.0170 (1313.7202) mask_bce 0.2480 (0.2548) mask_dice 0.8514 (0.8562) mem 21940MB +[2025-12-25 01:58:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][410/1573] eta 0:18:15 lr 0.000048 time 1.7631 (0.9420) loss 1257.1794 (1314.6578) grad_norm 208.2587 (256.1906) embed_mse 1256.0503 (1313.5466) mask_bce 0.2778 (0.2549) mask_dice 0.8513 (0.8562) mem 21940MB +[2025-12-25 01:58:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][420/1573] eta 0:18:09 lr 0.000048 time 0.4235 (0.9446) loss 1295.3342 (1314.4062) grad_norm 341.7414 (257.8358) embed_mse 1294.2242 (1313.2951) mask_bce 0.2551 (0.2551) mask_dice 0.8549 (0.8560) mem 21940MB +[2025-12-25 01:58:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][430/1573] eta 0:17:53 lr 0.000048 time 0.4119 (0.9394) loss 1315.4948 (1314.3734) grad_norm 227.4945 (257.2633) embed_mse 1314.3927 (1313.2618) mask_bce 0.2225 (0.2555) mask_dice 0.8797 (0.8561) mem 21940MB +[2025-12-25 01:58:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][440/1573] eta 0:17:53 lr 0.000048 time 4.8113 (0.9479) loss 1346.6217 (1314.1560) grad_norm 208.6499 (255.9016) embed_mse 1345.5302 (1313.0446) mask_bce 0.2123 (0.2552) mask_dice 0.8793 (0.8563) mem 21940MB +[2025-12-25 01:58:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][450/1573] eta 0:17:50 lr 0.000048 time 0.4342 (0.9534) loss 1358.9463 (1314.4793) grad_norm 212.5241 (255.1270) embed_mse 1357.8049 (1313.3680) mask_bce 0.2978 (0.2550) mask_dice 0.8436 (0.8563) mem 21940MB +[2025-12-25 01:59:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][460/1573] eta 0:17:45 lr 0.000048 time 0.4295 (0.9574) loss 1351.5272 (1314.5862) grad_norm 254.7700 (255.1207) embed_mse 1350.4081 (1313.4750) mask_bce 0.2666 (0.2549) mask_dice 0.8525 (0.8563) mem 21940MB +[2025-12-25 01:59:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][470/1573] eta 0:17:43 lr 0.000048 time 0.4171 (0.9644) loss 1253.8856 (1314.6027) grad_norm 221.8320 (254.5468) embed_mse 1252.7557 (1313.4915) mask_bce 0.2873 (0.2549) mask_dice 0.8426 (0.8562) mem 21940MB +[2025-12-25 01:59:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][480/1573] eta 0:17:26 lr 0.000048 time 0.4336 (0.9574) loss 1375.0393 (1314.7809) grad_norm 210.1747 (256.0868) embed_mse 1373.9369 (1313.6696) mask_bce 0.2426 (0.2551) mask_dice 0.8598 (0.8562) mem 21940MB +[2025-12-25 01:59:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][490/1573] eta 0:17:39 lr 0.000048 time 0.4417 (0.9781) loss 1324.3198 (1314.8850) grad_norm 209.0883 (255.3163) embed_mse 1323.2065 (1313.7737) mask_bce 0.2764 (0.2550) mask_dice 0.8369 (0.8563) mem 21940MB +[2025-12-25 01:59:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][500/1573] eta 0:17:39 lr 0.000048 time 0.4268 (0.9879) loss 1299.3575 (1314.6524) grad_norm 225.0078 (254.8274) embed_mse 1298.2395 (1313.5413) mask_bce 0.2743 (0.2548) mask_dice 0.8438 (0.8563) mem 21940MB +[2025-12-25 02:00:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][510/1573] eta 0:17:29 lr 0.000048 time 0.4150 (0.9875) loss 1272.6345 (1314.5183) grad_norm 373.5798 (256.7124) embed_mse 1271.5023 (1313.4070) mask_bce 0.2680 (0.2551) mask_dice 0.8641 (0.8562) mem 21940MB +[2025-12-25 02:00:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][520/1573] eta 0:17:15 lr 0.000048 time 0.4300 (0.9838) loss 1220.8123 (1314.2507) grad_norm 392.9539 (259.3599) embed_mse 1219.7056 (1313.1394) mask_bce 0.2479 (0.2550) mask_dice 0.8588 (0.8563) mem 21940MB +[2025-12-25 02:00:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][530/1573] eta 0:17:40 lr 0.000048 time 0.4153 (1.0165) loss 1400.0297 (1314.3980) grad_norm 205.9991 (258.5515) embed_mse 1398.8994 (1313.2866) mask_bce 0.3053 (0.2553) mask_dice 0.8250 (0.8562) mem 21940MB +[2025-12-25 02:00:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][540/1573] eta 0:17:38 lr 0.000047 time 0.4173 (1.0246) loss 1340.9214 (1314.4886) grad_norm 321.6293 (259.4929) embed_mse 1339.8413 (1313.3772) mask_bce 0.2063 (0.2552) mask_dice 0.8737 (0.8562) mem 21940MB +[2025-12-25 02:01:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][550/1573] eta 0:17:20 lr 0.000047 time 0.4163 (1.0175) loss 1317.5848 (1314.4888) grad_norm 210.2797 (258.7692) embed_mse 1316.4702 (1313.3776) mask_bce 0.2751 (0.2549) mask_dice 0.8396 (0.8563) mem 21940MB +[2025-12-25 02:01:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][560/1573] eta 0:17:16 lr 0.000047 time 0.4211 (1.0230) loss 1361.8375 (1314.3461) grad_norm 248.3442 (259.2790) embed_mse 1360.6954 (1313.2350) mask_bce 0.3092 (0.2548) mask_dice 0.8329 (0.8563) mem 21940MB +[2025-12-25 02:01:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][570/1573] eta 0:17:04 lr 0.000047 time 0.4131 (1.0213) loss 1324.1975 (1314.4200) grad_norm 156.3250 (257.8289) embed_mse 1323.0862 (1313.3086) mask_bce 0.2543 (0.2550) mask_dice 0.8570 (0.8563) mem 21940MB +[2025-12-25 02:01:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][580/1573] eta 0:17:13 lr 0.000047 time 0.4160 (1.0411) loss 1285.6716 (1314.1699) grad_norm 172.2507 (256.6403) embed_mse 1284.5479 (1313.0582) mask_bce 0.2723 (0.2555) mask_dice 0.8514 (0.8562) mem 21940MB +[2025-12-25 02:01:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][590/1573] eta 0:17:08 lr 0.000047 time 0.4251 (1.0467) loss 1300.0981 (1313.8069) grad_norm 184.9626 (255.6584) embed_mse 1298.9799 (1312.6953) mask_bce 0.2545 (0.2555) mask_dice 0.8638 (0.8561) mem 21940MB +[2025-12-25 02:02:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][600/1573] eta 0:17:01 lr 0.000047 time 0.4163 (1.0502) loss 1304.8907 (1313.3676) grad_norm 189.5389 (254.2050) embed_mse 1303.8032 (1312.2561) mask_bce 0.2320 (0.2554) mask_dice 0.8555 (0.8561) mem 21940MB +[2025-12-25 02:02:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][610/1573] eta 0:17:02 lr 0.000047 time 0.4142 (1.0617) loss 1309.2029 (1313.4962) grad_norm 278.1697 (254.5204) embed_mse 1308.1060 (1312.3849) mask_bce 0.2624 (0.2554) mask_dice 0.8346 (0.8560) mem 21940MB +[2025-12-25 02:02:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][620/1573] eta 0:17:14 lr 0.000047 time 18.6759 (1.0854) loss 1268.4244 (1313.6564) grad_norm 264.4465 (254.6493) embed_mse 1267.3265 (1312.5451) mask_bce 0.2620 (0.2552) mask_dice 0.8358 (0.8560) mem 21940MB +[2025-12-25 02:03:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][630/1573] eta 0:16:55 lr 0.000047 time 0.4176 (1.0771) loss 1290.5776 (1313.6652) grad_norm 154.0537 (253.3596) embed_mse 1289.4994 (1312.5538) mask_bce 0.2095 (0.2552) mask_dice 0.8688 (0.8562) mem 21940MB +[2025-12-25 02:03:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][640/1573] eta 0:16:49 lr 0.000047 time 0.4215 (1.0816) loss 1358.1436 (1313.8680) grad_norm 219.0197 (252.1444) embed_mse 1356.9988 (1312.7567) mask_bce 0.2765 (0.2550) mask_dice 0.8683 (0.8563) mem 21940MB +[2025-12-25 02:03:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][650/1573] eta 0:16:56 lr 0.000047 time 0.4143 (1.1010) loss 1297.5557 (1313.8795) grad_norm 168.5825 (251.1128) embed_mse 1296.4519 (1312.7683) mask_bce 0.2620 (0.2550) mask_dice 0.8417 (0.8562) mem 21940MB +[2025-12-25 02:04:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][660/1573] eta 0:17:09 lr 0.000047 time 0.4188 (1.1280) loss 1333.6174 (1314.2564) grad_norm 253.2907 (251.1393) embed_mse 1332.5006 (1313.1451) mask_bce 0.2585 (0.2550) mask_dice 0.8583 (0.8563) mem 21940MB +[2025-12-25 02:04:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][670/1573] eta 0:16:55 lr 0.000047 time 0.4322 (1.1245) loss 1330.9594 (1314.6736) grad_norm 323.1578 (252.0070) embed_mse 1329.8058 (1313.5623) mask_bce 0.3419 (0.2549) mask_dice 0.8117 (0.8563) mem 21940MB +[2025-12-25 02:04:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][680/1573] eta 0:16:43 lr 0.000047 time 0.4154 (1.1237) loss 1358.7731 (1314.7393) grad_norm 233.2674 (251.4235) embed_mse 1357.6652 (1313.6280) mask_bce 0.2495 (0.2549) mask_dice 0.8584 (0.8565) mem 21940MB +[2025-12-25 02:04:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][690/1573] eta 0:16:39 lr 0.000047 time 0.4519 (1.1314) loss 1261.2244 (1314.5735) grad_norm 187.6747 (250.6822) embed_mse 1260.1232 (1313.4621) mask_bce 0.2522 (0.2550) mask_dice 0.8490 (0.8563) mem 21940MB +[2025-12-25 02:05:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][700/1573] eta 0:16:49 lr 0.000047 time 9.3332 (1.1564) loss 1318.4458 (1314.4464) grad_norm 335.3823 (251.6558) embed_mse 1317.3096 (1313.3347) mask_bce 0.2991 (0.2553) mask_dice 0.8372 (0.8563) mem 21940MB +[2025-12-25 02:05:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][710/1573] eta 0:16:44 lr 0.000047 time 0.4202 (1.1638) loss 1340.2524 (1314.4328) grad_norm 285.5855 (252.0413) embed_mse 1339.1379 (1313.3212) mask_bce 0.2500 (0.2554) mask_dice 0.8645 (0.8563) mem 21940MB +[2025-12-25 02:05:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][720/1573] eta 0:16:45 lr 0.000047 time 0.4765 (1.1788) loss 1403.2438 (1314.7435) grad_norm 227.1888 (250.8033) embed_mse 1402.1337 (1313.6319) mask_bce 0.2684 (0.2554) mask_dice 0.8417 (0.8562) mem 21940MB +[2025-12-25 02:06:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][730/1573] eta 0:16:32 lr 0.000047 time 0.4254 (1.1779) loss 1351.1929 (1314.6879) grad_norm 294.9592 (251.2886) embed_mse 1350.0527 (1313.5758) mask_bce 0.2986 (0.2558) mask_dice 0.8415 (0.8562) mem 21940MB +[2025-12-25 02:06:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][740/1573] eta 0:16:27 lr 0.000047 time 9.5008 (1.1858) loss 1302.4056 (1314.5518) grad_norm 222.1502 (250.9718) embed_mse 1301.2823 (1313.4397) mask_bce 0.2765 (0.2558) mask_dice 0.8468 (0.8563) mem 21940MB +[2025-12-25 02:06:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][750/1573] eta 0:16:19 lr 0.000047 time 0.4206 (1.1905) loss 1329.2587 (1314.6177) grad_norm 191.6378 (250.3338) embed_mse 1328.1643 (1313.5057) mask_bce 0.2277 (0.2558) mask_dice 0.8666 (0.8563) mem 21940MB +[2025-12-25 02:06:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][760/1573] eta 0:16:04 lr 0.000047 time 0.4287 (1.1860) loss 1344.8325 (1314.7402) grad_norm 256.3259 (249.9486) embed_mse 1343.7058 (1313.6279) mask_bce 0.2917 (0.2561) mask_dice 0.8350 (0.8563) mem 21940MB +[2025-12-25 02:06:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][770/1573] eta 0:15:56 lr 0.000047 time 0.4241 (1.1912) loss 1266.6462 (1314.4244) grad_norm 162.9465 (249.0423) embed_mse 1265.5262 (1313.3120) mask_bce 0.2623 (0.2562) mask_dice 0.8577 (0.8562) mem 21940MB +[2025-12-25 02:07:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][780/1573] eta 0:15:51 lr 0.000047 time 0.4464 (1.1994) loss 1229.0839 (1314.3227) grad_norm 196.3781 (248.4994) embed_mse 1228.0013 (1313.2104) mask_bce 0.2251 (0.2560) mask_dice 0.8574 (0.8562) mem 21940MB +[2025-12-25 02:07:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][790/1573] eta 0:15:42 lr 0.000047 time 0.4303 (1.2039) loss 1315.5590 (1314.3047) grad_norm 168.6857 (247.6849) embed_mse 1314.4633 (1313.1925) mask_bce 0.2138 (0.2558) mask_dice 0.8818 (0.8563) mem 21940MB +[2025-12-25 02:07:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][800/1573] eta 0:15:36 lr 0.000047 time 3.1463 (1.2119) loss 1339.1311 (1314.2721) grad_norm 317.2875 (249.4119) embed_mse 1337.9985 (1313.1600) mask_bce 0.2667 (0.2558) mask_dice 0.8659 (0.8563) mem 21940MB +[2025-12-25 02:08:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][810/1573] eta 0:15:35 lr 0.000047 time 0.4222 (1.2259) loss 1239.1464 (1314.3188) grad_norm 280.4050 (249.7188) embed_mse 1238.0375 (1313.2068) mask_bce 0.2818 (0.2557) mask_dice 0.8271 (0.8563) mem 21940MB +[2025-12-25 02:08:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][820/1573] eta 0:15:24 lr 0.000047 time 0.4173 (1.2283) loss 1295.7664 (1314.4466) grad_norm 176.0164 (248.9962) embed_mse 1294.6824 (1313.3344) mask_bce 0.2066 (0.2558) mask_dice 0.8774 (0.8564) mem 21940MB +[2025-12-25 02:08:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][830/1573] eta 0:15:23 lr 0.000047 time 0.4252 (1.2426) loss 1326.4292 (1314.5960) grad_norm 175.1716 (248.2794) embed_mse 1325.3220 (1313.4838) mask_bce 0.2652 (0.2557) mask_dice 0.8419 (0.8564) mem 21940MB +[2025-12-25 02:08:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][840/1573] eta 0:15:05 lr 0.000047 time 0.4157 (1.2352) loss 1299.5282 (1314.5786) grad_norm 395.4420 (249.7610) embed_mse 1298.4424 (1313.4665) mask_bce 0.2272 (0.2557) mask_dice 0.8586 (0.8564) mem 21940MB +[2025-12-25 02:09:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][850/1573] eta 0:15:03 lr 0.000047 time 0.4144 (1.2500) loss 1387.5289 (1314.4392) grad_norm 389.6747 (251.0809) embed_mse 1386.4529 (1313.3273) mask_bce 0.1949 (0.2554) mask_dice 0.8813 (0.8565) mem 21940MB +[2025-12-25 02:09:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][860/1573] eta 0:14:59 lr 0.000047 time 0.4195 (1.2615) loss 1406.3022 (1314.5267) grad_norm 239.9938 (250.9773) embed_mse 1405.1893 (1313.4146) mask_bce 0.2700 (0.2555) mask_dice 0.8430 (0.8566) mem 21940MB +[2025-12-25 02:10:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][870/1573] eta 0:14:49 lr 0.000047 time 0.4264 (1.2651) loss 1305.4312 (1314.4673) grad_norm 227.1166 (250.7563) embed_mse 1304.3385 (1313.3551) mask_bce 0.2311 (0.2557) mask_dice 0.8616 (0.8566) mem 21940MB +[2025-12-25 02:10:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][880/1573] eta 0:14:38 lr 0.000047 time 0.4430 (1.2675) loss 1360.9198 (1314.7227) grad_norm 603.9731 (253.9967) embed_mse 1359.8198 (1313.6104) mask_bce 0.2410 (0.2558) mask_dice 0.8590 (0.8566) mem 21940MB +[2025-12-25 02:10:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][890/1573] eta 0:14:26 lr 0.000047 time 0.4245 (1.2688) loss 1296.8623 (1314.7139) grad_norm 446.2157 (255.7284) embed_mse 1295.7578 (1313.6017) mask_bce 0.2469 (0.2555) mask_dice 0.8577 (0.8566) mem 21940MB +[2025-12-25 02:10:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][900/1573] eta 0:14:17 lr 0.000047 time 0.4498 (1.2748) loss 1324.4854 (1315.0285) grad_norm 165.4453 (254.9223) embed_mse 1323.3876 (1313.9164) mask_bce 0.2415 (0.2556) mask_dice 0.8563 (0.8565) mem 21940MB +[2025-12-25 02:11:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][910/1573] eta 0:14:06 lr 0.000047 time 0.4226 (1.2771) loss 1285.6111 (1314.9954) grad_norm 204.6535 (254.4774) embed_mse 1284.4882 (1313.8832) mask_bce 0.2676 (0.2557) mask_dice 0.8553 (0.8565) mem 21940MB +[2025-12-25 02:11:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][920/1573] eta 0:13:59 lr 0.000047 time 0.4176 (1.2854) loss 1286.5383 (1315.1439) grad_norm 170.0398 (253.6523) embed_mse 1285.4335 (1314.0318) mask_bce 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02:12:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][960/1573] eta 0:13:18 lr 0.000047 time 4.1416 (1.3030) loss 1241.9606 (1315.0434) grad_norm 293.9316 (254.2189) embed_mse 1240.8618 (1313.9315) mask_bce 0.2471 (0.2554) mask_dice 0.8515 (0.8565) mem 21940MB +[2025-12-25 02:12:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][970/1573] eta 0:13:10 lr 0.000047 time 0.4162 (1.3104) loss 1332.6334 (1315.2953) grad_norm 296.8991 (254.5716) embed_mse 1331.5344 (1314.1835) mask_bce 0.2460 (0.2553) mask_dice 0.8530 (0.8565) mem 21940MB +[2025-12-25 02:13:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][980/1573] eta 0:12:57 lr 0.000047 time 0.4208 (1.3119) loss 1287.9932 (1315.2998) grad_norm 207.1740 (254.1831) embed_mse 1286.8862 (1314.1878) mask_bce 0.2484 (0.2555) mask_dice 0.8585 (0.8564) mem 21940MB +[2025-12-25 02:13:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][990/1573] eta 0:12:52 lr 0.000047 time 0.4153 (1.3249) loss 1272.7032 (1315.3099) grad_norm 199.1712 (253.7359) embed_mse 1271.6213 (1314.1980) mask_bce 0.2227 (0.2555) mask_dice 0.8591 (0.8564) mem 21940MB +[2025-12-25 02:13:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1000/1573] eta 0:12:43 lr 0.000047 time 0.4146 (1.3332) loss 1329.6117 (1315.2717) grad_norm 174.8206 (252.6351) embed_mse 1328.5129 (1314.1598) mask_bce 0.2378 (0.2555) mask_dice 0.8609 (0.8564) mem 21940MB +[2025-12-25 02:14:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1010/1573] eta 0:12:27 lr 0.000047 time 0.4136 (1.3273) loss 1349.8955 (1315.2925) grad_norm 327.1631 (253.2266) embed_mse 1348.8015 (1314.1808) mask_bce 0.2308 (0.2553) mask_dice 0.8631 (0.8564) mem 21940MB +[2025-12-25 02:14:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1020/1573] eta 0:12:18 lr 0.000047 time 0.4144 (1.3359) loss 1363.4038 (1315.4845) grad_norm 231.9219 (253.0588) embed_mse 1362.3160 (1314.3729) mask_bce 0.2443 (0.2552) mask_dice 0.8435 (0.8564) mem 21940MB +[2025-12-25 02:14:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1030/1573] eta 0:12:09 lr 0.000047 time 6.0556 (1.3429) loss 1328.6770 (1315.6439) grad_norm 198.7639 (252.6347) embed_mse 1327.4460 (1314.5322) mask_bce 0.3498 (0.2553) mask_dice 0.8812 (0.8563) mem 21940MB +[2025-12-25 02:15:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1040/1573] eta 0:11:59 lr 0.000047 time 0.4143 (1.3503) loss 1346.6653 (1315.4638) grad_norm 233.9481 (252.0791) embed_mse 1345.5352 (1314.3523) mask_bce 0.2558 (0.2552) mask_dice 0.8744 (0.8563) mem 21940MB +[2025-12-25 02:15:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1050/1573] eta 0:11:46 lr 0.000047 time 1.7379 (1.3503) loss 1285.9252 (1315.3296) grad_norm 273.9504 (252.2460) embed_mse 1284.8242 (1314.2182) mask_bce 0.2505 (0.2551) mask_dice 0.8505 (0.8564) mem 21940MB +[2025-12-25 02:15:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1060/1573] eta 0:11:34 lr 0.000047 time 0.4165 (1.3531) loss 1357.6249 (1315.2378) grad_norm 233.6581 (252.1052) embed_mse 1356.5087 (1314.1265) mask_bce 0.2869 (0.2550) mask_dice 0.8293 (0.8564) mem 21940MB +[2025-12-25 02:15:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1070/1573] eta 0:11:19 lr 0.000047 time 0.4153 (1.3503) loss 1315.3748 (1315.5360) grad_norm 459.1676 (253.6620) embed_mse 1314.2809 (1314.4247) mask_bce 0.2129 (0.2549) mask_dice 0.8810 (0.8564) mem 21940MB +[2025-12-25 02:16:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1080/1573] eta 0:11:08 lr 0.000047 time 0.9819 (1.3564) loss 1279.9644 (1315.4807) grad_norm 644.0350 (257.5066) embed_mse 1278.8617 (1314.3695) mask_bce 0.2413 (0.2548) mask_dice 0.8613 (0.8564) mem 21940MB +[2025-12-25 02:16:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1090/1573] eta 0:11:00 lr 0.000047 time 7.9132 (1.3685) loss 1361.2242 (1315.3170) grad_norm 335.1313 (258.0774) embed_mse 1360.1205 (1314.2059) mask_bce 0.2691 (0.2548) mask_dice 0.8346 (0.8564) mem 21940MB +[2025-12-25 02:16:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1100/1573] eta 0:10:48 lr 0.000047 time 0.4472 (1.3712) loss 1347.5453 (1315.3970) grad_norm 237.6707 (257.9284) embed_mse 1346.4526 (1314.2859) mask_bce 0.2378 (0.2548) mask_dice 0.8548 (0.8563) mem 21940MB +[2025-12-25 02:17:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1110/1573] eta 0:10:37 lr 0.000047 time 0.4655 (1.3762) loss 1275.4446 (1315.2191) grad_norm 217.7058 (257.6370) embed_mse 1274.3351 (1314.1080) mask_bce 0.2549 (0.2548) mask_dice 0.8546 (0.8563) mem 21940MB +[2025-12-25 02:17:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1120/1573] eta 0:10:27 lr 0.000047 time 0.4418 (1.3851) loss 1334.8187 (1315.2621) grad_norm 503.5326 (258.7693) embed_mse 1333.6803 (1314.1510) mask_bce 0.2922 (0.2549) mask_dice 0.8461 (0.8562) mem 21940MB +[2025-12-25 02:17:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1130/1573] eta 0:10:16 lr 0.000047 time 0.4156 (1.3927) loss 1288.6577 (1315.3546) grad_norm 427.4360 (259.9655) embed_mse 1287.5814 (1314.2436) mask_bce 0.2227 (0.2547) mask_dice 0.8536 (0.8563) mem 21940MB +[2025-12-25 02:18:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1140/1573] eta 0:10:04 lr 0.000047 time 0.4469 (1.3953) loss 1266.3173 (1315.1924) grad_norm 415.4603 (261.0606) embed_mse 1265.2137 (1314.0816) mask_bce 0.2472 (0.2546) mask_dice 0.8563 (0.8562) mem 21940MB +[2025-12-25 02:18:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1150/1573] eta 0:09:55 lr 0.000047 time 4.4543 (1.4087) loss 1292.3597 (1315.1955) grad_norm 413.4298 (262.1261) embed_mse 1291.2416 (1314.0847) mask_bce 0.2722 (0.2546) mask_dice 0.8460 (0.8562) mem 21940MB +[2025-12-25 02:18:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1160/1573] eta 0:09:41 lr 0.000047 time 0.4458 (1.4077) loss 1279.4193 (1315.1311) grad_norm 341.5333 (263.4286) embed_mse 1278.3268 (1314.0203) mask_bce 0.2487 (0.2547) mask_dice 0.8438 (0.8562) mem 21940MB +[2025-12-25 02:19:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1170/1573] eta 0:09:29 lr 0.000047 time 0.4244 (1.4132) loss 1322.4116 (1315.0635) grad_norm 257.4333 (263.3875) embed_mse 1321.2874 (1313.9526) mask_bce 0.2676 (0.2547) mask_dice 0.8567 (0.8562) mem 21940MB +[2025-12-25 02:19:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1180/1573] eta 0:09:15 lr 0.000047 time 0.4159 (1.4132) loss 1297.1528 (1315.0125) grad_norm 486.7384 (264.9069) embed_mse 1296.0593 (1313.9017) mask_bce 0.2494 (0.2547) mask_dice 0.8441 (0.8561) mem 21940MB +[2025-12-25 02:19:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1190/1573] eta 0:09:00 lr 0.000047 time 0.4145 (1.4106) loss 1367.6754 (1314.8793) grad_norm 256.5669 (264.8506) embed_mse 1366.5741 (1313.7684) mask_bce 0.2461 (0.2548) mask_dice 0.8553 (0.8561) mem 21940MB +[2025-12-25 02:20:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1200/1573] eta 0:08:49 lr 0.000047 time 0.4488 (1.4209) loss 1378.0094 (1314.8952) grad_norm 314.6039 (264.7196) embed_mse 1376.8973 (1313.7842) mask_bce 0.2687 (0.2549) mask_dice 0.8433 (0.8561) mem 21940MB +[2025-12-25 02:20:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1210/1573] eta 0:08:34 lr 0.000047 time 0.4341 (1.4178) loss 1254.5776 (1315.0503) grad_norm 251.6763 (264.6332) embed_mse 1253.4791 (1313.9394) mask_bce 0.2389 (0.2549) mask_dice 0.8596 (0.8561) mem 21940MB +[2025-12-25 02:20:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1220/1573] eta 0:08:20 lr 0.000047 time 0.4222 (1.4178) loss 1274.8331 (1314.8559) grad_norm 225.0426 (264.3727) embed_mse 1273.7513 (1313.7450) mask_bce 0.2118 (0.2548) mask_dice 0.8700 (0.8561) mem 21940MB +[2025-12-25 02:20:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1230/1573] eta 0:08:06 lr 0.000047 time 0.4307 (1.4182) loss 1310.1637 (1314.8942) grad_norm 372.7303 (265.0810) embed_mse 1309.0626 (1313.7832) mask_bce 0.2566 (0.2549) mask_dice 0.8445 (0.8561) mem 21940MB +[2025-12-25 02:21:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1240/1573] eta 0:07:57 lr 0.000047 time 14.8940 (1.4337) loss 1293.8640 (1314.8462) grad_norm 234.6914 (265.0908) embed_mse 1292.7645 (1313.7353) mask_bce 0.2545 (0.2548) mask_dice 0.8449 (0.8561) mem 21940MB +[2025-12-25 02:21:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1250/1573] eta 0:07:42 lr 0.000047 time 0.4165 (1.4327) loss 1299.1803 (1314.7884) grad_norm 267.3811 (265.1055) embed_mse 1298.0201 (1313.6775) mask_bce 0.3080 (0.2549) mask_dice 0.8522 (0.8560) mem 21940MB +[2025-12-25 02:21:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1260/1573] eta 0:07:30 lr 0.000047 time 0.4196 (1.4378) loss 1253.7827 (1314.7003) grad_norm 262.0447 (265.0860) embed_mse 1252.6487 (1313.5894) mask_bce 0.3137 (0.2548) mask_dice 0.8203 (0.8561) mem 21940MB +[2025-12-25 02:22:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1270/1573] eta 0:07:16 lr 0.000047 time 0.4203 (1.4394) loss 1384.3860 (1314.8913) grad_norm 212.6160 (264.7539) embed_mse 1383.2803 (1313.7805) mask_bce 0.2318 (0.2548) mask_dice 0.8739 (0.8560) mem 21940MB +[2025-12-25 02:22:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1280/1573] eta 0:07:03 lr 0.000047 time 10.2907 (1.4450) loss 1310.3226 (1314.6830) grad_norm 218.7387 (265.3772) embed_mse 1309.2495 (1313.5722) mask_bce 0.2000 (0.2548) mask_dice 0.8732 (0.8560) mem 21940MB +[2025-12-25 02:22:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1290/1573] eta 0:06:49 lr 0.000047 time 0.4215 (1.4464) loss 1354.6936 (1314.6483) grad_norm 179.4366 (264.8434) embed_mse 1353.6080 (1313.5376) mask_bce 0.2053 (0.2547) mask_dice 0.8803 (0.8561) mem 21940MB +[2025-12-25 02:22:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1300/1573] eta 0:06:32 lr 0.000047 time 0.4143 (1.4390) loss 1294.5902 (1314.4990) grad_norm 263.0233 (264.8322) embed_mse 1293.4941 (1313.3883) mask_bce 0.2520 (0.2547) mask_dice 0.8442 (0.8560) mem 21940MB +[2025-12-25 02:23:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1310/1573] eta 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grad_norm 220.2520 (264.5909) embed_mse 1304.6743 (1313.3181) mask_bce 0.2779 (0.2544) mask_dice 0.8402 (0.8561) mem 21940MB +[2025-12-25 02:24:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1350/1573] eta 0:05:22 lr 0.000047 time 0.4269 (1.4458) loss 1253.2734 (1314.3834) grad_norm 294.5090 (264.7690) embed_mse 1252.1891 (1313.2728) mask_bce 0.2116 (0.2544) mask_dice 0.8728 (0.8561) mem 21940MB +[2025-12-25 02:24:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1360/1573] eta 0:05:07 lr 0.000047 time 0.4167 (1.4436) loss 1337.5187 (1314.2060) grad_norm 214.2448 (264.1000) embed_mse 1336.3730 (1313.0952) mask_bce 0.3235 (0.2547) mask_dice 0.8221 (0.8561) mem 21940MB +[2025-12-25 02:24:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1370/1573] eta 0:04:53 lr 0.000047 time 0.4158 (1.4479) loss 1279.6418 (1314.2090) grad_norm 311.4395 (264.3769) embed_mse 1278.4958 (1313.0982) mask_bce 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INFO Train: [4/30][1440/1573] eta 0:03:13 lr 0.000047 time 1.4274 (1.4530) loss 1318.5132 (1314.6258) grad_norm 211.5621 (264.7610) embed_mse 1317.3914 (1313.5151) mask_bce 0.2840 (0.2547) mask_dice 0.8378 (0.8560) mem 21940MB +[2025-12-25 02:26:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1450/1573] eta 0:02:58 lr 0.000047 time 0.4485 (1.4511) loss 1292.7378 (1314.6523) grad_norm 244.0897 (264.6467) embed_mse 1291.6614 (1313.5417) mask_bce 0.2233 (0.2546) mask_dice 0.8530 (0.8560) mem 21940MB +[2025-12-25 02:27:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1460/1573] eta 0:02:44 lr 0.000047 time 0.4317 (1.4529) loss 1366.9904 (1314.7044) grad_norm 270.8732 (264.6810) embed_mse 1365.8597 (1313.5938) mask_bce 0.2999 (0.2546) mask_dice 0.8307 (0.8560) mem 21940MB +[2025-12-25 02:27:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1470/1573] eta 0:02:29 lr 0.000047 time 0.4177 (1.4557) loss 1369.9491 (1314.8104) grad_norm 329.0663 (265.0328) embed_mse 1368.8488 (1313.6999) mask_bce 0.2321 (0.2546) mask_dice 0.8681 (0.8559) mem 21940MB +[2025-12-25 02:27:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1480/1573] eta 0:02:15 lr 0.000047 time 0.4120 (1.4531) loss 1248.4255 (1314.6273) grad_norm 189.9909 (264.1597) embed_mse 1247.3444 (1313.5167) mask_bce 0.2438 (0.2547) mask_dice 0.8374 (0.8559) mem 21940MB +[2025-12-25 02:27:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1490/1573] eta 0:02:00 lr 0.000047 time 8.8989 (1.4541) loss 1343.7430 (1314.6643) grad_norm 205.6973 (263.8453) embed_mse 1342.5286 (1313.5536) mask_bce 0.3447 (0.2547) mask_dice 0.8697 (0.8559) mem 21940MB +[2025-12-25 02:28:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1500/1573] eta 0:01:46 lr 0.000047 time 0.4218 (1.4560) loss 1369.1385 (1314.5567) grad_norm 161.4064 (263.2975) 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geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1570/1573] eta 0:00:04 lr 0.000047 time 0.4189 (1.4492) loss 1288.8191 (1314.7366) grad_norm 156.7313 (261.4697) embed_mse 1287.6897 (1313.6259) mask_bce 0.2735 (0.2549) mask_dice 0.8559 (0.8558) mem 21940MB +[2025-12-25 02:29:41 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 4 training takes 0:38:00 +[2025-12-25 02:29:41 geometry_finetune_default] (utils.py 296): INFO output_geometry_finetune/es_rv_m/ckpt_epoch_4.pth saving...... +[2025-12-25 02:30:27 geometry_finetune_default] (utils.py 298): INFO output_geometry_finetune/es_rv_m/ckpt_epoch_4.pth saved !!! +[2025-12-25 02:30:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][0/1573] eta 2:11:11 lr 0.000047 time 5.0041 (5.0041) loss 1313.1454 (1313.1454) grad_norm 0.0000 (0.0000) embed_mse 1312.0527 (1312.0527) mask_bce 0.2307 (0.2307) mask_dice 0.8620 (0.8620) mem 21940MB +[2025-12-25 02:30:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][10/1573] eta 0:32:07 lr 0.000047 time 1.7186 (1.2331) loss 1380.1676 (1330.3612) grad_norm 280.3404 (280.3404) embed_mse 1379.0741 (1329.2672) mask_bce 0.2380 (0.2397) mask_dice 0.8556 (0.8543) mem 21940MB +[2025-12-25 02:30:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][20/1573] eta 0:23:16 lr 0.000047 time 0.4305 (0.8992) loss 1228.8140 (1323.8674) grad_norm 208.7332 (244.5368) embed_mse 1227.7291 (1322.7651) mask_bce 0.2354 (0.2509) mask_dice 0.8493 (0.8513) mem 21940MB +[2025-12-25 02:31:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][30/1573] eta 0:27:18 lr 0.000047 time 0.4270 (1.0621) loss 1341.4519 (1320.5207) grad_norm 265.0657 (251.3798) embed_mse 1340.3436 (1319.4177) mask_bce 0.2660 (0.2516) mask_dice 0.8423 (0.8515) mem 21940MB +[2025-12-25 02:31:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: 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mask_bce 0.2297 (0.2589) mask_dice 0.8712 (0.8528) mem 21940MB +[2025-12-25 02:31:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][110/1573] eta 0:17:46 lr 0.000047 time 0.4388 (0.7292) loss 1283.6797 (1312.2372) grad_norm 240.7302 (227.6192) embed_mse 1282.6182 (1311.1259) mask_bce 0.1838 (0.2592) mask_dice 0.8777 (0.8521) mem 21940MB +[2025-12-25 02:32:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][120/1573] eta 0:18:44 lr 0.000047 time 6.7857 (0.7741) loss 1340.0044 (1313.2659) grad_norm 256.2569 (228.0063) embed_mse 1338.8967 (1312.1548) mask_bce 0.2336 (0.2588) mask_dice 0.8740 (0.8523) mem 21940MB +[2025-12-25 02:32:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][130/1573] eta 0:17:58 lr 0.000047 time 0.4169 (0.7473) loss 1292.0708 (1314.1407) grad_norm 315.6044 (233.4812) embed_mse 1290.9194 (1313.0301) mask_bce 0.2902 (0.2579) mask_dice 0.8612 (0.8527) mem 21940MB +[2025-12-25 02:32:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][140/1573] eta 0:17:28 lr 0.000047 time 0.4294 (0.7318) loss 1355.9216 (1314.7696) grad_norm 175.3557 (230.0621) embed_mse 1354.8557 (1313.6596) mask_bce 0.1898 (0.2566) mask_dice 0.8761 (0.8533) mem 21940MB +[2025-12-25 02:32:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][150/1573] eta 0:17:01 lr 0.000047 time 0.4235 (0.7179) loss 1321.3171 (1314.7706) grad_norm 200.0942 (228.3972) embed_mse 1320.2109 (1313.6605) mask_bce 0.2553 (0.2566) mask_dice 0.8510 (0.8535) mem 21940MB +[2025-12-25 02:32:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][160/1573] eta 0:16:48 lr 0.000047 time 0.4202 (0.7137) loss 1344.9211 (1315.4069) grad_norm 317.1484 (231.2222) embed_mse 1343.8210 (1314.2968) mask_bce 0.2384 (0.2567) mask_dice 0.8618 (0.8535) mem 21940MB +[2025-12-25 02:32:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][170/1573] eta 0:16:18 lr 0.000047 time 0.4210 (0.6972) loss 1272.5977 (1315.4001) grad_norm 184.9987 (229.0210) embed_mse 1271.5018 (1314.2901) mask_bce 0.2363 (0.2566) mask_dice 0.8595 (0.8533) mem 21940MB +[2025-12-25 02:32:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][180/1573] eta 0:15:50 lr 0.000047 time 0.4291 (0.6824) loss 1264.8799 (1314.7652) grad_norm 166.7667 (226.1913) embed_mse 1263.7450 (1313.6555) mask_bce 0.3006 (0.2566) mask_dice 0.8342 (0.8531) mem 21940MB +[2025-12-25 02:32:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][190/1573] eta 0:15:35 lr 0.000047 time 0.4144 (0.6766) loss 1294.3962 (1314.3095) grad_norm 417.8578 (234.5246) embed_mse 1293.2715 (1313.2002) mask_bce 0.2732 (0.2565) mask_dice 0.8515 (0.8529) mem 21940MB +[2025-12-25 02:32:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][200/1573] eta 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grad_norm 301.5795 (231.5972) embed_mse 1354.4723 (1314.2049) mask_bce 0.2555 (0.2564) mask_dice 0.8611 (0.8538) mem 21940MB +[2025-12-25 02:33:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][240/1573] eta 0:15:17 lr 0.000046 time 0.4447 (0.6882) loss 1381.1458 (1316.4311) grad_norm 408.3509 (244.8025) embed_mse 1380.0538 (1315.3211) mask_bce 0.2397 (0.2561) mask_dice 0.8522 (0.8539) mem 21940MB +[2025-12-25 02:33:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][250/1573] eta 0:15:21 lr 0.000046 time 0.4179 (0.6966) loss 1367.4609 (1316.0475) grad_norm 308.4584 (246.8559) embed_mse 1366.3607 (1314.9369) mask_bce 0.2667 (0.2566) mask_dice 0.8335 (0.8539) mem 21940MB +[2025-12-25 02:33:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][260/1573] eta 0:15:08 lr 0.000046 time 0.4693 (0.6920) loss 1313.7432 (1315.2553) grad_norm 355.6761 (250.2566) embed_mse 1312.6505 (1314.1448) mask_bce 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02:33:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][300/1573] eta 0:14:36 lr 0.000046 time 0.4368 (0.6888) loss 1361.4131 (1315.4842) grad_norm 312.8307 (263.3500) embed_mse 1360.2832 (1314.3743) mask_bce 0.2641 (0.2560) mask_dice 0.8658 (0.8539) mem 21940MB +[2025-12-25 02:34:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][310/1573] eta 0:14:38 lr 0.000046 time 0.4213 (0.6960) loss 1306.9341 (1315.4006) grad_norm 203.7103 (261.7805) embed_mse 1305.8436 (1314.2910) mask_bce 0.2368 (0.2558) mask_dice 0.8537 (0.8538) mem 21940MB +[2025-12-25 02:34:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][320/1573] eta 0:14:25 lr 0.000046 time 0.4212 (0.6904) loss 1342.2361 (1315.7884) grad_norm 424.1057 (266.3237) embed_mse 1341.1476 (1314.6790) mask_bce 0.2219 (0.2556) mask_dice 0.8665 (0.8538) mem 21940MB +[2025-12-25 02:34:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][330/1573] eta 0:14:22 lr 0.000046 time 0.4220 (0.6939) loss 1339.7518 (1315.7230) grad_norm 452.8940 (270.8742) embed_mse 1338.6840 (1314.6138) mask_bce 0.1881 (0.2553) mask_dice 0.8798 (0.8538) mem 21940MB +[2025-12-25 02:34:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][340/1573] eta 0:14:20 lr 0.000046 time 1.6349 (0.6982) loss 1319.7954 (1315.7220) grad_norm 478.9545 (275.8285) embed_mse 1318.6891 (1314.6126) mask_bce 0.2502 (0.2551) mask_dice 0.8561 (0.8542) mem 21940MB +[2025-12-25 02:34:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][350/1573] eta 0:14:23 lr 0.000046 time 0.4212 (0.7061) loss 1320.8994 (1315.4010) grad_norm 297.7681 (276.3387) embed_mse 1319.8000 (1314.2917) mask_bce 0.2202 (0.2550) mask_dice 0.8791 (0.8543) mem 21940MB +[2025-12-25 02:34:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][360/1573] eta 0:14:14 lr 0.000046 time 0.4216 (0.7048) loss 1262.0939 (1314.9131) grad_norm 289.8620 (277.1833) embed_mse 1260.9838 (1313.8037) mask_bce 0.2780 (0.2551) mask_dice 0.8322 (0.8543) mem 21940MB +[2025-12-25 02:34:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][370/1573] eta 0:14:12 lr 0.000046 time 0.4255 (0.7084) loss 1292.7816 (1315.2803) grad_norm 384.3335 (279.5127) embed_mse 1291.6924 (1314.1708) mask_bce 0.2242 (0.2551) mask_dice 0.8649 (0.8544) mem 21940MB +[2025-12-25 02:34:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][380/1573] eta 0:14:10 lr 0.000046 time 0.4162 (0.7130) loss 1392.3040 (1315.2302) grad_norm 234.8743 (278.5629) embed_mse 1391.1925 (1314.1208) mask_bce 0.2754 (0.2549) mask_dice 0.8360 (0.8544) mem 21940MB +[2025-12-25 02:35:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][390/1573] eta 0:14:03 lr 0.000046 time 0.4181 (0.7129) loss 1229.1942 (1314.7585) grad_norm 197.0083 (276.8639) embed_mse 1228.1156 (1313.6492) mask_bce 0.2147 (0.2548) mask_dice 0.8639 (0.8545) mem 21940MB +[2025-12-25 02:35:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][400/1573] eta 0:14:03 lr 0.000046 time 0.4166 (0.7193) loss 1275.4164 (1314.5961) grad_norm 278.6684 (277.4669) embed_mse 1274.3174 (1313.4870) mask_bce 0.2376 (0.2545) mask_dice 0.8614 (0.8546) mem 21940MB +[2025-12-25 02:35:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][410/1573] eta 0:14:03 lr 0.000046 time 0.4414 (0.7253) loss 1352.9030 (1314.6015) grad_norm 296.9982 (277.8498) embed_mse 1351.8103 (1313.4925) mask_bce 0.2341 (0.2544) mask_dice 0.8585 (0.8546) mem 21940MB +[2025-12-25 02:35:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][420/1573] eta 0:13:53 lr 0.000046 time 0.4207 (0.7226) loss 1317.3402 (1314.5131) grad_norm 238.0259 (277.0840) embed_mse 1316.2026 (1313.4040) mask_bce 0.2988 (0.2542) mask_dice 0.8389 (0.8548) mem 21940MB +[2025-12-25 02:35:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][430/1573] eta 0:13:55 lr 0.000046 time 0.4186 (0.7310) loss 1335.5696 (1314.4026) grad_norm 444.7010 (280.2466) embed_mse 1334.4580 (1313.2935) mask_bce 0.2645 (0.2543) mask_dice 0.8470 (0.8548) mem 21940MB +[2025-12-25 02:35:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][440/1573] eta 0:13:47 lr 0.000046 time 0.4234 (0.7304) loss 1332.0142 (1314.5596) grad_norm 211.5565 (277.1838) embed_mse 1330.9113 (1313.4507) mask_bce 0.2452 (0.2541) mask_dice 0.8578 (0.8548) mem 21940MB +[2025-12-25 02:35:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][450/1573] eta 0:13:44 lr 0.000046 time 0.4152 (0.7345) loss 1285.5135 (1314.4545) grad_norm 304.7434 (277.6760) embed_mse 1284.4232 (1313.3455) mask_bce 0.2371 (0.2541) mask_dice 0.8532 (0.8549) mem 21940MB +[2025-12-25 02:36:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][460/1573] eta 0:13:32 lr 0.000046 time 0.4887 (0.7300) loss 1234.1798 (1314.4671) grad_norm 249.0794 (277.1743) embed_mse 1233.0729 (1313.3581) mask_bce 0.2356 (0.2541) mask_dice 0.8713 (0.8549) mem 21940MB +[2025-12-25 02:36:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][470/1573] eta 0:13:41 lr 0.000046 time 0.4159 (0.7445) loss 1266.7271 (1314.3751) grad_norm 191.6870 (275.7003) embed_mse 1265.6240 (1313.2660) mask_bce 0.2456 (0.2541) mask_dice 0.8575 (0.8549) mem 21940MB +[2025-12-25 02:36:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][480/1573] eta 0:13:30 lr 0.000046 time 0.4131 (0.7415) loss 1349.5391 (1314.7456) grad_norm 236.5542 (277.2406) embed_mse 1348.4240 (1313.6366) mask_bce 0.2753 (0.2541) mask_dice 0.8399 (0.8549) mem 21940MB +[2025-12-25 02:36:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][490/1573] eta 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grad_norm 559.9921 (280.6416) embed_mse 1362.9017 (1313.8193) mask_bce 0.3247 (0.2542) mask_dice 0.8371 (0.8548) mem 21940MB +[2025-12-25 02:37:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][530/1573] eta 0:13:00 lr 0.000046 time 0.4480 (0.7482) loss 1342.1478 (1315.1404) grad_norm 447.3816 (283.1680) embed_mse 1341.0566 (1314.0314) mask_bce 0.2164 (0.2542) mask_dice 0.8748 (0.8548) mem 21940MB +[2025-12-25 02:37:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][540/1573] eta 0:12:57 lr 0.000046 time 0.4177 (0.7528) loss 1213.8247 (1314.9561) grad_norm 800.0826 (290.8831) embed_mse 1212.7291 (1313.8472) mask_bce 0.2467 (0.2542) mask_dice 0.8488 (0.8547) mem 21940MB +[2025-12-25 02:37:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][550/1573] eta 0:12:53 lr 0.000046 time 0.4190 (0.7561) loss 1292.4259 (1314.9082) grad_norm 440.7807 (293.0875) embed_mse 1291.3319 (1313.7994) mask_bce 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02:37:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][590/1573] eta 0:12:28 lr 0.000046 time 0.4184 (0.7610) loss 1260.2876 (1315.1803) grad_norm 510.8292 (294.7503) embed_mse 1259.1865 (1314.0716) mask_bce 0.2609 (0.2541) mask_dice 0.8402 (0.8545) mem 21940MB +[2025-12-25 02:38:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][600/1573] eta 0:12:28 lr 0.000046 time 0.4207 (0.7694) loss 1230.6696 (1315.2436) grad_norm 564.9331 (303.0013) embed_mse 1229.5728 (1314.1346) mask_bce 0.2561 (0.2544) mask_dice 0.8407 (0.8546) mem 21940MB +[2025-12-25 02:38:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][610/1573] eta 0:12:25 lr 0.000046 time 5.2771 (0.7737) loss 1295.3448 (1315.2094) grad_norm 611.7677 (307.0640) embed_mse 1294.2576 (1314.1006) mask_bce 0.2232 (0.2543) mask_dice 0.8641 (0.8546) mem 21940MB +[2025-12-25 02:38:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][620/1573] eta 0:12:18 lr 0.000046 time 0.4374 (0.7749) loss 1341.6086 (1315.0738) grad_norm 278.0940 (306.6877) embed_mse 1340.4723 (1313.9649) mask_bce 0.2598 (0.2542) mask_dice 0.8766 (0.8547) mem 21940MB +[2025-12-25 02:38:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][630/1573] eta 0:12:15 lr 0.000046 time 5.6932 (0.7804) loss 1295.0770 (1315.0216) grad_norm 171.0431 (304.9487) embed_mse 1294.0007 (1313.9128) mask_bce 0.2167 (0.2542) mask_dice 0.8596 (0.8546) mem 21940MB +[2025-12-25 02:38:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][640/1573] eta 0:12:15 lr 0.000046 time 0.4172 (0.7884) loss 1372.5742 (1315.2400) grad_norm 374.3118 (306.1127) embed_mse 1371.4691 (1314.1311) mask_bce 0.2512 (0.2544) mask_dice 0.8538 (0.8545) mem 21940MB +[2025-12-25 02:38:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][650/1573] eta 0:12:02 lr 0.000046 time 0.4169 (0.7832) loss 1330.4202 (1315.3455) grad_norm 210.9527 (304.9379) embed_mse 1329.3149 (1314.2367) mask_bce 0.2602 (0.2544) mask_dice 0.8451 (0.8544) mem 21940MB +[2025-12-25 02:39:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][660/1573] eta 0:12:03 lr 0.000046 time 0.4176 (0.7926) loss 1318.6261 (1315.3857) grad_norm 411.1942 (306.2337) embed_mse 1317.5269 (1314.2770) mask_bce 0.2450 (0.2544) mask_dice 0.8543 (0.8543) mem 21940MB +[2025-12-25 02:39:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][670/1573] eta 0:11:54 lr 0.000046 time 0.4283 (0.7917) loss 1374.1924 (1315.7970) grad_norm 220.1680 (305.1967) embed_mse 1373.0619 (1314.6883) mask_bce 0.2626 (0.2544) mask_dice 0.8680 (0.8543) mem 21940MB +[2025-12-25 02:39:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][680/1573] eta 0:11:49 lr 0.000046 time 1.3220 (0.7945) loss 1287.9377 (1315.8621) grad_norm 240.9591 (303.0671) embed_mse 1286.8236 (1314.7533) mask_bce 0.2671 (0.2544) mask_dice 0.8470 (0.8544) mem 21940MB +[2025-12-25 02:39:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][690/1573] eta 0:11:43 lr 0.000046 time 0.4173 (0.7968) loss 1305.8765 (1315.7711) grad_norm 203.6402 (301.9109) embed_mse 1304.7666 (1314.6621) mask_bce 0.2681 (0.2546) mask_dice 0.8418 (0.8544) mem 21940MB +[2025-12-25 02:39:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][700/1573] eta 0:11:35 lr 0.000046 time 0.4194 (0.7966) loss 1374.6370 (1315.6343) grad_norm 187.2413 (300.5929) embed_mse 1373.5156 (1314.5255) mask_bce 0.2606 (0.2544) mask_dice 0.8607 (0.8544) mem 21940MB +[2025-12-25 02:39:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][710/1573] eta 0:11:32 lr 0.000046 time 0.7725 (0.8023) loss 1275.7437 (1315.3694) grad_norm 277.8083 (300.3340) embed_mse 1274.6748 (1314.2607) mask_bce 0.1938 (0.2544) mask_dice 0.8752 (0.8544) mem 21940MB +[2025-12-25 02:40:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][720/1573] eta 0:11:34 lr 0.000046 time 0.4157 (0.8139) loss 1319.7050 (1315.6769) grad_norm 348.3313 (302.3826) embed_mse 1318.5928 (1314.5680) mask_bce 0.2732 (0.2545) mask_dice 0.8390 (0.8543) mem 21940MB +[2025-12-25 02:40:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][730/1573] eta 0:11:27 lr 0.000046 time 0.4422 (0.8151) loss 1287.9814 (1315.3829) grad_norm 342.2968 (302.8212) embed_mse 1286.8785 (1314.2743) mask_bce 0.2537 (0.2543) mask_dice 0.8491 (0.8544) mem 21940MB +[2025-12-25 02:40:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][740/1573] eta 0:11:16 lr 0.000046 time 0.4286 (0.8116) loss 1236.4867 (1315.4189) grad_norm 224.7568 (301.9727) embed_mse 1235.4003 (1314.3102) mask_bce 0.2367 (0.2544) mask_dice 0.8497 (0.8543) mem 21940MB +[2025-12-25 02:40:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][750/1573] eta 0:11:11 lr 0.000046 time 0.4165 (0.8156) loss 1277.9913 (1315.1355) grad_norm 213.1683 (301.0178) embed_mse 1276.9073 (1314.0269) mask_bce 0.2310 (0.2543) mask_dice 0.8530 (0.8543) mem 21940MB +[2025-12-25 02:40:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][760/1573] eta 0:11:09 lr 0.000046 time 6.2688 (0.8234) loss 1339.7455 (1314.9203) grad_norm 445.2886 (303.6423) embed_mse 1338.6260 (1313.8117) mask_bce 0.2821 (0.2542) mask_dice 0.8375 (0.8544) mem 21940MB +[2025-12-25 02:41:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][770/1573] eta 0:10:59 lr 0.000046 time 0.4393 (0.8215) loss 1306.0768 (1314.6208) grad_norm 328.1980 (303.8981) embed_mse 1304.9744 (1313.5124) mask_bce 0.2441 (0.2541) mask_dice 0.8584 (0.8543) mem 21940MB +[2025-12-25 02:41:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][780/1573] eta 0:10:55 lr 0.000046 time 0.4202 (0.8260) loss 1335.8051 (1314.6410) grad_norm 251.8797 (303.3618) embed_mse 1334.5964 (1313.5323) mask_bce 0.3188 (0.2542) mask_dice 0.8899 (0.8545) mem 21940MB +[2025-12-25 02:41:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][790/1573] eta 0:10:50 lr 0.000046 time 7.3961 (0.8307) loss 1288.8248 (1314.4598) grad_norm 153.8118 (301.8358) embed_mse 1287.7305 (1313.3512) mask_bce 0.2345 (0.2541) mask_dice 0.8598 (0.8544) mem 21940MB +[2025-12-25 02:41:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][800/1573] eta 0:10:40 lr 0.000046 time 0.4384 (0.8280) loss 1315.6359 (1314.2675) grad_norm 351.2817 (301.0795) embed_mse 1314.5582 (1313.1590) mask_bce 0.2013 (0.2540) mask_dice 0.8764 (0.8545) mem 21940MB +[2025-12-25 02:41:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][810/1573] eta 0:10:32 lr 0.000046 time 0.4178 (0.8289) loss 1286.2736 (1314.1094) grad_norm 243.8123 (300.5125) embed_mse 1285.1730 (1313.0010) mask_bce 0.2395 (0.2538) mask_dice 0.8611 (0.8546) mem 21940MB +[2025-12-25 02:41:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][820/1573] eta 0:10:29 lr 0.000046 time 0.4179 (0.8366) loss 1280.3761 (1314.0684) grad_norm 189.9448 (299.4285) embed_mse 1279.2849 (1312.9600) mask_bce 0.1968 (0.2537) mask_dice 0.8944 (0.8546) mem 21940MB +[2025-12-25 02:42:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][830/1573] eta 0:10:28 lr 0.000046 time 5.5553 (0.8462) loss 1336.9021 (1314.3177) grad_norm 180.8644 (298.2774) embed_mse 1335.8013 (1313.2094) mask_bce 0.2409 (0.2535) mask_dice 0.8598 (0.8548) mem 21940MB +[2025-12-25 02:42:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][840/1573] eta 0:10:23 lr 0.000046 time 0.4160 (0.8500) loss 1396.4852 (1314.4860) grad_norm 195.9736 (296.1538) embed_mse 1395.3365 (1313.3777) mask_bce 0.3230 (0.2535) mask_dice 0.8257 (0.8548) mem 21940MB +[2025-12-25 02:42:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][850/1573] eta 0:10:13 lr 0.000046 time 0.4538 (0.8487) loss 1305.8485 (1314.5582) grad_norm 211.5821 (295.3559) embed_mse 1304.7417 (1313.4500) mask_bce 0.2614 (0.2534) mask_dice 0.8454 (0.8548) mem 21940MB +[2025-12-25 02:42:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][860/1573] eta 0:10:09 lr 0.000046 time 0.4229 (0.8543) loss 1307.7891 (1314.7579) grad_norm 198.4626 (294.4503) embed_mse 1306.6152 (1313.6495) mask_bce 0.3413 (0.2536) mask_dice 0.8325 (0.8547) mem 21940MB +[2025-12-25 02:42:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][870/1573] eta 0:09:58 lr 0.000046 time 0.4182 (0.8514) loss 1297.2091 (1314.8222) grad_norm 222.8590 (293.7875) embed_mse 1296.1201 (1313.7140) mask_bce 0.2436 (0.2534) mask_dice 0.8454 (0.8548) mem 21940MB +[2025-12-25 02:43:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][880/1573] eta 0:09:59 lr 0.000046 time 0.4174 (0.8654) loss 1299.7642 (1314.8395) grad_norm 167.8062 (291.4216) embed_mse 1298.6816 (1313.7315) mask_bce 0.2247 (0.2533) mask_dice 0.8577 (0.8547) mem 21940MB +[2025-12-25 02:43:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][890/1573] eta 0:09:54 lr 0.000046 time 0.4156 (0.8698) loss 1314.2562 (1314.9616) grad_norm 219.5503 (290.7741) embed_mse 1313.1501 (1313.8537) mask_bce 0.2610 (0.2532) mask_dice 0.8450 (0.8548) mem 21940MB +[2025-12-25 02:43:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][900/1573] eta 0:09:43 lr 0.000046 time 0.4287 (0.8673) loss 1290.7687 (1315.0172) grad_norm 320.8773 (291.0429) embed_mse 1289.6483 (1313.9091) mask_bce 0.2705 (0.2534) mask_dice 0.8498 (0.8546) mem 21940MB +[2025-12-25 02:43:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][910/1573] eta 0:09:37 lr 0.000046 time 0.4288 (0.8714) loss 1351.1862 (1314.9674) grad_norm 264.6207 (290.8091) embed_mse 1350.0697 (1313.8592) mask_bce 0.2689 (0.2536) mask_dice 0.8477 (0.8546) mem 21940MB +[2025-12-25 02:43:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][920/1573] eta 0:09:29 lr 0.000046 time 1.8662 (0.8720) loss 1389.7574 (1314.9561) grad_norm 278.0138 (290.6031) embed_mse 1388.6339 (1313.8479) mask_bce 0.2923 (0.2536) mask_dice 0.8313 (0.8545) mem 21940MB +[2025-12-25 02:44:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][930/1573] eta 0:09:21 lr 0.000046 time 0.4131 (0.8730) loss 1249.3981 (1314.9313) grad_norm 204.4089 (289.8600) embed_mse 1248.2987 (1313.8230) mask_bce 0.2211 (0.2537) mask_dice 0.8782 (0.8546) mem 21940MB +[2025-12-25 02:44:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][940/1573] eta 0:09:15 lr 0.000046 time 0.4142 (0.8783) loss 1392.7621 (1314.9355) grad_norm 281.9311 (289.7922) embed_mse 1391.6493 (1313.8273) mask_bce 0.2724 (0.2537) mask_dice 0.8404 (0.8545) mem 21940MB +[2025-12-25 02:44:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][950/1573] eta 0:09:06 lr 0.000046 time 0.4394 (0.8777) loss 1369.7794 (1314.8547) grad_norm 447.5634 (291.1293) embed_mse 1368.6752 (1313.7465) mask_bce 0.2420 (0.2537) mask_dice 0.8621 (0.8546) mem 21940MB +[2025-12-25 02:44:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][960/1573] eta 0:09:02 lr 0.000046 time 0.4136 (0.8852) loss 1320.0518 (1314.8219) grad_norm 208.9549 (289.8591) embed_mse 1318.9755 (1313.7139) mask_bce 0.2164 (0.2535) mask_dice 0.8599 (0.8546) mem 21940MB +[2025-12-25 02:44:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][970/1573] eta 0:08:54 lr 0.000046 time 1.6394 (0.8861) loss 1363.2114 (1315.1493) grad_norm 321.1440 (290.1176) embed_mse 1362.1116 (1314.0414) mask_bce 0.2475 (0.2533) mask_dice 0.8524 (0.8546) mem 21940MB +[2025-12-25 02:45:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][980/1573] eta 0:08:49 lr 0.000046 time 0.4176 (0.8934) loss 1272.0656 (1314.9950) grad_norm 298.1272 (290.1833) embed_mse 1270.9766 (1313.8872) mask_bce 0.2106 (0.2531) mask_dice 0.8784 (0.8547) mem 21940MB +[2025-12-25 02:45:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][990/1573] eta 0:08:41 lr 0.000046 time 0.4373 (0.8949) loss 1307.7338 (1314.8431) grad_norm 304.3774 (290.2987) embed_mse 1306.6511 (1313.7354) mask_bce 0.1975 (0.2530) mask_dice 0.8851 (0.8547) mem 21940MB +[2025-12-25 02:45:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1000/1573] eta 0:08:36 lr 0.000046 time 0.4163 (0.9012) loss 1352.1917 (1314.8826) grad_norm 246.9266 (290.2585) embed_mse 1351.0573 (1313.7749) mask_bce 0.2904 (0.2530) mask_dice 0.8439 (0.8547) mem 21940MB +[2025-12-25 02:45:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1010/1573] eta 0:08:27 lr 0.000046 time 4.9297 (0.9009) loss 1329.1724 (1315.0161) grad_norm 214.6323 (289.6583) embed_mse 1328.0883 (1313.9083) mask_bce 0.2117 (0.2531) mask_dice 0.8724 (0.8547) mem 21940MB +[2025-12-25 02:45:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1020/1573] eta 0:08:19 lr 0.000046 time 5.2442 (0.9030) loss 1345.0222 (1315.0508) grad_norm 343.1858 (290.0797) embed_mse 1343.9318 (1313.9430) mask_bce 0.2189 (0.2531) mask_dice 0.8715 (0.8547) mem 21940MB +[2025-12-25 02:45:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1030/1573] eta 0:08:09 lr 0.000046 time 0.4299 (0.9020) loss 1301.8378 (1315.0737) grad_norm 256.4174 (289.8168) embed_mse 1300.7184 (1313.9660) mask_bce 0.2640 (0.2530) mask_dice 0.8553 (0.8547) mem 21940MB +[2025-12-25 02:46:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1040/1573] eta 0:08:00 lr 0.000046 time 0.4152 (0.9024) loss 1282.8596 (1315.1371) grad_norm 196.3622 (288.5731) embed_mse 1281.7438 (1314.0293) mask_bce 0.2757 (0.2531) mask_dice 0.8401 (0.8547) mem 21940MB +[2025-12-25 02:46:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1050/1573] eta 0:07:50 lr 0.000046 time 0.5713 (0.8998) loss 1302.5621 (1315.0919) grad_norm 181.1830 (287.7533) embed_mse 1301.4572 (1313.9841) mask_bce 0.2546 (0.2531) mask_dice 0.8505 (0.8547) mem 21940MB +[2025-12-25 02:46:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1060/1573] eta 0:07:45 lr 0.000046 time 0.4139 (0.9073) loss 1365.8357 (1314.9658) grad_norm 155.4251 (286.7509) embed_mse 1364.7257 (1313.8579) mask_bce 0.2645 (0.2533) mask_dice 0.8455 (0.8546) mem 21940MB +[2025-12-25 02:46:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1070/1573] eta 0:07:38 lr 0.000046 time 0.4147 (0.9113) loss 1314.8356 (1315.1045) grad_norm 238.2949 (286.3865) embed_mse 1313.7642 (1313.9967) mask_bce 0.1835 (0.2531) mask_dice 0.8879 (0.8547) mem 21940MB +[2025-12-25 02:46:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1080/1573] eta 0:07:28 lr 0.000046 time 0.4251 (0.9098) loss 1397.7699 (1315.0950) grad_norm 294.2369 (285.8547) embed_mse 1396.6681 (1313.9872) mask_bce 0.2417 (0.2531) mask_dice 0.8602 (0.8547) mem 21940MB +[2025-12-25 02:47:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1090/1573] eta 0:07:22 lr 0.000046 time 0.4171 (0.9155) loss 1354.7607 (1315.1892) grad_norm 339.8427 (286.2517) embed_mse 1353.6617 (1314.0814) mask_bce 0.2325 (0.2531) mask_dice 0.8666 (0.8547) mem 21940MB +[2025-12-25 02:47:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1100/1573] eta 0:07:15 lr 0.000046 time 0.4531 (0.9212) loss 1335.7792 (1315.3394) grad_norm 240.1257 (285.9150) embed_mse 1334.6891 (1314.2317) mask_bce 0.2260 (0.2530) mask_dice 0.8641 (0.8548) mem 21940MB +[2025-12-25 02:47:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1110/1573] eta 0:07:04 lr 0.000046 time 0.4167 (0.9167) loss 1363.2043 (1315.4138) grad_norm 186.2225 (285.1926) embed_mse 1362.1013 (1314.3062) mask_bce 0.2497 (0.2528) mask_dice 0.8534 (0.8548) mem 21940MB +[2025-12-25 02:47:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1120/1573] eta 0:06:56 lr 0.000046 time 0.4164 (0.9195) loss 1281.5393 (1315.3599) grad_norm 229.3620 (284.5914) embed_mse 1280.4154 (1314.2522) mask_bce 0.2527 (0.2528) mask_dice 0.8713 (0.8549) mem 21940MB +[2025-12-25 02:47:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1130/1573] eta 0:06:46 lr 0.000046 time 0.4169 (0.9179) loss 1370.9569 (1315.4187) grad_norm 255.4391 (284.3846) embed_mse 1369.8519 (1314.3111) mask_bce 0.2278 (0.2527) mask_dice 0.8772 (0.8550) mem 21940MB +[2025-12-25 02:47:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1140/1573] eta 0:06:39 lr 0.000046 time 0.4271 (0.9220) loss 1322.6473 (1315.3620) grad_norm 215.6522 (283.9006) embed_mse 1321.5509 (1314.2544) mask_bce 0.2613 (0.2526) mask_dice 0.8352 (0.8550) mem 21940MB +[2025-12-25 02:48:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1150/1573] eta 0:06:28 lr 0.000046 time 0.4198 (0.9190) loss 1298.6617 (1315.2808) grad_norm 380.1567 (284.5737) embed_mse 1297.5540 (1314.1733) mask_bce 0.2192 (0.2525) mask_dice 0.8885 (0.8550) mem 21940MB +[2025-12-25 02:48:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1160/1573] eta 0:06:20 lr 0.000046 time 0.4166 (0.9217) loss 1280.8630 (1315.0288) grad_norm 162.0362 (283.9298) embed_mse 1279.7665 (1313.9213) mask_bce 0.2441 (0.2525) mask_dice 0.8525 (0.8550) mem 21940MB +[2025-12-25 02:48:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1170/1573] eta 0:06:13 lr 0.000046 time 1.9733 (0.9264) loss 1335.4404 (1315.0935) grad_norm 258.7549 (283.7573) embed_mse 1334.3497 (1313.9860) mask_bce 0.2084 (0.2525) mask_dice 0.8823 (0.8550) mem 21940MB +[2025-12-25 02:48:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1180/1573] eta 0:06:05 lr 0.000046 time 0.4181 (0.9297) loss 1325.0569 (1315.1290) grad_norm 291.7255 (283.8115) embed_mse 1323.9458 (1314.0215) mask_bce 0.2490 (0.2525) mask_dice 0.8621 (0.8550) mem 21940MB +[2025-12-25 02:48:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1190/1573] eta 0:05:57 lr 0.000046 time 0.4318 (0.9324) loss 1337.7882 (1315.1514) grad_norm 339.0018 (284.1844) embed_mse 1336.7015 (1314.0439) mask_bce 0.2531 (0.2526) mask_dice 0.8335 (0.8550) mem 21940MB +[2025-12-25 02:49:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1200/1573] eta 0:05:48 lr 0.000046 time 0.4205 (0.9356) loss 1332.1740 (1315.0607) grad_norm 216.2205 (284.3971) embed_mse 1331.0710 (1313.9531) mask_bce 0.2503 (0.2526) mask_dice 0.8527 (0.8550) mem 21940MB +[2025-12-25 02:49:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1210/1573] eta 0:05:38 lr 0.000046 time 0.4169 (0.9313) loss 1256.3251 (1314.9956) grad_norm 230.4774 (284.0400) embed_mse 1255.2203 (1313.8881) mask_bce 0.2271 (0.2525) mask_dice 0.8777 (0.8550) mem 21940MB +[2025-12-25 02:49:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1220/1573] eta 0:05:29 lr 0.000046 time 0.4245 (0.9326) loss 1340.3256 (1315.0329) grad_norm 297.5614 (284.1290) embed_mse 1339.2424 (1313.9254) mask_bce 0.2086 (0.2525) mask_dice 0.8746 (0.8550) mem 21940MB +[2025-12-25 02:49:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1230/1573] eta 0:05:20 lr 0.000046 time 0.4170 (0.9355) loss 1337.1577 (1315.0195) grad_norm 282.3633 (284.1174) embed_mse 1336.0658 (1313.9120) mask_bce 0.2432 (0.2525) mask_dice 0.8487 (0.8550) mem 21940MB +[2025-12-25 02:49:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1240/1573] eta 0:05:11 lr 0.000046 time 0.4309 (0.9346) loss 1380.3083 (1314.9562) grad_norm 337.8844 (284.3736) embed_mse 1379.1989 (1313.8487) mask_bce 0.2515 (0.2525) mask_dice 0.8579 (0.8550) mem 21940MB +[2025-12-25 02:49:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1250/1573] eta 0:05:01 lr 0.000046 time 0.4183 (0.9344) loss 1290.1437 (1315.0244) grad_norm 186.4414 (283.7458) embed_mse 1289.0378 (1313.9169) mask_bce 0.2556 (0.2524) mask_dice 0.8502 (0.8550) mem 21940MB +[2025-12-25 02:50:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1260/1573] eta 0:04:53 lr 0.000046 time 0.4226 (0.9370) loss 1244.1586 (1315.0132) grad_norm 336.7103 (284.0832) embed_mse 1243.0710 (1313.9057) mask_bce 0.2568 (0.2524) mask_dice 0.8307 (0.8550) mem 21940MB +[2025-12-25 02:50:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1270/1573] eta 0:04:44 lr 0.000046 time 0.4208 (0.9384) loss 1278.0778 (1314.9175) grad_norm 219.2744 (283.6730) embed_mse 1276.9690 (1313.8100) mask_bce 0.2419 (0.2525) mask_dice 0.8669 (0.8550) mem 21940MB +[2025-12-25 02:50:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1280/1573] eta 0:04:34 lr 0.000046 time 0.4239 (0.9378) loss 1337.9233 (1314.8681) grad_norm 302.6313 (283.3621) embed_mse 1336.8184 (1313.7606) mask_bce 0.2734 (0.2525) mask_dice 0.8316 (0.8550) mem 21940MB +[2025-12-25 02:50:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1290/1573] eta 0:04:26 lr 0.000046 time 0.4196 (0.9408) loss 1260.3082 (1314.8484) grad_norm 139.4794 (282.4684) embed_mse 1259.2388 (1313.7410) mask_bce 0.2016 (0.2524) mask_dice 0.8680 (0.8550) mem 21940MB +[2025-12-25 02:50:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1300/1573] eta 0:04:16 lr 0.000046 time 0.4144 (0.9408) loss 1312.7870 (1314.9780) grad_norm 170.3519 (281.7763) embed_mse 1311.7048 (1313.8705) mask_bce 0.1991 (0.2525) mask_dice 0.8830 (0.8550) mem 21940MB +[2025-12-25 02:51:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1310/1573] eta 0:04:08 lr 0.000046 time 0.4157 (0.9439) loss 1258.9951 (1314.8953) grad_norm 163.1018 (281.0482) embed_mse 1257.9020 (1313.7878) mask_bce 0.2275 (0.2525) mask_dice 0.8657 (0.8550) mem 21940MB +[2025-12-25 02:51:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1320/1573] eta 0:03:59 lr 0.000046 time 0.4162 (0.9455) loss 1337.9575 (1315.0000) grad_norm 188.3414 (280.2641) embed_mse 1336.8434 (1313.8925) mask_bce 0.2516 (0.2525) mask_dice 0.8626 (0.8550) mem 21940MB +[2025-12-25 02:51:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1330/1573] eta 0:03:51 lr 0.000046 time 0.4167 (0.9511) loss 1287.5233 (1315.0254) grad_norm 198.2686 (279.7702) embed_mse 1286.4409 (1313.9179) mask_bce 0.2307 (0.2525) mask_dice 0.8516 (0.8550) mem 21940MB +[2025-12-25 02:51:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1340/1573] eta 0:03:41 lr 0.000046 time 0.4148 (0.9490) loss 1300.6964 (1315.0877) grad_norm 162.9085 (279.0704) embed_mse 1299.5732 (1313.9801) mask_bce 0.2689 (0.2526) mask_dice 0.8543 (0.8550) mem 21940MB +[2025-12-25 02:51:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1350/1573] eta 0:03:32 lr 0.000046 time 0.4137 (0.9528) loss 1367.1562 (1315.1436) grad_norm 208.1082 (278.6480) embed_mse 1366.0692 (1314.0360) mask_bce 0.2149 (0.2526) mask_dice 0.8722 (0.8550) mem 21940MB +[2025-12-25 02:52:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1360/1573] eta 0:03:24 lr 0.000045 time 0.4211 (0.9586) loss 1328.4723 (1315.0790) grad_norm 190.3807 (277.7268) embed_mse 1327.3877 (1313.9714) mask_bce 0.2102 (0.2526) mask_dice 0.8744 (0.8550) mem 21940MB +[2025-12-25 02:52:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1370/1573] eta 0:03:15 lr 0.000045 time 0.4186 (0.9621) loss 1353.1986 (1315.1596) grad_norm 287.5806 (277.7845) embed_mse 1352.0974 (1314.0522) mask_bce 0.2347 (0.2524) mask_dice 0.8665 (0.8550) mem 21940MB +[2025-12-25 02:52:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1380/1573] eta 0:03:06 lr 0.000045 time 0.4224 (0.9686) loss 1323.4469 (1315.0779) grad_norm 210.5363 (277.3935) embed_mse 1322.3607 (1313.9703) mask_bce 0.2259 (0.2527) mask_dice 0.8602 (0.8550) mem 21940MB +[2025-12-25 02:52:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1390/1573] eta 0:02:56 lr 0.000045 time 0.4161 (0.9649) loss 1284.3240 (1314.8983) grad_norm 224.7544 (277.0892) embed_mse 1283.2439 (1313.7906) mask_bce 0.1902 (0.2527) mask_dice 0.8899 (0.8550) mem 21940MB +[2025-12-25 02:53:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1400/1573] eta 0:02:47 lr 0.000045 time 0.4200 (0.9694) loss 1291.3922 (1314.7734) grad_norm 193.8994 (276.3966) embed_mse 1290.2627 (1313.6658) mask_bce 0.2683 (0.2527) mask_dice 0.8612 (0.8550) mem 21940MB +[2025-12-25 02:53:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1410/1573] eta 0:02:37 lr 0.000045 time 0.4344 (0.9670) loss 1301.7350 (1314.7841) grad_norm 247.6627 (276.2334) embed_mse 1300.6088 (1313.6765) mask_bce 0.2670 (0.2527) mask_dice 0.8592 (0.8549) mem 21940MB +[2025-12-25 02:53:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1420/1573] eta 0:02:28 lr 0.000045 time 0.4155 (0.9711) loss 1340.9347 (1314.7410) grad_norm 219.2797 (275.9116) embed_mse 1339.8553 (1313.6335) mask_bce 0.2251 (0.2526) mask_dice 0.8542 (0.8549) mem 21940MB +[2025-12-25 02:53:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1430/1573] eta 0:02:19 lr 0.000045 time 0.4173 (0.9782) loss 1306.0634 (1314.6967) grad_norm 182.1987 (275.3851) embed_mse 1304.9388 (1313.5891) mask_bce 0.2880 (0.2526) mask_dice 0.8365 (0.8549) mem 21940MB +[2025-12-25 02:54:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1440/1573] eta 0:02:10 lr 0.000045 time 0.4217 (0.9810) loss 1411.9225 (1314.7300) grad_norm 201.3564 (275.3581) embed_mse 1410.8186 (1313.6224) mask_bce 0.2259 (0.2527) mask_dice 0.8779 (0.8549) mem 21940MB +[2025-12-25 02:54:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1450/1573] eta 0:02:00 lr 0.000045 time 0.4246 (0.9832) loss 1319.6527 (1314.6771) grad_norm 234.5585 (275.1327) embed_mse 1318.5453 (1313.5695) mask_bce 0.2418 (0.2527) mask_dice 0.8656 (0.8549) mem 21940MB +[2025-12-25 02:54:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1460/1573] eta 0:01:51 lr 0.000045 time 0.4214 (0.9871) loss 1257.1671 (1314.5616) grad_norm 201.1890 (274.7263) embed_mse 1256.0616 (1313.4540) mask_bce 0.2461 (0.2527) mask_dice 0.8594 (0.8549) mem 21940MB +[2025-12-25 02:54:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1470/1573] eta 0:01:41 lr 0.000045 time 4.5146 (0.9895) loss 1282.2407 (1314.5312) grad_norm 230.3928 (274.4841) embed_mse 1281.1704 (1313.4235) mask_bce 0.1827 (0.2527) mask_dice 0.8876 (0.8550) mem 21940MB +[2025-12-25 02:54:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1480/1573] eta 0:01:31 lr 0.000045 time 0.4232 (0.9863) loss 1248.6031 (1314.4871) grad_norm 325.7667 (275.1755) embed_mse 1247.5177 (1313.3794) mask_bce 0.2295 (0.2528) mask_dice 0.8559 (0.8550) mem 21940MB +[2025-12-25 02:55:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1490/1573] eta 0:01:22 lr 0.000045 time 0.4213 (0.9884) loss 1301.5049 (1314.4949) grad_norm 344.4081 (275.5477) embed_mse 1300.3761 (1313.3873) mask_bce 0.2748 (0.2527) mask_dice 0.8538 (0.8550) mem 21940MB +[2025-12-25 02:55:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1500/1573] eta 0:01:12 lr 0.000045 time 0.4198 (0.9865) loss 1325.2991 (1314.5171) grad_norm 223.8367 (275.2712) embed_mse 1324.1930 (1313.4094) mask_bce 0.2498 (0.2527) mask_dice 0.8562 (0.8550) mem 21940MB +[2025-12-25 02:55:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1510/1573] eta 0:01:02 lr 0.000045 time 0.4173 (0.9869) loss 1250.6678 (1314.3643) grad_norm 231.4277 (275.0380) embed_mse 1249.5648 (1313.2566) mask_bce 0.2402 (0.2528) mask_dice 0.8627 (0.8550) mem 21940MB +[2025-12-25 02:55:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1520/1573] eta 0:00:52 lr 0.000045 time 0.4149 (0.9918) loss 1345.5497 (1314.3484) grad_norm 319.8430 (274.6852) embed_mse 1344.4125 (1313.2407) mask_bce 0.2870 (0.2528) mask_dice 0.8503 (0.8549) mem 21940MB +[2025-12-25 02:55:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1530/1573] eta 0:00:42 lr 0.000045 time 0.4160 (0.9938) loss 1288.1354 (1314.2637) grad_norm 311.6310 (274.8786) embed_mse 1287.0325 (1313.1561) mask_bce 0.2668 (0.2527) mask_dice 0.8360 (0.8549) mem 21940MB +[2025-12-25 02:55:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1540/1573] eta 0:00:32 lr 0.000045 time 0.4161 (0.9934) loss 1298.2246 (1314.3212) grad_norm 378.1027 (275.4163) embed_mse 1297.1310 (1313.2136) mask_bce 0.2420 (0.2527) mask_dice 0.8515 (0.8549) mem 21940MB +[2025-12-25 02:56:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1550/1573] eta 0:00:22 lr 0.000045 time 0.4229 (0.9943) loss 1210.9172 (1314.2854) grad_norm 334.2644 (275.7212) embed_mse 1209.8131 (1313.1777) mask_bce 0.2556 (0.2528) mask_dice 0.8486 (0.8549) mem 21940MB +[2025-12-25 02:56:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1560/1573] eta 0:00:12 lr 0.000045 time 0.4434 (0.9946) loss 1292.3666 (1314.3799) grad_norm 191.4359 (275.3467) embed_mse 1291.3018 (1313.2723) mask_bce 0.2062 (0.2528) mask_dice 0.8587 (0.8549) mem 21940MB +[2025-12-25 02:56:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1570/1573] eta 0:00:03 lr 0.000045 time 0.4197 (1.0015) loss 1322.7975 (1314.4252) grad_norm 267.9595 (275.3090) embed_mse 1321.6967 (1313.3176) mask_bce 0.2720 (0.2528) mask_dice 0.8288 (0.8548) mem 21940MB +[2025-12-25 02:56:42 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 5 training takes 0:26:14 +[2025-12-25 02:56:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][0/1573] eta 3:23:03 lr 0.000045 time 7.7455 (7.7455) loss 1279.1118 (1279.1118) grad_norm 0.0000 (0.0000) embed_mse 1277.9850 (1277.9850) mask_bce 0.2835 (0.2835) mask_dice 0.8432 (0.8432) mem 21940MB +[2025-12-25 02:56:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][10/1573] eta 0:35:41 lr 0.000045 time 0.4223 (1.3701) loss 1313.7235 (1292.4992) grad_norm 304.1843 (304.1843) embed_mse 1312.6006 (1291.3956) mask_bce 0.2564 (0.2507) mask_dice 0.8665 (0.8530) mem 21940MB +[2025-12-25 02:57:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][20/1573] eta 0:35:51 lr 0.000045 time 0.4202 (1.3851) loss 1297.0717 (1301.7146) grad_norm 178.7206 (241.4525) embed_mse 1295.9833 (1300.6145) mask_bce 0.2244 (0.2441) mask_dice 0.8639 (0.8560) mem 21940MB +[2025-12-25 02:57:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][30/1573] eta 0:28:06 lr 0.000045 time 0.4197 (1.0927) loss 1320.5491 (1303.2231) grad_norm 248.0655 (243.6568) embed_mse 1319.4329 (1302.1233) mask_bce 0.2746 (0.2454) mask_dice 0.8416 (0.8543) mem 21940MB +[2025-12-25 02:57:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][40/1573] eta 0:28:36 lr 0.000045 time 0.4231 (1.1199) loss 1320.5461 (1305.9643) grad_norm 171.8928 (220.6187) embed_mse 1319.4503 (1304.8638) mask_bce 0.2234 (0.2458) mask_dice 0.8724 (0.8547) mem 21940MB +[2025-12-25 02:57:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][50/1573] eta 0:26:38 lr 0.000045 time 0.4176 (1.0497) loss 1266.8650 (1308.2699) grad_norm 243.0144 (224.3513) embed_mse 1265.7620 (1307.1656) mask_bce 0.2661 (0.2497) mask_dice 0.8370 (0.8546) mem 21940MB +[2025-12-25 02:57:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][60/1573] eta 0:25:39 lr 0.000045 time 0.4381 (1.0175) loss 1331.8324 (1309.4206) grad_norm 352.2641 (242.6246) embed_mse 1330.7297 (1308.3160) mask_bce 0.2668 (0.2513) mask_dice 0.8358 (0.8532) mem 21940MB +[2025-12-25 02:57:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][70/1573] eta 0:24:16 lr 0.000045 time 0.4250 (0.9694) loss 1263.0404 (1309.8510) grad_norm 302.0677 (250.0549) embed_mse 1261.9457 (1308.7473) mask_bce 0.2485 (0.2506) mask_dice 0.8462 (0.8531) mem 21940MB +[2025-12-25 02:57:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][80/1573] eta 0:23:44 lr 0.000045 time 3.0863 (0.9542) loss 1305.9058 (1314.0416) grad_norm 180.0080 (236.4879) embed_mse 1304.8510 (1312.9382) mask_bce 0.1956 (0.2501) mask_dice 0.8591 (0.8533) mem 21940MB +[2025-12-25 02:58:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][90/1573] eta 0:23:35 lr 0.000045 time 0.4178 (0.9547) loss 1318.1188 (1315.2342) grad_norm 307.8096 (242.9717) embed_mse 1317.0117 (1314.1324) mask_bce 0.2574 (0.2482) mask_dice 0.8498 (0.8536) mem 21940MB +[2025-12-25 02:58:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][100/1573] eta 0:22:21 lr 0.000045 time 0.4259 (0.9109) loss 1365.5747 (1315.6383) grad_norm 396.6480 (255.7781) embed_mse 1364.4733 (1314.5361) mask_bce 0.2615 (0.2493) mask_dice 0.8399 (0.8528) mem 21940MB +[2025-12-25 02:58:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][110/1573] eta 0:21:29 lr 0.000045 time 0.4526 (0.8812) loss 1293.6868 (1316.4440) grad_norm 279.5478 (257.6065) embed_mse 1292.5592 (1315.3418) mask_bce 0.2971 (0.2493) mask_dice 0.8304 (0.8529) mem 21940MB +[2025-12-25 02:58:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][120/1573] eta 0:21:23 lr 0.000045 time 0.4146 (0.8833) loss 1335.8940 (1315.6933) grad_norm 195.1388 (247.9413) embed_mse 1334.8069 (1314.5912) mask_bce 0.2255 (0.2491) mask_dice 0.8616 (0.8531) mem 21940MB +[2025-12-25 02:58:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][130/1573] eta 0:21:10 lr 0.000045 time 0.4166 (0.8802) loss 1364.2965 (1315.6109) grad_norm 293.9524 (250.8170) embed_mse 1363.2078 (1314.5095) mask_bce 0.2212 (0.2481) mask_dice 0.8676 (0.8533) mem 21940MB +[2025-12-25 02:58:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][140/1573] eta 0:20:43 lr 0.000045 time 0.4166 (0.8674) loss 1362.5885 (1316.2431) grad_norm 350.4636 (256.6785) embed_mse 1361.4982 (1315.1410) mask_bce 0.2398 (0.2488) mask_dice 0.8506 (0.8532) mem 21940MB +[2025-12-25 02:58:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][150/1573] eta 0:20:33 lr 0.000045 time 0.4275 (0.8666) loss 1401.0498 (1316.2834) grad_norm 228.3187 (255.1030) embed_mse 1399.9486 (1315.1816) mask_bce 0.2388 (0.2481) mask_dice 0.8624 (0.8537) mem 21940MB +[2025-12-25 02:59:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][160/1573] eta 0:20:52 lr 0.000045 time 0.4486 (0.8866) loss 1310.2412 (1317.0207) grad_norm 337.1720 (269.0998) embed_mse 1309.1177 (1315.9187) mask_bce 0.2427 (0.2482) mask_dice 0.8808 (0.8538) mem 21940MB +[2025-12-25 02:59:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][170/1573] eta 0:21:25 lr 0.000045 time 0.4223 (0.9159) loss 1335.6615 (1318.0522) grad_norm 395.6321 (275.1252) embed_mse 1334.5726 (1316.9501) mask_bce 0.2139 (0.2482) mask_dice 0.8750 (0.8539) mem 21940MB +[2025-12-25 02:59:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][180/1573] eta 0:21:06 lr 0.000045 time 0.4432 (0.9090) loss 1295.9235 (1318.2289) grad_norm 283.1105 (275.4882) embed_mse 1294.8340 (1317.1269) mask_bce 0.2149 (0.2479) mask_dice 0.8746 (0.8541) mem 21940MB +[2025-12-25 02:59:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][190/1573] eta 0:21:15 lr 0.000045 time 0.4255 (0.9221) loss 1273.1064 (1319.2098) grad_norm 312.0728 (277.0788) embed_mse 1271.9663 (1318.1070) mask_bce 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03:00:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][230/1573] eta 0:20:43 lr 0.000045 time 0.4213 (0.9260) loss 1319.6426 (1319.0525) grad_norm 207.5497 (276.1314) embed_mse 1318.5288 (1317.9498) mask_bce 0.2806 (0.2490) mask_dice 0.8332 (0.8536) mem 21940MB +[2025-12-25 03:00:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][240/1573] eta 0:20:53 lr 0.000045 time 0.4165 (0.9405) loss 1308.4865 (1318.3307) grad_norm 267.8610 (276.2551) embed_mse 1307.4066 (1317.2284) mask_bce 0.2252 (0.2484) mask_dice 0.8547 (0.8538) mem 21940MB +[2025-12-25 03:00:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][250/1573] eta 0:21:11 lr 0.000045 time 0.4210 (0.9609) loss 1327.1128 (1318.6187) grad_norm 474.3816 (282.6462) embed_mse 1326.0234 (1317.5161) mask_bce 0.2453 (0.2490) mask_dice 0.8441 (0.8536) mem 21940MB +[2025-12-25 03:00:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][260/1573] eta 0:21:06 lr 0.000045 time 0.4241 (0.9645) loss 1380.0687 (1319.1407) grad_norm 272.1895 (282.3195) embed_mse 1378.9792 (1318.0387) mask_bce 0.2311 (0.2484) mask_dice 0.8584 (0.8536) mem 21940MB +[2025-12-25 03:01:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][270/1573] eta 0:20:52 lr 0.000045 time 0.4187 (0.9610) loss 1349.1244 (1319.0742) grad_norm 199.3227 (279.8044) embed_mse 1348.0396 (1317.9722) mask_bce 0.2258 (0.2485) mask_dice 0.8591 (0.8535) mem 21940MB +[2025-12-25 03:01:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][280/1573] eta 0:20:17 lr 0.000045 time 0.4247 (0.9418) loss 1391.3672 (1319.7495) grad_norm 294.7453 (277.4796) embed_mse 1390.2421 (1318.6472) mask_bce 0.2863 (0.2491) mask_dice 0.8388 (0.8532) mem 21940MB +[2025-12-25 03:01:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][290/1573] eta 0:20:05 lr 0.000045 time 0.8534 (0.9394) loss 1263.1003 (1318.6805) grad_norm 342.6502 (279.2899) embed_mse 1261.9706 (1317.5783) mask_bce 0.3189 (0.2493) mask_dice 0.8109 (0.8529) mem 21940MB +[2025-12-25 03:01:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][300/1573] eta 0:19:51 lr 0.000045 time 0.4187 (0.9357) loss 1336.1229 (1319.3012) grad_norm 370.0503 (281.7429) embed_mse 1335.0135 (1318.1988) mask_bce 0.2525 (0.2492) mask_dice 0.8568 (0.8532) mem 21940MB +[2025-12-25 03:01:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][310/1573] eta 0:19:48 lr 0.000045 time 0.4163 (0.9413) loss 1351.2758 (1319.3220) grad_norm 400.2526 (284.8616) embed_mse 1350.1672 (1318.2194) mask_bce 0.2603 (0.2496) mask_dice 0.8483 (0.8530) mem 21940MB +[2025-12-25 03:01:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][320/1573] eta 0:19:21 lr 0.000045 time 0.4209 (0.9272) loss 1313.7163 (1318.4617) grad_norm 214.8220 (280.9683) embed_mse 1312.6104 (1317.3592) mask_bce 0.2413 (0.2494) mask_dice 0.8646 (0.8532) mem 21940MB +[2025-12-25 03:01:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][330/1573] eta 0:19:16 lr 0.000045 time 0.4166 (0.9306) loss 1362.1111 (1318.7951) grad_norm 184.8276 (278.6234) embed_mse 1361.0138 (1317.6928) mask_bce 0.2449 (0.2492) mask_dice 0.8523 (0.8532) mem 21940MB +[2025-12-25 03:01:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][340/1573] eta 0:18:49 lr 0.000045 time 0.4125 (0.9161) loss 1259.2511 (1319.0411) grad_norm 209.6571 (276.9814) embed_mse 1258.1389 (1317.9386) mask_bce 0.2707 (0.2492) mask_dice 0.8415 (0.8533) mem 21940MB +[2025-12-25 03:02:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][350/1573] eta 0:18:49 lr 0.000045 time 2.5924 (0.9237) loss 1302.6678 (1318.6571) grad_norm 331.5486 (278.2504) embed_mse 1301.5502 (1317.5545) mask_bce 0.2672 (0.2497) mask_dice 0.8505 (0.8530) mem 21940MB +[2025-12-25 03:02:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][360/1573] eta 0:18:34 lr 0.000045 time 0.4183 (0.9187) loss 1254.8765 (1318.6518) grad_norm 492.9041 (286.5937) embed_mse 1253.8053 (1317.5493) mask_bce 0.1809 (0.2494) mask_dice 0.8902 (0.8531) mem 21940MB +[2025-12-25 03:02:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][370/1573] eta 0:18:15 lr 0.000045 time 0.4166 (0.9108) loss 1329.4316 (1318.5074) grad_norm 273.3092 (286.3049) embed_mse 1328.3234 (1317.4047) mask_bce 0.2719 (0.2496) mask_dice 0.8364 (0.8531) mem 21940MB +[2025-12-25 03:02:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][380/1573] eta 0:18:19 lr 0.000045 time 0.4143 (0.9214) loss 1373.8696 (1318.1523) grad_norm 177.6358 (283.9928) embed_mse 1372.7062 (1317.0494) mask_bce 0.2975 (0.2497) mask_dice 0.8659 (0.8532) mem 21940MB +[2025-12-25 03:02:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][390/1573] eta 0:18:14 lr 0.000045 time 0.4159 (0.9250) loss 1278.5908 (1317.3891) grad_norm 392.6396 (286.2563) embed_mse 1277.5193 (1316.2863) mask_bce 0.2119 (0.2497) mask_dice 0.8596 (0.8531) mem 21940MB +[2025-12-25 03:02:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][400/1573] eta 0:18:11 lr 0.000045 time 0.4206 (0.9302) loss 1280.6324 (1317.6644) grad_norm 277.4193 (287.2648) embed_mse 1279.5341 (1316.5617) mask_bce 0.2564 (0.2496) mask_dice 0.8420 (0.8531) mem 21940MB +[2025-12-25 03:03:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][410/1573] eta 0:18:13 lr 0.000045 time 0.4209 (0.9399) loss 1334.1530 (1317.4450) grad_norm 282.2665 (287.1668) embed_mse 1332.9983 (1316.3424) mask_bce 0.3198 (0.2495) mask_dice 0.8348 (0.8531) mem 21940MB +[2025-12-25 03:03:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][420/1573] eta 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grad_norm 186.9403 (282.1913) embed_mse 1340.2045 (1315.5339) mask_bce 0.3201 (0.2498) mask_dice 0.8295 (0.8530) mem 21940MB +[2025-12-25 03:03:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][460/1573] eta 0:17:13 lr 0.000045 time 0.4220 (0.9289) loss 1304.9923 (1316.7961) grad_norm 246.1091 (281.5583) embed_mse 1303.8872 (1315.6934) mask_bce 0.2616 (0.2500) mask_dice 0.8435 (0.8528) mem 21940MB +[2025-12-25 03:03:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][470/1573] eta 0:16:52 lr 0.000045 time 0.4654 (0.9182) loss 1304.2837 (1316.9294) grad_norm 263.7926 (281.2520) embed_mse 1303.1642 (1315.8264) mask_bce 0.2700 (0.2501) mask_dice 0.8495 (0.8529) mem 21940MB +[2025-12-25 03:04:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][480/1573] eta 0:16:45 lr 0.000045 time 0.4172 (0.9196) loss 1280.8352 (1316.9028) grad_norm 282.3987 (281.2906) embed_mse 1279.7324 (1315.7997) mask_bce 0.2312 (0.2501) mask_dice 0.8716 (0.8530) mem 21940MB +[2025-12-25 03:04:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][490/1573] eta 0:16:34 lr 0.000045 time 1.0137 (0.9183) loss 1314.2301 (1316.9929) grad_norm 206.9226 (280.0714) embed_mse 1313.1533 (1315.8897) mask_bce 0.2128 (0.2503) mask_dice 0.8640 (0.8529) mem 21940MB +[2025-12-25 03:04:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][500/1573] eta 0:16:27 lr 0.000045 time 0.4181 (0.9207) loss 1261.6962 (1316.5722) grad_norm 405.9541 (282.1017) embed_mse 1260.6005 (1315.4689) mask_bce 0.2392 (0.2501) mask_dice 0.8564 (0.8532) mem 21940MB +[2025-12-25 03:04:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][510/1573] eta 0:16:21 lr 0.000045 time 1.3840 (0.9232) loss 1329.3749 (1316.7686) grad_norm 511.3690 (285.7409) embed_mse 1328.2505 (1315.6652) mask_bce 0.2931 (0.2502) mask_dice 0.8313 (0.8532) mem 21940MB +[2025-12-25 03:04:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][520/1573] eta 0:16:15 lr 0.000045 time 0.4248 (0.9265) loss 1287.9869 (1316.5438) grad_norm 244.4398 (285.0711) embed_mse 1286.8947 (1315.4404) mask_bce 0.2390 (0.2502) mask_dice 0.8532 (0.8531) mem 21940MB +[2025-12-25 03:04:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][530/1573] eta 0:15:57 lr 0.000045 time 0.4251 (0.9185) loss 1392.4220 (1316.9317) grad_norm 213.1889 (283.9820) embed_mse 1391.2979 (1315.8283) mask_bce 0.2543 (0.2502) mask_dice 0.8699 (0.8532) mem 21940MB +[2025-12-25 03:04:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][540/1573] eta 0:15:42 lr 0.000045 time 0.4165 (0.9127) loss 1340.7435 (1317.2973) grad_norm 202.4866 (282.7656) embed_mse 1339.6666 (1316.1938) mask_bce 0.2098 (0.2505) mask_dice 0.8671 (0.8531) mem 21940MB +[2025-12-25 03:05:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][550/1573] eta 0:15:24 lr 0.000045 time 0.4168 (0.9039) loss 1346.2632 (1317.4529) grad_norm 284.6917 (282.7939) embed_mse 1345.1716 (1316.3492) mask_bce 0.2409 (0.2506) mask_dice 0.8507 (0.8531) mem 21940MB +[2025-12-25 03:05:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][560/1573] eta 0:15:10 lr 0.000045 time 0.4177 (0.8985) loss 1380.7067 (1317.4417) grad_norm 373.0855 (284.4753) embed_mse 1379.5282 (1316.3376) mask_bce 0.3202 (0.2509) mask_dice 0.8583 (0.8532) mem 21940MB +[2025-12-25 03:05:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][570/1573] eta 0:15:08 lr 0.000045 time 0.4156 (0.9054) loss 1404.6140 (1317.6314) grad_norm 244.7535 (283.9158) embed_mse 1403.5048 (1316.5273) mask_bce 0.2502 (0.2508) mask_dice 0.8591 (0.8532) mem 21940MB +[2025-12-25 03:05:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][580/1573] eta 0:14:50 lr 0.000045 time 0.4183 (0.8972) loss 1331.5803 (1317.3650) grad_norm 291.5075 (284.0213) embed_mse 1330.4882 (1316.2610) mask_bce 0.2060 (0.2508) mask_dice 0.8861 (0.8533) mem 21940MB +[2025-12-25 03:05:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][590/1573] eta 0:14:47 lr 0.000045 time 0.4238 (0.9029) loss 1320.2739 (1317.2307) grad_norm 208.3056 (282.9840) embed_mse 1319.1648 (1316.1262) mask_bce 0.2610 (0.2512) mask_dice 0.8481 (0.8533) mem 21940MB +[2025-12-25 03:05:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][600/1573] eta 0:14:37 lr 0.000045 time 0.4437 (0.9016) loss 1267.8658 (1317.1784) grad_norm 177.7828 (282.0620) embed_mse 1266.7400 (1316.0737) mask_bce 0.2911 (0.2513) mask_dice 0.8347 (0.8534) mem 21940MB +[2025-12-25 03:05:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][610/1573] eta 0:14:28 lr 0.000045 time 0.4168 (0.9022) loss 1357.4280 (1316.7037) grad_norm 258.3364 (281.7498) embed_mse 1356.3334 (1315.5990) mask_bce 0.2361 (0.2511) mask_dice 0.8585 (0.8536) mem 21940MB +[2025-12-25 03:06:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][620/1573] eta 0:14:18 lr 0.000045 time 0.4172 (0.9012) loss 1389.9961 (1316.6438) grad_norm 230.9121 (281.0896) embed_mse 1388.9017 (1315.5391) mask_bce 0.2320 (0.2510) mask_dice 0.8623 (0.8536) mem 21940MB +[2025-12-25 03:06:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][630/1573] eta 0:14:04 lr 0.000045 time 0.4162 (0.8959) loss 1305.5712 (1316.6753) grad_norm 190.3423 (279.9261) embed_mse 1304.5013 (1315.5708) mask_bce 0.2020 (0.2509) mask_dice 0.8678 (0.8536) mem 21940MB +[2025-12-25 03:06:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][640/1573] eta 0:14:01 lr 0.000045 time 0.4145 (0.9018) loss 1263.2500 (1316.5579) grad_norm 234.8216 (280.0410) embed_mse 1262.1376 (1315.4534) mask_bce 0.2759 (0.2509) mask_dice 0.8366 (0.8536) mem 21940MB +[2025-12-25 03:06:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][650/1573] eta 0:13:56 lr 0.000045 time 0.4270 (0.9058) loss 1307.0430 (1316.3683) grad_norm 202.8552 (279.0880) embed_mse 1305.9104 (1315.2636) mask_bce 0.2628 (0.2511) mask_dice 0.8698 (0.8537) mem 21940MB +[2025-12-25 03:06:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][660/1573] eta 0:13:47 lr 0.000045 time 0.4285 (0.9067) loss 1303.1377 (1316.6401) grad_norm 223.9350 (278.4154) embed_mse 1302.0540 (1315.5356) mask_bce 0.2188 (0.2509) mask_dice 0.8650 (0.8537) mem 21940MB +[2025-12-25 03:06:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][670/1573] eta 0:13:33 lr 0.000045 time 0.4387 (0.9007) loss 1388.9064 (1316.9609) grad_norm 258.2487 (278.1725) embed_mse 1387.7997 (1315.8562) mask_bce 0.2603 (0.2509) mask_dice 0.8463 (0.8538) mem 21940MB +[2025-12-25 03:06:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][680/1573] eta 0:13:24 lr 0.000045 time 0.4155 (0.9007) loss 1317.8306 (1316.8219) grad_norm 236.3871 (278.3553) embed_mse 1316.7596 (1315.7171) mask_bce 0.2208 (0.2511) mask_dice 0.8501 (0.8537) mem 21940MB +[2025-12-25 03:07:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][690/1573] eta 0:13:11 lr 0.000045 time 0.4251 (0.8963) loss 1290.5106 (1316.7842) grad_norm 235.9235 (277.8620) embed_mse 1289.4233 (1315.6791) mask_bce 0.2574 (0.2515) mask_dice 0.8298 (0.8536) mem 21940MB +[2025-12-25 03:07:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][700/1573] eta 0:13:05 lr 0.000045 time 0.4265 (0.8999) loss 1357.4022 (1316.9833) grad_norm 195.8417 (276.9192) embed_mse 1356.2792 (1315.8781) mask_bce 0.2669 (0.2516) mask_dice 0.8561 (0.8536) mem 21940MB +[2025-12-25 03:07:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][710/1573] eta 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grad_norm 459.4303 (276.1804) embed_mse 1288.0596 (1315.7883) mask_bce 0.2440 (0.2517) mask_dice 0.8521 (0.8536) mem 21940MB +[2025-12-25 03:07:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][750/1573] eta 0:12:09 lr 0.000045 time 0.4134 (0.8866) loss 1321.7402 (1316.9585) grad_norm 478.4820 (278.3557) embed_mse 1320.6135 (1315.8533) mask_bce 0.2769 (0.2517) mask_dice 0.8498 (0.8536) mem 21940MB +[2025-12-25 03:08:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][760/1573] eta 0:12:07 lr 0.000045 time 8.7853 (0.8951) loss 1342.5544 (1317.0325) grad_norm 247.6799 (277.7660) embed_mse 1341.4640 (1315.9274) mask_bce 0.2323 (0.2515) mask_dice 0.8582 (0.8536) mem 21940MB +[2025-12-25 03:08:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][770/1573] eta 0:11:54 lr 0.000045 time 0.4193 (0.8897) loss 1337.2374 (1317.1071) grad_norm 208.9171 (277.0489) embed_mse 1336.1354 (1316.0020) mask_bce 0.2427 (0.2516) mask_dice 0.8594 (0.8536) mem 21940MB +[2025-12-25 03:08:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][780/1573] eta 0:11:49 lr 0.000045 time 0.4203 (0.8950) loss 1387.1593 (1317.2873) grad_norm 167.9237 (275.9238) embed_mse 1386.0624 (1316.1820) mask_bce 0.2241 (0.2516) mask_dice 0.8729 (0.8537) mem 21940MB +[2025-12-25 03:08:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][790/1573] eta 0:11:39 lr 0.000045 time 0.4161 (0.8927) loss 1376.6239 (1317.3294) grad_norm 188.7892 (275.0347) embed_mse 1375.5168 (1316.2242) mask_bce 0.2538 (0.2513) mask_dice 0.8533 (0.8539) mem 21940MB +[2025-12-25 03:08:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][800/1573] eta 0:11:28 lr 0.000044 time 2.0507 (0.8907) loss 1297.9928 (1317.1706) grad_norm 421.1147 (276.9206) embed_mse 1296.8727 (1316.0654) mask_bce 0.2768 (0.2513) mask_dice 0.8432 (0.8538) mem 21940MB +[2025-12-25 03:08:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][810/1573] eta 0:11:18 lr 0.000044 time 0.4191 (0.8889) loss 1263.3508 (1316.8189) grad_norm 286.4196 (277.0147) embed_mse 1262.2532 (1315.7139) mask_bce 0.2537 (0.2512) mask_dice 0.8440 (0.8538) mem 21940MB +[2025-12-25 03:08:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][820/1573] eta 0:11:12 lr 0.000044 time 0.4173 (0.8931) loss 1328.0175 (1316.6052) grad_norm 266.9751 (276.9163) embed_mse 1326.9258 (1315.5003) mask_bce 0.2281 (0.2510) mask_dice 0.8636 (0.8539) mem 21940MB +[2025-12-25 03:09:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][830/1573] eta 0:11:00 lr 0.000044 time 0.4142 (0.8893) loss 1275.5396 (1316.7721) grad_norm 411.2017 (278.2200) embed_mse 1274.4657 (1315.6671) mask_bce 0.2238 (0.2512) mask_dice 0.8501 (0.8538) mem 21940MB +[2025-12-25 03:09:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][840/1573] eta 0:10:53 lr 0.000044 time 0.4198 (0.8913) loss 1328.6986 (1316.8964) grad_norm 349.2231 (278.4921) embed_mse 1327.6044 (1315.7915) mask_bce 0.2313 (0.2512) mask_dice 0.8629 (0.8537) mem 21940MB +[2025-12-25 03:09:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][850/1573] eta 0:10:42 lr 0.000044 time 0.4133 (0.8881) loss 1394.3828 (1316.9286) grad_norm 172.6872 (277.4940) embed_mse 1393.1959 (1315.8237) mask_bce 0.3174 (0.2511) mask_dice 0.8694 (0.8538) mem 21940MB +[2025-12-25 03:09:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][860/1573] eta 0:10:30 lr 0.000044 time 0.4177 (0.8844) loss 1266.6414 (1317.0187) grad_norm 224.3568 (276.9973) embed_mse 1265.5410 (1315.9139) mask_bce 0.2306 (0.2510) mask_dice 0.8698 (0.8538) mem 21940MB +[2025-12-25 03:09:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][870/1573] eta 0:10:21 lr 0.000044 time 0.4290 (0.8835) loss 1293.6132 (1316.7887) grad_norm 206.9569 (276.3488) embed_mse 1292.5322 (1315.6837) mask_bce 0.2454 (0.2513) mask_dice 0.8356 (0.8537) mem 21940MB +[2025-12-25 03:09:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][880/1573] eta 0:10:12 lr 0.000044 time 0.4173 (0.8840) loss 1372.4163 (1316.8238) grad_norm 328.7730 (276.7669) embed_mse 1371.3096 (1315.7188) mask_bce 0.2631 (0.2513) mask_dice 0.8436 (0.8537) mem 21940MB +[2025-12-25 03:09:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][890/1573] eta 0:10:08 lr 0.000044 time 0.4144 (0.8907) loss 1288.0159 (1316.6844) grad_norm 206.1643 (276.1309) embed_mse 1286.9451 (1315.5795) mask_bce 0.2046 (0.2513) mask_dice 0.8662 (0.8536) mem 21940MB +[2025-12-25 03:10:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][900/1573] eta 0:09:57 lr 0.000044 time 0.4545 (0.8884) loss 1280.2251 (1316.7467) grad_norm 300.1127 (276.3450) embed_mse 1279.1228 (1315.6418) mask_bce 0.2721 (0.2512) mask_dice 0.8302 (0.8537) mem 21940MB +[2025-12-25 03:10:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][910/1573] eta 0:09:51 lr 0.000044 time 7.0849 (0.8925) loss 1234.6498 (1316.4766) grad_norm 346.7754 (276.9683) embed_mse 1233.5094 (1315.3717) mask_bce 0.2847 (0.2512) mask_dice 0.8557 (0.8537) mem 21940MB +[2025-12-25 03:10:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][920/1573] eta 0:09:43 lr 0.000044 time 0.4262 (0.8940) loss 1262.4303 (1316.4212) grad_norm 199.2671 (275.7146) embed_mse 1261.3477 (1315.3165) mask_bce 0.2078 (0.2510) mask_dice 0.8749 (0.8537) mem 21940MB +[2025-12-25 03:10:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][930/1573] eta 0:09:35 lr 0.000044 time 0.4202 (0.8945) loss 1225.1034 (1316.3156) grad_norm 194.4432 (275.0139) embed_mse 1224.0096 (1315.2109) mask_bce 0.2398 (0.2509) mask_dice 0.8540 (0.8537) mem 21940MB +[2025-12-25 03:10:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][940/1573] eta 0:09:26 lr 0.000044 time 0.4172 (0.8944) loss 1289.4563 (1316.3933) grad_norm 236.1045 (274.6814) embed_mse 1288.3644 (1315.2887) mask_bce 0.2256 (0.2508) mask_dice 0.8663 (0.8538) mem 21940MB +[2025-12-25 03:10:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][950/1573] eta 0:09:17 lr 0.000044 time 0.4206 (0.8946) loss 1302.8206 (1316.2889) grad_norm 347.9248 (275.3021) embed_mse 1301.6648 (1315.1843) mask_bce 0.3004 (0.2508) mask_dice 0.8553 (0.8539) mem 21940MB +[2025-12-25 03:10:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][960/1573] eta 0:09:06 lr 0.000044 time 0.4154 (0.8914) loss 1320.6483 (1316.3926) grad_norm 197.9585 (274.4058) embed_mse 1319.5494 (1315.2879) mask_bce 0.2551 (0.2508) mask_dice 0.8438 (0.8539) mem 21940MB +[2025-12-25 03:11:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][970/1573] eta 0:08:59 lr 0.000044 time 0.4393 (0.8945) loss 1296.6440 (1316.2979) grad_norm 351.8831 (275.0461) embed_mse 1295.5472 (1315.1933) mask_bce 0.2385 (0.2508) mask_dice 0.8582 (0.8539) mem 21940MB +[2025-12-25 03:11:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][980/1573] eta 0:08:49 lr 0.000044 time 0.4149 (0.8925) loss 1346.0121 (1316.4216) grad_norm 203.1967 (274.4572) embed_mse 1344.9001 (1315.3170) mask_bce 0.2453 (0.2507) mask_dice 0.8668 (0.8539) mem 21940MB +[2025-12-25 03:11:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][990/1573] eta 0:08:48 lr 0.000044 time 0.4265 (0.9057) loss 1329.1873 (1316.2649) grad_norm 321.3361 (274.8383) embed_mse 1328.0188 (1315.1603) mask_bce 0.3002 (0.2506) mask_dice 0.8683 (0.8540) mem 21940MB +[2025-12-25 03:11:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1000/1573] eta 0:08:42 lr 0.000044 time 0.4144 (0.9121) loss 1274.4282 (1316.0937) grad_norm 341.1173 (276.1572) embed_mse 1273.2719 (1314.9891) mask_bce 0.3263 (0.2506) mask_dice 0.8300 (0.8540) mem 21940MB +[2025-12-25 03:12:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1010/1573] eta 0:08:33 lr 0.000044 time 0.4240 (0.9118) loss 1291.6113 (1315.7760) grad_norm 342.7254 (276.6855) embed_mse 1290.5105 (1314.6715) mask_bce 0.2550 (0.2506) mask_dice 0.8458 (0.8539) mem 21940MB +[2025-12-25 03:12:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1020/1573] eta 0:08:23 lr 0.000044 time 0.4376 (0.9111) loss 1345.5094 (1315.6985) grad_norm 165.5976 (275.8108) embed_mse 1344.4186 (1314.5940) mask_bce 0.2357 (0.2507) mask_dice 0.8551 (0.8539) mem 21940MB +[2025-12-25 03:12:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1030/1573] eta 0:08:17 lr 0.000044 time 2.7896 (0.9171) loss 1264.5830 (1315.5260) grad_norm 180.5387 (275.0665) embed_mse 1263.4865 (1314.4214) mask_bce 0.2480 (0.2507) mask_dice 0.8485 (0.8539) mem 21940MB +[2025-12-25 03:12:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1040/1573] eta 0:08:09 lr 0.000044 time 0.4177 (0.9175) loss 1324.8458 (1315.5525) grad_norm 336.8589 (274.7316) embed_mse 1323.7324 (1314.4479) mask_bce 0.2793 (0.2507) mask_dice 0.8341 (0.8539) mem 21940MB +[2025-12-25 03:12:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1050/1573] eta 0:08:00 lr 0.000044 time 0.4181 (0.9184) loss 1274.0906 (1315.4280) grad_norm 383.9898 (275.5656) embed_mse 1272.9991 (1314.3234) mask_bce 0.2398 (0.2508) mask_dice 0.8517 (0.8538) mem 21940MB +[2025-12-25 03:12:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1060/1573] eta 0:07:51 lr 0.000044 time 0.4179 (0.9186) loss 1333.2039 (1315.3650) grad_norm 266.4487 (275.4966) embed_mse 1332.0957 (1314.2604) mask_bce 0.2693 (0.2509) mask_dice 0.8389 (0.8538) mem 21940MB +[2025-12-25 03:13:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1070/1573] eta 0:07:41 lr 0.000044 time 2.5292 (0.9174) loss 1390.0265 (1315.2739) grad_norm 216.4279 (275.0524) embed_mse 1388.9229 (1314.1693) mask_bce 0.2559 (0.2508) mask_dice 0.8478 (0.8538) mem 21940MB +[2025-12-25 03:13:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1080/1573] eta 0:07:31 lr 0.000044 time 0.4478 (0.9167) loss 1327.6576 (1315.3121) grad_norm 195.6574 (273.7486) embed_mse 1326.5731 (1314.2075) mask_bce 0.2219 (0.2508) mask_dice 0.8626 (0.8538) mem 21940MB +[2025-12-25 03:13:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1090/1573] eta 0:07:23 lr 0.000044 time 0.4178 (0.9190) loss 1292.4331 (1315.1674) grad_norm 208.7756 (273.2709) embed_mse 1291.3438 (1314.0628) mask_bce 0.2342 (0.2509) mask_dice 0.8552 (0.8538) mem 21940MB +[2025-12-25 03:13:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1100/1573] eta 0:07:14 lr 0.000044 time 1.8016 (0.9190) loss 1236.8365 (1315.2015) grad_norm 322.1684 (273.6278) embed_mse 1235.7437 (1314.0968) mask_bce 0.2527 (0.2509) mask_dice 0.8402 (0.8538) mem 21940MB +[2025-12-25 03:13:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1110/1573] eta 0:07:07 lr 0.000044 time 3.3783 (0.9236) loss 1324.0414 (1315.2074) grad_norm 209.5432 (273.1635) embed_mse 1322.9189 (1314.1024) mask_bce 0.2840 (0.2511) mask_dice 0.8384 (0.8538) mem 21940MB +[2025-12-25 03:13:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1120/1573] eta 0:06:59 lr 0.000044 time 0.4180 (0.9255) loss 1313.3545 (1315.2739) grad_norm 260.5865 (273.1372) embed_mse 1312.2441 (1314.1691) mask_bce 0.2759 (0.2510) mask_dice 0.8344 (0.8538) mem 21940MB +[2025-12-25 03:14:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1130/1573] eta 0:06:48 lr 0.000044 time 0.4165 (0.9223) loss 1335.0922 (1315.3725) grad_norm 265.1477 (273.0806) embed_mse 1333.9625 (1314.2677) mask_bce 0.2917 (0.2510) mask_dice 0.8379 (0.8538) mem 21940MB +[2025-12-25 03:14:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1140/1573] eta 0:06:39 lr 0.000044 time 0.4147 (0.9224) loss 1314.9709 (1315.4643) grad_norm 270.4874 (273.0623) embed_mse 1313.8629 (1314.3595) mask_bce 0.2632 (0.2510) mask_dice 0.8448 (0.8538) mem 21940MB +[2025-12-25 03:14:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1150/1573] eta 0:06:33 lr 0.000044 time 6.3032 (0.9300) loss 1369.2493 (1315.2371) grad_norm 218.4847 (272.6807) embed_mse 1368.1357 (1314.1322) mask_bce 0.2409 (0.2510) mask_dice 0.8726 (0.8538) mem 21940MB +[2025-12-25 03:14:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1160/1573] eta 0:06:23 lr 0.000044 time 0.4169 (0.9292) loss 1326.1527 (1315.4512) grad_norm 203.9940 (271.5403) embed_mse 1325.0614 (1314.3465) mask_bce 0.2689 (0.2510) mask_dice 0.8224 (0.8537) mem 21940MB +[2025-12-25 03:14:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1170/1573] eta 0:06:15 lr 0.000044 time 0.4210 (0.9328) loss 1329.5969 (1315.5226) grad_norm 267.7314 (271.5143) embed_mse 1328.5291 (1314.4178) mask_bce 0.1809 (0.2511) mask_dice 0.8870 (0.8537) mem 21940MB +[2025-12-25 03:14:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1180/1573] eta 0:06:04 lr 0.000044 time 0.4234 (0.9284) loss 1318.1530 (1315.5296) grad_norm 319.5633 (271.8411) embed_mse 1317.0625 (1314.4246) mask_bce 0.2434 (0.2514) mask_dice 0.8471 (0.8536) mem 21940MB +[2025-12-25 03:15:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1190/1573] eta 0:05:56 lr 0.000044 time 0.4142 (0.9295) loss 1318.8353 (1315.5691) grad_norm 182.6026 (271.2382) embed_mse 1317.7411 (1314.4642) mask_bce 0.2270 (0.2512) mask_dice 0.8673 (0.8537) mem 21940MB +[2025-12-25 03:15:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1200/1573] eta 0:05:47 lr 0.000044 time 0.4183 (0.9319) loss 1319.0591 (1315.5735) grad_norm 267.0437 (271.3695) embed_mse 1317.8561 (1314.4686) mask_bce 0.3412 (0.2512) mask_dice 0.8618 (0.8537) mem 21940MB +[2025-12-25 03:15:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1210/1573] eta 0:05:38 lr 0.000044 time 0.4167 (0.9313) loss 1321.9225 (1315.5845) grad_norm 241.0718 (271.1689) embed_mse 1320.8320 (1314.4795) mask_bce 0.2396 (0.2513) mask_dice 0.8508 (0.8537) mem 21940MB +[2025-12-25 03:15:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1220/1573] eta 0:05:29 lr 0.000044 time 0.4197 (0.9330) loss 1273.4830 (1315.4791) grad_norm 246.8959 (271.0092) embed_mse 1272.3984 (1314.3741) mask_bce 0.2412 (0.2513) mask_dice 0.8433 (0.8536) mem 21940MB +[2025-12-25 03:15:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1230/1573] eta 0:05:20 lr 0.000044 time 0.4584 (0.9350) loss 1244.2026 (1315.2760) grad_norm 220.7664 (270.6808) embed_mse 1243.1135 (1314.1711) mask_bce 0.2345 (0.2513) mask_dice 0.8546 (0.8536) mem 21940MB +[2025-12-25 03:16:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1240/1573] eta 0:05:11 lr 0.000044 time 0.4159 (0.9358) loss 1351.2847 (1315.3276) grad_norm 209.0894 (271.2191) embed_mse 1350.1909 (1314.2228) mask_bce 0.2490 (0.2512) mask_dice 0.8448 (0.8536) mem 21940MB +[2025-12-25 03:16:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1250/1573] eta 0:05:02 lr 0.000044 time 0.4167 (0.9366) loss 1281.3401 (1315.3412) grad_norm 313.3527 (271.4892) embed_mse 1280.1730 (1314.2365) mask_bce 0.2976 (0.2511) mask_dice 0.8696 (0.8536) mem 21940MB +[2025-12-25 03:16:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1260/1573] eta 0:04:53 lr 0.000044 time 0.4124 (0.9380) loss 1360.7185 (1315.3146) grad_norm 238.2716 (271.2776) embed_mse 1359.6006 (1314.2098) mask_bce 0.2730 (0.2513) mask_dice 0.8449 (0.8536) mem 21940MB +[2025-12-25 03:16:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1270/1573] eta 0:04:47 lr 0.000044 time 0.4172 (0.9486) loss 1284.4674 (1315.1720) grad_norm 188.3619 (270.7528) embed_mse 1283.3638 (1314.0671) mask_bce 0.2573 (0.2512) mask_dice 0.8463 (0.8537) mem 21940MB +[2025-12-25 03:16:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1280/1573] eta 0:04:36 lr 0.000044 time 0.4191 (0.9445) loss 1293.6562 (1315.2662) grad_norm 290.3134 (270.4455) embed_mse 1292.5757 (1314.1614) mask_bce 0.2210 (0.2511) mask_dice 0.8596 (0.8537) mem 21940MB +[2025-12-25 03:17:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1290/1573] eta 0:04:27 lr 0.000044 time 0.4177 (0.9461) loss 1281.9413 (1315.3195) grad_norm 350.4157 (270.9422) embed_mse 1280.8453 (1314.2147) mask_bce 0.2421 (0.2512) mask_dice 0.8539 (0.8537) mem 21940MB +[2025-12-25 03:17:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1300/1573] eta 0:04:18 lr 0.000044 time 0.4156 (0.9466) loss 1343.8987 (1315.4318) grad_norm 165.8418 (270.2934) embed_mse 1342.7980 (1314.3269) mask_bce 0.2665 (0.2512) mask_dice 0.8342 (0.8537) mem 21940MB +[2025-12-25 03:17:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1310/1573] eta 0:04:10 lr 0.000044 time 8.7953 (0.9533) loss 1311.5281 (1315.5054) grad_norm 284.9610 (270.3834) embed_mse 1310.4198 (1314.4004) mask_bce 0.2550 (0.2513) mask_dice 0.8533 (0.8537) mem 21940MB +[2025-12-25 03:17:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1320/1573] eta 0:04:01 lr 0.000044 time 0.4211 (0.9540) loss 1306.5004 (1315.2658) grad_norm 225.3771 (270.0149) embed_mse 1305.3583 (1314.1609) mask_bce 0.3353 (0.2513) mask_dice 0.8069 (0.8537) mem 21940MB +[2025-12-25 03:17:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1330/1573] eta 0:03:51 lr 0.000044 time 0.4168 (0.9516) loss 1297.9807 (1315.0910) grad_norm 246.9339 (269.8759) embed_mse 1296.8765 (1313.9861) mask_bce 0.2563 (0.2512) mask_dice 0.8479 (0.8536) mem 21940MB +[2025-12-25 03:18:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1340/1573] eta 0:03:42 lr 0.000044 time 0.4448 (0.9565) loss 1291.2993 (1315.0919) grad_norm 241.5830 (269.7065) embed_mse 1290.1888 (1313.9871) mask_bce 0.2742 (0.2512) mask_dice 0.8363 (0.8536) mem 21940MB +[2025-12-25 03:18:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1350/1573] eta 0:03:33 lr 0.000044 time 0.4180 (0.9577) loss 1291.5795 (1315.0699) grad_norm 404.7114 (270.5100) embed_mse 1290.4795 (1313.9649) mask_bce 0.2312 (0.2513) mask_dice 0.8688 (0.8536) mem 21940MB +[2025-12-25 03:18:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1360/1573] eta 0:03:24 lr 0.000044 time 0.4291 (0.9588) loss 1365.2627 (1315.0956) grad_norm 280.9425 (270.8692) embed_mse 1364.1611 (1313.9907) mask_bce 0.2490 (0.2513) mask_dice 0.8525 (0.8536) mem 21940MB +[2025-12-25 03:18:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1370/1573] eta 0:03:14 lr 0.000044 time 0.4157 (0.9564) loss 1311.3856 (1315.1096) grad_norm 183.2040 (270.3565) embed_mse 1310.2909 (1314.0047) mask_bce 0.2567 (0.2513) mask_dice 0.8380 (0.8536) mem 21940MB +[2025-12-25 03:18:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1380/1573] eta 0:03:06 lr 0.000044 time 0.4350 (0.9637) loss 1413.9061 (1315.1227) grad_norm 196.5140 (269.9272) embed_mse 1412.7821 (1314.0178) mask_bce 0.2833 (0.2513) mask_dice 0.8407 (0.8535) mem 21940MB +[2025-12-25 03:19:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1390/1573] eta 0:02:56 lr 0.000044 time 0.4174 (0.9658) loss 1269.1149 (1315.1045) grad_norm 226.7277 (269.6775) embed_mse 1268.0172 (1313.9996) mask_bce 0.2530 (0.2514) mask_dice 0.8446 (0.8535) mem 21940MB +[2025-12-25 03:19:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1400/1573] eta 0:02:47 lr 0.000044 time 0.4190 (0.9667) loss 1389.1364 (1315.0548) grad_norm 367.7766 (270.7884) embed_mse 1388.0499 (1313.9499) mask_bce 0.2417 (0.2514) mask_dice 0.8447 (0.8535) mem 21940MB +[2025-12-25 03:19:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1410/1573] eta 0:02:36 lr 0.000044 time 0.4221 (0.9628) loss 1306.9045 (1314.9428) grad_norm 229.9037 (270.5562) embed_mse 1305.8198 (1313.8377) mask_bce 0.2158 (0.2516) mask_dice 0.8689 (0.8535) mem 21940MB +[2025-12-25 03:19:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1420/1573] eta 0:02:28 lr 0.000044 time 0.4235 (0.9716) loss 1262.3112 (1314.7452) grad_norm 336.2602 (270.9273) embed_mse 1261.2032 (1313.6400) mask_bce 0.2613 (0.2517) mask_dice 0.8467 (0.8535) mem 21940MB +[2025-12-25 03:19:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1430/1573] eta 0:02:19 lr 0.000044 time 0.4231 (0.9728) loss 1284.6119 (1314.6012) grad_norm 187.8020 (270.4604) embed_mse 1283.5233 (1313.4961) mask_bce 0.2481 (0.2516) mask_dice 0.8404 (0.8535) mem 21940MB +[2025-12-25 03:20:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1440/1573] eta 0:02:09 lr 0.000044 time 0.5357 (0.9718) loss 1347.3828 (1314.5841) grad_norm 476.8138 (271.7744) embed_mse 1346.3033 (1313.4790) mask_bce 0.2346 (0.2516) mask_dice 0.8449 (0.8535) mem 21940MB +[2025-12-25 03:20:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1450/1573] eta 0:02:00 lr 0.000044 time 0.4191 (0.9757) loss 1274.5432 (1314.4401) grad_norm 275.4787 (271.7949) embed_mse 1273.4539 (1313.3350) mask_bce 0.2379 (0.2516) mask_dice 0.8514 (0.8535) mem 21940MB +[2025-12-25 03:20:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1460/1573] eta 0:01:50 lr 0.000044 time 0.4192 (0.9817) loss 1286.7229 (1314.5459) grad_norm 293.7367 (271.9154) embed_mse 1285.6143 (1313.4409) mask_bce 0.2747 (0.2516) mask_dice 0.8339 (0.8535) mem 21940MB +[2025-12-25 03:20:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1470/1573] eta 0:01:41 lr 0.000044 time 0.4170 (0.9829) loss 1322.3866 (1314.4644) grad_norm 244.3085 (271.7646) embed_mse 1321.3051 (1313.3593) mask_bce 0.2140 (0.2515) mask_dice 0.8675 (0.8535) mem 21940MB +[2025-12-25 03:20:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1480/1573] eta 0:01:31 lr 0.000044 time 0.4996 (0.9796) loss 1313.0374 (1314.4859) grad_norm 230.1142 (271.0693) embed_mse 1311.9066 (1313.3810) mask_bce 0.2945 (0.2515) mask_dice 0.8362 (0.8535) mem 21940MB +[2025-12-25 03:21:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1490/1573] eta 0:01:21 lr 0.000044 time 0.4157 (0.9795) loss 1275.0453 (1314.4133) grad_norm 405.2899 (271.7909) embed_mse 1273.9447 (1313.3084) mask_bce 0.2491 (0.2514) mask_dice 0.8516 (0.8535) mem 21940MB +[2025-12-25 03:21:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1500/1573] eta 0:01:11 lr 0.000044 time 0.4226 (0.9829) loss 1333.5905 (1314.3037) grad_norm 313.7849 (272.0155) embed_mse 1332.4993 (1313.1988) mask_bce 0.2526 (0.2514) mask_dice 0.8386 (0.8535) mem 21940MB +[2025-12-25 03:21:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1510/1573] eta 0:01:01 lr 0.000044 time 0.4197 (0.9836) loss 1245.9041 (1314.3033) grad_norm 219.9560 (271.7386) embed_mse 1244.7950 (1313.1985) mask_bce 0.2735 (0.2513) mask_dice 0.8355 (0.8535) mem 21940MB +[2025-12-25 03:21:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1520/1573] eta 0:00:52 lr 0.000044 time 2.9474 (0.9820) loss 1304.2003 (1314.4174) grad_norm 158.9169 (270.6677) embed_mse 1303.0992 (1313.3126) mask_bce 0.2401 (0.2512) mask_dice 0.8609 (0.8535) mem 21940MB +[2025-12-25 03:21:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1530/1573] eta 0:00:42 lr 0.000044 time 0.4139 (0.9806) loss 1333.9312 (1314.4031) grad_norm 390.5941 (271.2956) embed_mse 1332.8007 (1313.2983) mask_bce 0.2840 (0.2512) mask_dice 0.8466 (0.8535) mem 21940MB +[2025-12-25 03:21:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1540/1573] eta 0:00:32 lr 0.000044 time 0.4625 (0.9824) loss 1279.3354 (1314.3810) grad_norm 379.4520 (271.8589) embed_mse 1278.2273 (1313.2761) mask_bce 0.2519 (0.2514) mask_dice 0.8561 (0.8535) mem 21940MB +[2025-12-25 03:22:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1550/1573] eta 0:00:22 lr 0.000044 time 0.4198 (0.9817) loss 1285.7819 (1314.4200) grad_norm 273.4415 (271.8671) embed_mse 1284.7164 (1313.3150) mask_bce 0.2097 (0.2514) mask_dice 0.8557 (0.8535) mem 21940MB +[2025-12-25 03:22:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1560/1573] eta 0:00:12 lr 0.000044 time 0.4165 (0.9856) loss 1347.7478 (1314.5703) grad_norm 167.6672 (270.9563) embed_mse 1346.6882 (1313.4654) mask_bce 0.1905 (0.2513) mask_dice 0.8691 (0.8536) mem 21940MB +[2025-12-25 03:22:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1570/1573] eta 0:00:02 lr 0.000044 time 0.4164 (0.9874) loss 1307.6935 (1314.5228) grad_norm 263.1511 (270.9164) embed_mse 1306.5940 (1313.4180) mask_bce 0.2228 (0.2512) mask_dice 0.8768 (0.8536) mem 21940MB +[2025-12-25 03:22:34 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 6 training takes 0:25:52 +[2025-12-25 03:22:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][0/1573] eta 2:41:52 lr 0.000044 time 6.1745 (6.1745) loss 1352.9324 (1352.9324) grad_norm 0.0000 (0.0000) embed_mse 1351.7954 (1351.7954) mask_bce 0.2954 (0.2954) mask_dice 0.8415 (0.8415) mem 21940MB +[2025-12-25 03:22:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][10/1573] eta 0:39:50 lr 0.000044 time 0.4200 (1.5297) loss 1352.9000 (1307.0899) grad_norm 259.6566 (259.6566) embed_mse 1351.7437 (1305.9776) mask_bce 0.2767 (0.2583) mask_dice 0.8796 (0.8540) mem 21940MB +[2025-12-25 03:22:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][20/1573] eta 0:30:49 lr 0.000044 time 0.4269 (1.1909) loss 1286.3038 (1311.3145) grad_norm 166.4924 (213.0745) embed_mse 1285.1897 (1310.2073) mask_bce 0.2885 (0.2574) mask_dice 0.8255 (0.8499) mem 21940MB +[2025-12-25 03:23:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][30/1573] eta 0:27:12 lr 0.000044 time 0.4215 (1.0581) loss 1293.5791 (1313.7223) grad_norm 162.1066 (196.0852) embed_mse 1292.5028 (1312.6152) mask_bce 0.2214 (0.2533) mask_dice 0.8549 (0.8538) mem 21940MB +[2025-12-25 03:23:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][40/1573] eta 0:27:09 lr 0.000044 time 0.4255 (1.0626) loss 1295.3444 (1317.8615) grad_norm 229.5601 (208.1508) embed_mse 1294.2643 (1316.7523) mask_bce 0.2231 (0.2537) mask_dice 0.8570 (0.8555) mem 21940MB +[2025-12-25 03:23:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][50/1573] eta 0:23:58 lr 0.000044 time 0.4270 (0.9447) loss 1247.6442 (1315.7388) grad_norm 227.9763 (211.4550) embed_mse 1246.5272 (1314.6337) mask_bce 0.2843 (0.2506) mask_dice 0.8327 (0.8546) mem 21940MB +[2025-12-25 03:23:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: 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(1310.9765) grad_norm 212.0108 (247.0815) embed_mse 1306.8466 (1309.8701) mask_bce 0.2850 (0.2541) mask_dice 0.8324 (0.8523) mem 21940MB +[2025-12-25 03:24:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][100/1573] eta 0:22:23 lr 0.000044 time 0.4182 (0.9118) loss 1331.4360 (1311.8456) grad_norm 348.8244 (255.5601) embed_mse 1330.3542 (1310.7404) mask_bce 0.2080 (0.2529) mask_dice 0.8737 (0.8522) mem 21940MB +[2025-12-25 03:24:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][110/1573] eta 0:23:13 lr 0.000044 time 0.4188 (0.9526) loss 1287.1909 (1313.7406) grad_norm 294.4214 (258.5495) embed_mse 1285.9396 (1312.6342) mask_bce 0.3841 (0.2539) mask_dice 0.8672 (0.8526) mem 21940MB +[2025-12-25 03:24:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][120/1573] eta 0:23:20 lr 0.000044 time 0.4209 (0.9638) loss 1323.0840 (1314.0428) grad_norm 177.1123 (249.9125) embed_mse 1321.9928 (1312.9360) mask_bce 0.2509 (0.2549) mask_dice 0.8402 (0.8518) mem 21940MB +[2025-12-25 03:24:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][130/1573] eta 0:22:46 lr 0.000044 time 2.4617 (0.9473) loss 1331.8805 (1313.4173) grad_norm 270.9931 (251.2300) embed_mse 1330.7759 (1312.3114) mask_bce 0.2676 (0.2542) mask_dice 0.8371 (0.8518) mem 21940MB +[2025-12-25 03:24:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][140/1573] eta 0:22:14 lr 0.000044 time 0.4190 (0.9315) loss 1351.2339 (1313.8343) grad_norm 308.9385 (254.6246) embed_mse 1350.1644 (1312.7289) mask_bce 0.1971 (0.2533) mask_dice 0.8723 (0.8521) mem 21940MB +[2025-12-25 03:24:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][150/1573] eta 0:21:39 lr 0.000044 time 2.1408 (0.9135) loss 1269.6113 (1313.3033) grad_norm 173.8278 (250.1359) embed_mse 1268.4993 (1312.1975) mask_bce 0.2632 (0.2538) mask_dice 0.8489 (0.8520) mem 21940MB +[2025-12-25 03:25:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][160/1573] eta 0:22:02 lr 0.000043 time 0.4189 (0.9362) loss 1324.7218 (1313.5400) grad_norm 184.1594 (252.5091) embed_mse 1323.6188 (1312.4336) mask_bce 0.2413 (0.2549) mask_dice 0.8617 (0.8514) mem 21940MB +[2025-12-25 03:25:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][170/1573] eta 0:21:11 lr 0.000043 time 0.4155 (0.9060) loss 1282.3075 (1314.6054) grad_norm 210.0617 (250.4878) embed_mse 1281.1975 (1313.4992) mask_bce 0.2575 (0.2548) mask_dice 0.8526 (0.8514) mem 21940MB +[2025-12-25 03:25:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][180/1573] eta 0:21:16 lr 0.000043 time 0.4400 (0.9164) loss 1309.8978 (1314.4159) grad_norm 260.8780 (250.9601) embed_mse 1308.7662 (1313.3088) mask_bce 0.2752 (0.2559) mask_dice 0.8564 (0.8512) mem 21940MB +[2025-12-25 03:25:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][190/1573] eta 0:21:03 lr 0.000043 time 0.4162 (0.9137) loss 1286.3719 (1313.3123) grad_norm 240.5954 (250.5094) embed_mse 1285.2800 (1312.2056) mask_bce 0.2303 (0.2554) mask_dice 0.8615 (0.8513) mem 21940MB +[2025-12-25 03:25:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][200/1573] eta 0:20:54 lr 0.000043 time 0.4140 (0.9136) loss 1326.7916 (1312.4197) grad_norm 317.9138 (251.7896) embed_mse 1325.6686 (1311.3138) mask_bce 0.2776 (0.2545) mask_dice 0.8455 (0.8513) mem 21940MB +[2025-12-25 03:25:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][210/1573] eta 0:20:19 lr 0.000043 time 0.4450 (0.8946) loss 1326.9011 (1312.2699) grad_norm 169.3565 (248.6191) embed_mse 1325.7727 (1311.1633) mask_bce 0.2955 (0.2553) mask_dice 0.8329 (0.8514) mem 21940MB +[2025-12-25 03:25:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][220/1573] eta 0:19:42 lr 0.000043 time 0.4200 (0.8742) loss 1331.4779 (1311.6638) grad_norm 299.1457 (250.4904) embed_mse 1330.3821 (1310.5577) mask_bce 0.1965 (0.2545) mask_dice 0.8993 (0.8516) mem 21940MB +[2025-12-25 03:25:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][230/1573] eta 0:19:33 lr 0.000043 time 0.4164 (0.8740) loss 1382.0281 (1311.4129) grad_norm 328.5398 (253.2779) embed_mse 1380.9497 (1310.3059) mask_bce 0.2078 (0.2555) mask_dice 0.8706 (0.8515) mem 21940MB +[2025-12-25 03:26:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][240/1573] eta 0:19:33 lr 0.000043 time 0.4261 (0.8803) loss 1363.5117 (1312.4100) grad_norm 301.3603 (259.7663) embed_mse 1362.4149 (1311.3034) mask_bce 0.2442 (0.2553) mask_dice 0.8527 (0.8513) mem 21940MB +[2025-12-25 03:26:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][250/1573] eta 0:19:25 lr 0.000043 time 0.4183 (0.8806) loss 1297.6384 (1312.6881) grad_norm 266.0667 (259.9695) embed_mse 1296.5406 (1311.5814) mask_bce 0.2453 (0.2552) mask_dice 0.8524 (0.8515) mem 21940MB +[2025-12-25 03:26:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][260/1573] eta 0:19:10 lr 0.000043 time 2.3597 (0.8765) loss 1305.6406 (1312.8870) grad_norm 241.5881 (259.3951) embed_mse 1304.5505 (1311.7809) mask_bce 0.2499 (0.2545) mask_dice 0.8402 (0.8517) mem 21940MB +[2025-12-25 03:26:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][270/1573] eta 0:19:09 lr 0.000043 time 2.3811 (0.8824) loss 1385.4906 (1313.0808) grad_norm 164.9999 (256.5346) embed_mse 1384.4017 (1311.9747) mask_bce 0.2318 (0.2545) mask_dice 0.8571 (0.8516) mem 21940MB +[2025-12-25 03:26:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][280/1573] eta 0:18:56 lr 0.000043 time 0.4184 (0.8791) loss 1306.8201 (1312.3140) grad_norm 436.1752 (260.4225) embed_mse 1305.7238 (1311.2083) mask_bce 0.2490 (0.2542) mask_dice 0.8474 (0.8515) mem 21940MB +[2025-12-25 03:26:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][290/1573] eta 0:18:57 lr 0.000043 time 0.4174 (0.8866) loss 1250.3523 (1312.3725) grad_norm 230.5783 (259.5935) embed_mse 1249.2443 (1311.2671) mask_bce 0.2699 (0.2542) mask_dice 0.8381 (0.8513) mem 21940MB +[2025-12-25 03:27:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][300/1573] eta 0:18:56 lr 0.000043 time 0.4533 (0.8930) loss 1307.1705 (1312.2806) grad_norm 352.7005 (262.1099) embed_mse 1306.0707 (1311.1754) mask_bce 0.2499 (0.2540) mask_dice 0.8500 (0.8513) mem 21940MB +[2025-12-25 03:27:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][310/1573] eta 0:18:39 lr 0.000043 time 0.4205 (0.8868) loss 1392.3755 (1312.0294) grad_norm 191.3026 (260.2466) embed_mse 1391.2720 (1310.9247) mask_bce 0.2267 (0.2529) mask_dice 0.8769 (0.8517) mem 21940MB +[2025-12-25 03:27:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][320/1573] eta 0:18:36 lr 0.000043 time 0.4412 (0.8909) loss 1325.5891 (1311.9665) grad_norm 343.1964 (261.6992) embed_mse 1324.4797 (1310.8621) mask_bce 0.2673 (0.2527) mask_dice 0.8422 (0.8517) mem 21940MB +[2025-12-25 03:27:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][330/1573] eta 0:18:23 lr 0.000043 time 0.4182 (0.8878) loss 1351.0325 (1312.1068) grad_norm 256.2273 (261.5657) embed_mse 1349.8959 (1311.0025) mask_bce 0.2976 (0.2523) mask_dice 0.8389 (0.8519) mem 21940MB +[2025-12-25 03:27:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][340/1573] eta 0:18:30 lr 0.000043 time 0.4193 (0.9004) loss 1238.8063 (1312.1431) grad_norm 255.3174 (261.4169) embed_mse 1237.7106 (1311.0388) mask_bce 0.2152 (0.2523) mask_dice 0.8805 (0.8521) mem 21940MB +[2025-12-25 03:27:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][350/1573] eta 0:18:04 lr 0.000043 time 0.4162 (0.8867) loss 1350.4491 (1312.5434) grad_norm 211.4558 (260.2550) embed_mse 1349.3348 (1311.4390) mask_bce 0.2639 (0.2522) mask_dice 0.8504 (0.8523) mem 21940MB +[2025-12-25 03:27:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][360/1573] eta 0:18:11 lr 0.000043 time 0.4189 (0.9001) loss 1344.9502 (1312.8612) grad_norm 174.4227 (256.9861) embed_mse 1343.8524 (1311.7567) mask_bce 0.2488 (0.2525) mask_dice 0.8490 (0.8521) mem 21940MB +[2025-12-25 03:28:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][370/1573] eta 0:18:01 lr 0.000043 time 0.4354 (0.8993) loss 1309.7946 (1312.5096) grad_norm 195.3511 (255.6462) embed_mse 1308.7123 (1311.4050) mask_bce 0.2249 (0.2523) mask_dice 0.8574 (0.8522) mem 21940MB +[2025-12-25 03:28:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][380/1573] eta 0:18:15 lr 0.000043 time 0.4164 (0.9181) loss 1305.4473 (1312.8349) grad_norm 232.8067 (255.1602) embed_mse 1304.3334 (1311.7303) mask_bce 0.2792 (0.2526) mask_dice 0.8347 (0.8521) mem 21940MB +[2025-12-25 03:28:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][390/1573] eta 0:18:01 lr 0.000043 time 0.4226 (0.9143) loss 1303.0021 (1312.9137) grad_norm 259.7894 (255.2567) embed_mse 1301.8976 (1311.8092) mask_bce 0.2722 (0.2524) mask_dice 0.8322 (0.8521) mem 21940MB +[2025-12-25 03:28:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][400/1573] eta 0:17:51 lr 0.000043 time 0.4250 (0.9139) loss 1309.7271 (1312.9335) grad_norm 169.8644 (256.4581) embed_mse 1308.6442 (1311.8290) mask_bce 0.2175 (0.2522) mask_dice 0.8654 (0.8523) mem 21940MB +[2025-12-25 03:28:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][410/1573] eta 0:17:32 lr 0.000043 time 0.4378 (0.9053) loss 1358.9579 (1313.5175) grad_norm 244.5782 (256.2252) embed_mse 1357.8654 (1312.4130) mask_bce 0.2594 (0.2521) mask_dice 0.8332 (0.8524) mem 21940MB +[2025-12-25 03:29:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][420/1573] eta 0:17:38 lr 0.000043 time 0.4199 (0.9182) loss 1257.9985 (1313.0631) grad_norm 226.0433 (255.6448) embed_mse 1256.8987 (1311.9587) mask_bce 0.2702 (0.2522) mask_dice 0.8296 (0.8522) mem 21940MB +[2025-12-25 03:29:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][430/1573] eta 0:17:31 lr 0.000043 time 0.4196 (0.9203) loss 1227.3577 (1312.9500) grad_norm 316.5974 (256.7948) embed_mse 1226.2759 (1311.8458) mask_bce 0.2241 (0.2517) mask_dice 0.8577 (0.8525) mem 21940MB +[2025-12-25 03:29:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][440/1573] eta 0:17:10 lr 0.000043 time 0.4326 (0.9092) loss 1301.6406 (1312.9437) grad_norm 177.7908 (254.4111) embed_mse 1300.5490 (1311.8395) mask_bce 0.2225 (0.2516) mask_dice 0.8691 (0.8525) mem 21940MB +[2025-12-25 03:29:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][450/1573] eta 0:16:53 lr 0.000043 time 0.4168 (0.9021) loss 1265.8468 (1312.5817) grad_norm 240.7162 (254.1665) embed_mse 1264.7314 (1311.4776) mask_bce 0.2518 (0.2516) mask_dice 0.8636 (0.8525) mem 21940MB +[2025-12-25 03:29:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][460/1573] eta 0:16:49 lr 0.000043 time 0.4181 (0.9070) loss 1275.5007 (1312.2765) grad_norm 192.0145 (253.0762) embed_mse 1274.4392 (1311.1724) mask_bce 0.2084 (0.2514) mask_dice 0.8532 (0.8526) mem 21940MB +[2025-12-25 03:29:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][470/1573] eta 0:16:47 lr 0.000043 time 0.4184 (0.9138) loss 1338.3065 (1312.6792) grad_norm 272.5056 (253.4111) embed_mse 1337.2310 (1311.5753) mask_bce 0.2160 (0.2511) mask_dice 0.8594 (0.8528) mem 21940MB +[2025-12-25 03:29:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][480/1573] eta 0:16:27 lr 0.000043 time 0.4275 (0.9036) loss 1305.8143 (1313.1027) grad_norm 323.0186 (254.7273) embed_mse 1304.6826 (1311.9989) mask_bce 0.2882 (0.2509) mask_dice 0.8435 (0.8529) mem 21940MB +[2025-12-25 03:29:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][490/1573] eta 0:16:21 lr 0.000043 time 0.4166 (0.9065) loss 1329.2677 (1312.9993) grad_norm 424.4004 (257.5089) embed_mse 1328.1663 (1311.8952) mask_bce 0.2440 (0.2511) mask_dice 0.8574 (0.8530) mem 21940MB +[2025-12-25 03:30:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][500/1573] eta 0:16:08 lr 0.000043 time 0.4455 (0.9023) loss 1322.9667 (1313.3556) grad_norm 177.8893 (256.2247) embed_mse 1321.8141 (1312.2514) mask_bce 0.2842 (0.2513) mask_dice 0.8684 (0.8529) mem 21940MB +[2025-12-25 03:30:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][510/1573] eta 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INFO Train: [7/30][640/1573] eta 0:14:41 lr 0.000043 time 0.4283 (0.9445) loss 1319.6957 (1314.0412) grad_norm 236.6987 (262.6149) embed_mse 1318.6146 (1312.9361) mask_bce 0.2320 (0.2524) mask_dice 0.8492 (0.8526) mem 21940MB +[2025-12-25 03:32:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][650/1573] eta 0:14:29 lr 0.000043 time 0.4180 (0.9419) loss 1342.5806 (1314.1323) grad_norm 430.6739 (264.6897) embed_mse 1341.4700 (1313.0272) mask_bce 0.2749 (0.2526) mask_dice 0.8357 (0.8526) mem 21940MB +[2025-12-25 03:33:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][660/1573] eta 0:14:30 lr 0.000043 time 2.9626 (0.9530) loss 1319.1366 (1313.8186) grad_norm 375.1833 (266.0372) embed_mse 1318.0157 (1312.7133) mask_bce 0.2713 (0.2527) mask_dice 0.8496 (0.8525) mem 21940MB +[2025-12-25 03:33:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][670/1573] eta 0:14:18 lr 0.000043 time 0.4443 (0.9510) loss 1293.1168 (1313.7794) grad_norm 202.1542 (265.2675) embed_mse 1292.0005 (1312.6741) mask_bce 0.2844 (0.2529) mask_dice 0.8319 (0.8524) mem 21940MB +[2025-12-25 03:33:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][680/1573] eta 0:14:02 lr 0.000043 time 0.4239 (0.9433) loss 1311.6754 (1314.0655) grad_norm 390.0732 (266.5671) embed_mse 1310.5671 (1312.9602) mask_bce 0.2448 (0.2529) mask_dice 0.8635 (0.8524) mem 21940MB +[2025-12-25 03:33:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][690/1573] eta 0:13:55 lr 0.000043 time 0.4176 (0.9461) loss 1324.2793 (1314.3162) grad_norm 319.3659 (267.1810) embed_mse 1323.1664 (1313.2106) mask_bce 0.2746 (0.2532) mask_dice 0.8383 (0.8523) mem 21940MB +[2025-12-25 03:33:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][700/1573] eta 0:13:39 lr 0.000043 time 0.4169 (0.9386) loss 1342.2465 (1314.5084) grad_norm 288.0632 (267.4211) embed_mse 1341.1543 (1313.4029) mask_bce 0.2330 (0.2531) mask_dice 0.8591 (0.8524) mem 21940MB +[2025-12-25 03:34:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][710/1573] eta 0:13:55 lr 0.000043 time 11.0623 (0.9680) loss 1263.4752 (1314.4442) grad_norm 330.1901 (268.1343) embed_mse 1262.3542 (1313.3387) mask_bce 0.2537 (0.2530) mask_dice 0.8673 (0.8525) mem 21940MB +[2025-12-25 03:34:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][720/1573] eta 0:13:39 lr 0.000043 time 0.4282 (0.9605) loss 1272.9500 (1314.1874) grad_norm 292.5975 (267.6971) embed_mse 1271.8390 (1313.0821) mask_bce 0.2627 (0.2528) mask_dice 0.8482 (0.8526) mem 21940MB +[2025-12-25 03:34:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][730/1573] eta 0:13:23 lr 0.000043 time 0.4164 (0.9531) loss 1288.6428 (1314.1673) grad_norm 272.0682 (267.7451) embed_mse 1287.5792 (1313.0620) mask_bce 0.1865 (0.2527) mask_dice 0.8770 (0.8526) mem 21940MB +[2025-12-25 03:34:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][740/1573] eta 0:13:15 lr 0.000043 time 0.4342 (0.9555) loss 1336.9772 (1314.1722) grad_norm 145.7785 (266.4194) embed_mse 1335.8905 (1313.0670) mask_bce 0.2314 (0.2525) mask_dice 0.8553 (0.8527) mem 21940MB +[2025-12-25 03:34:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][750/1573] eta 0:13:07 lr 0.000043 time 4.4539 (0.9567) loss 1313.6927 (1314.4742) grad_norm 321.0366 (267.0067) embed_mse 1312.5288 (1313.3691) mask_bce 0.3025 (0.2524) mask_dice 0.8614 (0.8528) mem 21940MB +[2025-12-25 03:34:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][760/1573] eta 0:13:03 lr 0.000043 time 0.4200 (0.9634) loss 1291.0769 (1314.6192) grad_norm 171.8398 (265.5408) embed_mse 1289.9868 (1313.5142) mask_bce 0.2442 (0.2523) mask_dice 0.8459 (0.8527) mem 21940MB +[2025-12-25 03:34:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][770/1573] eta 0:12:51 lr 0.000043 time 0.4234 (0.9604) loss 1303.1112 (1314.3183) grad_norm 176.6755 (264.6151) embed_mse 1302.0227 (1313.2126) mask_bce 0.2206 (0.2530) mask_dice 0.8679 (0.8528) mem 21940MB +[2025-12-25 03:35:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][780/1573] eta 0:12:39 lr 0.000043 time 0.4185 (0.9578) loss 1366.7733 (1314.5412) grad_norm 257.3566 (264.5403) embed_mse 1365.6892 (1313.4355) mask_bce 0.1960 (0.2530) mask_dice 0.8882 (0.8527) mem 21940MB +[2025-12-25 03:35:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][790/1573] eta 0:12:28 lr 0.000043 time 3.7305 (0.9565) loss 1316.9969 (1314.3956) grad_norm 205.2494 (263.9353) embed_mse 1315.8695 (1313.2899) mask_bce 0.2619 (0.2530) mask_dice 0.8655 (0.8527) mem 21940MB +[2025-12-25 03:35:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][800/1573] eta 0:12:22 lr 0.000043 time 0.4354 (0.9604) loss 1332.1381 (1314.3314) grad_norm 197.5273 (262.9699) embed_mse 1331.0468 (1313.2259) mask_bce 0.2499 (0.2529) mask_dice 0.8414 (0.8527) mem 21940MB +[2025-12-25 03:35:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][810/1573] eta 0:12:18 lr 0.000043 time 0.4236 (0.9682) loss 1268.4340 (1314.3576) grad_norm 291.2036 (263.2494) embed_mse 1267.3171 (1313.2521) mask_bce 0.2565 (0.2528) mask_dice 0.8603 (0.8526) mem 21940MB +[2025-12-25 03:35:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][820/1573] eta 0:12:09 lr 0.000043 time 0.4195 (0.9681) loss 1333.7101 (1314.5587) grad_norm 203.6548 (262.6652) embed_mse 1332.6099 (1313.4532) mask_bce 0.2322 (0.2527) mask_dice 0.8680 (0.8528) mem 21940MB +[2025-12-25 03:36:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][830/1573] eta 0:12:00 lr 0.000043 time 0.4295 (0.9703) loss 1334.9968 (1314.6066) grad_norm 178.0577 (261.8437) embed_mse 1333.8633 (1313.5013) mask_bce 0.2910 (0.2525) mask_dice 0.8425 (0.8529) mem 21940MB +[2025-12-25 03:36:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][840/1573] eta 0:11:51 lr 0.000043 time 0.4175 (0.9707) loss 1275.1627 (1314.4233) grad_norm 300.2720 (263.4406) embed_mse 1274.0474 (1313.3181) mask_bce 0.2320 (0.2523) mask_dice 0.8833 (0.8529) mem 21940MB +[2025-12-25 03:36:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][850/1573] eta 0:11:45 lr 0.000043 time 0.4366 (0.9752) loss 1380.8374 (1314.2460) grad_norm 357.5823 (264.3288) embed_mse 1379.7360 (1313.1411) mask_bce 0.2841 (0.2522) mask_dice 0.8174 (0.8528) mem 21940MB +[2025-12-25 03:36:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][860/1573] eta 0:11:32 lr 0.000043 time 0.4206 (0.9715) loss 1339.5345 (1314.2948) grad_norm 323.3294 (264.8802) embed_mse 1338.4246 (1313.1900) mask_bce 0.2600 (0.2521) mask_dice 0.8500 (0.8528) mem 21940MB +[2025-12-25 03:36:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][870/1573] eta 0:11:23 lr 0.000043 time 0.4200 (0.9727) loss 1327.8458 (1314.3406) grad_norm 268.0750 (264.9098) embed_mse 1326.7644 (1313.2358) mask_bce 0.2132 (0.2521) mask_dice 0.8682 (0.8527) mem 21940MB +[2025-12-25 03:36:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][880/1573] eta 0:11:12 lr 0.000043 time 0.4176 (0.9707) loss 1376.0607 (1314.4379) grad_norm 397.3423 (265.4518) embed_mse 1374.9524 (1313.3329) mask_bce 0.2555 (0.2524) mask_dice 0.8528 (0.8527) mem 21940MB +[2025-12-25 03:37:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][890/1573] eta 0:11:05 lr 0.000043 time 0.4245 (0.9740) loss 1331.6692 (1314.4267) grad_norm 484.3614 (267.4240) embed_mse 1330.5817 (1313.3217) mask_bce 0.2361 (0.2523) mask_dice 0.8515 (0.8526) mem 21940MB +[2025-12-25 03:37:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][900/1573] eta 0:10:54 lr 0.000043 time 0.4287 (0.9725) loss 1317.4053 (1314.4344) grad_norm 257.7059 (267.3372) embed_mse 1316.3318 (1313.3294) mask_bce 0.2285 (0.2524) mask_dice 0.8450 (0.8526) mem 21940MB +[2025-12-25 03:37:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][910/1573] eta 0:10:43 lr 0.000043 time 0.4334 (0.9703) loss 1266.6385 (1314.3497) grad_norm 286.5425 (267.5071) embed_mse 1265.5823 (1313.2447) mask_bce 0.2023 (0.2524) mask_dice 0.8539 (0.8526) mem 21940MB +[2025-12-25 03:37:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][920/1573] eta 0:10:40 lr 0.000043 time 0.4338 (0.9811) loss 1321.6350 (1314.4419) grad_norm 244.2204 (266.9632) embed_mse 1320.5092 (1313.3368) mask_bce 0.2918 (0.2526) mask_dice 0.8340 (0.8525) mem 21940MB +[2025-12-25 03:37:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][930/1573] eta 0:10:27 lr 0.000043 time 0.4358 (0.9766) loss 1330.7721 (1314.2621) grad_norm 232.7712 (266.6685) embed_mse 1329.6675 (1313.1571) mask_bce 0.2517 (0.2524) mask_dice 0.8530 (0.8525) mem 21940MB +[2025-12-25 03:37:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][940/1573] eta 0:10:17 lr 0.000043 time 0.4159 (0.9748) loss 1326.8826 (1314.2040) grad_norm 183.9336 (265.9613) embed_mse 1325.7225 (1313.0989) mask_bce 0.3344 (0.2527) mask_dice 0.8257 (0.8525) mem 21940MB +[2025-12-25 03:38:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][950/1573] eta 0:10:12 lr 0.000043 time 0.4582 (0.9839) loss 1307.7590 (1314.1014) grad_norm 272.8381 (266.0196) embed_mse 1306.6608 (1312.9964) mask_bce 0.2642 (0.2526) mask_dice 0.8341 (0.8524) mem 21940MB +[2025-12-25 03:38:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][960/1573] eta 0:10:01 lr 0.000043 time 0.4214 (0.9810) loss 1263.8468 (1314.0910) grad_norm 233.1582 (266.0812) embed_mse 1262.7510 (1312.9860) mask_bce 0.2560 (0.2526) mask_dice 0.8398 (0.8524) mem 21940MB +[2025-12-25 03:38:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][970/1573] eta 0:09:53 lr 0.000043 time 3.2528 (0.9835) loss 1365.1431 (1314.1563) grad_norm 190.7120 (265.4583) embed_mse 1364.0543 (1313.0514) mask_bce 0.2305 (0.2525) mask_dice 0.8583 (0.8523) mem 21940MB +[2025-12-25 03:38:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][980/1573] eta 0:09:45 lr 0.000043 time 0.4371 (0.9880) loss 1334.1404 (1314.1472) grad_norm 155.5099 (264.5570) embed_mse 1333.0608 (1313.0424) mask_bce 0.2383 (0.2524) mask_dice 0.8413 (0.8524) mem 21940MB +[2025-12-25 03:38:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][990/1573] eta 0:09:36 lr 0.000043 time 0.4510 (0.9884) loss 1352.2837 (1314.1953) grad_norm 358.6396 (265.3219) embed_mse 1351.1885 (1313.0905) mask_bce 0.2668 (0.2523) mask_dice 0.8284 (0.8524) mem 21940MB +[2025-12-25 03:39:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1000/1573] eta 0:09:26 lr 0.000043 time 0.4118 (0.9881) loss 1278.9436 (1314.0532) grad_norm 214.9850 (265.8719) embed_mse 1277.8185 (1312.9484) mask_bce 0.2969 (0.2525) mask_dice 0.8281 (0.8524) mem 21940MB +[2025-12-25 03:39:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1010/1573] eta 0:09:13 lr 0.000043 time 0.4868 (0.9835) loss 1354.1979 (1314.0484) grad_norm 273.7261 (265.9343) embed_mse 1353.0840 (1312.9435) mask_bce 0.2757 (0.2525) mask_dice 0.8381 (0.8524) mem 21940MB +[2025-12-25 03:39:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1020/1573] eta 0:09:05 lr 0.000043 time 0.4325 (0.9863) loss 1288.9043 (1313.9292) grad_norm 279.0092 (266.0372) embed_mse 1287.7893 (1312.8241) mask_bce 0.2887 (0.2527) mask_dice 0.8263 (0.8524) mem 21940MB +[2025-12-25 03:39:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1030/1573] eta 0:08:54 lr 0.000043 time 0.4587 (0.9852) loss 1288.4414 (1314.0956) grad_norm 283.3632 (266.1726) embed_mse 1287.3683 (1312.9905) mask_bce 0.2198 (0.2526) mask_dice 0.8533 (0.8525) mem 21940MB +[2025-12-25 03:39:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1040/1573] eta 0:08:50 lr 0.000042 time 8.7153 (0.9945) loss 1279.9473 (1314.0472) grad_norm 185.9137 (264.9672) embed_mse 1278.8651 (1312.9422) mask_bce 0.2206 (0.2525) mask_dice 0.8615 (0.8525) mem 21940MB +[2025-12-25 03:40:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1050/1573] eta 0:08:43 lr 0.000042 time 2.5881 (1.0001) loss 1360.1815 (1314.1608) grad_norm 290.2056 (265.1599) embed_mse 1359.0865 (1313.0558) mask_bce 0.2401 (0.2525) mask_dice 0.8549 (0.8525) mem 21940MB +[2025-12-25 03:40:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1060/1573] eta 0:08:31 lr 0.000042 time 0.4299 (0.9965) loss 1294.1830 (1314.0671) grad_norm 259.8864 (265.1199) embed_mse 1293.0721 (1312.9621) mask_bce 0.2711 (0.2525) mask_dice 0.8397 (0.8525) mem 21940MB +[2025-12-25 03:40:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1070/1573] eta 0:08:20 lr 0.000042 time 0.4243 (0.9958) loss 1342.1715 (1314.1133) grad_norm 197.2478 (264.6096) embed_mse 1341.0786 (1313.0083) mask_bce 0.2556 (0.2525) mask_dice 0.8373 (0.8525) mem 21940MB +[2025-12-25 03:40:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1080/1573] eta 0:08:08 lr 0.000042 time 0.4152 (0.9905) loss 1276.6807 (1314.0778) grad_norm 271.5009 (264.4378) embed_mse 1275.6077 (1312.9728) mask_bce 0.2385 (0.2525) mask_dice 0.8345 (0.8525) mem 21940MB +[2025-12-25 03:40:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1090/1573] eta 0:08:03 lr 0.000042 time 6.6019 (1.0007) loss 1244.6154 (1314.0393) grad_norm 289.1434 (264.6194) embed_mse 1243.4971 (1312.9343) mask_bce 0.2820 (0.2525) mask_dice 0.8363 (0.8525) mem 21940MB +[2025-12-25 03:40:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1100/1573] eta 0:07:52 lr 0.000042 time 0.4171 (0.9982) loss 1282.8500 (1313.9019) grad_norm 371.2856 (265.3980) embed_mse 1281.7455 (1312.7970) mask_bce 0.2298 (0.2524) mask_dice 0.8747 (0.8525) mem 21940MB +[2025-12-25 03:41:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1110/1573] eta 0:07:42 lr 0.000042 time 0.4199 (0.9985) loss 1402.2681 (1313.9337) grad_norm 211.3002 (265.0060) embed_mse 1401.1722 (1312.8287) mask_bce 0.2165 (0.2524) mask_dice 0.8794 (0.8525) mem 21940MB +[2025-12-25 03:41:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1120/1573] eta 0:07:33 lr 0.000042 time 0.4150 (1.0006) loss 1316.6614 (1313.9666) grad_norm 196.7363 (264.1757) embed_mse 1315.5686 (1312.8618) mask_bce 0.2581 (0.2523) mask_dice 0.8347 (0.8526) mem 21940MB +[2025-12-25 03:41:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1130/1573] eta 0:07:22 lr 0.000042 time 4.5299 (0.9991) loss 1324.3369 (1314.1326) grad_norm 208.5045 (263.7809) embed_mse 1323.2083 (1313.0278) mask_bce 0.2734 (0.2523) mask_dice 0.8552 (0.8525) mem 21940MB +[2025-12-25 03:41:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1140/1573] eta 0:07:12 lr 0.000042 time 2.8562 (0.9993) loss 1296.4796 (1314.2466) grad_norm 241.2790 (263.6224) embed_mse 1295.3798 (1313.1418) mask_bce 0.2291 (0.2521) mask_dice 0.8708 (0.8526) mem 21940MB +[2025-12-25 03:41:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1150/1573] eta 0:07:02 lr 0.000042 time 0.4137 (0.9978) loss 1330.6157 (1314.1450) grad_norm 345.4807 (264.1948) embed_mse 1329.5125 (1313.0403) mask_bce 0.2607 (0.2520) mask_dice 0.8425 (0.8526) mem 21940MB +[2025-12-25 03:42:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1160/1573] eta 0:06:55 lr 0.000042 time 7.0056 (1.0067) loss 1229.8293 (1314.1179) grad_norm 236.2458 (264.2030) embed_mse 1228.7708 (1313.0132) mask_bce 0.1925 (0.2521) mask_dice 0.8661 (0.8526) mem 21940MB +[2025-12-25 03:42:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1170/1573] eta 0:06:44 lr 0.000042 time 0.4097 (1.0033) loss 1275.4269 (1314.0744) grad_norm 245.1141 (264.0723) embed_mse 1274.3070 (1312.9697) mask_bce 0.2687 (0.2521) mask_dice 0.8512 (0.8526) mem 21940MB +[2025-12-25 03:42:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1180/1573] eta 0:06:33 lr 0.000042 time 0.4192 (1.0010) loss 1311.4446 (1313.9163) grad_norm 214.7061 (263.7365) embed_mse 1310.3391 (1312.8117) mask_bce 0.2662 (0.2522) mask_dice 0.8393 (0.8525) mem 21940MB +[2025-12-25 03:42:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1190/1573] eta 0:06:23 lr 0.000042 time 0.4170 (1.0020) loss 1295.7659 (1313.9913) grad_norm 265.7115 (263.7498) embed_mse 1294.6888 (1312.8867) mask_bce 0.2417 (0.2522) mask_dice 0.8353 (0.8525) mem 21940MB +[2025-12-25 03:42:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1200/1573] eta 0:06:13 lr 0.000042 time 0.4289 (1.0022) loss 1264.2085 (1313.8049) grad_norm 167.2831 (262.6231) embed_mse 1263.0784 (1312.7003) mask_bce 0.2869 (0.2521) mask_dice 0.8433 (0.8525) mem 21940MB +[2025-12-25 03:42:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1210/1573] eta 0:06:03 lr 0.000042 time 0.4205 (1.0025) loss 1310.5065 (1313.8696) grad_norm 195.1173 (262.1760) embed_mse 1309.4240 (1312.7649) mask_bce 0.2291 (0.2523) mask_dice 0.8534 (0.8523) mem 21940MB +[2025-12-25 03:43:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1220/1573] eta 0:05:55 lr 0.000042 time 2.5651 (1.0064) loss 1322.8236 (1313.8842) grad_norm 201.8637 (261.7792) embed_mse 1321.7258 (1312.7796) mask_bce 0.2291 (0.2522) mask_dice 0.8686 (0.8524) mem 21940MB +[2025-12-25 03:43:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1230/1573] eta 0:05:45 lr 0.000042 time 0.4189 (1.0074) loss 1308.3784 (1313.8714) grad_norm 218.9009 (261.4990) embed_mse 1307.2477 (1312.7668) mask_bce 0.2879 (0.2522) mask_dice 0.8429 (0.8524) mem 21940MB +[2025-12-25 03:43:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1240/1573] eta 0:05:37 lr 0.000042 time 0.4248 (1.0145) loss 1333.9783 (1313.9416) grad_norm 184.9227 (260.8411) embed_mse 1332.8850 (1312.8371) mask_bce 0.2377 (0.2521) mask_dice 0.8556 (0.8524) mem 21940MB +[2025-12-25 03:43:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1250/1573] eta 0:05:26 lr 0.000042 time 0.4175 (1.0109) loss 1291.5674 (1314.0663) grad_norm 198.1363 (260.4391) embed_mse 1290.4333 (1312.9616) mask_bce 0.2879 (0.2522) mask_dice 0.8460 (0.8525) mem 21940MB +[2025-12-25 03:43:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1260/1573] eta 0:05:16 lr 0.000042 time 0.4170 (1.0108) loss 1293.5947 (1313.9598) grad_norm 372.6870 (261.1541) embed_mse 1292.4833 (1312.8551) mask_bce 0.2497 (0.2522) mask_dice 0.8617 (0.8524) mem 21940MB +[2025-12-25 03:43:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1270/1573] eta 0:05:05 lr 0.000042 time 0.4281 (1.0068) loss 1285.9100 (1314.0273) grad_norm 335.4256 (261.6241) embed_mse 1284.8186 (1312.9226) mask_bce 0.2247 (0.2522) mask_dice 0.8667 (0.8525) mem 21940MB +[2025-12-25 03:44:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1280/1573] eta 0:04:55 lr 0.000042 time 1.5045 (1.0085) loss 1304.8284 (1314.0499) grad_norm 218.5911 (261.8836) embed_mse 1303.6884 (1312.9451) mask_bce 0.3038 (0.2523) mask_dice 0.8362 (0.8525) mem 21940MB +[2025-12-25 03:44:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1290/1573] eta 0:04:45 lr 0.000042 time 3.6464 (1.0079) loss 1295.0112 (1314.0551) grad_norm 241.4223 (261.7566) embed_mse 1293.8928 (1312.9503) mask_bce 0.2961 (0.2524) mask_dice 0.8224 (0.8524) mem 21940MB +[2025-12-25 03:44:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1300/1573] eta 0:04:35 lr 0.000042 time 0.9819 (1.0087) loss 1305.5409 (1313.9421) grad_norm 182.7626 (261.2689) embed_mse 1304.4185 (1312.8372) mask_bce 0.2784 (0.2524) mask_dice 0.8440 (0.8524) mem 21940MB +[2025-12-25 03:44:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1310/1573] eta 0:04:25 lr 0.000042 time 0.4214 (1.0098) loss 1306.9491 (1313.8512) grad_norm 255.0917 (261.2310) embed_mse 1305.8350 (1312.7463) mask_bce 0.2381 (0.2525) mask_dice 0.8759 (0.8524) mem 21940MB +[2025-12-25 03:44:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1320/1573] eta 0:04:15 lr 0.000042 time 0.4174 (1.0105) loss 1313.4614 (1313.8347) grad_norm 216.1058 (261.4722) embed_mse 1312.3752 (1312.7297) mask_bce 0.2283 (0.2525) mask_dice 0.8578 (0.8524) mem 21940MB +[2025-12-25 03:45:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1330/1573] eta 0:04:05 lr 0.000042 time 0.4190 (1.0108) loss 1376.0746 (1313.9426) grad_norm 249.3502 (261.3992) embed_mse 1374.9680 (1312.8374) mask_bce 0.2291 (0.2528) mask_dice 0.8775 (0.8524) mem 21940MB +[2025-12-25 03:45:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1340/1573] eta 0:03:56 lr 0.000042 time 0.4172 (1.0135) loss 1323.2532 (1313.9292) grad_norm 289.3882 (261.5668) embed_mse 1322.1825 (1312.8240) mask_bce 0.2121 (0.2528) mask_dice 0.8587 (0.8524) mem 21940MB +[2025-12-25 03:45:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1350/1573] eta 0:03:48 lr 0.000042 time 0.4208 (1.0226) loss 1286.8451 (1313.9061) grad_norm 341.5476 (262.0428) embed_mse 1285.6438 (1312.8009) mask_bce 0.3248 (0.2529) mask_dice 0.8764 (0.8524) mem 21940MB +[2025-12-25 03:45:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1360/1573] eta 0:03:37 lr 0.000042 time 0.4138 (1.0227) loss 1319.1072 (1313.9324) grad_norm 474.4354 (263.4945) embed_mse 1317.9457 (1312.8271) mask_bce 0.2869 (0.2529) mask_dice 0.8745 (0.8524) mem 21940MB +[2025-12-25 03:46:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1370/1573] eta 0:03:28 lr 0.000042 time 0.4224 (1.0252) loss 1341.2220 (1314.0112) grad_norm 209.6358 (263.1796) embed_mse 1340.0879 (1312.9059) mask_bce 0.2819 (0.2528) mask_dice 0.8523 (0.8524) mem 21940MB +[2025-12-25 03:46:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1380/1573] eta 0:03:17 lr 0.000042 time 0.4144 (1.0248) loss 1313.5979 (1314.0085) grad_norm 251.4535 (263.1114) embed_mse 1312.4786 (1312.9033) mask_bce 0.2737 (0.2527) mask_dice 0.8456 (0.8525) mem 21940MB +[2025-12-25 03:46:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1390/1573] eta 0:03:07 lr 0.000042 time 0.4187 (1.0273) loss 1369.9637 (1314.1690) grad_norm 197.0614 (262.7296) embed_mse 1368.8771 (1313.0638) mask_bce 0.2314 (0.2527) mask_dice 0.8553 (0.8524) mem 21940MB +[2025-12-25 03:46:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1400/1573] eta 0:02:57 lr 0.000042 time 0.4128 (1.0276) loss 1280.6000 (1314.0977) grad_norm 180.9332 (261.8897) embed_mse 1279.5057 (1312.9926) mask_bce 0.2526 (0.2526) mask_dice 0.8417 (0.8524) mem 21940MB +[2025-12-25 03:46:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1410/1573] eta 0:02:46 lr 0.000042 time 0.4919 (1.0245) loss 1235.4939 (1314.1772) grad_norm 276.2199 (261.9712) embed_mse 1234.4231 (1313.0721) mask_bce 0.1838 (0.2526) mask_dice 0.8870 (0.8525) mem 21940MB +[2025-12-25 03:46:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1420/1573] eta 0:02:37 lr 0.000042 time 8.1609 (1.0285) loss 1300.8081 (1314.2478) grad_norm 194.9612 (261.5926) embed_mse 1299.7288 (1313.1425) mask_bce 0.2248 (0.2528) mask_dice 0.8546 (0.8525) mem 21940MB +[2025-12-25 03:47:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1430/1573] eta 0:02:27 lr 0.000042 time 0.4171 (1.0297) loss 1290.8345 (1314.2575) grad_norm 198.8071 (261.2398) embed_mse 1289.7633 (1313.1524) mask_bce 0.2221 (0.2526) mask_dice 0.8490 (0.8525) mem 21940MB +[2025-12-25 03:47:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1440/1573] eta 0:02:17 lr 0.000042 time 0.4177 (1.0339) loss 1345.5919 (1314.1127) grad_norm 235.5108 (261.7293) embed_mse 1344.4956 (1313.0077) mask_bce 0.2140 (0.2524) mask_dice 0.8824 (0.8526) mem 21940MB +[2025-12-25 03:47:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1450/1573] eta 0:02:06 lr 0.000042 time 0.4206 (1.0315) loss 1389.2266 (1314.2261) grad_norm 169.6934 (261.2208) embed_mse 1388.1196 (1313.1212) mask_bce 0.2399 (0.2523) mask_dice 0.8669 (0.8526) mem 21940MB +[2025-12-25 03:47:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1460/1573] eta 0:01:56 lr 0.000042 time 6.0305 (1.0348) loss 1301.7313 (1314.3276) grad_norm 164.1075 (260.6872) embed_mse 1300.6152 (1313.2227) mask_bce 0.2977 (0.2523) mask_dice 0.8183 (0.8526) mem 21940MB +[2025-12-25 03:47:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1470/1573] eta 0:01:46 lr 0.000042 time 0.4181 (1.0339) loss 1299.7516 (1314.3071) grad_norm 207.8613 (260.3985) embed_mse 1298.6693 (1313.2023) mask_bce 0.2335 (0.2522) mask_dice 0.8488 (0.8526) mem 21940MB +[2025-12-25 03:48:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1480/1573] eta 0:01:36 lr 0.000042 time 0.4512 (1.0335) loss 1330.0327 (1314.3718) grad_norm 155.2427 (259.6528) embed_mse 1328.9148 (1313.2671) mask_bce 0.2542 (0.2521) mask_dice 0.8637 (0.8526) mem 21940MB +[2025-12-25 03:48:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1490/1573] eta 0:01:25 lr 0.000042 time 0.5808 (1.0320) loss 1332.2061 (1314.4110) grad_norm 215.3356 (259.4145) embed_mse 1331.1125 (1313.3064) mask_bce 0.2527 (0.2520) mask_dice 0.8408 (0.8526) mem 21940MB +[2025-12-25 03:48:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1500/1573] eta 0:01:15 lr 0.000042 time 4.9747 (1.0341) loss 1354.0365 (1314.5959) grad_norm 268.0352 (259.4606) embed_mse 1352.9618 (1313.4913) mask_bce 0.2009 (0.2520) mask_dice 0.8738 (0.8526) mem 21940MB +[2025-12-25 03:48:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1510/1573] eta 0:01:04 lr 0.000042 time 0.4147 (1.0312) loss 1239.7225 (1314.5020) grad_norm 228.6920 (259.2969) embed_mse 1238.5917 (1313.3973) mask_bce 0.2784 (0.2521) mask_dice 0.8526 (0.8526) mem 21940MB +[2025-12-25 03:48:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1520/1573] eta 0:00:55 lr 0.000042 time 9.9831 (1.0382) loss 1325.4576 (1314.3810) grad_norm 365.4079 (259.4992) embed_mse 1324.3318 (1313.2764) mask_bce 0.2820 (0.2520) mask_dice 0.8438 (0.8526) mem 21940MB +[2025-12-25 03:49:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1530/1573] eta 0:00:44 lr 0.000042 time 0.4153 (1.0365) loss 1332.0137 (1314.3478) grad_norm 224.3002 (259.3150) embed_mse 1330.9280 (1313.2432) mask_bce 0.2230 (0.2521) mask_dice 0.8627 (0.8525) mem 21940MB +[2025-12-25 03:49:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1540/1573] eta 0:00:34 lr 0.000042 time 0.4170 (1.0369) loss 1366.7157 (1314.4035) grad_norm 210.7300 (259.0619) embed_mse 1365.5947 (1313.2988) mask_bce 0.2499 (0.2521) mask_dice 0.8711 (0.8525) mem 21940MB +[2025-12-25 03:49:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1550/1573] eta 0:00:23 lr 0.000042 time 0.4766 (1.0344) loss 1216.5968 (1314.2954) grad_norm 315.0623 (259.3521) embed_mse 1215.4805 (1313.1908) mask_bce 0.2615 (0.2520) mask_dice 0.8548 (0.8526) mem 21940MB +[2025-12-25 03:49:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1560/1573] eta 0:00:13 lr 0.000042 time 2.8510 (1.0372) loss 1289.8755 (1314.2052) grad_norm 194.4060 (258.8356) embed_mse 1288.7749 (1313.1006) mask_bce 0.2740 (0.2522) mask_dice 0.8265 (0.8525) mem 21940MB +[2025-12-25 03:49:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1570/1573] eta 0:00:03 lr 0.000042 time 0.4175 (1.0365) loss 1299.1582 (1314.2084) grad_norm 202.9803 (258.5507) embed_mse 1298.0593 (1313.1037) mask_bce 0.2457 (0.2522) mask_dice 0.8532 (0.8525) mem 21940MB +[2025-12-25 03:49:44 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 7 training takes 0:27:09 +[2025-12-25 03:49:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][0/1573] eta 1:28:22 lr 0.000042 time 3.3710 (3.3710) loss 1243.0470 (1243.0470) grad_norm 0.0000 (0.0000) embed_mse 1241.9604 (1241.9604) mask_bce 0.2151 (0.2151) mask_dice 0.8714 (0.8714) mem 21940MB +[2025-12-25 03:50:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][10/1573] eta 0:43:26 lr 0.000042 time 0.4530 (1.6675) loss 1306.9094 (1309.8656) grad_norm 321.7944 (321.7944) embed_mse 1305.7938 (1308.7643) mask_bce 0.2415 (0.2456) mask_dice 0.8741 (0.8556) mem 21940MB +[2025-12-25 03:50:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][20/1573] eta 0:29:51 lr 0.000042 time 0.4301 (1.1537) loss 1300.3220 (1300.1346) grad_norm 237.0069 (279.4006) embed_mse 1299.2487 (1299.0354) mask_bce 0.2040 (0.2456) mask_dice 0.8693 (0.8535) mem 21940MB +[2025-12-25 03:50:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][30/1573] eta 0:27:33 lr 0.000042 time 0.4235 (1.0718) loss 1286.4766 (1302.0658) grad_norm 324.4834 (294.4282) embed_mse 1285.3806 (1300.9678) mask_bce 0.2639 (0.2442) mask_dice 0.8320 (0.8538) mem 21940MB +[2025-12-25 03:50:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][40/1573] eta 0:23:44 lr 0.000042 time 0.4221 (0.9295) loss 1340.6809 (1306.6179) grad_norm 241.6268 (266.8403) embed_mse 1339.5564 (1305.5194) mask_bce 0.2757 (0.2449) mask_dice 0.8489 (0.8536) mem 21940MB +[2025-12-25 03:50:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][50/1573] eta 0:22:46 lr 0.000042 time 0.4187 (0.8973) loss 1336.9935 (1308.6070) grad_norm 234.5310 (261.4554) embed_mse 1335.8959 (1307.5085) mask_bce 0.2443 (0.2449) mask_dice 0.8533 (0.8535) mem 21940MB +[2025-12-25 03:50:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][60/1573] eta 0:21:37 lr 0.000042 time 0.8011 (0.8573) loss 1272.8982 (1307.6877) grad_norm 364.5549 (276.1839) embed_mse 1271.8079 (1306.5904) mask_bce 0.2439 (0.2432) mask_dice 0.8464 (0.8540) mem 21940MB +[2025-12-25 03:50:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][70/1573] eta 0:22:10 lr 0.000042 time 0.4195 (0.8852) loss 1391.8126 (1311.2961) grad_norm 298.4457 (278.9666) embed_mse 1390.7040 (1310.1940) mask_bce 0.2415 (0.2485) mask_dice 0.8672 (0.8537) mem 21940MB +[2025-12-25 03:50:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][80/1573] eta 0:20:57 lr 0.000042 time 0.4177 (0.8419) loss 1370.8174 (1308.8959) grad_norm 253.4782 (268.6573) embed_mse 1369.6863 (1307.7926) mask_bce 0.2759 (0.2508) mask_dice 0.8552 (0.8525) mem 21940MB +[2025-12-25 03:50:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][90/1573] eta 0:20:11 lr 0.000042 time 0.4241 (0.8171) loss 1337.3110 (1307.9914) grad_norm 294.1963 (270.9791) embed_mse 1336.2239 (1306.8894) mask_bce 0.2256 (0.2492) mask_dice 0.8616 (0.8528) mem 21940MB +[2025-12-25 03:51:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][100/1573] eta 0:19:52 lr 0.000042 time 0.4273 (0.8097) loss 1332.3495 (1311.2062) grad_norm 143.5566 (260.3605) embed_mse 1331.2599 (1310.1036) mask_bce 0.2525 (0.2502) mask_dice 0.8371 (0.8523) mem 21940MB +[2025-12-25 03:51:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][110/1573] eta 0:19:28 lr 0.000042 time 0.9446 (0.7984) loss 1286.2499 (1311.1985) grad_norm 199.8984 (255.7096) embed_mse 1285.1577 (1310.0960) mask_bce 0.2291 (0.2509) mask_dice 0.8631 (0.8515) mem 21940MB +[2025-12-25 03:51:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][120/1573] eta 0:19:24 lr 0.000042 time 0.4398 (0.8015) loss 1405.4403 (1311.6240) grad_norm 427.8875 (270.2308) embed_mse 1404.3597 (1310.5212) mask_bce 0.2109 (0.2518) mask_dice 0.8698 (0.8510) mem 21940MB +[2025-12-25 03:51:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][130/1573] eta 0:19:12 lr 0.000042 time 0.4179 (0.7985) loss 1266.3829 (1312.2707) grad_norm 282.6809 (271.0089) embed_mse 1265.2821 (1311.1673) mask_bce 0.2420 (0.2523) mask_dice 0.8589 (0.8511) mem 21940MB +[2025-12-25 03:51:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][140/1573] eta 0:19:03 lr 0.000042 time 0.4212 (0.7981) loss 1324.2136 (1312.2070) grad_norm 237.3294 (269.0278) embed_mse 1323.1217 (1311.1037) mask_bce 0.2222 (0.2524) mask_dice 0.8698 (0.8509) mem 21940MB +[2025-12-25 03:51:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][150/1573] eta 0:18:25 lr 0.000042 time 0.4187 (0.7772) loss 1298.5695 (1310.0458) grad_norm 206.5779 (265.5584) embed_mse 1297.4614 (1308.9429) mask_bce 0.2835 (0.2519) mask_dice 0.8245 (0.8510) mem 21940MB +[2025-12-25 03:51:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][160/1573] eta 0:17:47 lr 0.000042 time 0.4212 (0.7558) loss 1296.7178 (1310.2743) grad_norm 213.8092 (266.9846) embed_mse 1295.5939 (1309.1710) mask_bce 0.2928 (0.2525) mask_dice 0.8312 (0.8508) mem 21940MB +[2025-12-25 03:51:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][170/1573] eta 0:17:49 lr 0.000042 time 0.4234 (0.7623) loss 1318.9669 (1309.4313) grad_norm 265.2861 (266.9037) embed_mse 1317.8704 (1308.3283) mask_bce 0.2378 (0.2523) mask_dice 0.8587 (0.8507) mem 21940MB +[2025-12-25 03:51:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][180/1573] eta 0:17:18 lr 0.000042 time 0.4204 (0.7456) loss 1275.5195 (1309.8297) grad_norm 304.5821 (268.6163) embed_mse 1274.4192 (1308.7270) mask_bce 0.2543 (0.2519) mask_dice 0.8460 (0.8508) mem 21940MB +[2025-12-25 03:52:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][190/1573] eta 0:17:24 lr 0.000042 time 0.4226 (0.7553) loss 1369.7402 (1310.7417) grad_norm 401.6067 (274.3985) embed_mse 1368.6550 (1309.6390) mask_bce 0.2376 (0.2513) mask_dice 0.8475 (0.8514) mem 21940MB +[2025-12-25 03:52:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][200/1573] eta 0:16:54 lr 0.000042 time 0.4289 (0.7389) loss 1335.1565 (1311.3605) grad_norm 352.7387 (279.1127) embed_mse 1334.0825 (1310.2584) mask_bce 0.2055 (0.2500) mask_dice 0.8685 (0.8521) mem 21940MB +[2025-12-25 03:52:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][210/1573] eta 0:16:48 lr 0.000042 time 0.4180 (0.7399) loss 1420.1588 (1311.8651) grad_norm 347.9532 (281.7604) embed_mse 1419.0327 (1310.7629) mask_bce 0.2875 (0.2502) mask_dice 0.8386 (0.8519) mem 21940MB +[2025-12-25 03:52:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][220/1573] eta 0:17:04 lr 0.000042 time 0.4167 (0.7570) loss 1333.8120 (1311.9960) grad_norm 227.6548 (279.7565) embed_mse 1332.6897 (1310.8937) mask_bce 0.2894 (0.2501) mask_dice 0.8329 (0.8522) mem 21940MB +[2025-12-25 03:52:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][230/1573] eta 0:16:43 lr 0.000042 time 0.4334 (0.7470) loss 1336.3229 (1313.1067) grad_norm 165.8996 (275.6902) embed_mse 1335.2178 (1312.0047) mask_bce 0.2521 (0.2495) mask_dice 0.8530 (0.8525) mem 21940MB +[2025-12-25 03:52:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][240/1573] eta 0:16:18 lr 0.000042 time 0.4154 (0.7338) loss 1282.3430 (1313.4197) grad_norm 340.7720 (277.3835) embed_mse 1281.2316 (1312.3177) mask_bce 0.2561 (0.2496) mask_dice 0.8554 (0.8524) mem 21940MB +[2025-12-25 03:52:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][250/1573] eta 0:16:26 lr 0.000042 time 0.4532 (0.7454) loss 1386.6599 (1314.0051) grad_norm 426.4531 (282.1921) embed_mse 1385.5673 (1312.9031) mask_bce 0.2398 (0.2495) mask_dice 0.8530 (0.8524) mem 21940MB +[2025-12-25 03:53:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][260/1573] eta 0:16:37 lr 0.000042 time 0.4241 (0.7595) loss 1319.3408 (1313.5971) grad_norm 439.5753 (287.1104) embed_mse 1318.2533 (1312.4951) mask_bce 0.2253 (0.2495) mask_dice 0.8621 (0.8525) mem 21940MB +[2025-12-25 03:53:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][270/1573] eta 0:16:21 lr 0.000042 time 0.4181 (0.7536) loss 1300.0422 (1313.0568) grad_norm 306.2239 (287.6896) embed_mse 1298.9331 (1311.9545) mask_bce 0.2770 (0.2500) mask_dice 0.8322 (0.8523) mem 21940MB +[2025-12-25 03:53:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][280/1573] eta 0:16:20 lr 0.000042 time 0.4536 (0.7580) loss 1349.4125 (1313.4372) grad_norm 310.4158 (288.5432) embed_mse 1348.3307 (1312.3348) mask_bce 0.2121 (0.2502) mask_dice 0.8698 (0.8522) mem 21940MB +[2025-12-25 03:53:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][290/1573] eta 0:16:12 lr 0.000042 time 1.4613 (0.7583) loss 1289.0994 (1312.9127) grad_norm 168.9161 (285.2202) embed_mse 1287.9880 (1311.8104) mask_bce 0.2944 (0.2504) mask_dice 0.8169 (0.8519) mem 21940MB +[2025-12-25 03:53:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][300/1573] eta 0:16:39 lr 0.000041 time 0.4201 (0.7848) loss 1303.6619 (1312.5433) grad_norm 191.4218 (282.6851) embed_mse 1302.5770 (1311.4408) mask_bce 0.2105 (0.2507) mask_dice 0.8743 (0.8518) mem 21940MB +[2025-12-25 03:53:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][310/1573] eta 0:16:27 lr 0.000041 time 0.4209 (0.7822) loss 1341.9572 (1312.9541) grad_norm 273.5818 (282.4455) embed_mse 1340.8306 (1311.8516) mask_bce 0.2741 (0.2509) mask_dice 0.8525 (0.8516) mem 21940MB +[2025-12-25 03:53:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][320/1573] eta 0:16:11 lr 0.000041 time 0.4258 (0.7754) loss 1349.0817 (1313.2639) grad_norm 371.4550 (283.3997) embed_mse 1347.9735 (1312.1610) mask_bce 0.2436 (0.2511) mask_dice 0.8645 (0.8518) mem 21940MB +[2025-12-25 03:54:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][330/1573] eta 0:16:01 lr 0.000041 time 0.4188 (0.7734) loss 1329.5377 (1312.7655) grad_norm 179.8517 (280.8741) embed_mse 1328.4360 (1311.6622) mask_bce 0.2715 (0.2514) mask_dice 0.8302 (0.8519) mem 21940MB +[2025-12-25 03:54:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][340/1573] eta 0:15:54 lr 0.000041 time 0.4168 (0.7741) loss 1362.4404 (1313.4485) grad_norm 374.0771 (283.0933) embed_mse 1361.2814 (1312.3451) mask_bce 0.3059 (0.2516) mask_dice 0.8531 (0.8519) mem 21940MB +[2025-12-25 03:54:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][350/1573] eta 0:16:00 lr 0.000041 time 0.4207 (0.7850) loss 1293.6871 (1313.5753) grad_norm 170.1618 (280.4670) embed_mse 1292.5851 (1312.4712) mask_bce 0.2526 (0.2519) mask_dice 0.8495 (0.8521) mem 21940MB +[2025-12-25 03:54:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][360/1573] eta 0:15:41 lr 0.000041 time 0.6122 (0.7758) loss 1312.1686 (1313.8394) grad_norm 168.3167 (276.9198) embed_mse 1311.0659 (1312.7353) mask_bce 0.2135 (0.2517) mask_dice 0.8892 (0.8524) mem 21940MB +[2025-12-25 03:54:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][370/1573] eta 0:15:23 lr 0.000041 time 0.4178 (0.7677) loss 1293.8846 (1314.1848) grad_norm 204.0412 (275.3354) embed_mse 1292.7727 (1313.0808) mask_bce 0.2802 (0.2516) mask_dice 0.8317 (0.8524) mem 21940MB +[2025-12-25 03:54:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][380/1573] eta 0:15:11 lr 0.000041 time 0.4152 (0.7642) loss 1318.6396 (1313.8701) grad_norm 193.1784 (273.5874) embed_mse 1317.5792 (1312.7663) mask_bce 0.1922 (0.2512) mask_dice 0.8681 (0.8526) mem 21940MB +[2025-12-25 03:54:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][390/1573] eta 0:15:13 lr 0.000041 time 2.8436 (0.7723) loss 1281.7931 (1314.1199) grad_norm 402.4294 (276.2717) embed_mse 1280.6912 (1313.0162) mask_bce 0.2227 (0.2508) mask_dice 0.8793 (0.8529) mem 21940MB +[2025-12-25 03:54:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][400/1573] eta 0:15:13 lr 0.000041 time 1.0169 (0.7784) loss 1347.6041 (1314.2851) grad_norm 282.5178 (276.3783) embed_mse 1346.4941 (1313.1818) mask_bce 0.2656 (0.2503) mask_dice 0.8444 (0.8529) mem 21940MB +[2025-12-25 03:55:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][410/1573] eta 0:14:55 lr 0.000041 time 0.4191 (0.7697) loss 1336.3855 (1314.5606) grad_norm 200.7270 (274.8949) embed_mse 1335.3179 (1313.4571) mask_bce 0.1824 (0.2504) mask_dice 0.8851 (0.8530) mem 21940MB +[2025-12-25 03:55:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][420/1573] eta 0:14:50 lr 0.000041 time 0.4254 (0.7721) loss 1268.2761 (1314.5025) grad_norm 357.5578 (276.4846) embed_mse 1267.1783 (1313.3989) mask_bce 0.2415 (0.2507) mask_dice 0.8563 (0.8529) mem 21940MB +[2025-12-25 03:55:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][430/1573] eta 0:14:42 lr 0.000041 time 0.4184 (0.7721) loss 1323.9779 (1314.4621) grad_norm 329.6296 (277.4873) embed_mse 1322.8773 (1313.3586) mask_bce 0.2576 (0.2504) mask_dice 0.8431 (0.8531) mem 21940MB +[2025-12-25 03:55:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][440/1573] eta 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grad_norm 209.5795 (277.4218) embed_mse 1275.3364 (1313.3647) mask_bce 0.2780 (0.2504) mask_dice 0.8401 (0.8529) mem 21940MB +[2025-12-25 03:55:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][480/1573] eta 0:14:07 lr 0.000041 time 0.4172 (0.7752) loss 1339.9547 (1314.4658) grad_norm 225.7888 (275.5610) embed_mse 1338.8485 (1313.3625) mask_bce 0.2544 (0.2505) mask_dice 0.8518 (0.8528) mem 21940MB +[2025-12-25 03:56:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][490/1573] eta 0:14:04 lr 0.000041 time 0.4171 (0.7795) loss 1279.3058 (1314.2578) grad_norm 201.7993 (274.3517) embed_mse 1278.2340 (1313.1547) mask_bce 0.2019 (0.2504) mask_dice 0.8699 (0.8527) mem 21940MB +[2025-12-25 03:56:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][500/1573] eta 0:13:53 lr 0.000041 time 0.4204 (0.7768) loss 1314.8547 (1314.3187) grad_norm 220.0340 (273.4756) embed_mse 1313.7859 (1313.2157) mask_bce 0.2221 (0.2503) mask_dice 0.8467 (0.8527) mem 21940MB +[2025-12-25 03:56:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][510/1573] eta 0:13:52 lr 0.000041 time 0.4206 (0.7830) loss 1222.8951 (1314.1577) grad_norm 205.4603 (272.3961) embed_mse 1221.8298 (1313.0551) mask_bce 0.2161 (0.2500) mask_dice 0.8492 (0.8527) mem 21940MB +[2025-12-25 03:56:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][520/1573] eta 0:13:42 lr 0.000041 time 0.4177 (0.7809) loss 1369.3992 (1314.0628) grad_norm 245.7975 (270.6187) embed_mse 1368.3086 (1312.9601) mask_bce 0.2103 (0.2500) mask_dice 0.8803 (0.8527) mem 21940MB +[2025-12-25 03:56:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][530/1573] eta 0:13:41 lr 0.000041 time 0.4169 (0.7877) loss 1308.1511 (1313.8713) grad_norm 180.9153 (269.2596) embed_mse 1307.0487 (1312.7689) mask_bce 0.2659 (0.2498) mask_dice 0.8365 (0.8527) mem 21940MB +[2025-12-25 03:56:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][540/1573] eta 0:13:34 lr 0.000041 time 0.4164 (0.7886) loss 1327.1353 (1313.8699) grad_norm 195.9156 (268.1649) embed_mse 1326.0471 (1312.7676) mask_bce 0.2418 (0.2496) mask_dice 0.8464 (0.8527) mem 21940MB +[2025-12-25 03:57:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][550/1573] eta 0:13:34 lr 0.000041 time 0.4177 (0.7959) loss 1302.4163 (1313.9060) grad_norm 215.0820 (267.3842) embed_mse 1301.3093 (1312.8037) mask_bce 0.2852 (0.2496) mask_dice 0.8218 (0.8527) mem 21940MB +[2025-12-25 03:57:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][560/1573] eta 0:13:23 lr 0.000041 time 0.4185 (0.7928) loss 1344.9922 (1314.0538) grad_norm 221.4236 (265.7313) embed_mse 1343.9016 (1312.9516) mask_bce 0.2377 (0.2494) mask_dice 0.8528 (0.8527) mem 21940MB +[2025-12-25 03:57:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][570/1573] eta 0:13:10 lr 0.000041 time 0.4172 (0.7886) loss 1304.5934 (1314.0164) grad_norm 206.3254 (264.8946) embed_mse 1303.4940 (1312.9142) mask_bce 0.2441 (0.2494) mask_dice 0.8553 (0.8527) mem 21940MB +[2025-12-25 03:57:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][580/1573] eta 0:13:05 lr 0.000041 time 0.4144 (0.7914) loss 1348.1433 (1314.2839) grad_norm 299.8375 (265.3799) embed_mse 1347.0476 (1313.1816) mask_bce 0.2367 (0.2495) mask_dice 0.8590 (0.8528) mem 21940MB +[2025-12-25 03:57:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][590/1573] eta 0:12:52 lr 0.000041 time 0.4222 (0.7856) loss 1341.6765 (1314.5042) grad_norm 197.5240 (264.4504) embed_mse 1340.5587 (1313.4018) mask_bce 0.2899 (0.2497) mask_dice 0.8278 (0.8527) mem 21940MB +[2025-12-25 03:57:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][600/1573] eta 0:12:51 lr 0.000041 time 0.4288 (0.7929) loss 1309.6002 (1314.4113) grad_norm 168.9975 (265.3139) embed_mse 1308.4093 (1313.3088) mask_bce 0.3698 (0.2498) mask_dice 0.8210 (0.8527) mem 21940MB +[2025-12-25 03:57:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][610/1573] eta 0:12:40 lr 0.000041 time 0.4229 (0.7902) loss 1246.4009 (1314.5417) grad_norm 192.2386 (264.3524) embed_mse 1245.3387 (1313.4393) mask_bce 0.2162 (0.2498) mask_dice 0.8459 (0.8526) mem 21940MB +[2025-12-25 03:57:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][620/1573] eta 0:12:34 lr 0.000041 time 4.5129 (0.7922) loss 1336.6780 (1314.8600) grad_norm 195.4254 (263.4572) embed_mse 1335.5646 (1313.7574) mask_bce 0.2742 (0.2500) mask_dice 0.8393 (0.8526) mem 21940MB +[2025-12-25 03:58:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][630/1573] eta 0:12:25 lr 0.000041 time 0.4183 (0.7903) loss 1257.9840 (1314.6821) grad_norm 191.8109 (262.5387) embed_mse 1256.8760 (1313.5795) mask_bce 0.2802 (0.2501) mask_dice 0.8279 (0.8525) mem 21940MB +[2025-12-25 03:58:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][640/1573] eta 0:12:36 lr 0.000041 time 0.4174 (0.8109) loss 1373.7635 (1314.9990) grad_norm 191.4510 (260.8425) embed_mse 1372.6637 (1313.8963) mask_bce 0.2228 (0.2502) mask_dice 0.8769 (0.8524) mem 21940MB +[2025-12-25 03:58:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][650/1573] eta 0:12:23 lr 0.000041 time 0.4200 (0.8057) loss 1331.6843 (1315.1669) grad_norm 266.1619 (260.9081) embed_mse 1330.5901 (1314.0646) mask_bce 0.2528 (0.2499) mask_dice 0.8414 (0.8525) mem 21940MB +[2025-12-25 03:58:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][660/1573] eta 0:12:11 lr 0.000041 time 0.4190 (0.8009) loss 1310.1866 (1314.8818) grad_norm 179.0121 (259.9094) embed_mse 1309.1001 (1313.7794) mask_bce 0.2342 (0.2499) mask_dice 0.8524 (0.8525) mem 21940MB +[2025-12-25 03:58:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][670/1573] eta 0:12:07 lr 0.000041 time 1.8454 (0.8057) loss 1380.4812 (1314.9374) grad_norm 201.0362 (259.2001) embed_mse 1379.3612 (1313.8350) mask_bce 0.2747 (0.2499) mask_dice 0.8452 (0.8525) mem 21940MB +[2025-12-25 03:58:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][680/1573] eta 0:11:58 lr 0.000041 time 0.4161 (0.8047) loss 1335.7758 (1315.0661) grad_norm 223.1636 (258.1287) embed_mse 1334.6636 (1313.9638) mask_bce 0.2436 (0.2498) mask_dice 0.8685 (0.8525) mem 21940MB +[2025-12-25 03:59:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][690/1573] eta 0:11:57 lr 0.000041 time 0.4266 (0.8122) loss 1318.7966 (1315.2910) grad_norm 318.8867 (258.8352) embed_mse 1317.7008 (1314.1887) mask_bce 0.2476 (0.2497) mask_dice 0.8482 (0.8526) mem 21940MB +[2025-12-25 03:59:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][700/1573] eta 0:11:56 lr 0.000041 time 0.4194 (0.8202) loss 1356.4160 (1315.3053) grad_norm 230.1569 (258.5056) embed_mse 1355.3109 (1314.2031) mask_bce 0.2589 (0.2496) mask_dice 0.8462 (0.8526) mem 21940MB +[2025-12-25 03:59:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][710/1573] eta 0:11:46 lr 0.000041 time 0.4154 (0.8186) loss 1290.2566 (1315.2556) grad_norm 164.6160 (257.4386) embed_mse 1289.1481 (1314.1533) mask_bce 0.2587 (0.2497) mask_dice 0.8499 (0.8526) mem 21940MB +[2025-12-25 03:59:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][720/1573] eta 0:11:43 lr 0.000041 time 0.4156 (0.8249) loss 1277.8712 (1315.2210) grad_norm 163.3362 (255.4545) embed_mse 1276.7806 (1314.1187) mask_bce 0.2495 (0.2496) mask_dice 0.8411 (0.8527) mem 21940MB +[2025-12-25 03:59:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][730/1573] eta 0:11:32 lr 0.000041 time 0.4186 (0.8219) loss 1310.0482 (1315.2872) grad_norm 221.1375 (255.0774) embed_mse 1308.9675 (1314.1849) mask_bce 0.2152 (0.2496) mask_dice 0.8654 (0.8527) mem 21940MB +[2025-12-25 04:00:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][740/1573] eta 0:11:37 lr 0.000041 time 9.3894 (0.8374) loss 1337.2778 (1315.3290) grad_norm 181.4585 (254.2772) embed_mse 1336.1462 (1314.2265) mask_bce 0.2976 (0.2498) mask_dice 0.8340 (0.8527) mem 21940MB +[2025-12-25 04:00:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][750/1573] eta 0:11:31 lr 0.000041 time 0.4171 (0.8403) loss 1314.5061 (1315.1682) grad_norm 164.1887 (253.3085) embed_mse 1313.3877 (1314.0656) mask_bce 0.2740 (0.2500) mask_dice 0.8444 (0.8526) mem 21940MB +[2025-12-25 04:00:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][760/1573] eta 0:11:26 lr 0.000041 time 0.4194 (0.8450) loss 1374.5154 (1315.2680) grad_norm 171.2805 (251.8781) embed_mse 1373.4269 (1314.1656) mask_bce 0.2337 (0.2498) mask_dice 0.8547 (0.8526) mem 21940MB +[2025-12-25 04:00:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][770/1573] eta 0:11:16 lr 0.000041 time 0.4241 (0.8423) loss 1320.8655 (1315.0596) grad_norm 234.0786 (251.6927) embed_mse 1319.7745 (1313.9573) mask_bce 0.2288 (0.2498) mask_dice 0.8621 (0.8526) mem 21940MB +[2025-12-25 04:00:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][780/1573] eta 0:11:16 lr 0.000041 time 10.8786 (0.8536) loss 1328.3540 (1315.1473) grad_norm 250.3200 (251.6785) embed_mse 1327.1715 (1314.0449) mask_bce 0.3032 (0.2499) mask_dice 0.8793 (0.8526) mem 21940MB +[2025-12-25 04:00:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][790/1573] eta 0:11:04 lr 0.000041 time 0.4244 (0.8483) loss 1341.2921 (1314.9819) grad_norm 241.9642 (251.5794) embed_mse 1340.1978 (1313.8795) mask_bce 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04:01:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][830/1573] eta 0:10:36 lr 0.000041 time 0.4210 (0.8569) loss 1252.5784 (1315.1779) grad_norm 254.4601 (251.5900) embed_mse 1251.4746 (1314.0752) mask_bce 0.2680 (0.2502) mask_dice 0.8358 (0.8525) mem 21940MB +[2025-12-25 04:01:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][840/1573] eta 0:10:27 lr 0.000041 time 0.4168 (0.8557) loss 1269.6935 (1315.1272) grad_norm 187.5987 (250.5402) embed_mse 1268.6003 (1314.0246) mask_bce 0.2515 (0.2502) mask_dice 0.8416 (0.8525) mem 21940MB +[2025-12-25 04:01:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][850/1573] eta 0:10:16 lr 0.000041 time 0.4187 (0.8523) loss 1215.8977 (1314.9414) grad_norm 251.3078 (250.5474) embed_mse 1214.8014 (1313.8387) mask_bce 0.2332 (0.2502) mask_dice 0.8632 (0.8525) mem 21940MB +[2025-12-25 04:02:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][860/1573] eta 0:10:10 lr 0.000041 time 0.4201 (0.8566) loss 1273.1464 (1314.9193) grad_norm 180.5066 (249.8928) embed_mse 1272.0619 (1313.8168) mask_bce 0.2306 (0.2501) mask_dice 0.8539 (0.8524) mem 21940MB +[2025-12-25 04:02:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][870/1573] eta 0:10:03 lr 0.000041 time 0.4188 (0.8578) loss 1311.1600 (1314.8571) grad_norm 203.6579 (249.4647) embed_mse 1310.0276 (1313.7544) mask_bce 0.2897 (0.2503) mask_dice 0.8426 (0.8523) mem 21940MB +[2025-12-25 04:02:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][880/1573] eta 0:09:53 lr 0.000041 time 0.4115 (0.8561) loss 1292.4353 (1314.8784) grad_norm 202.6764 (248.2743) embed_mse 1291.3118 (1313.7757) mask_bce 0.3107 (0.2505) mask_dice 0.8128 (0.8523) mem 21940MB +[2025-12-25 04:02:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][890/1573] eta 0:09:46 lr 0.000041 time 0.4382 (0.8583) loss 1373.4066 (1314.9233) grad_norm 220.1657 (248.0211) embed_mse 1372.2880 (1313.8207) mask_bce 0.2580 (0.2503) mask_dice 0.8605 (0.8523) mem 21940MB +[2025-12-25 04:02:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][900/1573] eta 0:09:41 lr 0.000041 time 0.4184 (0.8637) loss 1339.7152 (1314.7906) grad_norm 218.1045 (247.7540) embed_mse 1338.6268 (1313.6879) mask_bce 0.2323 (0.2503) mask_dice 0.8561 (0.8523) mem 21940MB +[2025-12-25 04:02:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][910/1573] eta 0:09:33 lr 0.000041 time 0.4174 (0.8646) loss 1278.0138 (1314.7663) grad_norm 256.7517 (247.8336) embed_mse 1276.9462 (1313.6636) mask_bce 0.1968 (0.2504) mask_dice 0.8708 (0.8523) mem 21940MB +[2025-12-25 04:03:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][920/1573] eta 0:09:28 lr 0.000041 time 0.4278 (0.8709) loss 1355.8748 (1314.7145) grad_norm 151.9403 (247.3819) embed_mse 1354.7762 (1313.6116) mask_bce 0.2358 (0.2506) mask_dice 0.8627 (0.8523) mem 21940MB +[2025-12-25 04:03:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][930/1573] eta 0:09:19 lr 0.000041 time 0.4160 (0.8694) loss 1284.6324 (1314.5432) grad_norm 224.6975 (247.1864) embed_mse 1283.5278 (1313.4404) mask_bce 0.2680 (0.2506) mask_dice 0.8367 (0.8523) mem 21940MB +[2025-12-25 04:03:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][940/1573] eta 0:09:15 lr 0.000041 time 0.4277 (0.8770) loss 1344.1440 (1314.4650) grad_norm 274.1314 (247.4167) embed_mse 1343.0325 (1313.3621) mask_bce 0.2504 (0.2505) mask_dice 0.8611 (0.8524) mem 21940MB +[2025-12-25 04:03:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][950/1573] eta 0:09:07 lr 0.000041 time 0.4411 (0.8795) loss 1279.9891 (1314.2463) grad_norm 345.8264 (248.2506) embed_mse 1278.8557 (1313.1435) mask_bce 0.2948 (0.2505) mask_dice 0.8386 (0.8524) mem 21940MB +[2025-12-25 04:03:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][960/1573] eta 0:08:59 lr 0.000041 time 2.4785 (0.8793) loss 1271.3716 (1314.0870) grad_norm 197.5993 (247.7349) embed_mse 1270.2704 (1312.9842) mask_bce 0.2407 (0.2504) mask_dice 0.8606 (0.8524) mem 21940MB +[2025-12-25 04:04:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][970/1573] eta 0:08:53 lr 0.000041 time 0.4220 (0.8849) loss 1360.2429 (1314.2810) grad_norm 224.1713 (247.5401) embed_mse 1359.1387 (1313.1781) mask_bce 0.2692 (0.2505) mask_dice 0.8351 (0.8524) mem 21940MB +[2025-12-25 04:04:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][980/1573] eta 0:08:43 lr 0.000041 time 0.4275 (0.8823) loss 1301.9500 (1314.3466) grad_norm 222.4474 (247.3344) embed_mse 1300.8573 (1313.2437) mask_bce 0.2273 (0.2505) mask_dice 0.8653 (0.8524) mem 21940MB +[2025-12-25 04:04:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][990/1573] eta 0:08:34 lr 0.000041 time 0.4180 (0.8824) loss 1299.1958 (1314.2847) grad_norm 223.7771 (247.1429) embed_mse 1298.1003 (1313.1818) mask_bce 0.2429 (0.2505) mask_dice 0.8526 (0.8524) mem 21940MB +[2025-12-25 04:04:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1000/1573] eta 0:08:25 lr 0.000041 time 0.4129 (0.8821) loss 1311.5958 (1314.1820) grad_norm 288.9622 (247.1868) embed_mse 1310.4935 (1313.0793) mask_bce 0.2492 (0.2504) mask_dice 0.8530 (0.8523) mem 21940MB +[2025-12-25 04:04:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1010/1573] eta 0:08:18 lr 0.000041 time 0.4150 (0.8847) loss 1311.7928 (1314.2368) grad_norm 286.7699 (247.5010) embed_mse 1310.6144 (1313.1338) mask_bce 0.3332 (0.2506) mask_dice 0.8452 (0.8524) mem 21940MB +[2025-12-25 04:04:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1020/1573] eta 0:08:15 lr 0.000041 time 7.7000 (0.8951) loss 1382.8425 (1314.3845) grad_norm 167.0535 (246.8675) embed_mse 1381.7400 (1313.2816) mask_bce 0.2354 (0.2505) mask_dice 0.8672 (0.8524) mem 21940MB +[2025-12-25 04:05:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1030/1573] eta 0:08:06 lr 0.000041 time 0.4190 (0.8952) loss 1338.3396 (1314.2662) grad_norm 280.2936 (247.1286) embed_mse 1337.2701 (1313.1633) mask_bce 0.2266 (0.2505) mask_dice 0.8429 (0.8524) mem 21940MB +[2025-12-25 04:05:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1040/1573] eta 0:07:59 lr 0.000041 time 0.4173 (0.8995) loss 1303.6970 (1314.2893) grad_norm 294.4145 (247.1877) embed_mse 1302.6055 (1313.1866) mask_bce 0.2517 (0.2503) mask_dice 0.8398 (0.8524) mem 21940MB +[2025-12-25 04:05:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1050/1573] eta 0:07:48 lr 0.000041 time 0.4171 (0.8959) loss 1371.7223 (1314.5800) grad_norm 343.3800 (247.9220) embed_mse 1370.5966 (1313.4769) mask_bce 0.2630 (0.2507) mask_dice 0.8628 (0.8524) mem 21940MB +[2025-12-25 04:05:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1060/1573] eta 0:07:43 lr 0.000041 time 8.5271 (0.9037) loss 1397.8843 (1314.6609) grad_norm 238.2711 (247.8489) embed_mse 1396.7876 (1313.5578) mask_bce 0.2321 (0.2507) mask_dice 0.8646 (0.8524) mem 21940MB +[2025-12-25 04:05:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1070/1573] eta 0:07:33 lr 0.000041 time 0.4226 (0.9018) loss 1355.8900 (1314.8126) grad_norm 322.0552 (248.4068) embed_mse 1354.7700 (1313.7095) mask_bce 0.2746 (0.2506) mask_dice 0.8454 (0.8524) mem 21940MB +[2025-12-25 04:05:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1080/1573] eta 0:07:23 lr 0.000040 time 0.4151 (0.8991) loss 1357.1613 (1314.8914) grad_norm 204.7460 (247.5509) embed_mse 1356.0573 (1313.7880) mask_bce 0.2692 (0.2509) mask_dice 0.8348 (0.8525) mem 21940MB +[2025-12-25 04:06:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1090/1573] eta 0:07:13 lr 0.000040 time 0.4163 (0.8974) loss 1271.9033 (1314.8377) grad_norm 366.7650 (248.4274) embed_mse 1270.8262 (1313.7343) mask_bce 0.2276 (0.2509) mask_dice 0.8495 (0.8525) mem 21940MB +[2025-12-25 04:06:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1100/1573] eta 0:07:09 lr 0.000040 time 7.9618 (0.9071) loss 1304.3835 (1314.8137) grad_norm 210.6281 (248.1516) embed_mse 1303.3312 (1313.7103) mask_bce 0.2073 (0.2508) mask_dice 0.8451 (0.8525) mem 21940MB +[2025-12-25 04:06:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1110/1573] eta 0:07:00 lr 0.000040 time 2.3080 (0.9083) loss 1291.3947 (1314.9038) grad_norm 198.2707 (247.7901) embed_mse 1290.2903 (1313.8005) mask_bce 0.2821 (0.2508) mask_dice 0.8223 (0.8526) mem 21940MB +[2025-12-25 04:06:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1120/1573] eta 0:06:49 lr 0.000040 time 0.4172 (0.9049) loss 1345.6244 (1315.0240) grad_norm 221.1996 (247.0569) embed_mse 1344.5243 (1313.9207) mask_bce 0.2633 (0.2507) mask_dice 0.8368 (0.8526) mem 21940MB +[2025-12-25 04:06:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1130/1573] eta 0:06:39 lr 0.000040 time 0.4477 (0.9029) loss 1335.7831 (1315.1351) grad_norm 204.8792 (246.7578) embed_mse 1334.6919 (1314.0319) mask_bce 0.2492 (0.2507) mask_dice 0.8420 (0.8525) mem 21940MB +[2025-12-25 04:06:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1140/1573] eta 0:06:31 lr 0.000040 time 4.1508 (0.9036) loss 1313.5577 (1315.2686) grad_norm 339.6485 (247.4119) embed_mse 1312.4543 (1314.1654) mask_bce 0.2502 (0.2507) mask_dice 0.8532 (0.8525) mem 21940MB +[2025-12-25 04:07:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1150/1573] eta 0:06:21 lr 0.000040 time 0.4350 (0.9019) loss 1357.7856 (1315.3036) grad_norm 200.1195 (247.0812) embed_mse 1356.6750 (1314.2003) mask_bce 0.2578 (0.2508) mask_dice 0.8528 (0.8525) mem 21940MB +[2025-12-25 04:07:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1160/1573] eta 0:06:12 lr 0.000040 time 0.4159 (0.9008) loss 1253.7020 (1315.3413) grad_norm 210.2044 (246.8432) embed_mse 1252.6030 (1314.2380) mask_bce 0.2274 (0.2509) mask_dice 0.8716 (0.8525) mem 21940MB +[2025-12-25 04:07:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1170/1573] eta 0:06:03 lr 0.000040 time 0.4167 (0.9009) loss 1448.1998 (1315.3560) grad_norm 328.7068 (247.4039) embed_mse 1447.1108 (1314.2527) mask_bce 0.2296 (0.2509) mask_dice 0.8594 (0.8524) mem 21940MB +[2025-12-25 04:07:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1180/1573] eta 0:05:55 lr 0.000040 time 0.4212 (0.9044) loss 1266.8583 (1315.3141) grad_norm 207.3221 (247.1312) embed_mse 1265.7340 (1314.2108) mask_bce 0.2720 (0.2508) mask_dice 0.8523 (0.8524) mem 21940MB +[2025-12-25 04:07:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1190/1573] eta 0:05:45 lr 0.000040 time 0.4191 (0.9011) loss 1351.2211 (1315.4528) grad_norm 244.9956 (247.1168) embed_mse 1350.1096 (1314.3495) mask_bce 0.2792 (0.2508) mask_dice 0.8321 (0.8524) mem 21940MB +[2025-12-25 04:07:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1200/1573] eta 0:05:36 lr 0.000040 time 0.4209 (0.9022) loss 1292.1260 (1315.4900) grad_norm 195.6498 (246.4204) embed_mse 1290.9978 (1314.3867) mask_bce 0.2761 (0.2509) mask_dice 0.8521 (0.8524) mem 21940MB +[2025-12-25 04:08:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1210/1573] eta 0:05:28 lr 0.000040 time 0.4192 (0.9052) loss 1299.5150 (1315.4397) grad_norm 298.6804 (246.7665) embed_mse 1298.4133 (1314.3365) mask_bce 0.2516 (0.2507) mask_dice 0.8502 (0.8524) mem 21940MB +[2025-12-25 04:08:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1220/1573] eta 0:05:19 lr 0.000040 time 0.4232 (0.9059) loss 1339.2587 (1315.5205) grad_norm 251.2084 (246.7957) embed_mse 1338.1562 (1314.4174) mask_bce 0.2423 (0.2507) mask_dice 0.8601 (0.8525) mem 21940MB +[2025-12-25 04:08:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1230/1573] eta 0:05:10 lr 0.000040 time 0.4281 (0.9056) loss 1335.6033 (1315.6643) grad_norm 203.5283 (246.5129) embed_mse 1334.4720 (1314.5612) mask_bce 0.2683 (0.2506) mask_dice 0.8630 (0.8525) mem 21940MB +[2025-12-25 04:08:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1240/1573] eta 0:05:00 lr 0.000040 time 0.4227 (0.9028) loss 1272.3500 (1315.5730) grad_norm 189.4877 (245.9607) embed_mse 1271.2648 (1314.4697) mask_bce 0.2056 (0.2508) mask_dice 0.8795 (0.8524) mem 21940MB +[2025-12-25 04:08:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1250/1573] eta 0:04:51 lr 0.000040 time 0.4360 (0.9019) loss 1263.7996 (1315.6122) grad_norm 207.7478 (245.7157) embed_mse 1262.7200 (1314.5090) mask_bce 0.2354 (0.2508) mask_dice 0.8442 (0.8524) mem 21940MB +[2025-12-25 04:08:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1260/1573] eta 0:04:43 lr 0.000040 time 0.4260 (0.9051) loss 1276.1617 (1315.6971) grad_norm 218.4368 (245.5419) embed_mse 1275.0712 (1314.5940) mask_bce 0.2039 (0.2507) mask_dice 0.8866 (0.8524) mem 21940MB +[2025-12-25 04:08:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1270/1573] eta 0:04:34 lr 0.000040 time 0.4195 (0.9051) loss 1274.5966 (1315.7430) grad_norm 278.0724 (245.7478) embed_mse 1273.5084 (1314.6399) mask_bce 0.2336 (0.2507) mask_dice 0.8545 (0.8524) mem 21940MB +[2025-12-25 04:09:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1280/1573] eta 0:04:24 lr 0.000040 time 1.2803 (0.9041) loss 1206.5685 (1315.6085) grad_norm 310.5252 (245.8916) embed_mse 1205.4904 (1314.5054) mask_bce 0.2117 (0.2508) mask_dice 0.8665 (0.8523) mem 21940MB +[2025-12-25 04:09:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1290/1573] eta 0:04:15 lr 0.000040 time 0.4226 (0.9030) loss 1359.8324 (1315.6592) grad_norm 282.1427 (246.1167) embed_mse 1358.7219 (1314.5561) mask_bce 0.2553 (0.2508) mask_dice 0.8552 (0.8523) mem 21940MB +[2025-12-25 04:09:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1300/1573] eta 0:04:06 lr 0.000040 time 3.1037 (0.9036) loss 1334.1006 (1315.6194) grad_norm 426.9363 (247.2329) embed_mse 1332.9930 (1314.5164) mask_bce 0.2674 (0.2508) mask_dice 0.8402 (0.8523) mem 21940MB +[2025-12-25 04:09:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1310/1573] eta 0:03:57 lr 0.000040 time 0.4251 (0.9034) loss 1308.1072 (1315.5578) grad_norm 198.6801 (246.9350) embed_mse 1307.0229 (1314.4548) mask_bce 0.2158 (0.2508) mask_dice 0.8684 (0.8522) mem 21940MB +[2025-12-25 04:09:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1320/1573] eta 0:03:50 lr 0.000040 time 6.0933 (0.9114) loss 1342.9167 (1315.6655) grad_norm 198.5543 (246.9936) embed_mse 1341.8198 (1314.5626) mask_bce 0.2553 (0.2508) mask_dice 0.8417 (0.8522) mem 21940MB +[2025-12-25 04:09:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1330/1573] eta 0:03:41 lr 0.000040 time 0.4238 (0.9103) loss 1308.7694 (1315.6337) grad_norm 271.6563 (247.1422) embed_mse 1307.6777 (1314.5308) mask_bce 0.2216 (0.2508) mask_dice 0.8701 (0.8522) mem 21940MB +[2025-12-25 04:10:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1340/1573] eta 0:03:32 lr 0.000040 time 0.4224 (0.9102) loss 1307.8663 (1315.5695) grad_norm 262.6955 (247.2353) embed_mse 1306.7330 (1314.4666) mask_bce 0.3010 (0.2508) mask_dice 0.8323 (0.8521) mem 21940MB +[2025-12-25 04:10:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1350/1573] eta 0:03:23 lr 0.000040 time 0.4425 (0.9112) loss 1303.1229 (1315.5987) grad_norm 204.5254 (246.9811) embed_mse 1302.0734 (1314.4958) mask_bce 0.1837 (0.2507) mask_dice 0.8659 (0.8521) mem 21940MB +[2025-12-25 04:10:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1360/1573] eta 0:03:14 lr 0.000040 time 1.3061 (0.9112) loss 1328.5856 (1315.6630) grad_norm 209.2759 (246.5061) embed_mse 1327.5070 (1314.5602) mask_bce 0.2216 (0.2507) mask_dice 0.8570 (0.8521) mem 21940MB +[2025-12-25 04:10:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1370/1573] eta 0:03:05 lr 0.000040 time 0.4187 (0.9138) loss 1277.0389 (1315.7329) grad_norm 235.7343 (246.4431) embed_mse 1275.9038 (1314.6301) mask_bce 0.3137 (0.2508) mask_dice 0.8214 (0.8521) mem 21940MB +[2025-12-25 04:10:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1380/1573] eta 0:02:56 lr 0.000040 time 0.4263 (0.9124) loss 1286.9539 (1315.7385) grad_norm 208.6936 (246.2236) embed_mse 1285.8417 (1314.6357) mask_bce 0.2571 (0.2508) mask_dice 0.8552 (0.8520) mem 21940MB +[2025-12-25 04:10:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1390/1573] eta 0:02:46 lr 0.000040 time 0.4308 (0.9095) loss 1281.4559 (1315.7298) grad_norm 226.9336 (246.1122) embed_mse 1280.3768 (1314.6269) mask_bce 0.2171 (0.2508) mask_dice 0.8620 (0.8520) mem 21940MB +[2025-12-25 04:11:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1400/1573] eta 0:02:38 lr 0.000040 time 7.1829 (0.9144) loss 1314.5626 (1315.7356) grad_norm 234.5544 (246.0238) embed_mse 1313.4872 (1314.6327) mask_bce 0.2390 (0.2508) mask_dice 0.8364 (0.8520) mem 21940MB +[2025-12-25 04:11:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1410/1573] eta 0:02:29 lr 0.000040 time 0.4346 (0.9151) loss 1415.2380 (1315.9136) grad_norm 204.2014 (245.7862) embed_mse 1414.1118 (1314.8108) mask_bce 0.2888 (0.2508) mask_dice 0.8375 (0.8520) mem 21940MB +[2025-12-25 04:11:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1420/1573] eta 0:02:19 lr 0.000040 time 0.4150 (0.9117) loss 1336.9586 (1316.0237) grad_norm 157.0068 (245.2846) embed_mse 1335.8447 (1314.9209) mask_bce 0.2744 (0.2509) mask_dice 0.8395 (0.8519) mem 21940MB +[2025-12-25 04:11:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1430/1573] eta 0:02:10 lr 0.000040 time 0.4165 (0.9144) loss 1323.2089 (1316.0669) grad_norm 220.0545 (245.1429) embed_mse 1322.0898 (1314.9641) mask_bce 0.2646 (0.2509) mask_dice 0.8543 (0.8519) mem 21940MB +[2025-12-25 04:11:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1440/1573] eta 0:02:01 lr 0.000040 time 0.4237 (0.9162) loss 1273.7604 (1316.0172) grad_norm 200.8654 (244.6026) embed_mse 1272.6769 (1314.9143) mask_bce 0.2138 (0.2509) mask_dice 0.8697 (0.8519) mem 21940MB +[2025-12-25 04:11:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1450/1573] eta 0:01:52 lr 0.000040 time 0.4416 (0.9132) loss 1284.9149 (1315.8962) grad_norm 205.4994 (244.3866) embed_mse 1283.7961 (1314.7934) mask_bce 0.2650 (0.2509) mask_dice 0.8538 (0.8519) mem 21940MB +[2025-12-25 04:12:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1460/1573] eta 0:01:43 lr 0.000040 time 0.4184 (0.9144) loss 1374.5320 (1315.8694) grad_norm 271.3980 (244.5350) embed_mse 1373.3516 (1314.7665) mask_bce 0.3149 (0.2510) mask_dice 0.8655 (0.8519) mem 21940MB +[2025-12-25 04:12:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1470/1573] eta 0:01:34 lr 0.000040 time 0.4166 (0.9183) loss 1311.4508 (1315.8344) grad_norm 254.8266 (244.5912) embed_mse 1310.3748 (1314.7315) mask_bce 0.2088 (0.2510) mask_dice 0.8673 (0.8519) mem 21940MB +[2025-12-25 04:12:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1480/1573] eta 0:01:25 lr 0.000040 time 0.4159 (0.9183) loss 1281.9724 (1315.7545) grad_norm 199.1568 (244.0122) embed_mse 1280.8523 (1314.6515) mask_bce 0.2625 (0.2511) mask_dice 0.8576 (0.8519) mem 21940MB +[2025-12-25 04:12:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1490/1573] eta 0:01:16 lr 0.000040 time 0.4204 (0.9213) loss 1246.0215 (1315.6651) grad_norm 242.5976 (244.0046) embed_mse 1244.9032 (1314.5621) mask_bce 0.2685 (0.2510) mask_dice 0.8499 (0.8520) mem 21940MB +[2025-12-25 04:12:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1500/1573] eta 0:01:07 lr 0.000040 time 0.4197 (0.9212) loss 1349.7173 (1315.5393) grad_norm 282.9133 (244.2127) embed_mse 1348.6156 (1314.4364) mask_bce 0.2611 (0.2509) mask_dice 0.8405 (0.8520) mem 21940MB +[2025-12-25 04:13:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1510/1573] eta 0:00:58 lr 0.000040 time 13.6770 (0.9288) loss 1344.1208 (1315.5843) grad_norm 225.7149 (244.1143) embed_mse 1343.0326 (1314.4815) mask_bce 0.2322 (0.2508) mask_dice 0.8561 (0.8520) mem 21940MB +[2025-12-25 04:13:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1520/1573] eta 0:00:49 lr 0.000040 time 0.4216 (0.9268) loss 1314.2449 (1315.6530) grad_norm 306.2850 (244.1448) embed_mse 1313.1532 (1314.5501) mask_bce 0.2107 (0.2509) mask_dice 0.8810 (0.8520) mem 21940MB +[2025-12-25 04:13:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1530/1573] eta 0:00:39 lr 0.000040 time 0.4142 (0.9277) loss 1286.3584 (1315.6057) grad_norm 253.1015 (244.1917) embed_mse 1285.2406 (1314.5028) mask_bce 0.2771 (0.2509) mask_dice 0.8407 (0.8520) mem 21940MB +[2025-12-25 04:13:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1540/1573] eta 0:00:30 lr 0.000040 time 0.4232 (0.9251) loss 1293.5360 (1315.5536) grad_norm 222.4868 (244.0786) embed_mse 1292.4242 (1314.4506) mask_bce 0.2777 (0.2511) mask_dice 0.8341 (0.8519) mem 21940MB +[2025-12-25 04:13:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1550/1573] eta 0:00:21 lr 0.000040 time 4.2530 (0.9306) loss 1318.8135 (1315.4695) grad_norm 373.2529 (244.7479) embed_mse 1317.7166 (1314.3665) mask_bce 0.2612 (0.2511) mask_dice 0.8357 (0.8519) mem 21940MB +[2025-12-25 04:13:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1560/1573] eta 0:00:12 lr 0.000040 time 0.4184 (0.9279) loss 1230.8773 (1315.3695) grad_norm 342.7104 (245.1851) embed_mse 1229.7925 (1314.2666) mask_bce 0.2073 (0.2510) mask_dice 0.8776 (0.8519) mem 21940MB +[2025-12-25 04:14:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1570/1573] eta 0:00:02 lr 0.000040 time 0.4183 (0.9287) loss 1302.9275 (1315.3823) grad_norm 189.9078 (244.9030) embed_mse 1301.8142 (1314.2792) mask_bce 0.2687 (0.2511) mask_dice 0.8446 (0.8519) mem 21940MB +[2025-12-25 04:14:04 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 8 training takes 0:24:20 +[2025-12-25 04:14:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][0/1573] eta 4:29:12 lr 0.000040 time 10.2684 (10.2684) loss 1318.6567 (1318.6567) grad_norm 0.0000 (0.0000) embed_mse 1317.5265 (1317.5265) mask_bce 0.3122 (0.3122) mask_dice 0.8180 (0.8180) mem 21940MB +[2025-12-25 04:14:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][10/1573] eta 0:48:40 lr 0.000040 time 4.4019 (1.8687) loss 1304.7551 (1308.9214) grad_norm 299.3143 (299.3143) embed_mse 1303.6635 (1307.8127) mask_bce 0.2294 (0.2605) mask_dice 0.8623 (0.8482) mem 21940MB +[2025-12-25 04:14:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][20/1573] eta 0:31:43 lr 0.000040 time 0.4292 (1.2259) loss 1249.9417 (1296.3764) grad_norm 201.7894 (250.5518) embed_mse 1248.8391 (1295.2738) mask_bce 0.2485 (0.2513) mask_dice 0.8542 (0.8513) mem 21940MB +[2025-12-25 04:14:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][30/1573] eta 0:30:03 lr 0.000040 time 1.2099 (1.1687) loss 1391.3296 (1299.8068) grad_norm 180.2604 (227.1213) embed_mse 1390.1930 (1298.7031) mask_bce 0.3137 (0.2521) mask_dice 0.8231 (0.8516) mem 21940MB +[2025-12-25 04:14:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][40/1573] eta 0:32:49 lr 0.000040 time 0.4196 (1.2848) loss 1302.5791 (1299.8906) grad_norm 190.0944 (221.7109) embed_mse 1301.4911 (1298.7891) mask_bce 0.2241 (0.2492) mask_dice 0.8639 (0.8524) mem 21940MB +[2025-12-25 04:15:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][50/1573] eta 0:30:45 lr 0.000040 time 0.4261 (1.2118) loss 1276.0834 (1299.5789) grad_norm 181.7663 (215.0535) embed_mse 1274.9849 (1298.4746) mask_bce 0.2313 (0.2520) mask_dice 0.8672 (0.8524) mem 21940MB +[2025-12-25 04:15:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][60/1573] eta 0:28:09 lr 0.000040 time 0.4511 (1.1169) loss 1309.3036 (1303.8929) grad_norm 222.0788 (216.0571) embed_mse 1308.2283 (1302.7894) mask_bce 0.2059 (0.2506) mask_dice 0.8694 (0.8529) mem 21940MB +[2025-12-25 04:15:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][70/1573] eta 0:28:16 lr 0.000040 time 0.4182 (1.1285) loss 1336.3138 (1305.8448) grad_norm 337.6073 (231.2509) embed_mse 1335.2052 (1304.7391) mask_bce 0.2825 (0.2530) mask_dice 0.8262 (0.8527) mem 21940MB +[2025-12-25 04:15:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][80/1573] eta 0:27:15 lr 0.000040 time 0.4368 (1.0952) loss 1288.1268 (1307.1520) grad_norm 505.0061 (264.8365) embed_mse 1287.0453 (1306.0467) mask_bce 0.2250 (0.2525) mask_dice 0.8566 (0.8529) mem 21940MB +[2025-12-25 04:15:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][90/1573] eta 0:26:16 lr 0.000040 time 0.4388 (1.0630) loss 1284.2051 (1308.4622) grad_norm 196.9329 (258.6634) embed_mse 1283.1304 (1307.3572) mask_bce 0.2228 (0.2528) mask_dice 0.8520 (0.8523) mem 21940MB +[2025-12-25 04:15:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][100/1573] eta 0:27:39 lr 0.000040 time 0.4229 (1.1269) loss 1333.7469 (1309.3557) grad_norm 340.4009 (265.4749) embed_mse 1332.6569 (1308.2510) mask_bce 0.2324 (0.2525) mask_dice 0.8577 (0.8522) mem 21940MB +[2025-12-25 04:16:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][110/1573] eta 0:25:57 lr 0.000040 time 0.4588 (1.0645) loss 1334.0613 (1309.8990) grad_norm 215.3165 (261.6165) embed_mse 1332.9636 (1308.7939) mask_bce 0.2367 (0.2523) mask_dice 0.8609 (0.8527) mem 21940MB +[2025-12-25 04:16:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][120/1573] eta 0:25:23 lr 0.000040 time 0.4422 (1.0488) loss 1299.3959 (1310.6935) grad_norm 315.5010 (262.3908) embed_mse 1298.3102 (1309.5891) mask_bce 0.2392 (0.2531) mask_dice 0.8464 (0.8514) mem 21940MB +[2025-12-25 04:16:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][130/1573] eta 0:24:30 lr 0.000040 time 0.4203 (1.0193) loss 1284.6053 (1310.1185) grad_norm 316.5549 (265.7760) embed_mse 1283.4994 (1309.0148) mask_bce 0.2509 (0.2525) mask_dice 0.8551 (0.8512) mem 21940MB +[2025-12-25 04:16:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][140/1573] eta 0:25:06 lr 0.000040 time 0.4164 (1.0514) loss 1300.1938 (1309.9852) grad_norm 213.9300 (262.7263) embed_mse 1299.1084 (1308.8816) mask_bce 0.2457 (0.2520) mask_dice 0.8397 (0.8515) mem 21940MB +[2025-12-25 04:16:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][150/1573] eta 0:24:33 lr 0.000040 time 0.4338 (1.0353) loss 1345.8640 (1311.1966) grad_norm 283.0205 (263.8537) embed_mse 1344.7448 (1310.0937) mask_bce 0.2628 (0.2509) mask_dice 0.8565 (0.8520) mem 21940MB +[2025-12-25 04:16:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][160/1573] eta 0:23:50 lr 0.000040 time 0.4170 (1.0126) loss 1320.1736 (1311.1267) grad_norm 308.5312 (266.4190) embed_mse 1319.0803 (1310.0242) mask_bce 0.2352 (0.2505) mask_dice 0.8580 (0.8519) mem 21940MB +[2025-12-25 04:16:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][170/1573] eta 0:23:22 lr 0.000040 time 0.4228 (0.9995) loss 1293.1384 (1311.4653) grad_norm 355.0701 (270.6404) embed_mse 1292.0471 (1310.3626) mask_bce 0.2422 (0.2509) mask_dice 0.8491 (0.8517) mem 21940MB +[2025-12-25 04:17:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][180/1573] eta 0:22:50 lr 0.000040 time 0.4165 (0.9841) loss 1292.1924 (1311.2464) grad_norm 317.0815 (272.7514) embed_mse 1291.1107 (1310.1439) mask_bce 0.2373 (0.2510) mask_dice 0.8444 (0.8515) mem 21940MB +[2025-12-25 04:17:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][190/1573] eta 0:22:39 lr 0.000040 time 0.4210 (0.9833) loss 1318.5151 (1310.9732) grad_norm 219.0351 (270.4159) embed_mse 1317.4150 (1309.8709) mask_bce 0.2605 (0.2509) mask_dice 0.8396 (0.8514) mem 21940MB +[2025-12-25 04:17:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][200/1573] eta 0:22:23 lr 0.000040 time 0.4300 (0.9783) loss 1333.9554 (1311.1768) grad_norm 219.9822 (264.0378) embed_mse 1332.8545 (1310.0741) mask_bce 0.2534 (0.2511) mask_dice 0.8475 (0.8515) mem 21940MB +[2025-12-25 04:17:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][210/1573] eta 0:22:10 lr 0.000040 time 0.4177 (0.9759) loss 1416.4740 (1312.0832) grad_norm 171.6492 (260.4844) embed_mse 1415.3734 (1310.9804) mask_bce 0.2558 (0.2515) mask_dice 0.8449 (0.8513) mem 21940MB +[2025-12-25 04:17:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][220/1573] eta 0:21:31 lr 0.000040 time 0.4173 (0.9543) loss 1306.4406 (1311.8930) grad_norm 331.4388 (263.1124) embed_mse 1305.3483 (1310.7902) mask_bce 0.2400 (0.2515) mask_dice 0.8523 (0.8513) mem 21940MB +[2025-12-25 04:17:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][230/1573] eta 0:21:32 lr 0.000040 time 0.4166 (0.9624) loss 1294.7834 (1312.4344) grad_norm 270.8384 (263.3883) embed_mse 1293.6666 (1311.3315) mask_bce 0.2761 (0.2520) mask_dice 0.8407 (0.8509) mem 21940MB +[2025-12-25 04:17:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][240/1573] eta 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04:19:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][340/1573] eta 0:19:05 lr 0.000039 time 0.4198 (0.9292) loss 1300.5347 (1311.6964) grad_norm 240.9411 (260.4032) embed_mse 1299.4550 (1310.5924) mask_bce 0.2374 (0.2529) mask_dice 0.8423 (0.8511) mem 21940MB +[2025-12-25 04:19:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][350/1573] eta 0:18:56 lr 0.000039 time 5.3554 (0.9289) loss 1307.2327 (1312.2869) grad_norm 371.8847 (262.9958) embed_mse 1306.1122 (1311.1831) mask_bce 0.2595 (0.2528) mask_dice 0.8610 (0.8511) mem 21940MB +[2025-12-25 04:19:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][360/1573] eta 0:18:34 lr 0.000039 time 0.4205 (0.9185) loss 1360.1923 (1312.8851) grad_norm 316.1858 (266.7272) embed_mse 1359.1034 (1311.7810) mask_bce 0.2204 (0.2529) mask_dice 0.8684 (0.8512) mem 21940MB +[2025-12-25 04:19:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][370/1573] eta 0:18:28 lr 0.000039 time 0.4168 (0.9215) loss 1278.6860 (1312.6454) grad_norm 273.9294 (266.8838) embed_mse 1277.5708 (1311.5414) mask_bce 0.2590 (0.2528) mask_dice 0.8562 (0.8511) mem 21940MB +[2025-12-25 04:19:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][380/1573] eta 0:18:23 lr 0.000039 time 0.4195 (0.9251) loss 1319.6666 (1312.3263) grad_norm 283.0349 (267.2274) embed_mse 1318.5842 (1311.2225) mask_bce 0.2200 (0.2527) mask_dice 0.8622 (0.8512) mem 21940MB +[2025-12-25 04:20:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][390/1573] eta 0:18:18 lr 0.000039 time 0.4208 (0.9287) loss 1374.2334 (1312.2994) grad_norm 210.0312 (266.0358) embed_mse 1373.1592 (1311.1958) mask_bce 0.2334 (0.2525) mask_dice 0.8408 (0.8511) mem 21940MB +[2025-12-25 04:20:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][400/1573] eta 0:18:16 lr 0.000039 time 0.4187 (0.9348) loss 1309.3080 (1311.6989) grad_norm 200.8666 (262.6727) embed_mse 1308.1973 (1310.5955) mask_bce 0.2328 (0.2522) mask_dice 0.8779 (0.8512) mem 21940MB +[2025-12-25 04:20:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][410/1573] eta 0:17:55 lr 0.000039 time 1.5236 (0.9250) loss 1285.3207 (1311.7140) grad_norm 237.4391 (262.1779) embed_mse 1284.2397 (1310.6107) mask_bce 0.2093 (0.2521) mask_dice 0.8716 (0.8512) mem 21940MB +[2025-12-25 04:20:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][420/1573] eta 0:18:16 lr 0.000039 time 3.8301 (0.9507) loss 1351.2059 (1312.0051) grad_norm 243.4641 (261.8181) embed_mse 1350.1155 (1310.9016) mask_bce 0.2329 (0.2521) mask_dice 0.8575 (0.8513) mem 21940MB +[2025-12-25 04:20:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][430/1573] eta 0:18:11 lr 0.000039 time 0.4161 (0.9547) loss 1283.6902 (1312.1070) grad_norm 305.6746 (262.6455) embed_mse 1282.5933 (1311.0038) mask_bce 0.2115 (0.2518) mask_dice 0.8855 (0.8515) mem 21940MB +[2025-12-25 04:21:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][440/1573] eta 0:17:55 lr 0.000039 time 0.4202 (0.9497) loss 1291.7328 (1311.9931) grad_norm 271.5020 (265.2591) embed_mse 1290.6536 (1310.8898) mask_bce 0.2403 (0.2520) mask_dice 0.8388 (0.8512) mem 21940MB +[2025-12-25 04:21:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][450/1573] eta 0:17:33 lr 0.000039 time 0.4178 (0.9380) loss 1323.5710 (1312.0431) grad_norm 205.7296 (264.1961) embed_mse 1322.4554 (1310.9398) mask_bce 0.2680 (0.2521) mask_dice 0.8475 (0.8512) mem 21940MB +[2025-12-25 04:21:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][460/1573] eta 0:17:40 lr 0.000039 time 8.5569 (0.9527) loss 1267.7004 (1312.0784) grad_norm 248.4834 (263.9204) embed_mse 1266.6049 (1310.9751) mask_bce 0.2396 (0.2520) mask_dice 0.8560 (0.8512) mem 21940MB +[2025-12-25 04:21:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][470/1573] eta 0:17:29 lr 0.000039 time 2.8351 (0.9518) loss 1347.6393 (1312.1207) grad_norm 235.4265 (263.4292) embed_mse 1346.5469 (1311.0174) mask_bce 0.2308 (0.2523) mask_dice 0.8617 (0.8510) mem 21940MB +[2025-12-25 04:21:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][480/1573] eta 0:17:08 lr 0.000039 time 0.4154 (0.9408) loss 1273.3700 (1312.3217) grad_norm 183.0328 (262.7966) embed_mse 1272.2839 (1311.2183) mask_bce 0.2182 (0.2524) mask_dice 0.8680 (0.8510) mem 21940MB +[2025-12-25 04:21:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][490/1573] eta 0:16:56 lr 0.000039 time 0.4530 (0.9386) loss 1299.1534 (1312.6945) grad_norm 243.2505 (262.4761) embed_mse 1298.0695 (1311.5911) mask_bce 0.2391 (0.2523) mask_dice 0.8449 (0.8510) mem 21940MB +[2025-12-25 04:21:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][500/1573] eta 0:16:49 lr 0.000039 time 1.5121 (0.9407) loss 1321.8794 (1312.8168) grad_norm 338.6889 (263.7054) embed_mse 1320.7828 (1311.7135) mask_bce 0.2256 (0.2521) mask_dice 0.8710 (0.8512) mem 21940MB +[2025-12-25 04:22:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][510/1573] eta 0:16:42 lr 0.000039 time 0.4225 (0.9429) loss 1312.8458 (1312.8068) grad_norm 235.0809 (263.2510) embed_mse 1311.7313 (1311.7036) mask_bce 0.2748 (0.2520) mask_dice 0.8396 (0.8512) mem 21940MB +[2025-12-25 04:22:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][520/1573] eta 0:16:23 lr 0.000039 time 0.4177 (0.9341) loss 1306.1526 (1312.5354) grad_norm 199.9326 (261.6592) embed_mse 1305.0725 (1311.4322) mask_bce 0.2283 (0.2521) mask_dice 0.8518 (0.8511) mem 21940MB +[2025-12-25 04:22:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][530/1573] eta 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grad_norm 194.3493 (261.7499) embed_mse 1376.7957 (1311.6253) mask_bce 0.2640 (0.2534) mask_dice 0.8420 (0.8511) mem 21940MB +[2025-12-25 04:23:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][570/1573] eta 0:15:43 lr 0.000039 time 0.4173 (0.9407) loss 1316.9858 (1312.6078) grad_norm 350.6460 (263.0020) embed_mse 1315.8412 (1311.5032) mask_bce 0.3183 (0.2535) mask_dice 0.8264 (0.8511) mem 21940MB +[2025-12-25 04:23:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][580/1573] eta 0:15:31 lr 0.000039 time 0.4181 (0.9376) loss 1308.6436 (1312.6238) grad_norm 183.8465 (261.9026) embed_mse 1307.5254 (1311.5191) mask_bce 0.2733 (0.2535) mask_dice 0.8449 (0.8512) mem 21940MB +[2025-12-25 04:23:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][590/1573] eta 0:15:19 lr 0.000039 time 0.4251 (0.9350) loss 1294.6356 (1312.3398) grad_norm 412.6603 (263.9678) embed_mse 1293.5255 (1311.2349) mask_bce 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04:24:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][630/1573] eta 0:14:54 lr 0.000039 time 0.4191 (0.9482) loss 1277.2039 (1311.8130) grad_norm 225.5678 (261.8984) embed_mse 1276.1239 (1310.7084) mask_bce 0.2135 (0.2536) mask_dice 0.8665 (0.8510) mem 21940MB +[2025-12-25 04:24:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][640/1573] eta 0:14:38 lr 0.000039 time 0.4143 (0.9421) loss 1269.9094 (1311.9833) grad_norm 183.2269 (259.3452) embed_mse 1268.7883 (1310.8785) mask_bce 0.2460 (0.2537) mask_dice 0.8750 (0.8511) mem 21940MB +[2025-12-25 04:24:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][650/1573] eta 0:14:30 lr 0.000039 time 0.4160 (0.9427) loss 1295.8140 (1311.9993) grad_norm 192.0149 (258.5139) embed_mse 1294.7201 (1310.8945) mask_bce 0.2325 (0.2537) mask_dice 0.8613 (0.8511) mem 21940MB +[2025-12-25 04:24:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][660/1573] eta 0:14:23 lr 0.000039 time 0.4198 (0.9456) loss 1313.6719 (1312.0098) grad_norm 177.9624 (257.5316) embed_mse 1312.5765 (1310.9049) mask_bce 0.2314 (0.2538) mask_dice 0.8640 (0.8512) mem 21940MB +[2025-12-25 04:24:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][670/1573] eta 0:14:27 lr 0.000039 time 0.4174 (0.9602) loss 1365.8494 (1312.0477) grad_norm 360.8044 (258.7758) embed_mse 1364.7063 (1310.9427) mask_bce 0.3014 (0.2538) mask_dice 0.8416 (0.8511) mem 21940MB +[2025-12-25 04:24:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][680/1573] eta 0:14:10 lr 0.000039 time 0.4158 (0.9523) loss 1343.7577 (1311.9636) grad_norm 405.2717 (260.2239) embed_mse 1342.6544 (1310.8587) mask_bce 0.2583 (0.2540) mask_dice 0.8449 (0.8510) mem 21940MB +[2025-12-25 04:25:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][690/1573] eta 0:14:02 lr 0.000039 time 0.4274 (0.9545) loss 1280.9226 (1311.9629) grad_norm 245.8397 (260.0566) embed_mse 1279.8214 (1310.8580) mask_bce 0.2477 (0.2540) mask_dice 0.8536 (0.8510) mem 21940MB +[2025-12-25 04:25:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][700/1573] eta 0:13:57 lr 0.000039 time 0.4205 (0.9593) loss 1321.7279 (1311.9731) grad_norm 354.2262 (261.1390) embed_mse 1320.5669 (1310.8680) mask_bce 0.2936 (0.2542) mask_dice 0.8675 (0.8509) mem 21940MB +[2025-12-25 04:25:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][710/1573] eta 0:13:49 lr 0.000039 time 0.4170 (0.9610) loss 1259.8004 (1311.7019) grad_norm 190.0729 (260.3315) embed_mse 1258.6919 (1310.5970) mask_bce 0.2455 (0.2541) mask_dice 0.8631 (0.8509) mem 21940MB +[2025-12-25 04:25:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][720/1573] eta 0:13:39 lr 0.000039 time 0.4153 (0.9612) loss 1318.1997 (1311.8494) grad_norm 172.7310 (258.4286) embed_mse 1317.0989 (1310.7446) mask_bce 0.2491 (0.2539) mask_dice 0.8518 (0.8509) mem 21940MB +[2025-12-25 04:25:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][730/1573] eta 0:13:29 lr 0.000039 time 0.4189 (0.9608) loss 1400.1704 (1312.0139) grad_norm 423.4067 (260.2415) embed_mse 1399.0675 (1310.9091) mask_bce 0.2621 (0.2539) mask_dice 0.8409 (0.8508) mem 21940MB +[2025-12-25 04:26:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][740/1573] eta 0:13:25 lr 0.000039 time 0.4239 (0.9675) loss 1272.1195 (1312.0342) grad_norm 314.9253 (260.8359) embed_mse 1271.0232 (1310.9297) mask_bce 0.2301 (0.2536) mask_dice 0.8662 (0.8509) mem 21940MB +[2025-12-25 04:26:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][750/1573] eta 0:13:15 lr 0.000039 time 1.2381 (0.9665) loss 1349.4163 (1312.3303) grad_norm 329.1791 (261.5708) embed_mse 1348.2401 (1311.2259) mask_bce 0.3048 (0.2534) mask_dice 0.8713 (0.8510) mem 21940MB +[2025-12-25 04:26:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][760/1573] eta 0:13:01 lr 0.000039 time 0.4146 (0.9610) loss 1353.5868 (1312.2576) grad_norm 198.9161 (261.8049) embed_mse 1352.4911 (1311.1531) mask_bce 0.2492 (0.2534) mask_dice 0.8465 (0.8511) mem 21940MB +[2025-12-25 04:26:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][770/1573] eta 0:12:56 lr 0.000039 time 0.4144 (0.9665) loss 1374.3446 (1312.4265) grad_norm 246.0032 (261.6404) embed_mse 1373.2438 (1311.3222) mask_bce 0.2223 (0.2532) mask_dice 0.8785 (0.8511) mem 21940MB +[2025-12-25 04:26:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][780/1573] eta 0:12:55 lr 0.000039 time 0.4147 (0.9781) loss 1288.4323 (1312.4094) grad_norm 167.5346 (260.6702) embed_mse 1287.3184 (1311.3051) mask_bce 0.2856 (0.2532) mask_dice 0.8282 (0.8511) mem 21940MB +[2025-12-25 04:26:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][790/1573] eta 0:12:44 lr 0.000039 time 0.4196 (0.9765) loss 1363.9919 (1312.5893) grad_norm 227.6423 (260.3332) embed_mse 1362.8713 (1311.4849) mask_bce 0.2945 (0.2533) mask_dice 0.8261 (0.8510) mem 21940MB +[2025-12-25 04:27:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][800/1573] eta 0:12:33 lr 0.000039 time 0.4156 (0.9753) loss 1376.3007 (1312.7215) grad_norm 204.1033 (259.0559) embed_mse 1375.2070 (1311.6170) mask_bce 0.2224 (0.2535) mask_dice 0.8713 (0.8511) mem 21940MB +[2025-12-25 04:27:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][810/1573] eta 0:12:24 lr 0.000039 time 0.4219 (0.9763) loss 1260.9086 (1312.7771) grad_norm 182.9710 (258.3026) embed_mse 1259.7648 (1311.6725) mask_bce 0.3082 (0.2535) mask_dice 0.8355 (0.8510) mem 21940MB +[2025-12-25 04:27:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][820/1573] eta 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grad_norm 272.5895 (256.9758) embed_mse 1308.7932 (1312.0959) mask_bce 0.3558 (0.2538) mask_dice 0.8578 (0.8509) mem 21940MB +[2025-12-25 04:28:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][860/1573] eta 0:11:39 lr 0.000039 time 0.4228 (0.9812) loss 1344.5698 (1313.2903) grad_norm 221.3177 (256.6425) embed_mse 1343.4872 (1312.1856) mask_bce 0.2372 (0.2538) mask_dice 0.8455 (0.8508) mem 21940MB +[2025-12-25 04:28:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][870/1573] eta 0:11:27 lr 0.000039 time 0.4179 (0.9784) loss 1336.3868 (1313.6945) grad_norm 164.1792 (255.7864) embed_mse 1335.2380 (1312.5897) mask_bce 0.3071 (0.2540) mask_dice 0.8416 (0.8508) mem 21940MB +[2025-12-25 04:28:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][880/1573] eta 0:11:21 lr 0.000039 time 2.8896 (0.9830) loss 1273.1885 (1313.5550) grad_norm 184.7609 (254.6853) embed_mse 1272.0887 (1312.4502) mask_bce 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04:29:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][920/1573] eta 0:10:41 lr 0.000039 time 0.4190 (0.9831) loss 1370.5994 (1313.6982) grad_norm 286.9642 (254.7711) embed_mse 1369.3591 (1312.5933) mask_bce 0.3493 (0.2539) mask_dice 0.8910 (0.8510) mem 21940MB +[2025-12-25 04:29:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][930/1573] eta 0:10:31 lr 0.000039 time 0.4165 (0.9818) loss 1362.5698 (1313.6164) grad_norm 232.6412 (254.5803) embed_mse 1361.5006 (1312.5116) mask_bce 0.2080 (0.2539) mask_dice 0.8611 (0.8509) mem 21940MB +[2025-12-25 04:29:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][940/1573] eta 0:10:26 lr 0.000039 time 2.4299 (0.9893) loss 1316.7324 (1313.6952) grad_norm 162.6750 (253.7948) embed_mse 1315.6240 (1312.5904) mask_bce 0.2639 (0.2540) mask_dice 0.8446 (0.8508) mem 21940MB +[2025-12-25 04:29:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][950/1573] eta 0:10:14 lr 0.000039 time 0.4196 (0.9857) loss 1330.3217 (1313.7289) grad_norm 224.7874 (253.5490) embed_mse 1329.2439 (1312.6241) mask_bce 0.2412 (0.2540) mask_dice 0.8366 (0.8508) mem 21940MB +[2025-12-25 04:29:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][960/1573] eta 0:10:04 lr 0.000039 time 0.4400 (0.9859) loss 1301.6351 (1313.7328) grad_norm 212.8913 (252.5291) embed_mse 1300.4622 (1312.6279) mask_bce 0.3230 (0.2543) mask_dice 0.8500 (0.8507) mem 21940MB +[2025-12-25 04:30:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][970/1573] eta 0:09:54 lr 0.000039 time 0.4172 (0.9861) loss 1301.4272 (1313.8332) grad_norm 178.3283 (251.9158) embed_mse 1300.3608 (1312.7282) mask_bce 0.1802 (0.2543) mask_dice 0.8863 (0.8507) mem 21940MB +[2025-12-25 04:30:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][980/1573] eta 0:09:43 lr 0.000039 time 0.4250 (0.9843) loss 1376.2722 (1313.9126) grad_norm 417.2513 (253.2710) embed_mse 1375.1537 (1312.8076) mask_bce 0.2952 (0.2543) mask_dice 0.8233 (0.8507) mem 21940MB +[2025-12-25 04:30:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][990/1573] eta 0:09:35 lr 0.000039 time 0.4203 (0.9869) loss 1352.3398 (1313.8001) grad_norm 333.8376 (253.9261) embed_mse 1351.2211 (1312.6950) mask_bce 0.2882 (0.2543) mask_dice 0.8306 (0.8507) mem 21940MB +[2025-12-25 04:30:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1000/1573] eta 0:09:30 lr 0.000038 time 0.4117 (0.9959) loss 1299.5951 (1313.7247) grad_norm 265.4597 (253.6292) embed_mse 1298.4788 (1312.6196) mask_bce 0.2809 (0.2544) mask_dice 0.8354 (0.8507) mem 21940MB +[2025-12-25 04:30:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1010/1573] eta 0:09:22 lr 0.000038 time 0.4218 (0.9992) loss 1352.6802 (1313.6216) grad_norm 222.4598 (253.3818) embed_mse 1351.5962 (1312.5164) mask_bce 0.2287 (0.2546) mask_dice 0.8553 (0.8506) mem 21940MB +[2025-12-25 04:30:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1020/1573] eta 0:09:09 lr 0.000038 time 0.4230 (0.9936) loss 1280.5558 (1313.5111) grad_norm 353.8701 (254.1731) embed_mse 1279.4651 (1312.4059) mask_bce 0.2263 (0.2546) mask_dice 0.8644 (0.8506) mem 21940MB +[2025-12-25 04:31:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1030/1573] eta 0:08:59 lr 0.000038 time 2.7785 (0.9927) loss 1303.6979 (1313.5424) grad_norm 288.9035 (254.4444) embed_mse 1302.6099 (1312.4373) mask_bce 0.2436 (0.2546) mask_dice 0.8443 (0.8506) mem 21940MB +[2025-12-25 04:31:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1040/1573] eta 0:08:50 lr 0.000038 time 0.4152 (0.9956) loss 1308.9159 (1313.3640) grad_norm 260.7082 (254.9854) embed_mse 1307.7821 (1312.2589) mask_bce 0.2709 (0.2545) mask_dice 0.8629 (0.8506) mem 21940MB +[2025-12-25 04:31:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1050/1573] eta 0:08:39 lr 0.000038 time 0.4438 (0.9940) loss 1395.2959 (1313.3789) grad_norm 231.2642 (254.8044) embed_mse 1394.1755 (1312.2737) mask_bce 0.2855 (0.2545) mask_dice 0.8350 (0.8506) mem 21940MB +[2025-12-25 04:31:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1060/1573] eta 0:08:27 lr 0.000038 time 0.4192 (0.9896) loss 1320.9563 (1313.3729) grad_norm 254.8491 (254.8047) embed_mse 1319.8418 (1312.2678) mask_bce 0.2752 (0.2545) mask_dice 0.8393 (0.8506) mem 21940MB +[2025-12-25 04:31:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1070/1573] eta 0:08:20 lr 0.000038 time 0.4156 (0.9957) loss 1343.2743 (1313.4313) grad_norm 264.3536 (254.8765) embed_mse 1342.1549 (1312.3262) mask_bce 0.2684 (0.2545) mask_dice 0.8509 (0.8506) mem 21940MB +[2025-12-25 04:31:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1080/1573] eta 0:08:10 lr 0.000038 time 1.4956 (0.9943) loss 1326.1815 (1313.3854) grad_norm 210.5656 (255.0611) embed_mse 1325.0996 (1312.2803) mask_bce 0.2231 (0.2545) mask_dice 0.8588 (0.8505) mem 21940MB +[2025-12-25 04:32:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1090/1573] eta 0:08:03 lr 0.000038 time 0.4334 (1.0006) loss 1372.9811 (1313.5743) grad_norm 183.3263 (254.5337) embed_mse 1371.8435 (1312.4692) mask_bce 0.3051 (0.2546) mask_dice 0.8326 (0.8505) mem 21940MB +[2025-12-25 04:32:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1100/1573] eta 0:07:55 lr 0.000038 time 0.4188 (1.0054) loss 1295.6323 (1313.8034) grad_norm 246.6727 (254.4763) embed_mse 1294.4895 (1312.6981) mask_bce 0.3199 (0.2547) mask_dice 0.8229 (0.8506) mem 21940MB +[2025-12-25 04:32:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1110/1573] eta 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grad_norm 211.6920 (254.3936) embed_mse 1257.8643 (1312.7686) mask_bce 0.2500 (0.2546) mask_dice 0.8408 (0.8506) mem 21940MB +[2025-12-25 04:33:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1150/1573] eta 0:07:06 lr 0.000038 time 0.4158 (1.0087) loss 1293.2787 (1313.8499) grad_norm 322.4904 (254.8698) embed_mse 1292.1885 (1312.7449) mask_bce 0.2348 (0.2545) mask_dice 0.8554 (0.8506) mem 21940MB +[2025-12-25 04:33:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1160/1573] eta 0:06:56 lr 0.000038 time 1.8442 (1.0092) loss 1289.3085 (1313.8863) grad_norm 211.9550 (254.2063) embed_mse 1288.2257 (1312.7811) mask_bce 0.2380 (0.2546) mask_dice 0.8447 (0.8507) mem 21940MB +[2025-12-25 04:33:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1170/1573] eta 0:06:45 lr 0.000038 time 0.4707 (1.0070) loss 1327.6501 (1313.8733) grad_norm 165.3415 (253.5977) embed_mse 1326.5750 (1312.7681) mask_bce 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INFO Train: [9/30][1240/1573] eta 0:05:37 lr 0.000038 time 0.4227 (1.0145) loss 1302.3175 (1314.0455) grad_norm 302.7893 (254.5580) embed_mse 1301.1846 (1312.9403) mask_bce 0.3101 (0.2546) mask_dice 0.8228 (0.8506) mem 21940MB +[2025-12-25 04:35:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1250/1573] eta 0:05:27 lr 0.000038 time 0.4203 (1.0136) loss 1339.9465 (1314.1165) grad_norm 287.9957 (254.7724) embed_mse 1338.8778 (1313.0113) mask_bce 0.2177 (0.2544) mask_dice 0.8510 (0.8507) mem 21940MB +[2025-12-25 04:35:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1260/1573] eta 0:05:18 lr 0.000038 time 6.0129 (1.0170) loss 1296.9385 (1314.0523) grad_norm 344.0854 (255.3412) embed_mse 1295.8274 (1312.9472) mask_bce 0.2741 (0.2544) mask_dice 0.8371 (0.8507) mem 21940MB +[2025-12-25 04:35:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1270/1573] eta 0:05:08 lr 0.000038 time 0.4267 (1.0183) loss 1298.4009 (1314.0275) grad_norm 193.9007 (254.9524) embed_mse 1297.2799 (1312.9223) mask_bce 0.2888 (0.2544) mask_dice 0.8321 (0.8508) mem 21940MB +[2025-12-25 04:35:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1280/1573] eta 0:04:57 lr 0.000038 time 0.4175 (1.0138) loss 1291.5413 (1314.1952) grad_norm 185.3222 (254.7610) embed_mse 1290.4447 (1313.0901) mask_bce 0.2231 (0.2543) mask_dice 0.8735 (0.8508) mem 21940MB +[2025-12-25 04:35:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1290/1573] eta 0:04:48 lr 0.000038 time 0.4192 (1.0181) loss 1283.1654 (1314.0264) grad_norm 258.3896 (254.7836) embed_mse 1282.0331 (1312.9214) mask_bce 0.2852 (0.2543) mask_dice 0.8471 (0.8508) mem 21940MB +[2025-12-25 04:36:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1300/1573] eta 0:04:37 lr 0.000038 time 0.4233 (1.0159) loss 1349.1726 (1314.1785) grad_norm 315.3365 (255.1573) embed_mse 1348.0391 (1313.0734) mask_bce 0.2922 (0.2543) mask_dice 0.8413 (0.8508) mem 21940MB +[2025-12-25 04:36:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1310/1573] eta 0:04:27 lr 0.000038 time 4.5884 (1.0173) loss 1315.1755 (1314.1552) grad_norm 271.1611 (255.2555) embed_mse 1314.0938 (1313.0502) mask_bce 0.1963 (0.2542) mask_dice 0.8855 (0.8508) mem 21940MB +[2025-12-25 04:36:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1320/1573] eta 0:04:17 lr 0.000038 time 0.4169 (1.0186) loss 1257.1530 (1314.0549) grad_norm 355.2211 (256.7199) embed_mse 1256.0487 (1312.9499) mask_bce 0.2749 (0.2541) mask_dice 0.8293 (0.8509) mem 21940MB +[2025-12-25 04:36:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1330/1573] eta 0:04:07 lr 0.000038 time 0.4218 (1.0189) loss 1312.7797 (1314.1001) grad_norm 230.2730 (256.5606) embed_mse 1311.6499 (1312.9951) mask_bce 0.2872 (0.2541) mask_dice 0.8426 (0.8509) mem 21940MB +[2025-12-25 04:36:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1340/1573] eta 0:03:57 lr 0.000038 time 0.4179 (1.0188) loss 1317.1583 (1314.2276) grad_norm 214.3755 (256.3080) embed_mse 1316.0695 (1313.1227) mask_bce 0.2467 (0.2540) mask_dice 0.8422 (0.8509) mem 21940MB +[2025-12-25 04:36:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1350/1573] eta 0:03:46 lr 0.000038 time 0.4189 (1.0175) loss 1286.1377 (1314.1859) grad_norm 199.9180 (255.9724) embed_mse 1285.0219 (1313.0809) mask_bce 0.2848 (0.2541) mask_dice 0.8311 (0.8509) mem 21940MB +[2025-12-25 04:37:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1360/1573] eta 0:03:37 lr 0.000038 time 0.4252 (1.0212) loss 1323.0356 (1314.2984) grad_norm 296.3454 (256.0532) embed_mse 1321.9314 (1313.1933) mask_bce 0.2608 (0.2542) mask_dice 0.8434 (0.8508) mem 21940MB +[2025-12-25 04:37:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1370/1573] eta 0:03:26 lr 0.000038 time 0.4202 (1.0176) loss 1324.3308 (1314.4973) grad_norm 261.5580 (256.0854) embed_mse 1323.2102 (1313.3923) mask_bce 0.2943 (0.2542) mask_dice 0.8263 (0.8508) mem 21940MB +[2025-12-25 04:37:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1380/1573] eta 0:03:16 lr 0.000038 time 2.3381 (1.0204) loss 1350.9064 (1314.4718) grad_norm 260.2556 (256.1096) embed_mse 1349.8198 (1313.3669) mask_bce 0.2359 (0.2541) mask_dice 0.8505 (0.8508) mem 21940MB +[2025-12-25 04:37:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1390/1573] eta 0:03:06 lr 0.000038 time 0.4438 (1.0168) loss 1315.3463 (1314.4993) grad_norm 261.4543 (256.1405) embed_mse 1314.2476 (1313.3945) mask_bce 0.2587 (0.2541) mask_dice 0.8400 (0.8508) mem 21940MB +[2025-12-25 04:37:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1400/1573] eta 0:02:56 lr 0.000038 time 0.4533 (1.0192) loss 1366.1503 (1314.5620) grad_norm 382.0649 (256.9410) embed_mse 1365.0547 (1313.4573) mask_bce 0.2393 (0.2540) mask_dice 0.8564 (0.8508) mem 21940MB +[2025-12-25 04:38:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1410/1573] eta 0:02:46 lr 0.000038 time 0.4275 (1.0201) loss 1342.5645 (1314.7259) grad_norm 301.7600 (257.1957) embed_mse 1341.4630 (1313.6212) mask_bce 0.2264 (0.2539) mask_dice 0.8750 (0.8508) mem 21940MB +[2025-12-25 04:38:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1420/1573] eta 0:02:35 lr 0.000038 time 2.4545 (1.0189) loss 1320.5129 (1314.8737) grad_norm 250.3209 (257.1569) embed_mse 1319.2087 (1313.7688) mask_bce 0.4365 (0.2540) mask_dice 0.8676 (0.8508) mem 21940MB +[2025-12-25 04:38:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1430/1573] eta 0:02:25 lr 0.000038 time 0.4204 (1.0180) loss 1277.2491 (1314.7710) grad_norm 182.2331 (256.7360) embed_mse 1276.1837 (1313.6662) mask_bce 0.1943 (0.2540) mask_dice 0.8712 (0.8508) mem 21940MB +[2025-12-25 04:38:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1440/1573] eta 0:02:14 lr 0.000038 time 0.4234 (1.0149) loss 1248.7838 (1314.7519) grad_norm 160.6238 (256.0185) embed_mse 1247.6842 (1313.6471) mask_bce 0.2472 (0.2540) mask_dice 0.8524 (0.8509) mem 21940MB +[2025-12-25 04:38:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1450/1573] eta 0:02:05 lr 0.000038 time 0.4161 (1.0187) loss 1287.7076 (1314.6528) grad_norm 200.7705 (255.7133) embed_mse 1286.6238 (1313.5480) mask_bce 0.2379 (0.2541) mask_dice 0.8460 (0.8508) mem 21940MB +[2025-12-25 04:38:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1460/1573] eta 0:01:54 lr 0.000038 time 0.4157 (1.0153) loss 1320.4418 (1314.6330) grad_norm 203.6638 (255.4273) embed_mse 1319.3618 (1313.5282) mask_bce 0.2417 (0.2540) mask_dice 0.8382 (0.8509) mem 21940MB +[2025-12-25 04:39:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1470/1573] eta 0:01:44 lr 0.000038 time 0.4205 (1.0188) loss 1360.5901 (1314.6964) grad_norm 187.5671 (255.0564) embed_mse 1359.4882 (1313.5915) mask_bce 0.2522 (0.2540) mask_dice 0.8498 (0.8509) mem 21940MB +[2025-12-25 04:39:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1480/1573] eta 0:01:34 lr 0.000038 time 5.0790 (1.0189) loss 1340.7205 (1314.7660) grad_norm 247.3763 (254.6054) embed_mse 1339.6294 (1313.6612) mask_bce 0.2306 (0.2538) mask_dice 0.8605 (0.8510) mem 21940MB +[2025-12-25 04:39:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1490/1573] eta 0:01:24 lr 0.000038 time 0.4217 (1.0165) loss 1344.6234 (1314.9119) grad_norm 277.1177 (254.7264) embed_mse 1343.4971 (1313.8071) mask_bce 0.2845 (0.2538) mask_dice 0.8418 (0.8510) mem 21940MB +[2025-12-25 04:39:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1500/1573] eta 0:01:14 lr 0.000038 time 0.4207 (1.0161) loss 1273.3774 (1314.9587) grad_norm 226.8275 (254.5772) embed_mse 1272.2903 (1313.8540) mask_bce 0.2194 (0.2537) mask_dice 0.8678 (0.8510) mem 21940MB +[2025-12-25 04:39:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1510/1573] eta 0:01:03 lr 0.000038 time 0.4201 (1.0154) loss 1345.6525 (1315.1116) grad_norm 226.6069 (254.4284) embed_mse 1344.5504 (1314.0070) mask_bce 0.2531 (0.2536) mask_dice 0.8490 (0.8510) mem 21940MB +[2025-12-25 04:39:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1520/1573] eta 0:00:53 lr 0.000038 time 0.4170 (1.0115) loss 1274.8647 (1315.0783) grad_norm 162.1140 (253.7342) embed_mse 1273.7573 (1313.9737) mask_bce 0.2742 (0.2537) mask_dice 0.8333 (0.8509) mem 21940MB +[2025-12-25 04:39:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1530/1573] eta 0:00:43 lr 0.000038 time 0.4164 (1.0088) loss 1299.6521 (1315.0408) grad_norm 159.4386 (253.2404) embed_mse 1298.5497 (1313.9362) mask_bce 0.2566 (0.2537) mask_dice 0.8459 (0.8508) mem 21940MB +[2025-12-25 04:39:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1540/1573] eta 0:00:33 lr 0.000038 time 0.4145 (1.0074) loss 1365.6510 (1315.0537) grad_norm 171.4340 (252.8144) embed_mse 1364.5793 (1313.9493) mask_bce 0.2071 (0.2536) mask_dice 0.8647 (0.8509) mem 21940MB +[2025-12-25 04:40:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1550/1573] eta 0:00:23 lr 0.000038 time 0.4156 (1.0087) loss 1359.9292 (1315.0722) grad_norm 168.7930 (252.3790) embed_mse 1358.7874 (1313.9677) mask_bce 0.3003 (0.2537) mask_dice 0.8416 (0.8508) mem 21940MB +[2025-12-25 04:40:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1560/1573] eta 0:00:13 lr 0.000038 time 0.8271 (1.0081) loss 1282.2747 (1315.0605) grad_norm 200.1696 (252.2904) embed_mse 1281.1824 (1313.9560) mask_bce 0.2380 (0.2536) mask_dice 0.8544 (0.8509) mem 21940MB +[2025-12-25 04:40:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1570/1573] eta 0:00:03 lr 0.000038 time 0.4187 (1.0047) loss 1302.3424 (1315.1604) grad_norm 177.1398 (251.9070) embed_mse 1301.2672 (1314.0558) mask_bce 0.2051 (0.2536) mask_dice 0.8701 (0.8509) mem 21940MB +[2025-12-25 04:40:23 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 9 training takes 0:26:19 +[2025-12-25 04:40:23 geometry_finetune_default] (utils.py 296): INFO output_geometry_finetune/es_rv_m/ckpt_epoch_9.pth saving...... +[2025-12-25 04:44:09 geometry_finetune_default] (utils.py 298): INFO output_geometry_finetune/es_rv_m/ckpt_epoch_9.pth saved !!! +[2025-12-25 04:44:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][0/1573] eta 1:56:53 lr 0.000038 time 4.4585 (4.4585) loss 1303.7419 (1303.7419) grad_norm 0.0000 (0.0000) embed_mse 1302.6410 (1302.6410) mask_bce 0.2343 (0.2343) mask_dice 0.8667 (0.8667) mem 21940MB +[2025-12-25 04:44:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][10/1573] eta 0:29:31 lr 0.000038 time 0.4207 (1.1335) loss 1329.1716 (1316.3966) grad_norm 416.3661 (416.3661) embed_mse 1328.0492 (1315.2896) mask_bce 0.2730 (0.2561) mask_dice 0.8494 (0.8509) mem 21940MB +[2025-12-25 04:44:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][20/1573] eta 0:23:14 lr 0.000038 time 2.2568 (0.8982) loss 1379.9810 (1320.5723) grad_norm 201.2223 (308.7942) embed_mse 1378.8983 (1319.4692) mask_bce 0.2090 (0.2548) mask_dice 0.8737 (0.8483) mem 21940MB +[2025-12-25 04:44:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][30/1573] eta 0:22:38 lr 0.000038 time 0.4220 (0.8807) loss 1284.7104 (1312.3846) grad_norm 319.4716 (312.3534) embed_mse 1283.5516 (1311.2757) mask_bce 0.2895 (0.2608) mask_dice 0.8694 (0.8481) mem 21940MB +[2025-12-25 04:44:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][40/1573] eta 0:23:14 lr 0.000038 time 5.2722 (0.9094) loss 1252.8566 (1306.0863) grad_norm 215.1582 (261.4466) embed_mse 1251.7225 (1304.9794) mask_bce 0.3153 (0.2585) mask_dice 0.8188 (0.8485) mem 21940MB +[2025-12-25 04:44:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][50/1573] eta 0:20:43 lr 0.000038 time 0.4228 (0.8166) loss 1294.9832 (1306.2747) grad_norm 198.8747 (251.0180) embed_mse 1293.8464 (1305.1650) mask_bce 0.2933 (0.2615) mask_dice 0.8435 (0.8482) mem 21940MB +[2025-12-25 04:44:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][60/1573] eta 0:20:07 lr 0.000038 time 0.4222 (0.7979) loss 1376.9229 (1309.8714) grad_norm 202.8080 (244.1309) embed_mse 1375.8553 (1308.7648) mask_bce 0.1812 (0.2566) mask_dice 0.8864 (0.8500) mem 21940MB +[2025-12-25 04:45:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][70/1573] eta 0:19:29 lr 0.000038 time 0.4428 (0.7784) loss 1412.5493 (1312.3403) grad_norm 448.8034 (269.7149) embed_mse 1411.4435 (1311.2358) mask_bce 0.2578 (0.2549) mask_dice 0.8480 (0.8497) mem 21940MB +[2025-12-25 04:45:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][80/1573] eta 0:19:03 lr 0.000038 time 2.3918 (0.7656) loss 1329.6235 (1313.5579) grad_norm 367.4623 (278.1474) embed_mse 1328.5469 (1312.4527) mask_bce 0.2201 (0.2547) mask_dice 0.8565 (0.8505) mem 21940MB +[2025-12-25 04:45:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][90/1573] eta 0:19:09 lr 0.000038 time 0.4203 (0.7748) loss 1364.2472 (1313.0184) grad_norm 195.6393 (270.6466) embed_mse 1363.1581 (1311.9144) mask_bce 0.1921 (0.2532) mask_dice 0.8969 (0.8509) mem 21940MB +[2025-12-25 04:45:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][100/1573] eta 0:18:09 lr 0.000038 time 0.4195 (0.7399) loss 1298.4393 (1311.7337) grad_norm 205.7807 (265.2411) embed_mse 1297.3525 (1310.6300) mask_bce 0.2129 (0.2529) mask_dice 0.8739 (0.8508) mem 21940MB +[2025-12-25 04:45:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][110/1573] eta 0:18:24 lr 0.000038 time 0.4224 (0.7551) loss 1310.7314 (1311.8257) grad_norm 143.3341 (255.8637) embed_mse 1309.5775 (1310.7226) mask_bce 0.2624 (0.2518) mask_dice 0.8915 (0.8514) mem 21940MB +[2025-12-25 04:45:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][120/1573] eta 0:17:56 lr 0.000038 time 0.4162 (0.7408) loss 1284.1528 (1309.7613) grad_norm 219.1392 (247.5063) embed_mse 1283.0518 (1308.6587) mask_bce 0.2765 (0.2519) mask_dice 0.8245 (0.8507) mem 21940MB +[2025-12-25 04:45:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][130/1573] eta 0:18:02 lr 0.000037 time 0.4271 (0.7498) loss 1361.6194 (1310.1754) grad_norm 257.3830 (248.1236) embed_mse 1360.4745 (1309.0727) mask_bce 0.3053 (0.2523) mask_dice 0.8396 (0.8504) mem 21940MB +[2025-12-25 04:45:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][140/1573] eta 0:17:21 lr 0.000037 time 0.4190 (0.7271) loss 1330.5032 (1309.8532) grad_norm 213.9906 (246.1158) embed_mse 1329.3719 (1308.7507) mask_bce 0.2830 (0.2522) mask_dice 0.8481 (0.8504) mem 21940MB +[2025-12-25 04:45:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][150/1573] eta 0:17:17 lr 0.000037 time 0.4292 (0.7289) loss 1310.2126 (1311.5197) grad_norm 381.9496 (253.6621) embed_mse 1309.1414 (1310.4180) mask_bce 0.2172 (0.2513) mask_dice 0.8540 (0.8504) mem 21940MB +[2025-12-25 04:46:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][160/1573] eta 0:17:01 lr 0.000037 time 0.4167 (0.7227) loss 1384.3708 (1311.7248) grad_norm 202.2874 (248.4776) embed_mse 1383.2645 (1310.6232) mask_bce 0.2729 (0.2515) mask_dice 0.8333 (0.8501) mem 21940MB +[2025-12-25 04:46:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][170/1573] eta 0:16:40 lr 0.000037 time 0.4211 (0.7134) loss 1348.7458 (1312.0731) grad_norm 255.2504 (248.8002) embed_mse 1347.6266 (1310.9670) mask_bce 0.2789 (0.2561) mask_dice 0.8404 (0.8499) mem 21940MB +[2025-12-25 04:46:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][180/1573] eta 0:17:04 lr 0.000037 time 0.4427 (0.7356) loss 1225.0896 (1311.2200) grad_norm 164.9202 (244.9874) embed_mse 1223.9984 (1310.1139) mask_bce 0.2560 (0.2562) mask_dice 0.8353 (0.8499) mem 21940MB +[2025-12-25 04:46:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][190/1573] eta 0:16:54 lr 0.000037 time 0.4259 (0.7338) loss 1361.5487 (1312.4884) grad_norm 186.7444 (242.4551) embed_mse 1360.4695 (1311.3817) mask_bce 0.2215 (0.2567) mask_dice 0.8577 (0.8501) mem 21940MB +[2025-12-25 04:46:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][200/1573] eta 0:16:54 lr 0.000037 time 0.4285 (0.7389) loss 1326.5869 (1312.5523) grad_norm 192.2457 (237.8910) embed_mse 1325.4763 (1311.4462) mask_bce 0.2554 (0.2563) mask_dice 0.8551 (0.8498) mem 21940MB +[2025-12-25 04:46:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][210/1573] eta 0:16:45 lr 0.000037 time 0.4158 (0.7377) loss 1330.2556 (1312.3667) grad_norm 232.6119 (237.6879) embed_mse 1329.1449 (1311.2605) mask_bce 0.2622 (0.2565) mask_dice 0.8485 (0.8497) mem 21940MB +[2025-12-25 04:46:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][220/1573] eta 0:16:59 lr 0.000037 time 0.4342 (0.7533) loss 1294.8844 (1312.8629) grad_norm 406.7343 (243.9489) embed_mse 1293.7997 (1311.7571) mask_bce 0.2378 (0.2559) mask_dice 0.8469 (0.8499) mem 21940MB +[2025-12-25 04:46:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][230/1573] eta 0:16:32 lr 0.000037 time 0.4191 (0.7390) loss 1334.1851 (1313.5542) grad_norm 202.5818 (242.4715) embed_mse 1333.0951 (1312.4489) mask_bce 0.2367 (0.2552) mask_dice 0.8533 (0.8502) mem 21940MB +[2025-12-25 04:47:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][240/1573] eta 0:16:24 lr 0.000037 time 3.4062 (0.7386) loss 1279.0195 (1312.8425) grad_norm 269.7126 (242.4934) embed_mse 1277.9420 (1311.7368) mask_bce 0.2182 (0.2555) mask_dice 0.8593 (0.8502) mem 21940MB +[2025-12-25 04:47:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][250/1573] eta 0:16:12 lr 0.000037 time 0.4173 (0.7349) loss 1354.2990 (1313.0874) grad_norm 203.9548 (241.2502) embed_mse 1353.1802 (1311.9821) mask_bce 0.2824 (0.2550) mask_dice 0.8363 (0.8504) mem 21940MB +[2025-12-25 04:47:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][260/1573] eta 0:15:51 lr 0.000037 time 0.4164 (0.7247) loss 1356.2462 (1313.3237) grad_norm 233.3572 (241.0035) embed_mse 1355.1525 (1312.2187) mask_bce 0.2517 (0.2543) mask_dice 0.8420 (0.8507) mem 21940MB +[2025-12-25 04:47:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][270/1573] eta 0:16:01 lr 0.000037 time 0.4240 (0.7382) loss 1357.6818 (1313.8096) grad_norm 214.6873 (240.2061) embed_mse 1356.5771 (1312.7047) mask_bce 0.2363 (0.2540) mask_dice 0.8683 (0.8509) mem 21940MB +[2025-12-25 04:47:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][280/1573] eta 0:15:40 lr 0.000037 time 0.4165 (0.7271) loss 1329.1589 (1314.0832) grad_norm 164.9980 (235.8909) embed_mse 1328.0621 (1312.9786) mask_bce 0.2114 (0.2534) mask_dice 0.8854 (0.8512) mem 21940MB +[2025-12-25 04:47:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][290/1573] eta 0:15:45 lr 0.000037 time 0.4248 (0.7371) loss 1304.7494 (1313.8861) grad_norm 167.7339 (233.9976) embed_mse 1303.6664 (1312.7812) mask_bce 0.2217 (0.2539) mask_dice 0.8612 (0.8510) mem 21940MB +[2025-12-25 04:47:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][300/1573] eta 0:15:28 lr 0.000037 time 0.4164 (0.7294) loss 1325.9485 (1313.8278) grad_norm 287.4615 (235.4426) embed_mse 1324.8550 (1312.7232) mask_bce 0.2597 (0.2534) mask_dice 0.8338 (0.8512) mem 21940MB +[2025-12-25 04:47:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][310/1573] eta 0:15:20 lr 0.000037 time 0.9464 (0.7288) loss 1275.4021 (1314.0018) grad_norm 285.8019 (236.7679) embed_mse 1274.2948 (1312.8973) mask_bce 0.2564 (0.2532) mask_dice 0.8510 (0.8513) mem 21940MB +[2025-12-25 04:48:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][320/1573] eta 0:15:34 lr 0.000037 time 0.4235 (0.7456) loss 1260.3315 (1313.3684) grad_norm 145.8727 (233.9611) embed_mse 1259.2540 (1312.2641) mask_bce 0.2465 (0.2529) mask_dice 0.8311 (0.8514) mem 21940MB +[2025-12-25 04:48:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][330/1573] eta 0:15:14 lr 0.000037 time 0.4212 (0.7358) loss 1287.8829 (1313.0588) grad_norm 171.4351 (232.4360) embed_mse 1286.8041 (1311.9545) mask_bce 0.2121 (0.2531) mask_dice 0.8668 (0.8513) mem 21940MB +[2025-12-25 04:48:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][340/1573] eta 0:14:59 lr 0.000037 time 0.4192 (0.7292) loss 1290.5175 (1313.1392) grad_norm 163.4843 (230.7943) embed_mse 1289.4269 (1312.0347) mask_bce 0.2324 (0.2530) mask_dice 0.8582 (0.8514) mem 21940MB +[2025-12-25 04:48:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][350/1573] eta 0:14:47 lr 0.000037 time 0.4135 (0.7253) loss 1372.3864 (1312.9868) grad_norm 174.0216 (229.4740) embed_mse 1371.2767 (1311.8824) mask_bce 0.2425 (0.2529) mask_dice 0.8671 (0.8514) mem 21940MB +[2025-12-25 04:48:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][360/1573] eta 0:14:48 lr 0.000037 time 0.4180 (0.7326) loss 1319.6373 (1312.9816) grad_norm 194.3447 (228.9142) embed_mse 1318.5468 (1311.8773) mask_bce 0.2473 (0.2530) mask_dice 0.8433 (0.8513) mem 21940MB +[2025-12-25 04:48:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][370/1573] eta 0:14:46 lr 0.000037 time 0.4162 (0.7365) loss 1296.9060 (1313.5528) grad_norm 185.1749 (227.9633) embed_mse 1295.8142 (1312.4477) mask_bce 0.2283 (0.2539) mask_dice 0.8634 (0.8512) mem 21940MB +[2025-12-25 04:48:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][380/1573] eta 0:14:32 lr 0.000037 time 0.4230 (0.7314) loss 1379.4535 (1313.4430) grad_norm 309.1261 (229.6902) embed_mse 1378.3677 (1312.3379) mask_bce 0.2378 (0.2538) mask_dice 0.8480 (0.8513) mem 21940MB +[2025-12-25 04:48:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][390/1573] eta 0:14:21 lr 0.000037 time 0.4219 (0.7280) loss 1323.4662 (1313.2864) grad_norm 169.3806 (228.4337) embed_mse 1322.3757 (1312.1815) mask_bce 0.2401 (0.2538) mask_dice 0.8504 (0.8512) mem 21940MB +[2025-12-25 04:49:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][400/1573] eta 0:14:11 lr 0.000037 time 0.4175 (0.7260) loss 1333.2122 (1313.0624) grad_norm 160.9771 (226.8959) embed_mse 1332.1265 (1311.9577) mask_bce 0.2447 (0.2538) mask_dice 0.8410 (0.8510) mem 21940MB +[2025-12-25 04:49:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][410/1573] eta 0:14:08 lr 0.000037 time 4.8599 (0.7299) loss 1253.1808 (1312.6752) grad_norm 163.2817 (225.6486) embed_mse 1252.0677 (1311.5709) mask_bce 0.2733 (0.2534) mask_dice 0.8398 (0.8509) mem 21940MB +[2025-12-25 04:49:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][420/1573] eta 0:13:56 lr 0.000037 time 0.4156 (0.7258) loss 1373.3036 (1313.0650) grad_norm 201.7398 (225.1888) embed_mse 1372.2003 (1311.9607) mask_bce 0.2515 (0.2534) mask_dice 0.8518 (0.8510) mem 21940MB +[2025-12-25 04:49:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][430/1573] eta 0:13:55 lr 0.000037 time 3.6697 (0.7309) loss 1322.9994 (1313.1110) grad_norm 179.1177 (224.3195) embed_mse 1321.8992 (1312.0070) mask_bce 0.2651 (0.2531) mask_dice 0.8351 (0.8510) mem 21940MB +[2025-12-25 04:49:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][440/1573] eta 0:13:43 lr 0.000037 time 0.4136 (0.7265) loss 1338.1825 (1313.2237) grad_norm 173.8290 (224.0071) embed_mse 1337.0854 (1312.1197) mask_bce 0.2339 (0.2531) mask_dice 0.8631 (0.8509) mem 21940MB +[2025-12-25 04:49:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][450/1573] eta 0:13:49 lr 0.000037 time 0.4163 (0.7383) loss 1335.6082 (1313.2538) grad_norm 143.2879 (222.5657) embed_mse 1334.4764 (1312.1500) mask_bce 0.2899 (0.2529) mask_dice 0.8418 (0.8509) mem 21940MB +[2025-12-25 04:49:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][460/1573] eta 0:13:44 lr 0.000037 time 0.4358 (0.7406) loss 1299.8816 (1313.2318) grad_norm 280.3944 (223.5802) embed_mse 1298.7948 (1312.1281) mask_bce 0.2285 (0.2528) mask_dice 0.8582 (0.8508) mem 21940MB +[2025-12-25 04:50:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][470/1573] eta 0:13:52 lr 0.000037 time 6.4441 (0.7547) loss 1313.6111 (1313.2854) grad_norm 188.0549 (222.9677) embed_mse 1312.5055 (1312.1819) mask_bce 0.2747 (0.2527) mask_dice 0.8309 (0.8508) mem 21940MB +[2025-12-25 04:50:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][480/1573] eta 0:13:37 lr 0.000037 time 0.4218 (0.7479) loss 1316.4398 (1313.0784) grad_norm 230.3775 (223.2623) embed_mse 1315.1438 (1311.9743) mask_bce 0.4316 (0.2531) mask_dice 0.8643 (0.8510) mem 21940MB +[2025-12-25 04:50:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][490/1573] eta 0:13:26 lr 0.000037 time 0.4176 (0.7450) loss 1330.7040 (1313.2549) grad_norm 302.8084 (224.5663) embed_mse 1329.6201 (1312.1508) mask_bce 0.2217 (0.2530) mask_dice 0.8622 (0.8511) mem 21940MB +[2025-12-25 04:50:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][500/1573] eta 0:13:29 lr 0.000037 time 0.4207 (0.7548) loss 1321.4325 (1313.3102) grad_norm 175.3036 (223.7718) embed_mse 1320.3284 (1312.2061) mask_bce 0.2552 (0.2530) mask_dice 0.8490 (0.8511) mem 21940MB +[2025-12-25 04:50:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][510/1573] eta 0:13:22 lr 0.000037 time 0.4216 (0.7552) loss 1363.6689 (1313.1279) grad_norm 166.1820 (222.8577) embed_mse 1362.5878 (1312.0240) mask_bce 0.1976 (0.2528) mask_dice 0.8836 (0.8511) mem 21940MB +[2025-12-25 04:50:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][520/1573] eta 0:13:19 lr 0.000037 time 0.4180 (0.7596) loss 1335.3549 (1313.1036) grad_norm 231.9302 (222.7888) embed_mse 1334.2756 (1311.9998) mask_bce 0.2083 (0.2526) mask_dice 0.8708 (0.8512) mem 21940MB +[2025-12-25 04:50:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][530/1573] eta 0:13:06 lr 0.000037 time 0.4362 (0.7541) loss 1392.7986 (1313.3210) grad_norm 323.7769 (224.3190) embed_mse 1391.6948 (1312.2171) mask_bce 0.2590 (0.2529) mask_dice 0.8448 (0.8510) mem 21940MB +[2025-12-25 04:50:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][540/1573] eta 0:13:03 lr 0.000037 time 2.5448 (0.7583) loss 1351.8566 (1313.0968) grad_norm 205.5223 (224.0384) embed_mse 1350.7615 (1311.9930) mask_bce 0.2428 (0.2528) mask_dice 0.8523 (0.8510) mem 21940MB +[2025-12-25 04:51:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][550/1573] eta 0:13:09 lr 0.000037 time 0.4232 (0.7713) loss 1343.7601 (1313.0299) grad_norm 422.8044 (226.9615) embed_mse 1342.6456 (1311.9264) mask_bce 0.2721 (0.2526) mask_dice 0.8424 (0.8510) mem 21940MB +[2025-12-25 04:51:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][560/1573] eta 0:12:57 lr 0.000037 time 0.4435 (0.7675) loss 1231.8879 (1312.9135) grad_norm 258.9360 (227.7638) embed_mse 1230.7157 (1311.8098) mask_bce 0.3014 (0.2527) mask_dice 0.8708 (0.8510) mem 21940MB +[2025-12-25 04:51:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][570/1573] eta 0:12:50 lr 0.000037 time 0.4262 (0.7680) loss 1360.3029 (1313.0732) grad_norm 204.1974 (227.4318) embed_mse 1359.1718 (1311.9692) mask_bce 0.3120 (0.2531) mask_dice 0.8191 (0.8509) mem 21940MB +[2025-12-25 04:51:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][580/1573] eta 0:12:42 lr 0.000037 time 0.4207 (0.7680) loss 1267.7029 (1312.7260) grad_norm 169.5891 (226.6285) embed_mse 1266.6237 (1311.6222) mask_bce 0.1957 (0.2529) mask_dice 0.8835 (0.8509) mem 21940MB +[2025-12-25 04:51:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][590/1573] eta 0:12:30 lr 0.000037 time 0.4186 (0.7638) loss 1271.4772 (1312.7870) grad_norm 211.0511 (226.4151) embed_mse 1270.3833 (1311.6834) mask_bce 0.2484 (0.2527) mask_dice 0.8455 (0.8510) mem 21940MB +[2025-12-25 04:51:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][600/1573] eta 0:12:24 lr 0.000037 time 0.4269 (0.7652) loss 1339.3831 (1312.8436) grad_norm 238.3748 (225.9751) embed_mse 1338.2847 (1311.7400) mask_bce 0.2609 (0.2525) mask_dice 0.8375 (0.8510) mem 21940MB +[2025-12-25 04:51:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][610/1573] eta 0:12:19 lr 0.000037 time 0.4363 (0.7677) loss 1373.1388 (1313.1528) grad_norm 249.4196 (226.2835) embed_mse 1372.0458 (1312.0491) mask_bce 0.2556 (0.2528) mask_dice 0.8374 (0.8509) mem 21940MB +[2025-12-25 04:52:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][620/1573] eta 0:12:18 lr 0.000037 time 5.7955 (0.7747) loss 1374.8683 (1313.1326) grad_norm 200.7727 (225.9522) embed_mse 1373.7371 (1312.0289) mask_bce 0.2976 (0.2528) mask_dice 0.8336 (0.8508) mem 21940MB +[2025-12-25 04:52:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][630/1573] eta 0:12:12 lr 0.000037 time 0.4253 (0.7773) loss 1247.8911 (1312.9214) grad_norm 348.1724 (227.5192) embed_mse 1246.8171 (1311.8179) mask_bce 0.2375 (0.2527) mask_dice 0.8366 (0.8508) mem 21940MB +[2025-12-25 04:52:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][640/1573] eta 0:12:07 lr 0.000037 time 0.4206 (0.7794) loss 1365.8740 (1313.0526) grad_norm 279.5685 (228.0199) embed_mse 1364.7831 (1311.9492) mask_bce 0.2204 (0.2527) mask_dice 0.8705 (0.8507) mem 21940MB +[2025-12-25 04:52:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][650/1573] eta 0:11:58 lr 0.000037 time 0.4180 (0.7781) loss 1297.3020 (1313.0972) grad_norm 255.6448 (228.3610) embed_mse 1296.2051 (1311.9935) mask_bce 0.2497 (0.2529) mask_dice 0.8473 (0.8508) mem 21940MB +[2025-12-25 04:52:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][660/1573] eta 0:11:56 lr 0.000037 time 2.5633 (0.7851) loss 1350.6996 (1313.1162) grad_norm 213.1364 (228.1753) embed_mse 1349.5719 (1312.0125) mask_bce 0.2814 (0.2530) mask_dice 0.8463 (0.8508) mem 21940MB +[2025-12-25 04:52:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][670/1573] eta 0:11:49 lr 0.000037 time 0.4136 (0.7854) loss 1275.3181 (1312.9282) grad_norm 206.1899 (227.9104) embed_mse 1274.2208 (1311.8247) mask_bce 0.2680 (0.2527) mask_dice 0.8293 (0.8508) mem 21940MB +[2025-12-25 04:53:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][680/1573] eta 0:11:49 lr 0.000037 time 0.4296 (0.7949) loss 1271.7433 (1312.8608) grad_norm 342.5087 (229.5395) embed_mse 1270.6670 (1311.7573) mask_bce 0.2184 (0.2525) mask_dice 0.8579 (0.8509) mem 21940MB +[2025-12-25 04:53:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][690/1573] eta 0:11:37 lr 0.000037 time 0.4174 (0.7895) loss 1307.8533 (1312.8906) grad_norm 232.7204 (229.5765) embed_mse 1306.6783 (1311.7866) mask_bce 0.3147 (0.2531) mask_dice 0.8603 (0.8509) mem 21940MB +[2025-12-25 04:53:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][700/1573] eta 0:11:32 lr 0.000037 time 0.4182 (0.7928) loss 1256.2092 (1312.8723) grad_norm 221.1827 (229.4800) embed_mse 1255.1287 (1311.7684) mask_bce 0.2170 (0.2530) mask_dice 0.8635 (0.8509) mem 21940MB +[2025-12-25 04:53:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][710/1573] eta 0:11:22 lr 0.000037 time 0.4158 (0.7912) loss 1319.1542 (1312.8180) grad_norm 384.2854 (231.2392) embed_mse 1318.0570 (1311.7143) mask_bce 0.2308 (0.2527) mask_dice 0.8664 (0.8511) mem 21940MB +[2025-12-25 04:53:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][720/1573] eta 0:11:26 lr 0.000037 time 0.4168 (0.8044) loss 1337.9952 (1312.7427) grad_norm 225.2486 (231.2529) embed_mse 1336.9161 (1311.6390) mask_bce 0.2328 (0.2526) mask_dice 0.8463 (0.8510) mem 21940MB +[2025-12-25 04:53:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][730/1573] eta 0:11:15 lr 0.000037 time 0.4148 (0.8009) loss 1319.2451 (1313.0303) grad_norm 345.1268 (232.5043) embed_mse 1318.1598 (1311.9267) mask_bce 0.2128 (0.2525) mask_dice 0.8725 (0.8510) mem 21940MB +[2025-12-25 04:54:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][740/1573] eta 0:11:05 lr 0.000037 time 0.4128 (0.7988) loss 1400.7844 (1313.0297) grad_norm 186.7489 (232.0069) embed_mse 1399.6407 (1311.9262) mask_bce 0.3012 (0.2526) mask_dice 0.8425 (0.8510) mem 21940MB +[2025-12-25 04:54:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][750/1573] eta 0:11:01 lr 0.000037 time 0.4183 (0.8044) loss 1389.4316 (1313.1477) grad_norm 412.0604 (233.9430) embed_mse 1388.3621 (1312.0443) mask_bce 0.2002 (0.2525) mask_dice 0.8694 (0.8509) mem 21940MB +[2025-12-25 04:54:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][760/1573] eta 0:10:59 lr 0.000037 time 5.4438 (0.8117) loss 1325.1207 (1312.8987) grad_norm 183.6800 (234.0550) embed_mse 1323.9984 (1311.7950) mask_bce 0.2937 (0.2528) mask_dice 0.8286 (0.8510) mem 21940MB +[2025-12-25 04:54:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][770/1573] eta 0:10:53 lr 0.000037 time 0.4160 (0.8144) loss 1308.4406 (1312.9263) grad_norm 217.4097 (233.8816) embed_mse 1307.3376 (1311.8225) mask_bce 0.2412 (0.2528) mask_dice 0.8616 (0.8510) mem 21940MB +[2025-12-25 04:54:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][780/1573] eta 0:10:47 lr 0.000037 time 0.4299 (0.8170) loss 1267.0872 (1312.5942) grad_norm 255.3568 (234.1030) embed_mse 1266.0234 (1311.4905) mask_bce 0.2049 (0.2527) mask_dice 0.8588 (0.8510) mem 21940MB +[2025-12-25 04:54:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][790/1573] eta 0:10:44 lr 0.000037 time 0.4228 (0.8226) loss 1305.8282 (1312.4971) grad_norm 217.6868 (233.9355) embed_mse 1304.7509 (1311.3934) mask_bce 0.2193 (0.2526) mask_dice 0.8582 (0.8510) mem 21940MB +[2025-12-25 04:55:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][800/1573] eta 0:10:34 lr 0.000037 time 0.4437 (0.8204) loss 1264.5339 (1312.3711) grad_norm 292.4236 (235.4479) embed_mse 1263.4448 (1311.2676) mask_bce 0.2270 (0.2525) mask_dice 0.8622 (0.8511) mem 21940MB +[2025-12-25 04:55:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][810/1573] eta 0:10:30 lr 0.000037 time 7.7415 (0.8267) loss 1382.0099 (1312.5215) grad_norm 318.1210 (236.2665) embed_mse 1380.9409 (1311.4179) mask_bce 0.2122 (0.2525) mask_dice 0.8569 (0.8510) mem 21940MB +[2025-12-25 04:55:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][820/1573] eta 0:10:25 lr 0.000037 time 0.4256 (0.8301) loss 1273.2518 (1312.6992) grad_norm 181.7879 (235.7324) embed_mse 1272.1696 (1311.5955) mask_bce 0.2374 (0.2527) mask_dice 0.8448 (0.8510) mem 21940MB +[2025-12-25 04:55:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][830/1573] eta 0:10:21 lr 0.000036 time 0.4182 (0.8360) loss 1290.5416 (1312.7158) grad_norm 194.0286 (235.3275) embed_mse 1289.4410 (1311.6120) mask_bce 0.2559 (0.2529) mask_dice 0.8447 (0.8509) mem 21940MB +[2025-12-25 04:55:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][840/1573] eta 0:10:11 lr 0.000036 time 0.4211 (0.8346) loss 1286.8488 (1312.3723) grad_norm 225.3257 (234.4759) embed_mse 1285.7861 (1311.2687) mask_bce 0.1855 (0.2527) mask_dice 0.8772 (0.8509) mem 21940MB +[2025-12-25 04:56:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][850/1573] eta 0:10:08 lr 0.000036 time 7.7425 (0.8412) loss 1299.6335 (1312.3509) grad_norm 167.4293 (233.8434) embed_mse 1298.4673 (1311.2472) mask_bce 0.2926 (0.2528) mask_dice 0.8737 (0.8509) mem 21940MB +[2025-12-25 04:56:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][860/1573] eta 0:09:59 lr 0.000036 time 0.4209 (0.8414) loss 1263.4796 (1312.3210) grad_norm 197.1273 (233.5003) embed_mse 1262.3693 (1311.2172) mask_bce 0.2636 (0.2529) mask_dice 0.8468 (0.8509) mem 21940MB +[2025-12-25 04:56:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][870/1573] eta 0:09:53 lr 0.000036 time 0.4146 (0.8437) loss 1269.4937 (1312.5750) grad_norm 180.5025 (233.0096) embed_mse 1268.3986 (1311.4713) mask_bce 0.2386 (0.2528) mask_dice 0.8564 (0.8509) mem 21940MB +[2025-12-25 04:56:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][880/1573] eta 0:09:45 lr 0.000036 time 0.4148 (0.8447) loss 1307.2858 (1312.8258) grad_norm 252.6736 (233.9648) embed_mse 1306.1475 (1311.7220) mask_bce 0.3135 (0.2530) mask_dice 0.8249 (0.8508) mem 21940MB +[2025-12-25 04:56:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][890/1573] eta 0:09:39 lr 0.000036 time 1.9195 (0.8489) loss 1298.1958 (1312.8819) grad_norm 183.5126 (233.5102) embed_mse 1297.0936 (1311.7782) mask_bce 0.2416 (0.2530) mask_dice 0.8606 (0.8508) mem 21940MB +[2025-12-25 04:56:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][900/1573] eta 0:09:30 lr 0.000036 time 0.4149 (0.8473) loss 1305.7479 (1313.0040) grad_norm 190.8864 (233.1297) embed_mse 1304.6455 (1311.9003) mask_bce 0.2598 (0.2530) mask_dice 0.8427 (0.8508) mem 21940MB +[2025-12-25 04:57:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][910/1573] eta 0:09:29 lr 0.000036 time 6.9299 (0.8595) loss 1286.2378 (1313.0545) grad_norm 202.6924 (232.8603) embed_mse 1285.1578 (1311.9506) mask_bce 0.2043 (0.2531) mask_dice 0.8757 (0.8507) mem 21940MB +[2025-12-25 04:57:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][920/1573] eta 0:09:18 lr 0.000036 time 0.4209 (0.8559) loss 1310.3350 (1313.2060) grad_norm 237.7491 (232.6143) embed_mse 1309.2397 (1312.1023) mask_bce 0.2304 (0.2530) mask_dice 0.8648 (0.8508) mem 21940MB +[2025-12-25 04:57:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][930/1573] eta 0:09:10 lr 0.000036 time 0.4153 (0.8563) loss 1269.0372 (1313.2730) grad_norm 192.4754 (232.2682) embed_mse 1267.8939 (1312.1692) mask_bce 0.3279 (0.2531) mask_dice 0.8154 (0.8507) mem 21940MB +[2025-12-25 04:57:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][940/1573] eta 0:09:03 lr 0.000036 time 0.4179 (0.8588) loss 1299.9750 (1313.3068) grad_norm 219.8862 (232.1624) embed_mse 1298.8528 (1312.2030) mask_bce 0.2831 (0.2531) mask_dice 0.8391 (0.8507) mem 21940MB +[2025-12-25 04:57:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][950/1573] eta 0:08:57 lr 0.000036 time 1.1500 (0.8621) loss 1334.1445 (1313.3714) grad_norm 302.8926 (232.7618) embed_mse 1333.0468 (1312.2675) mask_bce 0.2580 (0.2533) mask_dice 0.8398 (0.8506) mem 21940MB +[2025-12-25 04:57:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][960/1573] eta 0:08:46 lr 0.000036 time 0.4213 (0.8587) loss 1394.7429 (1313.4894) grad_norm 229.8253 (232.5199) embed_mse 1393.6548 (1312.3856) mask_bce 0.2461 (0.2532) mask_dice 0.8420 (0.8506) mem 21940MB +[2025-12-25 04:58:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][970/1573] eta 0:08:38 lr 0.000036 time 0.4377 (0.8606) loss 1306.5088 (1313.5084) grad_norm 268.9072 (232.8206) embed_mse 1305.4062 (1312.4046) mask_bce 0.2604 (0.2532) mask_dice 0.8422 (0.8506) mem 21940MB +[2025-12-25 04:58:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][980/1573] eta 0:08:28 lr 0.000036 time 0.4316 (0.8578) loss 1330.1411 (1313.6964) grad_norm 154.2777 (232.1768) embed_mse 1329.0214 (1312.5926) mask_bce 0.2946 (0.2532) mask_dice 0.8252 (0.8506) mem 21940MB +[2025-12-25 04:58:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][990/1573] eta 0:08:22 lr 0.000036 time 2.5547 (0.8616) loss 1367.4475 (1313.7851) grad_norm 259.1858 (232.3963) embed_mse 1366.3776 (1312.6815) mask_bce 0.1940 (0.2530) mask_dice 0.8760 (0.8506) mem 21940MB +[2025-12-25 04:58:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1000/1573] eta 0:08:13 lr 0.000036 time 0.4175 (0.8614) loss 1308.5973 (1313.8723) grad_norm 211.6963 (232.3852) embed_mse 1307.5165 (1312.7687) mask_bce 0.2318 (0.2529) mask_dice 0.8490 (0.8506) mem 21940MB +[2025-12-25 04:58:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1010/1573] eta 0:08:05 lr 0.000036 time 0.4180 (0.8618) loss 1322.4797 (1313.9463) grad_norm 232.8286 (232.3887) embed_mse 1321.3899 (1312.8428) mask_bce 0.2401 (0.2529) mask_dice 0.8497 (0.8506) mem 21940MB +[2025-12-25 04:58:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1020/1573] eta 0:07:55 lr 0.000036 time 0.4181 (0.8606) loss 1324.9574 (1313.7290) grad_norm 426.2002 (233.9147) embed_mse 1323.8723 (1312.6254) mask_bce 0.2270 (0.2530) mask_dice 0.8580 (0.8505) mem 21940MB +[2025-12-25 04:58:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1030/1573] eta 0:07:48 lr 0.000036 time 0.4198 (0.8630) loss 1326.3333 (1313.9462) grad_norm 285.7588 (234.3198) embed_mse 1325.2123 (1312.8426) mask_bce 0.2757 (0.2530) mask_dice 0.8453 (0.8505) mem 21940MB +[2025-12-25 04:59:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1040/1573] eta 0:07:39 lr 0.000036 time 0.4139 (0.8615) loss 1252.3737 (1313.8619) grad_norm 309.9788 (235.6976) embed_mse 1251.2560 (1312.7583) mask_bce 0.2940 (0.2531) mask_dice 0.8238 (0.8505) mem 21940MB +[2025-12-25 04:59:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1050/1573] eta 0:07:32 lr 0.000036 time 0.4194 (0.8648) loss 1322.8787 (1313.8470) grad_norm 372.0706 (236.7386) embed_mse 1321.7832 (1312.7435) mask_bce 0.2488 (0.2530) mask_dice 0.8467 (0.8506) mem 21940MB +[2025-12-25 04:59:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1060/1573] eta 0:07:25 lr 0.000036 time 0.9542 (0.8678) loss 1385.6710 (1313.9055) grad_norm 235.6407 (236.7303) embed_mse 1384.5740 (1312.8021) mask_bce 0.2359 (0.2529) mask_dice 0.8612 (0.8506) mem 21940MB +[2025-12-25 04:59:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1070/1573] eta 0:07:18 lr 0.000036 time 0.4176 (0.8715) loss 1372.8185 (1313.9388) grad_norm 225.9121 (236.6489) embed_mse 1371.6830 (1312.8353) mask_bce 0.2809 (0.2530) mask_dice 0.8546 (0.8505) mem 21940MB +[2025-12-25 04:59:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1080/1573] eta 0:07:13 lr 0.000036 time 0.4338 (0.8792) loss 1278.6761 (1313.8917) grad_norm 178.5232 (235.7959) embed_mse 1277.5944 (1312.7883) mask_bce 0.2247 (0.2529) mask_dice 0.8570 (0.8505) mem 21940MB +[2025-12-25 05:00:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1090/1573] eta 0:07:02 lr 0.000036 time 0.4173 (0.8750) loss 1295.0465 (1313.8413) grad_norm 235.8291 (235.7962) embed_mse 1293.9146 (1312.7378) mask_bce 0.2776 (0.2530) mask_dice 0.8543 (0.8505) mem 21940MB +[2025-12-25 05:00:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1100/1573] eta 0:06:54 lr 0.000036 time 0.4202 (0.8760) loss 1366.4066 (1313.9895) grad_norm 174.0812 (235.3457) embed_mse 1365.2789 (1312.8860) mask_bce 0.2968 (0.2531) mask_dice 0.8309 (0.8504) mem 21940MB +[2025-12-25 05:00:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1110/1573] eta 0:06:47 lr 0.000036 time 0.4175 (0.8791) loss 1325.1661 (1313.9462) grad_norm 223.1723 (235.2575) embed_mse 1324.0779 (1312.8427) mask_bce 0.2412 (0.2532) mask_dice 0.8470 (0.8504) mem 21940MB +[2025-12-25 05:00:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1120/1573] eta 0:06:38 lr 0.000036 time 0.4337 (0.8798) loss 1346.9875 (1313.9597) grad_norm 281.2307 (235.1505) embed_mse 1345.8689 (1312.8560) mask_bce 0.2597 (0.2532) mask_dice 0.8590 (0.8504) mem 21940MB +[2025-12-25 05:00:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1130/1573] eta 0:06:29 lr 0.000036 time 0.4237 (0.8797) loss 1330.1008 (1314.1264) grad_norm 264.1575 (235.3562) embed_mse 1328.9966 (1313.0227) mask_bce 0.2483 (0.2533) mask_dice 0.8560 (0.8503) mem 21940MB +[2025-12-25 05:00:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1140/1573] eta 0:06:20 lr 0.000036 time 0.4163 (0.8785) loss 1337.5952 (1314.3358) grad_norm 235.9114 (235.3601) embed_mse 1336.5148 (1313.2321) mask_bce 0.2393 (0.2533) mask_dice 0.8410 (0.8504) mem 21940MB +[2025-12-25 05:01:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1150/1573] eta 0:06:14 lr 0.000036 time 0.4287 (0.8854) loss 1332.9268 (1314.3088) grad_norm 160.1806 (234.8344) embed_mse 1331.8654 (1313.2052) mask_bce 0.2230 (0.2532) mask_dice 0.8384 (0.8504) mem 21940MB +[2025-12-25 05:01:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1160/1573] eta 0:06:04 lr 0.000036 time 0.4197 (0.8833) loss 1358.4672 (1314.3198) grad_norm 208.0824 (234.5282) embed_mse 1357.3716 (1313.2163) mask_bce 0.2490 (0.2531) mask_dice 0.8466 (0.8504) mem 21940MB +[2025-12-25 05:01:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1170/1573] eta 0:05:56 lr 0.000036 time 0.4191 (0.8855) loss 1353.4438 (1314.2920) grad_norm 259.4675 (234.6991) embed_mse 1352.3646 (1313.1886) mask_bce 0.2388 (0.2530) mask_dice 0.8404 (0.8504) mem 21940MB +[2025-12-25 05:01:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1180/1573] eta 0:05:47 lr 0.000036 time 0.4242 (0.8847) loss 1266.5928 (1314.1970) grad_norm 254.5352 (234.8340) embed_mse 1265.5326 (1313.0936) mask_bce 0.2222 (0.2530) mask_dice 0.8378 (0.8504) mem 21940MB +[2025-12-25 05:01:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1190/1573] eta 0:05:38 lr 0.000036 time 0.4268 (0.8843) loss 1351.7219 (1313.9713) grad_norm 201.1758 (234.6066) embed_mse 1350.5216 (1312.8679) mask_bce 0.3427 (0.2531) mask_dice 0.8575 (0.8503) mem 21940MB +[2025-12-25 05:01:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1200/1573] eta 0:05:29 lr 0.000036 time 0.4401 (0.8823) loss 1285.1475 (1313.9803) grad_norm 197.1292 (234.9793) embed_mse 1284.0430 (1312.8769) mask_bce 0.2596 (0.2532) mask_dice 0.8449 (0.8502) mem 21940MB +[2025-12-25 05:01:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1210/1573] eta 0:05:20 lr 0.000036 time 0.4203 (0.8834) loss 1253.3018 (1313.8721) grad_norm 267.0720 (235.1918) embed_mse 1252.2145 (1312.7687) mask_bce 0.2594 (0.2532) mask_dice 0.8279 (0.8502) mem 21940MB +[2025-12-25 05:02:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1220/1573] eta 0:05:12 lr 0.000036 time 6.4385 (0.8848) loss 1283.4231 (1313.8183) grad_norm 180.1984 (234.8300) embed_mse 1282.3208 (1312.7148) mask_bce 0.2703 (0.2533) mask_dice 0.8320 (0.8502) mem 21940MB +[2025-12-25 05:02:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1230/1573] eta 0:05:03 lr 0.000036 time 0.4277 (0.8841) loss 1340.2644 (1313.8095) grad_norm 232.5101 (234.8149) embed_mse 1339.1696 (1312.7060) mask_bce 0.2510 (0.2533) mask_dice 0.8438 (0.8502) mem 21940MB +[2025-12-25 05:02:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1240/1573] eta 0:04:53 lr 0.000036 time 0.4354 (0.8826) loss 1272.0812 (1313.8873) grad_norm 358.4310 (235.6211) embed_mse 1270.9561 (1312.7838) mask_bce 0.2681 (0.2534) mask_dice 0.8570 (0.8502) mem 21940MB +[2025-12-25 05:02:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1250/1573] eta 0:04:45 lr 0.000036 time 0.6067 (0.8841) loss 1311.9021 (1313.9389) grad_norm 207.6212 (235.4417) embed_mse 1310.8312 (1312.8354) mask_bce 0.2055 (0.2533) mask_dice 0.8654 (0.8502) mem 21940MB +[2025-12-25 05:02:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1260/1573] eta 0:04:36 lr 0.000036 time 0.4163 (0.8845) loss 1344.4553 (1314.1146) grad_norm 281.0847 (235.7324) embed_mse 1343.3422 (1313.0110) mask_bce 0.2675 (0.2533) mask_dice 0.8457 (0.8502) mem 21940MB +[2025-12-25 05:02:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1270/1573] eta 0:04:27 lr 0.000036 time 0.4463 (0.8822) loss 1261.6270 (1314.0712) grad_norm 161.3624 (235.2617) embed_mse 1260.5309 (1312.9676) mask_bce 0.2393 (0.2533) mask_dice 0.8567 (0.8502) mem 21940MB +[2025-12-25 05:02:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1280/1573] eta 0:04:18 lr 0.000036 time 0.4148 (0.8820) loss 1290.3146 (1314.1933) grad_norm 313.8804 (236.0292) embed_mse 1289.2260 (1313.0896) mask_bce 0.2437 (0.2535) mask_dice 0.8450 (0.8502) mem 21940MB +[2025-12-25 05:03:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1290/1573] eta 0:04:10 lr 0.000036 time 0.4265 (0.8843) loss 1284.6038 (1314.1945) grad_norm 226.1441 (235.9678) embed_mse 1283.5269 (1313.0907) mask_bce 0.2070 (0.2536) mask_dice 0.8699 (0.8502) mem 21940MB +[2025-12-25 05:03:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1300/1573] eta 0:04:01 lr 0.000036 time 1.1071 (0.8862) loss 1262.2694 (1314.1144) grad_norm 236.8786 (235.9734) embed_mse 1261.1832 (1313.0107) mask_bce 0.2432 (0.2534) mask_dice 0.8430 (0.8502) mem 21940MB +[2025-12-25 05:03:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1310/1573] eta 0:03:54 lr 0.000036 time 0.4241 (0.8917) loss 1348.5869 (1313.8899) grad_norm 188.3218 (235.6810) embed_mse 1347.4955 (1312.7861) mask_bce 0.2251 (0.2535) mask_dice 0.8663 (0.8503) mem 21940MB +[2025-12-25 05:03:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1320/1573] eta 0:03:45 lr 0.000036 time 0.4171 (0.8919) loss 1270.9893 (1314.0117) grad_norm 334.2068 (237.2788) embed_mse 1269.8804 (1312.9080) mask_bce 0.2686 (0.2533) mask_dice 0.8403 (0.8503) mem 21940MB +[2025-12-25 05:03:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1330/1573] eta 0:03:36 lr 0.000036 time 0.4379 (0.8903) loss 1292.2804 (1313.9426) grad_norm 209.1027 (237.1090) embed_mse 1291.1995 (1312.8389) mask_bce 0.2180 (0.2534) mask_dice 0.8629 (0.8503) mem 21940MB +[2025-12-25 05:04:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1340/1573] eta 0:03:28 lr 0.000036 time 4.0059 (0.8931) loss 1291.1139 (1313.9923) grad_norm 179.5031 (236.7641) embed_mse 1290.0352 (1312.8885) mask_bce 0.2208 (0.2535) mask_dice 0.8580 (0.8503) mem 21940MB +[2025-12-25 05:04:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1350/1573] eta 0:03:21 lr 0.000036 time 0.4175 (0.9014) loss 1256.6392 (1313.9714) grad_norm 192.8520 (236.5027) embed_mse 1255.5591 (1312.8677) mask_bce 0.2164 (0.2535) mask_dice 0.8637 (0.8503) mem 21940MB +[2025-12-25 05:04:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1360/1573] eta 0:03:11 lr 0.000036 time 0.4202 (0.8994) loss 1301.0520 (1314.0020) grad_norm 233.6727 (236.6143) embed_mse 1299.9640 (1312.8982) mask_bce 0.2280 (0.2535) mask_dice 0.8600 (0.8503) mem 21940MB +[2025-12-25 05:04:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1370/1573] eta 0:03:02 lr 0.000036 time 0.4160 (0.8983) loss 1275.6096 (1313.9568) grad_norm 206.1782 (236.4364) embed_mse 1274.5217 (1312.8531) mask_bce 0.2433 (0.2533) mask_dice 0.8446 (0.8503) mem 21940MB +[2025-12-25 05:04:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1380/1573] eta 0:02:53 lr 0.000036 time 0.4179 (0.8980) loss 1363.3052 (1313.9799) grad_norm 194.9200 (236.1950) embed_mse 1362.2046 (1312.8763) mask_bce 0.2476 (0.2533) mask_dice 0.8530 (0.8504) mem 21940MB +[2025-12-25 05:04:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1390/1573] eta 0:02:43 lr 0.000036 time 0.4261 (0.8961) loss 1314.5541 (1314.0544) grad_norm 314.3206 (236.6466) embed_mse 1313.4774 (1312.9509) mask_bce 0.2055 (0.2531) mask_dice 0.8711 (0.8504) mem 21940MB +[2025-12-25 05:05:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1400/1573] eta 0:02:36 lr 0.000036 time 0.4309 (0.9031) loss 1282.9559 (1314.0575) grad_norm 272.8806 (236.7319) embed_mse 1281.8372 (1312.9539) mask_bce 0.2818 (0.2531) mask_dice 0.8370 (0.8504) mem 21940MB +[2025-12-25 05:05:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1410/1573] eta 0:02:27 lr 0.000036 time 0.4474 (0.9039) loss 1305.1055 (1314.0876) grad_norm 220.7969 (236.6414) embed_mse 1303.9863 (1312.9840) mask_bce 0.2783 (0.2532) mask_dice 0.8409 (0.8504) mem 21940MB +[2025-12-25 05:05:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1420/1573] eta 0:02:18 lr 0.000036 time 0.4426 (0.9050) loss 1389.7028 (1314.1621) grad_norm 477.0463 (237.9996) embed_mse 1388.6201 (1313.0586) mask_bce 0.2104 (0.2531) mask_dice 0.8722 (0.8505) mem 21940MB +[2025-12-25 05:05:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1430/1573] eta 0:02:09 lr 0.000036 time 0.4585 (0.9033) loss 1329.4756 (1314.0923) grad_norm 274.9023 (238.2069) embed_mse 1328.3824 (1312.9888) mask_bce 0.2498 (0.2530) mask_dice 0.8434 (0.8505) mem 21940MB +[2025-12-25 05:05:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1440/1573] eta 0:02:00 lr 0.000036 time 0.4164 (0.9067) loss 1373.5336 (1314.0640) grad_norm 160.0030 (238.1172) embed_mse 1372.3754 (1312.9606) mask_bce 0.2826 (0.2529) mask_dice 0.8756 (0.8504) mem 21940MB +[2025-12-25 05:06:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1450/1573] eta 0:01:51 lr 0.000036 time 0.4185 (0.9047) loss 1278.5404 (1314.0980) grad_norm 352.5898 (238.7497) embed_mse 1277.4282 (1312.9946) mask_bce 0.2636 (0.2530) mask_dice 0.8486 (0.8504) mem 21940MB +[2025-12-25 05:06:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1460/1573] eta 0:01:42 lr 0.000036 time 0.4232 (0.9065) loss 1379.1444 (1314.0109) grad_norm 323.7172 (239.2165) embed_mse 1378.0272 (1312.9075) mask_bce 0.2669 (0.2530) mask_dice 0.8504 (0.8504) mem 21940MB +[2025-12-25 05:06:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1470/1573] eta 0:01:33 lr 0.000036 time 0.4231 (0.9037) loss 1291.6327 (1313.9826) grad_norm 483.9658 (240.5539) embed_mse 1290.5416 (1312.8792) mask_bce 0.2469 (0.2531) mask_dice 0.8442 (0.8504) mem 21940MB +[2025-12-25 05:06:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1480/1573] eta 0:01:24 lr 0.000036 time 8.8648 (0.9070) loss 1334.9332 (1313.9833) grad_norm 207.4326 (240.3294) embed_mse 1333.8356 (1312.8799) mask_bce 0.2276 (0.2530) mask_dice 0.8700 (0.8504) mem 21940MB +[2025-12-25 05:06:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1490/1573] eta 0:01:15 lr 0.000036 time 0.4226 (0.9067) loss 1291.1410 (1314.0519) grad_norm 338.9586 (240.8596) embed_mse 1290.0587 (1312.9486) mask_bce 0.2243 (0.2529) mask_dice 0.8579 (0.8504) mem 21940MB +[2025-12-25 05:06:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1500/1573] eta 0:01:05 lr 0.000036 time 0.4174 (0.9036) loss 1363.4386 (1314.0472) grad_norm 280.8320 (241.0734) embed_mse 1362.3165 (1312.9438) mask_bce 0.2498 (0.2530) mask_dice 0.8723 (0.8505) mem 21940MB +[2025-12-25 05:06:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1510/1573] eta 0:00:57 lr 0.000035 time 0.4166 (0.9058) loss 1282.6176 (1313.8415) grad_norm 271.1188 (241.2332) embed_mse 1281.5105 (1312.7381) mask_bce 0.2621 (0.2529) mask_dice 0.8449 (0.8505) mem 21940MB +[2025-12-25 05:07:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1520/1573] eta 0:00:48 lr 0.000035 time 0.4203 (0.9064) loss 1337.7074 (1313.9229) grad_norm 230.1796 (241.5584) embed_mse 1336.5779 (1312.8196) mask_bce 0.2844 (0.2528) mask_dice 0.8451 (0.8505) mem 21940MB +[2025-12-25 05:07:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1530/1573] eta 0:00:38 lr 0.000035 time 0.4217 (0.9048) loss 1273.9238 (1313.9115) grad_norm 277.0268 (241.7440) embed_mse 1272.7915 (1312.8082) mask_bce 0.2617 (0.2527) mask_dice 0.8706 (0.8506) mem 21940MB +[2025-12-25 05:07:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1540/1573] eta 0:00:29 lr 0.000035 time 0.4195 (0.9031) loss 1270.4429 (1313.8284) grad_norm 255.8988 (241.8178) embed_mse 1269.3676 (1312.7252) mask_bce 0.2292 (0.2526) mask_dice 0.8462 (0.8506) mem 21940MB +[2025-12-25 05:07:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1550/1573] eta 0:00:20 lr 0.000035 time 0.4160 (0.9043) loss 1310.2405 (1313.7714) grad_norm 182.5015 (241.5104) embed_mse 1309.1364 (1312.6682) mask_bce 0.2572 (0.2527) mask_dice 0.8470 (0.8505) mem 21940MB +[2025-12-25 05:07:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1560/1573] eta 0:00:11 lr 0.000035 time 0.4179 (0.9052) loss 1342.2168 (1313.7416) grad_norm 251.0230 (241.4051) embed_mse 1341.1285 (1312.6383) mask_bce 0.2209 (0.2527) mask_dice 0.8673 (0.8506) mem 21940MB +[2025-12-25 05:07:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1570/1573] eta 0:00:02 lr 0.000035 time 0.4199 (0.9056) loss 1327.2791 (1313.6687) grad_norm 183.5614 (241.1100) embed_mse 1326.2339 (1312.5655) mask_bce 0.1510 (0.2527) mask_dice 0.8941 (0.8506) mem 21940MB +[2025-12-25 05:07:53 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 10 training takes 0:23:44 +[2025-12-25 05:07:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][0/1573] eta 1:46:34 lr 0.000035 time 4.0649 (4.0649) loss 1343.6958 (1343.6958) grad_norm 0.0000 (0.0000) embed_mse 1342.5845 (1342.5845) mask_bce 0.2547 (0.2547) mask_dice 0.8565 (0.8565) mem 21940MB +[2025-12-25 05:08:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][10/1573] eta 0:47:52 lr 0.000035 time 3.5013 (1.8376) loss 1323.0051 (1317.4495) grad_norm 281.1100 (281.1100) embed_mse 1321.9183 (1316.3459) mask_bce 0.2422 (0.2558) mask_dice 0.8446 (0.8478) mem 21940MB +[2025-12-25 05:08:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][20/1573] eta 0:32:20 lr 0.000035 time 0.4251 (1.2494) loss 1249.6299 (1312.6373) grad_norm 238.1481 (259.6290) embed_mse 1248.5366 (1311.5319) mask_bce 0.2414 (0.2612) mask_dice 0.8519 (0.8443) mem 21940MB +[2025-12-25 05:08:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][30/1573] eta 0:29:39 lr 0.000035 time 0.4594 (1.1532) loss 1298.3469 (1308.2497) grad_norm 254.3107 (257.8563) embed_mse 1297.2681 (1307.1433) mask_bce 0.1973 (0.2618) mask_dice 0.8817 (0.8446) mem 21940MB +[2025-12-25 05:08:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][40/1573] eta 0:29:11 lr 0.000035 time 0.4379 (1.1424) loss 1307.7838 (1307.2045) grad_norm 369.4495 (267.7039) embed_mse 1306.6626 (1306.1007) mask_bce 0.2820 (0.2599) mask_dice 0.8392 (0.8440) mem 21940MB +[2025-12-25 05:08:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][50/1573] eta 0:31:36 lr 0.000035 time 0.4213 (1.2453) loss 1284.5183 (1308.0952) grad_norm 180.2596 (253.1299) embed_mse 1283.4197 (1306.9907) mask_bce 0.2847 (0.2595) mask_dice 0.8139 (0.8450) mem 21940MB +[2025-12-25 05:09:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][60/1573] eta 0:28:36 lr 0.000035 time 0.4219 (1.1348) loss 1306.4902 (1307.6775) grad_norm 179.2098 (242.5699) embed_mse 1305.3909 (1306.5741) mask_bce 0.2505 (0.2565) mask_dice 0.8489 (0.8469) mem 21940MB +[2025-12-25 05:09:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][70/1573] eta 0:27:59 lr 0.000035 time 3.7467 (1.1175) loss 1320.0264 (1308.5154) grad_norm 560.6263 (282.3269) embed_mse 1318.9086 (1307.4154) mask_bce 0.2703 (0.2511) mask_dice 0.8475 (0.8489) mem 21940MB +[2025-12-25 05:09:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][80/1573] eta 0:28:21 lr 0.000035 time 4.4479 (1.1394) loss 1321.0531 (1307.0220) grad_norm 284.1050 (288.5174) embed_mse 1319.8486 (1305.9224) mask_bce 0.3513 (0.2502) mask_dice 0.8531 (0.8494) mem 21940MB +[2025-12-25 05:09:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][90/1573] eta 0:26:20 lr 0.000035 time 0.4191 (1.0654) loss 1300.8998 (1307.3797) grad_norm 264.5638 (286.3398) embed_mse 1299.8138 (1306.2813) mask_bce 0.2279 (0.2484) mask_dice 0.8580 (0.8500) mem 21940MB +[2025-12-25 05:09:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][100/1573] eta 0:25:51 lr 0.000035 time 0.4231 (1.0531) loss 1398.6642 (1309.5218) grad_norm 247.5868 (283.1104) embed_mse 1397.5710 (1308.4253) mask_bce 0.2488 (0.2459) mask_dice 0.8444 (0.8506) mem 21940MB +[2025-12-25 05:09:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][110/1573] eta 0:26:29 lr 0.000035 time 0.4201 (1.0862) loss 1310.5554 (1309.6829) grad_norm 282.8394 (283.0895) embed_mse 1309.4753 (1308.5852) mask_bce 0.2133 (0.2474) mask_dice 0.8667 (0.8504) mem 21940MB +[2025-12-25 05:10:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][120/1573] eta 0:25:26 lr 0.000035 time 0.4171 (1.0507) loss 1341.0537 (1309.6511) grad_norm 289.7908 (282.0327) embed_mse 1339.9865 (1308.5526) mask_bce 0.2264 (0.2480) mask_dice 0.8409 (0.8505) mem 21940MB +[2025-12-25 05:10:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][130/1573] eta 0:24:57 lr 0.000035 time 0.4191 (1.0376) loss 1300.8870 (1311.2909) grad_norm 283.9936 (282.1552) embed_mse 1299.8076 (1310.1930) mask_bce 0.2242 (0.2474) mask_dice 0.8552 (0.8505) mem 21940MB +[2025-12-25 05:10:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][140/1573] eta 0:24:19 lr 0.000035 time 0.4193 (1.0182) loss 1332.1171 (1312.3036) grad_norm 181.9691 (276.2620) embed_mse 1330.9994 (1311.2047) mask_bce 0.2430 (0.2484) mask_dice 0.8746 (0.8505) mem 21940MB +[2025-12-25 05:10:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][150/1573] eta 0:24:35 lr 0.000035 time 0.4185 (1.0366) loss 1325.5740 (1312.8777) grad_norm 338.6133 (279.7259) embed_mse 1324.4865 (1311.7790) mask_bce 0.2015 (0.2479) mask_dice 0.8861 (0.8508) mem 21940MB +[2025-12-25 05:10:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][160/1573] eta 0:23:31 lr 0.000035 time 0.4244 (0.9986) loss 1372.8184 (1315.0011) grad_norm 358.4745 (280.1744) embed_mse 1371.5994 (1313.9019) mask_bce 0.3411 (0.2483) mask_dice 0.8779 (0.8509) mem 21940MB +[2025-12-25 05:10:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][170/1573] eta 0:23:20 lr 0.000035 time 0.4188 (0.9985) loss 1330.9907 (1314.6176) grad_norm 237.5700 (278.1456) embed_mse 1329.8838 (1313.5186) mask_bce 0.2661 (0.2481) mask_dice 0.8408 (0.8510) mem 21940MB +[2025-12-25 05:10:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][180/1573] eta 0:22:30 lr 0.000035 time 0.4191 (0.9693) loss 1353.7622 (1314.6939) grad_norm 218.0356 (275.4133) embed_mse 1352.6768 (1313.5940) mask_bce 0.2275 (0.2490) mask_dice 0.8579 (0.8508) mem 21940MB +[2025-12-25 05:10:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][190/1573] eta 0:22:29 lr 0.000035 time 0.4176 (0.9755) loss 1332.1919 (1314.0004) grad_norm 214.4943 (272.7646) embed_mse 1331.0911 (1312.9006) mask_bce 0.2455 (0.2490) mask_dice 0.8553 (0.8507) mem 21940MB +[2025-12-25 05:11:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][200/1573] eta 0:22:21 lr 0.000035 time 0.4170 (0.9768) loss 1282.8046 (1313.9628) grad_norm 248.2145 (272.2969) embed_mse 1281.7374 (1312.8635) mask_bce 0.2049 (0.2485) mask_dice 0.8623 (0.8508) mem 21940MB +[2025-12-25 05:11:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][210/1573] eta 0:21:40 lr 0.000035 time 0.4197 (0.9544) loss 1422.5901 (1315.5458) grad_norm 176.3963 (268.6085) embed_mse 1421.4977 (1314.4467) mask_bce 0.2426 (0.2484) mask_dice 0.8499 (0.8507) mem 21940MB +[2025-12-25 05:11:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][220/1573] eta 0:21:25 lr 0.000035 time 0.4182 (0.9504) loss 1333.0889 (1315.0957) grad_norm 241.9763 (267.6221) embed_mse 1332.0012 (1313.9967) mask_bce 0.2307 (0.2483) mask_dice 0.8570 (0.8508) mem 21940MB +[2025-12-25 05:11:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][230/1573] eta 0:20:46 lr 0.000035 time 0.4371 (0.9285) loss 1338.1404 (1314.7449) grad_norm 231.4811 (266.3314) embed_mse 1337.0189 (1313.6455) mask_bce 0.2832 (0.2490) mask_dice 0.8382 (0.8504) mem 21940MB +[2025-12-25 05:11:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][240/1573] eta 0:21:11 lr 0.000035 time 0.4571 (0.9539) loss 1331.7739 (1314.5129) grad_norm 188.1284 (263.9506) embed_mse 1330.6576 (1313.4136) mask_bce 0.3045 (0.2492) mask_dice 0.8117 (0.8501) mem 21940MB +[2025-12-25 05:11:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][250/1573] eta 0:20:34 lr 0.000035 time 0.4169 (0.9328) loss 1333.8077 (1314.6357) grad_norm 246.6080 (263.3912) embed_mse 1332.7255 (1313.5368) mask_bce 0.2425 (0.2486) mask_dice 0.8398 (0.8502) mem 21940MB +[2025-12-25 05:11:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][260/1573] eta 0:20:40 lr 0.000035 time 0.4473 (0.9448) loss 1280.8192 (1314.6389) grad_norm 189.7730 (261.0906) embed_mse 1279.6962 (1313.5397) mask_bce 0.2716 (0.2492) mask_dice 0.8515 (0.8501) mem 21940MB +[2025-12-25 05:12:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][270/1573] eta 0:20:36 lr 0.000035 time 0.4351 (0.9488) loss 1344.3163 (1314.5245) grad_norm 198.8073 (259.2032) embed_mse 1343.2274 (1313.4252) mask_bce 0.2690 (0.2496) mask_dice 0.8198 (0.8497) mem 21940MB +[2025-12-25 05:12:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][280/1573] eta 0:20:11 lr 0.000035 time 0.4194 (0.9372) loss 1303.7983 (1314.5199) grad_norm 262.3861 (257.5589) embed_mse 1302.6788 (1313.4204) mask_bce 0.2526 (0.2501) mask_dice 0.8670 (0.8494) mem 21940MB +[2025-12-25 05:12:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][290/1573] eta 0:19:42 lr 0.000035 time 0.4210 (0.9217) loss 1272.5176 (1314.2815) grad_norm 217.3036 (256.4407) embed_mse 1271.4436 (1313.1825) mask_bce 0.2096 (0.2494) mask_dice 0.8643 (0.8496) mem 21940MB +[2025-12-25 05:12:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][300/1573] eta 0:19:24 lr 0.000035 time 0.4154 (0.9151) loss 1354.3221 (1315.0862) grad_norm 258.2150 (256.4886) embed_mse 1353.2335 (1313.9875) mask_bce 0.2391 (0.2488) mask_dice 0.8495 (0.8500) mem 21940MB +[2025-12-25 05:12:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][310/1573] eta 0:19:17 lr 0.000035 time 0.4474 (0.9163) loss 1371.2244 (1315.6555) grad_norm 297.5246 (257.5685) embed_mse 1370.1245 (1314.5568) mask_bce 0.2808 (0.2489) mask_dice 0.8190 (0.8498) mem 21940MB +[2025-12-25 05:12:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][320/1573] eta 0:19:00 lr 0.000035 time 0.4228 (0.9105) loss 1232.9486 (1314.8427) grad_norm 307.3747 (258.2749) embed_mse 1231.8375 (1313.7440) mask_bce 0.2862 (0.2488) mask_dice 0.8249 (0.8499) mem 21940MB +[2025-12-25 05:12:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][330/1573] eta 0:18:53 lr 0.000035 time 0.4175 (0.9121) loss 1337.9747 (1314.7531) grad_norm 264.5082 (258.4269) embed_mse 1336.8546 (1313.6546) mask_bce 0.2815 (0.2488) mask_dice 0.8387 (0.8498) mem 21940MB +[2025-12-25 05:13:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][340/1573] eta 0:18:44 lr 0.000035 time 0.4206 (0.9118) loss 1286.1531 (1314.4568) grad_norm 176.3216 (256.4720) embed_mse 1285.0626 (1313.3579) mask_bce 0.2349 (0.2491) mask_dice 0.8555 (0.8498) mem 21940MB +[2025-12-25 05:13:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][350/1573] eta 0:18:37 lr 0.000035 time 0.4248 (0.9134) loss 1312.9039 (1314.1031) grad_norm 229.2407 (255.8387) embed_mse 1311.8163 (1313.0043) mask_bce 0.2547 (0.2490) mask_dice 0.8329 (0.8498) mem 21940MB +[2025-12-25 05:13:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][360/1573] eta 0:18:13 lr 0.000035 time 0.4193 (0.9015) loss 1368.2954 (1314.4262) grad_norm 365.8695 (259.6167) embed_mse 1367.1737 (1313.3273) mask_bce 0.2686 (0.2492) mask_dice 0.8532 (0.8497) mem 21940MB +[2025-12-25 05:13:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][370/1573] eta 0:18:20 lr 0.000035 time 0.4945 (0.9151) loss 1320.6177 (1314.6648) grad_norm 561.1996 (266.1729) embed_mse 1319.5011 (1313.5660) mask_bce 0.2979 (0.2493) mask_dice 0.8188 (0.8495) mem 21940MB +[2025-12-25 05:13:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][380/1573] eta 0:18:03 lr 0.000035 time 0.4347 (0.9078) loss 1314.9924 (1314.3218) grad_norm 422.8226 (269.5058) embed_mse 1313.9034 (1313.2231) mask_bce 0.2433 (0.2494) mask_dice 0.8457 (0.8493) mem 21940MB +[2025-12-25 05:13:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][390/1573] eta 0:17:57 lr 0.000035 time 0.4158 (0.9111) loss 1295.5930 (1313.8710) grad_norm 321.6444 (270.5921) embed_mse 1294.4756 (1312.7720) mask_bce 0.2961 (0.2497) mask_dice 0.8213 (0.8492) mem 21940MB +[2025-12-25 05:13:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][400/1573] eta 0:17:41 lr 0.000035 time 0.4247 (0.9047) loss 1364.4452 (1314.1609) grad_norm 174.6015 (267.3459) embed_mse 1363.3096 (1313.0616) mask_bce 0.2661 (0.2498) mask_dice 0.8695 (0.8495) mem 21940MB +[2025-12-25 05:14:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][410/1573] eta 0:17:52 lr 0.000035 time 0.4210 (0.9224) loss 1333.7319 (1314.1428) grad_norm 371.8394 (269.3948) embed_mse 1332.6387 (1313.0436) mask_bce 0.2348 (0.2496) mask_dice 0.8585 (0.8495) mem 21940MB +[2025-12-25 05:14:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][420/1573] eta 0:17:45 lr 0.000035 time 5.9817 (0.9239) loss 1298.1857 (1314.3236) grad_norm 453.8632 (272.9422) embed_mse 1297.1108 (1313.2245) mask_bce 0.2281 (0.2495) mask_dice 0.8467 (0.8496) mem 21940MB +[2025-12-25 05:14:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][430/1573] eta 0:17:22 lr 0.000035 time 0.4210 (0.9124) loss 1221.7208 (1314.4482) grad_norm 455.0273 (276.3778) embed_mse 1220.6522 (1313.3494) mask_bce 0.2299 (0.2492) mask_dice 0.8387 (0.8496) mem 21940MB +[2025-12-25 05:14:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][440/1573] eta 0:17:02 lr 0.000035 time 0.4214 (0.9024) loss 1255.4395 (1314.3242) grad_norm 465.5228 (284.2523) embed_mse 1254.3528 (1313.2257) mask_bce 0.2375 (0.2487) mask_dice 0.8492 (0.8498) mem 21940MB +[2025-12-25 05:14:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][450/1573] eta 0:16:57 lr 0.000035 time 0.4228 (0.9064) loss 1298.9918 (1314.2790) grad_norm 225.5009 (283.2032) embed_mse 1297.8933 (1313.1808) mask_bce 0.2539 (0.2484) mask_dice 0.8446 (0.8499) mem 21940MB +[2025-12-25 05:14:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][460/1573] eta 0:16:48 lr 0.000035 time 4.6260 (0.9062) loss 1366.5255 (1314.5243) grad_norm 261.3566 (282.8199) embed_mse 1365.3938 (1313.4262) mask_bce 0.2830 (0.2480) mask_dice 0.8488 (0.8500) mem 21940MB +[2025-12-25 05:15:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][470/1573] eta 0:16:53 lr 0.000035 time 10.5447 (0.9185) loss 1330.3451 (1314.7082) grad_norm 278.1096 (282.7387) embed_mse 1329.2484 (1313.6103) mask_bce 0.2434 (0.2478) mask_dice 0.8533 (0.8501) mem 21940MB +[2025-12-25 05:15:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][480/1573] eta 0:16:32 lr 0.000035 time 0.4243 (0.9082) loss 1286.3550 (1314.7913) grad_norm 305.9371 (284.7915) embed_mse 1285.2778 (1313.6934) mask_bce 0.1649 (0.2478) mask_dice 0.9124 (0.8501) mem 21940MB +[2025-12-25 05:15:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][490/1573] eta 0:16:13 lr 0.000035 time 0.4192 (0.8988) loss 1287.3922 (1314.9765) grad_norm 348.3056 (285.8327) embed_mse 1286.2607 (1313.8783) mask_bce 0.2816 (0.2483) mask_dice 0.8499 (0.8499) mem 21940MB +[2025-12-25 05:15:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][500/1573] eta 0:16:10 lr 0.000035 time 0.4222 (0.9049) loss 1310.7378 (1314.9230) grad_norm 245.1724 (285.1769) embed_mse 1309.6467 (1313.8249) mask_bce 0.2587 (0.2483) mask_dice 0.8324 (0.8498) mem 21940MB +[2025-12-25 05:15:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][510/1573] eta 0:15:58 lr 0.000035 time 0.4177 (0.9016) loss 1328.5861 (1314.6844) grad_norm 440.4305 (287.6412) embed_mse 1327.4865 (1313.5862) mask_bce 0.2601 (0.2484) mask_dice 0.8395 (0.8498) mem 21940MB +[2025-12-25 05:15:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][520/1573] eta 0:15:43 lr 0.000035 time 0.4282 (0.8963) loss 1268.4103 (1314.3676) grad_norm 194.8967 (285.5699) embed_mse 1267.2874 (1313.2691) mask_bce 0.3019 (0.2489) mask_dice 0.8210 (0.8495) mem 21940MB +[2025-12-25 05:15:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][530/1573] eta 0:15:27 lr 0.000035 time 0.4976 (0.8894) loss 1290.3982 (1314.6243) grad_norm 418.5511 (287.5848) embed_mse 1289.2734 (1313.5259) mask_bce 0.2737 (0.2487) mask_dice 0.8510 (0.8496) mem 21940MB +[2025-12-25 05:15:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][540/1573] eta 0:15:22 lr 0.000035 time 0.4175 (0.8933) loss 1322.4659 (1314.3393) grad_norm 246.2166 (286.9673) embed_mse 1321.3740 (1313.2413) mask_bce 0.2230 (0.2483) mask_dice 0.8690 (0.8497) mem 21940MB +[2025-12-25 05:16:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][550/1573] eta 0:15:19 lr 0.000035 time 0.4226 (0.8990) loss 1334.0460 (1314.4509) grad_norm 159.2838 (285.0896) embed_mse 1332.9354 (1313.3530) mask_bce 0.2381 (0.2481) mask_dice 0.8724 (0.8498) mem 21940MB +[2025-12-25 05:16:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][560/1573] eta 0:15:04 lr 0.000035 time 0.4242 (0.8930) loss 1283.8149 (1314.4875) grad_norm 312.5879 (284.8914) embed_mse 1282.7565 (1313.3897) mask_bce 0.1746 (0.2479) mask_dice 0.8839 (0.8499) mem 21940MB +[2025-12-25 05:16:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][570/1573] eta 0:14:50 lr 0.000035 time 0.4199 (0.8875) loss 1315.1393 (1314.4734) grad_norm 173.3067 (283.3198) embed_mse 1314.0549 (1313.3755) mask_bce 0.2180 (0.2480) mask_dice 0.8664 (0.8499) mem 21940MB +[2025-12-25 05:16:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][580/1573] eta 0:14:42 lr 0.000035 time 0.4197 (0.8882) loss 1271.3490 (1314.2920) grad_norm 199.0282 (282.1491) embed_mse 1270.2694 (1313.1942) mask_bce 0.2051 (0.2479) mask_dice 0.8745 (0.8499) mem 21940MB +[2025-12-25 05:16:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][590/1573] eta 0:14:33 lr 0.000035 time 0.5276 (0.8881) loss 1293.6373 (1314.4404) grad_norm 182.4839 (280.7838) embed_mse 1292.5339 (1313.3427) mask_bce 0.2716 (0.2479) mask_dice 0.8318 (0.8498) mem 21940MB +[2025-12-25 05:16:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][600/1573] eta 0:14:21 lr 0.000034 time 0.4198 (0.8851) loss 1276.9962 (1314.3094) grad_norm 249.1481 (278.5930) embed_mse 1275.9165 (1313.2120) mask_bce 0.2366 (0.2476) mask_dice 0.8432 (0.8498) mem 21940MB +[2025-12-25 05:16:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][610/1573] eta 0:14:18 lr 0.000034 time 0.4185 (0.8918) loss 1274.3726 (1314.4446) grad_norm 289.7585 (278.7399) embed_mse 1273.2728 (1313.3469) mask_bce 0.2342 (0.2479) mask_dice 0.8656 (0.8498) mem 21940MB +[2025-12-25 05:17:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][620/1573] eta 0:14:10 lr 0.000034 time 0.4227 (0.8922) loss 1331.0198 (1314.2943) grad_norm 387.3468 (280.1504) embed_mse 1329.9189 (1313.1967) mask_bce 0.2528 (0.2480) mask_dice 0.8480 (0.8497) mem 21940MB +[2025-12-25 05:17:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][630/1573] eta 0:14:02 lr 0.000034 time 0.4179 (0.8937) loss 1287.1385 (1314.3028) grad_norm 192.8868 (279.0316) embed_mse 1286.0262 (1313.2052) mask_bce 0.2833 (0.2480) mask_dice 0.8290 (0.8496) mem 21940MB +[2025-12-25 05:17:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][640/1573] eta 0:13:46 lr 0.000034 time 0.4161 (0.8863) loss 1244.8306 (1314.5117) grad_norm 225.3592 (277.8571) embed_mse 1243.7202 (1313.4141) mask_bce 0.2732 (0.2480) mask_dice 0.8372 (0.8497) mem 21940MB +[2025-12-25 05:17:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][650/1573] eta 0:13:44 lr 0.000034 time 3.6842 (0.8928) loss 1290.6627 (1314.2358) grad_norm 211.8245 (277.0419) embed_mse 1289.5728 (1313.1384) mask_bce 0.2566 (0.2477) mask_dice 0.8334 (0.8497) mem 21940MB +[2025-12-25 05:17:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][660/1573] eta 0:13:35 lr 0.000034 time 0.4349 (0.8932) loss 1304.3254 (1313.9482) grad_norm 177.8184 (275.8318) embed_mse 1303.2605 (1312.8508) mask_bce 0.2176 (0.2477) mask_dice 0.8472 (0.8497) mem 21940MB +[2025-12-25 05:17:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][670/1573] eta 0:13:27 lr 0.000034 time 0.4175 (0.8937) loss 1321.6473 (1314.2085) grad_norm 249.8742 (275.5191) embed_mse 1320.5320 (1313.1109) mask_bce 0.2639 (0.2478) mask_dice 0.8515 (0.8498) mem 21940MB +[2025-12-25 05:17:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][680/1573] eta 0:13:12 lr 0.000034 time 0.4183 (0.8877) loss 1303.0529 (1314.2350) grad_norm 222.7079 (274.0537) embed_mse 1301.9679 (1313.1374) mask_bce 0.2146 (0.2478) mask_dice 0.8703 (0.8498) mem 21940MB +[2025-12-25 05:18:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][690/1573] eta 0:13:07 lr 0.000034 time 0.4548 (0.8921) loss 1299.2703 (1314.1542) grad_norm 193.6714 (273.1191) embed_mse 1298.1508 (1313.0567) mask_bce 0.2837 (0.2479) mask_dice 0.8358 (0.8497) mem 21940MB +[2025-12-25 05:18:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][700/1573] eta 0:12:54 lr 0.000034 time 0.4439 (0.8869) loss 1359.4701 (1314.4702) grad_norm 264.7710 (273.0231) embed_mse 1358.3936 (1313.3729) mask_bce 0.2180 (0.2476) mask_dice 0.8585 (0.8498) mem 21940MB +[2025-12-25 05:18:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][710/1573] eta 0:12:42 lr 0.000034 time 0.4422 (0.8839) loss 1288.8851 (1314.4490) grad_norm 198.6900 (272.1784) embed_mse 1287.7833 (1313.3517) mask_bce 0.2658 (0.2474) mask_dice 0.8360 (0.8499) mem 21940MB +[2025-12-25 05:18:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][720/1573] eta 0:12:42 lr 0.000034 time 5.4136 (0.8940) loss 1270.8148 (1314.3772) grad_norm 174.8996 (270.2767) embed_mse 1269.7533 (1313.2799) mask_bce 0.1975 (0.2473) mask_dice 0.8640 (0.8499) mem 21940MB +[2025-12-25 05:18:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][730/1573] eta 0:12:28 lr 0.000034 time 0.4164 (0.8878) loss 1239.6614 (1314.5073) grad_norm 226.5526 (269.7962) embed_mse 1238.5931 (1313.4102) mask_bce 0.2135 (0.2471) mask_dice 0.8548 (0.8499) mem 21940MB +[2025-12-25 05:18:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][740/1573] eta 0:12:17 lr 0.000034 time 0.4218 (0.8848) loss 1264.7614 (1314.2547) grad_norm 242.8342 (269.5031) embed_mse 1263.6831 (1313.1576) mask_bce 0.2256 (0.2472) mask_dice 0.8527 (0.8498) mem 21940MB +[2025-12-25 05:19:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][750/1573] eta 0:12:12 lr 0.000034 time 0.4215 (0.8895) loss 1341.4213 (1314.4086) grad_norm 167.2509 (268.4036) embed_mse 1340.3154 (1313.3115) mask_bce 0.2558 (0.2473) mask_dice 0.8500 (0.8497) mem 21940MB +[2025-12-25 05:19:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][760/1573] eta 0:11:58 lr 0.000034 time 0.4244 (0.8834) loss 1350.4727 (1314.2227) grad_norm 188.4111 (267.4661) embed_mse 1349.3842 (1313.1258) mask_bce 0.2551 (0.2471) mask_dice 0.8335 (0.8498) mem 21940MB +[2025-12-25 05:19:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][770/1573] eta 0:11:47 lr 0.000034 time 0.4217 (0.8814) loss 1312.3839 (1314.2103) grad_norm 174.8767 (266.5016) embed_mse 1311.3151 (1313.1133) mask_bce 0.2361 (0.2473) mask_dice 0.8327 (0.8497) mem 21940MB +[2025-12-25 05:19:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][780/1573] eta 0:11:47 lr 0.000034 time 0.4257 (0.8921) loss 1291.1559 (1314.0910) grad_norm 458.2907 (268.4788) embed_mse 1290.0780 (1312.9942) mask_bce 0.2193 (0.2470) mask_dice 0.8586 (0.8497) mem 21940MB +[2025-12-25 05:19:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][790/1573] eta 0:11:39 lr 0.000034 time 0.4207 (0.8928) loss 1336.6381 (1314.1199) grad_norm 182.2744 (267.5992) embed_mse 1335.5614 (1313.0233) mask_bce 0.2321 (0.2468) mask_dice 0.8446 (0.8497) mem 21940MB +[2025-12-25 05:19:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][800/1573] eta 0:11:31 lr 0.000034 time 0.4144 (0.8945) loss 1331.3307 (1314.1531) grad_norm 180.9712 (266.1858) embed_mse 1330.2301 (1313.0566) mask_bce 0.2593 (0.2468) mask_dice 0.8414 (0.8497) mem 21940MB +[2025-12-25 05:19:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][810/1573] eta 0:11:18 lr 0.000034 time 0.4203 (0.8886) loss 1312.7294 (1314.1205) grad_norm 235.8297 (265.8852) embed_mse 1311.6080 (1313.0240) mask_bce 0.2822 (0.2468) mask_dice 0.8391 (0.8497) mem 21940MB +[2025-12-25 05:20:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][820/1573] eta 0:11:12 lr 0.000034 time 1.3379 (0.8925) loss 1284.5966 (1314.0493) grad_norm 187.6017 (265.1178) embed_mse 1283.5229 (1312.9529) mask_bce 0.2259 (0.2468) mask_dice 0.8476 (0.8496) mem 21940MB +[2025-12-25 05:20:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][830/1573] eta 0:11:04 lr 0.000034 time 0.4177 (0.8941) loss 1321.6016 (1314.2173) grad_norm 164.0559 (264.1366) embed_mse 1320.4855 (1313.1208) mask_bce 0.2776 (0.2469) mask_dice 0.8385 (0.8496) mem 21940MB +[2025-12-25 05:20:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][840/1573] eta 0:10:54 lr 0.000034 time 1.6193 (0.8926) loss 1339.9841 (1314.1362) grad_norm 210.3700 (263.0288) embed_mse 1338.8822 (1313.0397) mask_bce 0.2470 (0.2469) mask_dice 0.8550 (0.8497) mem 21940MB +[2025-12-25 05:20:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][850/1573] eta 0:10:45 lr 0.000034 time 0.4219 (0.8929) loss 1273.1415 (1314.1469) grad_norm 327.4437 (263.6364) embed_mse 1271.9867 (1313.0501) mask_bce 0.3317 (0.2472) mask_dice 0.8232 (0.8496) mem 21940MB +[2025-12-25 05:20:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][860/1573] eta 0:10:39 lr 0.000034 time 0.4184 (0.8972) loss 1333.2212 (1314.2177) grad_norm 249.5589 (263.5049) embed_mse 1332.1318 (1313.1208) mask_bce 0.2386 (0.2473) mask_dice 0.8508 (0.8497) mem 21940MB +[2025-12-25 05:20:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][870/1573] eta 0:10:30 lr 0.000034 time 0.4166 (0.8965) loss 1302.0321 (1314.2062) grad_norm 223.9068 (263.1382) embed_mse 1300.9493 (1313.1093) mask_bce 0.2270 (0.2472) mask_dice 0.8557 (0.8497) mem 21940MB +[2025-12-25 05:21:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][880/1573] eta 0:10:21 lr 0.000034 time 0.4200 (0.8964) loss 1313.1755 (1314.1463) grad_norm 167.2830 (262.4331) embed_mse 1312.0862 (1313.0493) mask_bce 0.2417 (0.2474) mask_dice 0.8477 (0.8496) mem 21940MB +[2025-12-25 05:21:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][890/1573] eta 0:10:15 lr 0.000034 time 0.4217 (0.9012) loss 1280.0801 (1314.0194) grad_norm 197.6357 (261.8494) embed_mse 1278.9958 (1312.9224) mask_bce 0.2351 (0.2473) mask_dice 0.8491 (0.8497) mem 21940MB +[2025-12-25 05:21:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][900/1573] eta 0:10:08 lr 0.000034 time 0.4176 (0.9045) loss 1318.4121 (1313.9922) grad_norm 201.1545 (261.3075) embed_mse 1317.3279 (1312.8953) mask_bce 0.2434 (0.2473) mask_dice 0.8408 (0.8496) mem 21940MB +[2025-12-25 05:21:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][910/1573] eta 0:09:56 lr 0.000034 time 0.4197 (0.8993) loss 1313.2495 (1314.2263) grad_norm 326.3406 (261.8829) embed_mse 1312.1703 (1313.1292) mask_bce 0.2413 (0.2474) mask_dice 0.8380 (0.8497) mem 21940MB +[2025-12-25 05:21:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][920/1573] eta 0:09:45 lr 0.000034 time 0.4199 (0.8971) loss 1325.1434 (1314.2952) grad_norm 186.2283 (260.5403) embed_mse 1324.0337 (1313.1981) mask_bce 0.2598 (0.2475) mask_dice 0.8500 (0.8496) mem 21940MB +[2025-12-25 05:21:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][930/1573] eta 0:09:43 lr 0.000034 time 0.4144 (0.9077) loss 1352.2847 (1314.2182) grad_norm 205.9545 (260.0698) embed_mse 1351.1904 (1313.1208) mask_bce 0.2600 (0.2478) mask_dice 0.8342 (0.8496) mem 21940MB +[2025-12-25 05:22:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][940/1573] eta 0:09:34 lr 0.000034 time 0.4204 (0.9072) loss 1303.1433 (1314.2030) grad_norm 167.4197 (259.2779) embed_mse 1302.0139 (1313.1055) mask_bce 0.2900 (0.2480) mask_dice 0.8393 (0.8495) mem 21940MB +[2025-12-25 05:22:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][950/1573] eta 0:09:25 lr 0.000034 time 0.4253 (0.9072) loss 1335.6290 (1314.1004) grad_norm 205.7657 (258.8244) embed_mse 1334.5146 (1313.0030) mask_bce 0.2748 (0.2479) mask_dice 0.8396 (0.8495) mem 21940MB +[2025-12-25 05:22:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][960/1573] eta 0:09:16 lr 0.000034 time 0.4164 (0.9077) loss 1346.4895 (1314.3896) grad_norm 305.0494 (260.1208) embed_mse 1345.3857 (1313.2921) mask_bce 0.2518 (0.2480) mask_dice 0.8520 (0.8495) mem 21940MB +[2025-12-25 05:22:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][970/1573] eta 0:09:06 lr 0.000034 time 0.4172 (0.9067) loss 1357.1472 (1314.4611) grad_norm 197.1079 (259.6000) embed_mse 1356.0492 (1313.3637) mask_bce 0.2559 (0.2478) mask_dice 0.8421 (0.8496) mem 21940MB +[2025-12-25 05:22:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][980/1573] eta 0:09:00 lr 0.000034 time 0.4223 (0.9112) loss 1262.3770 (1314.4361) grad_norm 416.3721 (260.8850) embed_mse 1261.2688 (1313.3386) mask_bce 0.2674 (0.2478) mask_dice 0.8408 (0.8496) mem 21940MB +[2025-12-25 05:22:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][990/1573] eta 0:08:49 lr 0.000034 time 0.4168 (0.9084) loss 1360.7582 (1314.6967) grad_norm 215.3759 (260.5150) embed_mse 1359.6549 (1313.5993) mask_bce 0.2600 (0.2477) mask_dice 0.8432 (0.8497) mem 21940MB +[2025-12-25 05:23:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1000/1573] eta 0:08:39 lr 0.000034 time 0.4132 (0.9066) loss 1374.3510 (1314.8157) grad_norm 294.8992 (260.4598) embed_mse 1373.2681 (1313.7182) mask_bce 0.2458 (0.2477) mask_dice 0.8370 (0.8497) mem 21940MB +[2025-12-25 05:23:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1010/1573] eta 0:08:33 lr 0.000034 time 3.6528 (0.9123) loss 1253.4402 (1314.8491) grad_norm 303.5485 (260.8018) embed_mse 1252.3619 (1313.7519) mask_bce 0.2524 (0.2476) mask_dice 0.8258 (0.8497) mem 21940MB +[2025-12-25 05:23:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1020/1573] eta 0:08:23 lr 0.000034 time 0.4323 (0.9100) loss 1364.3004 (1314.8757) grad_norm 210.7849 (260.4080) embed_mse 1362.9175 (1313.7781) mask_bce 0.5048 (0.2479) mask_dice 0.8782 (0.8497) mem 21940MB +[2025-12-25 05:23:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1030/1573] eta 0:08:13 lr 0.000034 time 1.8078 (0.9085) loss 1282.5469 (1314.6954) grad_norm 278.5827 (260.5500) embed_mse 1281.3218 (1313.5977) mask_bce 0.3664 (0.2480) mask_dice 0.8588 (0.8496) mem 21940MB +[2025-12-25 05:23:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1040/1573] eta 0:08:08 lr 0.000034 time 9.4206 (0.9163) loss 1274.0431 (1314.6521) grad_norm 242.2635 (259.8903) embed_mse 1272.9338 (1313.5543) mask_bce 0.2720 (0.2480) mask_dice 0.8373 (0.8497) mem 21940MB +[2025-12-25 05:23:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1050/1573] eta 0:07:57 lr 0.000034 time 0.4258 (0.9125) loss 1301.9948 (1314.6178) grad_norm 210.2689 (259.5115) embed_mse 1300.9216 (1313.5201) mask_bce 0.2087 (0.2480) mask_dice 0.8644 (0.8497) mem 21940MB +[2025-12-25 05:23:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1060/1573] eta 0:07:45 lr 0.000034 time 0.4214 (0.9079) loss 1293.1985 (1314.5811) grad_norm 209.3289 (259.1313) embed_mse 1292.1215 (1313.4833) mask_bce 0.2440 (0.2482) mask_dice 0.8330 (0.8496) mem 21940MB +[2025-12-25 05:24:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1070/1573] eta 0:07:35 lr 0.000034 time 0.4316 (0.9055) loss 1399.8234 (1314.6726) grad_norm 262.1404 (259.1539) embed_mse 1398.6722 (1313.5747) mask_bce 0.3208 (0.2483) mask_dice 0.8303 (0.8496) mem 21940MB +[2025-12-25 05:24:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1080/1573] eta 0:07:27 lr 0.000034 time 3.7613 (0.9071) loss 1282.6899 (1314.7552) grad_norm 194.9436 (258.0869) embed_mse 1281.6012 (1313.6573) mask_bce 0.2301 (0.2483) mask_dice 0.8587 (0.8496) mem 21940MB +[2025-12-25 05:24:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1090/1573] eta 0:07:16 lr 0.000034 time 0.4316 (0.9040) loss 1300.7767 (1314.7576) grad_norm 230.2804 (257.8825) embed_mse 1299.6854 (1313.6597) mask_bce 0.2133 (0.2483) mask_dice 0.8779 (0.8496) mem 21940MB +[2025-12-25 05:24:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1100/1573] eta 0:07:06 lr 0.000034 time 0.4479 (0.9022) loss 1374.6949 (1314.7725) grad_norm 332.1410 (258.4245) embed_mse 1373.5957 (1313.6746) mask_bce 0.2502 (0.2482) mask_dice 0.8490 (0.8496) mem 21940MB +[2025-12-25 05:24:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1110/1573] eta 0:06:56 lr 0.000034 time 0.4189 (0.8999) loss 1331.1925 (1314.8754) grad_norm 407.3327 (259.5036) embed_mse 1330.0582 (1313.7775) mask_bce 0.3106 (0.2483) mask_dice 0.8237 (0.8496) mem 21940MB +[2025-12-25 05:24:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1120/1573] eta 0:06:48 lr 0.000034 time 0.4248 (0.9012) loss 1364.5358 (1314.7667) grad_norm 220.3794 (258.7462) embed_mse 1363.4724 (1313.6689) mask_bce 0.2266 (0.2483) mask_dice 0.8368 (0.8495) mem 21940MB +[2025-12-25 05:24:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1130/1573] eta 0:06:41 lr 0.000034 time 8.0713 (0.9054) loss 1395.0074 (1314.9501) grad_norm 247.3238 (258.6651) embed_mse 1393.8860 (1313.8523) mask_bce 0.2784 (0.2484) mask_dice 0.8430 (0.8495) mem 21940MB +[2025-12-25 05:25:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1140/1573] eta 0:06:30 lr 0.000034 time 0.4174 (0.9013) loss 1319.2286 (1314.9517) grad_norm 350.0182 (259.3085) embed_mse 1318.1030 (1313.8539) mask_bce 0.2800 (0.2483) mask_dice 0.8456 (0.8495) mem 21940MB +[2025-12-25 05:25:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1150/1573] eta 0:06:22 lr 0.000034 time 0.4509 (0.9046) loss 1293.4165 (1315.0863) grad_norm 231.6946 (259.1154) embed_mse 1292.3494 (1313.9886) mask_bce 0.2197 (0.2482) mask_dice 0.8476 (0.8495) mem 21940MB +[2025-12-25 05:25:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1160/1573] eta 0:06:11 lr 0.000034 time 0.4184 (0.9004) loss 1336.7933 (1315.2250) grad_norm 181.9625 (258.2391) embed_mse 1335.7021 (1314.1273) mask_bce 0.2340 (0.2481) mask_dice 0.8572 (0.8496) mem 21940MB +[2025-12-25 05:25:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1170/1573] eta 0:06:02 lr 0.000034 time 0.4384 (0.9003) loss 1401.3375 (1315.2599) grad_norm 165.9180 (257.6068) embed_mse 1400.1979 (1314.1622) mask_bce 0.3079 (0.2482) mask_dice 0.8316 (0.8496) mem 21940MB +[2025-12-25 05:25:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1180/1573] eta 0:05:52 lr 0.000034 time 0.4182 (0.8964) loss 1318.7726 (1315.0710) grad_norm 267.0441 (257.6709) embed_mse 1317.6672 (1313.9733) mask_bce 0.2663 (0.2481) mask_dice 0.8392 (0.8496) mem 21940MB +[2025-12-25 05:25:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1190/1573] eta 0:05:42 lr 0.000034 time 1.0298 (0.8942) loss 1362.6880 (1315.0356) grad_norm 185.8819 (257.1859) embed_mse 1361.6050 (1313.9380) mask_bce 0.2341 (0.2481) mask_dice 0.8488 (0.8495) mem 21940MB +[2025-12-25 05:25:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1200/1573] eta 0:05:33 lr 0.000034 time 0.4526 (0.8946) loss 1279.6329 (1314.9230) grad_norm 210.8169 (256.8885) embed_mse 1278.5496 (1313.8254) mask_bce 0.2382 (0.2481) mask_dice 0.8452 (0.8495) mem 21940MB +[2025-12-25 05:25:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1210/1573] eta 0:05:23 lr 0.000034 time 0.4170 (0.8924) loss 1319.9612 (1314.9306) grad_norm 188.0210 (256.4325) embed_mse 1318.8864 (1313.8331) mask_bce 0.2183 (0.2481) mask_dice 0.8566 (0.8495) mem 21940MB +[2025-12-25 05:26:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1220/1573] eta 0:05:15 lr 0.000034 time 0.4595 (0.8943) loss 1266.5139 (1314.9910) grad_norm 325.3888 (256.8861) embed_mse 1265.4202 (1313.8936) mask_bce 0.2309 (0.2478) mask_dice 0.8628 (0.8496) mem 21940MB +[2025-12-25 05:26:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1230/1573] eta 0:05:07 lr 0.000034 time 0.4210 (0.8963) loss 1269.4387 (1314.9508) grad_norm 223.4563 (256.6676) embed_mse 1268.3633 (1313.8534) mask_bce 0.2381 (0.2477) mask_dice 0.8373 (0.8496) mem 21940MB +[2025-12-25 05:26:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1240/1573] eta 0:04:59 lr 0.000034 time 0.4384 (0.8990) loss 1318.2975 (1314.9530) grad_norm 338.7995 (257.1441) embed_mse 1317.2292 (1313.8557) mask_bce 0.2330 (0.2476) mask_dice 0.8354 (0.8496) mem 21940MB +[2025-12-25 05:26:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1250/1573] eta 0:04:49 lr 0.000033 time 0.4259 (0.8953) loss 1400.6300 (1314.8163) grad_norm 177.6071 (256.6342) embed_mse 1399.5298 (1313.7190) mask_bce 0.2409 (0.2477) mask_dice 0.8593 (0.8496) mem 21940MB +[2025-12-25 05:26:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1260/1573] eta 0:04:41 lr 0.000033 time 0.4552 (0.8996) loss 1273.2928 (1314.7743) grad_norm 220.0943 (256.4015) embed_mse 1272.1700 (1313.6770) mask_bce 0.2823 (0.2477) mask_dice 0.8405 (0.8496) mem 21940MB +[2025-12-25 05:26:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1270/1573] eta 0:04:32 lr 0.000033 time 0.4291 (0.9002) loss 1339.0826 (1314.7900) grad_norm 182.7085 (255.9351) embed_mse 1338.0266 (1313.6928) mask_bce 0.1815 (0.2476) mask_dice 0.8746 (0.8496) mem 21940MB +[2025-12-25 05:27:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1280/1573] eta 0:04:23 lr 0.000033 time 0.4633 (0.8982) loss 1317.6864 (1314.7356) grad_norm 293.3080 (255.9237) embed_mse 1316.6216 (1313.6386) mask_bce 0.2077 (0.2473) mask_dice 0.8570 (0.8497) mem 21940MB +[2025-12-25 05:27:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1290/1573] eta 0:04:13 lr 0.000033 time 0.4224 (0.8970) loss 1304.7231 (1314.5853) grad_norm 259.9248 (255.9486) embed_mse 1303.6283 (1313.4883) mask_bce 0.2549 (0.2473) mask_dice 0.8399 (0.8497) mem 21940MB +[2025-12-25 05:27:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1300/1573] eta 0:04:06 lr 0.000033 time 5.3358 (0.9019) loss 1301.4935 (1314.5999) grad_norm 204.5412 (255.6313) embed_mse 1300.4279 (1313.5030) mask_bce 0.1675 (0.2472) mask_dice 0.8982 (0.8498) mem 21940MB +[2025-12-25 05:27:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1310/1573] eta 0:03:56 lr 0.000033 time 0.4200 (0.8984) loss 1353.3430 (1314.5987) grad_norm 216.1172 (255.3888) embed_mse 1352.2703 (1313.5017) mask_bce 0.2178 (0.2473) mask_dice 0.8550 (0.8497) mem 21940MB +[2025-12-25 05:27:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1320/1573] eta 0:03:48 lr 0.000033 time 5.4328 (0.9030) loss 1268.2244 (1314.6316) grad_norm 278.8936 (255.0727) embed_mse 1267.1174 (1313.5347) mask_bce 0.2720 (0.2472) mask_dice 0.8350 (0.8498) mem 21940MB +[2025-12-25 05:27:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1330/1573] eta 0:03:39 lr 0.000033 time 0.4366 (0.9046) loss 1317.4194 (1314.6408) grad_norm 286.8552 (255.2642) embed_mse 1316.2958 (1313.5437) mask_bce 0.2917 (0.2473) mask_dice 0.8319 (0.8497) mem 21940MB +[2025-12-25 05:28:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1340/1573] eta 0:03:30 lr 0.000033 time 0.4259 (0.9050) loss 1318.8752 (1314.7150) grad_norm 207.0927 (254.9758) embed_mse 1317.7429 (1313.6179) mask_bce 0.3008 (0.2474) mask_dice 0.8315 (0.8497) mem 21940MB +[2025-12-25 05:28:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1350/1573] eta 0:03:21 lr 0.000033 time 0.4461 (0.9017) loss 1273.6118 (1314.6855) grad_norm 320.5957 (255.3663) embed_mse 1272.5436 (1313.5884) mask_bce 0.1983 (0.2474) mask_dice 0.8700 (0.8497) mem 21940MB +[2025-12-25 05:28:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1360/1573] eta 0:03:12 lr 0.000033 time 0.4377 (0.9033) loss 1277.6432 (1314.6845) grad_norm 253.0380 (254.9154) embed_mse 1276.5260 (1313.5875) mask_bce 0.2592 (0.2474) mask_dice 0.8580 (0.8496) mem 21940MB +[2025-12-25 05:28:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1370/1573] eta 0:03:03 lr 0.000033 time 0.4545 (0.9038) loss 1386.0367 (1314.8682) grad_norm 247.6184 (254.8727) embed_mse 1384.9366 (1313.7711) mask_bce 0.2425 (0.2475) mask_dice 0.8577 (0.8496) mem 21940MB +[2025-12-25 05:28:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1380/1573] eta 0:02:54 lr 0.000033 time 0.4452 (0.9035) loss 1291.8479 (1314.9900) grad_norm 252.4391 (254.8585) embed_mse 1290.7750 (1313.8930) mask_bce 0.2260 (0.2475) mask_dice 0.8469 (0.8496) mem 21940MB +[2025-12-25 05:28:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1390/1573] eta 0:02:44 lr 0.000033 time 0.4524 (0.9011) loss 1260.9269 (1315.0449) grad_norm 198.1827 (254.5309) embed_mse 1259.8700 (1313.9479) mask_bce 0.2143 (0.2474) mask_dice 0.8427 (0.8496) mem 21940MB +[2025-12-25 05:28:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1400/1573] eta 0:02:36 lr 0.000033 time 0.4256 (0.9022) loss 1331.4984 (1315.0067) grad_norm 223.2976 (255.3393) embed_mse 1330.4208 (1313.9098) mask_bce 0.2404 (0.2472) mask_dice 0.8371 (0.8496) mem 21940MB +[2025-12-25 05:29:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1410/1573] eta 0:02:27 lr 0.000033 time 0.4253 (0.9023) loss 1282.1875 (1314.8275) grad_norm 219.8170 (255.1374) embed_mse 1281.0959 (1313.7307) mask_bce 0.2318 (0.2472) mask_dice 0.8598 (0.8496) mem 21940MB +[2025-12-25 05:29:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1420/1573] eta 0:02:18 lr 0.000033 time 0.4700 (0.9028) loss 1330.3845 (1314.8868) grad_norm 194.8642 (254.7969) embed_mse 1329.3055 (1313.7900) mask_bce 0.2088 (0.2472) mask_dice 0.8702 (0.8496) mem 21940MB +[2025-12-25 05:29:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1430/1573] eta 0:02:08 lr 0.000033 time 0.4479 (0.9015) loss 1308.4357 (1314.9641) grad_norm 216.3074 (254.5807) embed_mse 1307.3591 (1313.8673) mask_bce 0.2136 (0.2472) mask_dice 0.8629 (0.8496) mem 21940MB +[2025-12-25 05:29:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1440/1573] eta 0:01:59 lr 0.000033 time 0.4750 (0.8995) loss 1323.1711 (1315.1912) grad_norm 195.4016 (254.2882) embed_mse 1322.0850 (1314.0944) mask_bce 0.2258 (0.2471) mask_dice 0.8603 (0.8496) mem 21940MB +[2025-12-25 05:29:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1450/1573] eta 0:01:51 lr 0.000033 time 0.4259 (0.9071) loss 1300.2446 (1315.1938) grad_norm 266.5491 (254.3559) embed_mse 1299.1533 (1314.0970) mask_bce 0.2646 (0.2473) mask_dice 0.8266 (0.8496) mem 21940MB +[2025-12-25 05:29:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1460/1573] eta 0:01:42 lr 0.000033 time 0.4240 (0.9063) loss 1341.5797 (1315.2500) grad_norm 299.9001 (254.6062) embed_mse 1340.4825 (1314.1531) mask_bce 0.2474 (0.2474) mask_dice 0.8497 (0.8495) mem 21940MB +[2025-12-25 05:30:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1470/1573] eta 0:01:33 lr 0.000033 time 0.4210 (0.9055) loss 1343.8542 (1315.1780) grad_norm 222.7637 (254.4322) embed_mse 1342.7792 (1314.0811) mask_bce 0.2357 (0.2473) mask_dice 0.8393 (0.8495) mem 21940MB +[2025-12-25 05:30:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1480/1573] eta 0:01:24 lr 0.000033 time 5.3679 (0.9062) loss 1287.8777 (1315.1023) grad_norm 295.4384 (254.2618) embed_mse 1286.7828 (1314.0055) mask_bce 0.2433 (0.2473) mask_dice 0.8516 (0.8495) mem 21940MB +[2025-12-25 05:30:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1490/1573] eta 0:01:15 lr 0.000033 time 0.4595 (0.9087) loss 1353.3655 (1315.2022) grad_norm 248.3856 (254.2302) embed_mse 1352.2673 (1314.1054) mask_bce 0.2591 (0.2473) mask_dice 0.8391 (0.8495) mem 21940MB +[2025-12-25 05:30:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1500/1573] eta 0:01:06 lr 0.000033 time 0.4416 (0.9066) loss 1344.2794 (1315.1477) grad_norm 192.6797 (253.9010) embed_mse 1343.1681 (1314.0510) mask_bce 0.2784 (0.2473) mask_dice 0.8329 (0.8495) mem 21940MB +[2025-12-25 05:30:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1510/1573] eta 0:00:57 lr 0.000033 time 0.4321 (0.9071) loss 1319.2186 (1315.0961) grad_norm 192.4976 (253.5744) embed_mse 1318.1132 (1313.9994) mask_bce 0.2606 (0.2473) mask_dice 0.8449 (0.8495) mem 21940MB +[2025-12-25 05:31:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1520/1573] eta 0:00:48 lr 0.000033 time 6.0730 (0.9136) loss 1266.1958 (1315.2114) grad_norm 270.8127 (253.3346) embed_mse 1265.0996 (1314.1147) mask_bce 0.2425 (0.2473) mask_dice 0.8536 (0.8495) mem 21940MB +[2025-12-25 05:31:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1530/1573] eta 0:00:39 lr 0.000033 time 0.4260 (0.9132) loss 1269.4890 (1315.1247) grad_norm 316.3242 (253.6644) embed_mse 1268.4072 (1314.0280) mask_bce 0.2078 (0.2473) mask_dice 0.8740 (0.8494) mem 21940MB +[2025-12-25 05:31:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1540/1573] eta 0:00:30 lr 0.000033 time 0.4259 (0.9170) loss 1346.5243 (1315.0630) grad_norm 188.4914 (253.3250) embed_mse 1345.4690 (1313.9663) mask_bce 0.1956 (0.2473) mask_dice 0.8596 (0.8494) mem 21940MB +[2025-12-25 05:31:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1550/1573] eta 0:00:21 lr 0.000033 time 0.4288 (0.9139) loss 1340.8839 (1315.0004) grad_norm 175.5842 (252.9221) embed_mse 1339.7789 (1313.9037) mask_bce 0.2639 (0.2473) mask_dice 0.8411 (0.8494) mem 21940MB +[2025-12-25 05:31:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1560/1573] eta 0:00:11 lr 0.000033 time 3.8820 (0.9153) loss 1275.8884 (1314.9626) grad_norm 182.8861 (252.5494) embed_mse 1274.7836 (1313.8659) mask_bce 0.2608 (0.2473) mask_dice 0.8442 (0.8494) mem 21940MB +[2025-12-25 05:31:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1570/1573] eta 0:00:02 lr 0.000033 time 0.4494 (0.9170) loss 1295.1912 (1314.8318) grad_norm 254.8527 (252.5612) embed_mse 1294.0732 (1313.7350) mask_bce 0.2723 (0.2474) mask_dice 0.8456 (0.8494) mem 21940MB +[2025-12-25 05:31:55 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 11 training takes 0:24:01 +[2025-12-25 05:32:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][0/1573] eta 4:08:45 lr 0.000033 time 9.4883 (9.4883) loss 1293.6016 (1293.6016) grad_norm 0.0000 (0.0000) embed_mse 1292.4891 (1292.4891) mask_bce 0.2807 (0.2807) mask_dice 0.8317 (0.8317) mem 21940MB +[2025-12-25 05:32:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][10/1573] eta 0:32:50 lr 0.000033 time 0.4459 (1.2608) loss 1324.0042 (1314.7311) grad_norm 273.3076 (273.3076) embed_mse 1322.8947 (1313.6319) mask_bce 0.2719 (0.2520) mask_dice 0.8376 (0.8472) mem 21940MB +[2025-12-25 05:32:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][20/1573] eta 0:32:23 lr 0.000033 time 0.4241 (1.2518) loss 1293.0930 (1309.0763) grad_norm 231.9558 (252.6317) embed_mse 1291.9927 (1307.9724) mask_bce 0.2539 (0.2595) mask_dice 0.8464 (0.8444) mem 21940MB +[2025-12-25 05:32:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][30/1573] eta 0:29:05 lr 0.000033 time 2.6126 (1.1313) loss 1372.0378 (1313.9513) grad_norm 257.5280 (254.2638) embed_mse 1370.9575 (1312.8455) mask_bce 0.2212 (0.2576) mask_dice 0.8591 (0.8482) mem 21940MB +[2025-12-25 05:32:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][40/1573] eta 0:25:13 lr 0.000033 time 0.4317 (0.9875) loss 1333.3846 (1313.2987) grad_norm 183.2481 (230.0035) embed_mse 1332.3088 (1312.1903) mask_bce 0.2487 (0.2603) mask_dice 0.8272 (0.8482) mem 21940MB +[2025-12-25 05:32:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][50/1573] eta 0:23:45 lr 0.000033 time 0.4213 (0.9357) loss 1322.5426 (1314.8320) grad_norm 328.6005 (246.4363) embed_mse 1321.4673 (1313.7225) mask_bce 0.2142 (0.2604) mask_dice 0.8611 (0.8491) mem 21940MB +[2025-12-25 05:32:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][60/1573] eta 0:23:01 lr 0.000033 time 0.4276 (0.9131) loss 1369.8983 (1314.1645) grad_norm 324.5724 (257.5986) embed_mse 1368.7001 (1313.0539) mask_bce 0.3417 (0.2622) mask_dice 0.8566 (0.8485) mem 21940MB +[2025-12-25 05:33:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][70/1573] eta 0:23:11 lr 0.000033 time 2.6282 (0.9259) loss 1391.3956 (1314.6659) grad_norm 213.6183 (252.1011) embed_mse 1390.2798 (1313.5566) mask_bce 0.2759 (0.2612) mask_dice 0.8400 (0.8481) mem 21940MB +[2025-12-25 05:33:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][80/1573] eta 0:21:31 lr 0.000033 time 0.4176 (0.8653) loss 1371.9269 (1315.0934) grad_norm 175.9626 (237.3224) embed_mse 1370.8434 (1313.9862) mask_bce 0.2253 (0.2587) mask_dice 0.8582 (0.8485) mem 21940MB +[2025-12-25 05:33:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][90/1573] eta 0:21:41 lr 0.000033 time 0.4292 (0.8777) loss 1300.1946 (1313.7814) grad_norm 222.0348 (235.9326) embed_mse 1299.0752 (1312.6744) mask_bce 0.2999 (0.2588) mask_dice 0.8195 (0.8482) mem 21940MB +[2025-12-25 05:33:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][100/1573] eta 0:22:25 lr 0.000033 time 0.4662 (0.9135) loss 1337.6549 (1313.2724) grad_norm 198.2693 (232.7940) embed_mse 1336.5555 (1312.1662) mask_bce 0.2466 (0.2577) mask_dice 0.8527 (0.8486) mem 21940MB +[2025-12-25 05:33:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][110/1573] eta 0:21:12 lr 0.000033 time 0.4321 (0.8700) loss 1218.0885 (1311.0140) grad_norm 257.8228 (234.7193) embed_mse 1217.0214 (1309.9091) mask_bce 0.2396 (0.2569) mask_dice 0.8275 (0.8480) mem 21940MB +[2025-12-25 05:33:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][120/1573] eta 0:20:27 lr 0.000033 time 0.4190 (0.8450) loss 1428.6083 (1312.8532) grad_norm 270.5378 (237.5657) embed_mse 1427.5092 (1311.7486) mask_bce 0.2635 (0.2566) mask_dice 0.8357 (0.8481) mem 21940MB +[2025-12-25 05:33:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][130/1573] eta 0:20:06 lr 0.000033 time 0.4191 (0.8360) loss 1281.9579 (1313.4107) grad_norm 210.5309 (235.8760) embed_mse 1280.8763 (1312.3068) mask_bce 0.2405 (0.2558) mask_dice 0.8410 (0.8481) mem 21940MB +[2025-12-25 05:33:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][140/1573] eta 0:20:36 lr 0.000033 time 3.9334 (0.8627) loss 1280.6686 (1313.6937) grad_norm 184.5228 (232.8552) embed_mse 1279.5364 (1312.5910) mask_bce 0.3206 (0.2548) mask_dice 0.8115 (0.8479) mem 21940MB +[2025-12-25 05:34:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][150/1573] eta 0:20:32 lr 0.000033 time 0.4199 (0.8658) loss 1309.7755 (1314.0499) grad_norm 157.5428 (228.6712) embed_mse 1308.6908 (1312.9479) mask_bce 0.2394 (0.2538) mask_dice 0.8454 (0.8482) mem 21940MB +[2025-12-25 05:34:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][160/1573] eta 0:20:57 lr 0.000033 time 0.4402 (0.8901) loss 1305.6986 (1315.6147) grad_norm 263.5553 (227.2791) embed_mse 1304.6088 (1314.5134) mask_bce 0.2264 (0.2533) mask_dice 0.8636 (0.8480) mem 21940MB +[2025-12-25 05:34:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][170/1573] eta 0:20:20 lr 0.000033 time 0.4270 (0.8699) loss 1269.5155 (1315.7049) grad_norm 205.0929 (226.2226) embed_mse 1268.4280 (1314.6024) mask_bce 0.2529 (0.2541) mask_dice 0.8346 (0.8484) mem 21940MB +[2025-12-25 05:34:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][180/1573] eta 0:20:00 lr 0.000033 time 0.5300 (0.8620) loss 1324.2740 (1316.6019) grad_norm 235.2070 (226.6310) embed_mse 1323.1624 (1315.4991) mask_bce 0.2563 (0.2545) mask_dice 0.8554 (0.8483) mem 21940MB +[2025-12-25 05:34:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][190/1573] eta 0:20:39 lr 0.000033 time 8.4222 (0.8961) loss 1279.3301 (1316.3785) grad_norm 205.2701 (225.7023) embed_mse 1278.2656 (1315.2757) mask_bce 0.1995 (0.2549) mask_dice 0.8650 (0.8478) mem 21940MB +[2025-12-25 05:34:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][200/1573] eta 0:20:32 lr 0.000033 time 0.4174 (0.8975) loss 1359.3137 (1316.7158) grad_norm 205.3956 (223.0511) embed_mse 1358.0713 (1315.6128) mask_bce 0.3707 (0.2554) mask_dice 0.8717 (0.8477) mem 21940MB +[2025-12-25 05:34:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][210/1573] eta 0:19:52 lr 0.000033 time 0.4186 (0.8749) loss 1221.6902 (1316.3405) grad_norm 275.4590 (225.0668) embed_mse 1220.5918 (1315.2374) mask_bce 0.2598 (0.2556) mask_dice 0.8386 (0.8476) mem 21940MB +[2025-12-25 05:35:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][220/1573] eta 0:19:38 lr 0.000033 time 0.4186 (0.8709) loss 1337.1639 (1316.6513) grad_norm 245.3136 (225.8166) embed_mse 1336.0697 (1315.5486) mask_bce 0.2481 (0.2551) mask_dice 0.8462 (0.8476) mem 21940MB +[2025-12-25 05:35:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][230/1573] eta 0:19:17 lr 0.000033 time 0.4235 (0.8615) loss 1291.0084 (1316.2615) grad_norm 241.2912 (226.3693) embed_mse 1289.9314 (1315.1587) mask_bce 0.2342 (0.2554) mask_dice 0.8427 (0.8474) mem 21940MB +[2025-12-25 05:35:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][240/1573] eta 0:19:20 lr 0.000033 time 0.4393 (0.8707) loss 1306.1064 (1316.1197) grad_norm 229.5823 (226.1612) embed_mse 1305.0156 (1315.0175) mask_bce 0.2577 (0.2548) mask_dice 0.8331 (0.8474) mem 21940MB +[2025-12-25 05:35:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][250/1573] eta 0:19:14 lr 0.000033 time 0.4444 (0.8725) loss 1382.4642 (1315.4006) grad_norm 186.3702 (224.8776) embed_mse 1381.3647 (1314.2971) mask_bce 0.2484 (0.2559) mask_dice 0.8511 (0.8476) mem 21940MB +[2025-12-25 05:35:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][260/1573] eta 0:18:51 lr 0.000033 time 0.4234 (0.8615) loss 1285.0134 (1315.3420) grad_norm 336.4014 (228.3627) embed_mse 1283.9061 (1314.2389) mask_bce 0.2792 (0.2558) mask_dice 0.8281 (0.8474) mem 21940MB +[2025-12-25 05:35:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][270/1573] eta 0:18:31 lr 0.000033 time 0.4191 (0.8533) loss 1234.3616 (1315.1909) grad_norm 203.4754 (227.6086) embed_mse 1233.2750 (1314.0879) mask_bce 0.2329 (0.2560) mask_dice 0.8536 (0.8471) mem 21940MB +[2025-12-25 05:35:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][280/1573] eta 0:18:13 lr 0.000033 time 0.4162 (0.8455) loss 1335.4204 (1315.6540) grad_norm 493.6341 (239.0130) embed_mse 1334.3595 (1314.5516) mask_bce 0.2104 (0.2551) mask_dice 0.8505 (0.8473) mem 21940MB +[2025-12-25 05:36:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][290/1573] eta 0:18:26 lr 0.000033 time 0.4208 (0.8622) loss 1323.6556 (1315.8582) grad_norm 235.5925 (238.9179) embed_mse 1322.5839 (1314.7562) mask_bce 0.2040 (0.2544) mask_dice 0.8676 (0.8476) mem 21940MB +[2025-12-25 05:36:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][300/1573] eta 0:18:09 lr 0.000033 time 0.4198 (0.8557) loss 1336.5658 (1316.2521) grad_norm 197.2520 (237.7918) embed_mse 1335.4916 (1315.1508) mask_bce 0.2154 (0.2536) mask_dice 0.8587 (0.8477) mem 21940MB +[2025-12-25 05:36:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][310/1573] eta 0:17:43 lr 0.000033 time 0.4166 (0.8417) loss 1274.4850 (1315.4368) grad_norm 175.6362 (236.1561) embed_mse 1273.3871 (1314.3356) mask_bce 0.2662 (0.2535) mask_dice 0.8317 (0.8476) mem 21940MB +[2025-12-25 05:36:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][320/1573] eta 0:17:39 lr 0.000032 time 0.4437 (0.8454) loss 1296.4032 (1315.2843) grad_norm 224.5623 (236.8194) embed_mse 1295.3563 (1314.1834) mask_bce 0.1953 (0.2534) mask_dice 0.8516 (0.8475) mem 21940MB +[2025-12-25 05:36:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][330/1573] eta 0:17:51 lr 0.000032 time 0.4183 (0.8617) loss 1333.7083 (1315.3682) grad_norm 235.2720 (236.7817) embed_mse 1332.6216 (1314.2675) mask_bce 0.2246 (0.2532) mask_dice 0.8621 (0.8475) mem 21940MB +[2025-12-25 05:36:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][340/1573] eta 0:17:45 lr 0.000032 time 0.4150 (0.8642) loss 1365.6278 (1315.3034) grad_norm 298.4148 (238.2492) embed_mse 1364.5319 (1314.2028) mask_bce 0.2481 (0.2530) mask_dice 0.8479 (0.8476) mem 21940MB +[2025-12-25 05:36:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][350/1573] eta 0:17:26 lr 0.000032 time 0.4215 (0.8556) loss 1353.5236 (1315.6450) grad_norm 234.0642 (238.1518) embed_mse 1352.4436 (1314.5447) mask_bce 0.2351 (0.2528) mask_dice 0.8449 (0.8476) mem 21940MB +[2025-12-25 05:37:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][360/1573] eta 0:17:20 lr 0.000032 time 0.4151 (0.8575) loss 1321.5541 (1315.5776) grad_norm 200.6811 (235.8272) 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0.8416 (0.8469) mem 21940MB +[2025-12-25 05:37:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][400/1573] eta 0:16:34 lr 0.000032 time 0.4219 (0.8482) loss 1262.1249 (1314.7609) grad_norm 229.5336 (233.9987) embed_mse 1261.0397 (1313.6609) mask_bce 0.2615 (0.2531) mask_dice 0.8237 (0.8470) mem 21940MB +[2025-12-25 05:37:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][410/1573] eta 0:16:14 lr 0.000032 time 0.4259 (0.8380) loss 1326.0979 (1314.6068) grad_norm 220.4888 (233.7338) embed_mse 1325.0073 (1313.5070) mask_bce 0.2428 (0.2529) mask_dice 0.8478 (0.8469) mem 21940MB +[2025-12-25 05:37:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][420/1573] eta 0:16:03 lr 0.000032 time 3.4076 (0.8355) loss 1303.3002 (1314.4919) grad_norm 198.1716 (233.0499) embed_mse 1302.2010 (1313.3924) mask_bce 0.2934 (0.2527) mask_dice 0.8057 (0.8468) mem 21940MB +[2025-12-25 05:37:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][430/1573] eta 0:15:44 lr 0.000032 time 0.4202 (0.8264) loss 1359.5842 (1314.5659) grad_norm 325.5613 (234.7954) embed_mse 1358.4865 (1313.4665) mask_bce 0.2480 (0.2526) mask_dice 0.8498 (0.8468) mem 21940MB +[2025-12-25 05:37:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][440/1573] eta 0:15:36 lr 0.000032 time 0.4280 (0.8261) loss 1341.3163 (1314.6188) grad_norm 143.8897 (232.3336) embed_mse 1340.2294 (1313.5195) mask_bce 0.2355 (0.2525) mask_dice 0.8514 (0.8469) mem 21940MB +[2025-12-25 05:38:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][450/1573] eta 0:15:32 lr 0.000032 time 0.4166 (0.8306) loss 1374.4413 (1314.4366) grad_norm 212.9363 (231.9872) embed_mse 1373.3346 (1313.3371) mask_bce 0.2647 (0.2526) mask_dice 0.8421 (0.8469) mem 21940MB +[2025-12-25 05:38:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][460/1573] eta 0:15:19 lr 0.000032 time 0.4194 (0.8260) loss 1364.9634 (1314.5756) grad_norm 265.7966 (232.5804) embed_mse 1363.8739 (1313.4763) mask_bce 0.2316 (0.2524) mask_dice 0.8579 (0.8469) mem 21940MB +[2025-12-25 05:38:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][470/1573] eta 0:15:17 lr 0.000032 time 0.4213 (0.8319) loss 1254.5211 (1314.6927) grad_norm 283.9221 (233.4656) embed_mse 1253.4299 (1313.5931) mask_bce 0.2368 (0.2527) mask_dice 0.8543 (0.8469) mem 21940MB +[2025-12-25 05:38:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][480/1573] eta 0:15:16 lr 0.000032 time 0.4503 (0.8389) loss 1291.7260 (1314.5603) grad_norm 188.7747 (236.0977) embed_mse 1290.6453 (1313.4609) mask_bce 0.2396 (0.2525) mask_dice 0.8411 (0.8469) mem 21940MB +[2025-12-25 05:38:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][490/1573] eta 0:15:01 lr 0.000032 time 0.4362 (0.8327) loss 1297.9158 (1314.5341) grad_norm 162.3768 (234.8891) embed_mse 1296.8193 (1313.4349) mask_bce 0.2460 (0.2525) mask_dice 0.8505 (0.8467) mem 21940MB +[2025-12-25 05:38:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][500/1573] eta 0:14:55 lr 0.000032 time 0.4190 (0.8343) loss 1315.6293 (1314.7044) grad_norm 379.5929 (237.2230) embed_mse 1314.5264 (1313.6048) mask_bce 0.2641 (0.2527) mask_dice 0.8387 (0.8468) mem 21940MB +[2025-12-25 05:39:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][510/1573] eta 0:15:00 lr 0.000032 time 8.6148 (0.8476) loss 1270.2867 (1314.5069) grad_norm 222.8246 (236.9945) embed_mse 1269.2117 (1313.4075) mask_bce 0.2082 (0.2525) mask_dice 0.8668 (0.8469) mem 21940MB +[2025-12-25 05:39:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][520/1573] eta 0:14:43 lr 0.000032 time 0.4202 (0.8395) loss 1326.3003 (1314.0817) grad_norm 185.2521 (235.6821) embed_mse 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(0.8469) mem 21940MB +[2025-12-25 05:39:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][560/1573] eta 0:14:06 lr 0.000032 time 1.4577 (0.8353) loss 1315.1569 (1314.0910) grad_norm 278.4198 (237.1864) embed_mse 1314.0487 (1312.9916) mask_bce 0.2706 (0.2524) mask_dice 0.8376 (0.8470) mem 21940MB +[2025-12-25 05:39:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][570/1573] eta 0:14:06 lr 0.000032 time 2.2580 (0.8435) loss 1359.7411 (1314.1624) grad_norm 325.5311 (238.4307) embed_mse 1358.6569 (1313.0632) mask_bce 0.2233 (0.2521) mask_dice 0.8609 (0.8472) mem 21940MB +[2025-12-25 05:40:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][580/1573] eta 0:14:02 lr 0.000032 time 0.4548 (0.8482) loss 1254.4200 (1314.1481) grad_norm 179.6286 (237.6140) embed_mse 1253.3210 (1313.0491) mask_bce 0.2573 (0.2518) mask_dice 0.8417 (0.8472) mem 21940MB +[2025-12-25 05:40:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][590/1573] eta 0:13:52 lr 0.000032 time 0.4204 (0.8466) loss 1333.8987 (1314.2184) grad_norm 272.5145 (238.0921) embed_mse 1332.7892 (1313.1195) mask_bce 0.2506 (0.2518) mask_dice 0.8589 (0.8472) mem 21940MB +[2025-12-25 05:40:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][600/1573] eta 0:13:36 lr 0.000032 time 0.4181 (0.8395) loss 1361.9705 (1314.3848) grad_norm 205.3022 (237.1111) embed_mse 1360.8949 (1313.2861) mask_bce 0.2229 (0.2517) mask_dice 0.8526 (0.8471) mem 21940MB +[2025-12-25 05:40:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][610/1573] eta 0:13:33 lr 0.000032 time 0.4205 (0.8448) loss 1250.7386 (1313.8509) grad_norm 212.5387 (236.7878) embed_mse 1249.6699 (1312.7518) mask_bce 0.2182 (0.2522) mask_dice 0.8506 (0.8469) mem 21940MB +[2025-12-25 05:40:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][620/1573] eta 0:13:21 lr 0.000032 time 0.4215 (0.8406) loss 1281.8802 (1313.9990) grad_norm 329.9042 (237.9971) embed_mse 1280.8079 (1312.8999) mask_bce 0.2186 (0.2524) mask_dice 0.8538 (0.8468) mem 21940MB +[2025-12-25 05:40:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][630/1573] eta 0:13:12 lr 0.000032 time 0.4183 (0.8407) loss 1348.0251 (1314.0425) grad_norm 179.3187 (237.2448) embed_mse 1346.9078 (1312.9435) mask_bce 0.2847 (0.2522) mask_dice 0.8327 (0.8469) mem 21940MB +[2025-12-25 05:41:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][640/1573] eta 0:13:17 lr 0.000032 time 0.4632 (0.8550) loss 1288.9811 (1313.7824) grad_norm 353.2982 (238.0189) embed_mse 1287.8978 (1312.6835) mask_bce 0.2195 (0.2520) mask_dice 0.8637 (0.8470) mem 21940MB +[2025-12-25 05:41:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][650/1573] eta 0:13:09 lr 0.000032 time 0.4202 (0.8550) loss 1316.9069 (1313.9515) grad_norm 174.8417 (237.2390) embed_mse 1315.7922 (1312.8526) mask_bce 0.2801 (0.2519) mask_dice 0.8344 (0.8470) mem 21940MB +[2025-12-25 05:41:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][660/1573] eta 0:13:04 lr 0.000032 time 0.4171 (0.8595) loss 1272.4895 (1313.8463) grad_norm 265.9070 (237.5885) embed_mse 1271.4205 (1312.7473) mask_bce 0.1995 (0.2519) mask_dice 0.8695 (0.8470) mem 21940MB +[2025-12-25 05:41:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][670/1573] eta 0:12:55 lr 0.000032 time 0.4170 (0.8587) loss 1335.9670 (1313.6622) grad_norm 226.0109 (237.4491) embed_mse 1334.8345 (1312.5632) mask_bce 0.2848 (0.2520) mask_dice 0.8478 (0.8470) mem 21940MB +[2025-12-25 05:41:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][680/1573] eta 0:12:44 lr 0.000032 time 2.3218 (0.8563) loss 1260.0272 (1313.5729) grad_norm 223.5399 (237.9478) embed_mse 1258.9558 (1312.4739) mask_bce 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INFO Train: [12/30][750/1573] eta 0:11:45 lr 0.000032 time 0.4208 (0.8576) loss 1260.2247 (1313.6526) grad_norm 288.1754 (242.9561) embed_mse 1259.1329 (1312.5544) mask_bce 0.2523 (0.2511) mask_dice 0.8395 (0.8472) mem 21940MB +[2025-12-25 05:42:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][760/1573] eta 0:11:35 lr 0.000032 time 0.4178 (0.8550) loss 1221.5521 (1313.4510) grad_norm 191.5566 (243.6598) embed_mse 1220.4811 (1312.3529) mask_bce 0.1963 (0.2508) mask_dice 0.8747 (0.8473) mem 21940MB +[2025-12-25 05:42:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][770/1573] eta 0:11:23 lr 0.000032 time 0.4217 (0.8516) loss 1336.9447 (1313.2845) grad_norm 243.1993 (243.6550) embed_mse 1335.8226 (1312.1864) mask_bce 0.2858 (0.2508) mask_dice 0.8363 (0.8473) mem 21940MB +[2025-12-25 05:42:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][780/1573] eta 0:11:13 lr 0.000032 time 0.4213 (0.8498) loss 1299.2272 (1313.2945) grad_norm 254.9298 (243.7712) embed_mse 1298.1387 (1312.1966) mask_bce 0.2286 (0.2505) mask_dice 0.8599 (0.8474) mem 21940MB +[2025-12-25 05:43:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][790/1573] eta 0:11:07 lr 0.000032 time 6.3298 (0.8531) loss 1346.4292 (1313.1315) grad_norm 286.8661 (244.2110) embed_mse 1345.3247 (1312.0337) mask_bce 0.2461 (0.2503) mask_dice 0.8584 (0.8475) mem 21940MB +[2025-12-25 05:43:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][800/1573] eta 0:11:03 lr 0.000032 time 0.4158 (0.8582) loss 1324.9479 (1313.1185) grad_norm 176.3477 (243.7047) embed_mse 1323.8823 (1312.0208) mask_bce 0.1993 (0.2500) mask_dice 0.8662 (0.8476) mem 21940MB +[2025-12-25 05:43:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][810/1573] eta 0:10:54 lr 0.000032 time 0.4166 (0.8581) loss 1361.8152 (1313.2130) grad_norm 534.6490 (246.5853) 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0.8433 (0.8474) mem 21940MB +[2025-12-25 05:44:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][850/1573] eta 0:10:20 lr 0.000032 time 0.4231 (0.8576) loss 1350.5625 (1313.3038) grad_norm 199.0877 (244.0741) embed_mse 1349.4650 (1312.2063) mask_bce 0.2557 (0.2501) mask_dice 0.8419 (0.8474) mem 21940MB +[2025-12-25 05:44:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][860/1573] eta 0:10:07 lr 0.000032 time 0.4187 (0.8525) loss 1265.5713 (1313.2894) grad_norm 204.8497 (243.7076) embed_mse 1264.4760 (1312.1919) mask_bce 0.2365 (0.2501) mask_dice 0.8589 (0.8474) mem 21940MB +[2025-12-25 05:44:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][870/1573] eta 0:10:01 lr 0.000032 time 4.1393 (0.8560) loss 1305.3058 (1313.2161) grad_norm 232.3365 (243.6023) embed_mse 1304.2291 (1312.1186) mask_bce 0.1995 (0.2500) mask_dice 0.8772 (0.8475) mem 21940MB +[2025-12-25 05:44:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][880/1573] eta 0:09:54 lr 0.000032 time 0.4834 (0.8579) loss 1315.1187 (1313.2693) grad_norm 229.9452 (243.8454) embed_mse 1314.0156 (1312.1718) mask_bce 0.2556 (0.2499) mask_dice 0.8474 (0.8475) mem 21940MB +[2025-12-25 05:44:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][890/1573] eta 0:09:44 lr 0.000032 time 0.4211 (0.8559) loss 1280.5804 (1313.1707) grad_norm 204.4539 (243.4906) embed_mse 1279.4590 (1312.0733) mask_bce 0.2841 (0.2498) mask_dice 0.8373 (0.8475) mem 21940MB +[2025-12-25 05:44:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][900/1573] eta 0:09:35 lr 0.000032 time 0.4186 (0.8545) loss 1354.5597 (1313.0857) grad_norm 251.8750 (243.5654) embed_mse 1353.4330 (1311.9885) mask_bce 0.2609 (0.2497) mask_dice 0.8658 (0.8475) mem 21940MB +[2025-12-25 05:44:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO 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loss 1278.3959 (1313.2959) grad_norm 212.3935 (242.3418) embed_mse 1277.2997 (1312.1988) mask_bce 0.2549 (0.2496) mask_dice 0.8413 (0.8476) mem 21940MB +[2025-12-25 05:45:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][950/1573] eta 0:08:54 lr 0.000031 time 1.5919 (0.8587) loss 1355.9844 (1313.1372) grad_norm 394.1981 (243.6287) embed_mse 1354.9109 (1312.0400) mask_bce 0.2211 (0.2495) mask_dice 0.8524 (0.8476) mem 21940MB +[2025-12-25 05:45:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][960/1573] eta 0:08:46 lr 0.000031 time 0.4235 (0.8596) loss 1447.5739 (1313.4974) grad_norm 192.0763 (243.3676) embed_mse 1446.4889 (1312.4002) mask_bce 0.2134 (0.2495) mask_dice 0.8715 (0.8477) mem 21940MB +[2025-12-25 05:45:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][970/1573] eta 0:08:39 lr 0.000031 time 0.4214 (0.8608) loss 1358.2164 (1313.4907) grad_norm 217.8689 (243.1569) embed_mse 1357.1445 (1312.3936) mask_bce 0.2074 (0.2495) mask_dice 0.8645 (0.8476) mem 21940MB +[2025-12-25 05:45:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][980/1573] eta 0:08:28 lr 0.000031 time 0.4172 (0.8574) loss 1224.2312 (1313.3144) grad_norm inf (inf) embed_mse 1223.1431 (1312.2172) mask_bce 0.2587 (0.2495) mask_dice 0.8295 (0.8477) mem 21940MB +[2025-12-25 05:46:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][990/1573] eta 0:08:20 lr 0.000031 time 0.8317 (0.8584) loss 1278.0630 (1313.1115) grad_norm 179.8022 (inf) embed_mse 1276.9572 (1312.0144) mask_bce 0.2562 (0.2494) mask_dice 0.8496 (0.8476) mem 21940MB +[2025-12-25 05:46:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1000/1573] eta 0:08:11 lr 0.000031 time 0.4244 (0.8583) loss 1279.4318 (1312.9993) grad_norm 235.7722 (inf) embed_mse 1278.3236 (1311.9023) mask_bce 0.2648 (0.2495) mask_dice 0.8434 (0.8475) mem 21940MB +[2025-12-25 05:46:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1010/1573] eta 0:08:02 lr 0.000031 time 0.4173 (0.8567) loss 1316.1438 (1312.9698) grad_norm 302.9817 (inf) embed_mse 1315.0455 (1311.8726) mask_bce 0.2501 (0.2496) mask_dice 0.8482 (0.8476) mem 21940MB +[2025-12-25 05:46:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1020/1573] eta 0:07:54 lr 0.000031 time 0.4382 (0.8588) loss 1321.1378 (1313.0009) grad_norm 200.1060 (inf) embed_mse 1320.0530 (1311.9038) mask_bce 0.2436 (0.2495) mask_dice 0.8413 (0.8476) mem 21940MB +[2025-12-25 05:46:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1030/1573] eta 0:07:49 lr 0.000031 time 0.4182 (0.8647) loss 1295.8506 (1313.0204) grad_norm 229.5455 (inf) embed_mse 1294.7496 (1311.9234) mask_bce 0.2469 (0.2495) mask_dice 0.8540 (0.8476) mem 21940MB +[2025-12-25 05:46:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1040/1573] eta 0:07:40 lr 0.000031 time 0.4471 (0.8640) loss 1345.9019 (1313.0990) grad_norm 192.5580 (inf) embed_mse 1344.8074 (1312.0021) mask_bce 0.2458 (0.2494) mask_dice 0.8486 (0.8476) mem 21940MB +[2025-12-25 05:47:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1050/1573] eta 0:07:34 lr 0.000031 time 0.4281 (0.8684) loss 1294.0654 (1312.9652) grad_norm 218.7075 (inf) embed_mse 1292.9880 (1311.8683) mask_bce 0.2327 (0.2494) mask_dice 0.8447 (0.8475) mem 21940MB +[2025-12-25 05:47:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1060/1573] eta 0:07:26 lr 0.000031 time 0.4204 (0.8696) loss 1256.1329 (1312.8013) grad_norm 252.2260 (inf) embed_mse 1255.0486 (1311.7044) mask_bce 0.2173 (0.2494) mask_dice 0.8671 (0.8475) mem 21940MB +[2025-12-25 05:47:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1070/1573] eta 0:07:20 lr 0.000031 time 10.4531 (0.8766) loss 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mask_bce 0.1960 (0.2497) mask_dice 0.8691 (0.8474) mem 21940MB +[2025-12-25 05:48:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1110/1573] eta 0:06:45 lr 0.000031 time 0.4218 (0.8760) loss 1297.1246 (1312.7577) grad_norm 184.3908 (inf) embed_mse 1296.0458 (1311.6608) mask_bce 0.2155 (0.2494) mask_dice 0.8632 (0.8475) mem 21940MB +[2025-12-25 05:48:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1120/1573] eta 0:06:36 lr 0.000031 time 0.4209 (0.8746) loss 1278.6752 (1312.5726) grad_norm 223.1063 (inf) embed_mse 1277.5977 (1311.4758) mask_bce 0.2231 (0.2493) mask_dice 0.8543 (0.8475) mem 21940MB +[2025-12-25 05:48:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1130/1573] eta 0:06:26 lr 0.000031 time 0.4157 (0.8733) loss 1317.4183 (1312.5372) grad_norm 181.6855 (inf) embed_mse 1316.3428 (1311.4403) mask_bce 0.2079 (0.2494) mask_dice 0.8677 (0.8475) mem 21940MB +[2025-12-25 05:48:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1140/1573] eta 0:06:17 lr 0.000031 time 0.4191 (0.8727) loss 1321.0411 (1312.4686) grad_norm 189.2276 (inf) embed_mse 1319.8947 (1311.3717) mask_bce 0.2773 (0.2495) mask_dice 0.8691 (0.8475) mem 21940MB +[2025-12-25 05:48:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1150/1573] eta 0:06:09 lr 0.000031 time 0.4186 (0.8728) loss 1334.3301 (1312.5726) grad_norm 407.5347 (inf) embed_mse 1333.2368 (1311.4757) mask_bce 0.2520 (0.2494) mask_dice 0.8413 (0.8475) mem 21940MB +[2025-12-25 05:48:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1160/1573] eta 0:06:02 lr 0.000031 time 6.7220 (0.8777) loss 1268.1405 (1312.6456) grad_norm 228.9480 (inf) embed_mse 1267.0636 (1311.5487) mask_bce 0.2170 (0.2493) mask_dice 0.8599 (0.8475) mem 21940MB +[2025-12-25 05:49:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: 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(1312.4119) grad_norm 197.0591 (inf) embed_mse 1317.8584 (1311.3149) mask_bce 0.2174 (0.2493) mask_dice 0.8499 (0.8477) mem 21940MB +[2025-12-25 05:49:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1210/1573] eta 0:05:19 lr 0.000031 time 0.4457 (0.8810) loss 1332.5728 (1312.5055) grad_norm 180.1478 (inf) embed_mse 1331.4893 (1311.4084) mask_bce 0.2263 (0.2494) mask_dice 0.8572 (0.8477) mem 21940MB +[2025-12-25 05:49:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1220/1573] eta 0:05:09 lr 0.000031 time 0.4235 (0.8773) loss 1327.3414 (1312.3883) grad_norm 187.7621 (inf) embed_mse 1326.2273 (1311.2911) mask_bce 0.2746 (0.2494) mask_dice 0.8396 (0.8477) mem 21940MB +[2025-12-25 05:49:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1230/1573] eta 0:05:01 lr 0.000031 time 0.4142 (0.8803) loss 1320.7748 (1312.3867) grad_norm 164.0696 (inf) embed_mse 1319.6965 (1311.2896) mask_bce 0.2426 (0.2495) mask_dice 0.8357 (0.8476) mem 21940MB +[2025-12-25 05:50:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1240/1573] eta 0:04:53 lr 0.000031 time 0.4180 (0.8805) loss 1305.8243 (1312.3697) grad_norm 198.7397 (inf) embed_mse 1304.7312 (1311.2725) mask_bce 0.2429 (0.2495) mask_dice 0.8504 (0.8477) mem 21940MB +[2025-12-25 05:50:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1250/1573] eta 0:04:44 lr 0.000031 time 0.4215 (0.8809) loss 1247.7275 (1312.2570) grad_norm 367.8521 (inf) embed_mse 1246.5978 (1311.1598) mask_bce 0.2887 (0.2495) mask_dice 0.8411 (0.8476) mem 21940MB +[2025-12-25 05:50:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1260/1573] eta 0:04:38 lr 0.000031 time 0.4198 (0.8893) loss 1314.9586 (1312.4295) grad_norm 273.9337 (inf) embed_mse 1313.8544 (1311.3323) mask_bce 0.2751 (0.2496) mask_dice 0.8291 (0.8477) mem 21940MB +[2025-12-25 05:50:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1270/1573] eta 0:04:29 lr 0.000031 time 0.4289 (0.8884) loss 1349.3455 (1312.6953) grad_norm 220.8026 (inf) embed_mse 1348.2443 (1311.5978) mask_bce 0.2657 (0.2498) mask_dice 0.8355 (0.8477) mem 21940MB +[2025-12-25 05:50:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1280/1573] eta 0:04:20 lr 0.000031 time 0.4329 (0.8908) loss 1330.5458 (1312.6933) grad_norm 192.4834 (inf) embed_mse 1329.4357 (1311.5958) mask_bce 0.2517 (0.2498) mask_dice 0.8584 (0.8477) mem 21940MB +[2025-12-25 05:51:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1290/1573] eta 0:04:11 lr 0.000031 time 0.4422 (0.8900) loss 1290.0869 (1312.7069) grad_norm 365.7657 (inf) embed_mse 1288.9954 (1311.6093) mask_bce 0.2465 (0.2499) mask_dice 0.8451 (0.8477) mem 21940MB +[2025-12-25 05:51:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1300/1573] eta 0:04:03 lr 0.000031 time 5.4458 (0.8903) loss 1322.2601 (1312.9121) grad_norm 214.4388 (inf) embed_mse 1321.1687 (1311.8145) mask_bce 0.2496 (0.2499) mask_dice 0.8419 (0.8477) mem 21940MB +[2025-12-25 05:51:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1310/1573] eta 0:03:54 lr 0.000031 time 0.4195 (0.8916) loss 1323.0078 (1313.0737) grad_norm 210.3893 (inf) embed_mse 1321.9404 (1311.9760) mask_bce 0.2024 (0.2500) mask_dice 0.8650 (0.8477) mem 21940MB +[2025-12-25 05:51:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1320/1573] eta 0:03:45 lr 0.000031 time 0.4199 (0.8914) loss 1267.4354 (1312.9982) grad_norm 166.7409 (inf) embed_mse 1266.3079 (1311.9005) mask_bce 0.3072 (0.2501) mask_dice 0.8204 (0.8477) mem 21940MB +[2025-12-25 05:51:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1330/1573] eta 0:03:36 lr 0.000031 time 0.4308 (0.8925) loss 1276.9943 (1313.0451) grad_norm 176.2087 (inf) embed_mse 1275.8781 (1311.9473) mask_bce 0.2734 (0.2502) mask_dice 0.8429 (0.8477) mem 21940MB +[2025-12-25 05:51:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1340/1573] eta 0:03:28 lr 0.000031 time 0.4192 (0.8955) loss 1311.5947 (1313.0910) grad_norm 185.1172 (inf) embed_mse 1310.5116 (1311.9932) mask_bce 0.2470 (0.2500) mask_dice 0.8360 (0.8478) mem 21940MB +[2025-12-25 05:52:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1350/1573] eta 0:03:18 lr 0.000031 time 0.4165 (0.8920) loss 1258.8973 (1313.0242) grad_norm 252.4766 (inf) embed_mse 1257.8253 (1311.9264) mask_bce 0.2269 (0.2500) mask_dice 0.8450 (0.8477) mem 21940MB +[2025-12-25 05:52:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1360/1573] eta 0:03:10 lr 0.000031 time 0.4176 (0.8937) loss 1365.9677 (1312.9703) grad_norm 183.5965 (inf) embed_mse 1364.8502 (1311.8725) mask_bce 0.2874 (0.2500) mask_dice 0.8301 (0.8477) mem 21940MB +[2025-12-25 05:52:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1370/1573] eta 0:03:00 lr 0.000031 time 0.4163 (0.8902) loss 1393.8762 (1312.9984) grad_norm 322.3626 (inf) embed_mse 1392.7612 (1311.9007) mask_bce 0.2525 (0.2499) mask_dice 0.8625 (0.8478) mem 21940MB +[2025-12-25 05:52:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1380/1573] eta 0:02:52 lr 0.000031 time 0.4382 (0.8938) loss 1234.2354 (1313.0251) grad_norm 346.0137 (inf) embed_mse 1233.1288 (1311.9274) mask_bce 0.2803 (0.2499) mask_dice 0.8263 (0.8478) mem 21940MB +[2025-12-25 05:52:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1390/1573] eta 0:02:43 lr 0.000031 time 0.4288 (0.8940) loss 1291.4723 (1313.0082) grad_norm 316.9353 (inf) embed_mse 1290.3691 (1311.9105) mask_bce 0.2613 (0.2500) mask_dice 0.8419 (0.8478) mem 21940MB +[2025-12-25 05:52:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1400/1573] eta 0:02:35 lr 0.000031 time 5.6866 (0.8971) loss 1339.8043 (1312.9555) grad_norm 174.9519 (inf) embed_mse 1338.7200 (1311.8578) mask_bce 0.2307 (0.2500) mask_dice 0.8537 (0.8478) mem 21940MB +[2025-12-25 05:53:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1410/1573] eta 0:02:26 lr 0.000031 time 5.1576 (0.8979) loss 1334.7158 (1313.0282) grad_norm 198.6019 (inf) embed_mse 1333.6259 (1311.9304) mask_bce 0.2442 (0.2500) mask_dice 0.8458 (0.8478) mem 21940MB +[2025-12-25 05:53:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1420/1573] eta 0:02:17 lr 0.000031 time 1.0393 (0.9005) loss 1304.9731 (1313.0827) grad_norm 258.2137 (inf) embed_mse 1303.8018 (1311.9848) mask_bce 0.2826 (0.2500) mask_dice 0.8887 (0.8478) mem 21940MB +[2025-12-25 05:53:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1430/1573] eta 0:02:08 lr 0.000031 time 0.4149 (0.8991) loss 1327.0769 (1313.0468) grad_norm 145.6009 (inf) embed_mse 1326.0164 (1311.9490) mask_bce 0.1887 (0.2499) mask_dice 0.8718 (0.8479) mem 21940MB +[2025-12-25 05:53:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1440/1573] eta 0:01:59 lr 0.000031 time 0.4142 (0.8989) loss 1343.0824 (1313.1296) grad_norm 379.4666 (inf) embed_mse 1341.9990 (1312.0318) mask_bce 0.2386 (0.2500) mask_dice 0.8449 (0.8478) mem 21940MB +[2025-12-25 05:53:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1450/1573] eta 0:01:50 lr 0.000031 time 0.4481 (0.9002) loss 1316.3959 (1313.1048) grad_norm 276.5773 (inf) embed_mse 1315.3025 (1312.0070) mask_bce 0.2264 (0.2500) mask_dice 0.8670 (0.8478) mem 21940MB +[2025-12-25 05:53:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1460/1573] eta 0:01:41 lr 0.000031 time 2.8925 (0.8987) loss 1334.2428 (1313.0568) grad_norm 211.6655 (inf) embed_mse 1333.1730 (1311.9590) mask_bce 0.2299 (0.2500) mask_dice 0.8399 (0.8478) mem 21940MB +[2025-12-25 05:54:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1470/1573] eta 0:01:33 lr 0.000031 time 0.4432 (0.9045) loss 1312.5319 (1313.0109) grad_norm 209.7639 (inf) embed_mse 1311.4279 (1311.9132) mask_bce 0.2710 (0.2500) mask_dice 0.8330 (0.8478) mem 21940MB +[2025-12-25 05:54:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1480/1573] eta 0:01:24 lr 0.000031 time 0.4275 (0.9049) loss 1291.1389 (1313.0893) grad_norm 263.3113 (inf) embed_mse 1290.0430 (1311.9916) mask_bce 0.2504 (0.2500) mask_dice 0.8456 (0.8478) mem 21940MB +[2025-12-25 05:54:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1490/1573] eta 0:01:15 lr 0.000031 time 0.4501 (0.9041) loss 1318.1405 (1312.9340) grad_norm 388.0167 (inf) embed_mse 1317.0698 (1311.8364) mask_bce 0.1996 (0.2499) mask_dice 0.8711 (0.8478) mem 21940MB +[2025-12-25 05:54:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1500/1573] eta 0:01:05 lr 0.000031 time 0.4258 (0.9031) loss 1285.1025 (1313.0455) grad_norm 393.8354 (inf) embed_mse 1283.9977 (1311.9478) mask_bce 0.2822 (0.2500) mask_dice 0.8227 (0.8478) mem 21940MB +[2025-12-25 05:54:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1510/1573] eta 0:00:56 lr 0.000031 time 0.4143 (0.9014) loss 1346.6335 (1313.0134) grad_norm 232.2794 (inf) embed_mse 1345.5521 (1311.9156) mask_bce 0.2311 (0.2500) mask_dice 0.8503 (0.8478) mem 21940MB +[2025-12-25 05:54:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1520/1573] eta 0:00:47 lr 0.000031 time 0.4324 (0.9046) loss 1385.0449 (1312.9686) grad_norm 399.2920 (inf) embed_mse 1383.9640 (1311.8708) mask_bce 0.2524 (0.2500) mask_dice 0.8285 (0.8478) mem 21940MB +[2025-12-25 05:55:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1530/1573] eta 0:00:39 lr 0.000031 time 0.4303 (0.9070) loss 1265.6290 (1312.9809) grad_norm 424.2200 (inf) embed_mse 1264.5620 (1311.8833) mask_bce 0.2261 (0.2499) mask_dice 0.8408 (0.8478) mem 21940MB +[2025-12-25 05:55:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1540/1573] eta 0:00:29 lr 0.000031 time 0.4178 (0.9045) loss 1259.5253 (1312.9627) grad_norm 423.4065 (inf) embed_mse 1258.4539 (1311.8651) mask_bce 0.2042 (0.2499) mask_dice 0.8672 (0.8477) mem 21940MB +[2025-12-25 05:55:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1550/1573] eta 0:00:20 lr 0.000031 time 0.4125 (0.9057) loss 1362.5983 (1313.0678) grad_norm 435.2233 (inf) embed_mse 1361.4944 (1311.9701) mask_bce 0.2645 (0.2500) mask_dice 0.8393 (0.8477) mem 21940MB +[2025-12-25 05:55:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1560/1573] eta 0:00:11 lr 0.000031 time 0.4280 (0.9057) loss 1297.0897 (1313.0591) grad_norm 281.5062 (inf) embed_mse 1296.0050 (1311.9614) mask_bce 0.2203 (0.2500) mask_dice 0.8644 (0.8477) mem 21940MB +[2025-12-25 05:55:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1570/1573] eta 0:00:02 lr 0.000031 time 0.4180 (0.9056) loss 1364.7006 (1313.0248) grad_norm 171.1287 (inf) embed_mse 1363.5946 (1311.9271) mask_bce 0.2556 (0.2500) mask_dice 0.8504 (0.8477) mem 21940MB +[2025-12-25 05:55:38 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 12 training takes 0:23:43 +[2025-12-25 05:55:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][0/1573] eta 2:42:06 lr 0.000031 time 6.1835 (6.1835) loss 1290.1188 (1290.1188) grad_norm 0.0000 (0.0000) embed_mse 1288.9960 (1288.9960) mask_bce 0.3032 (0.3032) mask_dice 0.8196 (0.8196) mem 21940MB +[2025-12-25 05:55:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][10/1573] eta 0:41:27 lr 0.000030 time 0.4254 (1.5912) loss 1295.8230 (1295.4726) grad_norm 387.3817 (387.3817) embed_mse 1294.7141 (1294.3774) mask_bce 0.2803 (0.2473) mask_dice 0.8286 (0.8479) mem 21940MB +[2025-12-25 05:56:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][20/1573] eta 0:33:36 lr 0.000030 time 0.4250 (1.2982) loss 1312.7888 (1300.3710) grad_norm 285.1504 (336.2661) embed_mse 1311.7302 (1299.2774) mask_bce 0.1809 (0.2432) mask_dice 0.8777 (0.8504) mem 21940MB +[2025-12-25 05:56:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][30/1573] eta 0:26:56 lr 0.000030 time 0.4297 (1.0477) loss 1304.5581 (1311.8209) grad_norm 437.4521 (369.9947) embed_mse 1303.4807 (1310.7289) mask_bce 0.2359 (0.2420) mask_dice 0.8416 (0.8500) mem 21940MB +[2025-12-25 05:56:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][40/1573] eta 0:27:59 lr 0.000030 time 0.4867 (1.0954) loss 1234.3203 (1309.1577) grad_norm 232.7187 (328.6433) embed_mse 1233.2107 (1308.0632) mask_bce 0.2682 (0.2442) mask_dice 0.8415 (0.8503) mem 21940MB +[2025-12-25 05:56:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][50/1573] eta 0:25:07 lr 0.000030 time 0.4309 (0.9901) loss 1297.1254 (1313.3919) grad_norm 189.7382 (305.4924) embed_mse 1296.0651 (1312.2940) mask_bce 0.2050 (0.2470) mask_dice 0.8553 (0.8508) mem 21940MB +[2025-12-25 05:56:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][60/1573] eta 0:24:23 lr 0.000030 time 0.4220 (0.9671) loss 1298.3107 (1312.7304) grad_norm 134.2634 (281.0312) embed_mse 1297.2305 (1311.6317) mask_bce 0.2006 (0.2463) mask_dice 0.8796 (0.8524) mem 21940MB +[2025-12-25 05:56:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][70/1573] eta 0:25:43 lr 0.000030 time 0.4230 (1.0267) loss 1352.5481 (1311.9998) grad_norm 223.1399 (273.7947) embed_mse 1351.4531 (1310.9018) mask_bce 0.2275 (0.2456) mask_dice 0.8675 (0.8524) mem 21940MB +[2025-12-25 05:56:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][80/1573] eta 0:24:12 lr 0.000030 time 0.4206 (0.9730) loss 1313.9298 (1310.6423) grad_norm 281.1998 (268.4881) embed_mse 1312.8478 (1309.5446) mask_bce 0.2207 (0.2452) mask_dice 0.8613 (0.8526) mem 21940MB +[2025-12-25 05:57:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][90/1573] eta 0:23:47 lr 0.000030 time 1.6201 (0.9627) loss 1327.8013 (1312.3034) grad_norm 173.5742 (259.8596) embed_mse 1326.7275 (1311.2039) mask_bce 0.2281 (0.2474) mask_dice 0.8455 (0.8521) mem 21940MB +[2025-12-25 05:57:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][100/1573] eta 0:23:12 lr 0.000030 time 0.4367 (0.9456) loss 1287.0007 (1313.9263) grad_norm 231.1980 (257.4711) embed_mse 1285.9377 (1312.8278) mask_bce 0.2099 (0.2462) mask_dice 0.8531 (0.8523) mem 21940MB +[2025-12-25 05:57:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][110/1573] eta 0:22:48 lr 0.000030 time 0.4225 (0.9353) loss 1284.4008 (1313.4589) grad_norm 358.5735 (265.2482) embed_mse 1283.2794 (1312.3571) mask_bce 0.2505 (0.2490) mask_dice 0.8708 (0.8528) mem 21940MB +[2025-12-25 05:57:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][120/1573] eta 0:22:22 lr 0.000030 time 0.4189 (0.9238) loss 1286.5765 (1313.4882) grad_norm 399.5854 (285.7211) embed_mse 1285.4896 (1312.3873) mask_bce 0.2447 (0.2482) mask_dice 0.8423 (0.8527) mem 21940MB +[2025-12-25 05:57:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][130/1573] eta 0:21:55 lr 0.000030 time 0.4530 (0.9117) loss 1345.1700 (1313.8882) grad_norm 343.2881 (289.3190) embed_mse 1344.1041 (1312.7868) mask_bce 0.2144 (0.2492) mask_dice 0.8515 (0.8522) mem 21940MB +[2025-12-25 05:57:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][140/1573] eta 0:21:38 lr 0.000030 time 0.4224 (0.9059) loss 1375.8706 (1314.8264) grad_norm 225.3204 (285.5544) embed_mse 1374.7324 (1313.7253) mask_bce 0.2795 (0.2489) mask_dice 0.8586 (0.8522) mem 21940MB +[2025-12-25 05:57:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][150/1573] eta 0:20:45 lr 0.000030 time 0.4352 (0.8753) loss 1312.3485 (1313.2333) grad_norm 168.9721 (279.0776) embed_mse 1311.2482 (1312.1327) mask_bce 0.2659 (0.2485) mask_dice 0.8344 (0.8520) mem 21940MB +[2025-12-25 05:58:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][160/1573] eta 0:20:44 lr 0.000030 time 0.4191 (0.8806) loss 1333.4230 (1313.8643) grad_norm 328.8156 (279.0391) embed_mse 1332.3317 (1312.7638) mask_bce 0.2650 (0.2490) mask_dice 0.8263 (0.8514) mem 21940MB +[2025-12-25 05:58:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][170/1573] eta 0:20:49 lr 0.000030 time 0.4250 (0.8904) loss 1272.6095 (1313.7479) grad_norm 358.8134 (282.8379) embed_mse 1271.4862 (1312.6461) mask_bce 0.2816 (0.2506) mask_dice 0.8417 (0.8511) mem 21940MB +[2025-12-25 05:58:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][180/1573] eta 0:20:44 lr 0.000030 time 1.4540 (0.8933) loss 1312.5750 (1314.6785) grad_norm 291.0966 (283.2133) embed_mse 1311.4373 (1313.5766) mask_bce 0.3163 (0.2509) mask_dice 0.8214 (0.8510) mem 21940MB +[2025-12-25 05:58:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][190/1573] eta 0:20:09 lr 0.000030 time 0.4209 (0.8748) loss 1286.2222 (1314.7071) grad_norm 190.7135 (279.1915) embed_mse 1285.1323 (1313.6057) mask_bce 0.2512 (0.2509) mask_dice 0.8387 (0.8506) mem 21940MB +[2025-12-25 05:58:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][200/1573] eta 0:20:11 lr 0.000030 time 0.4173 (0.8823) loss 1317.2142 (1314.7426) grad_norm 332.7260 (281.8850) embed_mse 1316.1196 (1313.6411) mask_bce 0.2349 (0.2510) mask_dice 0.8598 (0.8506) mem 21940MB +[2025-12-25 05:58:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][210/1573] eta 0:19:33 lr 0.000030 time 0.4172 (0.8606) loss 1315.8253 (1313.8721) grad_norm 191.3003 (278.4010) embed_mse 1314.6981 (1312.7709) mask_bce 0.3170 (0.2508) mask_dice 0.8102 (0.8503) mem 21940MB +[2025-12-25 05:58:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][220/1573] eta 0:19:11 lr 0.000030 time 0.4182 (0.8510) loss 1343.8000 (1314.4354) grad_norm 201.4608 (275.5513) embed_mse 1342.6976 (1313.3336) mask_bce 0.2864 (0.2516) mask_dice 0.8161 (0.8502) mem 21940MB +[2025-12-25 05:58:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][230/1573] eta 0:19:12 lr 0.000030 time 0.4239 (0.8584) loss 1301.5291 (1314.8828) grad_norm 304.6060 (276.5890) 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geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][300/1573] eta 0:18:35 lr 0.000030 time 0.4468 (0.8766) loss 1338.9823 (1315.4240) grad_norm 188.1361 (268.9187) embed_mse 1337.8773 (1314.3220) mask_bce 0.2475 (0.2524) mask_dice 0.8575 (0.8496) mem 21940MB +[2025-12-25 06:00:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][310/1573] eta 0:18:13 lr 0.000030 time 0.4360 (0.8657) loss 1336.6349 (1315.4278) grad_norm 174.6723 (266.4385) embed_mse 1335.5254 (1314.3259) mask_bce 0.2546 (0.2524) mask_dice 0.8548 (0.8495) mem 21940MB +[2025-12-25 06:00:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][320/1573] eta 0:18:03 lr 0.000030 time 3.4986 (0.8645) loss 1314.3130 (1314.8203) grad_norm 147.9653 (261.3882) embed_mse 1313.2222 (1313.7185) mask_bce 0.2623 (0.2523) mask_dice 0.8284 (0.8495) mem 21940MB +[2025-12-25 06:00:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][330/1573] eta 0:18:00 lr 0.000030 time 0.4198 (0.8695) loss 1337.0406 (1315.2106) grad_norm 162.5702 (258.9780) embed_mse 1335.8905 (1314.1089) mask_bce 0.3141 (0.2522) mask_dice 0.8361 (0.8495) mem 21940MB +[2025-12-25 06:00:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][340/1573] eta 0:18:14 lr 0.000030 time 7.8417 (0.8879) loss 1307.3125 (1315.6093) grad_norm 218.1113 (258.0050) embed_mse 1306.2236 (1314.5079) mask_bce 0.2499 (0.2521) mask_dice 0.8390 (0.8493) mem 21940MB +[2025-12-25 06:00:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][350/1573] eta 0:18:22 lr 0.000030 time 0.4154 (0.9013) loss 1362.5951 (1315.7548) grad_norm 195.7286 (256.5567) embed_mse 1361.4679 (1314.6534) mask_bce 0.2611 (0.2522) mask_dice 0.8661 (0.8493) mem 21940MB +[2025-12-25 06:01:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][360/1573] eta 0:18:10 lr 0.000030 time 0.4197 (0.8988) loss 1326.7266 (1316.0642) grad_norm 179.8517 (253.4835) embed_mse 1325.6370 (1314.9630) mask_bce 0.2587 (0.2518) mask_dice 0.8310 (0.8494) mem 21940MB +[2025-12-25 06:01:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][370/1573] eta 0:17:53 lr 0.000030 time 0.4187 (0.8923) loss 1333.6711 (1316.1015) grad_norm 317.0122 (254.8646) embed_mse 1332.5596 (1315.0004) mask_bce 0.2753 (0.2517) mask_dice 0.8362 (0.8494) mem 21940MB +[2025-12-25 06:01:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][380/1573] eta 0:17:52 lr 0.000030 time 5.1795 (0.8992) loss 1354.5702 (1315.6900) grad_norm 462.3333 (259.2788) embed_mse 1353.4889 (1314.5894) mask_bce 0.2040 (0.2511) mask_dice 0.8773 (0.8495) mem 21940MB +[2025-12-25 06:01:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][390/1573] eta 0:17:45 lr 0.000030 time 0.4198 (0.9005) loss 1353.7546 (1315.3919) grad_norm 162.3210 (257.2589) embed_mse 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(0.8495) mem 21940MB +[2025-12-25 06:02:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][430/1573] eta 0:17:07 lr 0.000030 time 0.4185 (0.8987) loss 1312.8663 (1314.7521) grad_norm 276.3066 (255.9440) embed_mse 1311.7833 (1313.6513) mask_bce 0.2343 (0.2514) mask_dice 0.8486 (0.8493) mem 21940MB +[2025-12-25 06:02:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][440/1573] eta 0:16:54 lr 0.000030 time 0.4164 (0.8955) loss 1298.0537 (1314.3604) grad_norm 159.6093 (254.7187) embed_mse 1296.9402 (1313.2597) mask_bce 0.2840 (0.2515) mask_dice 0.8296 (0.8492) mem 21940MB +[2025-12-25 06:02:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][450/1573] eta 0:17:07 lr 0.000030 time 6.0015 (0.9150) loss 1316.1813 (1314.6112) grad_norm 218.9239 (254.0795) embed_mse 1315.1040 (1313.5103) mask_bce 0.2221 (0.2515) mask_dice 0.8551 (0.8494) mem 21940MB +[2025-12-25 06:02:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][460/1573] eta 0:17:07 lr 0.000030 time 2.6750 (0.9233) loss 1235.0869 (1314.1108) grad_norm 224.6336 (253.5629) embed_mse 1233.9991 (1313.0100) mask_bce 0.2699 (0.2516) mask_dice 0.8179 (0.8492) mem 21940MB +[2025-12-25 06:02:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][470/1573] eta 0:17:06 lr 0.000030 time 0.4397 (0.9307) loss 1354.3237 (1314.0397) grad_norm 213.0772 (252.8649) embed_mse 1353.2382 (1312.9389) mask_bce 0.2526 (0.2516) mask_dice 0.8330 (0.8492) mem 21940MB +[2025-12-25 06:03:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][480/1573] eta 0:16:45 lr 0.000030 time 0.4384 (0.9204) loss 1408.2690 (1314.2339) grad_norm 200.3830 (251.0527) embed_mse 1407.1559 (1313.1331) mask_bce 0.2536 (0.2516) mask_dice 0.8597 (0.8492) mem 21940MB +[2025-12-25 06:03:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][490/1573] eta 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INFO Train: [13/30][620/1573] eta 0:14:42 lr 0.000030 time 0.4204 (0.9265) loss 1298.8417 (1314.2077) grad_norm 205.1732 (246.9419) embed_mse 1297.7114 (1313.1068) mask_bce 0.2714 (0.2514) mask_dice 0.8589 (0.8495) mem 21940MB +[2025-12-25 06:05:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][630/1573] eta 0:14:30 lr 0.000029 time 0.4191 (0.9227) loss 1265.0132 (1314.2557) grad_norm 193.3746 (246.2552) embed_mse 1263.9169 (1313.1548) mask_bce 0.2511 (0.2514) mask_dice 0.8452 (0.8495) mem 21940MB +[2025-12-25 06:05:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][640/1573] eta 0:14:24 lr 0.000029 time 0.4177 (0.9270) loss 1292.2899 (1314.0881) grad_norm 215.8737 (246.3296) embed_mse 1291.1891 (1312.9873) mask_bce 0.2594 (0.2513) mask_dice 0.8415 (0.8494) mem 21940MB +[2025-12-25 06:05:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][650/1573] eta 0:14:17 lr 0.000029 time 0.4194 (0.9293) loss 1400.9089 (1314.2422) grad_norm 303.8835 (247.0401) embed_mse 1399.8076 (1313.1412) mask_bce 0.2513 (0.2515) mask_dice 0.8500 (0.8495) mem 21940MB +[2025-12-25 06:05:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][660/1573] eta 0:14:14 lr 0.000029 time 0.4265 (0.9355) loss 1312.7274 (1314.1045) grad_norm 162.1955 (246.0054) embed_mse 1311.6304 (1313.0037) mask_bce 0.2468 (0.2514) mask_dice 0.8502 (0.8495) mem 21940MB +[2025-12-25 06:06:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][670/1573] eta 0:14:09 lr 0.000029 time 0.4159 (0.9405) loss 1378.3817 (1314.0686) grad_norm 184.5153 (245.2646) embed_mse 1377.2911 (1312.9679) mask_bce 0.2434 (0.2512) mask_dice 0.8472 (0.8495) mem 21940MB +[2025-12-25 06:06:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][680/1573] eta 0:13:53 lr 0.000029 time 0.4176 (0.9339) loss 1393.0690 (1313.9981) grad_norm 359.8506 (246.7173) 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0.8524 (0.8493) mem 21940MB +[2025-12-25 06:06:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][720/1573] eta 0:13:18 lr 0.000029 time 2.8577 (0.9365) loss 1311.3408 (1313.8881) grad_norm 349.1698 (247.8952) embed_mse 1310.2126 (1312.7872) mask_bce 0.2794 (0.2516) mask_dice 0.8488 (0.8493) mem 21940MB +[2025-12-25 06:07:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][730/1573] eta 0:13:05 lr 0.000029 time 0.4187 (0.9318) loss 1286.5767 (1313.5740) grad_norm 269.9427 (248.1375) embed_mse 1285.4735 (1312.4732) mask_bce 0.2433 (0.2515) mask_dice 0.8599 (0.8493) mem 21940MB +[2025-12-25 06:07:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][740/1573] eta 0:12:58 lr 0.000029 time 0.8749 (0.9351) loss 1378.7660 (1313.6979) grad_norm 195.4631 (247.5649) embed_mse 1377.6687 (1312.5972) mask_bce 0.2375 (0.2514) mask_dice 0.8597 (0.8493) mem 21940MB +[2025-12-25 06:07:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][750/1573] eta 0:12:46 lr 0.000029 time 0.5834 (0.9309) loss 1348.7135 (1313.5225) grad_norm 186.6686 (246.9101) embed_mse 1347.5706 (1312.4217) mask_bce 0.3176 (0.2516) mask_dice 0.8253 (0.8492) mem 21940MB +[2025-12-25 06:07:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][760/1573] eta 0:12:46 lr 0.000029 time 0.4226 (0.9429) loss 1298.9209 (1313.7195) grad_norm 427.8221 (248.3502) embed_mse 1297.8184 (1312.6188) mask_bce 0.2660 (0.2514) mask_dice 0.8365 (0.8493) mem 21940MB +[2025-12-25 06:07:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][770/1573] eta 0:12:31 lr 0.000029 time 0.4183 (0.9361) loss 1344.6166 (1313.8856) grad_norm 211.3088 (247.9643) embed_mse 1343.5135 (1312.7849) mask_bce 0.2530 (0.2515) mask_dice 0.8500 (0.8492) mem 21940MB +[2025-12-25 06:07:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO 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loss 1320.3695 (1313.8397) grad_norm 132.6800 (246.8258) embed_mse 1319.2460 (1312.7390) mask_bce 0.2832 (0.2515) mask_dice 0.8404 (0.8492) mem 21940MB +[2025-12-25 06:08:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][820/1573] eta 0:11:51 lr 0.000029 time 0.4215 (0.9445) loss 1305.6611 (1313.8287) grad_norm 203.8868 (246.4049) embed_mse 1304.5685 (1312.7280) mask_bce 0.2328 (0.2515) mask_dice 0.8598 (0.8491) mem 21940MB +[2025-12-25 06:08:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][830/1573] eta 0:11:44 lr 0.000029 time 0.4225 (0.9480) loss 1269.0630 (1313.8719) grad_norm 309.4448 (247.0169) embed_mse 1267.9711 (1312.7713) mask_bce 0.2491 (0.2515) mask_dice 0.8427 (0.8491) mem 21940MB +[2025-12-25 06:08:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][840/1573] eta 0:11:34 lr 0.000029 time 0.4272 (0.9476) loss 1332.8721 (1313.9773) grad_norm 284.9983 (248.0292) embed_mse 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(0.8494) mem 21940MB +[2025-12-25 06:09:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][880/1573] eta 0:10:58 lr 0.000029 time 4.4765 (0.9498) loss 1306.6865 (1314.2666) grad_norm 247.0243 (247.6638) embed_mse 1305.6039 (1313.1663) mask_bce 0.2162 (0.2509) mask_dice 0.8665 (0.8494) mem 21940MB +[2025-12-25 06:09:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][890/1573] eta 0:10:48 lr 0.000029 time 0.4243 (0.9502) loss 1403.2902 (1314.4909) grad_norm 160.6775 (246.8802) embed_mse 1402.1840 (1313.3906) mask_bce 0.2300 (0.2508) mask_dice 0.8762 (0.8495) mem 21940MB +[2025-12-25 06:09:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][900/1573] eta 0:10:40 lr 0.000029 time 0.4255 (0.9519) loss 1283.3052 (1314.4911) grad_norm 184.5188 (246.3234) embed_mse 1282.2358 (1313.3909) mask_bce 0.2294 (0.2507) mask_dice 0.8399 (0.8495) mem 21940MB +[2025-12-25 06:10:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][910/1573] eta 0:10:28 lr 0.000029 time 0.4369 (0.9477) loss 1291.7354 (1314.4247) grad_norm 152.1166 (245.4897) embed_mse 1290.6379 (1313.3245) mask_bce 0.2248 (0.2507) mask_dice 0.8726 (0.8495) mem 21940MB +[2025-12-25 06:10:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][920/1573] eta 0:10:20 lr 0.000029 time 4.2701 (0.9495) loss 1278.4709 (1314.3616) grad_norm 224.4469 (245.1785) embed_mse 1277.3987 (1313.2615) mask_bce 0.2262 (0.2505) mask_dice 0.8461 (0.8496) mem 21940MB +[2025-12-25 06:10:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][930/1573] eta 0:10:10 lr 0.000029 time 0.4176 (0.9493) loss 1265.3988 (1314.2197) grad_norm 213.2029 (244.9028) embed_mse 1264.3032 (1313.1195) mask_bce 0.2571 (0.2507) mask_dice 0.8385 (0.8496) mem 21940MB +[2025-12-25 06:10:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][940/1573] eta 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grad_norm 213.1558 (243.9981) embed_mse 1281.6862 (1312.9491) mask_bce 0.2545 (0.2508) mask_dice 0.8472 (0.8496) mem 21940MB +[2025-12-25 06:11:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][980/1573] eta 0:09:28 lr 0.000029 time 0.4207 (0.9587) loss 1281.8784 (1313.8166) grad_norm 229.7363 (243.8812) embed_mse 1280.7606 (1312.7161) mask_bce 0.2930 (0.2510) mask_dice 0.8248 (0.8494) mem 21940MB +[2025-12-25 06:11:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][990/1573] eta 0:09:19 lr 0.000029 time 0.4211 (0.9598) loss 1284.5688 (1313.7448) grad_norm 223.0179 (243.7116) embed_mse 1283.4551 (1312.6444) mask_bce 0.2773 (0.2511) mask_dice 0.8364 (0.8494) mem 21940MB +[2025-12-25 06:11:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1000/1573] eta 0:09:09 lr 0.000029 time 0.4347 (0.9583) loss 1325.8849 (1313.6784) grad_norm 380.0718 (244.4180) embed_mse 1324.7823 (1312.5778) mask_bce 0.2587 (0.2513) mask_dice 0.8439 (0.8493) mem 21940MB +[2025-12-25 06:11:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1010/1573] eta 0:08:57 lr 0.000029 time 0.4179 (0.9546) loss 1353.3704 (1313.7848) grad_norm 210.2815 (244.1470) embed_mse 1352.2493 (1312.6841) mask_bce 0.2838 (0.2513) mask_dice 0.8372 (0.8494) mem 21940MB +[2025-12-25 06:12:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1020/1573] eta 0:08:53 lr 0.000029 time 0.4304 (0.9653) loss 1288.3470 (1313.7613) grad_norm 242.6962 (244.1356) embed_mse 1287.2382 (1312.6608) mask_bce 0.2473 (0.2510) mask_dice 0.8616 (0.8495) mem 21940MB +[2025-12-25 06:12:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1030/1573] eta 0:08:43 lr 0.000029 time 0.4269 (0.9635) loss 1404.3750 (1313.8916) grad_norm 288.0775 (244.4789) embed_mse 1403.2921 (1312.7911) mask_bce 0.2556 (0.2511) mask_dice 0.8273 (0.8494) mem 21940MB 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eta 0:07:40 lr 0.000029 time 0.4169 (0.9735) loss 1309.2805 (1313.8324) grad_norm 200.9136 (244.2666) embed_mse 1308.1520 (1312.7319) mask_bce 0.2811 (0.2512) mask_dice 0.8474 (0.8493) mem 21940MB +[2025-12-25 06:13:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1110/1573] eta 0:07:31 lr 0.000029 time 0.4269 (0.9749) loss 1328.7089 (1313.8408) grad_norm 375.0428 (245.2142) embed_mse 1327.5835 (1312.7402) mask_bce 0.2742 (0.2514) mask_dice 0.8510 (0.8493) mem 21940MB +[2025-12-25 06:13:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1120/1573] eta 0:07:21 lr 0.000029 time 0.4261 (0.9750) loss 1255.5259 (1313.6695) grad_norm 265.4434 (245.5837) embed_mse 1254.4343 (1312.5689) mask_bce 0.2557 (0.2514) mask_dice 0.8359 (0.8493) mem 21940MB +[2025-12-25 06:14:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1130/1573] eta 0:07:12 lr 0.000029 time 0.4211 (0.9764) loss 1381.1993 (1313.6558) grad_norm 285.9284 (245.8699) embed_mse 1380.0997 (1312.5552) mask_bce 0.2509 (0.2514) mask_dice 0.8488 (0.8492) mem 21940MB +[2025-12-25 06:14:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1140/1573] eta 0:07:02 lr 0.000029 time 0.4241 (0.9747) loss 1298.5414 (1313.5948) grad_norm 289.6091 (246.1779) embed_mse 1297.4501 (1312.4941) mask_bce 0.2466 (0.2513) mask_dice 0.8447 (0.8493) mem 21940MB +[2025-12-25 06:14:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1150/1573] eta 0:06:55 lr 0.000029 time 0.4389 (0.9815) loss 1332.3359 (1313.5642) grad_norm 250.8283 (246.2104) embed_mse 1331.2385 (1312.4636) mask_bce 0.2414 (0.2512) mask_dice 0.8559 (0.8493) mem 21940MB +[2025-12-25 06:14:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1160/1573] eta 0:06:45 lr 0.000029 time 0.4204 (0.9808) loss 1321.1620 (1313.4896) grad_norm 155.5572 (246.4493) embed_mse 1320.0490 (1312.3890) mask_bce 0.2872 (0.2513) mask_dice 0.8258 (0.8493) mem 21940MB +[2025-12-25 06:14:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1170/1573] eta 0:06:36 lr 0.000029 time 0.4332 (0.9837) loss 1322.4468 (1313.5613) grad_norm 214.5627 (246.2309) embed_mse 1321.3693 (1312.4605) mask_bce 0.2191 (0.2514) mask_dice 0.8584 (0.8493) mem 21940MB +[2025-12-25 06:15:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1180/1573] eta 0:06:27 lr 0.000029 time 0.4355 (0.9847) loss 1235.3182 (1313.4599) grad_norm 262.1210 (246.3390) embed_mse 1234.2268 (1312.3592) mask_bce 0.2434 (0.2515) mask_dice 0.8480 (0.8493) mem 21940MB +[2025-12-25 06:15:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1190/1573] eta 0:06:18 lr 0.000029 time 0.4210 (0.9888) loss 1290.8364 (1313.3035) grad_norm 238.4878 (246.2859) embed_mse 1289.7633 (1312.2029) mask_bce 0.2328 (0.2514) mask_dice 0.8403 (0.8493) mem 21940MB +[2025-12-25 06:15:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1200/1573] eta 0:06:07 lr 0.000029 time 0.4154 (0.9859) loss 1263.0206 (1313.2424) grad_norm 227.3275 (246.2135) embed_mse 1261.9258 (1312.1418) mask_bce 0.2298 (0.2513) mask_dice 0.8651 (0.8493) mem 21940MB +[2025-12-25 06:15:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1210/1573] eta 0:05:58 lr 0.000029 time 0.4187 (0.9863) loss 1322.7351 (1313.2193) grad_norm 162.5985 (245.6598) embed_mse 1321.6157 (1312.1187) mask_bce 0.2636 (0.2512) mask_dice 0.8557 (0.8493) mem 21940MB +[2025-12-25 06:15:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1220/1573] eta 0:05:49 lr 0.000029 time 0.4243 (0.9903) loss 1325.0658 (1313.1366) grad_norm 337.3882 (246.2632) embed_mse 1323.9387 (1312.0360) mask_bce 0.2581 (0.2512) mask_dice 0.8690 (0.8494) mem 21940MB +[2025-12-25 06:15:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1230/1573] eta 0:05:38 lr 0.000029 time 0.4195 (0.9857) loss 1277.5171 (1313.0596) grad_norm 163.5457 (245.7226) embed_mse 1276.4027 (1311.9589) mask_bce 0.2803 (0.2514) mask_dice 0.8340 (0.8493) mem 21940MB +[2025-12-25 06:16:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1240/1573] eta 0:05:28 lr 0.000028 time 0.4190 (0.9851) loss 1320.1270 (1313.0453) grad_norm 313.9270 (245.5577) embed_mse 1319.0499 (1311.9447) mask_bce 0.2228 (0.2513) mask_dice 0.8542 (0.8493) mem 21940MB +[2025-12-25 06:16:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1250/1573] eta 0:05:18 lr 0.000028 time 0.4230 (0.9845) loss 1300.9349 (1313.1061) grad_norm 178.2903 (245.1265) embed_mse 1299.7959 (1312.0053) mask_bce 0.3162 (0.2515) mask_dice 0.8229 (0.8493) mem 21940MB +[2025-12-25 06:16:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1260/1573] eta 0:05:07 lr 0.000028 time 0.4194 (0.9836) loss 1369.2939 (1313.0703) grad_norm 168.1652 (244.6363) embed_mse 1368.2083 (1311.9695) mask_bce 0.2350 (0.2515) mask_dice 0.8507 (0.8493) mem 21940MB +[2025-12-25 06:16:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1270/1573] eta 0:05:00 lr 0.000028 time 0.4176 (0.9902) loss 1294.9336 (1313.1148) grad_norm 223.4036 (244.5019) embed_mse 1293.8401 (1312.0140) mask_bce 0.2428 (0.2516) mask_dice 0.8507 (0.8492) mem 21940MB +[2025-12-25 06:16:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1280/1573] eta 0:04:50 lr 0.000028 time 0.4579 (0.9899) loss 1325.1313 (1313.1866) grad_norm 283.5679 (244.2309) embed_mse 1323.9828 (1312.0858) mask_bce 0.2807 (0.2515) mask_dice 0.8680 (0.8493) mem 21940MB +[2025-12-25 06:16:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1290/1573] eta 0:04:39 lr 0.000028 time 0.4192 (0.9862) loss 1312.9685 (1312.9993) grad_norm 173.4197 (243.7910) embed_mse 1311.8679 (1311.8986) mask_bce 0.2545 (0.2514) mask_dice 0.8461 (0.8493) mem 21940MB +[2025-12-25 06:17:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1300/1573] eta 0:04:29 lr 0.000028 time 0.4235 (0.9861) loss 1285.2759 (1312.8980) grad_norm 250.0885 (243.8299) embed_mse 1284.1449 (1311.7972) mask_bce 0.3007 (0.2515) mask_dice 0.8302 (0.8492) mem 21940MB +[2025-12-25 06:17:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1310/1573] eta 0:04:19 lr 0.000028 time 0.4153 (0.9879) loss 1276.1042 (1312.8150) grad_norm 316.1032 (244.2733) embed_mse 1274.9795 (1311.7143) mask_bce 0.2668 (0.2516) mask_dice 0.8580 (0.8491) mem 21940MB +[2025-12-25 06:17:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1320/1573] eta 0:04:11 lr 0.000028 time 6.6490 (0.9931) loss 1264.3594 (1312.7501) grad_norm 353.5011 (245.0483) embed_mse 1263.2410 (1311.6493) mask_bce 0.2865 (0.2517) mask_dice 0.8319 (0.8491) mem 21940MB +[2025-12-25 06:17:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1330/1573] eta 0:04:01 lr 0.000028 time 0.4212 (0.9926) loss 1341.3956 (1312.8835) grad_norm 172.3715 (244.6105) embed_mse 1340.3069 (1311.7827) mask_bce 0.2360 (0.2517) mask_dice 0.8528 (0.8491) mem 21940MB +[2025-12-25 06:17:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1340/1573] eta 0:03:50 lr 0.000028 time 0.4202 (0.9895) loss 1227.6377 (1312.8202) grad_norm 387.4321 (245.4657) embed_mse 1226.5570 (1311.7193) mask_bce 0.2381 (0.2518) mask_dice 0.8427 (0.8491) mem 21940MB +[2025-12-25 06:17:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1350/1573] eta 0:03:40 lr 0.000028 time 0.4170 (0.9866) loss 1297.9369 (1313.0278) grad_norm 188.4768 (245.1265) embed_mse 1296.8667 (1311.9269) mask_bce 0.2245 (0.2517) mask_dice 0.8457 (0.8492) mem 21940MB +[2025-12-25 06:18:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1360/1573] eta 0:03:30 lr 0.000028 time 0.4178 (0.9872) loss 1370.4045 (1312.9566) grad_norm 161.6766 (245.1402) embed_mse 1369.3030 (1311.8556) mask_bce 0.2524 (0.2518) mask_dice 0.8491 (0.8492) mem 21940MB +[2025-12-25 06:18:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1370/1573] eta 0:03:19 lr 0.000028 time 0.4218 (0.9838) loss 1326.5536 (1312.9330) grad_norm 190.5763 (244.8211) embed_mse 1325.4904 (1311.8321) mask_bce 0.1914 (0.2517) mask_dice 0.8718 (0.8492) mem 21940MB +[2025-12-25 06:18:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1380/1573] eta 0:03:12 lr 0.000028 time 0.4310 (0.9958) loss 1292.1010 (1312.9209) grad_norm 144.5509 (244.2381) embed_mse 1290.9956 (1311.8200) mask_bce 0.2747 (0.2518) mask_dice 0.8305 (0.8491) mem 21940MB +[2025-12-25 06:18:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1390/1573] eta 0:03:01 lr 0.000028 time 0.4214 (0.9943) loss 1312.6121 (1312.9117) grad_norm 556.4068 (246.0426) embed_mse 1311.5529 (1311.8109) mask_bce 0.1797 (0.2517) mask_dice 0.8795 (0.8492) mem 21940MB +[2025-12-25 06:18:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1400/1573] eta 0:02:51 lr 0.000028 time 0.4231 (0.9931) loss 1316.4193 (1313.1046) grad_norm 445.7549 (247.4482) embed_mse 1315.3241 (1312.0038) mask_bce 0.2405 (0.2516) mask_dice 0.8547 (0.8492) mem 21940MB +[2025-12-25 06:18:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1410/1573] eta 0:02:41 lr 0.000028 time 0.4212 (0.9921) loss 1244.5029 (1312.9943) grad_norm 217.0035 (247.2752) embed_mse 1243.4077 (1311.8936) mask_bce 0.2570 (0.2515) mask_dice 0.8382 (0.8492) mem 21940MB +[2025-12-25 06:19:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1420/1573] eta 0:02:31 lr 0.000028 time 0.4232 (0.9930) loss 1333.7710 (1313.0390) grad_norm 194.2454 (246.9756) embed_mse 1332.6783 (1311.9384) mask_bce 0.2317 (0.2514) mask_dice 0.8609 (0.8492) mem 21940MB +[2025-12-25 06:19:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1430/1573] eta 0:02:21 lr 0.000028 time 0.4212 (0.9929) loss 1277.8776 (1313.0708) grad_norm 265.8183 (247.0814) embed_mse 1276.6979 (1311.9702) mask_bce 0.3246 (0.2515) mask_dice 0.8551 (0.8492) mem 21940MB +[2025-12-25 06:19:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1440/1573] eta 0:02:12 lr 0.000028 time 0.4222 (0.9970) loss 1310.8929 (1313.1469) grad_norm 260.5747 (247.0017) embed_mse 1309.8331 (1312.0462) mask_bce 0.2040 (0.2514) mask_dice 0.8558 (0.8493) mem 21940MB +[2025-12-25 06:19:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1450/1573] eta 0:02:02 lr 0.000028 time 0.4262 (0.9964) loss 1248.0330 (1313.2595) grad_norm 403.7712 (247.8679) embed_mse 1246.9418 (1312.1590) mask_bce 0.2482 (0.2514) mask_dice 0.8430 (0.8492) mem 21940MB +[2025-12-25 06:20:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1460/1573] eta 0:01:53 lr 0.000028 time 4.5162 (1.0003) loss 1282.1276 (1313.3191) grad_norm 501.0404 (249.2589) embed_mse 1281.0184 (1312.2186) mask_bce 0.2571 (0.2514) mask_dice 0.8521 (0.8491) mem 21940MB +[2025-12-25 06:20:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1470/1573] eta 0:01:43 lr 0.000028 time 0.4205 (1.0039) loss 1340.2334 (1313.2388) grad_norm 294.2071 (249.5045) embed_mse 1339.1418 (1312.1383) mask_bce 0.2531 (0.2513) mask_dice 0.8385 (0.8492) mem 21940MB +[2025-12-25 06:20:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1480/1573] eta 0:01:33 lr 0.000028 time 0.4257 (1.0046) loss 1370.2122 (1313.3972) grad_norm 220.8769 (249.5682) embed_mse 1369.0911 (1312.2967) mask_bce 0.2894 (0.2514) mask_dice 0.8317 (0.8491) mem 21940MB +[2025-12-25 06:20:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1490/1573] eta 0:01:23 lr 0.000028 time 0.4201 (1.0007) loss 1324.5479 (1313.3386) grad_norm 175.0392 (249.1675) embed_mse 1323.4263 (1312.2381) mask_bce 0.2807 (0.2514) mask_dice 0.8408 (0.8491) mem 21940MB +[2025-12-25 06:20:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1500/1573] eta 0:01:13 lr 0.000028 time 0.4277 (1.0025) loss 1272.3909 (1313.3585) grad_norm 211.7473 (248.9674) embed_mse 1271.3062 (1312.2580) mask_bce 0.2546 (0.2515) mask_dice 0.8301 (0.8491) mem 21940MB +[2025-12-25 06:20:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1510/1573] eta 0:01:03 lr 0.000028 time 0.4198 (1.0030) loss 1369.2672 (1313.4335) grad_norm 380.0411 (249.6646) embed_mse 1368.1965 (1312.3329) mask_bce 0.2100 (0.2514) mask_dice 0.8606 (0.8491) mem 21940MB +[2025-12-25 06:20:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1520/1573] eta 0:00:52 lr 0.000028 time 0.4157 (0.9992) loss 1324.0150 (1313.4725) grad_norm 249.9133 (249.6527) embed_mse 1322.9238 (1312.3720) mask_bce 0.2519 (0.2514) mask_dice 0.8392 (0.8491) mem 21940MB +[2025-12-25 06:21:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1530/1573] eta 0:00:42 lr 0.000028 time 0.4161 (0.9982) loss 1367.4155 (1313.5202) grad_norm 377.4647 (250.3218) embed_mse 1366.3236 (1312.4198) mask_bce 0.2379 (0.2513) mask_dice 0.8541 (0.8491) mem 21940MB +[2025-12-25 06:21:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1540/1573] eta 0:00:33 lr 0.000028 time 0.4171 (1.0031) loss 1314.1176 (1313.4563) grad_norm 363.8536 (250.9131) embed_mse 1313.0017 (1312.3559) mask_bce 0.2979 (0.2513) mask_dice 0.8180 (0.8491) mem 21940MB +[2025-12-25 06:21:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1550/1573] eta 0:00:23 lr 0.000028 time 0.4160 (1.0015) loss 1243.7523 (1313.3557) grad_norm 276.8322 (251.0474) embed_mse 1242.6521 (1312.2554) mask_bce 0.2590 (0.2513) mask_dice 0.8412 (0.8491) mem 21940MB +[2025-12-25 06:21:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1560/1573] eta 0:00:13 lr 0.000028 time 0.4159 (1.0020) loss 1409.9110 (1313.4853) grad_norm 282.2511 (251.3148) embed_mse 1408.8330 (1312.3850) mask_bce 0.2217 (0.2512) mask_dice 0.8563 (0.8491) mem 21940MB +[2025-12-25 06:21:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1570/1573] eta 0:00:03 lr 0.000028 time 0.4192 (1.0008) loss 1305.1974 (1313.5263) grad_norm 352.2489 (251.8298) embed_mse 1304.1005 (1312.4259) mask_bce 0.2432 (0.2513) mask_dice 0.8538 (0.8491) mem 21940MB +[2025-12-25 06:21:53 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 13 training takes 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(train_geometry_finetune.py 372): INFO Train: [14/30][30/1573] eta 0:26:39 lr 0.000028 time 0.4233 (1.0368) loss 1306.8459 (1307.0759) grad_norm 458.1388 (540.1727) embed_mse 1305.7701 (1305.9803) mask_bce 0.2200 (0.2491) mask_dice 0.8558 (0.8465) mem 21940MB +[2025-12-25 06:22:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][40/1573] eta 0:25:29 lr 0.000028 time 0.4263 (0.9978) loss 1337.7112 (1308.3217) grad_norm 185.0077 (427.2943) embed_mse 1336.6392 (1307.2288) mask_bce 0.2069 (0.2458) mask_dice 0.8652 (0.8471) mem 21940MB +[2025-12-25 06:22:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][50/1573] eta 0:25:05 lr 0.000028 time 0.4207 (0.9888) loss 1323.6127 (1310.5901) grad_norm 269.1616 (400.9389) embed_mse 1322.5190 (1309.4983) mask_bce 0.2499 (0.2451) mask_dice 0.8438 (0.8467) mem 21940MB +[2025-12-25 06:22:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][60/1573] eta 0:23:14 lr 0.000028 time 0.4289 (0.9218) loss 1304.6658 (1311.4345) grad_norm 181.3109 (369.5635) embed_mse 1303.5715 (1310.3404) mask_bce 0.2322 (0.2477) mask_dice 0.8621 (0.8465) mem 21940MB +[2025-12-25 06:22:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][70/1573] eta 0:22:33 lr 0.000028 time 0.4448 (0.9004) loss 1310.9698 (1312.2644) grad_norm 240.3064 (353.4063) embed_mse 1309.8881 (1311.1663) mask_bce 0.2350 (0.2518) mask_dice 0.8468 (0.8463) mem 21940MB +[2025-12-25 06:23:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][80/1573] eta 0:22:11 lr 0.000028 time 0.4312 (0.8918) loss 1285.1292 (1312.7452) grad_norm 171.1897 (330.0134) embed_mse 1284.0636 (1311.6464) mask_bce 0.2113 (0.2519) mask_dice 0.8543 (0.8468) mem 21940MB +[2025-12-25 06:23:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][90/1573] eta 0:22:48 lr 0.000028 time 0.4177 (0.9229) loss 1266.4242 (1312.2260) grad_norm 254.0288 (323.1057) embed_mse 1265.3472 (1311.1262) mask_bce 0.2394 (0.2535) mask_dice 0.8377 (0.8462) mem 21940MB +[2025-12-25 06:23:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][100/1573] eta 0:21:33 lr 0.000028 time 0.4459 (0.8781) loss 1232.4889 (1312.3426) grad_norm 163.3285 (309.7910) embed_mse 1231.4225 (1311.2425) mask_bce 0.2341 (0.2536) mask_dice 0.8323 (0.8465) mem 21940MB +[2025-12-25 06:23:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][110/1573] eta 0:21:56 lr 0.000028 time 0.4250 (0.8997) loss 1356.1614 (1313.5030) grad_norm 184.4013 (300.1456) embed_mse 1355.0620 (1312.4031) mask_bce 0.2387 (0.2538) mask_dice 0.8607 (0.8462) mem 21940MB +[2025-12-25 06:23:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][120/1573] eta 0:20:50 lr 0.000028 time 0.4508 (0.8606) loss 1296.7504 (1314.9617) grad_norm 184.5439 (287.1159) embed_mse 1295.6348 (1313.8614) mask_bce 0.2662 (0.2538) mask_dice 0.8494 (0.8465) mem 21940MB +[2025-12-25 06:23:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][130/1573] eta 0:21:35 lr 0.000028 time 0.4166 (0.8979) loss 1360.7378 (1316.8647) grad_norm 186.4245 (280.8227) embed_mse 1359.6615 (1315.7656) mask_bce 0.2169 (0.2525) mask_dice 0.8594 (0.8466) mem 21940MB +[2025-12-25 06:23:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][140/1573] eta 0:20:39 lr 0.000028 time 0.4230 (0.8649) loss 1291.8347 (1316.5735) grad_norm 189.6027 (275.4568) embed_mse 1290.7634 (1315.4746) mask_bce 0.2129 (0.2522) mask_dice 0.8584 (0.8467) mem 21940MB +[2025-12-25 06:24:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][150/1573] eta 0:20:57 lr 0.000028 time 3.5660 (0.8834) loss 1387.6057 (1315.4571) grad_norm 350.6869 (279.6362) embed_mse 1386.4692 (1314.3578) mask_bce 0.2478 (0.2529) mask_dice 0.8886 (0.8465) mem 21940MB +[2025-12-25 06:24:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][160/1573] eta 0:20:37 lr 0.000028 time 0.4288 (0.8760) loss 1245.7234 (1315.2192) grad_norm 243.1248 (279.8738) embed_mse 1244.6140 (1314.1195) mask_bce 0.2622 (0.2534) mask_dice 0.8472 (0.8463) mem 21940MB +[2025-12-25 06:24:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][170/1573] eta 0:20:26 lr 0.000028 time 0.4225 (0.8739) loss 1336.8450 (1314.7608) grad_norm 153.4590 (273.8540) embed_mse 1335.7595 (1313.6611) mask_bce 0.2383 (0.2535) mask_dice 0.8472 (0.8463) mem 21940MB +[2025-12-25 06:24:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][180/1573] eta 0:20:01 lr 0.000028 time 0.4231 (0.8623) loss 1307.2836 (1314.8089) grad_norm 190.7784 (270.0779) embed_mse 1306.1876 (1313.7098) mask_bce 0.2552 (0.2525) mask_dice 0.8409 (0.8466) mem 21940MB +[2025-12-25 06:24:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][190/1573] eta 0:19:21 lr 0.000028 time 0.4226 (0.8401) loss 1303.7343 (1314.9627) grad_norm 177.3164 (266.0448) embed_mse 1302.5724 (1313.8634) mask_bce 0.2918 (0.2527) mask_dice 0.8701 (0.8466) mem 21940MB +[2025-12-25 06:24:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][200/1573] eta 0:19:18 lr 0.000028 time 0.4136 (0.8438) loss 1293.4150 (1316.1920) grad_norm 440.2749 (280.2915) embed_mse 1292.3278 (1315.0928) mask_bce 0.2196 (0.2526) mask_dice 0.8677 (0.8467) mem 21940MB +[2025-12-25 06:24:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][210/1573] eta 0:19:07 lr 0.000028 time 0.4257 (0.8420) loss 1335.3234 (1316.1560) grad_norm 201.9660 (277.2790) embed_mse 1334.2450 (1315.0562) mask_bce 0.2282 (0.2531) mask_dice 0.8502 (0.8466) mem 21940MB +[2025-12-25 06:25:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][220/1573] eta 0:19:12 lr 0.000028 time 0.4294 (0.8516) loss 1334.3790 (1316.3083) grad_norm 191.6556 (274.1078) embed_mse 1333.2571 (1315.2086) mask_bce 0.2974 (0.2534) mask_dice 0.8245 (0.8463) mem 21940MB +[2025-12-25 06:25:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][230/1573] eta 0:19:10 lr 0.000028 time 2.5549 (0.8566) loss 1298.3572 (1315.5165) grad_norm 197.0029 (271.3541) embed_mse 1297.2668 (1314.4168) mask_bce 0.2419 (0.2533) mask_dice 0.8484 (0.8464) mem 21940MB +[2025-12-25 06:25:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][240/1573] eta 0:18:41 lr 0.000028 time 0.4213 (0.8417) loss 1322.8311 (1316.3910) grad_norm 179.9689 (266.9122) embed_mse 1321.7147 (1315.2912) mask_bce 0.2842 (0.2533) mask_dice 0.8322 (0.8465) mem 21940MB +[2025-12-25 06:25:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][250/1573] eta 0:18:14 lr 0.000028 time 0.4241 (0.8271) loss 1235.8350 (1316.4359) grad_norm 179.6322 (264.0966) embed_mse 1234.7034 (1315.3359) mask_bce 0.3139 (0.2535) mask_dice 0.8177 (0.8465) mem 21940MB +[2025-12-25 06:25:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][260/1573] eta 0:17:45 lr 0.000028 time 0.4184 (0.8118) loss 1348.7412 (1316.2752) grad_norm 290.3443 (264.9169) embed_mse 1347.6104 (1315.1752) mask_bce 0.2946 (0.2536) mask_dice 0.8363 (0.8464) mem 21940MB +[2025-12-25 06:25:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][270/1573] eta 0:17:49 lr 0.000028 time 0.4248 (0.8210) loss 1267.0558 (1315.9742) grad_norm 254.3313 (264.5961) embed_mse 1265.9156 (1314.8745) mask_bce 0.2615 (0.2532) mask_dice 0.8786 (0.8466) mem 21940MB +[2025-12-25 06:25:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][280/1573] eta 0:17:33 lr 0.000028 time 0.4277 (0.8151) loss 1266.8562 (1315.4127) grad_norm 236.0878 (260.6936) embed_mse 1265.7828 (1314.3130) mask_bce 0.2089 (0.2531) mask_dice 0.8645 (0.8467) mem 21940MB +[2025-12-25 06:25:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][290/1573] eta 0:17:18 lr 0.000027 time 0.4163 (0.8094) loss 1351.2517 (1315.1674) grad_norm 222.0910 (259.6213) embed_mse 1350.1333 (1314.0673) mask_bce 0.2716 (0.2536) mask_dice 0.8468 (0.8465) mem 21940MB +[2025-12-25 06:26:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][300/1573] eta 0:17:29 lr 0.000027 time 0.4277 (0.8246) loss 1222.9413 (1314.1426) grad_norm 164.0681 (257.0388) embed_mse 1221.8650 (1313.0412) mask_bce 0.2301 (0.2549) mask_dice 0.8462 (0.8464) mem 21940MB +[2025-12-25 06:26:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][310/1573] eta 0:17:21 lr 0.000027 time 0.4244 (0.8248) loss 1328.1469 (1315.0325) grad_norm 187.4600 (255.2078) embed_mse 1327.0732 (1313.9312) mask_bce 0.2256 (0.2548) mask_dice 0.8480 (0.8465) mem 21940MB +[2025-12-25 06:26:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][320/1573] eta 0:17:07 lr 0.000027 time 2.7468 (0.8197) loss 1339.5338 (1315.0337) grad_norm 240.6692 (254.1649) embed_mse 1338.4186 (1313.9317) mask_bce 0.2797 (0.2553) mask_dice 0.8355 (0.8467) mem 21940MB +[2025-12-25 06:26:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][330/1573] eta 0:16:52 lr 0.000027 time 0.4219 (0.8148) loss 1320.2457 (1314.8032) grad_norm 320.0247 (255.7712) embed_mse 1319.1663 (1313.7018) mask_bce 0.2111 (0.2544) mask_dice 0.8684 (0.8470) mem 21940MB +[2025-12-25 06:26:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][340/1573] eta 0:16:44 lr 0.000027 time 3.2692 (0.8150) loss 1362.6537 (1315.3336) grad_norm 245.2690 (255.5211) embed_mse 1361.5508 (1314.2324) mask_bce 0.2472 (0.2543) mask_dice 0.8557 (0.8469) mem 21940MB +[2025-12-25 06:26:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][350/1573] eta 0:16:43 lr 0.000027 time 2.6848 (0.8202) loss 1308.7217 (1315.7014) grad_norm 213.8423 (254.5519) embed_mse 1307.6188 (1314.6004) mask_bce 0.2747 (0.2542) mask_dice 0.8282 (0.8468) mem 21940MB +[2025-12-25 06:26:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][360/1573] eta 0:16:28 lr 0.000027 time 0.4165 (0.8146) loss 1285.0590 (1315.3728) grad_norm 158.0830 (251.8785) embed_mse 1283.9652 (1314.2718) mask_bce 0.2542 (0.2539) mask_dice 0.8396 (0.8471) mem 21940MB +[2025-12-25 06:26:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][370/1573] eta 0:16:15 lr 0.000027 time 0.4136 (0.8113) loss 1351.3453 (1315.0818) grad_norm 178.5850 (250.2851) embed_mse 1350.2673 (1313.9809) mask_bce 0.2242 (0.2539) mask_dice 0.8538 (0.8469) mem 21940MB +[2025-12-25 06:27:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][380/1573] eta 0:16:12 lr 0.000027 time 0.4279 (0.8153) loss 1326.6680 (1315.0593) grad_norm 228.3330 (249.8181) embed_mse 1325.5798 (1313.9584) mask_bce 0.2156 (0.2537) mask_dice 0.8726 (0.8472) mem 21940MB +[2025-12-25 06:27:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][390/1573] eta 0:16:02 lr 0.000027 time 0.4175 (0.8134) loss 1293.9287 (1314.6494) grad_norm 180.2908 (248.3696) embed_mse 1292.8173 (1313.5488) mask_bce 0.2481 (0.2536) mask_dice 0.8633 (0.8471) mem 21940MB +[2025-12-25 06:27:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][400/1573] eta 0:15:54 lr 0.000027 time 0.4251 (0.8138) loss 1342.6952 (1314.7677) grad_norm 196.2176 (248.9651) embed_mse 1341.6022 (1313.6669) mask_bce 0.2509 (0.2537) mask_dice 0.8420 (0.8471) mem 21940MB +[2025-12-25 06:27:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][410/1573] eta 0:15:41 lr 0.000027 time 0.4154 (0.8093) loss 1296.2970 (1314.5660) grad_norm 249.9085 (248.9836) embed_mse 1295.2109 (1313.4653) mask_bce 0.2351 (0.2538) mask_dice 0.8510 (0.8469) mem 21940MB +[2025-12-25 06:27:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][420/1573] eta 0:15:38 lr 0.000027 time 0.4168 (0.8139) loss 1304.1967 (1314.3579) grad_norm 217.1684 (248.3717) embed_mse 1303.1112 (1313.2573) mask_bce 0.2140 (0.2535) mask_dice 0.8715 (0.8471) mem 21940MB +[2025-12-25 06:27:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][430/1573] eta 0:15:36 lr 0.000027 time 0.4148 (0.8189) loss 1363.0720 (1314.5996) grad_norm 362.5192 (250.5255) embed_mse 1361.9797 (1313.4993) mask_bce 0.2406 (0.2532) mask_dice 0.8517 (0.8471) mem 21940MB +[2025-12-25 06:27:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][440/1573] eta 0:15:30 lr 0.000027 time 5.4468 (0.8215) loss 1334.1027 (1314.2616) grad_norm 212.1252 (249.6646) embed_mse 1332.9946 (1313.1611) mask_bce 0.2817 (0.2535) mask_dice 0.8263 (0.8470) mem 21940MB +[2025-12-25 06:27:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][450/1573] eta 0:15:12 lr 0.000027 time 0.4157 (0.8125) loss 1305.8448 (1314.1415) grad_norm 195.1887 (248.6918) embed_mse 1304.7437 (1313.0412) mask_bce 0.2715 (0.2533) mask_dice 0.8297 (0.8470) mem 21940MB +[2025-12-25 06:28:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][460/1573] eta 0:15:02 lr 0.000027 time 0.4147 (0.8105) loss 1321.0234 (1314.1149) grad_norm 256.8481 (248.8349) embed_mse 1319.9431 (1313.0146) mask_bce 0.2350 (0.2532) mask_dice 0.8453 (0.8470) mem 21940MB +[2025-12-25 06:28:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][470/1573] eta 0:14:58 lr 0.000027 time 0.4144 (0.8144) loss 1292.3085 (1314.3668) grad_norm 239.4208 (248.6726) embed_mse 1291.2085 (1313.2666) mask_bce 0.2451 (0.2530) mask_dice 0.8550 (0.8472) mem 21940MB +[2025-12-25 06:28:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][480/1573] eta 0:14:49 lr 0.000027 time 1.7353 (0.8139) loss 1322.7314 (1314.4224) grad_norm 189.6220 (247.7462) embed_mse 1321.6245 (1313.3225) mask_bce 0.2688 (0.2526) mask_dice 0.8382 (0.8473) mem 21940MB +[2025-12-25 06:28:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][490/1573] eta 0:14:32 lr 0.000027 time 0.4258 (0.8059) loss 1317.4935 (1314.0984) grad_norm 171.4442 (246.4953) embed_mse 1316.3875 (1312.9987) mask_bce 0.2581 (0.2523) mask_dice 0.8479 (0.8474) mem 21940MB +[2025-12-25 06:28:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][500/1573] eta 0:14:29 lr 0.000027 time 0.4175 (0.8105) loss 1293.9647 (1314.0571) grad_norm 183.4356 (245.4783) embed_mse 1292.8683 (1312.9575) mask_bce 0.2505 (0.2520) mask_dice 0.8460 (0.8476) mem 21940MB +[2025-12-25 06:28:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][510/1573] eta 0:14:21 lr 0.000027 time 0.4247 (0.8104) loss 1334.1758 (1314.1946) grad_norm 180.4808 (244.4466) embed_mse 1333.0989 (1313.0950) mask_bce 0.2163 (0.2521) mask_dice 0.8606 (0.8475) mem 21940MB +[2025-12-25 06:28:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][520/1573] eta 0:14:09 lr 0.000027 time 2.0758 (0.8067) loss 1351.0779 (1313.9440) grad_norm 307.7641 (244.1230) embed_mse 1349.9729 (1312.8446) mask_bce 0.2661 (0.2519) mask_dice 0.8389 (0.8474) mem 21940MB +[2025-12-25 06:29:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][530/1573] eta 0:14:00 lr 0.000027 time 0.4214 (0.8062) loss 1341.6085 (1314.0798) grad_norm 230.0419 (243.9097) embed_mse 1340.5265 (1312.9807) mask_bce 0.2210 (0.2517) mask_dice 0.8611 (0.8475) mem 21940MB +[2025-12-25 06:29:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][540/1573] eta 0:13:53 lr 0.000027 time 0.4263 (0.8066) loss 1370.1893 (1314.1282) grad_norm 214.3928 (243.4691) embed_mse 1369.0948 (1313.0289) mask_bce 0.2482 (0.2518) mask_dice 0.8463 (0.8474) mem 21940MB +[2025-12-25 06:29:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][550/1573] eta 0:13:45 lr 0.000027 time 0.4244 (0.8073) loss 1366.5227 (1313.9771) grad_norm 201.7290 (242.8553) embed_mse 1365.4156 (1312.8779) mask_bce 0.2412 (0.2516) mask_dice 0.8658 (0.8476) mem 21940MB +[2025-12-25 06:29:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][560/1573] eta 0:13:36 lr 0.000027 time 0.4175 (0.8056) loss 1283.7970 (1313.6472) grad_norm 156.4244 (241.4670) embed_mse 1282.7094 (1312.5483) mask_bce 0.2305 (0.2512) mask_dice 0.8572 (0.8477) mem 21940MB +[2025-12-25 06:29:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][570/1573] eta 0:13:24 lr 0.000027 time 0.4211 (0.8026) loss 1339.2053 (1313.9929) grad_norm 165.7164 (240.4001) embed_mse 1338.1035 (1312.8941) mask_bce 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06:29:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][610/1573] eta 0:12:46 lr 0.000027 time 0.4318 (0.7957) loss 1367.6603 (1314.4765) grad_norm 184.8542 (237.5654) embed_mse 1366.5645 (1313.3776) mask_bce 0.2316 (0.2508) mask_dice 0.8642 (0.8481) mem 21940MB +[2025-12-25 06:30:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][620/1573] eta 0:12:34 lr 0.000027 time 0.4185 (0.7916) loss 1320.2224 (1314.2234) grad_norm 259.6563 (237.8523) embed_mse 1319.1115 (1313.1241) mask_bce 0.2749 (0.2512) mask_dice 0.8360 (0.8481) mem 21940MB +[2025-12-25 06:30:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][630/1573] eta 0:12:24 lr 0.000027 time 0.4156 (0.7892) loss 1326.9836 (1314.2663) grad_norm 328.7643 (239.0178) embed_mse 1325.8772 (1313.1670) mask_bce 0.2763 (0.2512) mask_dice 0.8302 (0.8481) mem 21940MB +[2025-12-25 06:30:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][640/1573] eta 0:12:15 lr 0.000027 time 0.4179 (0.7886) loss 1311.3434 (1314.2271) grad_norm 252.3360 (239.3551) embed_mse 1310.2571 (1313.1278) mask_bce 0.2415 (0.2511) mask_dice 0.8448 (0.8481) mem 21940MB +[2025-12-25 06:30:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][650/1573] eta 0:12:08 lr 0.000027 time 4.2945 (0.7889) loss 1313.1228 (1314.1952) grad_norm 349.5041 (240.7149) embed_mse 1312.0242 (1313.0958) mask_bce 0.2459 (0.2514) mask_dice 0.8527 (0.8481) mem 21940MB +[2025-12-25 06:30:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][660/1573] eta 0:11:59 lr 0.000027 time 0.4158 (0.7876) loss 1309.5028 (1314.1175) grad_norm 345.8542 (241.9971) embed_mse 1308.4141 (1313.0181) mask_bce 0.2435 (0.2512) mask_dice 0.8452 (0.8482) mem 21940MB +[2025-12-25 06:30:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][670/1573] eta 0:11:46 lr 0.000027 time 0.4179 (0.7821) loss 1367.3998 (1314.3140) grad_norm 343.5811 (243.2210) embed_mse 1366.3004 (1313.2145) mask_bce 0.2500 (0.2513) mask_dice 0.8494 (0.8482) mem 21940MB +[2025-12-25 06:30:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][680/1573] eta 0:11:34 lr 0.000027 time 0.4188 (0.7772) loss 1286.3142 (1314.4427) grad_norm 197.9890 (242.4609) embed_mse 1285.2274 (1313.3432) mask_bce 0.2306 (0.2513) mask_dice 0.8562 (0.8482) mem 21940MB +[2025-12-25 06:30:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][690/1573] eta 0:11:23 lr 0.000027 time 0.4171 (0.7737) loss 1316.3009 (1314.4248) grad_norm 247.1744 (242.5157) embed_mse 1315.2181 (1313.3254) mask_bce 0.2119 (0.2512) mask_dice 0.8709 (0.8482) mem 21940MB +[2025-12-25 06:30:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][700/1573] eta 0:11:15 lr 0.000027 time 0.4154 (0.7733) loss 1290.7195 (1314.3961) grad_norm 207.6251 (242.1147) embed_mse 1289.6521 (1313.2968) mask_bce 0.2046 (0.2510) mask_dice 0.8628 (0.8483) mem 21940MB +[2025-12-25 06:31:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][710/1573] eta 0:11:12 lr 0.000027 time 1.6188 (0.7788) loss 1378.1233 (1314.4889) grad_norm 184.4622 (241.4595) embed_mse 1376.9984 (1313.3896) mask_bce 0.2629 (0.2510) mask_dice 0.8619 (0.8483) mem 21940MB +[2025-12-25 06:31:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][720/1573] eta 0:11:00 lr 0.000027 time 0.4209 (0.7741) loss 1326.9564 (1314.3684) grad_norm 220.4714 (242.2103) embed_mse 1325.8784 (1313.2692) mask_bce 0.1938 (0.2508) mask_dice 0.8841 (0.8484) mem 21940MB +[2025-12-25 06:31:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][730/1573] eta 0:11:00 lr 0.000027 time 7.4494 (0.7832) loss 1281.4849 (1314.3401) grad_norm 197.7767 (241.7220) embed_mse 1280.2250 (1313.2407) mask_bce 0.3918 (0.2509) mask_dice 0.8680 (0.8485) mem 21940MB +[2025-12-25 06:31:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][740/1573] eta 0:10:50 lr 0.000027 time 0.4455 (0.7806) loss 1299.3330 (1314.3243) grad_norm 188.6856 (241.1455) embed_mse 1298.2605 (1313.2250) mask_bce 0.2226 (0.2508) mask_dice 0.8500 (0.8486) mem 21940MB +[2025-12-25 06:31:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][750/1573] eta 0:10:38 lr 0.000027 time 0.4181 (0.7758) loss 1278.0048 (1314.0067) grad_norm 237.7655 (241.1092) embed_mse 1276.9197 (1312.9073) mask_bce 0.2483 (0.2509) mask_dice 0.8368 (0.8486) mem 21940MB +[2025-12-25 06:31:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][760/1573] eta 0:10:34 lr 0.000027 time 0.4148 (0.7803) loss 1367.2622 (1314.1481) grad_norm 202.0988 (240.6905) embed_mse 1366.1437 (1313.0486) mask_bce 0.2653 (0.2509) mask_dice 0.8533 (0.8486) mem 21940MB +[2025-12-25 06:31:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][770/1573] eta 0:10:24 lr 0.000027 time 0.4245 (0.7772) loss 1363.0420 (1314.2078) grad_norm 176.6899 (240.0238) embed_mse 1361.9478 (1313.1083) mask_bce 0.2492 (0.2510) mask_dice 0.8451 (0.8485) mem 21940MB +[2025-12-25 06:31:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][780/1573] eta 0:10:14 lr 0.000027 time 0.4211 (0.7753) loss 1317.4053 (1314.3512) grad_norm 151.9104 (239.1154) embed_mse 1316.3256 (1313.2516) mask_bce 0.2208 (0.2511) mask_dice 0.8590 (0.8485) mem 21940MB +[2025-12-25 06:32:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][790/1573] eta 0:10:05 lr 0.000027 time 0.4193 (0.7735) loss 1327.5066 (1314.3401) grad_norm 174.5927 (238.4570) embed_mse 1326.3956 (1313.2406) mask_bce 0.2679 (0.2510) mask_dice 0.8430 (0.8485) mem 21940MB +[2025-12-25 06:32:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][800/1573] eta 0:09:58 lr 0.000027 time 0.4225 (0.7739) loss 1334.8794 (1314.2649) grad_norm 257.6366 (238.8380) embed_mse 1333.7727 (1313.1654) mask_bce 0.2336 (0.2510) mask_dice 0.8731 (0.8486) mem 21940MB +[2025-12-25 06:32:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][810/1573] eta 0:09:47 lr 0.000027 time 0.4183 (0.7696) loss 1385.5709 (1314.3614) grad_norm 271.7649 (239.1640) embed_mse 1384.4860 (1313.2617) mask_bce 0.2121 (0.2512) mask_dice 0.8729 (0.8486) mem 21940MB +[2025-12-25 06:32:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][820/1573] eta 0:09:38 lr 0.000027 time 0.4471 (0.7685) loss 1253.3026 (1314.3195) grad_norm 234.0206 (239.1136) embed_mse 1252.2004 (1313.2199) mask_bce 0.2704 (0.2511) mask_dice 0.8317 (0.8486) mem 21940MB +[2025-12-25 06:32:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][830/1573] eta 0:09:31 lr 0.000027 time 0.4164 (0.7688) loss 1301.9636 (1314.3292) grad_norm 268.3139 (239.3971) embed_mse 1300.8757 (1313.2296) mask_bce 0.2417 (0.2512) mask_dice 0.8462 (0.8485) mem 21940MB +[2025-12-25 06:32:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][840/1573] eta 0:09:29 lr 0.000027 time 0.4680 (0.7766) loss 1331.3507 (1314.1576) grad_norm 190.2791 (239.3548) embed_mse 1330.2404 (1313.0578) mask_bce 0.2739 (0.2514) mask_dice 0.8366 (0.8484) mem 21940MB +[2025-12-25 06:32:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][850/1573] eta 0:09:20 lr 0.000027 time 0.4169 (0.7754) loss 1358.1208 (1314.2108) grad_norm 259.5795 (239.5456) embed_mse 1357.0070 (1313.1109) mask_bce 0.2873 (0.2514) mask_dice 0.8266 (0.8484) mem 21940MB +[2025-12-25 06:32:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][860/1573] eta 0:09:12 lr 0.000027 time 0.4214 (0.7744) loss 1344.7417 (1314.4800) grad_norm 282.1604 (239.9439) embed_mse 1343.6680 (1313.3801) mask_bce 0.2111 (0.2515) mask_dice 0.8625 (0.8484) mem 21940MB +[2025-12-25 06:33:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][870/1573] eta 0:09:04 lr 0.000027 time 0.4261 (0.7742) loss 1361.2369 (1314.3578) grad_norm 217.2664 (239.7339) embed_mse 1360.1415 (1313.2578) mask_bce 0.2511 (0.2516) mask_dice 0.8444 (0.8484) mem 21940MB +[2025-12-25 06:33:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][880/1573] eta 0:08:54 lr 0.000027 time 0.4282 (0.7713) loss 1291.7151 (1314.3121) grad_norm 158.6292 (238.5965) embed_mse 1290.5994 (1313.2121) mask_bce 0.2874 (0.2515) mask_dice 0.8284 (0.8485) mem 21940MB +[2025-12-25 06:33:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][890/1573] eta 0:08:45 lr 0.000027 time 0.4277 (0.7699) loss 1319.1370 (1314.2161) grad_norm 256.9844 (238.7622) embed_mse 1318.0256 (1313.1160) mask_bce 0.2910 (0.2517) mask_dice 0.8203 (0.8484) mem 21940MB +[2025-12-25 06:33:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][900/1573] eta 0:08:38 lr 0.000026 time 0.4176 (0.7704) loss 1327.2306 (1314.2220) grad_norm 281.6252 (239.1449) embed_mse 1326.1396 (1313.1219) mask_bce 0.2360 (0.2517) mask_dice 0.8550 (0.8484) mem 21940MB +[2025-12-25 06:33:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][910/1573] eta 0:08:29 lr 0.000026 time 0.4197 (0.7679) loss 1318.4397 (1314.2009) grad_norm 341.2617 (240.0486) embed_mse 1317.3661 (1313.1006) mask_bce 0.2426 (0.2519) mask_dice 0.8309 (0.8483) mem 21940MB +[2025-12-25 06:33:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][920/1573] eta 0:08:21 lr 0.000026 time 0.4201 (0.7683) loss 1341.4720 (1314.2946) grad_norm 260.5491 (239.6604) embed_mse 1340.3047 (1313.1943) mask_bce 0.2919 (0.2518) mask_dice 0.8755 (0.8484) mem 21940MB +[2025-12-25 06:33:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][930/1573] eta 0:08:12 lr 0.000026 time 0.4143 (0.7663) loss 1291.2960 (1314.3051) grad_norm 192.5724 (239.2544) embed_mse 1290.1987 (1313.2048) mask_bce 0.2617 (0.2518) mask_dice 0.8355 (0.8484) mem 21940MB +[2025-12-25 06:33:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][940/1573] eta 0:08:04 lr 0.000026 time 0.4274 (0.7656) loss 1310.8672 (1314.2551) grad_norm 375.6241 (240.4200) embed_mse 1309.7568 (1313.1550) mask_bce 0.2444 (0.2517) mask_dice 0.8660 (0.8484) mem 21940MB +[2025-12-25 06:33:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][950/1573] eta 0:07:56 lr 0.000026 time 0.4192 (0.7642) loss 1394.8969 (1314.3382) grad_norm 417.7576 (241.9229) embed_mse 1393.7860 (1313.2380) mask_bce 0.2756 (0.2518) mask_dice 0.8352 (0.8483) mem 21940MB +[2025-12-25 06:34:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][960/1573] eta 0:07:48 lr 0.000026 time 0.4181 (0.7646) loss 1286.5409 (1314.1046) grad_norm 221.0484 (241.8483) embed_mse 1285.4696 (1313.0046) mask_bce 0.2199 (0.2517) mask_dice 0.8514 (0.8483) mem 21940MB +[2025-12-25 06:34:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][970/1573] eta 0:07:42 lr 0.000026 time 0.4195 (0.7665) loss 1340.0062 (1314.1982) grad_norm 253.5290 (241.9448) embed_mse 1338.9023 (1313.0982) mask_bce 0.2641 (0.2516) mask_dice 0.8398 (0.8484) mem 21940MB +[2025-12-25 06:34:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][980/1573] eta 0:07:38 lr 0.000026 time 0.4170 (0.7728) loss 1310.7756 (1314.1618) grad_norm 473.0593 (243.8391) embed_mse 1309.6820 (1313.0618) mask_bce 0.2435 (0.2516) mask_dice 0.8501 (0.8484) mem 21940MB +[2025-12-25 06:34:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][990/1573] eta 0:07:29 lr 0.000026 time 0.4531 (0.7716) loss 1333.4769 (1314.2200) grad_norm 261.9362 (243.9863) embed_mse 1332.3873 (1313.1201) mask_bce 0.2636 (0.2515) mask_dice 0.8261 (0.8484) mem 21940MB +[2025-12-25 06:34:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1000/1573] eta 0:07:25 lr 0.000026 time 0.4200 (0.7773) loss 1356.2795 (1314.1679) grad_norm 182.8390 (243.2688) embed_mse 1355.1584 (1313.0679) mask_bce 0.2700 (0.2515) mask_dice 0.8511 (0.8484) mem 21940MB +[2025-12-25 06:35:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1010/1573] eta 0:07:18 lr 0.000026 time 0.4192 (0.7788) loss 1327.5332 (1313.9792) grad_norm 299.1828 (243.7126) embed_mse 1326.4572 (1312.8792) mask_bce 0.2269 (0.2516) mask_dice 0.8492 (0.8484) mem 21940MB +[2025-12-25 06:35:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1020/1573] eta 0:07:14 lr 0.000026 time 0.4200 (0.7860) loss 1295.2808 (1314.0071) grad_norm 157.4348 (243.0332) embed_mse 1294.1924 (1312.9071) mask_bce 0.2292 (0.2515) mask_dice 0.8591 (0.8485) mem 21940MB +[2025-12-25 06:35:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1030/1573] eta 0:07:07 lr 0.000026 time 0.4185 (0.7876) loss 1347.0187 (1314.1843) grad_norm 297.3176 (243.4573) embed_mse 1345.9265 (1313.0844) mask_bce 0.2513 (0.2514) mask_dice 0.8408 (0.8485) mem 21940MB +[2025-12-25 06:35:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1040/1573] eta 0:06:58 lr 0.000026 time 0.4472 (0.7843) loss 1228.8383 (1314.2435) grad_norm 214.6287 (244.2846) embed_mse 1227.7469 (1313.1437) mask_bce 0.2491 (0.2515) mask_dice 0.8422 (0.8484) mem 21940MB +[2025-12-25 06:35:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1050/1573] eta 0:06:52 lr 0.000026 time 0.4199 (0.7879) loss 1313.3787 (1314.2305) grad_norm 183.3466 (243.8194) embed_mse 1312.2687 (1313.1307) mask_bce 0.2690 (0.2515) mask_dice 0.8410 (0.8483) mem 21940MB +[2025-12-25 06:35:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1060/1573] eta 0:06:42 lr 0.000026 time 0.4190 (0.7849) loss 1310.9463 (1314.2242) grad_norm 296.4251 (244.2180) embed_mse 1309.8606 (1313.1242) mask_bce 0.2291 (0.2517) mask_dice 0.8567 (0.8484) mem 21940MB +[2025-12-25 06:35:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1070/1573] eta 0:06:36 lr 0.000026 time 0.4174 (0.7886) loss 1308.7620 (1314.1796) grad_norm 213.4777 (243.9868) embed_mse 1307.6615 (1313.0796) mask_bce 0.2833 (0.2516) mask_dice 0.8171 (0.8484) mem 21940MB +[2025-12-25 06:36:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1080/1573] eta 0:06:27 lr 0.000026 time 0.4149 (0.7867) loss 1213.9071 (1314.2785) grad_norm 195.7686 (243.1450) embed_mse 1212.7988 (1313.1785) mask_bce 0.2749 (0.2518) mask_dice 0.8333 (0.8483) mem 21940MB +[2025-12-25 06:36:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1090/1573] eta 0:06:20 lr 0.000026 time 0.4436 (0.7879) loss 1301.0923 (1314.1842) grad_norm 187.6614 (242.7370) embed_mse 1300.0383 (1313.0841) mask_bce 0.1781 (0.2517) mask_dice 0.8759 (0.8483) mem 21940MB +[2025-12-25 06:36:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1100/1573] eta 0:06:13 lr 0.000026 time 0.4475 (0.7886) loss 1310.6694 (1314.2798) grad_norm 211.0065 (242.5054) embed_mse 1309.5583 (1313.1797) mask_bce 0.2869 (0.2517) mask_dice 0.8241 (0.8483) mem 21940MB +[2025-12-25 06:36:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1110/1573] eta 0:06:05 lr 0.000026 time 0.4462 (0.7888) loss 1347.4158 (1314.3586) grad_norm 155.2688 (241.8733) embed_mse 1346.3081 (1313.2585) mask_bce 0.2812 (0.2518) mask_dice 0.8265 (0.8483) mem 21940MB +[2025-12-25 06:36:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1120/1573] eta 0:05:57 lr 0.000026 time 0.4395 (0.7890) loss 1281.8429 (1314.1272) grad_norm 226.1577 (241.7908) embed_mse 1280.7448 (1313.0271) mask_bce 0.2441 (0.2518) mask_dice 0.8540 (0.8484) mem 21940MB +[2025-12-25 06:36:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1130/1573] eta 0:05:48 lr 0.000026 time 0.4194 (0.7859) loss 1318.6562 (1314.1065) grad_norm 249.2772 (241.8439) embed_mse 1317.5289 (1313.0062) mask_bce 0.2768 (0.2519) mask_dice 0.8504 (0.8484) mem 21940MB +[2025-12-25 06:36:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1140/1573] eta 0:05:39 lr 0.000026 time 0.4224 (0.7844) loss 1321.9752 (1314.0330) grad_norm 194.6815 (241.5117) embed_mse 1320.8783 (1312.9327) mask_bce 0.2505 (0.2520) mask_dice 0.8465 (0.8483) mem 21940MB +[2025-12-25 06:36:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1150/1573] eta 0:05:32 lr 0.000026 time 0.4223 (0.7870) loss 1319.3562 (1313.9542) grad_norm 228.7610 (241.4226) embed_mse 1318.2570 (1312.8538) mask_bce 0.2481 (0.2521) mask_dice 0.8512 (0.8483) mem 21940MB +[2025-12-25 06:37:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1160/1573] eta 0:05:25 lr 0.000026 time 0.4166 (0.7885) loss 1278.1962 (1313.7353) grad_norm 178.5350 (241.1591) embed_mse 1277.1207 (1312.6349) mask_bce 0.2056 (0.2521) mask_dice 0.8699 (0.8484) mem 21940MB +[2025-12-25 06:37:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1170/1573] eta 0:05:17 lr 0.000026 time 0.4145 (0.7874) loss 1323.4840 (1313.7092) grad_norm 265.3938 (241.3251) embed_mse 1322.4100 (1312.6089) mask_bce 0.2083 (0.2519) mask_dice 0.8656 (0.8484) mem 21940MB +[2025-12-25 06:37:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1180/1573] eta 0:05:09 lr 0.000026 time 0.4187 (0.7883) loss 1255.6582 (1313.6996) grad_norm 310.0464 (241.7926) embed_mse 1254.5596 (1312.5993) mask_bce 0.2457 (0.2519) mask_dice 0.8530 (0.8485) mem 21940MB +[2025-12-25 06:37:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1190/1573] eta 0:05:01 lr 0.000026 time 0.4156 (0.7875) loss 1314.1094 (1313.7936) grad_norm 193.7152 (241.4678) embed_mse 1312.9991 (1312.6932) mask_bce 0.2643 (0.2518) mask_dice 0.8460 (0.8485) mem 21940MB +[2025-12-25 06:37:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1200/1573] eta 0:04:55 lr 0.000026 time 0.4233 (0.7932) loss 1326.7295 (1313.9417) grad_norm 241.8415 (241.9237) embed_mse 1325.6272 (1312.8414) mask_bce 0.2704 (0.2518) mask_dice 0.8320 (0.8485) mem 21940MB +[2025-12-25 06:37:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1210/1573] eta 0:04:46 lr 0.000026 time 0.4167 (0.7901) loss 1354.2378 (1313.8499) grad_norm 176.5486 (241.4907) embed_mse 1353.1685 (1312.7496) mask_bce 0.2282 (0.2519) mask_dice 0.8412 (0.8484) mem 21940MB +[2025-12-25 06:37:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1220/1573] eta 0:04:39 lr 0.000026 time 0.4232 (0.7912) loss 1309.6672 (1313.8981) grad_norm 146.3584 (240.8649) embed_mse 1308.5516 (1312.7978) mask_bce 0.2857 (0.2519) mask_dice 0.8298 (0.8484) mem 21940MB +[2025-12-25 06:38:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1230/1573] eta 0:04:32 lr 0.000026 time 0.4221 (0.7939) loss 1265.6332 (1314.0447) grad_norm 157.2848 (240.3186) embed_mse 1264.5358 (1312.9442) mask_bce 0.2748 (0.2521) mask_dice 0.8227 (0.8484) mem 21940MB +[2025-12-25 06:38:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1240/1573] eta 0:04:23 lr 0.000026 time 0.6897 (0.7927) loss 1209.6598 (1313.9478) grad_norm 196.1985 (239.4835) embed_mse 1208.5615 (1312.8473) mask_bce 0.2507 (0.2522) mask_dice 0.8476 (0.8484) mem 21940MB +[2025-12-25 06:38:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1250/1573] eta 0:04:16 lr 0.000026 time 0.4180 (0.7929) loss 1343.9108 (1313.9681) grad_norm 285.9122 (239.7812) embed_mse 1342.8230 (1312.8675) mask_bce 0.2197 (0.2522) mask_dice 0.8681 (0.8484) mem 21940MB +[2025-12-25 06:38:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1260/1573] eta 0:04:10 lr 0.000026 time 7.4780 (0.7991) loss 1333.1641 (1314.0823) grad_norm 223.2587 (239.6759) embed_mse 1332.0648 (1312.9817) mask_bce 0.2610 (0.2522) mask_dice 0.8382 (0.8484) mem 21940MB +[2025-12-25 06:38:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1270/1573] eta 0:04:02 lr 0.000026 time 0.4232 (0.7996) loss 1370.9222 (1314.1290) grad_norm 276.9554 (239.9119) embed_mse 1369.8094 (1313.0282) mask_bce 0.2800 (0.2524) mask_dice 0.8328 (0.8484) mem 21940MB +[2025-12-25 06:38:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1280/1573] eta 0:03:54 lr 0.000026 time 0.4197 (0.7999) loss 1277.5453 (1314.0966) grad_norm 211.8422 (239.7615) embed_mse 1276.4207 (1312.9958) mask_bce 0.2780 (0.2524) mask_dice 0.8467 (0.8484) mem 21940MB +[2025-12-25 06:39:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1290/1573] eta 0:03:45 lr 0.000026 time 0.4202 (0.7975) loss 1209.0804 (1314.0950) grad_norm 204.8926 (239.5450) embed_mse 1207.9922 (1312.9943) mask_bce 0.2281 (0.2523) mask_dice 0.8602 (0.8485) mem 21940MB +[2025-12-25 06:39:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1300/1573] eta 0:03:37 lr 0.000026 time 0.4290 (0.7962) loss 1340.8682 (1314.1325) grad_norm 207.8327 (239.3492) embed_mse 1339.7566 (1313.0317) mask_bce 0.2729 (0.2523) mask_dice 0.8387 (0.8485) mem 21940MB +[2025-12-25 06:39:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1310/1573] eta 0:03:30 lr 0.000026 time 0.4191 (0.8021) loss 1309.7893 (1314.1125) grad_norm 197.2933 (239.0912) embed_mse 1308.7006 (1313.0118) mask_bce 0.2397 (0.2522) mask_dice 0.8490 (0.8486) mem 21940MB +[2025-12-25 06:39:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1320/1573] eta 0:03:23 lr 0.000026 time 0.4216 (0.8047) loss 1274.6211 (1313.9748) grad_norm 212.6763 (239.6055) embed_mse 1273.5232 (1312.8741) mask_bce 0.2346 (0.2521) mask_dice 0.8633 (0.8486) mem 21940MB +[2025-12-25 06:39:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1330/1573] eta 0:03:15 lr 0.000026 time 0.6610 (0.8037) loss 1368.7721 (1314.0273) grad_norm 300.6668 (239.9733) embed_mse 1367.6798 (1312.9266) mask_bce 0.2119 (0.2521) mask_dice 0.8804 (0.8486) mem 21940MB +[2025-12-25 06:39:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1340/1573] eta 0:03:07 lr 0.000026 time 0.4208 (0.8041) loss 1322.1121 (1313.9080) grad_norm 404.4910 (240.9585) embed_mse 1320.9795 (1312.8072) mask_bce 0.3060 (0.2522) mask_dice 0.8265 (0.8486) mem 21940MB +[2025-12-25 06:39:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1350/1573] eta 0:02:59 lr 0.000026 time 0.4256 (0.8041) loss 1278.2471 (1313.8182) grad_norm 178.3235 (240.5856) embed_mse 1277.1318 (1312.7175) mask_bce 0.2753 (0.2523) mask_dice 0.8400 (0.8485) mem 21940MB +[2025-12-25 06:40:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1360/1573] eta 0:02:51 lr 0.000026 time 0.4321 (0.8071) loss 1317.1238 (1313.7101) grad_norm 372.4219 (241.3429) embed_mse 1316.0288 (1312.6094) mask_bce 0.2444 (0.2522) mask_dice 0.8505 (0.8485) mem 21940MB +[2025-12-25 06:40:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1370/1573] eta 0:02:43 lr 0.000026 time 0.4193 (0.8063) loss 1327.0409 (1313.6927) grad_norm 459.6740 (242.6197) embed_mse 1325.9396 (1312.5920) mask_bce 0.2262 (0.2521) mask_dice 0.8751 (0.8485) mem 21940MB +[2025-12-25 06:40:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1380/1573] eta 0:02:36 lr 0.000026 time 10.2273 (0.8117) loss 1297.6150 (1313.6783) grad_norm 260.4097 (242.7232) embed_mse 1296.5000 (1312.5775) mask_bce 0.2700 (0.2523) mask_dice 0.8450 (0.8485) mem 21940MB +[2025-12-25 06:40:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1390/1573] eta 0:02:29 lr 0.000026 time 0.4251 (0.8190) loss 1267.6790 (1313.5496) grad_norm 298.3159 (243.0445) embed_mse 1266.5872 (1312.4488) mask_bce 0.1891 (0.2522) mask_dice 0.9027 (0.8485) mem 21940MB +[2025-12-25 06:41:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1400/1573] eta 0:02:21 lr 0.000026 time 0.4428 (0.8195) loss 1277.4950 (1313.6080) grad_norm 238.7093 (243.9838) embed_mse 1276.3992 (1312.5072) mask_bce 0.2710 (0.2523) mask_dice 0.8249 (0.8485) mem 21940MB +[2025-12-25 06:41:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1410/1573] eta 0:02:14 lr 0.000026 time 0.4220 (0.8250) loss 1308.3004 (1313.5412) grad_norm 215.5722 (243.8224) embed_mse 1307.2152 (1312.4405) mask_bce 0.2252 (0.2522) mask_dice 0.8599 (0.8485) mem 21940MB +[2025-12-25 06:41:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1420/1573] eta 0:02:06 lr 0.000026 time 1.9165 (0.8266) loss 1335.1584 (1313.5337) grad_norm 245.5856 (243.8324) embed_mse 1334.0687 (1312.4330) mask_bce 0.2424 (0.2522) mask_dice 0.8474 (0.8485) mem 21940MB +[2025-12-25 06:41:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1430/1573] eta 0:01:58 lr 0.000026 time 0.4236 (0.8261) loss 1307.2941 (1313.5105) grad_norm 345.8561 (244.4055) embed_mse 1306.1901 (1312.4099) mask_bce 0.2843 (0.2521) mask_dice 0.8197 (0.8485) mem 21940MB +[2025-12-25 06:41:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1440/1573] eta 0:01:50 lr 0.000026 time 0.4367 (0.8289) loss 1379.9442 (1313.5704) grad_norm 384.4113 (246.2756) embed_mse 1378.8547 (1312.4698) mask_bce 0.2325 (0.2520) mask_dice 0.8570 (0.8486) mem 21940MB +[2025-12-25 06:41:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1450/1573] eta 0:01:42 lr 0.000026 time 0.4279 (0.8299) loss 1291.2108 (1313.6961) grad_norm 469.5764 (247.5093) embed_mse 1290.1263 (1312.5955) mask_bce 0.2366 (0.2520) mask_dice 0.8479 (0.8486) mem 21940MB +[2025-12-25 06:42:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1460/1573] eta 0:01:34 lr 0.000026 time 9.8874 (0.8350) loss 1197.4573 (1313.6009) grad_norm 233.9249 (247.4347) embed_mse 1196.3499 (1312.5002) mask_bce 0.2570 (0.2521) mask_dice 0.8505 (0.8486) mem 21940MB +[2025-12-25 06:42:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1470/1573] eta 0:01:25 lr 0.000026 time 0.4209 (0.8339) loss 1364.6906 (1313.5289) grad_norm 170.1858 (247.0126) embed_mse 1363.4893 (1312.4280) mask_bce 0.3638 (0.2523) mask_dice 0.8374 (0.8486) mem 21940MB +[2025-12-25 06:42:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1480/1573] eta 0:01:17 lr 0.000026 time 0.4358 (0.8327) loss 1301.2891 (1313.3561) grad_norm 229.5405 (246.4013) embed_mse 1300.1984 (1312.2552) mask_bce 0.2469 (0.2522) mask_dice 0.8437 (0.8486) mem 21940MB +[2025-12-25 06:42:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1490/1573] eta 0:01:09 lr 0.000026 time 0.4301 (0.8352) loss 1331.1688 (1313.4416) grad_norm 372.3985 (247.0787) embed_mse 1330.0975 (1312.3408) mask_bce 0.2088 (0.2521) mask_dice 0.8626 (0.8487) mem 21940MB +[2025-12-25 06:42:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1500/1573] eta 0:01:00 lr 0.000026 time 0.4430 (0.8330) loss 1406.5825 (1313.4848) grad_norm 330.1405 (247.5229) embed_mse 1405.5166 (1312.3840) mask_bce 0.1874 (0.2521) mask_dice 0.8784 (0.8487) mem 21940MB +[2025-12-25 06:42:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1510/1573] eta 0:00:52 lr 0.000026 time 0.4370 (0.8365) loss 1388.2826 (1313.5119) grad_norm 284.2354 (247.7182) embed_mse 1387.1841 (1312.4112) mask_bce 0.2508 (0.2520) mask_dice 0.8477 (0.8487) mem 21940MB +[2025-12-25 06:43:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1520/1573] eta 0:00:44 lr 0.000025 time 0.4289 (0.8354) loss 1316.1447 (1313.4140) grad_norm 262.3556 (248.0927) embed_mse 1315.0437 (1312.3133) mask_bce 0.2542 (0.2521) mask_dice 0.8467 (0.8486) mem 21940MB +[2025-12-25 06:43:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1530/1573] eta 0:00:35 lr 0.000025 time 0.4181 (0.8350) loss 1396.5342 (1313.3207) grad_norm 165.0813 (247.6581) embed_mse 1395.4520 (1312.2201) mask_bce 0.2182 (0.2519) mask_dice 0.8640 (0.8487) mem 21940MB +[2025-12-25 06:43:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1540/1573] eta 0:00:27 lr 0.000025 time 0.4442 (0.8394) loss 1318.2700 (1313.3086) grad_norm 315.2247 (248.0100) embed_mse 1317.1685 (1312.2080) mask_bce 0.2610 (0.2520) mask_dice 0.8406 (0.8487) mem 21940MB +[2025-12-25 06:43:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1550/1573] eta 0:00:19 lr 0.000025 time 6.3087 (0.8406) loss 1330.0739 (1313.2416) grad_norm 335.4770 (248.4632) embed_mse 1328.9237 (1312.1409) mask_bce 0.3300 (0.2520) mask_dice 0.8202 (0.8487) mem 21940MB +[2025-12-25 06:43:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1560/1573] eta 0:00:10 lr 0.000025 time 0.4195 (0.8404) loss 1353.8055 (1313.3465) grad_norm 198.5730 (248.0936) embed_mse 1352.7417 (1312.2459) mask_bce 0.1839 (0.2518) mask_dice 0.8799 (0.8487) mem 21940MB +[2025-12-25 06:43:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1570/1573] eta 0:00:02 lr 0.000025 time 0.4328 (0.8391) loss 1325.8988 (1313.3845) grad_norm 252.9816 (248.1185) embed_mse 1324.7944 (1312.2839) mask_bce 0.2389 (0.2519) mask_dice 0.8654 (0.8488) mem 21940MB +[2025-12-25 06:43:52 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 14 training takes 0:21:59 +[2025-12-25 06:43:52 geometry_finetune_default] (utils.py 296): INFO output_geometry_finetune/es_rv_m/ckpt_epoch_14.pth saving...... +[2025-12-25 06:45:01 geometry_finetune_default] (utils.py 298): INFO output_geometry_finetune/es_rv_m/ckpt_epoch_14.pth saved !!! +[2025-12-25 06:45:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][0/1573] eta 1:56:18 lr 0.000025 time 4.4362 (4.4362) loss 1284.3975 (1284.3975) grad_norm 0.0000 (0.0000) embed_mse 1283.3068 (1283.3068) mask_bce 0.2541 (0.2541) mask_dice 0.8366 (0.8366) mem 21940MB +[2025-12-25 06:45:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][10/1573] eta 0:45:32 lr 0.000025 time 0.4267 (1.7482) loss 1283.3552 (1309.0424) grad_norm 284.3284 (284.3284) embed_mse 1282.2688 (1307.9443) mask_bce 0.2294 (0.2520) mask_dice 0.8571 (0.8461) mem 21940MB +[2025-12-25 06:45:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][20/1573] eta 0:28:59 lr 0.000025 time 0.4238 (1.1202) loss 1320.5238 (1305.6000) grad_norm 183.3529 (233.8407) embed_mse 1319.3933 (1304.5015) mask_bce 0.3147 (0.2568) mask_dice 0.8158 (0.8418) mem 21940MB +[2025-12-25 06:45:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][30/1573] eta 0:24:55 lr 0.000025 time 0.4270 (0.9689) loss 1374.9595 (1305.3336) grad_norm 211.0181 (226.2332) embed_mse 1373.8518 (1304.2370) mask_bce 0.2674 (0.2532) mask_dice 0.8402 (0.8434) mem 21940MB +[2025-12-25 06:45:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][40/1573] eta 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06:46:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][140/1573] eta 0:19:56 lr 0.000025 time 0.4188 (0.8353) loss 1336.5132 (1311.2219) grad_norm 239.5100 (244.3380) embed_mse 1335.4323 (1310.1227) mask_bce 0.2336 (0.2526) mask_dice 0.8473 (0.8465) mem 21940MB +[2025-12-25 06:47:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][150/1573] eta 0:19:49 lr 0.000025 time 0.4245 (0.8357) loss 1314.6476 (1311.1421) grad_norm 269.1414 (245.7160) embed_mse 1313.5490 (1310.0420) mask_bce 0.2587 (0.2535) mask_dice 0.8400 (0.8466) mem 21940MB +[2025-12-25 06:47:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][160/1573] eta 0:19:26 lr 0.000025 time 0.4460 (0.8253) loss 1307.0458 (1310.6927) grad_norm 234.0802 (240.7576) embed_mse 1305.9619 (1309.5929) mask_bce 0.2329 (0.2526) mask_dice 0.8509 (0.8471) mem 21940MB +[2025-12-25 06:47:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][170/1573] eta 0:19:09 lr 0.000025 time 3.4484 (0.8196) loss 1378.1901 (1310.9224) grad_norm 322.9349 (244.6709) embed_mse 1377.0962 (1309.8233) mask_bce 0.2683 (0.2525) mask_dice 0.8255 (0.8466) mem 21940MB +[2025-12-25 06:47:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][180/1573] eta 0:18:48 lr 0.000025 time 0.4213 (0.8100) loss 1249.9503 (1310.3437) grad_norm 328.3156 (248.4729) embed_mse 1248.8555 (1309.2445) mask_bce 0.2533 (0.2526) mask_dice 0.8415 (0.8466) mem 21940MB +[2025-12-25 06:47:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][190/1573] eta 0:18:31 lr 0.000025 time 0.4380 (0.8037) loss 1312.0569 (1309.7247) grad_norm 287.9936 (250.1912) embed_mse 1310.9486 (1308.6258) mask_bce 0.2704 (0.2524) mask_dice 0.8379 (0.8465) mem 21940MB +[2025-12-25 06:47:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][200/1573] eta 0:18:21 lr 0.000025 time 0.4372 (0.8022) loss 1313.0193 (1309.9739) grad_norm 218.6303 (253.3856) embed_mse 1311.8845 (1308.8751) mask_bce 0.3179 (0.2523) mask_dice 0.8169 (0.8466) mem 21940MB +[2025-12-25 06:47:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][210/1573] eta 0:18:08 lr 0.000025 time 0.4459 (0.7985) loss 1276.9441 (1310.7992) grad_norm 272.3300 (254.1143) embed_mse 1275.8561 (1309.7004) mask_bce 0.2406 (0.2521) mask_dice 0.8475 (0.8468) mem 21940MB +[2025-12-25 06:47:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][220/1573] eta 0:18:03 lr 0.000025 time 0.4299 (0.8010) loss 1292.3214 (1310.3052) grad_norm 219.4145 (252.8291) embed_mse 1291.1932 (1309.2048) mask_bce 0.2963 (0.2539) mask_dice 0.8319 (0.8465) mem 21940MB +[2025-12-25 06:48:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][230/1573] eta 0:17:35 lr 0.000025 time 0.4487 (0.7857) loss 1292.1763 (1310.5780) grad_norm 386.5638 (257.6053) 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geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][300/1573] eta 0:16:39 lr 0.000025 time 0.4276 (0.7852) loss 1354.6581 (1311.4222) grad_norm 262.0325 (251.5305) embed_mse 1353.5546 (1310.3217) mask_bce 0.2541 (0.2537) mask_dice 0.8493 (0.8469) mem 21940MB +[2025-12-25 06:49:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][310/1573] eta 0:16:41 lr 0.000025 time 0.4335 (0.7931) loss 1266.6008 (1311.5080) grad_norm 243.8869 (251.3293) embed_mse 1265.5320 (1310.4073) mask_bce 0.2191 (0.2537) mask_dice 0.8498 (0.8470) mem 21940MB +[2025-12-25 06:49:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][320/1573] eta 0:16:40 lr 0.000025 time 0.4284 (0.7986) loss 1258.3900 (1311.4927) grad_norm 168.6003 (249.6267) embed_mse 1257.2994 (1310.3920) mask_bce 0.2370 (0.2537) mask_dice 0.8536 (0.8470) mem 21940MB +[2025-12-25 06:49:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][330/1573] eta 0:16:30 lr 0.000025 time 0.4179 (0.7969) loss 1308.1218 (1311.7003) grad_norm 164.3050 (247.5457) embed_mse 1307.0300 (1310.5996) mask_bce 0.2242 (0.2536) mask_dice 0.8676 (0.8471) mem 21940MB +[2025-12-25 06:49:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][340/1573] eta 0:16:09 lr 0.000025 time 0.4207 (0.7859) loss 1265.9126 (1311.6896) grad_norm 354.4081 (250.0900) embed_mse 1264.8171 (1310.5888) mask_bce 0.2587 (0.2536) mask_dice 0.8368 (0.8472) mem 21940MB +[2025-12-25 06:49:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][350/1573] eta 0:15:55 lr 0.000025 time 0.4368 (0.7811) loss 1281.2788 (1311.3591) grad_norm 176.9449 (248.3890) embed_mse 1280.1949 (1310.2588) mask_bce 0.2330 (0.2528) mask_dice 0.8508 (0.8475) mem 21940MB +[2025-12-25 06:49:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][360/1573] eta 0:16:11 lr 0.000025 time 0.4226 (0.8007) loss 1320.4456 (1311.4109) grad_norm 308.5630 (249.0800) embed_mse 1319.3546 (1310.3103) mask_bce 0.2530 (0.2531) mask_dice 0.8380 (0.8475) mem 21940MB +[2025-12-25 06:49:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][370/1573] eta 0:15:52 lr 0.000025 time 0.4510 (0.7921) loss 1308.7522 (1311.4283) grad_norm 187.7555 (247.7468) embed_mse 1307.6603 (1310.3279) mask_bce 0.2123 (0.2527) mask_dice 0.8796 (0.8478) mem 21940MB +[2025-12-25 06:50:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][380/1573] eta 0:15:52 lr 0.000025 time 0.4211 (0.7986) loss 1310.2792 (1311.0012) grad_norm 161.6334 (245.9146) embed_mse 1309.1964 (1309.9006) mask_bce 0.2358 (0.2527) mask_dice 0.8469 (0.8479) mem 21940MB +[2025-12-25 06:50:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][390/1573] eta 0:15:33 lr 0.000025 time 0.4183 (0.7890) loss 1297.5077 (1311.0250) grad_norm 191.1511 (244.7737) embed_mse 1296.4285 (1309.9247) mask_bce 0.2182 (0.2521) mask_dice 0.8611 (0.8482) mem 21940MB +[2025-12-25 06:50:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][400/1573] eta 0:15:38 lr 0.000025 time 6.9931 (0.7999) loss 1343.9531 (1311.0505) grad_norm 299.5040 (245.9335) embed_mse 1342.8527 (1309.9502) mask_bce 0.2573 (0.2522) mask_dice 0.8432 (0.8481) mem 21940MB +[2025-12-25 06:50:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][410/1573] eta 0:15:19 lr 0.000025 time 0.4267 (0.7908) loss 1289.6237 (1310.8362) grad_norm 224.3697 (245.5107) embed_mse 1288.5486 (1309.7352) mask_bce 0.2131 (0.2528) mask_dice 0.8619 (0.8482) mem 21940MB +[2025-12-25 06:50:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][420/1573] eta 0:15:08 lr 0.000025 time 0.4276 (0.7879) loss 1299.0520 (1310.9843) grad_norm 187.2403 (244.3901) embed_mse 1297.9352 (1309.8831) mask_bce 0.2859 (0.2529) mask_dice 0.8310 (0.8482) mem 21940MB +[2025-12-25 06:50:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][430/1573] eta 0:14:58 lr 0.000025 time 0.4195 (0.7861) loss 1327.5117 (1311.2445) grad_norm 182.1430 (243.2156) embed_mse 1326.4382 (1310.1434) mask_bce 0.2263 (0.2528) mask_dice 0.8471 (0.8482) mem 21940MB +[2025-12-25 06:50:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][440/1573] eta 0:14:43 lr 0.000025 time 0.4427 (0.7797) loss 1307.3136 (1311.0709) grad_norm 337.7112 (244.9769) embed_mse 1306.2378 (1309.9698) mask_bce 0.2253 (0.2529) mask_dice 0.8504 (0.8483) mem 21940MB +[2025-12-25 06:50:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][450/1573] eta 0:14:44 lr 0.000025 time 0.4239 (0.7872) loss 1355.6919 (1311.3754) grad_norm 183.1878 (243.8735) embed_mse 1354.5997 (1310.2742) mask_bce 0.2442 (0.2531) mask_dice 0.8480 (0.8481) mem 21940MB +[2025-12-25 06:51:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][460/1573] eta 0:14:34 lr 0.000025 time 0.4412 (0.7854) loss 1312.5685 (1311.1460) grad_norm 337.0739 (245.5086) embed_mse 1311.4994 (1310.0450) mask_bce 0.2103 (0.2528) mask_dice 0.8588 (0.8481) mem 21940MB +[2025-12-25 06:51:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][470/1573] eta 0:14:20 lr 0.000025 time 0.4273 (0.7800) loss 1325.7426 (1311.2027) grad_norm 212.4756 (244.9391) embed_mse 1324.6406 (1310.1020) mask_bce 0.2345 (0.2523) mask_dice 0.8674 (0.8483) mem 21940MB +[2025-12-25 06:51:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][480/1573] eta 0:14:15 lr 0.000025 time 0.4462 (0.7827) loss 1313.5289 (1311.4677) grad_norm 212.3037 (244.2881) embed_mse 1312.3693 (1310.3669) mask_bce 0.3072 (0.2524) mask_dice 0.8525 (0.8484) mem 21940MB +[2025-12-25 06:51:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][490/1573] eta 0:14:00 lr 0.000025 time 0.4442 (0.7761) loss 1292.8009 (1311.9696) grad_norm 199.5377 (243.5544) embed_mse 1291.7229 (1310.8690) mask_bce 0.1832 (0.2521) mask_dice 0.8948 (0.8485) mem 21940MB +[2025-12-25 06:51:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][500/1573] eta 0:14:09 lr 0.000025 time 3.1970 (0.7917) loss 1280.7595 (1312.2863) grad_norm 169.7008 (242.3632) embed_mse 1279.6592 (1311.1857) mask_bce 0.2396 (0.2521) mask_dice 0.8608 (0.8485) mem 21940MB +[2025-12-25 06:51:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][510/1573] eta 0:13:56 lr 0.000025 time 0.4248 (0.7873) loss 1308.3062 (1312.3128) grad_norm 183.0389 (241.4216) embed_mse 1307.2081 (1311.2122) mask_bce 0.2565 (0.2520) mask_dice 0.8416 (0.8485) mem 21940MB +[2025-12-25 06:51:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][520/1573] eta 0:13:46 lr 0.000025 time 0.4168 (0.7850) loss 1338.9614 (1312.0603) grad_norm 200.7301 (240.5539) embed_mse 1337.8811 (1310.9599) mask_bce 0.2350 (0.2519) mask_dice 0.8453 (0.8485) mem 21940MB +[2025-12-25 06:52:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][530/1573] eta 0:13:44 lr 0.000025 time 0.4380 (0.7904) loss 1364.5918 (1312.2780) grad_norm 238.6816 (240.5255) embed_mse 1363.4933 (1311.1773) mask_bce 0.2422 (0.2521) mask_dice 0.8563 (0.8486) mem 21940MB +[2025-12-25 06:52:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][540/1573] eta 0:13:41 lr 0.000025 time 0.4186 (0.7955) loss 1340.1371 (1312.0665) grad_norm 182.2472 (239.6557) embed_mse 1339.0426 (1310.9658) mask_bce 0.2293 (0.2521) mask_dice 0.8652 (0.8486) mem 21940MB +[2025-12-25 06:52:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][550/1573] eta 0:13:34 lr 0.000024 time 0.4176 (0.7966) loss 1329.5717 (1312.0131) grad_norm 318.4806 (240.8149) embed_mse 1328.4591 (1310.9124) mask_bce 0.2714 (0.2520) mask_dice 0.8412 (0.8487) mem 21940MB +[2025-12-25 06:52:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][560/1573] eta 0:13:26 lr 0.000024 time 0.4205 (0.7964) loss 1279.2053 (1312.0505) grad_norm 146.5161 (239.0029) embed_mse 1278.0822 (1310.9498) mask_bce 0.2584 (0.2519) mask_dice 0.8648 (0.8487) mem 21940MB +[2025-12-25 06:52:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][570/1573] eta 0:13:22 lr 0.000024 time 0.4232 (0.7998) loss 1217.1918 (1311.9585) grad_norm 179.2183 (238.1608) embed_mse 1216.0999 (1310.8577) mask_bce 0.2464 (0.2522) mask_dice 0.8455 (0.8486) mem 21940MB +[2025-12-25 06:52:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][580/1573] eta 0:13:14 lr 0.000024 time 0.4189 (0.8000) loss 1340.8010 (1311.4859) grad_norm 239.9402 (238.1855) embed_mse 1339.7073 (1310.3853) mask_bce 0.2425 (0.2520) mask_dice 0.8514 (0.8485) mem 21940MB +[2025-12-25 06:52:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][590/1573] eta 0:13:02 lr 0.000024 time 0.4393 (0.7962) loss 1300.4170 (1311.5144) grad_norm 269.6682 (238.6168) embed_mse 1299.3124 (1310.4136) mask_bce 0.2681 (0.2525) mask_dice 0.8366 (0.8484) mem 21940MB +[2025-12-25 06:52:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][600/1573] eta 0:12:53 lr 0.000024 time 0.4181 (0.7952) loss 1264.8330 (1311.1417) grad_norm 247.8616 (239.2485) embed_mse 1263.7345 (1310.0411) mask_bce 0.2500 (0.2522) mask_dice 0.8485 (0.8484) mem 21940MB +[2025-12-25 06:53:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][610/1573] eta 0:13:00 lr 0.000024 time 0.4227 (0.8106) loss 1317.8430 (1311.3585) grad_norm 169.3161 (238.3283) embed_mse 1316.7455 (1310.2579) mask_bce 0.2366 (0.2521) mask_dice 0.8609 (0.8485) mem 21940MB +[2025-12-25 06:53:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][620/1573] eta 0:13:00 lr 0.000024 time 0.4441 (0.8191) loss 1361.4220 (1311.2461) grad_norm 146.8284 (237.1400) embed_mse 1360.3518 (1310.1455) mask_bce 0.2016 (0.2521) mask_dice 0.8687 (0.8485) mem 21940MB +[2025-12-25 06:53:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][630/1573] eta 0:12:46 lr 0.000024 time 0.4423 (0.8129) loss 1297.9788 (1311.4886) grad_norm 185.3641 (236.4762) embed_mse 1296.8787 (1310.3879) mask_bce 0.2569 (0.2522) mask_dice 0.8432 (0.8485) mem 21940MB +[2025-12-25 06:53:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][640/1573] eta 0:12:43 lr 0.000024 time 0.4409 (0.8185) loss 1287.9225 (1311.5314) grad_norm 185.0674 (235.2271) embed_mse 1286.8389 (1310.4308) mask_bce 0.2364 (0.2521) mask_dice 0.8471 (0.8485) mem 21940MB +[2025-12-25 06:54:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][650/1573] eta 0:12:44 lr 0.000024 time 0.4225 (0.8287) loss 1318.8359 (1311.3586) grad_norm 200.0031 (234.7922) embed_mse 1317.7599 (1310.2580) mask_bce 0.2253 (0.2520) mask_dice 0.8507 (0.8486) mem 21940MB +[2025-12-25 06:54:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][660/1573] eta 0:12:36 lr 0.000024 time 1.1665 (0.8288) loss 1306.6960 (1311.4144) grad_norm 232.1823 (234.7603) embed_mse 1305.5964 (1310.3136) mask_bce 0.2739 (0.2522) mask_dice 0.8257 (0.8485) mem 21940MB +[2025-12-25 06:54:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][670/1573] eta 0:12:31 lr 0.000024 time 0.4144 (0.8325) loss 1335.5707 (1311.3374) grad_norm 191.0383 (234.2336) embed_mse 1334.4460 (1310.2366) mask_bce 0.2727 (0.2521) mask_dice 0.8520 (0.8487) mem 21940MB +[2025-12-25 06:54:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][680/1573] eta 0:12:21 lr 0.000024 time 0.4279 (0.8303) loss 1252.5391 (1311.4188) grad_norm 195.4037 (234.0271) embed_mse 1251.4429 (1310.3182) mask_bce 0.2488 (0.2520) mask_dice 0.8475 (0.8486) mem 21940MB +[2025-12-25 06:54:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][690/1573] eta 0:12:16 lr 0.000024 time 0.4163 (0.8341) loss 1270.8521 (1311.4047) grad_norm 184.2899 (233.4487) embed_mse 1269.7529 (1310.3041) mask_bce 0.2493 (0.2519) mask_dice 0.8497 (0.8487) mem 21940MB +[2025-12-25 06:54:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][700/1573] eta 0:12:03 lr 0.000024 time 0.4171 (0.8292) loss 1345.8885 (1311.5925) grad_norm 241.7805 (233.5445) embed_mse 1344.7692 (1310.4915) mask_bce 0.3002 (0.2523) mask_dice 0.8192 (0.8487) mem 21940MB +[2025-12-25 06:54:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][710/1573] eta 0:11:55 lr 0.000024 time 0.4243 (0.8286) loss 1278.6943 (1311.7376) grad_norm 222.4858 (233.4189) embed_mse 1277.6195 (1310.6367) mask_bce 0.2012 (0.2522) mask_dice 0.8737 (0.8487) mem 21940MB +[2025-12-25 06:54:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][720/1573] eta 0:11:42 lr 0.000024 time 1.0484 (0.8241) loss 1360.5055 (1311.8106) grad_norm 230.0668 (233.1137) embed_mse 1359.4142 (1310.7097) mask_bce 0.2274 (0.2522) mask_dice 0.8638 (0.8487) mem 21940MB +[2025-12-25 06:55:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][730/1573] eta 0:11:38 lr 0.000024 time 0.4159 (0.8280) loss 1330.2706 (1311.9226) grad_norm 323.2783 (234.1045) embed_mse 1329.1665 (1310.8218) mask_bce 0.2634 (0.2521) mask_dice 0.8408 (0.8487) mem 21940MB +[2025-12-25 06:55:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][740/1573] eta 0:11:40 lr 0.000024 time 0.4191 (0.8414) loss 1329.6083 (1311.8965) grad_norm 244.3619 (234.2160) embed_mse 1328.5078 (1310.7957) mask_bce 0.2612 (0.2522) mask_dice 0.8392 (0.8486) mem 21940MB +[2025-12-25 06:55:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][750/1573] eta 0:11:30 lr 0.000024 time 0.4207 (0.8385) loss 1307.6222 (1312.0682) grad_norm 258.6578 (234.4788) embed_mse 1306.5144 (1310.9674) mask_bce 0.2605 (0.2522) mask_dice 0.8473 (0.8486) mem 21940MB +[2025-12-25 06:55:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][760/1573] eta 0:11:23 lr 0.000024 time 1.4287 (0.8406) loss 1284.8817 (1311.9508) grad_norm 234.7296 (234.1027) embed_mse 1283.8190 (1310.8502) mask_bce 0.1788 (0.2519) mask_dice 0.8839 (0.8488) mem 21940MB +[2025-12-25 06:55:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][770/1573] eta 0:11:17 lr 0.000024 time 0.4171 (0.8433) loss 1349.6877 (1312.0101) grad_norm 235.3520 (234.1158) embed_mse 1348.6018 (1310.9094) mask_bce 0.2420 (0.2521) mask_dice 0.8440 (0.8486) mem 21940MB +[2025-12-25 06:56:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][780/1573] eta 0:11:10 lr 0.000024 time 0.4231 (0.8456) loss 1306.4623 (1311.8577) grad_norm 201.9943 (233.7846) embed_mse 1305.3788 (1310.7570) mask_bce 0.2403 (0.2521) mask_dice 0.8431 (0.8485) mem 21940MB +[2025-12-25 06:56:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][790/1573] eta 0:11:03 lr 0.000024 time 0.4161 (0.8474) loss 1288.2477 (1311.8894) grad_norm 195.6066 (233.3950) embed_mse 1287.1730 (1310.7889) mask_bce 0.2320 (0.2519) mask_dice 0.8428 (0.8486) mem 21940MB +[2025-12-25 06:56:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][800/1573] eta 0:11:02 lr 0.000024 time 0.4293 (0.8570) loss 1303.9323 (1312.0290) grad_norm 202.1265 (232.7815) embed_mse 1302.8335 (1310.9286) mask_bce 0.2552 (0.2518) mask_dice 0.8435 (0.8486) mem 21940MB +[2025-12-25 06:56:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][810/1573] eta 0:10:54 lr 0.000024 time 0.4380 (0.8573) loss 1294.2920 (1311.9852) grad_norm 254.6648 (232.9982) embed_mse 1293.1968 (1310.8849) mask_bce 0.2536 (0.2517) mask_dice 0.8416 (0.8486) mem 21940MB +[2025-12-25 06:56:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][820/1573] eta 0:10:41 lr 0.000024 time 0.4288 (0.8526) loss 1346.6677 (1312.1597) grad_norm 167.8468 (232.3594) embed_mse 1345.5504 (1311.0594) mask_bce 0.2791 (0.2516) mask_dice 0.8383 (0.8486) mem 21940MB +[2025-12-25 06:56:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][830/1573] eta 0:10:32 lr 0.000024 time 0.4138 (0.8509) loss 1346.2765 (1312.1568) grad_norm 287.2846 (232.8927) embed_mse 1345.1720 (1311.0565) mask_bce 0.2533 (0.2517) mask_dice 0.8512 (0.8486) mem 21940MB +[2025-12-25 06:57:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][840/1573] eta 0:10:27 lr 0.000024 time 0.4189 (0.8561) loss 1352.1385 (1312.0972) grad_norm 176.3317 (232.6198) embed_mse 1351.0422 (1310.9968) mask_bce 0.2776 (0.2518) mask_dice 0.8187 (0.8485) mem 21940MB +[2025-12-25 06:57:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][850/1573] eta 0:10:16 lr 0.000024 time 0.4229 (0.8527) loss 1335.9059 (1311.8788) grad_norm 162.8948 (231.9621) embed_mse 1334.8131 (1310.7785) mask_bce 0.2629 (0.2519) mask_dice 0.8300 (0.8485) mem 21940MB +[2025-12-25 06:57:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][860/1573] eta 0:10:09 lr 0.000024 time 0.4164 (0.8542) loss 1299.0342 (1311.6990) grad_norm 203.9536 (231.7003) embed_mse 1297.9408 (1310.5988) mask_bce 0.2588 (0.2518) mask_dice 0.8346 (0.8484) mem 21940MB +[2025-12-25 06:57:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][870/1573] eta 0:10:04 lr 0.000024 time 0.4148 (0.8601) loss 1297.5564 (1311.5796) grad_norm 288.1259 (232.2227) embed_mse 1296.4913 (1310.4794) mask_bce 0.2025 (0.2518) mask_dice 0.8625 (0.8484) mem 21940MB +[2025-12-25 06:57:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][880/1573] eta 0:09:58 lr 0.000024 time 0.4366 (0.8633) loss 1326.3499 (1311.6133) grad_norm 291.7722 (232.2117) embed_mse 1325.2493 (1310.5131) mask_bce 0.2690 (0.2517) mask_dice 0.8315 (0.8484) mem 21940MB +[2025-12-25 06:57:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][890/1573] eta 0:09:51 lr 0.000024 time 0.4145 (0.8656) loss 1336.1218 (1311.6242) grad_norm 193.0480 (231.8589) embed_mse 1335.0118 (1310.5240) mask_bce 0.2528 (0.2516) mask_dice 0.8572 (0.8486) mem 21940MB +[2025-12-25 06:58:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][900/1573] eta 0:09:42 lr 0.000024 time 0.4171 (0.8652) loss 1337.1094 (1311.5741) grad_norm 224.0472 (231.7892) embed_mse 1335.9803 (1310.4737) mask_bce 0.2826 (0.2518) mask_dice 0.8465 (0.8487) mem 21940MB +[2025-12-25 06:58:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][910/1573] eta 0:09:31 lr 0.000024 time 0.4176 (0.8614) loss 1336.1548 (1311.6439) grad_norm 205.1697 (231.5536) embed_mse 1335.0547 (1310.5435) mask_bce 0.2355 (0.2517) mask_dice 0.8647 (0.8487) mem 21940MB +[2025-12-25 06:58:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][920/1573] eta 0:09:24 lr 0.000024 time 0.4193 (0.8639) loss 1321.0292 (1311.4912) grad_norm 281.5984 (231.6753) embed_mse 1319.9424 (1310.3906) mask_bce 0.2325 (0.2519) mask_dice 0.8543 (0.8487) mem 21940MB +[2025-12-25 06:58:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][930/1573] eta 0:09:12 lr 0.000024 time 0.4159 (0.8591) loss 1277.5148 (1311.5011) grad_norm 289.3402 (232.1724) embed_mse 1276.4136 (1310.4003) mask_bce 0.2355 (0.2520) mask_dice 0.8658 (0.8487) mem 21940MB +[2025-12-25 06:58:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][940/1573] eta 0:09:05 lr 0.000024 time 3.0212 (0.8619) loss 1304.8195 (1311.3662) grad_norm 205.8958 (231.9479) embed_mse 1303.7273 (1310.2655) mask_bce 0.2357 (0.2519) mask_dice 0.8565 (0.8488) mem 21940MB +[2025-12-25 06:58:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][950/1573] eta 0:09:02 lr 0.000024 time 0.4264 (0.8706) loss 1394.0863 (1311.5902) grad_norm 174.3125 (231.4594) embed_mse 1393.0256 (1310.4895) mask_bce 0.1965 (0.2520) mask_dice 0.8642 (0.8487) mem 21940MB +[2025-12-25 06:59:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][960/1573] eta 0:08:54 lr 0.000024 time 0.4242 (0.8727) loss 1243.9326 (1311.6930) grad_norm 268.4124 (231.2554) embed_mse 1242.8628 (1310.5923) mask_bce 0.1914 (0.2519) mask_dice 0.8784 (0.8488) mem 21940MB +[2025-12-25 06:59:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][970/1573] eta 0:08:44 lr 0.000024 time 0.4211 (0.8696) loss 1324.9926 (1311.6892) grad_norm 313.8871 (231.9383) embed_mse 1323.9148 (1310.5886) mask_bce 0.2366 (0.2518) mask_dice 0.8412 (0.8488) mem 21940MB +[2025-12-25 06:59:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][980/1573] eta 0:08:36 lr 0.000024 time 0.4194 (0.8703) loss 1292.5209 (1311.7012) grad_norm 360.7660 (232.9943) embed_mse 1291.4485 (1310.6007) mask_bce 0.2018 (0.2517) mask_dice 0.8704 (0.8488) mem 21940MB +[2025-12-25 06:59:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][990/1573] eta 0:08:26 lr 0.000024 time 1.0831 (0.8693) loss 1293.9303 (1311.8050) grad_norm 449.6576 (234.7558) embed_mse 1292.8461 (1310.7046) mask_bce 0.2238 (0.2517) mask_dice 0.8603 (0.8488) mem 21940MB +[2025-12-25 06:59:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1000/1573] eta 0:08:17 lr 0.000024 time 0.4612 (0.8682) loss 1254.7507 (1311.5787) grad_norm 248.2326 (234.5272) embed_mse 1253.6691 (1310.4783) mask_bce 0.2136 (0.2516) mask_dice 0.8680 (0.8488) mem 21940MB +[2025-12-25 06:59:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1010/1573] eta 0:08:08 lr 0.000024 time 1.8624 (0.8672) loss 1377.4905 (1311.5821) grad_norm 292.9565 (234.9910) embed_mse 1376.3655 (1310.4817) mask_bce 0.2842 (0.2516) mask_dice 0.8408 (0.8488) mem 21940MB +[2025-12-25 06:59:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1020/1573] eta 0:08:04 lr 0.000024 time 0.4215 (0.8753) loss 1342.8202 (1311.5041) grad_norm 238.3542 (235.0174) embed_mse 1341.7246 (1310.4037) mask_bce 0.2447 (0.2517) mask_dice 0.8509 (0.8488) mem 21940MB +[2025-12-25 07:00:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1030/1573] eta 0:07:55 lr 0.000024 time 0.4623 (0.8748) loss 1326.5365 (1311.5161) grad_norm 267.9640 (235.2748) embed_mse 1325.4287 (1310.4155) mask_bce 0.2712 (0.2519) mask_dice 0.8366 (0.8488) mem 21940MB +[2025-12-25 07:00:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1040/1573] eta 0:07:47 lr 0.000024 time 0.4331 (0.8779) loss 1289.3997 (1311.5163) grad_norm 240.2328 (234.8750) embed_mse 1288.3207 (1310.4156) mask_bce 0.2351 (0.2520) mask_dice 0.8438 (0.8487) mem 21940MB +[2025-12-25 07:00:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1050/1573] eta 0:07:38 lr 0.000024 time 0.4209 (0.8767) loss 1309.4546 (1311.5406) grad_norm 172.9037 (234.4019) embed_mse 1308.3551 (1310.4399) mask_bce 0.2577 (0.2520) mask_dice 0.8418 (0.8487) mem 21940MB +[2025-12-25 07:00:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1060/1573] eta 0:07:30 lr 0.000024 time 3.0185 (0.8790) loss 1282.8737 (1311.5940) grad_norm 241.0575 (234.4523) embed_mse 1281.7778 (1310.4934) mask_bce 0.2669 (0.2519) mask_dice 0.8290 (0.8487) mem 21940MB +[2025-12-25 07:00:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1070/1573] eta 0:07:22 lr 0.000024 time 0.4191 (0.8799) loss 1349.0396 (1311.5887) grad_norm 169.6902 (233.9654) embed_mse 1347.9454 (1310.4880) mask_bce 0.2363 (0.2520) mask_dice 0.8579 (0.8487) mem 21940MB +[2025-12-25 07:00:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1080/1573] eta 0:07:12 lr 0.000024 time 0.4216 (0.8773) loss 1322.3575 (1311.5389) grad_norm 156.4429 (233.3243) embed_mse 1321.2509 (1310.4380) mask_bce 0.2808 (0.2523) mask_dice 0.8260 (0.8487) mem 21940MB +[2025-12-25 07:01:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1090/1573] eta 0:07:05 lr 0.000024 time 0.4165 (0.8806) loss 1387.8320 (1311.8129) grad_norm 173.1901 (232.8821) embed_mse 1386.7471 (1310.7121) mask_bce 0.2114 (0.2521) mask_dice 0.8735 (0.8487) mem 21940MB +[2025-12-25 07:01:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1100/1573] eta 0:06:56 lr 0.000024 time 0.4441 (0.8807) loss 1303.3359 (1311.8679) grad_norm 209.9968 (232.7151) embed_mse 1302.2415 (1310.7668) mask_bce 0.2542 (0.2523) mask_dice 0.8403 (0.8487) mem 21940MB +[2025-12-25 07:01:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1110/1573] eta 0:06:47 lr 0.000024 time 1.7617 (0.8809) loss 1316.7744 (1311.9892) grad_norm 228.6335 (232.6855) embed_mse 1315.6727 (1310.8883) mask_bce 0.2628 (0.2522) mask_dice 0.8389 (0.8488) mem 21940MB +[2025-12-25 07:01:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1120/1573] eta 0:06:39 lr 0.000024 time 0.4189 (0.8815) loss 1338.6707 (1312.0190) grad_norm 210.7726 (232.8528) embed_mse 1337.5568 (1310.9179) mask_bce 0.2967 (0.2524) mask_dice 0.8173 (0.8487) mem 21940MB +[2025-12-25 07:01:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1130/1573] eta 0:06:30 lr 0.000024 time 1.6410 (0.8825) loss 1401.7863 (1312.1951) grad_norm 197.7987 (232.6041) embed_mse 1400.6862 (1311.0940) mask_bce 0.2476 (0.2524) mask_dice 0.8525 (0.8487) mem 21940MB +[2025-12-25 07:01:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1140/1573] eta 0:06:22 lr 0.000024 time 0.4311 (0.8845) loss 1365.0027 (1312.3398) grad_norm 184.0654 (232.2623) embed_mse 1363.9182 (1311.2387) mask_bce 0.2457 (0.2525) mask_dice 0.8387 (0.8486) mem 21940MB +[2025-12-25 07:01:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1150/1573] eta 0:06:12 lr 0.000024 time 0.4211 (0.8818) loss 1357.8047 (1312.3628) grad_norm 242.1111 (232.3312) embed_mse 1356.7172 (1311.2617) mask_bce 0.2182 (0.2524) mask_dice 0.8693 (0.8486) mem 21940MB +[2025-12-25 07:02:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1160/1573] eta 0:06:03 lr 0.000023 time 0.4164 (0.8813) loss 1267.2169 (1312.4366) grad_norm 197.7181 (231.7056) embed_mse 1266.1321 (1311.3356) mask_bce 0.2456 (0.2525) mask_dice 0.8393 (0.8486) mem 21940MB +[2025-12-25 07:02:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1170/1573] eta 0:05:59 lr 0.000023 time 10.2968 (0.8915) loss 1249.6128 (1312.2372) grad_norm 196.9143 (231.4673) embed_mse 1248.5387 (1311.1362) mask_bce 0.2373 (0.2524) mask_dice 0.8368 (0.8486) mem 21940MB +[2025-12-25 07:02:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1180/1573] eta 0:05:50 lr 0.000023 time 0.4244 (0.8916) loss 1353.7313 (1312.1119) grad_norm 214.5564 (231.3522) embed_mse 1352.6249 (1311.0110) mask_bce 0.2761 (0.2523) mask_dice 0.8303 (0.8486) mem 21940MB +[2025-12-25 07:02:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1190/1573] eta 0:05:41 lr 0.000023 time 0.4238 (0.8909) loss 1254.0464 (1312.0331) grad_norm 189.6689 (231.0706) embed_mse 1252.9720 (1310.9323) mask_bce 0.2223 (0.2522) mask_dice 0.8520 (0.8487) mem 21940MB +[2025-12-25 07:02:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1200/1573] eta 0:05:33 lr 0.000023 time 0.4174 (0.8934) loss 1288.9019 (1312.1075) grad_norm 201.0415 (231.0024) embed_mse 1287.8007 (1311.0067) mask_bce 0.2683 (0.2522) mask_dice 0.8329 (0.8486) mem 21940MB +[2025-12-25 07:03:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1210/1573] eta 0:05:24 lr 0.000023 time 4.0098 (0.8929) loss 1245.3865 (1311.9825) grad_norm 206.8863 (230.8427) embed_mse 1244.2921 (1310.8817) mask_bce 0.2553 (0.2521) mask_dice 0.8392 (0.8486) mem 21940MB +[2025-12-25 07:03:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1220/1573] eta 0:05:15 lr 0.000023 time 0.4206 (0.8943) loss 1274.6042 (1311.8372) grad_norm 181.1155 (230.5155) embed_mse 1273.4801 (1310.7364) mask_bce 0.2535 (0.2521) mask_dice 0.8705 (0.8486) mem 21940MB +[2025-12-25 07:03:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1230/1573] eta 0:05:07 lr 0.000023 time 0.4301 (0.8971) loss 1307.5605 (1311.8047) grad_norm 185.4259 (230.2208) embed_mse 1306.4901 (1310.7039) mask_bce 0.1995 (0.2521) mask_dice 0.8708 (0.8487) mem 21940MB +[2025-12-25 07:03:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1240/1573] eta 0:04:58 lr 0.000023 time 0.4197 (0.8949) loss 1268.7095 (1311.8017) grad_norm 173.1814 (229.3331) embed_mse 1267.6310 (1310.7010) mask_bce 0.2139 (0.2521) mask_dice 0.8646 (0.8486) mem 21940MB +[2025-12-25 07:03:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1250/1573] eta 0:04:49 lr 0.000023 time 0.4189 (0.8978) loss 1311.5742 (1311.8702) grad_norm 194.7039 (229.1111) embed_mse 1310.4518 (1310.7694) mask_bce 0.2740 (0.2522) mask_dice 0.8485 (0.8486) mem 21940MB +[2025-12-25 07:03:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1260/1573] eta 0:04:39 lr 0.000023 time 0.4338 (0.8945) loss 1225.2949 (1311.7796) grad_norm 182.8015 (228.8162) embed_mse 1224.2428 (1310.6788) mask_bce 0.2104 (0.2521) mask_dice 0.8417 (0.8486) mem 21940MB +[2025-12-25 07:04:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1270/1573] eta 0:04:31 lr 0.000023 time 0.4226 (0.8977) loss 1278.1917 (1311.7452) grad_norm 152.1184 (228.3307) embed_mse 1277.0944 (1310.6444) mask_bce 0.2508 (0.2523) mask_dice 0.8464 (0.8486) mem 21940MB +[2025-12-25 07:04:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1280/1573] eta 0:04:22 lr 0.000023 time 0.4175 (0.8969) loss 1330.6577 (1311.5899) grad_norm 224.3928 (228.1598) embed_mse 1329.5592 (1310.4891) mask_bce 0.2392 (0.2523) mask_dice 0.8593 (0.8485) mem 21940MB +[2025-12-25 07:04:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1290/1573] eta 0:04:14 lr 0.000023 time 1.8536 (0.9004) loss 1333.3301 (1311.4074) grad_norm 191.8118 (227.9341) embed_mse 1332.2289 (1310.3065) mask_bce 0.2624 (0.2524) mask_dice 0.8388 (0.8485) mem 21940MB +[2025-12-25 07:04:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1300/1573] eta 0:04:05 lr 0.000023 time 0.4208 (0.8984) loss 1271.9125 (1311.4316) grad_norm 247.0016 (228.0517) embed_mse 1270.8149 (1310.3307) mask_bce 0.2561 (0.2524) mask_dice 0.8414 (0.8485) mem 21940MB +[2025-12-25 07:04:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1310/1573] eta 0:03:56 lr 0.000023 time 0.4185 (0.8978) loss 1240.6735 (1311.5250) grad_norm 218.6523 (227.9941) embed_mse 1239.5867 (1310.4240) mask_bce 0.2524 (0.2524) mask_dice 0.8344 (0.8485) mem 21940MB +[2025-12-25 07:04:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1320/1573] eta 0:03:48 lr 0.000023 time 0.4186 (0.9020) loss 1269.0339 (1311.3643) grad_norm 259.1690 (227.9776) embed_mse 1267.9486 (1310.2633) mask_bce 0.2378 (0.2524) mask_dice 0.8475 (0.8486) mem 21940MB +[2025-12-25 07:04:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1330/1573] eta 0:03:38 lr 0.000023 time 0.4400 (0.8985) loss 1213.5713 (1311.2724) grad_norm 256.9962 (228.1525) embed_mse 1212.4655 (1310.1715) mask_bce 0.2779 (0.2523) mask_dice 0.8279 (0.8486) mem 21940MB +[2025-12-25 07:05:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1340/1573] eta 0:03:29 lr 0.000023 time 0.4268 (0.9001) loss 1295.1138 (1311.3406) grad_norm 202.7435 (228.0003) embed_mse 1294.0303 (1310.2398) mask_bce 0.2243 (0.2522) mask_dice 0.8593 (0.8486) mem 21940MB +[2025-12-25 07:05:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1350/1573] eta 0:03:21 lr 0.000023 time 1.6015 (0.9045) loss 1320.7324 (1311.3257) grad_norm 249.5706 (228.1287) embed_mse 1319.6154 (1310.2247) mask_bce 0.2756 (0.2523) mask_dice 0.8414 (0.8487) mem 21940MB +[2025-12-25 07:05:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1360/1573] eta 0:03:12 lr 0.000023 time 0.4308 (0.9052) loss 1258.0636 (1311.2020) grad_norm 268.3437 (228.2279) embed_mse 1257.0062 (1310.1011) mask_bce 0.2019 (0.2522) mask_dice 0.8554 (0.8487) mem 21940MB +[2025-12-25 07:05:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1370/1573] eta 0:03:03 lr 0.000023 time 0.4248 (0.9028) loss 1349.2544 (1311.1718) grad_norm 279.2705 (228.5264) embed_mse 1348.1686 (1310.0710) mask_bce 0.2416 (0.2522) mask_dice 0.8442 (0.8486) mem 21940MB +[2025-12-25 07:05:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1380/1573] eta 0:02:53 lr 0.000023 time 0.4166 (0.9003) loss 1329.8779 (1311.2189) grad_norm 222.2091 (228.4896) embed_mse 1328.7802 (1310.1181) mask_bce 0.2533 (0.2520) mask_dice 0.8445 (0.8487) mem 21940MB +[2025-12-25 07:05:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1390/1573] eta 0:02:45 lr 0.000023 time 0.4232 (0.9024) loss 1323.3887 (1311.2676) grad_norm 241.0601 (228.5623) embed_mse 1322.2646 (1310.1667) mask_bce 0.3068 (0.2522) mask_dice 0.8172 (0.8487) mem 21940MB +[2025-12-25 07:06:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1400/1573] eta 0:02:35 lr 0.000023 time 1.7373 (0.9004) loss 1302.0120 (1311.2748) grad_norm 295.5691 (229.1652) embed_mse 1300.9263 (1310.1740) mask_bce 0.2384 (0.2521) mask_dice 0.8472 (0.8487) mem 21940MB +[2025-12-25 07:06:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1410/1573] eta 0:02:26 lr 0.000023 time 0.4184 (0.9009) loss 1285.1200 (1311.3255) grad_norm 350.9704 (229.8573) embed_mse 1284.0085 (1310.2246) mask_bce 0.2622 (0.2522) mask_dice 0.8493 (0.8487) mem 21940MB +[2025-12-25 07:06:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1420/1573] eta 0:02:17 lr 0.000023 time 0.4289 (0.8987) loss 1248.0742 (1311.2365) grad_norm 171.2517 (229.5261) embed_mse 1246.9778 (1310.1356) mask_bce 0.2622 (0.2522) mask_dice 0.8342 (0.8487) mem 21940MB +[2025-12-25 07:06:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1430/1573] eta 0:02:08 lr 0.000023 time 0.4169 (0.9006) loss 1354.8043 (1311.2508) grad_norm 199.0962 (229.3552) embed_mse 1353.7128 (1310.1499) mask_bce 0.2761 (0.2523) mask_dice 0.8154 (0.8487) mem 21940MB +[2025-12-25 07:06:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1440/1573] eta 0:02:00 lr 0.000023 time 0.4279 (0.9036) loss 1280.3135 (1311.2592) grad_norm 281.2042 (229.4448) embed_mse 1279.2217 (1310.1583) mask_bce 0.2511 (0.2522) mask_dice 0.8407 (0.8487) mem 21940MB +[2025-12-25 07:06:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1450/1573] eta 0:01:50 lr 0.000023 time 0.4491 (0.9009) loss 1293.2542 (1311.2747) grad_norm 237.0184 (229.4866) embed_mse 1292.1857 (1310.1739) mask_bce 0.2170 (0.2521) mask_dice 0.8515 (0.8487) mem 21940MB +[2025-12-25 07:07:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1460/1573] eta 0:01:42 lr 0.000023 time 0.4222 (0.9027) loss 1354.6394 (1311.3473) grad_norm 195.1371 (229.2979) embed_mse 1353.5652 (1310.2465) mask_bce 0.2231 (0.2521) mask_dice 0.8511 (0.8486) mem 21940MB +[2025-12-25 07:07:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1470/1573] eta 0:01:33 lr 0.000023 time 2.8583 (0.9064) loss 1332.6338 (1311.3906) grad_norm 154.6648 (228.8900) embed_mse 1331.5040 (1310.2899) mask_bce 0.3046 (0.2521) mask_dice 0.8251 (0.8486) mem 21940MB +[2025-12-25 07:07:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1480/1573] eta 0:01:24 lr 0.000023 time 0.4406 (0.9088) loss 1366.8744 (1311.1871) grad_norm 171.9818 (228.8187) embed_mse 1365.7970 (1310.0863) mask_bce 0.2308 (0.2521) mask_dice 0.8466 (0.8487) mem 21940MB +[2025-12-25 07:07:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1490/1573] eta 0:01:15 lr 0.000023 time 0.4236 (0.9125) loss 1302.8695 (1311.1542) grad_norm 178.6847 (228.5492) embed_mse 1301.7783 (1310.0535) mask_bce 0.2341 (0.2521) mask_dice 0.8572 (0.8486) mem 21940MB +[2025-12-25 07:07:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1500/1573] eta 0:01:06 lr 0.000023 time 0.4152 (0.9126) loss 1312.4272 (1311.1183) grad_norm 188.5541 (228.3353) embed_mse 1311.3096 (1310.0176) mask_bce 0.2818 (0.2522) mask_dice 0.8358 (0.8485) mem 21940MB +[2025-12-25 07:08:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1510/1573] eta 0:00:57 lr 0.000023 time 9.4264 (0.9198) loss 1320.3582 (1311.2517) grad_norm 161.6079 (227.9804) embed_mse 1319.2633 (1310.1510) mask_bce 0.2238 (0.2521) mask_dice 0.8711 (0.8486) mem 21940MB +[2025-12-25 07:08:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1520/1573] eta 0:00:48 lr 0.000023 time 0.4172 (0.9186) loss 1257.8652 (1311.2629) grad_norm 153.0286 (227.3775) embed_mse 1256.7885 (1310.1622) mask_bce 0.2392 (0.2522) mask_dice 0.8376 (0.8486) mem 21940MB +[2025-12-25 07:08:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1530/1573] eta 0:00:39 lr 0.000023 time 0.4194 (0.9176) loss 1288.8922 (1311.2930) grad_norm 200.0458 (227.2344) embed_mse 1287.7781 (1310.1923) mask_bce 0.2833 (0.2521) mask_dice 0.8308 (0.8486) mem 21940MB +[2025-12-25 07:08:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1540/1573] eta 0:00:30 lr 0.000023 time 0.4175 (0.9143) loss 1407.6113 (1311.3906) grad_norm 259.6624 (227.4033) embed_mse 1406.5334 (1310.2900) mask_bce 0.2237 (0.2520) mask_dice 0.8542 (0.8486) mem 21940MB +[2025-12-25 07:08:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1550/1573] eta 0:00:21 lr 0.000023 time 0.4163 (0.9162) loss 1254.0835 (1311.4268) grad_norm 273.8959 (227.6441) embed_mse 1253.0016 (1310.3262) mask_bce 0.2257 (0.2520) mask_dice 0.8561 (0.8486) mem 21940MB +[2025-12-25 07:08:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1560/1573] eta 0:00:11 lr 0.000023 time 0.4129 (0.9183) loss 1307.4833 (1311.5385) grad_norm 205.4188 (227.6149) embed_mse 1306.3943 (1310.4380) mask_bce 0.2371 (0.2518) mask_dice 0.8519 (0.8487) mem 21940MB +[2025-12-25 07:09:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1570/1573] eta 0:00:02 lr 0.000023 time 4.8281 (0.9208) loss 1319.0684 (1311.5932) grad_norm 169.7028 (227.3194) embed_mse 1317.9810 (1310.4928) mask_bce 0.2329 (0.2518) mask_dice 0.8545 (0.8487) mem 21940MB +[2025-12-25 07:09:10 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 15 training takes 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(train_geometry_finetune.py 372): INFO Train: [16/30][30/1573] eta 0:23:19 lr 0.000023 time 0.4213 (0.9072) loss 1346.3337 (1310.1445) grad_norm 177.1537 (224.4181) embed_mse 1345.2164 (1309.0412) mask_bce 0.2614 (0.2547) mask_dice 0.8559 (0.8486) mem 21940MB +[2025-12-25 07:09:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][40/1573] eta 0:21:33 lr 0.000023 time 0.4205 (0.8437) loss 1301.7267 (1312.7976) grad_norm 203.7801 (209.4235) embed_mse 1300.6597 (1311.6987) mask_bce 0.1873 (0.2504) mask_dice 0.8798 (0.8485) mem 21940MB +[2025-12-25 07:09:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][50/1573] eta 0:22:29 lr 0.000023 time 0.4216 (0.8862) loss 1277.8241 (1313.5528) grad_norm 228.3153 (212.5721) embed_mse 1276.7268 (1312.4532) mask_bce 0.2634 (0.2519) mask_dice 0.8339 (0.8476) mem 21940MB +[2025-12-25 07:10:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][60/1573] eta 0:22:53 lr 0.000023 time 0.4230 (0.9080) loss 1292.8579 (1312.5446) grad_norm 170.3994 (206.5474) embed_mse 1291.7748 (1311.4450) mask_bce 0.2300 (0.2510) mask_dice 0.8531 (0.8487) mem 21940MB +[2025-12-25 07:10:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][70/1573] eta 0:23:19 lr 0.000023 time 0.4215 (0.9309) loss 1324.9413 (1312.9354) grad_norm 207.7110 (206.6929) embed_mse 1323.8297 (1311.8355) mask_bce 0.2979 (0.2515) mask_dice 0.8137 (0.8485) mem 21940MB +[2025-12-25 07:10:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][80/1573] eta 0:22:02 lr 0.000023 time 0.4186 (0.8855) loss 1291.0824 (1314.4229) grad_norm 223.9731 (204.5477) embed_mse 1289.9553 (1313.3229) mask_bce 0.2820 (0.2514) mask_dice 0.8451 (0.8486) mem 21940MB +[2025-12-25 07:10:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][90/1573] eta 0:22:13 lr 0.000023 time 0.4235 (0.8991) loss 1303.6605 (1315.8504) grad_norm 208.9024 (204.9435) embed_mse 1302.1323 (1314.7455) mask_bce 0.6682 (0.2563) mask_dice 0.8599 (0.8486) mem 21940MB +[2025-12-25 07:10:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][100/1573] eta 0:21:16 lr 0.000023 time 0.4208 (0.8666) loss 1282.9409 (1315.9482) grad_norm 152.9595 (200.6115) embed_mse 1281.8470 (1314.8442) mask_bce 0.2471 (0.2556) mask_dice 0.8468 (0.8484) mem 21940MB +[2025-12-25 07:10:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][110/1573] eta 0:21:19 lr 0.000023 time 1.9670 (0.8746) loss 1278.2642 (1315.4419) grad_norm 189.6788 (199.7706) embed_mse 1277.1589 (1314.3380) mask_bce 0.2628 (0.2555) mask_dice 0.8424 (0.8484) mem 21940MB +[2025-12-25 07:10:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][120/1573] eta 0:20:29 lr 0.000023 time 0.4123 (0.8463) loss 1257.6807 (1314.7917) grad_norm 270.8581 (206.6367) embed_mse 1256.5675 (1313.6882) mask_bce 0.2797 (0.2541) mask_dice 0.8334 (0.8494) mem 21940MB +[2025-12-25 07:11:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][130/1573] eta 0:20:48 lr 0.000023 time 0.4175 (0.8653) loss 1284.8887 (1314.9127) grad_norm 182.0259 (205.0986) embed_mse 1283.8361 (1313.8084) mask_bce 0.1942 (0.2546) mask_dice 0.8584 (0.8497) mem 21940MB +[2025-12-25 07:11:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][140/1573] eta 0:20:28 lr 0.000023 time 0.4212 (0.8573) loss 1346.1639 (1316.3636) grad_norm 189.6273 (204.1885) embed_mse 1345.0763 (1315.2604) mask_bce 0.2251 (0.2536) mask_dice 0.8625 (0.8497) mem 21940MB +[2025-12-25 07:11:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][150/1573] eta 0:19:51 lr 0.000023 time 0.4179 (0.8375) loss 1300.8833 (1316.4953) grad_norm 154.4729 (201.4265) embed_mse 1299.7672 (1315.3919) mask_bce 0.2964 (0.2541) mask_dice 0.8197 (0.8494) mem 21940MB +[2025-12-25 07:11:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][160/1573] eta 0:20:27 lr 0.000023 time 5.4547 (0.8688) loss 1373.8866 (1316.1782) grad_norm 221.9120 (206.9470) embed_mse 1372.8116 (1315.0762) mask_bce 0.2236 (0.2524) mask_dice 0.8515 (0.8496) mem 21940MB +[2025-12-25 07:11:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][170/1573] eta 0:20:21 lr 0.000023 time 0.4138 (0.8705) loss 1313.4060 (1316.2720) grad_norm 194.1202 (206.3362) embed_mse 1312.3241 (1315.1699) mask_bce 0.2379 (0.2535) mask_dice 0.8440 (0.8486) mem 21940MB +[2025-12-25 07:11:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][180/1573] eta 0:19:52 lr 0.000023 time 0.4155 (0.8563) loss 1334.8849 (1317.2462) grad_norm 209.5745 (206.4834) embed_mse 1333.7970 (1316.1450) mask_bce 0.2541 (0.2527) mask_dice 0.8338 (0.8485) mem 21940MB +[2025-12-25 07:11:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][190/1573] eta 0:19:30 lr 0.000023 time 0.4185 (0.8463) loss 1315.6127 (1317.6336) grad_norm 181.6746 (205.4047) embed_mse 1314.5077 (1316.5323) mask_bce 0.2725 (0.2532) mask_dice 0.8325 (0.8481) mem 21940MB +[2025-12-25 07:12:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][200/1573] eta 0:19:26 lr 0.000022 time 0.4168 (0.8498) loss 1285.3369 (1316.3320) grad_norm 359.6448 (214.1272) embed_mse 1284.2092 (1315.2308) mask_bce 0.2765 (0.2537) mask_dice 0.8512 (0.8476) mem 21940MB +[2025-12-25 07:12:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][210/1573] eta 0:19:49 lr 0.000022 time 4.5809 (0.8730) loss 1272.8575 (1315.9489) grad_norm 187.7348 (213.1121) embed_mse 1271.7557 (1314.8465) mask_bce 0.2671 (0.2546) mask_dice 0.8347 (0.8478) mem 21940MB +[2025-12-25 07:12:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][220/1573] eta 0:19:16 lr 0.000022 time 0.4152 (0.8550) loss 1311.3271 (1315.6420) grad_norm 194.7428 (212.4317) embed_mse 1310.2537 (1314.5396) mask_bce 0.2355 (0.2544) mask_dice 0.8380 (0.8479) mem 21940MB +[2025-12-25 07:12:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][230/1573] eta 0:19:04 lr 0.000022 time 0.4185 (0.8521) loss 1331.3522 (1315.2752) grad_norm 301.4069 (215.6094) embed_mse 1330.2448 (1314.1727) mask_bce 0.2513 (0.2547) mask_dice 0.8562 (0.8478) mem 21940MB +[2025-12-25 07:12:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][240/1573] eta 0:18:47 lr 0.000022 time 0.4235 (0.8457) loss 1314.3682 (1315.1914) grad_norm 257.7299 (223.2222) embed_mse 1313.2592 (1314.0894) mask_bce 0.2738 (0.2544) mask_dice 0.8352 (0.8477) mem 21940MB +[2025-12-25 07:12:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][250/1573] eta 0:18:38 lr 0.000022 time 0.4160 (0.8457) loss 1271.7463 (1314.8699) grad_norm 228.1416 (223.3809) embed_mse 1270.6516 (1313.7675) mask_bce 0.2438 (0.2547) mask_dice 0.8510 (0.8477) mem 21940MB +[2025-12-25 07:12:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][260/1573] eta 0:18:20 lr 0.000022 time 0.4251 (0.8380) loss 1334.6860 (1316.0208) grad_norm 176.0719 (221.9025) embed_mse 1333.5974 (1314.9184) mask_bce 0.2404 (0.2547) mask_dice 0.8482 (0.8477) mem 21940MB +[2025-12-25 07:12:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][270/1573] eta 0:18:23 lr 0.000022 time 2.3730 (0.8465) loss 1213.8063 (1314.8219) grad_norm 268.5479 (223.3160) embed_mse 1212.7538 (1313.7196) mask_bce 0.1916 (0.2544) mask_dice 0.8609 (0.8479) mem 21940MB +[2025-12-25 07:13:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][280/1573] eta 0:18:01 lr 0.000022 time 0.4230 (0.8363) loss 1281.8167 (1313.6440) grad_norm 302.9698 (225.0473) embed_mse 1280.7206 (1312.5420) mask_bce 0.2726 (0.2541) mask_dice 0.8235 (0.8479) mem 21940MB +[2025-12-25 07:13:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][290/1573] eta 0:17:56 lr 0.000022 time 0.4188 (0.8394) loss 1323.5675 (1313.3576) grad_norm 346.6243 (228.4245) embed_mse 1322.4971 (1312.2561) mask_bce 0.2191 (0.2537) mask_dice 0.8515 (0.8477) mem 21940MB +[2025-12-25 07:13:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][300/1573] eta 0:17:34 lr 0.000022 time 0.4183 (0.8283) loss 1297.7053 (1313.6332) grad_norm 228.4225 (228.4244) embed_mse 1296.5972 (1312.5316) mask_bce 0.2488 (0.2539) mask_dice 0.8594 (0.8478) mem 21940MB +[2025-12-25 07:13:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][310/1573] eta 0:17:21 lr 0.000022 time 0.4196 (0.8244) loss 1325.5394 (1313.4193) grad_norm 230.2126 (228.4715) embed_mse 1324.4703 (1312.3176) mask_bce 0.1989 (0.2539) mask_dice 0.8702 (0.8478) mem 21940MB +[2025-12-25 07:13:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][320/1573] eta 0:17:05 lr 0.000022 time 0.4209 (0.8186) loss 1312.7343 (1313.3540) grad_norm 196.1312 (226.9152) embed_mse 1311.6215 (1312.2524) mask_bce 0.2689 (0.2535) mask_dice 0.8439 (0.8481) mem 21940MB +[2025-12-25 07:13:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][330/1573] eta 0:17:16 lr 0.000022 time 4.9498 (0.8338) loss 1307.0861 (1313.6382) grad_norm 246.6746 (227.3972) embed_mse 1305.9976 (1312.5368) mask_bce 0.2313 (0.2534) mask_dice 0.8572 (0.8480) mem 21940MB +[2025-12-25 07:13:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][340/1573] eta 0:17:01 lr 0.000022 time 0.4181 (0.8286) loss 1353.2296 (1313.8342) grad_norm 188.2097 (226.4642) embed_mse 1352.1350 (1312.7327) mask_bce 0.2507 (0.2535) mask_dice 0.8439 (0.8480) mem 21940MB +[2025-12-25 07:14:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][350/1573] eta 0:17:07 lr 0.000022 time 0.4175 (0.8405) loss 1326.2734 (1313.0642) grad_norm 219.0364 (226.2914) embed_mse 1325.1674 (1311.9628) mask_bce 0.2600 (0.2535) mask_dice 0.8460 (0.8479) mem 21940MB +[2025-12-25 07:14:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][360/1573] eta 0:16:45 lr 0.000022 time 0.4256 (0.8289) loss 1308.0404 (1313.4355) grad_norm 239.4406 (229.1846) embed_mse 1306.9696 (1312.3344) mask_bce 0.2172 (0.2530) mask_dice 0.8537 (0.8481) mem 21940MB +[2025-12-25 07:14:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][370/1573] eta 0:16:44 lr 0.000022 time 0.4183 (0.8348) loss 1368.1411 (1313.3893) grad_norm 171.6869 (227.9347) embed_mse 1367.0522 (1312.2883) mask_bce 0.2019 (0.2528) mask_dice 0.8870 (0.8483) mem 21940MB +[2025-12-25 07:14:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][380/1573] eta 0:16:38 lr 0.000022 time 0.4183 (0.8374) loss 1312.3007 (1313.0515) grad_norm 268.1036 (228.7893) embed_mse 1311.2056 (1311.9507) mask_bce 0.2490 (0.2527) mask_dice 0.8461 (0.8482) mem 21940MB +[2025-12-25 07:14:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][390/1573] eta 0:16:37 lr 0.000022 time 0.4716 (0.8428) loss 1306.4838 (1313.2856) grad_norm 234.9927 (228.9186) embed_mse 1305.2206 (1312.1843) mask_bce 0.4158 (0.2530) mask_dice 0.8474 (0.8483) mem 21940MB +[2025-12-25 07:14:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][400/1573] eta 0:16:29 lr 0.000022 time 3.9884 (0.8440) loss 1301.5308 (1313.4255) grad_norm 284.7202 (230.1941) embed_mse 1300.4242 (1312.3242) mask_bce 0.2836 (0.2531) mask_dice 0.8230 (0.8483) mem 21940MB +[2025-12-25 07:14:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][410/1573] eta 0:16:24 lr 0.000022 time 0.4258 (0.8465) loss 1297.2168 (1313.5125) grad_norm 183.6828 (229.2821) embed_mse 1296.1492 (1312.4112) mask_bce 0.2055 (0.2530) mask_dice 0.8622 (0.8483) mem 21940MB +[2025-12-25 07:15:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][420/1573] eta 0:16:05 lr 0.000022 time 0.4188 (0.8372) loss 1328.2323 (1313.1274) grad_norm 176.4168 (228.2655) embed_mse 1327.1350 (1312.0260) mask_bce 0.2409 (0.2532) mask_dice 0.8564 (0.8482) mem 21940MB +[2025-12-25 07:15:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][430/1573] eta 0:16:08 lr 0.000022 time 4.0843 (0.8472) loss 1275.7286 (1312.9574) grad_norm 264.6854 (228.9526) embed_mse 1274.6234 (1311.8558) mask_bce 0.2623 (0.2533) mask_dice 0.8430 (0.8483) mem 21940MB +[2025-12-25 07:15:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][440/1573] eta 0:16:01 lr 0.000022 time 0.4485 (0.8488) loss 1341.1797 (1313.2666) grad_norm 252.2186 (229.2648) embed_mse 1340.0692 (1312.1650) mask_bce 0.2748 (0.2535) mask_dice 0.8357 (0.8481) mem 21940MB +[2025-12-25 07:15:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][450/1573] eta 0:15:42 lr 0.000022 time 0.4238 (0.8395) loss 1345.7092 (1312.9169) grad_norm 177.1161 (228.3336) embed_mse 1344.5798 (1311.8154) mask_bce 0.2909 (0.2535) mask_dice 0.8385 (0.8480) mem 21940MB +[2025-12-25 07:15:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][460/1573] eta 0:15:38 lr 0.000022 time 0.4180 (0.8434) loss 1301.7273 (1312.9934) grad_norm 205.6942 (227.9364) embed_mse 1300.6062 (1311.8918) mask_bce 0.2952 (0.2535) mask_dice 0.8260 (0.8481) mem 21940MB +[2025-12-25 07:15:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][470/1573] eta 0:15:31 lr 0.000022 time 0.4416 (0.8444) loss 1356.6863 (1312.4954) grad_norm 272.7055 (228.7083) embed_mse 1355.5629 (1311.3937) mask_bce 0.2600 (0.2535) mask_dice 0.8634 (0.8482) mem 21940MB +[2025-12-25 07:15:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][480/1573] eta 0:15:27 lr 0.000022 time 6.2095 (0.8488) loss 1352.6317 (1312.5673) grad_norm 225.3948 (228.3182) embed_mse 1351.5430 (1311.4658) mask_bce 0.2233 (0.2533) mask_dice 0.8655 (0.8482) mem 21940MB +[2025-12-25 07:16:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][490/1573] eta 0:15:18 lr 0.000022 time 0.4409 (0.8484) loss 1369.1536 (1312.7741) grad_norm 188.9575 (227.6729) embed_mse 1367.9370 (1311.6726) mask_bce 0.3560 (0.2532) mask_dice 0.8605 (0.8482) mem 21940MB +[2025-12-25 07:16:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][500/1573] eta 0:15:33 lr 0.000022 time 0.4228 (0.8703) loss 1270.7021 (1312.7175) grad_norm 262.9234 (228.2415) embed_mse 1269.6354 (1311.6162) mask_bce 0.2037 (0.2530) mask_dice 0.8630 (0.8483) mem 21940MB +[2025-12-25 07:16:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][510/1573] eta 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grad_norm 220.5544 (229.2505) embed_mse 1314.4260 (1311.5289) mask_bce 0.2553 (0.2532) mask_dice 0.8410 (0.8481) mem 21940MB +[2025-12-25 07:17:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][550/1573] eta 0:14:57 lr 0.000022 time 0.4193 (0.8775) loss 1308.8759 (1312.6534) grad_norm 183.8642 (228.5831) embed_mse 1307.7928 (1311.5523) mask_bce 0.2525 (0.2530) mask_dice 0.8305 (0.8481) mem 21940MB +[2025-12-25 07:17:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][560/1573] eta 0:14:48 lr 0.000022 time 0.4180 (0.8774) loss 1321.2982 (1313.0186) grad_norm 230.7194 (229.0234) embed_mse 1320.1783 (1311.9171) mask_bce 0.2787 (0.2533) mask_dice 0.8412 (0.8481) mem 21940MB +[2025-12-25 07:17:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][570/1573] eta 0:14:52 lr 0.000022 time 0.4255 (0.8900) loss 1342.2831 (1312.9290) grad_norm 227.5324 (229.0024) embed_mse 1341.2072 (1311.8277) mask_bce 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07:18:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][610/1573] eta 0:14:13 lr 0.000022 time 6.8363 (0.8868) loss 1288.1088 (1313.1554) grad_norm 251.6410 (231.7702) embed_mse 1287.0332 (1312.0546) mask_bce 0.2193 (0.2523) mask_dice 0.8562 (0.8485) mem 21940MB +[2025-12-25 07:18:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][620/1573] eta 0:13:57 lr 0.000022 time 0.4149 (0.8793) loss 1315.2870 (1312.9367) grad_norm 175.4083 (231.0382) embed_mse 1314.2097 (1311.8360) mask_bce 0.2194 (0.2524) mask_dice 0.8579 (0.8483) mem 21940MB +[2025-12-25 07:18:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][630/1573] eta 0:13:50 lr 0.000022 time 0.4180 (0.8808) loss 1419.9440 (1313.0044) grad_norm 206.5823 (230.7247) embed_mse 1418.8644 (1311.9037) mask_bce 0.2199 (0.2524) mask_dice 0.8596 (0.8482) mem 21940MB +[2025-12-25 07:18:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][640/1573] eta 0:13:42 lr 0.000022 time 0.4252 (0.8811) loss 1319.6156 (1312.9516) grad_norm 315.5715 (234.4244) embed_mse 1318.4966 (1311.8511) mask_bce 0.2830 (0.2522) mask_dice 0.8360 (0.8483) mem 21940MB +[2025-12-25 07:18:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][650/1573] eta 0:13:29 lr 0.000022 time 0.4271 (0.8771) loss 1294.9961 (1312.7861) grad_norm 383.3420 (236.2629) embed_mse 1293.8821 (1311.6858) mask_bce 0.2974 (0.2520) mask_dice 0.8166 (0.8483) mem 21940MB +[2025-12-25 07:18:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][660/1573] eta 0:13:24 lr 0.000022 time 0.4251 (0.8814) loss 1327.4064 (1312.6402) grad_norm 411.3508 (238.3981) embed_mse 1326.3043 (1311.5399) mask_bce 0.2568 (0.2519) mask_dice 0.8452 (0.8484) mem 21940MB +[2025-12-25 07:18:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][670/1573] eta 0:13:12 lr 0.000022 time 0.4181 (0.8773) loss 1270.1896 (1312.3089) grad_norm 213.3436 (238.0963) embed_mse 1269.0724 (1311.2087) mask_bce 0.2808 (0.2519) mask_dice 0.8364 (0.8484) mem 21940MB +[2025-12-25 07:19:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][680/1573] eta 0:13:04 lr 0.000022 time 0.4161 (0.8786) loss 1275.1146 (1312.2313) grad_norm 261.0134 (238.0636) embed_mse 1274.0219 (1311.1312) mask_bce 0.2453 (0.2517) mask_dice 0.8475 (0.8483) mem 21940MB +[2025-12-25 07:19:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][690/1573] eta 0:12:55 lr 0.000022 time 0.4460 (0.8778) loss 1335.7168 (1312.2141) grad_norm 257.8308 (238.2934) embed_mse 1334.6226 (1311.1142) mask_bce 0.2546 (0.2517) mask_dice 0.8396 (0.8482) mem 21940MB +[2025-12-25 07:19:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][700/1573] eta 0:12:48 lr 0.000022 time 2.1997 (0.8802) loss 1272.9081 (1311.9199) grad_norm 389.7988 (240.0348) embed_mse 1271.8352 (1310.8200) mask_bce 0.2275 (0.2517) mask_dice 0.8453 (0.8482) mem 21940MB +[2025-12-25 07:19:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][710/1573] eta 0:12:35 lr 0.000022 time 1.7083 (0.8758) loss 1345.8527 (1312.0720) grad_norm 270.3037 (240.3788) embed_mse 1344.7885 (1310.9723) mask_bce 0.1925 (0.2515) mask_dice 0.8717 (0.8482) mem 21940MB +[2025-12-25 07:19:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][720/1573] eta 0:12:28 lr 0.000022 time 0.4205 (0.8772) loss 1372.7664 (1312.2021) grad_norm 214.9069 (240.3297) embed_mse 1371.6799 (1311.1025) mask_bce 0.2432 (0.2515) mask_dice 0.8433 (0.8482) mem 21940MB +[2025-12-25 07:19:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][730/1573] eta 0:12:22 lr 0.000022 time 0.4228 (0.8806) loss 1330.5433 (1312.3354) grad_norm 354.9659 (241.5894) embed_mse 1329.4401 (1311.2358) mask_bce 0.2680 (0.2513) mask_dice 0.8353 (0.8482) mem 21940MB +[2025-12-25 07:20:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][740/1573] eta 0:12:12 lr 0.000022 time 3.0646 (0.8793) loss 1303.2188 (1312.2235) grad_norm 243.4137 (241.6093) embed_mse 1302.1364 (1311.1239) mask_bce 0.2272 (0.2513) mask_dice 0.8553 (0.8482) mem 21940MB +[2025-12-25 07:20:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][750/1573] eta 0:12:00 lr 0.000022 time 1.6302 (0.8754) loss 1299.1959 (1312.0064) grad_norm 377.6745 (243.0723) embed_mse 1298.1395 (1310.9067) mask_bce 0.2011 (0.2514) mask_dice 0.8552 (0.8482) mem 21940MB +[2025-12-25 07:20:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][760/1573] eta 0:11:51 lr 0.000022 time 0.4193 (0.8752) loss 1366.6373 (1312.1695) grad_norm 205.6312 (242.5555) embed_mse 1365.5032 (1311.0698) mask_bce 0.2761 (0.2515) mask_dice 0.8580 (0.8482) mem 21940MB +[2025-12-25 07:20:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][770/1573] eta 0:11:46 lr 0.000022 time 5.5379 (0.8795) loss 1257.3940 (1312.2191) grad_norm 253.8927 (242.6736) embed_mse 1256.3152 (1311.1194) mask_bce 0.2050 (0.2514) mask_dice 0.8738 (0.8483) mem 21940MB +[2025-12-25 07:20:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][780/1573] eta 0:11:38 lr 0.000022 time 0.4166 (0.8811) loss 1304.8772 (1312.1483) grad_norm 193.6935 (242.1686) embed_mse 1303.7570 (1311.0487) mask_bce 0.2880 (0.2514) mask_dice 0.8322 (0.8482) mem 21940MB +[2025-12-25 07:20:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][790/1573] eta 0:11:34 lr 0.000022 time 0.4216 (0.8869) loss 1283.9624 (1312.3198) grad_norm 210.3089 (241.8435) embed_mse 1282.8491 (1311.2201) mask_bce 0.2912 (0.2515) mask_dice 0.8220 (0.8482) mem 21940MB +[2025-12-25 07:20:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO 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loss 1365.5833 (1312.2797) grad_norm 268.4355 (242.1544) embed_mse 1364.5115 (1311.1800) mask_bce 0.2205 (0.2515) mask_dice 0.8513 (0.8482) mem 21940MB +[2025-12-25 07:21:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][840/1573] eta 0:10:46 lr 0.000021 time 0.7627 (0.8821) loss 1300.3883 (1312.3076) grad_norm 242.7243 (242.0692) embed_mse 1299.2911 (1311.2079) mask_bce 0.2390 (0.2514) mask_dice 0.8581 (0.8483) mem 21940MB +[2025-12-25 07:21:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][850/1573] eta 0:10:39 lr 0.000021 time 1.6665 (0.8845) loss 1322.6322 (1312.1813) grad_norm 324.4389 (242.8463) embed_mse 1321.5099 (1311.0815) mask_bce 0.2996 (0.2515) mask_dice 0.8227 (0.8483) mem 21940MB +[2025-12-25 07:21:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][860/1573] eta 0:10:31 lr 0.000021 time 0.4290 (0.8850) loss 1307.9510 (1312.1954) grad_norm 434.9661 (244.6418) embed_mse 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(0.8484) mem 21940MB +[2025-12-25 07:22:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][900/1573] eta 0:09:52 lr 0.000021 time 0.4181 (0.8805) loss 1226.6045 (1312.5003) grad_norm 258.2687 (245.3636) embed_mse 1225.5287 (1311.4003) mask_bce 0.2248 (0.2516) mask_dice 0.8510 (0.8484) mem 21940MB +[2025-12-25 07:22:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][910/1573] eta 0:09:42 lr 0.000021 time 0.4169 (0.8784) loss 1277.3168 (1312.3424) grad_norm 207.1109 (245.0251) embed_mse 1276.2247 (1311.2425) mask_bce 0.2405 (0.2515) mask_dice 0.8515 (0.8484) mem 21940MB +[2025-12-25 07:22:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][920/1573] eta 0:09:36 lr 0.000021 time 0.6661 (0.8832) loss 1334.8668 (1312.4816) grad_norm 286.6699 (245.0555) embed_mse 1333.7778 (1311.3815) mask_bce 0.2526 (0.2517) mask_dice 0.8364 (0.8483) mem 21940MB +[2025-12-25 07:22:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][930/1573] eta 0:09:28 lr 0.000021 time 0.4166 (0.8846) loss 1373.1064 (1312.5533) grad_norm 338.3273 (245.8596) embed_mse 1371.9789 (1311.4533) mask_bce 0.2683 (0.2516) mask_dice 0.8593 (0.8484) mem 21940MB +[2025-12-25 07:23:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][940/1573] eta 0:09:26 lr 0.000021 time 0.4310 (0.8942) loss 1291.7174 (1312.5405) grad_norm 273.1432 (246.0928) embed_mse 1290.6345 (1311.4406) mask_bce 0.2352 (0.2516) mask_dice 0.8477 (0.8483) mem 21940MB +[2025-12-25 07:23:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][950/1573] eta 0:09:20 lr 0.000021 time 3.4138 (0.8994) loss 1302.4176 (1312.4678) grad_norm 208.3577 (245.7730) embed_mse 1301.3059 (1311.3679) mask_bce 0.2933 (0.2517) mask_dice 0.8183 (0.8482) mem 21940MB +[2025-12-25 07:23:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][960/1573] eta 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grad_norm 176.6072 (244.3628) embed_mse 1327.1338 (1311.4729) mask_bce 0.2953 (0.2519) mask_dice 0.8364 (0.8480) mem 21940MB +[2025-12-25 07:24:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1000/1573] eta 0:08:39 lr 0.000021 time 0.5319 (0.9064) loss 1362.8287 (1312.4308) grad_norm 222.8416 (243.5685) embed_mse 1361.6986 (1311.3309) mask_bce 0.2881 (0.2519) mask_dice 0.8420 (0.8479) mem 21940MB +[2025-12-25 07:24:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1010/1573] eta 0:08:33 lr 0.000021 time 0.4181 (0.9117) loss 1344.4875 (1312.5226) grad_norm 348.2965 (244.3996) embed_mse 1343.4148 (1311.4226) mask_bce 0.2345 (0.2520) mask_dice 0.8383 (0.8479) mem 21940MB +[2025-12-25 07:24:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1020/1573] eta 0:08:21 lr 0.000021 time 0.4273 (0.9069) loss 1279.3436 (1312.5437) grad_norm 180.2675 (243.8947) embed_mse 1278.2106 (1311.4436) mask_bce 0.2992 (0.2521) mask_dice 0.8339 (0.8480) mem 21940MB +[2025-12-25 07:24:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1030/1573] eta 0:08:14 lr 0.000021 time 0.4207 (0.9111) loss 1346.8337 (1312.4453) grad_norm 186.0935 (243.4431) embed_mse 1345.7225 (1311.3451) mask_bce 0.2601 (0.2521) mask_dice 0.8512 (0.8480) mem 21940MB +[2025-12-25 07:24:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1040/1573] eta 0:08:03 lr 0.000021 time 0.4202 (0.9079) loss 1270.1520 (1312.4200) grad_norm 154.6985 (242.1317) embed_mse 1269.0358 (1311.3198) mask_bce 0.2672 (0.2522) mask_dice 0.8490 (0.8480) mem 21940MB +[2025-12-25 07:25:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1050/1573] eta 0:07:53 lr 0.000021 time 0.4174 (0.9044) loss 1353.0048 (1312.5168) grad_norm 288.8133 (242.4881) embed_mse 1351.9390 (1311.4167) mask_bce 0.2006 (0.2522) mask_dice 0.8651 (0.8480) mem 21940MB 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(train_geometry_finetune.py 372): INFO Train: [16/30][1090/1573] eta 0:07:19 lr 0.000021 time 0.4163 (0.9099) loss 1301.4001 (1312.6385) grad_norm 258.8661 (242.3069) embed_mse 1300.2898 (1311.5381) mask_bce 0.2765 (0.2524) mask_dice 0.8339 (0.8480) mem 21940MB +[2025-12-25 07:25:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1100/1573] eta 0:07:09 lr 0.000021 time 1.7113 (0.9080) loss 1357.9496 (1312.6152) grad_norm 173.1636 (241.8022) embed_mse 1356.8335 (1311.5148) mask_bce 0.2771 (0.2523) mask_dice 0.8390 (0.8480) mem 21940MB +[2025-12-25 07:26:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1110/1573] eta 0:07:02 lr 0.000021 time 0.4156 (0.9116) loss 1289.0934 (1312.6577) grad_norm 189.9026 (241.4261) embed_mse 1288.0178 (1311.5573) mask_bce 0.2246 (0.2523) mask_dice 0.8509 (0.8480) mem 21940MB +[2025-12-25 07:26:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1120/1573] eta 0:06:51 lr 0.000021 time 0.4194 (0.9093) loss 1306.2402 (1312.6540) grad_norm 130.8648 (240.2158) embed_mse 1305.1439 (1311.5537) mask_bce 0.2381 (0.2523) mask_dice 0.8582 (0.8480) mem 21940MB +[2025-12-25 07:26:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1130/1573] eta 0:06:43 lr 0.000021 time 0.4201 (0.9112) loss 1318.5229 (1312.7271) grad_norm 176.7038 (239.7654) embed_mse 1317.4647 (1311.6269) mask_bce 0.2004 (0.2522) mask_dice 0.8578 (0.8480) mem 21940MB +[2025-12-25 07:26:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1140/1573] eta 0:06:33 lr 0.000021 time 0.4236 (0.9090) loss 1294.8530 (1312.7531) grad_norm 228.6675 (239.6872) embed_mse 1293.7841 (1311.6530) mask_bce 0.2146 (0.2520) mask_dice 0.8544 (0.8481) mem 21940MB +[2025-12-25 07:26:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1150/1573] eta 0:06:26 lr 0.000021 time 4.0842 (0.9138) loss 1328.5536 (1312.6783) grad_norm 175.1096 (239.2356) embed_mse 1327.4736 (1311.5783) mask_bce 0.2301 (0.2519) mask_dice 0.8498 (0.8481) mem 21940MB +[2025-12-25 07:26:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1160/1573] eta 0:06:17 lr 0.000021 time 0.4252 (0.9138) loss 1371.8395 (1312.6721) grad_norm 239.5348 (238.6402) embed_mse 1370.7509 (1311.5720) mask_bce 0.2132 (0.2520) mask_dice 0.8754 (0.8480) mem 21940MB +[2025-12-25 07:26:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1170/1573] eta 0:06:06 lr 0.000021 time 0.4262 (0.9097) loss 1315.5509 (1312.6274) grad_norm 159.8583 (238.1006) embed_mse 1314.4550 (1311.5273) mask_bce 0.2317 (0.2521) mask_dice 0.8642 (0.8480) mem 21940MB +[2025-12-25 07:27:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1180/1573] eta 0:05:58 lr 0.000021 time 0.4180 (0.9131) loss 1334.6962 (1312.5909) grad_norm 281.1310 (238.3934) embed_mse 1333.6044 (1311.4908) mask_bce 0.2460 (0.2521) mask_dice 0.8457 (0.8480) mem 21940MB +[2025-12-25 07:27:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1190/1573] eta 0:05:49 lr 0.000021 time 0.4178 (0.9127) loss 1346.6002 (1312.7059) grad_norm 188.0387 (238.0532) embed_mse 1345.5128 (1311.6058) mask_bce 0.2445 (0.2520) mask_dice 0.8428 (0.8480) mem 21940MB +[2025-12-25 07:27:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1200/1573] eta 0:05:40 lr 0.000021 time 0.4188 (0.9116) loss 1380.3447 (1312.7428) grad_norm 258.0851 (237.8348) embed_mse 1379.2211 (1311.6427) mask_bce 0.2899 (0.2522) mask_dice 0.8338 (0.8480) mem 21940MB +[2025-12-25 07:27:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1210/1573] eta 0:05:32 lr 0.000021 time 0.4484 (0.9150) loss 1316.2920 (1312.6711) grad_norm 176.1382 (237.4262) embed_mse 1315.1732 (1311.5709) mask_bce 0.2372 (0.2522) mask_dice 0.8816 (0.8480) mem 21940MB +[2025-12-25 07:27:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1220/1573] eta 0:05:21 lr 0.000021 time 0.4177 (0.9117) loss 1334.7715 (1312.6829) grad_norm 272.2965 (237.6556) embed_mse 1333.6598 (1311.5826) mask_bce 0.2931 (0.2523) mask_dice 0.8186 (0.8480) mem 21940MB +[2025-12-25 07:27:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1230/1573] eta 0:05:14 lr 0.000021 time 0.4156 (0.9157) loss 1358.3269 (1312.7526) grad_norm 239.6239 (237.6685) embed_mse 1357.2371 (1311.6521) mask_bce 0.2434 (0.2526) mask_dice 0.8464 (0.8480) mem 21940MB +[2025-12-25 07:28:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1240/1573] eta 0:05:06 lr 0.000021 time 0.4210 (0.9213) loss 1374.2898 (1312.7655) grad_norm 219.0579 (238.1458) embed_mse 1373.1869 (1311.6650) mask_bce 0.2629 (0.2526) mask_dice 0.8399 (0.8480) mem 21940MB +[2025-12-25 07:28:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1250/1573] eta 0:04:56 lr 0.000021 time 0.4215 (0.9179) loss 1343.5654 (1312.9228) grad_norm 304.4209 (238.5707) embed_mse 1342.4630 (1311.8223) mask_bce 0.2772 (0.2526) mask_dice 0.8252 (0.8479) mem 21940MB +[2025-12-25 07:28:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1260/1573] eta 0:04:48 lr 0.000021 time 0.4175 (0.9207) loss 1361.3494 (1312.9969) grad_norm 308.4765 (239.0159) embed_mse 1360.2351 (1311.8963) mask_bce 0.2996 (0.2527) mask_dice 0.8147 (0.8479) mem 21940MB +[2025-12-25 07:28:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1270/1573] eta 0:04:38 lr 0.000021 time 0.4168 (0.9180) loss 1288.8691 (1313.0858) grad_norm 245.7504 (239.0586) embed_mse 1287.7710 (1311.9853) mask_bce 0.2608 (0.2527) mask_dice 0.8373 (0.8478) mem 21940MB +[2025-12-25 07:28:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1280/1573] eta 0:04:29 lr 0.000021 time 0.4138 (0.9207) loss 1347.3566 (1313.0377) grad_norm 207.4757 (239.2020) embed_mse 1346.2445 (1311.9372) mask_bce 0.2903 (0.2528) mask_dice 0.8218 (0.8477) mem 21940MB +[2025-12-25 07:28:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1290/1573] eta 0:04:19 lr 0.000021 time 0.4165 (0.9178) loss 1313.3625 (1313.1384) grad_norm 263.0689 (239.3502) embed_mse 1312.2714 (1312.0378) mask_bce 0.2578 (0.2528) mask_dice 0.8334 (0.8477) mem 21940MB +[2025-12-25 07:29:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1300/1573] eta 0:04:10 lr 0.000021 time 0.4246 (0.9186) loss 1289.9186 (1313.0546) grad_norm 223.6899 (239.2536) embed_mse 1288.8104 (1311.9541) mask_bce 0.2707 (0.2529) mask_dice 0.8375 (0.8477) mem 21940MB +[2025-12-25 07:29:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1310/1573] eta 0:04:01 lr 0.000021 time 0.4330 (0.9169) loss 1297.4117 (1313.1890) grad_norm 387.7545 (240.1646) embed_mse 1296.2981 (1312.0884) mask_bce 0.2468 (0.2528) mask_dice 0.8668 (0.8478) mem 21940MB +[2025-12-25 07:29:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1320/1573] eta 0:03:53 lr 0.000021 time 0.4194 (0.9213) loss 1322.6472 (1313.3565) grad_norm 275.5080 (240.1577) embed_mse 1321.5353 (1312.2558) mask_bce 0.2786 (0.2529) mask_dice 0.8332 (0.8478) mem 21940MB +[2025-12-25 07:29:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1330/1573] eta 0:03:44 lr 0.000021 time 0.4398 (0.9222) loss 1272.3086 (1313.2162) grad_norm 376.7336 (240.9805) embed_mse 1271.2245 (1312.1155) mask_bce 0.2421 (0.2528) mask_dice 0.8420 (0.8478) mem 21940MB +[2025-12-25 07:29:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1340/1573] eta 0:03:35 lr 0.000021 time 0.4209 (0.9242) loss 1305.7355 (1313.3699) grad_norm 192.6765 (240.6913) embed_mse 1304.6541 (1312.2694) mask_bce 0.2478 (0.2528) mask_dice 0.8336 (0.8478) mem 21940MB +[2025-12-25 07:29:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1350/1573] eta 0:03:25 lr 0.000021 time 0.4138 (0.9214) loss 1304.8022 (1313.3791) grad_norm 219.9499 (240.5678) embed_mse 1303.6877 (1312.2787) mask_bce 0.2634 (0.2526) mask_dice 0.8512 (0.8478) mem 21940MB +[2025-12-25 07:30:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1360/1573] eta 0:03:17 lr 0.000021 time 0.4215 (0.9290) loss 1287.8506 (1313.3671) grad_norm 197.5084 (240.1748) embed_mse 1286.7446 (1312.2667) mask_bce 0.2624 (0.2526) mask_dice 0.8436 (0.8479) mem 21940MB +[2025-12-25 07:30:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1370/1573] eta 0:03:08 lr 0.000021 time 0.4163 (0.9296) loss 1335.9801 (1313.4457) grad_norm 280.4683 (240.4104) embed_mse 1334.8990 (1312.3453) mask_bce 0.2520 (0.2526) mask_dice 0.8291 (0.8478) mem 21940MB +[2025-12-25 07:30:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1380/1573] eta 0:02:58 lr 0.000021 time 0.4163 (0.9263) loss 1362.6138 (1313.4977) grad_norm 226.7108 (240.3307) embed_mse 1361.5264 (1312.3973) mask_bce 0.2325 (0.2525) mask_dice 0.8549 (0.8478) mem 21940MB +[2025-12-25 07:30:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1390/1573] eta 0:02:49 lr 0.000021 time 1.1363 (0.9275) loss 1311.6967 (1313.5789) grad_norm 190.2707 (240.0414) embed_mse 1310.6019 (1312.4786) mask_bce 0.2441 (0.2525) mask_dice 0.8507 (0.8478) mem 21940MB +[2025-12-25 07:30:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1400/1573] eta 0:02:40 lr 0.000021 time 0.4262 (0.9269) loss 1302.0276 (1313.6205) grad_norm 169.6800 (239.3744) embed_mse 1300.9508 (1312.5202) mask_bce 0.2239 (0.2525) mask_dice 0.8529 (0.8478) mem 21940MB +[2025-12-25 07:30:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1410/1573] eta 0:02:31 lr 0.000021 time 0.4217 (0.9276) loss 1268.7947 (1313.5299) grad_norm 191.3737 (239.1017) embed_mse 1267.7036 (1312.4297) mask_bce 0.2506 (0.2524) mask_dice 0.8405 (0.8478) mem 21940MB +[2025-12-25 07:31:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1420/1573] eta 0:02:22 lr 0.000021 time 0.4224 (0.9321) loss 1318.3987 (1313.5973) grad_norm 213.9264 (238.9594) embed_mse 1317.2676 (1312.4971) mask_bce 0.2720 (0.2524) mask_dice 0.8591 (0.8478) mem 21940MB +[2025-12-25 07:31:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1430/1573] eta 0:02:13 lr 0.000021 time 0.4184 (0.9322) loss 1289.7825 (1313.6370) grad_norm 248.6217 (239.0137) embed_mse 1288.6995 (1312.5367) mask_bce 0.2352 (0.2524) mask_dice 0.8478 (0.8479) mem 21940MB +[2025-12-25 07:31:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1440/1573] eta 0:02:03 lr 0.000020 time 0.4218 (0.9314) loss 1375.7334 (1313.7056) grad_norm 258.1533 (238.9072) embed_mse 1374.6315 (1312.6054) mask_bce 0.2757 (0.2524) mask_dice 0.8263 (0.8479) mem 21940MB +[2025-12-25 07:31:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1450/1573] eta 0:01:54 lr 0.000020 time 0.4176 (0.9333) loss 1290.5513 (1313.6626) grad_norm 194.0533 (238.6593) embed_mse 1289.4324 (1312.5623) mask_bce 0.2673 (0.2524) mask_dice 0.8515 (0.8479) mem 21940MB +[2025-12-25 07:31:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1460/1573] eta 0:01:45 lr 0.000020 time 0.4303 (0.9375) loss 1275.1071 (1313.6427) grad_norm 176.2676 (238.3165) embed_mse 1274.0126 (1312.5424) mask_bce 0.2379 (0.2523) mask_dice 0.8565 (0.8479) mem 21940MB +[2025-12-25 07:32:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1470/1573] eta 0:01:36 lr 0.000020 time 0.4280 (0.9347) loss 1333.4071 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(1312.6477) mask_bce 0.2407 (0.2521) mask_dice 0.8600 (0.8480) mem 21940MB +[2025-12-25 07:32:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1510/1573] eta 0:00:58 lr 0.000020 time 0.4196 (0.9301) loss 1327.5713 (1313.7655) grad_norm 244.0266 (239.0365) embed_mse 1326.4852 (1312.6654) mask_bce 0.2472 (0.2521) mask_dice 0.8388 (0.8480) mem 21940MB +[2025-12-25 07:32:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1520/1573] eta 0:00:49 lr 0.000020 time 0.4177 (0.9327) loss 1261.5265 (1313.7671) grad_norm 199.4753 (239.6463) embed_mse 1260.4326 (1312.6671) mask_bce 0.2364 (0.2521) mask_dice 0.8575 (0.8479) mem 21940MB +[2025-12-25 07:32:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1530/1573] eta 0:00:40 lr 0.000020 time 0.4174 (0.9311) loss 1280.3624 (1313.8416) grad_norm 236.5307 (239.6300) embed_mse 1279.3014 (1312.7416) mask_bce 0.2103 (0.2520) mask_dice 0.8507 (0.8480) mem 21940MB +[2025-12-25 07:33:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1540/1573] eta 0:00:30 lr 0.000020 time 0.4225 (0.9331) loss 1267.4642 (1313.6970) grad_norm 235.9448 (239.6108) embed_mse 1266.3544 (1312.5971) mask_bce 0.2896 (0.2519) mask_dice 0.8202 (0.8480) mem 21940MB +[2025-12-25 07:33:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1550/1573] eta 0:00:21 lr 0.000020 time 0.4215 (0.9313) loss 1319.0468 (1313.7546) grad_norm 210.7435 (239.4612) embed_mse 1317.9811 (1312.6547) mask_bce 0.2093 (0.2520) mask_dice 0.8565 (0.8480) mem 21940MB +[2025-12-25 07:33:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1560/1573] eta 0:00:12 lr 0.000020 time 0.4507 (0.9334) loss 1335.3528 (1313.6469) grad_norm 212.2486 (239.3900) embed_mse 1334.2616 (1312.5470) mask_bce 0.2262 (0.2520) mask_dice 0.8650 (0.8479) mem 21940MB +[2025-12-25 07:33:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1570/1573] eta 0:00:02 lr 0.000020 time 0.4214 (0.9323) loss 1224.5277 (1313.6836) grad_norm 306.5479 (239.7327) embed_mse 1223.4591 (1312.5836) mask_bce 0.2282 (0.2520) mask_dice 0.8405 (0.8479) mem 21940MB +[2025-12-25 07:33:37 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 16 training takes 0:24:27 +[2025-12-25 07:33:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][0/1573] eta 1:34:52 lr 0.000020 time 3.6187 (3.6187) loss 1308.9274 (1308.9274) grad_norm 0.0000 (0.0000) embed_mse 1307.8226 (1307.8226) mask_bce 0.2475 (0.2475) mask_dice 0.8572 (0.8572) mem 21940MB +[2025-12-25 07:33:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][10/1573] eta 0:38:54 lr 0.000020 time 2.8392 (1.4933) loss 1371.2568 (1337.7547) grad_norm 235.0938 (235.0938) embed_mse 1370.1555 (1336.6533) mask_bce 0.2458 (0.2534) mask_dice 0.8555 (0.8480) mem 21940MB 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(train_geometry_finetune.py 372): INFO Train: [17/30][50/1573] eta 0:25:36 lr 0.000020 time 0.4300 (1.0090) loss 1258.1356 (1319.1382) grad_norm 196.6359 (227.0092) embed_mse 1257.0560 (1318.0391) mask_bce 0.2194 (0.2510) mask_dice 0.8602 (0.8481) mem 21940MB +[2025-12-25 07:34:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][60/1573] eta 0:24:33 lr 0.000020 time 0.4233 (0.9741) loss 1280.1531 (1316.4841) grad_norm 209.5225 (224.5111) embed_mse 1279.0822 (1315.3843) mask_bce 0.1929 (0.2509) mask_dice 0.8781 (0.8489) mem 21940MB +[2025-12-25 07:34:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][70/1573] eta 0:23:02 lr 0.000020 time 0.4228 (0.9200) loss 1282.5724 (1313.8119) grad_norm 226.0199 (224.6997) embed_mse 1281.5000 (1312.7125) mask_bce 0.2034 (0.2509) mask_dice 0.8690 (0.8485) mem 21940MB +[2025-12-25 07:34:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][80/1573] eta 0:23:16 lr 0.000020 time 2.1475 (0.9353) loss 1302.4124 (1312.2817) grad_norm 223.5040 (228.9907) embed_mse 1301.3402 (1311.1834) mask_bce 0.2220 (0.2502) mask_dice 0.8501 (0.8481) mem 21940MB +[2025-12-25 07:34:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][90/1573] eta 0:22:17 lr 0.000020 time 0.4262 (0.9022) loss 1281.2886 (1312.9987) grad_norm 177.8120 (224.3381) embed_mse 1280.1925 (1311.9007) mask_bce 0.2426 (0.2499) mask_dice 0.8535 (0.8482) mem 21940MB +[2025-12-25 07:35:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][100/1573] eta 0:21:18 lr 0.000020 time 0.4162 (0.8678) loss 1275.3770 (1311.7195) grad_norm 212.9664 (223.3904) embed_mse 1274.2788 (1310.6213) mask_bce 0.2515 (0.2500) mask_dice 0.8467 (0.8482) mem 21940MB +[2025-12-25 07:35:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][110/1573] eta 0:21:15 lr 0.000020 time 0.4172 (0.8721) loss 1323.2305 (1312.4095) grad_norm 350.4683 (233.1656) embed_mse 1322.1512 (1311.3116) mask_bce 0.2047 (0.2499) mask_dice 0.8745 (0.8480) mem 21940MB +[2025-12-25 07:35:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][120/1573] eta 0:20:50 lr 0.000020 time 0.4172 (0.8604) loss 1315.2665 (1313.2927) grad_norm 341.2707 (244.6421) embed_mse 1314.2089 (1312.1953) mask_bce 0.1846 (0.2490) mask_dice 0.8731 (0.8485) mem 21940MB +[2025-12-25 07:35:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][130/1573] eta 0:19:56 lr 0.000020 time 0.4213 (0.8289) loss 1256.1841 (1312.0019) grad_norm 194.5418 (241.5108) embed_mse 1255.0813 (1310.9032) mask_bce 0.2475 (0.2503) mask_dice 0.8554 (0.8484) mem 21940MB +[2025-12-25 07:35:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][140/1573] eta 0:19:44 lr 0.000020 time 0.4426 (0.8266) loss 1291.3790 (1312.5754) grad_norm 205.6051 (239.3987) embed_mse 1290.3042 (1311.4763) mask_bce 0.2055 (0.2506) mask_dice 0.8694 (0.8485) mem 21940MB +[2025-12-25 07:35:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][150/1573] eta 0:19:33 lr 0.000020 time 1.7696 (0.8243) loss 1334.6006 (1310.6504) grad_norm 311.0069 (243.3769) embed_mse 1333.4979 (1309.5511) mask_bce 0.2476 (0.2508) mask_dice 0.8551 (0.8485) mem 21940MB +[2025-12-25 07:35:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][160/1573] eta 0:19:05 lr 0.000020 time 0.4164 (0.8108) loss 1241.6788 (1310.8776) grad_norm 198.6505 (242.7789) embed_mse 1240.4469 (1309.7763) mask_bce 0.3676 (0.2521) mask_dice 0.8642 (0.8492) mem 21940MB +[2025-12-25 07:35:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][170/1573] eta 0:19:02 lr 0.000020 time 1.2047 (0.8140) loss 1350.9744 (1310.7703) grad_norm 288.6021 (244.9610) embed_mse 1349.8943 (1309.6694) mask_bce 0.2312 (0.2517) mask_dice 0.8489 (0.8492) mem 21940MB +[2025-12-25 07:36:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][180/1573] eta 0:18:47 lr 0.000020 time 0.4257 (0.8094) loss 1373.6774 (1312.0703) grad_norm 220.0676 (243.8295) embed_mse 1372.5981 (1310.9695) mask_bce 0.2308 (0.2521) mask_dice 0.8484 (0.8487) mem 21940MB +[2025-12-25 07:36:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][190/1573] eta 0:18:31 lr 0.000020 time 0.4190 (0.8037) loss 1281.1298 (1312.6631) grad_norm 299.8271 (246.2641) embed_mse 1279.9535 (1311.5622) mask_bce 0.3080 (0.2522) mask_dice 0.8683 (0.8487) mem 21940MB +[2025-12-25 07:36:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][200/1573] eta 0:17:57 lr 0.000020 time 0.4210 (0.7851) loss 1343.4688 (1312.8698) grad_norm 242.6026 (243.2396) embed_mse 1342.3647 (1311.7697) mask_bce 0.2316 (0.2511) mask_dice 0.8723 (0.8490) mem 21940MB +[2025-12-25 07:36:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][210/1573] eta 0:17:33 lr 0.000020 time 0.4350 (0.7726) loss 1359.0389 (1313.8317) grad_norm 226.1420 (242.5820) embed_mse 1357.8613 (1312.7318) mask_bce 0.3157 (0.2508) mask_dice 0.8618 (0.8490) mem 21940MB +[2025-12-25 07:36:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][220/1573] eta 0:17:36 lr 0.000020 time 0.4201 (0.7811) loss 1342.4368 (1314.4763) grad_norm 276.7036 (243.8458) embed_mse 1341.3468 (1313.3765) mask_bce 0.2381 (0.2512) mask_dice 0.8518 (0.8486) mem 21940MB +[2025-12-25 07:36:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][230/1573] eta 0:17:19 lr 0.000020 time 0.4218 (0.7737) loss 1257.3511 (1314.5518) grad_norm 260.4892 (244.4402) embed_mse 1256.2568 (1313.4523) mask_bce 0.2615 (0.2510) mask_dice 0.8327 (0.8486) mem 21940MB +[2025-12-25 07:36:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][240/1573] eta 0:17:00 lr 0.000020 time 0.4293 (0.7658) loss 1352.7916 (1315.2236) grad_norm 174.2644 (241.7928) embed_mse 1351.7107 (1314.1239) mask_bce 0.2224 (0.2513) mask_dice 0.8585 (0.8484) mem 21940MB +[2025-12-25 07:36:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][250/1573] eta 0:16:35 lr 0.000020 time 0.4185 (0.7522) loss 1373.1923 (1315.8723) grad_norm 198.9087 (240.4094) embed_mse 1372.1096 (1314.7725) mask_bce 0.2278 (0.2516) mask_dice 0.8547 (0.8482) mem 21940MB +[2025-12-25 07:36:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][260/1573] eta 0:16:21 lr 0.000020 time 0.4200 (0.7477) loss 1284.0409 (1316.0827) grad_norm 174.2844 (238.3430) embed_mse 1282.9309 (1314.9830) mask_bce 0.2521 (0.2517) mask_dice 0.8579 (0.8481) mem 21940MB +[2025-12-25 07:36:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][270/1573] eta 0:16:12 lr 0.000020 time 0.4158 (0.7466) loss 1290.2557 (1316.3961) grad_norm 187.3256 (236.7970) embed_mse 1289.1438 (1315.2962) mask_bce 0.2646 (0.2524) mask_dice 0.8472 (0.8476) mem 21940MB +[2025-12-25 07:37:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][280/1573] eta 0:15:55 lr 0.000020 time 0.4216 (0.7386) loss 1228.8229 (1316.0762) grad_norm 271.3903 (238.4081) embed_mse 1227.7343 (1314.9763) mask_bce 0.2194 (0.2522) mask_dice 0.8691 (0.8477) mem 21940MB +[2025-12-25 07:37:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][290/1573] eta 0:15:38 lr 0.000020 time 0.4195 (0.7318) loss 1250.0991 (1315.6728) grad_norm 150.3581 (235.9623) embed_mse 1249.0333 (1314.5732) mask_bce 0.2246 (0.2519) mask_dice 0.8412 (0.8477) mem 21940MB +[2025-12-25 07:37:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][300/1573] eta 0:15:24 lr 0.000020 time 0.8598 (0.7265) loss 1381.5815 (1315.7954) grad_norm 159.5999 (233.8985) embed_mse 1380.4818 (1314.6958) mask_bce 0.2464 (0.2518) mask_dice 0.8534 (0.8478) mem 21940MB +[2025-12-25 07:37:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][310/1573] eta 0:15:19 lr 0.000020 time 0.4221 (0.7278) loss 1312.8368 (1315.4204) grad_norm 207.1714 (233.1951) embed_mse 1311.7460 (1314.3209) mask_bce 0.2475 (0.2518) mask_dice 0.8434 (0.8477) mem 21940MB +[2025-12-25 07:37:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][320/1573] eta 0:15:07 lr 0.000020 time 2.2630 (0.7242) loss 1287.9977 (1315.4748) grad_norm 165.8144 (229.5845) embed_mse 1286.9045 (1314.3752) mask_bce 0.2304 (0.2519) mask_dice 0.8629 (0.8477) mem 21940MB +[2025-12-25 07:37:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][330/1573] eta 0:14:52 lr 0.000020 time 0.4180 (0.7177) loss 1314.7600 (1316.0032) grad_norm 442.8049 (234.7850) embed_mse 1313.6520 (1314.9035) mask_bce 0.2581 (0.2518) mask_dice 0.8499 (0.8478) mem 21940MB +[2025-12-25 07:37:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][340/1573] eta 0:14:38 lr 0.000020 time 1.7176 (0.7129) loss 1332.1628 (1316.5160) grad_norm 339.5186 (237.2787) embed_mse 1331.1039 (1315.4152) mask_bce 0.2111 (0.2533) mask_dice 0.8479 (0.8476) mem 21940MB +[2025-12-25 07:37:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][350/1573] eta 0:14:39 lr 0.000020 time 4.1302 (0.7192) loss 1285.9393 (1315.8476) grad_norm 276.6282 (238.1938) embed_mse 1284.8328 (1314.7464) mask_bce 0.2435 (0.2536) mask_dice 0.8630 (0.8475) mem 21940MB +[2025-12-25 07:37:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][360/1573] eta 0:14:35 lr 0.000020 time 0.4145 (0.7219) loss 1275.3734 (1315.2609) grad_norm 205.3669 (235.5966) embed_mse 1274.2935 (1314.1599) mask_bce 0.2296 (0.2535) mask_dice 0.8504 (0.8474) mem 21940MB +[2025-12-25 07:38:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][370/1573] eta 0:14:31 lr 0.000020 time 0.4168 (0.7241) loss 1260.5880 (1315.0979) grad_norm 412.6948 (239.4465) embed_mse 1259.4838 (1313.9968) mask_bce 0.2639 (0.2535) mask_dice 0.8404 (0.8476) mem 21940MB +[2025-12-25 07:38:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][380/1573] eta 0:14:23 lr 0.000020 time 0.4265 (0.7239) loss 1263.4896 (1314.5953) grad_norm 331.6922 (241.4092) embed_mse 1262.3967 (1313.4947) mask_bce 0.2575 (0.2530) mask_dice 0.8355 (0.8475) mem 21940MB +[2025-12-25 07:38:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][390/1573] eta 0:14:30 lr 0.000020 time 5.1709 (0.7355) loss 1283.9460 (1314.4679) grad_norm 182.0360 (240.1723) embed_mse 1282.8542 (1313.3677) mask_bce 0.2535 (0.2529) mask_dice 0.8382 (0.8473) mem 21940MB +[2025-12-25 07:38:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][400/1573] eta 0:14:13 lr 0.000020 time 0.4210 (0.7277) loss 1290.1345 (1314.0988) grad_norm 224.6293 (239.8390) embed_mse 1289.0560 (1312.9990) mask_bce 0.2329 (0.2524) mask_dice 0.8456 (0.8474) mem 21940MB +[2025-12-25 07:38:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][410/1573] eta 0:14:00 lr 0.000020 time 0.4176 (0.7228) loss 1261.5017 (1314.2219) grad_norm 226.3329 (239.5742) embed_mse 1260.4406 (1313.1223) mask_bce 0.2013 (0.2523) mask_dice 0.8598 (0.8474) mem 21940MB +[2025-12-25 07:38:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][420/1573] eta 0:13:59 lr 0.000020 time 0.4167 (0.7279) loss 1300.5691 (1313.2607) grad_norm 203.8197 (238.8866) embed_mse 1299.4858 (1312.1614) mask_bce 0.2309 (0.2518) mask_dice 0.8524 (0.8476) mem 21940MB +[2025-12-25 07:38:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][430/1573] eta 0:13:57 lr 0.000020 time 0.4234 (0.7331) loss 1317.6415 (1313.3636) grad_norm 198.2151 (238.1192) embed_mse 1316.5532 (1312.2639) mask_bce 0.2269 (0.2520) mask_dice 0.8615 (0.8477) mem 21940MB +[2025-12-25 07:38:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][440/1573] eta 0:13:42 lr 0.000020 time 0.4373 (0.7262) loss 1334.7958 (1313.5217) grad_norm 159.9742 (236.8738) embed_mse 1333.6387 (1312.4219) mask_bce 0.2936 (0.2521) mask_dice 0.8636 (0.8478) mem 21940MB +[2025-12-25 07:39:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][450/1573] eta 0:13:34 lr 0.000020 time 0.4184 (0.7251) loss 1286.8839 (1313.7104) grad_norm 165.2135 (235.5942) embed_mse 1285.7620 (1312.6105) mask_bce 0.2930 (0.2522) mask_dice 0.8290 (0.8477) mem 21940MB +[2025-12-25 07:39:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][460/1573] eta 0:13:26 lr 0.000020 time 0.4178 (0.7244) loss 1340.4047 (1313.7611) grad_norm 258.4776 (235.9957) embed_mse 1339.3287 (1312.6616) mask_bce 0.2250 (0.2516) mask_dice 0.8510 (0.8479) mem 21940MB +[2025-12-25 07:39:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][470/1573] eta 0:13:28 lr 0.000020 time 0.4147 (0.7326) loss 1341.0170 (1314.0218) grad_norm 206.8656 (235.4934) embed_mse 1339.9066 (1312.9225) mask_bce 0.2489 (0.2514) mask_dice 0.8614 (0.8479) mem 21940MB +[2025-12-25 07:39:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][480/1573] eta 0:13:14 lr 0.000020 time 0.4210 (0.7269) loss 1349.0557 (1314.5787) grad_norm 227.5229 (234.4324) embed_mse 1347.9761 (1313.4795) mask_bce 0.2250 (0.2512) mask_dice 0.8546 (0.8479) mem 21940MB +[2025-12-25 07:39:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][490/1573] eta 0:13:08 lr 0.000020 time 0.4167 (0.7278) loss 1352.5691 (1314.5585) grad_norm 176.5772 (233.4840) embed_mse 1351.4513 (1313.4593) mask_bce 0.2599 (0.2511) mask_dice 0.8579 (0.8481) mem 21940MB +[2025-12-25 07:39:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][500/1573] eta 0:13:01 lr 0.000019 time 0.4142 (0.7288) loss 1333.4149 (1314.8814) grad_norm 375.9012 (235.7810) embed_mse 1332.3223 (1313.7822) mask_bce 0.2329 (0.2511) mask_dice 0.8597 (0.8481) mem 21940MB +[2025-12-25 07:39:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][510/1573] eta 0:13:09 lr 0.000019 time 0.4476 (0.7428) loss 1306.4562 (1314.8413) grad_norm 211.0004 (235.3877) embed_mse 1305.3463 (1313.7423) mask_bce 0.2651 (0.2509) mask_dice 0.8447 (0.8481) mem 21940MB +[2025-12-25 07:40:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][520/1573] eta 0:12:56 lr 0.000019 time 0.4207 (0.7372) loss 1309.7224 (1315.0439) grad_norm 149.6325 (233.8002) embed_mse 1308.6316 (1313.9449) mask_bce 0.2109 (0.2508) mask_dice 0.8799 (0.8482) mem 21940MB +[2025-12-25 07:40:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][530/1573] eta 0:12:47 lr 0.000019 time 0.4198 (0.7358) loss 1292.6658 (1314.9140) grad_norm 204.4373 (233.3553) embed_mse 1291.5721 (1313.8149) mask_bce 0.2576 (0.2510) mask_dice 0.8361 (0.8481) mem 21940MB +[2025-12-25 07:40:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][540/1573] eta 0:12:34 lr 0.000019 time 0.4190 (0.7303) loss 1307.0491 (1314.5761) grad_norm 241.2109 (233.4726) embed_mse 1305.9756 (1313.4771) mask_bce 0.2389 (0.2508) mask_dice 0.8345 (0.8481) mem 21940MB +[2025-12-25 07:40:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][550/1573] eta 0:12:31 lr 0.000019 time 0.4456 (0.7349) loss 1302.9126 (1314.3755) grad_norm 451.3517 (236.6767) embed_mse 1301.8280 (1313.2767) mask_bce 0.2440 (0.2506) mask_dice 0.8406 (0.8482) mem 21940MB +[2025-12-25 07:40:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][560/1573] eta 0:12:26 lr 0.000019 time 3.4238 (0.7374) loss 1269.1552 (1314.4185) grad_norm 235.1589 (235.8355) embed_mse 1268.0369 (1313.3197) mask_bce 0.2831 (0.2507) mask_dice 0.8352 (0.8481) mem 21940MB +[2025-12-25 07:40:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][570/1573] eta 0:12:22 lr 0.000019 time 0.4255 (0.7404) loss 1296.3395 (1314.6415) grad_norm 172.9018 (234.9491) embed_mse 1295.2509 (1313.5428) mask_bce 0.2370 (0.2506) mask_dice 0.8516 (0.8481) mem 21940MB +[2025-12-25 07:40:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][580/1573] eta 0:12:19 lr 0.000019 time 0.4160 (0.7451) loss 1282.2234 (1314.4674) grad_norm 219.5343 (234.7350) embed_mse 1281.1398 (1313.3687) mask_bce 0.2422 (0.2506) mask_dice 0.8415 (0.8481) mem 21940MB +[2025-12-25 07:40:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][590/1573] eta 0:12:13 lr 0.000019 time 0.4410 (0.7465) loss 1319.4159 (1314.4668) grad_norm 223.7898 (234.5851) embed_mse 1318.3406 (1313.3681) mask_bce 0.2206 (0.2506) mask_dice 0.8547 (0.8481) mem 21940MB +[2025-12-25 07:41:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][600/1573] eta 0:12:01 lr 0.000019 time 0.4198 (0.7413) loss 1332.2422 (1314.1516) grad_norm 141.2943 (232.9709) embed_mse 1331.1307 (1313.0530) mask_bce 0.2628 (0.2506) mask_dice 0.8487 (0.8480) mem 21940MB +[2025-12-25 07:41:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][610/1573] eta 0:11:55 lr 0.000019 time 0.4188 (0.7429) loss 1277.4199 (1314.3199) grad_norm 331.0965 (234.2621) embed_mse 1276.3368 (1313.2214) mask_bce 0.2445 (0.2505) mask_dice 0.8386 (0.8480) mem 21940MB +[2025-12-25 07:41:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][620/1573] eta 0:11:55 lr 0.000019 time 4.7302 (0.7510) loss 1328.1915 (1314.6148) grad_norm 229.4418 (234.1994) embed_mse 1327.0975 (1313.5163) mask_bce 0.2490 (0.2504) mask_dice 0.8450 (0.8480) mem 21940MB +[2025-12-25 07:41:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][630/1573] eta 0:11:43 lr 0.000019 time 0.4200 (0.7465) loss 1319.5448 (1315.0163) grad_norm 286.6857 (234.8723) embed_mse 1318.4705 (1313.9175) mask_bce 0.2067 (0.2508) mask_dice 0.8677 (0.8480) mem 21940MB +[2025-12-25 07:41:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][640/1573] eta 0:11:31 lr 0.000019 time 0.4230 (0.7414) loss 1383.1364 (1315.1033) grad_norm 172.8067 (233.3431) embed_mse 1382.0094 (1314.0046) mask_bce 0.2576 (0.2507) mask_dice 0.8694 (0.8481) mem 21940MB +[2025-12-25 07:41:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][650/1573] eta 0:11:28 lr 0.000019 time 0.4173 (0.7462) loss 1310.1671 (1314.8690) grad_norm 291.7692 (234.0645) embed_mse 1309.0771 (1313.7703) mask_bce 0.2493 (0.2504) mask_dice 0.8406 (0.8482) mem 21940MB +[2025-12-25 07:41:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][660/1573] eta 0:11:20 lr 0.000019 time 1.2185 (0.7449) loss 1353.4777 (1314.7502) grad_norm 224.1896 (233.9440) embed_mse 1352.3873 (1313.6515) mask_bce 0.2241 (0.2505) mask_dice 0.8662 (0.8481) mem 21940MB +[2025-12-25 07:41:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][670/1573] eta 0:11:12 lr 0.000019 time 0.4192 (0.7448) loss 1331.2240 (1314.9096) grad_norm 205.5845 (233.6023) embed_mse 1330.1423 (1313.8108) mask_bce 0.2129 (0.2506) mask_dice 0.8688 (0.8481) mem 21940MB +[2025-12-25 07:42:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][680/1573] eta 0:11:16 lr 0.000019 time 0.4201 (0.7575) loss 1356.2899 (1314.8501) grad_norm 340.9423 (236.3615) embed_mse 1355.1781 (1313.7513) mask_bce 0.2685 (0.2507) mask_dice 0.8432 (0.8481) mem 21940MB +[2025-12-25 07:42:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][690/1573] eta 0:11:10 lr 0.000019 time 0.4206 (0.7589) loss 1325.2928 (1314.8950) grad_norm 446.8960 (238.8095) embed_mse 1324.1921 (1313.7963) mask_bce 0.2443 (0.2506) mask_dice 0.8564 (0.8481) mem 21940MB +[2025-12-25 07:42:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][700/1573] eta 0:10:59 lr 0.000019 time 0.4126 (0.7550) loss 1276.9464 (1314.7419) grad_norm 262.8186 (239.0855) embed_mse 1275.8391 (1313.6433) mask_bce 0.2872 (0.2505) mask_dice 0.8201 (0.8481) mem 21940MB +[2025-12-25 07:42:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][710/1573] eta 0:10:55 lr 0.000019 time 0.4141 (0.7594) loss 1327.5436 (1314.7264) grad_norm 239.7623 (239.0932) embed_mse 1326.4380 (1313.6278) mask_bce 0.2541 (0.2505) mask_dice 0.8516 (0.8481) mem 21940MB +[2025-12-25 07:42:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][720/1573] eta 0:10:53 lr 0.000019 time 0.4174 (0.7658) loss 1348.4814 (1314.8284) grad_norm 198.0735 (240.8480) embed_mse 1347.3668 (1313.7299) mask_bce 0.2549 (0.2505) mask_dice 0.8597 (0.8480) mem 21940MB +[2025-12-25 07:43:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][730/1573] eta 0:10:48 lr 0.000019 time 4.6414 (0.7694) loss 1349.4501 (1314.7416) grad_norm 264.8918 (241.1122) embed_mse 1348.3431 (1313.6430) mask_bce 0.2737 (0.2506) mask_dice 0.8333 (0.8481) mem 21940MB +[2025-12-25 07:43:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][740/1573] eta 0:10:49 lr 0.000019 time 1.9979 (0.7794) loss 1263.5009 (1314.8149) grad_norm 325.3427 (242.0278) embed_mse 1262.3721 (1313.7163) mask_bce 0.3213 (0.2506) mask_dice 0.8075 (0.8480) mem 21940MB +[2025-12-25 07:43:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][750/1573] eta 0:10:45 lr 0.000019 time 0.4290 (0.7840) loss 1339.3335 (1314.5985) grad_norm 255.3311 (242.1708) embed_mse 1338.2396 (1313.4998) mask_bce 0.2612 (0.2507) mask_dice 0.8326 (0.8480) mem 21940MB +[2025-12-25 07:43:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][760/1573] eta 0:10:33 lr 0.000019 time 0.4177 (0.7793) loss 1373.5095 (1314.7392) grad_norm 188.4905 (240.9744) embed_mse 1372.4128 (1313.6406) mask_bce 0.2533 (0.2505) mask_dice 0.8434 (0.8481) mem 21940MB +[2025-12-25 07:43:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][770/1573] eta 0:10:30 lr 0.000019 time 0.4194 (0.7852) loss 1313.8478 (1314.9382) grad_norm 202.1642 (240.5701) embed_mse 1312.7395 (1313.8395) mask_bce 0.2680 (0.2506) mask_dice 0.8402 (0.8482) mem 21940MB +[2025-12-25 07:43:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][780/1573] eta 0:10:25 lr 0.000019 time 0.4339 (0.7883) loss 1328.7976 (1315.0738) grad_norm 295.4553 (241.1359) embed_mse 1327.6907 (1313.9748) mask_bce 0.2780 (0.2509) mask_dice 0.8288 (0.8481) mem 21940MB +[2025-12-25 07:44:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][790/1573] eta 0:10:19 lr 0.000019 time 0.4218 (0.7917) loss 1281.8574 (1315.0747) grad_norm 283.8701 (241.5720) embed_mse 1280.7781 (1313.9757) mask_bce 0.2264 (0.2509) mask_dice 0.8530 (0.8481) mem 21940MB +[2025-12-25 07:44:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][800/1573] eta 0:10:12 lr 0.000019 time 0.4333 (0.7922) loss 1320.5244 (1315.2641) grad_norm 179.5901 (241.6561) embed_mse 1319.3921 (1314.1652) mask_bce 0.2721 (0.2508) mask_dice 0.8602 (0.8481) mem 21940MB +[2025-12-25 07:44:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][810/1573] eta 0:10:02 lr 0.000019 time 0.4219 (0.7894) loss 1315.1326 (1315.2518) grad_norm 211.9850 (241.3623) embed_mse 1314.0200 (1314.1528) mask_bce 0.2777 (0.2509) mask_dice 0.8349 (0.8481) mem 21940MB +[2025-12-25 07:44:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][820/1573] eta 0:09:54 lr 0.000019 time 0.4182 (0.7893) loss 1311.3882 (1315.2940) grad_norm 200.9978 (240.9666) embed_mse 1310.3087 (1314.1949) mask_bce 0.2355 (0.2511) mask_dice 0.8440 (0.8480) mem 21940MB +[2025-12-25 07:44:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][830/1573] eta 0:09:50 lr 0.000019 time 0.4485 (0.7952) loss 1291.9917 (1315.3057) grad_norm 348.9195 (242.0147) embed_mse 1290.8961 (1314.2067) mask_bce 0.2216 (0.2509) mask_dice 0.8741 (0.8481) mem 21940MB +[2025-12-25 07:44:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][840/1573] eta 0:09:39 lr 0.000019 time 0.4259 (0.7908) loss 1290.7800 (1315.1095) grad_norm 212.1408 (241.9438) embed_mse 1289.6742 (1314.0105) mask_bce 0.2573 (0.2509) mask_dice 0.8485 (0.8481) mem 21940MB +[2025-12-25 07:44:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][850/1573] eta 0:09:34 lr 0.000019 time 4.6706 (0.7948) loss 1254.8353 (1314.7279) grad_norm 277.7733 (242.2818) embed_mse 1253.7690 (1313.6287) mask_bce 0.2209 (0.2511) mask_dice 0.8454 (0.8480) mem 21940MB +[2025-12-25 07:45:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][860/1573] eta 0:09:27 lr 0.000019 time 0.4366 (0.7956) loss 1284.7189 (1314.6870) grad_norm 232.3556 (242.1890) embed_mse 1283.6501 (1313.5880) mask_bce 0.2284 (0.2509) mask_dice 0.8404 (0.8482) mem 21940MB +[2025-12-25 07:45:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][870/1573] eta 0:09:20 lr 0.000019 time 0.4188 (0.7970) loss 1336.2771 (1314.6731) grad_norm 189.4147 (241.7004) embed_mse 1335.2015 (1313.5740) mask_bce 0.2046 (0.2509) mask_dice 0.8709 (0.8482) mem 21940MB +[2025-12-25 07:45:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][880/1573] eta 0:09:11 lr 0.000019 time 0.4434 (0.7962) loss 1330.0851 (1314.6697) grad_norm 186.4896 (240.6184) embed_mse 1328.9657 (1313.5707) mask_bce 0.2931 (0.2509) mask_dice 0.8263 (0.8481) mem 21940MB +[2025-12-25 07:45:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][890/1573] eta 0:09:09 lr 0.000019 time 7.5173 (0.8047) loss 1244.3009 (1314.5072) grad_norm 271.9148 (240.9004) embed_mse 1243.2311 (1313.4083) mask_bce 0.2369 (0.2509) mask_dice 0.8329 (0.8481) mem 21940MB +[2025-12-25 07:45:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][900/1573] eta 0:09:03 lr 0.000019 time 0.4323 (0.8070) loss 1209.8503 (1314.4158) grad_norm 327.2153 (241.6711) embed_mse 1208.7654 (1313.3170) mask_bce 0.2322 (0.2508) mask_dice 0.8528 (0.8481) mem 21940MB +[2025-12-25 07:45:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][910/1573] eta 0:08:54 lr 0.000019 time 0.4154 (0.8067) loss 1319.2202 (1314.4267) grad_norm 206.9933 (241.3642) embed_mse 1318.0691 (1313.3279) mask_bce 0.3417 (0.2508) mask_dice 0.8093 (0.8481) mem 21940MB +[2025-12-25 07:46:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][920/1573] eta 0:08:47 lr 0.000019 time 0.4172 (0.8075) loss 1288.3988 (1314.3243) grad_norm 179.0957 (240.2144) embed_mse 1287.3048 (1313.2255) mask_bce 0.2384 (0.2508) mask_dice 0.8556 (0.8480) mem 21940MB +[2025-12-25 07:46:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][930/1573] eta 0:08:39 lr 0.000019 time 0.4160 (0.8083) loss 1316.9939 (1314.4539) grad_norm 181.4861 (239.7082) embed_mse 1315.8876 (1313.3550) mask_bce 0.2505 (0.2509) mask_dice 0.8558 (0.8480) mem 21940MB +[2025-12-25 07:46:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][940/1573] eta 0:08:33 lr 0.000019 time 0.4149 (0.8115) loss 1293.7297 (1314.4219) grad_norm 156.9143 (239.0005) embed_mse 1292.6378 (1313.3229) mask_bce 0.2333 (0.2510) mask_dice 0.8585 (0.8480) mem 21940MB +[2025-12-25 07:46:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][950/1573] eta 0:08:27 lr 0.000019 time 0.4180 (0.8146) loss 1323.7607 (1314.3172) grad_norm 190.6954 (238.5912) embed_mse 1322.6672 (1313.2182) mask_bce 0.2441 (0.2510) mask_dice 0.8494 (0.8481) mem 21940MB +[2025-12-25 07:46:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][960/1573] eta 0:08:20 lr 0.000019 time 0.4231 (0.8157) loss 1302.1691 (1314.4014) grad_norm 226.6129 (238.1671) embed_mse 1301.0352 (1313.3024) mask_bce 0.2815 (0.2509) mask_dice 0.8524 (0.8481) mem 21940MB +[2025-12-25 07:46:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][970/1573] eta 0:08:10 lr 0.000019 time 0.4261 (0.8130) loss 1340.8250 (1314.4466) grad_norm 202.0231 (237.8683) embed_mse 1339.6989 (1313.3475) mask_bce 0.2915 (0.2510) mask_dice 0.8345 (0.8480) mem 21940MB +[2025-12-25 07:46:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][980/1573] eta 0:08:02 lr 0.000019 time 1.8764 (0.8131) loss 1395.0597 (1314.3955) grad_norm 195.9050 (237.5244) embed_mse 1393.9486 (1313.2964) mask_bce 0.2659 (0.2511) mask_dice 0.8453 (0.8480) mem 21940MB +[2025-12-25 07:47:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][990/1573] eta 0:07:55 lr 0.000019 time 0.4288 (0.8162) loss 1357.3479 (1314.3048) grad_norm 256.8805 (237.6817) embed_mse 1356.2711 (1313.2057) mask_bce 0.2200 (0.2512) mask_dice 0.8569 (0.8479) mem 21940MB +[2025-12-25 07:47:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1000/1573] eta 0:07:48 lr 0.000019 time 5.1699 (0.8179) loss 1306.9482 (1314.2029) grad_norm 233.0664 (237.6760) embed_mse 1305.7683 (1313.1035) mask_bce 0.3133 (0.2515) mask_dice 0.8666 (0.8479) mem 21940MB +[2025-12-25 07:47:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1010/1573] eta 0:07:41 lr 0.000019 time 0.4158 (0.8196) loss 1284.4344 (1314.1973) grad_norm 190.3141 (237.3001) embed_mse 1283.3208 (1313.0978) mask_bce 0.2851 (0.2516) mask_dice 0.8286 (0.8478) mem 21940MB +[2025-12-25 07:47:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1020/1573] eta 0:07:33 lr 0.000019 time 0.4440 (0.8200) loss 1354.5829 (1314.2342) grad_norm 298.8265 (237.7845) embed_mse 1353.4712 (1313.1347) mask_bce 0.2794 (0.2517) mask_dice 0.8323 (0.8478) mem 21940MB +[2025-12-25 07:47:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1030/1573] eta 0:07:27 lr 0.000019 time 0.4336 (0.8242) loss 1227.9219 (1314.1127) grad_norm 252.0580 (237.8960) embed_mse 1226.8398 (1313.0131) mask_bce 0.2356 (0.2517) mask_dice 0.8464 (0.8478) mem 21940MB +[2025-12-25 07:47:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1040/1573] eta 0:07:20 lr 0.000019 time 3.5299 (0.8265) loss 1328.1591 (1314.1455) grad_norm 225.3016 (237.5081) embed_mse 1327.0490 (1313.0461) mask_bce 0.2821 (0.2516) mask_dice 0.8281 (0.8479) mem 21940MB +[2025-12-25 07:48:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1050/1573] eta 0:07:13 lr 0.000019 time 0.4202 (0.8287) loss 1293.6761 (1314.2267) grad_norm 209.0226 (237.2906) embed_mse 1292.5500 (1313.1274) mask_bce 0.2664 (0.2514) mask_dice 0.8597 (0.8480) mem 21940MB +[2025-12-25 07:48:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1060/1573] eta 0:07:06 lr 0.000019 time 0.4241 (0.8306) loss 1320.6516 (1314.2862) grad_norm 214.9803 (237.1216) embed_mse 1319.5717 (1313.1868) mask_bce 0.2044 (0.2513) mask_dice 0.8755 (0.8480) mem 21940MB +[2025-12-25 07:48:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1070/1573] eta 0:06:59 lr 0.000019 time 0.4224 (0.8339) loss 1329.2845 (1314.1827) grad_norm 177.5079 (236.6734) embed_mse 1328.1514 (1313.0833) mask_bce 0.3134 (0.2514) mask_dice 0.8198 (0.8480) mem 21940MB 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(train_geometry_finetune.py 372): INFO Train: [17/30][1110/1573] eta 0:06:25 lr 0.000019 time 0.4190 (0.8333) loss 1383.8672 (1314.3073) grad_norm 188.8969 (235.4885) embed_mse 1382.7354 (1313.2075) mask_bce 0.2915 (0.2518) mask_dice 0.8404 (0.8480) mem 21940MB +[2025-12-25 07:49:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1120/1573] eta 0:06:18 lr 0.000019 time 0.4260 (0.8346) loss 1344.4377 (1314.3450) grad_norm 243.5384 (235.7332) embed_mse 1343.3137 (1313.2452) mask_bce 0.2871 (0.2519) mask_dice 0.8369 (0.8479) mem 21940MB +[2025-12-25 07:49:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1130/1573] eta 0:06:10 lr 0.000018 time 3.3316 (0.8358) loss 1338.1794 (1314.4181) grad_norm 165.8527 (235.2375) embed_mse 1336.9716 (1313.3182) mask_bce 0.3663 (0.2519) mask_dice 0.8415 (0.8479) mem 21940MB +[2025-12-25 07:49:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1140/1573] eta 0:06:01 lr 0.000018 time 0.4161 (0.8350) loss 1366.1383 (1314.6194) grad_norm 210.0771 (235.0604) embed_mse 1365.0250 (1313.5195) mask_bce 0.2932 (0.2520) mask_dice 0.8201 (0.8479) mem 21940MB +[2025-12-25 07:49:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1150/1573] eta 0:05:55 lr 0.000018 time 0.4219 (0.8399) loss 1372.5491 (1314.7620) grad_norm 289.2107 (235.4391) embed_mse 1371.4630 (1313.6623) mask_bce 0.2397 (0.2518) mask_dice 0.8463 (0.8480) mem 21940MB +[2025-12-25 07:49:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1160/1573] eta 0:05:46 lr 0.000018 time 0.4467 (0.8387) loss 1331.5670 (1314.7960) grad_norm 444.7375 (236.6284) embed_mse 1330.4792 (1313.6963) mask_bce 0.2120 (0.2518) mask_dice 0.8757 (0.8480) mem 21940MB +[2025-12-25 07:50:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1170/1573] eta 0:05:38 lr 0.000018 time 0.4180 (0.8404) loss 1327.0879 (1314.7135) grad_norm 200.6402 (236.3819) embed_mse 1326.0126 (1313.6137) mask_bce 0.1982 (0.2517) mask_dice 0.8770 (0.8480) mem 21940MB +[2025-12-25 07:50:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1180/1573] eta 0:05:29 lr 0.000018 time 0.4203 (0.8381) loss 1264.7290 (1314.7481) grad_norm 215.6418 (236.2408) embed_mse 1263.6204 (1313.6484) mask_bce 0.2777 (0.2517) mask_dice 0.8310 (0.8481) mem 21940MB +[2025-12-25 07:50:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1190/1573] eta 0:05:20 lr 0.000018 time 0.4187 (0.8368) loss 1342.7349 (1314.8415) grad_norm 245.0447 (236.3003) embed_mse 1341.6290 (1313.7419) mask_bce 0.2740 (0.2516) mask_dice 0.8317 (0.8481) mem 21940MB +[2025-12-25 07:50:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1200/1573] eta 0:05:12 lr 0.000018 time 0.8631 (0.8374) loss 1382.6042 (1315.0100) grad_norm 203.6171 (235.9371) embed_mse 1381.5304 (1313.9105) mask_bce 0.2021 (0.2513) mask_dice 0.8719 (0.8482) mem 21940MB +[2025-12-25 07:50:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1210/1573] eta 0:05:05 lr 0.000018 time 4.5015 (0.8405) loss 1326.2456 (1315.0424) grad_norm 221.9887 (235.8447) embed_mse 1325.1614 (1313.9429) mask_bce 0.2328 (0.2513) mask_dice 0.8514 (0.8482) mem 21940MB +[2025-12-25 07:50:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1220/1573] eta 0:04:56 lr 0.000018 time 0.4221 (0.8396) loss 1329.1609 (1315.1248) grad_norm 227.3921 (235.7891) embed_mse 1328.0742 (1314.0251) mask_bce 0.2358 (0.2515) mask_dice 0.8509 (0.8482) mem 21940MB +[2025-12-25 07:50:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1230/1573] eta 0:04:48 lr 0.000018 time 0.4235 (0.8404) loss 1322.3765 (1315.1488) grad_norm 168.4090 (235.3487) embed_mse 1321.2844 (1314.0491) mask_bce 0.2290 (0.2514) mask_dice 0.8630 (0.8482) mem 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(train_geometry_finetune.py 372): INFO Train: [17/30][1270/1573] eta 0:04:14 lr 0.000018 time 0.4227 (0.8407) loss 1297.4048 (1315.0865) grad_norm 161.7578 (234.3490) embed_mse 1296.3042 (1313.9867) mask_bce 0.2589 (0.2515) mask_dice 0.8417 (0.8483) mem 21940MB +[2025-12-25 07:51:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1280/1573] eta 0:04:06 lr 0.000018 time 0.4188 (0.8422) loss 1377.5924 (1315.0274) grad_norm 288.2663 (234.7249) embed_mse 1376.5114 (1313.9276) mask_bce 0.2172 (0.2515) mask_dice 0.8639 (0.8483) mem 21940MB +[2025-12-25 07:51:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1290/1573] eta 0:03:57 lr 0.000018 time 1.3949 (0.8401) loss 1285.9723 (1314.8199) grad_norm 253.6131 (234.8422) embed_mse 1284.9055 (1313.7201) mask_bce 0.1940 (0.2514) mask_dice 0.8728 (0.8483) mem 21940MB +[2025-12-25 07:51:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1300/1573] eta 0:03:49 lr 0.000018 time 0.4190 (0.8410) loss 1303.3987 (1314.6821) grad_norm 312.7392 (235.3230) embed_mse 1302.2765 (1313.5823) mask_bce 0.2525 (0.2513) mask_dice 0.8697 (0.8484) mem 21940MB +[2025-12-25 07:52:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1310/1573] eta 0:03:41 lr 0.000018 time 0.4152 (0.8423) loss 1314.0968 (1314.6657) grad_norm 263.2381 (235.4943) embed_mse 1313.0171 (1313.5660) mask_bce 0.2236 (0.2514) mask_dice 0.8561 (0.8483) mem 21940MB +[2025-12-25 07:52:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1320/1573] eta 0:03:33 lr 0.000018 time 0.4144 (0.8426) loss 1348.4584 (1314.7412) grad_norm 186.4748 (234.8009) embed_mse 1347.3074 (1313.6415) mask_bce 0.3157 (0.2514) mask_dice 0.8353 (0.8483) mem 21940MB +[2025-12-25 07:52:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1330/1573] eta 0:03:25 lr 0.000018 time 0.4152 (0.8443) loss 1268.5219 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(1313.1849) mask_bce 0.2796 (0.2513) mask_dice 0.8438 (0.8483) mem 21940MB +[2025-12-25 07:52:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1370/1573] eta 0:02:51 lr 0.000018 time 0.4245 (0.8443) loss 1354.2427 (1314.4266) grad_norm 166.9373 (233.6097) embed_mse 1353.1674 (1313.3270) mask_bce 0.2093 (0.2513) mask_dice 0.8660 (0.8484) mem 21940MB +[2025-12-25 07:53:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1380/1573] eta 0:02:43 lr 0.000018 time 0.4238 (0.8456) loss 1321.8726 (1314.3114) grad_norm 224.9689 (233.5595) embed_mse 1320.7694 (1313.2118) mask_bce 0.2713 (0.2513) mask_dice 0.8318 (0.8483) mem 21940MB +[2025-12-25 07:53:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1390/1573] eta 0:02:35 lr 0.000018 time 0.4197 (0.8470) loss 1311.6357 (1314.2708) grad_norm 282.0714 (233.8399) embed_mse 1310.5382 (1313.1713) mask_bce 0.2557 (0.2513) mask_dice 0.8419 (0.8483) mem 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(train_geometry_finetune.py 372): INFO Train: [17/30][1430/1573] eta 0:02:01 lr 0.000018 time 0.4177 (0.8467) loss 1303.6685 (1314.0960) grad_norm 142.2163 (232.8917) embed_mse 1302.5831 (1312.9965) mask_bce 0.2370 (0.2512) mask_dice 0.8484 (0.8483) mem 21940MB +[2025-12-25 07:53:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1440/1573] eta 0:01:52 lr 0.000018 time 0.4411 (0.8479) loss 1255.1987 (1314.1138) grad_norm 228.9008 (232.8892) embed_mse 1254.0276 (1313.0143) mask_bce 0.3114 (0.2513) mask_dice 0.8597 (0.8483) mem 21940MB +[2025-12-25 07:54:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1450/1573] eta 0:01:44 lr 0.000018 time 0.4204 (0.8477) loss 1306.0829 (1314.0052) grad_norm 256.7241 (233.0209) embed_mse 1304.9998 (1312.9058) mask_bce 0.2113 (0.2512) mask_dice 0.8718 (0.8483) mem 21940MB +[2025-12-25 07:54:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1460/1573] eta 0:01:36 lr 0.000018 time 5.4646 (0.8505) loss 1300.3462 (1313.8757) grad_norm 202.1911 (232.8515) embed_mse 1299.2866 (1312.7763) mask_bce 0.2180 (0.2511) mask_dice 0.8416 (0.8482) mem 21940MB +[2025-12-25 07:54:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1470/1573] eta 0:01:27 lr 0.000018 time 0.4194 (0.8475) loss 1317.9651 (1313.8910) grad_norm 236.3157 (232.8704) embed_mse 1316.8182 (1312.7917) mask_bce 0.2771 (0.2511) mask_dice 0.8697 (0.8482) mem 21940MB +[2025-12-25 07:54:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1480/1573] eta 0:01:18 lr 0.000018 time 0.4342 (0.8483) loss 1312.3815 (1313.8052) grad_norm 156.9948 (232.3991) embed_mse 1311.2534 (1312.7058) mask_bce 0.3063 (0.2512) mask_dice 0.8218 (0.8482) mem 21940MB +[2025-12-25 07:54:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1490/1573] eta 0:01:10 lr 0.000018 time 0.4235 (0.8475) loss 1336.3311 (1313.6918) grad_norm 153.2984 (231.9738) embed_mse 1335.2374 (1312.5924) mask_bce 0.2408 (0.2513) mask_dice 0.8529 (0.8481) mem 21940MB +[2025-12-25 07:54:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1500/1573] eta 0:01:01 lr 0.000018 time 0.4154 (0.8464) loss 1315.6613 (1313.6002) grad_norm 171.3152 (231.6495) embed_mse 1314.5576 (1312.5008) mask_bce 0.2652 (0.2512) mask_dice 0.8384 (0.8482) mem 21940MB +[2025-12-25 07:54:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1510/1573] eta 0:00:53 lr 0.000018 time 1.4347 (0.8474) loss 1306.1930 (1313.4822) grad_norm 193.8376 (231.4483) embed_mse 1305.0806 (1312.3828) mask_bce 0.2767 (0.2513) mask_dice 0.8357 (0.8481) mem 21940MB +[2025-12-25 07:55:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1520/1573] eta 0:00:44 lr 0.000018 time 0.4179 (0.8472) loss 1291.4471 (1313.5201) grad_norm 132.8069 (230.5788) embed_mse 1290.3427 (1312.4206) mask_bce 0.2715 (0.2514) mask_dice 0.8331 (0.8481) mem 21940MB +[2025-12-25 07:55:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1530/1573] eta 0:00:36 lr 0.000018 time 0.4211 (0.8485) loss 1261.0077 (1313.5043) grad_norm 212.7175 (230.4853) embed_mse 1259.9257 (1312.4048) mask_bce 0.2296 (0.2514) mask_dice 0.8524 (0.8481) mem 21940MB +[2025-12-25 07:55:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1540/1573] eta 0:00:27 lr 0.000018 time 0.4220 (0.8458) loss 1299.2573 (1313.3537) grad_norm 198.7874 (230.3202) embed_mse 1298.1467 (1312.2543) mask_bce 0.2644 (0.2513) mask_dice 0.8462 (0.8481) mem 21940MB +[2025-12-25 07:55:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1550/1573] eta 0:00:19 lr 0.000018 time 0.4179 (0.8493) loss 1298.5514 (1313.4971) grad_norm 185.0896 (230.0858) embed_mse 1297.4521 (1312.3976) mask_bce 0.2467 (0.2513) mask_dice 0.8525 (0.8482) mem 21940MB +[2025-12-25 07:55:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1560/1573] eta 0:00:11 lr 0.000018 time 0.4188 (0.8479) loss 1298.6008 (1313.3783) grad_norm 357.1038 (230.6391) embed_mse 1297.4514 (1312.2789) mask_bce 0.2744 (0.2513) mask_dice 0.8750 (0.8482) mem 21940MB +[2025-12-25 07:55:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1570/1573] eta 0:00:02 lr 0.000018 time 0.4190 (0.8484) loss 1241.9357 (1313.3715) grad_norm 158.8129 (230.2726) embed_mse 1240.8499 (1312.2721) mask_bce 0.2375 (0.2513) mask_dice 0.8484 (0.8482) mem 21940MB +[2025-12-25 07:55:51 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 17 training takes 0:22:14 +[2025-12-25 07:55:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][0/1573] eta 2:50:04 lr 0.000018 time 6.4870 (6.4870) loss 1314.4089 (1314.4089) grad_norm 0.0000 (0.0000) embed_mse 1313.3124 (1313.3124) mask_bce 0.2561 (0.2561) mask_dice 0.8404 (0.8404) mem 21940MB +[2025-12-25 07:56:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][10/1573] eta 0:41:46 lr 0.000018 time 1.7939 (1.6034) loss 1311.4811 (1293.0344) grad_norm 250.4054 (250.4054) embed_mse 1310.3951 (1291.9404) mask_bce 0.2202 (0.2457) mask_dice 0.8658 (0.8483) mem 21940MB +[2025-12-25 07:56:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][20/1573] eta 0:33:28 lr 0.000018 time 0.4514 (1.2936) loss 1258.9996 (1300.5281) grad_norm 186.0721 (218.2387) embed_mse 1257.9027 (1299.4287) mask_bce 0.2592 (0.2539) mask_dice 0.8378 (0.8455) mem 21940MB +[2025-12-25 07:56:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][30/1573] eta 0:31:01 lr 0.000018 time 0.4217 (1.2067) loss 1316.5043 (1305.2304) grad_norm 211.9071 (216.1282) embed_mse 1315.4138 (1304.1320) mask_bce 0.2364 (0.2523) mask_dice 0.8541 (0.8461) mem 21940MB +[2025-12-25 07:56:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][40/1573] eta 0:29:00 lr 0.000018 time 0.4213 (1.1355) loss 1314.4570 (1309.3785) grad_norm 216.3048 (242.8138) embed_mse 1313.3785 (1308.2825) mask_bce 0.2191 (0.2483) mask_dice 0.8594 (0.8477) mem 21940MB +[2025-12-25 07:56:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][50/1573] eta 0:27:08 lr 0.000018 time 0.4222 (1.0693) loss 1345.8303 (1310.9012) grad_norm 168.1265 (230.3659) embed_mse 1344.7330 (1309.8054) mask_bce 0.2450 (0.2475) mask_dice 0.8522 (0.8483) mem 21940MB +[2025-12-25 07:56:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][60/1573] eta 0:26:28 lr 0.000018 time 0.4489 (1.0496) loss 1349.6815 (1314.4705) grad_norm 209.0612 (227.3224) embed_mse 1348.5790 (1313.3722) mask_bce 0.2528 (0.2499) mask_dice 0.8497 (0.8484) mem 21940MB +[2025-12-25 07:57:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][70/1573] eta 0:28:50 lr 0.000018 time 5.6841 (1.1512) loss 1274.1027 (1313.8175) grad_norm 281.6966 (234.1191) embed_mse 1273.0111 (1312.7194) mask_bce 0.2498 (0.2493) mask_dice 0.8418 (0.8488) mem 21940MB +[2025-12-25 07:57:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][80/1573] eta 0:27:32 lr 0.000018 time 0.4311 (1.1066) loss 1365.2421 (1312.6484) grad_norm 329.8356 (240.6487) embed_mse 1364.1255 (1311.5503) mask_bce 0.2949 (0.2492) mask_dice 0.8217 (0.8489) mem 21940MB +[2025-12-25 07:57:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][90/1573] eta 0:25:29 lr 0.000018 time 0.4233 (1.0314) loss 1369.1309 (1313.8758) grad_norm 262.3301 (242.6197) embed_mse 1367.9866 (1312.7769) mask_bce 0.2641 (0.2502) mask_dice 0.8801 (0.8487) mem 21940MB +[2025-12-25 07:57:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][100/1573] eta 0:24:38 lr 0.000018 time 0.4537 (1.0037) loss 1354.8274 (1313.0075) grad_norm 186.6201 (237.9531) embed_mse 1353.7587 (1311.9107) mask_bce 0.2023 (0.2479) mask_dice 0.8665 (0.8489) mem 21940MB +[2025-12-25 07:57:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][110/1573] eta 0:24:08 lr 0.000018 time 0.4267 (0.9904) loss 1317.3505 (1312.6922) grad_norm 248.0723 (238.7315) embed_mse 1316.2368 (1311.5953) mask_bce 0.2760 (0.2480) mask_dice 0.8377 (0.8489) mem 21940MB +[2025-12-25 07:57:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][120/1573] eta 0:24:10 lr 0.000018 time 0.4257 (0.9986) loss 1274.2247 (1314.2119) grad_norm 195.1787 (238.8158) embed_mse 1273.1364 (1313.1151) mask_bce 0.2516 (0.2475) mask_dice 0.8368 (0.8493) mem 21940MB +[2025-12-25 07:57:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][130/1573] eta 0:23:31 lr 0.000018 time 0.4171 (0.9780) loss 1354.1226 (1314.6408) grad_norm 195.2219 (236.0912) embed_mse 1353.0248 (1313.5452) mask_bce 0.2765 (0.2466) mask_dice 0.8213 (0.8491) mem 21940MB +[2025-12-25 07:58:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][140/1573] eta 0:22:48 lr 0.000018 time 0.5101 (0.9549) loss 1306.4097 (1314.0945) grad_norm 393.2634 (245.3366) embed_mse 1305.3059 (1312.9991) mask_bce 0.2665 (0.2461) mask_dice 0.8373 (0.8493) mem 21940MB +[2025-12-25 07:58:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][150/1573] eta 0:22:38 lr 0.000018 time 1.9049 (0.9544) loss 1310.0743 (1315.2835) grad_norm 160.9179 (240.6467) embed_mse 1308.9569 (1314.1881) mask_bce 0.2649 (0.2457) mask_dice 0.8525 (0.8497) mem 21940MB +[2025-12-25 07:58:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][160/1573] eta 0:22:07 lr 0.000018 time 0.4211 (0.9393) loss 1279.3866 (1314.3794) grad_norm 198.7094 (243.2118) embed_mse 1278.2802 (1313.2839) mask_bce 0.2617 (0.2464) mask_dice 0.8447 (0.8492) mem 21940MB +[2025-12-25 07:58:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][170/1573] eta 0:21:48 lr 0.000018 time 0.4191 (0.9327) loss 1343.8168 (1314.8446) grad_norm 181.4198 (240.2694) embed_mse 1342.7234 (1313.7492) mask_bce 0.2415 (0.2464) mask_dice 0.8519 (0.8490) mem 21940MB +[2025-12-25 07:58:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][180/1573] eta 0:21:08 lr 0.000018 time 0.4159 (0.9107) loss 1310.3416 (1313.6447) grad_norm 229.8462 (239.7956) embed_mse 1309.2460 (1312.5493) mask_bce 0.2592 (0.2463) mask_dice 0.8364 (0.8491) mem 21940MB +[2025-12-25 07:58:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][190/1573] eta 0:21:21 lr 0.000018 time 0.4196 (0.9268) loss 1308.1409 (1313.9864) grad_norm 216.4949 (238.7825) embed_mse 1307.0413 (1312.8905) mask_bce 0.2559 (0.2468) mask_dice 0.8438 (0.8491) mem 21940MB +[2025-12-25 07:58:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][200/1573] eta 0:20:58 lr 0.000017 time 0.4189 (0.9169) loss 1285.6688 (1313.2426) grad_norm 201.6933 (235.7109) embed_mse 1284.5861 (1312.1471) mask_bce 0.2237 (0.2459) mask_dice 0.8592 (0.8496) mem 21940MB +[2025-12-25 07:59:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][210/1573] eta 0:20:35 lr 0.000017 time 0.4425 (0.9067) loss 1268.0391 (1313.4582) grad_norm 325.1735 (239.1517) embed_mse 1266.9468 (1312.3627) mask_bce 0.2351 (0.2460) mask_dice 0.8571 (0.8495) mem 21940MB +[2025-12-25 07:59:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][220/1573] eta 0:20:14 lr 0.000017 time 2.3830 (0.8974) loss 1306.0878 (1313.4023) grad_norm 402.8070 (245.2131) embed_mse 1305.0034 (1312.3066) mask_bce 0.2423 (0.2459) mask_dice 0.8420 (0.8499) mem 21940MB +[2025-12-25 07:59:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][230/1573] eta 0:19:59 lr 0.000017 time 0.4195 (0.8933) loss 1303.4518 (1312.7831) grad_norm 205.1481 (243.7822) embed_mse 1302.3345 (1311.6870) mask_bce 0.2977 (0.2468) mask_dice 0.8196 (0.8493) mem 21940MB +[2025-12-25 07:59:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][240/1573] eta 0:19:39 lr 0.000017 time 0.4186 (0.8849) loss 1301.1615 (1311.8460) grad_norm 331.5256 (245.7305) embed_mse 1300.0449 (1310.7496) mask_bce 0.2694 (0.2470) mask_dice 0.8471 (0.8494) mem 21940MB +[2025-12-25 07:59:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][250/1573] eta 0:19:21 lr 0.000017 time 0.4225 (0.8779) loss 1253.5896 (1310.9928) grad_norm 218.7720 (244.8608) embed_mse 1252.4668 (1309.8962) mask_bce 0.2974 (0.2473) mask_dice 0.8254 (0.8493) mem 21940MB +[2025-12-25 07:59:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][260/1573] eta 0:19:21 lr 0.000017 time 3.1419 (0.8844) loss 1375.3602 (1311.2755) grad_norm 173.1982 (242.6214) embed_mse 1374.2598 (1310.1789) mask_bce 0.2611 (0.2474) mask_dice 0.8394 (0.8492) mem 21940MB +[2025-12-25 07:59:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][270/1573] eta 0:19:09 lr 0.000017 time 0.4181 (0.8821) loss 1330.6719 (1310.8198) grad_norm 219.6976 (241.9267) embed_mse 1329.5638 (1309.7231) mask_bce 0.2824 (0.2479) mask_dice 0.8257 (0.8488) mem 21940MB +[2025-12-25 07:59:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][280/1573] eta 0:18:48 lr 0.000017 time 0.4181 (0.8729) loss 1330.3060 (1310.9026) grad_norm 229.2160 (241.4758) embed_mse 1329.2279 (1309.8058) mask_bce 0.2302 (0.2479) mask_dice 0.8479 (0.8488) mem 21940MB +[2025-12-25 08:00:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][290/1573] eta 0:18:30 lr 0.000017 time 0.4258 (0.8652) loss 1347.2277 (1310.8415) grad_norm 234.4615 (241.2810) embed_mse 1346.1193 (1309.7452) mask_bce 0.2628 (0.2471) mask_dice 0.8456 (0.8491) mem 21940MB +[2025-12-25 08:00:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][300/1573] eta 0:18:35 lr 0.000017 time 0.4529 (0.8760) loss 1318.6718 (1310.8108) grad_norm 466.7181 (247.3739) embed_mse 1317.6077 (1309.7148) mask_bce 0.2059 (0.2471) mask_dice 0.8583 (0.8489) mem 21940MB +[2025-12-25 08:00:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][310/1573] eta 0:18:08 lr 0.000017 time 0.4260 (0.8620) loss 1298.1294 (1310.7489) grad_norm 220.9384 (246.6782) embed_mse 1297.0260 (1309.6530) mask_bce 0.2625 (0.2471) mask_dice 0.8409 (0.8488) mem 21940MB +[2025-12-25 08:00:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][320/1573] eta 0:18:00 lr 0.000017 time 0.4178 (0.8622) loss 1303.5486 (1311.2591) grad_norm 166.4295 (243.9803) embed_mse 1302.4498 (1310.1630) mask_bce 0.2405 (0.2473) mask_dice 0.8583 (0.8487) mem 21940MB +[2025-12-25 08:00:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][330/1573] eta 0:17:54 lr 0.000017 time 0.4195 (0.8641) loss 1341.5892 (1311.3801) grad_norm 199.3543 (242.8919) embed_mse 1340.4668 (1310.2841) mask_bce 0.2778 (0.2471) mask_dice 0.8447 (0.8488) mem 21940MB +[2025-12-25 08:00:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][340/1573] eta 0:17:32 lr 0.000017 time 0.9680 (0.8532) loss 1280.0802 (1311.0410) grad_norm 145.5162 (240.5734) embed_mse 1278.9945 (1309.9452) mask_bce 0.2208 (0.2468) mask_dice 0.8648 (0.8490) mem 21940MB +[2025-12-25 08:00:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][350/1573] eta 0:17:49 lr 0.000017 time 6.3426 (0.8748) loss 1275.3926 (1310.9177) grad_norm 224.1237 (240.1909) embed_mse 1274.2864 (1309.8221) mask_bce 0.2696 (0.2466) mask_dice 0.8365 (0.8490) mem 21940MB +[2025-12-25 08:01:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][360/1573] eta 0:17:27 lr 0.000017 time 0.4172 (0.8633) loss 1273.1514 (1310.7215) grad_norm 185.2338 (239.8644) embed_mse 1272.0673 (1309.6259) mask_bce 0.2402 (0.2466) mask_dice 0.8438 (0.8490) mem 21940MB +[2025-12-25 08:01:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][370/1573] eta 0:17:09 lr 0.000017 time 0.4182 (0.8555) loss 1281.9976 (1310.9175) grad_norm 355.4675 (242.3775) embed_mse 1280.9302 (1309.8220) mask_bce 0.2157 (0.2465) mask_dice 0.8516 (0.8490) mem 21940MB +[2025-12-25 08:01:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][380/1573] eta 0:17:06 lr 0.000017 time 0.4165 (0.8602) loss 1347.1326 (1311.1140) grad_norm 432.1147 (246.4145) embed_mse 1346.0333 (1310.0187) mask_bce 0.2528 (0.2463) mask_dice 0.8464 (0.8490) mem 21940MB +[2025-12-25 08:01:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][390/1573] eta 0:17:03 lr 0.000017 time 0.4140 (0.8652) loss 1265.9662 (1311.3333) grad_norm 167.6107 (244.7727) embed_mse 1264.8629 (1310.2380) mask_bce 0.2371 (0.2463) mask_dice 0.8662 (0.8491) mem 21940MB +[2025-12-25 08:01:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][400/1573] eta 0:17:10 lr 0.000017 time 0.4173 (0.8787) loss 1365.2421 (1311.3971) grad_norm 279.2868 (244.8634) embed_mse 1364.1578 (1310.3017) mask_bce 0.2243 (0.2463) mask_dice 0.8599 (0.8491) mem 21940MB +[2025-12-25 08:01:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][410/1573] eta 0:16:49 lr 0.000017 time 0.4237 (0.8682) loss 1283.9563 (1311.4121) grad_norm 301.8594 (245.9809) embed_mse 1282.8805 (1310.3169) mask_bce 0.2402 (0.2462) mask_dice 0.8356 (0.8490) mem 21940MB +[2025-12-25 08:02:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][420/1573] eta 0:16:48 lr 0.000017 time 0.4191 (0.8749) loss 1303.4088 (1311.7208) grad_norm 240.4995 (245.8755) embed_mse 1302.3104 (1310.6258) mask_bce 0.2336 (0.2459) mask_dice 0.8649 (0.8490) mem 21940MB +[2025-12-25 08:02:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][430/1573] eta 0:16:45 lr 0.000017 time 0.4173 (0.8800) loss 1224.7228 (1311.8818) grad_norm 321.7019 (247.3062) embed_mse 1223.6262 (1310.7868) mask_bce 0.2381 (0.2457) mask_dice 0.8583 (0.8492) mem 21940MB +[2025-12-25 08:02:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][440/1573] eta 0:16:36 lr 0.000017 time 0.4631 (0.8799) loss 1277.4237 (1311.8775) grad_norm 230.6265 (248.2519) embed_mse 1276.3418 (1310.7822) mask_bce 0.2059 (0.2462) mask_dice 0.8761 (0.8491) mem 21940MB +[2025-12-25 08:02:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][450/1573] eta 0:16:47 lr 0.000017 time 4.1079 (0.8971) loss 1285.3446 (1312.1536) grad_norm 369.4861 (250.4168) embed_mse 1284.2858 (1311.0579) mask_bce 0.2161 (0.2464) mask_dice 0.8426 (0.8492) mem 21940MB +[2025-12-25 08:02:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][460/1573] eta 0:16:44 lr 0.000017 time 0.4691 (0.9025) loss 1259.8120 (1312.0651) grad_norm 152.8355 (248.7049) embed_mse 1258.7021 (1310.9694) mask_bce 0.2396 (0.2464) mask_dice 0.8703 (0.8493) mem 21940MB +[2025-12-25 08:02:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][470/1573] eta 0:16:39 lr 0.000017 time 0.4255 (0.9065) loss 1287.1760 (1311.9691) grad_norm 223.5224 (248.2707) embed_mse 1286.1067 (1310.8732) mask_bce 0.2188 (0.2468) mask_dice 0.8504 (0.8491) mem 21940MB +[2025-12-25 08:03:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][480/1573] eta 0:16:28 lr 0.000017 time 0.4231 (0.9047) loss 1369.6699 (1312.1459) grad_norm 182.4897 (246.1431) embed_mse 1368.5773 (1311.0497) mask_bce 0.2300 (0.2470) mask_dice 0.8626 (0.8492) mem 21940MB +[2025-12-25 08:03:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][490/1573] eta 0:16:13 lr 0.000017 time 0.4176 (0.8992) loss 1285.0352 (1312.1112) grad_norm 200.9390 (245.4021) embed_mse 1283.9388 (1311.0149) mask_bce 0.2390 (0.2473) mask_dice 0.8573 (0.8490) mem 21940MB +[2025-12-25 08:03:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][500/1573] eta 0:16:02 lr 0.000017 time 0.4208 (0.8973) loss 1403.0591 (1312.2004) grad_norm 256.7699 (245.5854) embed_mse 1401.9736 (1311.1040) mask_bce 0.2309 (0.2477) mask_dice 0.8547 (0.8488) mem 21940MB +[2025-12-25 08:03:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][510/1573] eta 0:15:52 lr 0.000017 time 0.4209 (0.8960) loss 1247.5581 (1311.6882) grad_norm 215.5365 (245.1085) embed_mse 1246.4733 (1310.5917) mask_bce 0.2538 (0.2478) mask_dice 0.8310 (0.8487) mem 21940MB +[2025-12-25 08:03:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][520/1573] eta 0:16:05 lr 0.000017 time 5.7722 (0.9170) loss 1283.2017 (1311.6125) grad_norm 322.1408 (247.4378) embed_mse 1282.1154 (1310.5160) mask_bce 0.2265 (0.2478) mask_dice 0.8599 (0.8488) mem 21940MB +[2025-12-25 08:03:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][530/1573] eta 0:15:46 lr 0.000017 time 0.4192 (0.9077) loss 1297.5916 (1311.7110) grad_norm 174.1754 (246.3277) embed_mse 1296.4941 (1310.6143) mask_bce 0.2603 (0.2478) mask_dice 0.8372 (0.8488) mem 21940MB +[2025-12-25 08:04:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][540/1573] eta 0:15:38 lr 0.000017 time 2.3929 (0.9090) loss 1272.7678 (1311.4576) grad_norm 159.3156 (245.0291) embed_mse 1271.6572 (1310.3610) mask_bce 0.2891 (0.2477) mask_dice 0.8215 (0.8488) mem 21940MB +[2025-12-25 08:04:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][550/1573] eta 0:15:34 lr 0.000017 time 0.4279 (0.9139) loss 1254.4952 (1311.3385) grad_norm 222.4985 (244.6977) embed_mse 1253.3818 (1310.2416) mask_bce 0.2773 (0.2483) mask_dice 0.8360 (0.8487) mem 21940MB +[2025-12-25 08:04:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][560/1573] eta 0:15:25 lr 0.000017 time 0.4200 (0.9138) loss 1291.7664 (1311.3658) grad_norm 187.1646 (242.8175) embed_mse 1290.6790 (1310.2688) mask_bce 0.2404 (0.2485) mask_dice 0.8469 (0.8485) mem 21940MB +[2025-12-25 08:04:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][570/1573] eta 0:15:16 lr 0.000017 time 0.8497 (0.9140) loss 1301.9562 (1311.4453) grad_norm 200.4745 (242.2211) embed_mse 1300.8256 (1310.3483) mask_bce 0.2427 (0.2484) mask_dice 0.8878 (0.8486) mem 21940MB +[2025-12-25 08:04:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][580/1573] eta 0:15:05 lr 0.000017 time 0.4158 (0.9119) loss 1237.5690 (1311.6459) grad_norm 215.1862 (241.8456) embed_mse 1236.5160 (1310.5489) mask_bce 0.1997 (0.2484) mask_dice 0.8532 (0.8486) mem 21940MB +[2025-12-25 08:04:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][590/1573] eta 0:14:57 lr 0.000017 time 0.4229 (0.9129) loss 1347.5511 (1311.6309) grad_norm 250.7492 (241.9676) embed_mse 1346.4615 (1310.5338) mask_bce 0.2579 (0.2485) mask_dice 0.8316 (0.8486) mem 21940MB +[2025-12-25 08:04:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][600/1573] eta 0:14:40 lr 0.000017 time 0.7733 (0.9054) loss 1348.1655 (1311.9429) grad_norm 172.1442 (240.4093) embed_mse 1347.0570 (1310.8457) mask_bce 0.2523 (0.2486) mask_dice 0.8562 (0.8486) mem 21940MB +[2025-12-25 08:05:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][610/1573] eta 0:14:39 lr 0.000017 time 0.4325 (0.9128) loss 1285.4231 (1311.8373) grad_norm 256.4843 (240.6209) embed_mse 1284.3263 (1310.7398) mask_bce 0.2544 (0.2489) mask_dice 0.8424 (0.8485) mem 21940MB +[2025-12-25 08:05:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][620/1573] eta 0:14:22 lr 0.000017 time 0.4201 (0.9049) loss 1349.4952 (1312.1239) grad_norm 400.2455 (242.6939) embed_mse 1348.4000 (1311.0266) mask_bce 0.2539 (0.2490) mask_dice 0.8414 (0.8484) mem 21940MB +[2025-12-25 08:05:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][630/1573] eta 0:14:09 lr 0.000017 time 0.4678 (0.9011) loss 1365.7549 (1312.9749) grad_norm 304.0557 (243.4806) embed_mse 1364.6616 (1311.8770) mask_bce 0.2418 (0.2494) mask_dice 0.8514 (0.8485) mem 21940MB +[2025-12-25 08:05:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][640/1573] eta 0:14:09 lr 0.000017 time 0.4172 (0.9103) loss 1279.8831 (1313.1111) grad_norm 321.9647 (245.2799) embed_mse 1278.7925 (1312.0131) mask_bce 0.2343 (0.2496) mask_dice 0.8563 (0.8484) mem 21940MB +[2025-12-25 08:05:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][650/1573] eta 0:13:55 lr 0.000017 time 0.4187 (0.9052) loss 1270.1185 (1313.1269) grad_norm 172.1863 (244.3775) embed_mse 1269.0302 (1312.0291) mask_bce 0.2390 (0.2494) mask_dice 0.8494 (0.8485) mem 21940MB +[2025-12-25 08:05:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][660/1573] eta 0:13:44 lr 0.000017 time 0.4132 (0.9030) loss 1303.8622 (1312.9342) grad_norm 244.5974 (244.3802) embed_mse 1302.7894 (1311.8363) mask_bce 0.2128 (0.2495) mask_dice 0.8600 (0.8485) mem 21940MB +[2025-12-25 08:06:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][670/1573] eta 0:13:49 lr 0.000017 time 0.4183 (0.9184) loss 1370.5699 (1312.9330) grad_norm 173.4064 (243.5251) embed_mse 1369.4473 (1311.8350) mask_bce 0.2819 (0.2496) mask_dice 0.8408 (0.8484) mem 21940MB +[2025-12-25 08:06:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][680/1573] eta 0:13:33 lr 0.000017 time 0.4162 (0.9112) loss 1255.7592 (1313.2705) grad_norm 182.3803 (243.1362) embed_mse 1254.6658 (1312.1722) mask_bce 0.2581 (0.2499) mask_dice 0.8353 (0.8484) mem 21940MB +[2025-12-25 08:06:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][690/1573] eta 0:13:27 lr 0.000017 time 0.4164 (0.9142) loss 1283.2556 (1313.4277) grad_norm 196.8034 (242.5974) embed_mse 1282.1915 (1312.3294) mask_bce 0.2185 (0.2499) mask_dice 0.8455 (0.8484) mem 21940MB +[2025-12-25 08:06:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][700/1573] eta 0:13:17 lr 0.000017 time 0.4219 (0.9137) loss 1326.3212 (1313.3366) grad_norm 169.9393 (241.7622) embed_mse 1325.2174 (1312.2383) mask_bce 0.2612 (0.2499) mask_dice 0.8426 (0.8484) mem 21940MB +[2025-12-25 08:06:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][710/1573] eta 0:13:02 lr 0.000017 time 0.4199 (0.9068) loss 1282.2445 (1313.0427) grad_norm 200.5653 (241.2941) embed_mse 1281.0438 (1311.9443) mask_bce 0.3306 (0.2500) mask_dice 0.8699 (0.8484) mem 21940MB +[2025-12-25 08:06:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][720/1573] eta 0:12:50 lr 0.000017 time 0.4192 (0.9036) loss 1271.3735 (1312.9033) grad_norm 263.8089 (241.3205) embed_mse 1270.2555 (1311.8048) mask_bce 0.2743 (0.2501) mask_dice 0.8438 (0.8484) mem 21940MB +[2025-12-25 08:06:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][730/1573] eta 0:12:39 lr 0.000017 time 0.4196 (0.9011) loss 1312.4949 (1312.9489) grad_norm 173.8578 (240.5791) embed_mse 1311.3911 (1311.8504) mask_bce 0.2627 (0.2500) mask_dice 0.8411 (0.8484) mem 21940MB +[2025-12-25 08:07:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][740/1573] eta 0:12:33 lr 0.000017 time 0.4236 (0.9044) loss 1269.6073 (1313.1811) grad_norm 214.2129 (240.2925) embed_mse 1268.5011 (1312.0828) mask_bce 0.2535 (0.2497) mask_dice 0.8527 (0.8486) mem 21940MB +[2025-12-25 08:07:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][750/1573] eta 0:12:23 lr 0.000017 time 0.4223 (0.9034) loss 1284.4503 (1313.2121) grad_norm 238.5245 (240.2735) embed_mse 1283.3547 (1312.1139) mask_bce 0.2398 (0.2496) mask_dice 0.8558 (0.8487) mem 21940MB +[2025-12-25 08:07:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][760/1573] eta 0:12:17 lr 0.000017 time 1.2549 (0.9066) loss 1320.4470 (1313.5397) grad_norm 367.3334 (241.6249) embed_mse 1319.3584 (1312.4416) mask_bce 0.2366 (0.2494) mask_dice 0.8521 (0.8487) mem 21940MB +[2025-12-25 08:07:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][770/1573] eta 0:12:11 lr 0.000017 time 0.4163 (0.9104) loss 1311.7289 (1313.4400) grad_norm 262.2581 (241.8398) embed_mse 1310.6353 (1312.3420) mask_bce 0.2402 (0.2493) mask_dice 0.8534 (0.8487) mem 21940MB +[2025-12-25 08:07:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][780/1573] eta 0:12:02 lr 0.000017 time 0.4146 (0.9106) loss 1343.9695 (1313.5259) grad_norm 304.7568 (242.4884) embed_mse 1342.7877 (1312.4278) mask_bce 0.3206 (0.2493) mask_dice 0.8610 (0.8488) mem 21940MB +[2025-12-25 08:07:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][790/1573] eta 0:11:50 lr 0.000017 time 0.4139 (0.9068) loss 1348.9790 (1313.4923) grad_norm 283.0036 (242.9018) embed_mse 1347.9100 (1312.3939) mask_bce 0.2060 (0.2496) mask_dice 0.8630 (0.8488) mem 21940MB +[2025-12-25 08:07:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][800/1573] eta 0:11:42 lr 0.000017 time 0.4217 (0.9089) loss 1330.5101 (1313.4547) grad_norm 239.9487 (243.0286) embed_mse 1329.4053 (1312.3564) mask_bce 0.2627 (0.2496) mask_dice 0.8422 (0.8487) mem 21940MB +[2025-12-25 08:08:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][810/1573] eta 0:11:32 lr 0.000017 time 0.4208 (0.9076) loss 1335.5245 (1313.4731) grad_norm 204.0345 (242.6425) embed_mse 1334.4156 (1312.3747) mask_bce 0.2771 (0.2498) mask_dice 0.8318 (0.8486) mem 21940MB +[2025-12-25 08:08:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][820/1573] eta 0:11:21 lr 0.000017 time 0.4155 (0.9054) loss 1350.8081 (1313.7646) grad_norm 306.5739 (243.2693) embed_mse 1349.7086 (1312.6662) mask_bce 0.2560 (0.2498) mask_dice 0.8435 (0.8486) mem 21940MB +[2025-12-25 08:08:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][830/1573] eta 0:11:17 lr 0.000017 time 0.4148 (0.9116) loss 1349.6383 (1313.6422) grad_norm 209.4079 (242.9405) embed_mse 1348.5652 (1312.5439) mask_bce 0.2058 (0.2497) mask_dice 0.8673 (0.8486) mem 21940MB +[2025-12-25 08:08:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][840/1573] eta 0:11:12 lr 0.000017 time 0.4182 (0.9169) loss 1341.3715 (1313.6921) grad_norm 194.6708 (243.6384) embed_mse 1340.2764 (1312.5938) mask_bce 0.2365 (0.2497) mask_dice 0.8585 (0.8486) mem 21940MB +[2025-12-25 08:08:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][850/1573] eta 0:11:02 lr 0.000016 time 0.4450 (0.9159) loss 1258.9718 (1313.6793) grad_norm 259.3515 (243.7866) embed_mse 1257.8677 (1312.5810) mask_bce 0.2408 (0.2497) mask_dice 0.8633 (0.8486) mem 21940MB +[2025-12-25 08:08:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][860/1573] eta 0:10:49 lr 0.000016 time 0.4180 (0.9115) loss 1251.3490 (1313.4957) grad_norm 247.8400 (243.8245) embed_mse 1250.2532 (1312.3975) mask_bce 0.2614 (0.2497) mask_dice 0.8343 (0.8485) mem 21940MB +[2025-12-25 08:09:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][870/1573] eta 0:10:41 lr 0.000016 time 3.1456 (0.9131) loss 1301.4806 (1313.4952) grad_norm 253.6676 (243.9156) embed_mse 1300.3903 (1312.3970) mask_bce 0.2416 (0.2498) mask_dice 0.8488 (0.8484) mem 21940MB +[2025-12-25 08:09:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][880/1573] eta 0:10:32 lr 0.000016 time 0.4180 (0.9120) loss 1247.1373 (1313.3378) grad_norm 226.9705 (243.2713) embed_mse 1246.0424 (1312.2396) mask_bce 0.2808 (0.2499) mask_dice 0.8141 (0.8484) mem 21940MB +[2025-12-25 08:09:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][890/1573] eta 0:10:23 lr 0.000016 time 0.4197 (0.9124) loss 1313.0676 (1313.3406) grad_norm 160.9448 (242.5296) embed_mse 1311.9652 (1312.2423) mask_bce 0.2699 (0.2500) mask_dice 0.8325 (0.8483) mem 21940MB +[2025-12-25 08:09:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][900/1573] eta 0:10:10 lr 0.000016 time 0.4481 (0.9077) loss 1290.1847 (1313.1617) grad_norm 197.8707 (242.1309) embed_mse 1289.0773 (1312.0633) mask_bce 0.2854 (0.2502) mask_dice 0.8220 (0.8482) mem 21940MB +[2025-12-25 08:09:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][910/1573] eta 0:10:02 lr 0.000016 time 0.4451 (0.9085) loss 1352.4504 (1313.1591) grad_norm 171.2672 (241.5038) embed_mse 1351.3378 (1312.0607) mask_bce 0.2798 (0.2502) mask_dice 0.8329 (0.8482) mem 21940MB +[2025-12-25 08:09:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][920/1573] eta 0:09:55 lr 0.000016 time 0.4210 (0.9112) loss 1305.9014 (1313.0463) grad_norm 175.4277 (241.0236) embed_mse 1304.8025 (1311.9476) mask_bce 0.2515 (0.2505) mask_dice 0.8474 (0.8482) mem 21940MB +[2025-12-25 08:09:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][930/1573] eta 0:09:45 lr 0.000016 time 0.4330 (0.9104) loss 1306.7372 (1313.2616) grad_norm 222.1955 (240.8613) embed_mse 1305.6101 (1312.1628) mask_bce 0.3012 (0.2506) mask_dice 0.8260 (0.8482) mem 21940MB +[2025-12-25 08:10:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][940/1573] eta 0:09:33 lr 0.000016 time 0.4247 (0.9054) loss 1237.5786 (1313.0613) grad_norm 214.7039 (240.6377) embed_mse 1236.4871 (1311.9626) mask_bce 0.2419 (0.2504) mask_dice 0.8497 (0.8482) mem 21940MB +[2025-12-25 08:10:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][950/1573] eta 0:09:24 lr 0.000016 time 1.8222 (0.9067) loss 1321.0760 (1313.1817) grad_norm 242.6575 (240.6548) embed_mse 1320.0101 (1312.0831) mask_bce 0.1786 (0.2503) mask_dice 0.8873 (0.8483) mem 21940MB +[2025-12-25 08:10:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][960/1573] eta 0:09:19 lr 0.000016 time 5.8206 (0.9127) loss 1342.4877 (1313.2255) grad_norm 204.1858 (239.8598) embed_mse 1341.4028 (1312.1269) mask_bce 0.2248 (0.2502) mask_dice 0.8599 (0.8484) mem 21940MB +[2025-12-25 08:10:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][970/1573] eta 0:09:08 lr 0.000016 time 0.4237 (0.9095) loss 1297.8892 (1313.3459) grad_norm 239.8013 (239.8593) embed_mse 1296.7904 (1312.2473) mask_bce 0.2704 (0.2502) mask_dice 0.8284 (0.8484) mem 21940MB +[2025-12-25 08:10:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][980/1573] eta 0:08:58 lr 0.000016 time 4.3732 (0.9085) loss 1340.5703 (1313.3130) grad_norm 202.2643 (239.5512) embed_mse 1339.4623 (1312.2145) mask_bce 0.2318 (0.2502) mask_dice 0.8762 (0.8484) mem 21940MB +[2025-12-25 08:10:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][990/1573] eta 0:08:51 lr 0.000016 time 6.2065 (0.9109) loss 1311.7261 (1313.3644) grad_norm 272.1960 (239.8166) embed_mse 1310.6191 (1312.2658) mask_bce 0.2365 (0.2502) mask_dice 0.8704 (0.8484) mem 21940MB +[2025-12-25 08:11:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1000/1573] eta 0:08:43 lr 0.000016 time 0.4197 (0.9138) loss 1331.9202 (1313.2204) grad_norm 291.2063 (240.2775) embed_mse 1330.8230 (1312.1217) mask_bce 0.2563 (0.2502) mask_dice 0.8409 (0.8484) mem 21940MB +[2025-12-25 08:11:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1010/1573] eta 0:08:35 lr 0.000016 time 0.4203 (0.9150) loss 1295.0273 (1313.2377) grad_norm 215.4975 (240.0809) embed_mse 1293.9404 (1312.1390) mask_bce 0.2501 (0.2502) mask_dice 0.8369 (0.8484) mem 21940MB +[2025-12-25 08:11:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1020/1573] eta 0:08:23 lr 0.000016 time 0.4173 (0.9111) loss 1341.5673 (1313.1068) grad_norm 179.3609 (239.6028) embed_mse 1340.4557 (1312.0081) mask_bce 0.2654 (0.2503) mask_dice 0.8462 (0.8484) mem 21940MB +[2025-12-25 08:11:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1030/1573] eta 0:08:12 lr 0.000016 time 0.4180 (0.9067) loss 1242.1959 (1312.9552) grad_norm 215.0162 (239.4107) embed_mse 1241.0725 (1311.8567) mask_bce 0.2966 (0.2502) mask_dice 0.8268 (0.8484) mem 21940MB +[2025-12-25 08:11:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1040/1573] eta 0:08:03 lr 0.000016 time 1.7448 (0.9064) loss 1281.4611 (1312.6347) grad_norm 205.3008 (238.6348) embed_mse 1280.4034 (1311.5364) mask_bce 0.2076 (0.2501) mask_dice 0.8500 (0.8483) mem 21940MB +[2025-12-25 08:11:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1050/1573] eta 0:07:55 lr 0.000016 time 0.4215 (0.9083) loss 1288.8143 (1312.6053) grad_norm 372.1535 (239.6540) embed_mse 1287.7491 (1311.5072) mask_bce 0.2101 (0.2499) mask_dice 0.8551 (0.8483) mem 21940MB +[2025-12-25 08:11:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1060/1573] eta 0:07:46 lr 0.000016 time 0.4236 (0.9089) loss 1323.7067 (1312.5071) grad_norm 305.5526 (240.1532) embed_mse 1322.6201 (1311.4090) mask_bce 0.2295 (0.2499) mask_dice 0.8570 (0.8482) mem 21940MB +[2025-12-25 08:12:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1070/1573] eta 0:07:37 lr 0.000016 time 0.4198 (0.9091) loss 1243.0353 (1312.3653) grad_norm 223.6642 (240.0293) embed_mse 1241.9789 (1311.2674) mask_bce 0.1923 (0.2497) mask_dice 0.8642 (0.8483) mem 21940MB +[2025-12-25 08:12:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1080/1573] eta 0:07:29 lr 0.000016 time 1.4631 (0.9115) loss 1336.5168 (1312.2405) grad_norm 203.4765 (239.2662) embed_mse 1335.4150 (1311.1425) mask_bce 0.2584 (0.2497) mask_dice 0.8433 (0.8483) mem 21940MB +[2025-12-25 08:12:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1090/1573] eta 0:07:20 lr 0.000016 time 2.2996 (0.9114) loss 1360.4310 (1312.1897) grad_norm 193.7370 (238.9315) embed_mse 1359.2028 (1311.0915) mask_bce 0.3593 (0.2498) mask_dice 0.8689 (0.8484) mem 21940MB +[2025-12-25 08:12:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1100/1573] eta 0:07:11 lr 0.000016 time 0.4223 (0.9113) loss 1295.3933 (1312.1019) grad_norm 193.2327 (238.5979) embed_mse 1294.3069 (1311.0036) mask_bce 0.2478 (0.2499) mask_dice 0.8387 (0.8484) mem 21940MB +[2025-12-25 08:12:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1110/1573] eta 0:07:05 lr 0.000016 time 0.4349 (0.9193) loss 1315.6465 (1312.1142) grad_norm 183.3272 (238.1974) embed_mse 1314.5505 (1311.0159) mask_bce 0.2613 (0.2499) mask_dice 0.8346 (0.8483) mem 21940MB +[2025-12-25 08:13:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1120/1573] eta 0:06:56 lr 0.000016 time 0.4223 (0.9187) loss 1368.2339 (1312.1266) grad_norm 285.1140 (237.8869) embed_mse 1367.1630 (1311.0284) mask_bce 0.2321 (0.2499) mask_dice 0.8387 (0.8483) mem 21940MB +[2025-12-25 08:13:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1130/1573] eta 0:06:47 lr 0.000016 time 0.4159 (0.9196) loss 1287.0671 (1312.1177) grad_norm 334.7168 (238.5737) embed_mse 1285.9696 (1311.0196) mask_bce 0.2668 (0.2499) mask_dice 0.8307 (0.8483) mem 21940MB +[2025-12-25 08:13:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1140/1573] eta 0:06:37 lr 0.000016 time 0.4182 (0.9177) loss 1313.0205 (1312.1774) grad_norm 155.9301 (237.9917) embed_mse 1311.9351 (1311.0792) mask_bce 0.2345 (0.2500) mask_dice 0.8509 (0.8483) mem 21940MB +[2025-12-25 08:13:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1150/1573] eta 0:06:27 lr 0.000016 time 0.4156 (0.9165) loss 1230.9594 (1312.1589) grad_norm 215.3430 (237.8333) embed_mse 1229.8883 (1311.0608) mask_bce 0.2375 (0.2498) mask_dice 0.8336 (0.8483) mem 21940MB +[2025-12-25 08:13:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1160/1573] eta 0:06:21 lr 0.000016 time 7.2074 (0.9229) loss 1235.3604 (1311.8182) grad_norm 236.4115 (237.6719) embed_mse 1234.2469 (1310.7200) mask_bce 0.2747 (0.2498) mask_dice 0.8388 (0.8483) mem 21940MB +[2025-12-25 08:13:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1170/1573] eta 0:06:11 lr 0.000016 time 5.4855 (0.9229) loss 1338.3774 (1311.8769) grad_norm 199.4616 (237.4102) embed_mse 1337.3108 (1310.7788) mask_bce 0.2234 (0.2499) mask_dice 0.8433 (0.8483) mem 21940MB +[2025-12-25 08:14:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1180/1573] eta 0:06:02 lr 0.000016 time 0.4142 (0.9229) loss 1301.5060 (1312.1419) grad_norm 235.1709 (237.3950) embed_mse 1300.3898 (1311.0437) mask_bce 0.2806 (0.2499) mask_dice 0.8357 (0.8483) mem 21940MB +[2025-12-25 08:14:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1190/1573] eta 0:05:54 lr 0.000016 time 0.4178 (0.9245) loss 1308.8354 (1312.0853) grad_norm 169.2194 (236.9343) embed_mse 1307.7518 (1310.9872) mask_bce 0.2533 (0.2500) mask_dice 0.8304 (0.8482) mem 21940MB +[2025-12-25 08:14:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1200/1573] eta 0:05:46 lr 0.000016 time 0.4222 (0.9291) loss 1323.2028 (1312.1390) grad_norm 213.0127 (236.5723) embed_mse 1322.1082 (1311.0409) mask_bce 0.2581 (0.2500) mask_dice 0.8366 (0.8482) mem 21940MB +[2025-12-25 08:14:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1210/1573] eta 0:05:36 lr 0.000016 time 0.4159 (0.9269) loss 1334.2871 (1312.2253) grad_norm 197.0981 (236.3109) embed_mse 1333.1777 (1311.1271) mask_bce 0.2632 (0.2500) mask_dice 0.8462 (0.8482) mem 21940MB +[2025-12-25 08:14:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1220/1573] eta 0:05:27 lr 0.000016 time 0.4216 (0.9272) loss 1316.2157 (1312.2625) grad_norm 157.6104 (235.7931) embed_mse 1315.0815 (1311.1643) mask_bce 0.2968 (0.2500) mask_dice 0.8374 (0.8481) mem 21940MB +[2025-12-25 08:14:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1230/1573] eta 0:05:16 lr 0.000016 time 0.4161 (0.9231) loss 1277.2324 (1312.2653) grad_norm 203.8497 (235.5844) embed_mse 1276.1639 (1311.1672) mask_bce 0.2125 (0.2499) mask_dice 0.8559 (0.8482) mem 21940MB +[2025-12-25 08:14:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1240/1573] eta 0:05:07 lr 0.000016 time 0.4292 (0.9248) loss 1378.1855 (1312.3917) grad_norm 353.0550 (235.9732) embed_mse 1377.0774 (1311.2935) mask_bce 0.2832 (0.2501) mask_dice 0.8250 (0.8481) mem 21940MB +[2025-12-25 08:15:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1250/1573] eta 0:05:00 lr 0.000016 time 0.4250 (0.9314) loss 1377.3016 (1312.4459) grad_norm 241.9985 (236.0119) embed_mse 1376.2181 (1311.3478) mask_bce 0.2253 (0.2500) mask_dice 0.8582 (0.8481) mem 21940MB +[2025-12-25 08:15:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1260/1573] eta 0:04:50 lr 0.000016 time 0.4174 (0.9274) loss 1304.0537 (1312.4238) grad_norm 337.9540 (236.6612) embed_mse 1302.9519 (1311.3256) mask_bce 0.2676 (0.2501) mask_dice 0.8342 (0.8481) mem 21940MB +[2025-12-25 08:15:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1270/1573] eta 0:04:40 lr 0.000016 time 0.4198 (0.9247) loss 1344.7319 (1312.5522) grad_norm 310.9831 (237.1316) embed_mse 1343.6289 (1311.4541) mask_bce 0.2390 (0.2500) mask_dice 0.8640 (0.8481) mem 21940MB +[2025-12-25 08:15:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1280/1573] eta 0:04:31 lr 0.000016 time 0.4254 (0.9279) loss 1342.8534 (1312.5037) grad_norm 158.4997 (236.8232) embed_mse 1341.7439 (1311.4054) mask_bce 0.2672 (0.2502) mask_dice 0.8423 (0.8480) mem 21940MB +[2025-12-25 08:15:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1290/1573] eta 0:04:22 lr 0.000016 time 0.4180 (0.9269) loss 1316.4105 (1312.4305) grad_norm 169.2600 (236.4036) embed_mse 1315.3198 (1311.3321) mask_bce 0.2343 (0.2503) mask_dice 0.8564 (0.8480) mem 21940MB +[2025-12-25 08:15:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1300/1573] eta 0:04:12 lr 0.000016 time 0.4343 (0.9252) loss 1324.8927 (1312.4541) grad_norm 193.9801 (236.1417) embed_mse 1323.7827 (1311.3557) mask_bce 0.2523 (0.2504) mask_dice 0.8577 (0.8480) mem 21940MB +[2025-12-25 08:16:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1310/1573] eta 0:04:03 lr 0.000016 time 0.4179 (0.9269) loss 1345.7255 (1312.3077) grad_norm 289.0900 (236.4665) embed_mse 1344.6163 (1311.2092) mask_bce 0.2580 (0.2504) mask_dice 0.8510 (0.8480) mem 21940MB +[2025-12-25 08:16:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1320/1573] eta 0:03:54 lr 0.000016 time 0.4215 (0.9255) loss 1296.0055 (1312.4430) grad_norm 238.7602 (236.3528) embed_mse 1294.9211 (1311.3446) mask_bce 0.2349 (0.2505) mask_dice 0.8495 (0.8479) mem 21940MB +[2025-12-25 08:16:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1330/1573] eta 0:03:45 lr 0.000016 time 0.4198 (0.9263) loss 1372.2789 (1312.5324) grad_norm 187.2275 (236.0568) embed_mse 1371.1893 (1311.4339) mask_bce 0.2310 (0.2505) mask_dice 0.8587 (0.8479) mem 21940MB +[2025-12-25 08:16:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1340/1573] eta 0:03:35 lr 0.000016 time 0.4199 (0.9228) loss 1312.8911 (1312.4187) grad_norm 196.0310 (235.8172) embed_mse 1311.8037 (1311.3202) mask_bce 0.2667 (0.2507) mask_dice 0.8207 (0.8479) mem 21940MB +[2025-12-25 08:16:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1350/1573] eta 0:03:25 lr 0.000016 time 4.4942 (0.9229) loss 1277.3292 (1312.3080) grad_norm 202.4960 (235.6188) embed_mse 1276.2250 (1311.2094) mask_bce 0.2482 (0.2507) mask_dice 0.8559 (0.8478) mem 21940MB +[2025-12-25 08:16:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1360/1573] eta 0:03:15 lr 0.000016 time 0.4167 (0.9193) loss 1298.3282 (1312.1786) grad_norm 202.9514 (235.6149) embed_mse 1297.1638 (1311.0800) mask_bce 0.3066 (0.2507) mask_dice 0.8578 (0.8478) mem 21940MB +[2025-12-25 08:16:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1370/1573] eta 0:03:07 lr 0.000016 time 0.4207 (0.9236) loss 1290.7001 (1312.1600) grad_norm 265.6016 (235.7902) embed_mse 1289.6261 (1311.0615) mask_bce 0.2133 (0.2508) mask_dice 0.8607 (0.8478) mem 21940MB +[2025-12-25 08:17:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1380/1573] eta 0:02:57 lr 0.000016 time 0.4194 (0.9201) loss 1281.9231 (1312.2544) grad_norm 225.1608 (235.7284) embed_mse 1280.8171 (1311.1559) mask_bce 0.2750 (0.2507) mask_dice 0.8310 (0.8478) mem 21940MB +[2025-12-25 08:17:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1390/1573] eta 0:02:48 lr 0.000016 time 2.9007 (0.9227) loss 1299.9484 (1312.2643) grad_norm 234.9445 (235.7239) embed_mse 1298.8771 (1311.1657) mask_bce 0.2346 (0.2508) mask_dice 0.8367 (0.8478) mem 21940MB +[2025-12-25 08:17:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1400/1573] eta 0:02:39 lr 0.000016 time 0.4234 (0.9226) loss 1224.1726 (1312.1947) grad_norm 156.1345 (235.1197) embed_mse 1223.0795 (1311.0961) mask_bce 0.2511 (0.2507) mask_dice 0.8420 (0.8479) mem 21940MB +[2025-12-25 08:17:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1410/1573] eta 0:02:30 lr 0.000016 time 0.4203 (0.9213) loss 1304.4065 (1312.1077) grad_norm 173.0198 (234.7668) embed_mse 1303.3362 (1311.0092) mask_bce 0.2327 (0.2506) mask_dice 0.8375 (0.8479) mem 21940MB +[2025-12-25 08:17:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1420/1573] eta 0:02:21 lr 0.000016 time 0.4271 (0.9233) loss 1379.5182 (1312.2500) grad_norm 234.9928 (234.7681) embed_mse 1378.4054 (1311.1514) mask_bce 0.2628 (0.2506) mask_dice 0.8500 (0.8479) mem 21940MB +[2025-12-25 08:17:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1430/1573] eta 0:02:12 lr 0.000016 time 0.4179 (0.9236) loss 1394.2517 (1312.4866) grad_norm 157.1536 (234.3321) embed_mse 1393.1173 (1311.3880) mask_bce 0.2611 (0.2506) mask_dice 0.8733 (0.8480) mem 21940MB +[2025-12-25 08:18:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1440/1573] eta 0:02:02 lr 0.000016 time 0.4191 (0.9227) loss 1330.1628 (1312.5180) grad_norm 160.9201 (233.9001) embed_mse 1329.1006 (1311.4195) mask_bce 0.1790 (0.2505) mask_dice 0.8834 (0.8480) mem 21940MB +[2025-12-25 08:18:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1450/1573] eta 0:01:53 lr 0.000016 time 0.4422 (0.9205) loss 1332.2415 (1312.5319) grad_norm 208.4955 (233.7597) embed_mse 1331.1384 (1311.4333) mask_bce 0.2461 (0.2506) mask_dice 0.8570 (0.8480) mem 21940MB +[2025-12-25 08:18:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1460/1573] eta 0:01:43 lr 0.000016 time 0.4147 (0.9184) loss 1307.4294 (1312.5077) grad_norm 217.0003 (233.6676) embed_mse 1306.3744 (1311.4091) mask_bce 0.2056 (0.2506) mask_dice 0.8494 (0.8480) mem 21940MB +[2025-12-25 08:18:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1470/1573] eta 0:01:34 lr 0.000016 time 1.4850 (0.9194) loss 1337.5031 (1312.5860) grad_norm 153.6859 (233.2306) embed_mse 1336.4155 (1311.4875) mask_bce 0.2265 (0.2505) mask_dice 0.8609 (0.8480) mem 21940MB +[2025-12-25 08:18:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1480/1573] eta 0:01:25 lr 0.000016 time 0.4197 (0.9178) loss 1395.7828 (1312.5792) grad_norm 208.6079 (232.9317) embed_mse 1394.6914 (1311.4807) mask_bce 0.2387 (0.2505) mask_dice 0.8528 (0.8480) mem 21940MB +[2025-12-25 08:18:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1490/1573] eta 0:01:16 lr 0.000016 time 1.1400 (0.9170) loss 1351.3951 (1312.4928) grad_norm 365.0281 (233.6419) embed_mse 1350.2975 (1311.3943) mask_bce 0.2281 (0.2504) mask_dice 0.8695 (0.8481) mem 21940MB +[2025-12-25 08:18:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1500/1573] eta 0:01:07 lr 0.000016 time 0.4189 (0.9207) loss 1339.1528 (1312.5464) grad_norm 226.8675 (233.6056) embed_mse 1338.0576 (1311.4480) mask_bce 0.2442 (0.2504) mask_dice 0.8510 (0.8481) mem 21940MB +[2025-12-25 08:18:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1510/1573] eta 0:00:57 lr 0.000015 time 0.4191 (0.9184) loss 1248.9343 (1312.4946) grad_norm 186.2911 (233.3540) embed_mse 1247.8203 (1311.3961) mask_bce 0.2994 (0.2505) mask_dice 0.8146 (0.8480) mem 21940MB +[2025-12-25 08:19:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1520/1573] eta 0:00:49 lr 0.000015 time 0.4212 (0.9246) loss 1279.6957 (1312.4663) grad_norm 155.8452 (232.7737) embed_mse 1278.6119 (1311.3678) mask_bce 0.2035 (0.2504) mask_dice 0.8802 (0.8481) mem 21940MB +[2025-12-25 08:19:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1530/1573] eta 0:00:39 lr 0.000015 time 0.4162 (0.9216) loss 1292.0371 (1312.5047) grad_norm 181.3575 (232.5045) embed_mse 1290.9684 (1311.4063) mask_bce 0.1921 (0.2503) mask_dice 0.8766 (0.8481) mem 21940MB +[2025-12-25 08:19:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1540/1573] eta 0:00:30 lr 0.000015 time 0.4168 (0.9205) loss 1290.3721 (1312.5279) grad_norm 214.9289 (232.4129) embed_mse 1289.2699 (1311.4295) mask_bce 0.2684 (0.2503) mask_dice 0.8338 (0.8481) mem 21940MB +[2025-12-25 08:19:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1550/1573] eta 0:00:21 lr 0.000015 time 0.4184 (0.9180) loss 1319.0701 (1312.4002) grad_norm 202.2651 (232.2567) embed_mse 1317.9615 (1311.3017) mask_bce 0.2520 (0.2503) mask_dice 0.8566 (0.8481) mem 21940MB +[2025-12-25 08:19:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1560/1573] eta 0:00:11 lr 0.000015 time 0.4162 (0.9172) loss 1287.9906 (1312.4197) grad_norm 203.7640 (232.2019) embed_mse 1286.9227 (1311.3212) mask_bce 0.2205 (0.2503) mask_dice 0.8473 (0.8481) mem 21940MB +[2025-12-25 08:19:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1570/1573] eta 0:00:02 lr 0.000015 time 0.4117 (0.9175) loss 1314.8550 (1312.4074) grad_norm 169.8590 (231.8839) embed_mse 1313.7555 (1311.3090) mask_bce 0.2530 (0.2503) mask_dice 0.8464 (0.8481) mem 21940MB +[2025-12-25 08:19:54 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 18 training takes 0:24:02 +[2025-12-25 08:20:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][0/1573] eta 2:30:23 lr 0.000015 time 5.7365 (5.7365) loss 1311.7676 (1311.7676) grad_norm 0.0000 (0.0000) embed_mse 1310.6492 (1310.6492) mask_bce 0.2686 (0.2686) mask_dice 0.8499 (0.8499) mem 21940MB +[2025-12-25 08:20:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][10/1573] eta 0:41:43 lr 0.000015 time 5.0129 (1.6020) loss 1278.8822 (1295.9750) grad_norm 318.4998 (318.4998) embed_mse 1277.8080 (1294.8652) mask_bce 0.1983 (0.2658) mask_dice 0.8759 (0.8441) mem 21940MB +[2025-12-25 08:20:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][20/1573] eta 0:28:07 lr 0.000015 time 0.4181 (1.0863) loss 1349.4082 (1302.5320) grad_norm 177.5656 (248.0327) embed_mse 1348.3307 (1301.4309) mask_bce 0.2063 (0.2573) mask_dice 0.8712 (0.8438) mem 21940MB +[2025-12-25 08:20:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][30/1573] eta 0:23:21 lr 0.000015 time 0.4215 (0.9084) loss 1324.2263 (1308.7571) grad_norm 222.4474 (239.5043) embed_mse 1323.1528 (1307.6608) mask_bce 0.2066 (0.2470) mask_dice 0.8669 (0.8493) mem 21940MB +[2025-12-25 08:20:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][40/1573] eta 0:22:49 lr 0.000015 time 0.4463 (0.8933) loss 1294.5149 (1306.3698) grad_norm 243.7741 (219.4494) embed_mse 1293.4362 (1305.2733) mask_bce 0.2306 (0.2470) mask_dice 0.8481 (0.8494) mem 21940MB +[2025-12-25 08:20:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][50/1573] eta 0:21:45 lr 0.000015 time 0.4258 (0.8574) loss 1297.4545 (1307.3596) grad_norm 181.4202 (213.1112) embed_mse 1296.3473 (1306.2625) mask_bce 0.2568 (0.2478) mask_dice 0.8503 (0.8493) mem 21940MB +[2025-12-25 08:20:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][60/1573] eta 0:20:06 lr 0.000015 time 0.4389 (0.7972) loss 1346.0018 (1309.9026) grad_norm 200.1422 (211.2585) embed_mse 1344.7826 (1308.8051) mask_bce 0.3353 (0.2475) mask_dice 0.8839 (0.8500) mem 21940MB +[2025-12-25 08:20:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][70/1573] eta 0:18:40 lr 0.000015 time 0.4258 (0.7457) loss 1269.0966 (1309.8336) grad_norm 160.6777 (204.9359) embed_mse 1267.9910 (1308.7357) mask_bce 0.2784 (0.2485) mask_dice 0.8273 (0.8495) mem 21940MB +[2025-12-25 08:20:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][80/1573] eta 0:18:09 lr 0.000015 time 0.4691 (0.7297) loss 1291.6808 (1309.1863) grad_norm 142.8088 (205.4678) embed_mse 1290.6045 (1308.0903) mask_bce 0.2407 (0.2470) mask_dice 0.8356 (0.8491) mem 21940MB +[2025-12-25 08:21:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][90/1573] eta 0:18:05 lr 0.000015 time 0.4371 (0.7317) loss 1296.6450 (1312.0756) grad_norm 205.1199 (205.4361) embed_mse 1295.5503 (1310.9801) mask_bce 0.2501 (0.2465) mask_dice 0.8446 (0.8489) mem 21940MB +[2025-12-25 08:21:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][100/1573] eta 0:17:21 lr 0.000015 time 0.4424 (0.7067) loss 1316.4089 (1310.1697) grad_norm 203.4489 (205.2705) embed_mse 1315.2994 (1309.0741) mask_bce 0.2937 (0.2472) mask_dice 0.8158 (0.8485) mem 21940MB +[2025-12-25 08:21:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][110/1573] eta 0:17:13 lr 0.000015 time 0.4168 (0.7067) loss 1310.4452 (1309.2111) grad_norm 290.4649 (211.8239) embed_mse 1309.3525 (1308.1140) mask_bce 0.2465 (0.2485) mask_dice 0.8461 (0.8486) mem 21940MB +[2025-12-25 08:21:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][120/1573] eta 0:16:41 lr 0.000015 time 0.4187 (0.6895) loss 1338.7258 (1308.4804) grad_norm 237.2334 (213.6043) embed_mse 1337.6416 (1307.3832) mask_bce 0.2208 (0.2489) mask_dice 0.8634 (0.8483) mem 21940MB +[2025-12-25 08:21:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][130/1573] eta 0:16:31 lr 0.000015 time 0.4173 (0.6869) loss 1306.7313 (1307.6335) grad_norm 315.5050 (219.9731) embed_mse 1305.6571 (1306.5348) mask_bce 0.2176 (0.2503) mask_dice 0.8566 (0.8484) mem 21940MB +[2025-12-25 08:21:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][140/1573] eta 0:15:56 lr 0.000015 time 0.4165 (0.6677) loss 1323.1508 (1307.9341) grad_norm 243.9250 (221.3821) embed_mse 1322.0452 (1306.8353) mask_bce 0.2658 (0.2503) mask_dice 0.8398 (0.8485) mem 21940MB +[2025-12-25 08:21:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][150/1573] eta 0:16:37 lr 0.000015 time 1.6746 (0.7012) loss 1264.7179 (1307.6759) grad_norm 207.2242 (220.5955) embed_mse 1263.6333 (1306.5774) mask_bce 0.2393 (0.2506) mask_dice 0.8453 (0.8479) mem 21940MB +[2025-12-25 08:21:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][160/1573] eta 0:16:43 lr 0.000015 time 0.4206 (0.7099) loss 1287.0552 (1306.9367) grad_norm 257.1495 (223.8777) embed_mse 1285.9535 (1305.8385) mask_bce 0.2804 (0.2505) mask_dice 0.8212 (0.8476) mem 21940MB +[2025-12-25 08:21:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][170/1573] eta 0:16:13 lr 0.000015 time 0.4204 (0.6935) loss 1265.2249 (1307.6494) grad_norm 250.4134 (225.1413) embed_mse 1264.1241 (1306.5516) mask_bce 0.2525 (0.2501) mask_dice 0.8483 (0.8477) mem 21940MB +[2025-12-25 08:21:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][180/1573] eta 0:15:45 lr 0.000015 time 0.4182 (0.6789) loss 1263.8789 (1307.8065) grad_norm 414.3570 (233.7420) embed_mse 1262.7592 (1306.7083) mask_bce 0.2731 (0.2506) mask_dice 0.8466 (0.8476) mem 21940MB +[2025-12-25 08:22:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][190/1573] eta 0:15:37 lr 0.000015 time 0.4474 (0.6781) loss 1280.3269 (1308.4558) grad_norm 230.4614 (233.5994) embed_mse 1279.2515 (1307.3579) mask_bce 0.2343 (0.2503) mask_dice 0.8411 (0.8477) mem 21940MB +[2025-12-25 08:22:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][200/1573] eta 0:15:42 lr 0.000015 time 0.4418 (0.6863) loss 1300.4963 (1308.5959) grad_norm 220.1880 (235.1501) embed_mse 1299.4166 (1307.4981) mask_bce 0.2154 (0.2503) mask_dice 0.8644 (0.8476) mem 21940MB +[2025-12-25 08:22:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][210/1573] eta 0:15:26 lr 0.000015 time 0.4308 (0.6796) loss 1356.2031 (1309.6059) grad_norm 308.1338 (237.9572) embed_mse 1355.1154 (1308.5070) mask_bce 0.2019 (0.2510) mask_dice 0.8858 (0.8480) mem 21940MB +[2025-12-25 08:22:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][220/1573] eta 0:15:11 lr 0.000015 time 0.4207 (0.6738) loss 1363.0959 (1309.3815) grad_norm 241.9410 (238.1047) embed_mse 1361.9998 (1308.2823) mask_bce 0.2617 (0.2512) mask_dice 0.8345 (0.8480) mem 21940MB +[2025-12-25 08:22:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][230/1573] eta 0:15:13 lr 0.000015 time 0.4194 (0.6802) loss 1330.9561 (1309.8853) grad_norm 153.7432 (235.0918) embed_mse 1329.8425 (1308.7851) mask_bce 0.2676 (0.2524) mask_dice 0.8459 (0.8478) mem 21940MB +[2025-12-25 08:22:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][240/1573] eta 0:14:54 lr 0.000015 time 0.4185 (0.6713) loss 1333.7349 (1310.8355) grad_norm 200.9176 (233.7603) embed_mse 1332.6294 (1309.7348) mask_bce 0.2541 (0.2530) mask_dice 0.8513 (0.8477) mem 21940MB +[2025-12-25 08:22:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][250/1573] eta 0:15:06 lr 0.000015 time 2.6760 (0.6851) loss 1318.7380 (1310.4178) grad_norm 196.8536 (232.5697) embed_mse 1317.6487 (1309.3176) mask_bce 0.2270 (0.2523) mask_dice 0.8624 (0.8479) mem 21940MB +[2025-12-25 08:22:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][260/1573] eta 0:14:55 lr 0.000015 time 0.4291 (0.6819) loss 1300.4315 (1310.2895) grad_norm 247.0482 (233.0222) embed_mse 1299.3191 (1309.1896) mask_bce 0.2749 (0.2518) mask_dice 0.8375 (0.8480) mem 21940MB +[2025-12-25 08:22:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][270/1573] eta 0:14:38 lr 0.000015 time 0.4173 (0.6741) loss 1358.1875 (1310.9387) grad_norm 188.1929 (231.6637) embed_mse 1357.1083 (1309.8388) mask_bce 0.2234 (0.2519) mask_dice 0.8558 (0.8480) mem 21940MB +[2025-12-25 08:23:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][280/1573] eta 0:14:43 lr 0.000015 time 5.6093 (0.6836) loss 1261.0551 (1310.6541) grad_norm 170.9706 (228.8072) embed_mse 1259.9493 (1309.5544) mask_bce 0.2654 (0.2520) mask_dice 0.8403 (0.8478) mem 21940MB +[2025-12-25 08:23:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][290/1573] eta 0:14:28 lr 0.000015 time 0.4209 (0.6771) loss 1232.0457 (1310.3469) grad_norm 218.1316 (228.5107) embed_mse 1230.9667 (1309.2474) mask_bce 0.2492 (0.2519) mask_dice 0.8297 (0.8476) mem 21940MB +[2025-12-25 08:23:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][300/1573] eta 0:14:11 lr 0.000015 time 0.4172 (0.6690) loss 1303.4160 (1310.5699) grad_norm 229.1470 (228.5279) embed_mse 1302.3075 (1309.4708) mask_bce 0.2498 (0.2514) mask_dice 0.8588 (0.8477) mem 21940MB +[2025-12-25 08:23:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][310/1573] eta 0:14:10 lr 0.000015 time 0.4168 (0.6732) loss 1326.0640 (1310.5822) grad_norm 177.2146 (227.1776) embed_mse 1324.9493 (1309.4832) mask_bce 0.2526 (0.2514) mask_dice 0.8619 (0.8476) mem 21940MB +[2025-12-25 08:23:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][320/1573] eta 0:13:58 lr 0.000015 time 0.6940 (0.6690) loss 1311.1257 (1310.4755) grad_norm 295.0841 (230.0786) embed_mse 1309.9973 (1309.3764) mask_bce 0.2759 (0.2515) mask_dice 0.8526 (0.8475) mem 21940MB +[2025-12-25 08:23:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][330/1573] eta 0:13:45 lr 0.000015 time 0.4186 (0.6645) loss 1342.1112 (1310.7567) grad_norm 147.2089 (228.0574) embed_mse 1341.0062 (1309.6576) mask_bce 0.2622 (0.2518) mask_dice 0.8428 (0.8472) mem 21940MB +[2025-12-25 08:23:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][340/1573] eta 0:13:36 lr 0.000015 time 0.4212 (0.6620) loss 1380.6357 (1311.3177) grad_norm 186.3950 (227.0655) embed_mse 1379.4960 (1310.2185) mask_bce 0.2898 (0.2521) mask_dice 0.8500 (0.8472) mem 21940MB +[2025-12-25 08:23:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][350/1573] eta 0:13:36 lr 0.000015 time 0.4221 (0.6678) loss 1291.4646 (1311.6738) grad_norm 268.3360 (228.0253) embed_mse 1290.3768 (1310.5748) mask_bce 0.2552 (0.2518) mask_dice 0.8325 (0.8471) mem 21940MB +[2025-12-25 08:23:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][360/1573] eta 0:13:32 lr 0.000015 time 0.4202 (0.6700) loss 1321.1920 (1311.2034) grad_norm 298.6040 (228.2802) embed_mse 1320.0892 (1310.1046) mask_bce 0.2706 (0.2514) mask_dice 0.8321 (0.8473) mem 21940MB +[2025-12-25 08:24:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][370/1573] eta 0:13:18 lr 0.000015 time 0.4237 (0.6633) loss 1372.3230 (1311.5734) grad_norm 187.6765 (227.3975) embed_mse 1371.2590 (1310.4747) mask_bce 0.2115 (0.2514) mask_dice 0.8525 (0.8473) mem 21940MB +[2025-12-25 08:24:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][380/1573] eta 0:13:13 lr 0.000015 time 0.4183 (0.6652) loss 1286.4534 (1311.4915) grad_norm 150.4892 (225.7611) embed_mse 1285.3573 (1310.3929) mask_bce 0.2526 (0.2514) mask_dice 0.8435 (0.8473) mem 21940MB +[2025-12-25 08:24:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][390/1573] eta 0:13:03 lr 0.000015 time 0.4185 (0.6621) loss 1335.2001 (1311.1829) grad_norm 213.2890 (225.5013) embed_mse 1334.1298 (1310.0844) mask_bce 0.2186 (0.2514) mask_dice 0.8519 (0.8471) mem 21940MB +[2025-12-25 08:24:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][400/1573] eta 0:13:16 lr 0.000015 time 0.4237 (0.6787) loss 1359.7272 (1311.0369) grad_norm 157.1331 (222.9561) embed_mse 1358.6600 (1309.9385) mask_bce 0.1913 (0.2512) mask_dice 0.8759 (0.8472) mem 21940MB +[2025-12-25 08:24:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][410/1573] eta 0:13:07 lr 0.000015 time 0.4196 (0.6774) loss 1241.3575 (1311.2241) grad_norm 214.7403 (222.7951) embed_mse 1240.2666 (1310.1257) mask_bce 0.2563 (0.2513) mask_dice 0.8346 (0.8471) mem 21940MB +[2025-12-25 08:24:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][420/1573] eta 0:12:54 lr 0.000015 time 0.4180 (0.6713) loss 1282.2344 (1310.6919) grad_norm 291.7044 (224.1202) embed_mse 1281.1538 (1309.5935) mask_bce 0.2225 (0.2513) mask_dice 0.8581 (0.8471) mem 21940MB +[2025-12-25 08:24:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][430/1573] eta 0:12:45 lr 0.000015 time 0.4159 (0.6696) loss 1360.1440 (1310.9072) grad_norm 378.4003 (227.0312) embed_mse 1359.0695 (1309.8088) mask_bce 0.2094 (0.2514) mask_dice 0.8652 (0.8470) mem 21940MB +[2025-12-25 08:24:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][440/1573] eta 0:12:48 lr 0.000015 time 0.4200 (0.6787) loss 1264.2334 (1311.1663) grad_norm 218.7788 (227.8936) embed_mse 1263.1511 (1310.0681) mask_bce 0.2366 (0.2512) mask_dice 0.8457 (0.8470) mem 21940MB +[2025-12-25 08:25:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][450/1573] eta 0:12:43 lr 0.000015 time 0.4346 (0.6800) loss 1301.2195 (1310.7741) grad_norm 216.7885 (227.6953) embed_mse 1300.0851 (1309.6758) mask_bce 0.2841 (0.2514) mask_dice 0.8504 (0.8469) mem 21940MB +[2025-12-25 08:25:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][460/1573] eta 0:12:30 lr 0.000015 time 0.4498 (0.6747) loss 1310.7999 (1310.7134) grad_norm 224.7854 (227.6443) embed_mse 1309.5527 (1309.6150) mask_bce 0.3923 (0.2512) mask_dice 0.8550 (0.8472) mem 21940MB +[2025-12-25 08:25:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][470/1573] eta 0:12:24 lr 0.000015 time 0.4190 (0.6754) loss 1357.6775 (1310.6441) grad_norm 163.8059 (226.5436) embed_mse 1356.5691 (1309.5459) mask_bce 0.2661 (0.2512) mask_dice 0.8423 (0.8470) mem 21940MB +[2025-12-25 08:25:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][480/1573] eta 0:12:12 lr 0.000015 time 0.4174 (0.6701) loss 1373.8433 (1310.9582) grad_norm 237.6368 (227.5262) embed_mse 1372.7313 (1309.8596) mask_bce 0.2767 (0.2517) mask_dice 0.8353 (0.8470) mem 21940MB +[2025-12-25 08:25:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][490/1573] eta 0:12:12 lr 0.000015 time 3.1662 (0.6763) loss 1295.8000 (1310.4280) grad_norm 373.2363 (229.9149) embed_mse 1294.6863 (1309.3294) mask_bce 0.2606 (0.2516) mask_dice 0.8531 (0.8470) mem 21940MB +[2025-12-25 08:25:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][500/1573] eta 0:12:10 lr 0.000015 time 0.4259 (0.6804) loss 1306.0494 (1310.4882) grad_norm 362.8145 (232.0584) embed_mse 1304.9603 (1309.3890) mask_bce 0.2470 (0.2521) mask_dice 0.8422 (0.8471) mem 21940MB +[2025-12-25 08:25:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][510/1573] eta 0:12:03 lr 0.000015 time 2.5114 (0.6803) loss 1308.1797 (1310.6605) grad_norm 183.2856 (231.2842) embed_mse 1307.0858 (1309.5613) mask_bce 0.2501 (0.2520) mask_dice 0.8438 (0.8471) mem 21940MB +[2025-12-25 08:25:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][520/1573] eta 0:11:59 lr 0.000015 time 0.4196 (0.6831) loss 1272.3435 (1310.4323) grad_norm 198.3368 (230.3011) embed_mse 1271.2493 (1309.3332) mask_bce 0.2220 (0.2518) mask_dice 0.8722 (0.8472) mem 21940MB +[2025-12-25 08:26:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][530/1573] eta 0:11:58 lr 0.000015 time 0.4183 (0.6884) loss 1355.5264 (1310.4997) grad_norm 272.3337 (230.9380) embed_mse 1354.4296 (1309.4005) mask_bce 0.2436 (0.2519) mask_dice 0.8533 (0.8473) mem 21940MB +[2025-12-25 08:26:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][540/1573] eta 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grad_norm 172.5169 (231.0061) embed_mse 1381.2074 (1309.6885) mask_bce 0.2338 (0.2526) mask_dice 0.8502 (0.8472) mem 21940MB +[2025-12-25 08:26:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][580/1573] eta 0:11:21 lr 0.000015 time 0.4182 (0.6861) loss 1312.3313 (1310.8134) grad_norm 220.4042 (230.8588) embed_mse 1311.2367 (1309.7136) mask_bce 0.2312 (0.2525) mask_dice 0.8634 (0.8472) mem 21940MB +[2025-12-25 08:26:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][590/1573] eta 0:11:20 lr 0.000015 time 0.4177 (0.6924) loss 1268.9515 (1310.9842) grad_norm 245.3042 (231.0567) embed_mse 1267.8485 (1309.8843) mask_bce 0.2692 (0.2527) mask_dice 0.8337 (0.8472) mem 21940MB +[2025-12-25 08:26:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][600/1573] eta 0:11:17 lr 0.000015 time 0.4147 (0.6962) loss 1271.4546 (1310.5275) grad_norm 166.2422 (229.4630) embed_mse 1270.3645 (1309.4277) mask_bce 0.2401 (0.2525) mask_dice 0.8499 (0.8472) mem 21940MB +[2025-12-25 08:27:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][610/1573] eta 0:11:15 lr 0.000015 time 0.4361 (0.7012) loss 1325.6406 (1310.4499) grad_norm 224.4726 (229.3973) embed_mse 1324.5494 (1309.3501) mask_bce 0.2493 (0.2526) mask_dice 0.8419 (0.8472) mem 21940MB +[2025-12-25 08:27:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][620/1573] eta 0:11:16 lr 0.000014 time 0.4221 (0.7097) loss 1328.1769 (1310.3066) grad_norm 178.4653 (228.7359) embed_mse 1327.0470 (1309.2067) mask_bce 0.2662 (0.2528) mask_dice 0.8637 (0.8471) mem 21940MB +[2025-12-25 08:27:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][630/1573] eta 0:11:04 lr 0.000014 time 0.4200 (0.7051) loss 1255.0763 (1309.9805) grad_norm 276.0961 (229.3430) embed_mse 1253.9968 (1308.8807) mask_bce 0.2559 (0.2528) mask_dice 0.8235 (0.8470) mem 21940MB +[2025-12-25 08:27:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][640/1573] eta 0:10:58 lr 0.000014 time 0.4202 (0.7054) loss 1272.9468 (1309.7299) grad_norm 260.5160 (229.4259) embed_mse 1271.8580 (1308.6303) mask_bce 0.2304 (0.2527) mask_dice 0.8583 (0.8469) mem 21940MB +[2025-12-25 08:27:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][650/1573] eta 0:10:50 lr 0.000014 time 0.4222 (0.7048) loss 1365.4303 (1309.8172) grad_norm 170.6181 (228.6999) embed_mse 1364.3500 (1308.7175) mask_bce 0.2313 (0.2528) mask_dice 0.8490 (0.8468) mem 21940MB +[2025-12-25 08:27:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][660/1573] eta 0:10:41 lr 0.000014 time 0.5781 (0.7024) loss 1299.4716 (1309.9254) grad_norm 254.5210 (229.0148) embed_mse 1298.3038 (1308.8257) mask_bce 0.3220 (0.2528) mask_dice 0.8457 (0.8469) mem 21940MB +[2025-12-25 08:27:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][670/1573] eta 0:10:36 lr 0.000014 time 0.4238 (0.7052) loss 1283.5494 (1309.9330) grad_norm 239.8595 (229.1455) embed_mse 1282.4305 (1308.8333) mask_bce 0.2888 (0.2527) mask_dice 0.8301 (0.8469) mem 21940MB +[2025-12-25 08:27:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][680/1573] eta 0:10:34 lr 0.000014 time 0.4548 (0.7101) loss 1251.4338 (1309.8434) grad_norm 214.6302 (228.4861) embed_mse 1250.3680 (1308.7438) mask_bce 0.2218 (0.2527) mask_dice 0.8440 (0.8469) mem 21940MB +[2025-12-25 08:28:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][690/1573] eta 0:10:24 lr 0.000014 time 0.4217 (0.7073) loss 1258.6853 (1309.6730) grad_norm 228.9003 (228.4910) embed_mse 1257.6022 (1308.5735) mask_bce 0.2298 (0.2526) mask_dice 0.8533 (0.8470) mem 21940MB +[2025-12-25 08:28:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][700/1573] eta 0:10:22 lr 0.000014 time 3.3875 (0.7126) loss 1380.8086 (1309.8925) grad_norm 310.0691 (229.4286) embed_mse 1379.7153 (1308.7930) mask_bce 0.2566 (0.2524) mask_dice 0.8366 (0.8471) mem 21940MB +[2025-12-25 08:28:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][710/1573] eta 0:10:11 lr 0.000014 time 0.4177 (0.7084) loss 1318.2250 (1310.0258) grad_norm 225.4349 (229.3833) embed_mse 1317.1251 (1308.9264) mask_bce 0.2744 (0.2522) mask_dice 0.8254 (0.8472) mem 21940MB +[2025-12-25 08:28:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][720/1573] eta 0:10:04 lr 0.000014 time 0.4198 (0.7083) loss 1366.5310 (1310.0455) grad_norm 205.4679 (228.7277) embed_mse 1365.4333 (1308.9462) mask_bce 0.2385 (0.2521) mask_dice 0.8592 (0.8472) mem 21940MB +[2025-12-25 08:28:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][730/1573] eta 0:10:00 lr 0.000014 time 0.4263 (0.7128) loss 1334.0719 (1309.9098) grad_norm 170.7538 (228.0907) embed_mse 1332.9866 (1308.8104) mask_bce 0.2633 (0.2522) mask_dice 0.8220 (0.8472) mem 21940MB +[2025-12-25 08:28:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][740/1573] eta 0:09:51 lr 0.000014 time 0.4275 (0.7105) loss 1325.1498 (1309.9913) grad_norm 304.7653 (228.9241) embed_mse 1323.9235 (1308.8918) mask_bce 0.3643 (0.2523) mask_dice 0.8621 (0.8472) mem 21940MB +[2025-12-25 08:28:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][750/1573] eta 0:09:46 lr 0.000014 time 0.4450 (0.7127) loss 1216.4656 (1309.7642) grad_norm 167.9696 (228.2686) embed_mse 1215.3677 (1308.6646) mask_bce 0.2594 (0.2523) mask_dice 0.8385 (0.8472) mem 21940MB +[2025-12-25 08:28:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][760/1573] eta 0:09:38 lr 0.000014 time 0.4180 (0.7110) loss 1318.6892 (1309.5908) grad_norm 176.9782 (227.5192) embed_mse 1317.5929 (1308.4914) mask_bce 0.2532 (0.2521) mask_dice 0.8431 (0.8473) mem 21940MB +[2025-12-25 08:29:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][770/1573] eta 0:09:29 lr 0.000014 time 2.1590 (0.7097) loss 1330.8799 (1309.8389) grad_norm 328.5111 (228.5712) embed_mse 1329.7218 (1308.7394) mask_bce 0.3147 (0.2521) mask_dice 0.8433 (0.8474) mem 21940MB +[2025-12-25 08:29:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][780/1573] eta 0:09:20 lr 0.000014 time 0.4232 (0.7071) loss 1326.4666 (1309.9789) grad_norm 232.5415 (228.6121) embed_mse 1325.3727 (1308.8796) mask_bce 0.2298 (0.2519) mask_dice 0.8640 (0.8474) mem 21940MB +[2025-12-25 08:29:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][790/1573] eta 0:09:20 lr 0.000014 time 1.1167 (0.7161) loss 1270.5782 (1310.1211) grad_norm 275.1705 (229.0872) embed_mse 1269.4924 (1309.0219) mask_bce 0.2486 (0.2519) mask_dice 0.8373 (0.8473) mem 21940MB +[2025-12-25 08:29:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][800/1573] eta 0:09:17 lr 0.000014 time 4.7371 (0.7206) loss 1260.7843 (1310.1378) grad_norm 167.6950 (228.4251) embed_mse 1259.7123 (1309.0386) mask_bce 0.2067 (0.2517) mask_dice 0.8654 (0.8474) mem 21940MB +[2025-12-25 08:29:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][810/1573] eta 0:09:09 lr 0.000014 time 0.4512 (0.7202) loss 1254.8662 (1310.1297) grad_norm 218.0573 (228.3224) embed_mse 1253.7213 (1309.0306) mask_bce 0.3111 (0.2516) mask_dice 0.8337 (0.8475) mem 21940MB +[2025-12-25 08:29:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][820/1573] eta 0:09:05 lr 0.000014 time 0.4218 (0.7242) loss 1302.7771 (1310.0459) grad_norm 256.8428 (228.6021) embed_mse 1301.6970 (1308.9469) mask_bce 0.2104 (0.2515) mask_dice 0.8696 (0.8475) mem 21940MB +[2025-12-25 08:29:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][830/1573] eta 0:08:57 lr 0.000014 time 1.6349 (0.7231) loss 1331.8528 (1310.0063) grad_norm 187.9868 (228.2077) embed_mse 1330.7667 (1308.9074) mask_bce 0.2380 (0.2515) mask_dice 0.8481 (0.8474) mem 21940MB +[2025-12-25 08:30:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][840/1573] eta 0:08:52 lr 0.000014 time 0.4239 (0.7261) loss 1254.7942 (1309.9908) grad_norm 203.7859 (228.6358) embed_mse 1253.7236 (1308.8919) mask_bce 0.2034 (0.2514) mask_dice 0.8672 (0.8474) mem 21940MB +[2025-12-25 08:30:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][850/1573] eta 0:08:46 lr 0.000014 time 0.4203 (0.7281) loss 1352.1094 (1309.9739) grad_norm 206.0532 (228.4227) embed_mse 1350.9910 (1308.8751) mask_bce 0.2647 (0.2515) mask_dice 0.8537 (0.8473) mem 21940MB +[2025-12-25 08:30:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][860/1573] eta 0:08:40 lr 0.000014 time 0.4225 (0.7301) loss 1340.0615 (1309.8906) grad_norm 188.7159 (228.0516) embed_mse 1338.9562 (1308.7918) mask_bce 0.2686 (0.2515) mask_dice 0.8368 (0.8473) mem 21940MB +[2025-12-25 08:30:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][870/1573] eta 0:08:34 lr 0.000014 time 0.4185 (0.7313) loss 1329.7491 (1309.6843) grad_norm 214.7997 (227.9289) embed_mse 1328.6377 (1308.5854) mask_bce 0.2699 (0.2516) mask_dice 0.8415 (0.8473) mem 21940MB +[2025-12-25 08:30:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][880/1573] eta 0:08:32 lr 0.000014 time 6.5588 (0.7388) loss 1269.2318 (1309.7539) grad_norm 168.2110 (226.6617) embed_mse 1268.1387 (1308.6549) mask_bce 0.2514 (0.2516) mask_dice 0.8417 (0.8474) mem 21940MB +[2025-12-25 08:30:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][890/1573] eta 0:08:23 lr 0.000014 time 0.4205 (0.7379) loss 1401.3966 (1309.9330) grad_norm 436.7136 (228.5540) embed_mse 1400.2971 (1308.8341) mask_bce 0.2318 (0.2514) mask_dice 0.8677 (0.8475) mem 21940MB +[2025-12-25 08:30:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][900/1573] eta 0:08:14 lr 0.000014 time 0.4220 (0.7344) loss 1385.7651 (1310.1335) grad_norm 424.4052 (230.3027) embed_mse 1384.6533 (1309.0347) mask_bce 0.2726 (0.2513) mask_dice 0.8392 (0.8475) mem 21940MB +[2025-12-25 08:31:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][910/1573] eta 0:08:07 lr 0.000014 time 0.4311 (0.7359) loss 1380.5481 (1310.3824) grad_norm 445.8097 (232.2099) embed_mse 1379.4375 (1309.2835) mask_bce 0.2653 (0.2514) mask_dice 0.8453 (0.8475) mem 21940MB +[2025-12-25 08:31:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][920/1573] eta 0:08:04 lr 0.000014 time 3.7520 (0.7425) loss 1297.4852 (1310.7354) grad_norm 166.4300 (232.1945) embed_mse 1296.3831 (1309.6366) mask_bce 0.2790 (0.2514) mask_dice 0.8231 (0.8474) mem 21940MB +[2025-12-25 08:31:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][930/1573] eta 0:08:00 lr 0.000014 time 0.4166 (0.7475) loss 1248.9175 (1310.8006) grad_norm 195.0052 (231.8739) embed_mse 1247.8245 (1309.7018) mask_bce 0.2608 (0.2514) mask_dice 0.8323 (0.8474) mem 21940MB +[2025-12-25 08:31:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][940/1573] eta 0:07:57 lr 0.000014 time 0.4183 (0.7542) loss 1276.6501 (1310.8120) grad_norm 207.0546 (231.6618) embed_mse 1275.5608 (1309.7131) mask_bce 0.2195 (0.2515) mask_dice 0.8699 (0.8474) mem 21940MB +[2025-12-25 08:31:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][950/1573] eta 0:07:47 lr 0.000014 time 0.4250 (0.7507) loss 1291.5680 (1310.6632) grad_norm 216.4187 (231.5326) embed_mse 1290.4841 (1309.5642) mask_bce 0.2541 (0.2515) mask_dice 0.8297 (0.8475) mem 21940MB +[2025-12-25 08:32:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][960/1573] eta 0:07:46 lr 0.000014 time 11.9114 (0.7616) loss 1290.1263 (1310.7830) grad_norm 325.8729 (232.2945) embed_mse 1289.0472 (1309.6841) mask_bce 0.2185 (0.2515) mask_dice 0.8606 (0.8475) mem 21940MB +[2025-12-25 08:32:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][970/1573] eta 0:07:37 lr 0.000014 time 0.4207 (0.7581) loss 1330.1073 (1311.2024) grad_norm 196.2345 (231.9964) embed_mse 1329.0170 (1310.1034) mask_bce 0.2347 (0.2515) mask_dice 0.8555 (0.8475) mem 21940MB +[2025-12-25 08:32:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][980/1573] eta 0:07:27 lr 0.000014 time 0.4258 (0.7546) loss 1332.8409 (1311.1806) grad_norm 225.6613 (231.9445) embed_mse 1331.7648 (1310.0816) mask_bce 0.2390 (0.2516) mask_dice 0.8371 (0.8474) mem 21940MB +[2025-12-25 08:32:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][990/1573] eta 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grad_norm 267.5883 (232.8225) embed_mse 1336.7042 (1310.1879) mask_bce 0.2420 (0.2514) mask_dice 0.8591 (0.8475) mem 21940MB +[2025-12-25 08:32:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1030/1573] eta 0:06:51 lr 0.000014 time 0.4496 (0.7582) loss 1302.3168 (1311.2967) grad_norm 249.5437 (232.9532) embed_mse 1301.2147 (1310.1976) mask_bce 0.2583 (0.2517) mask_dice 0.8437 (0.8474) mem 21940MB +[2025-12-25 08:33:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1040/1573] eta 0:06:45 lr 0.000014 time 0.4250 (0.7600) loss 1290.4163 (1311.1502) grad_norm 170.8789 (232.7519) embed_mse 1289.3071 (1310.0510) mask_bce 0.2663 (0.2518) mask_dice 0.8429 (0.8474) mem 21940MB +[2025-12-25 08:33:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1050/1573] eta 0:06:36 lr 0.000014 time 0.4525 (0.7589) loss 1312.5432 (1311.0812) grad_norm 243.0538 (232.8306) embed_mse 1311.4149 (1309.9820) mask_bce 0.2934 (0.2518) mask_dice 0.8349 (0.8474) mem 21940MB +[2025-12-25 08:33:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1060/1573] eta 0:06:31 lr 0.000014 time 0.4451 (0.7638) loss 1295.9424 (1311.2435) grad_norm 176.5137 (232.4039) embed_mse 1294.8450 (1310.1444) mask_bce 0.2671 (0.2517) mask_dice 0.8303 (0.8474) mem 21940MB +[2025-12-25 08:33:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1070/1573] eta 0:06:25 lr 0.000014 time 2.5867 (0.7657) loss 1304.6860 (1311.3526) grad_norm 179.6495 (232.0073) embed_mse 1303.6183 (1310.2534) mask_bce 0.1997 (0.2518) mask_dice 0.8680 (0.8474) mem 21940MB +[2025-12-25 08:33:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1080/1573] eta 0:06:18 lr 0.000014 time 0.4290 (0.7675) loss 1330.9149 (1311.3663) grad_norm 223.0539 (231.3231) embed_mse 1329.7922 (1310.2671) mask_bce 0.2938 (0.2518) mask_dice 0.8289 (0.8474) mem 21940MB +[2025-12-25 08:33:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1090/1573] eta 0:06:14 lr 0.000014 time 7.3109 (0.7746) loss 1333.9572 (1311.4990) grad_norm 395.4156 (232.5297) embed_mse 1332.8909 (1310.3998) mask_bce 0.2176 (0.2518) mask_dice 0.8486 (0.8474) mem 21940MB +[2025-12-25 08:34:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1100/1573] eta 0:06:06 lr 0.000014 time 0.4193 (0.7754) loss 1250.7833 (1311.3977) grad_norm 234.4991 (232.5441) embed_mse 1249.7185 (1310.2986) mask_bce 0.2127 (0.2517) mask_dice 0.8522 (0.8474) mem 21940MB +[2025-12-25 08:34:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1110/1573] eta 0:06:01 lr 0.000014 time 3.0445 (0.7805) loss 1271.3650 (1311.4451) grad_norm 260.5111 (232.7467) embed_mse 1270.1897 (1310.3458) mask_bce 0.3152 (0.2519) mask_dice 0.8601 (0.8474) mem 21940MB +[2025-12-25 08:34:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1120/1573] eta 0:05:54 lr 0.000014 time 0.4141 (0.7822) loss 1271.2373 (1311.4694) grad_norm 226.1287 (233.8397) embed_mse 1270.1597 (1310.3701) mask_bce 0.2179 (0.2519) mask_dice 0.8598 (0.8474) mem 21940MB +[2025-12-25 08:34:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1130/1573] eta 0:05:47 lr 0.000014 time 3.3097 (0.7848) loss 1305.3771 (1311.7211) grad_norm 300.9534 (234.3156) embed_mse 1304.2904 (1310.6218) mask_bce 0.2463 (0.2518) mask_dice 0.8404 (0.8475) mem 21940MB +[2025-12-25 08:34:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1140/1573] eta 0:05:40 lr 0.000014 time 0.4207 (0.7868) loss 1297.7095 (1311.7613) grad_norm 444.0337 (235.7926) embed_mse 1296.6282 (1310.6622) mask_bce 0.2108 (0.2517) mask_dice 0.8705 (0.8474) mem 21940MB +[2025-12-25 08:35:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1150/1573] eta 0:05:33 lr 0.000014 time 4.1423 (0.7883) loss 1359.3464 (1311.8643) grad_norm 206.4635 (235.5875) embed_mse 1358.2487 (1310.7652) mask_bce 0.2524 (0.2516) mask_dice 0.8453 (0.8475) mem 21940MB +[2025-12-25 08:35:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1160/1573] eta 0:05:26 lr 0.000014 time 0.4195 (0.7899) loss 1347.0192 (1312.0191) grad_norm 230.5178 (235.2454) embed_mse 1345.9158 (1310.9201) mask_bce 0.2450 (0.2516) mask_dice 0.8583 (0.8475) mem 21940MB +[2025-12-25 08:35:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1170/1573] eta 0:05:19 lr 0.000014 time 5.8600 (0.7927) loss 1295.6169 (1311.9640) grad_norm 155.3027 (234.6978) embed_mse 1294.5283 (1310.8651) mask_bce 0.2366 (0.2515) mask_dice 0.8520 (0.8475) mem 21940MB +[2025-12-25 08:35:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1180/1573] eta 0:05:10 lr 0.000014 time 0.4212 (0.7912) loss 1314.5502 (1311.9667) grad_norm 179.3196 (234.3211) embed_mse 1313.4673 (1310.8677) mask_bce 0.2362 (0.2515) mask_dice 0.8467 (0.8475) mem 21940MB +[2025-12-25 08:35:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1190/1573] eta 0:05:03 lr 0.000014 time 0.4206 (0.7925) loss 1349.1985 (1312.0051) grad_norm 215.5588 (234.1943) embed_mse 1348.1052 (1310.9061) mask_bce 0.2307 (0.2514) mask_dice 0.8625 (0.8475) mem 21940MB +[2025-12-25 08:35:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1200/1573] eta 0:04:54 lr 0.000014 time 0.4388 (0.7896) loss 1340.2113 (1312.1888) grad_norm 284.2342 (234.4560) embed_mse 1339.1329 (1311.0897) mask_bce 0.2338 (0.2515) mask_dice 0.8445 (0.8475) mem 21940MB +[2025-12-25 08:36:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1210/1573] eta 0:04:49 lr 0.000014 time 0.4216 (0.7976) loss 1307.4456 (1312.0707) grad_norm 362.5145 (235.3041) embed_mse 1306.3665 (1310.9716) mask_bce 0.2405 (0.2515) mask_dice 0.8386 (0.8475) mem 21940MB +[2025-12-25 08:36:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1220/1573] eta 0:04:42 lr 0.000014 time 0.4240 (0.7993) loss 1274.8806 (1311.9668) grad_norm 221.8881 (235.2158) embed_mse 1273.8176 (1310.8679) mask_bce 0.2066 (0.2514) mask_dice 0.8564 (0.8475) mem 21940MB +[2025-12-25 08:36:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1230/1573] eta 0:04:33 lr 0.000014 time 0.4185 (0.7969) loss 1276.5693 (1311.8925) grad_norm 329.0963 (235.8294) embed_mse 1275.4733 (1310.7935) mask_bce 0.2554 (0.2515) mask_dice 0.8406 (0.8475) mem 21940MB +[2025-12-25 08:36:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1240/1573] eta 0:04:26 lr 0.000014 time 2.3314 (0.8004) loss 1338.9873 (1311.8598) grad_norm 279.2892 (235.7939) embed_mse 1337.8873 (1310.7609) mask_bce 0.2376 (0.2515) mask_dice 0.8624 (0.8475) mem 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(train_geometry_finetune.py 372): INFO Train: [19/30][1280/1573] eta 0:03:53 lr 0.000014 time 0.4466 (0.7984) loss 1374.3765 (1311.7030) grad_norm 208.6584 (234.4192) embed_mse 1373.2834 (1310.6043) mask_bce 0.2415 (0.2513) mask_dice 0.8516 (0.8475) mem 21940MB +[2025-12-25 08:37:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1290/1573] eta 0:03:46 lr 0.000014 time 3.2004 (0.7989) loss 1271.6659 (1311.6393) grad_norm 205.1671 (234.2375) embed_mse 1270.5686 (1310.5405) mask_bce 0.2571 (0.2513) mask_dice 0.8402 (0.8475) mem 21940MB +[2025-12-25 08:37:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1300/1573] eta 0:03:38 lr 0.000014 time 0.4222 (0.7998) loss 1309.5632 (1311.6180) grad_norm 179.0871 (233.8971) embed_mse 1308.4707 (1310.5194) mask_bce 0.2229 (0.2511) mask_dice 0.8696 (0.8475) mem 21940MB +[2025-12-25 08:37:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1310/1573] eta 0:03:29 lr 0.000014 time 0.4843 (0.7976) loss 1282.0369 (1311.7479) grad_norm 151.4742 (233.3914) embed_mse 1280.9340 (1310.6492) mask_bce 0.2633 (0.2511) mask_dice 0.8396 (0.8475) mem 21940MB +[2025-12-25 08:37:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1320/1573] eta 0:03:22 lr 0.000013 time 0.4165 (0.7987) loss 1292.9979 (1311.7206) grad_norm 275.3440 (234.0684) embed_mse 1291.9241 (1310.6220) mask_bce 0.2167 (0.2510) mask_dice 0.8572 (0.8476) mem 21940MB +[2025-12-25 08:37:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1330/1573] eta 0:03:14 lr 0.000013 time 0.4164 (0.8012) loss 1239.0453 (1311.6729) grad_norm 225.4755 (234.0166) embed_mse 1237.9623 (1310.5742) mask_bce 0.2245 (0.2511) mask_dice 0.8585 (0.8476) mem 21940MB +[2025-12-25 08:37:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1340/1573] eta 0:03:07 lr 0.000013 time 0.4145 (0.8039) loss 1399.0170 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(1310.6866) mask_bce 0.2006 (0.2509) mask_dice 0.8685 (0.8477) mem 21940MB +[2025-12-25 08:38:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1380/1573] eta 0:02:35 lr 0.000013 time 0.4286 (0.8051) loss 1320.2743 (1311.7621) grad_norm 195.4639 (234.2312) embed_mse 1319.2020 (1310.6635) mask_bce 0.2168 (0.2509) mask_dice 0.8555 (0.8477) mem 21940MB +[2025-12-25 08:38:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1390/1573] eta 0:02:27 lr 0.000013 time 0.4214 (0.8082) loss 1318.1503 (1311.9876) grad_norm 186.7270 (233.9566) embed_mse 1317.0342 (1310.8890) mask_bce 0.2716 (0.2509) mask_dice 0.8444 (0.8477) mem 21940MB +[2025-12-25 08:38:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1400/1573] eta 0:02:19 lr 0.000013 time 2.5792 (0.8089) loss 1333.4359 (1312.0519) grad_norm 252.9989 (233.9767) embed_mse 1332.3385 (1310.9534) mask_bce 0.2509 (0.2508) mask_dice 0.8465 (0.8478) mem 21940MB +[2025-12-25 08:38:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1410/1573] eta 0:02:11 lr 0.000013 time 0.4272 (0.8087) loss 1283.6381 (1311.9923) grad_norm 218.8585 (233.8908) embed_mse 1282.5682 (1310.8937) mask_bce 0.2180 (0.2508) mask_dice 0.8519 (0.8478) mem 21940MB +[2025-12-25 08:39:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1420/1573] eta 0:02:03 lr 0.000013 time 0.4275 (0.8085) loss 1323.6912 (1311.9566) grad_norm 251.8872 (233.9924) embed_mse 1322.5809 (1310.8581) mask_bce 0.2696 (0.2507) mask_dice 0.8407 (0.8478) mem 21940MB +[2025-12-25 08:39:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1430/1573] eta 0:01:55 lr 0.000013 time 0.4631 (0.8081) loss 1262.1913 (1311.8500) grad_norm 267.6531 (234.1815) embed_mse 1261.1119 (1310.7515) mask_bce 0.2319 (0.2506) mask_dice 0.8474 (0.8478) mem 21940MB +[2025-12-25 08:39:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1440/1573] eta 0:01:47 lr 0.000013 time 0.4463 (0.8108) loss 1353.1473 (1311.8148) grad_norm 172.8089 (234.3647) embed_mse 1352.0781 (1310.7164) mask_bce 0.2282 (0.2506) mask_dice 0.8409 (0.8479) mem 21940MB +[2025-12-25 08:39:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1450/1573] eta 0:01:40 lr 0.000013 time 0.7703 (0.8146) loss 1300.7992 (1311.7961) grad_norm 268.9472 (234.5558) embed_mse 1299.6866 (1310.6975) mask_bce 0.2770 (0.2507) mask_dice 0.8355 (0.8479) mem 21940MB +[2025-12-25 08:39:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1460/1573] eta 0:01:32 lr 0.000013 time 0.4483 (0.8142) loss 1323.3813 (1311.8117) grad_norm 235.6012 (234.5615) embed_mse 1322.2700 (1310.7131) mask_bce 0.2721 (0.2507) mask_dice 0.8392 (0.8478) mem 21940MB +[2025-12-25 08:39:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1470/1573] eta 0:01:23 lr 0.000013 time 0.4385 (0.8130) loss 1420.4132 (1311.8010) grad_norm 192.2018 (234.3300) embed_mse 1419.3083 (1310.7025) mask_bce 0.2698 (0.2508) mask_dice 0.8351 (0.8478) mem 21940MB +[2025-12-25 08:39:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1480/1573] eta 0:01:15 lr 0.000013 time 0.4322 (0.8129) loss 1324.5618 (1311.7379) grad_norm 230.5210 (233.9747) embed_mse 1323.4548 (1310.6394) mask_bce 0.2630 (0.2508) mask_dice 0.8440 (0.8478) mem 21940MB +[2025-12-25 08:40:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1490/1573] eta 0:01:07 lr 0.000013 time 0.8666 (0.8129) loss 1274.0076 (1311.7412) grad_norm 264.0896 (234.1366) embed_mse 1272.9426 (1310.6428) mask_bce 0.2242 (0.2507) mask_dice 0.8407 (0.8478) mem 21940MB +[2025-12-25 08:40:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1500/1573] eta 0:00:59 lr 0.000013 time 3.9022 (0.8157) loss 1365.0332 (1311.7362) grad_norm 192.1222 (233.9119) embed_mse 1363.9177 (1310.6377) mask_bce 0.2930 (0.2507) mask_dice 0.8225 (0.8477) mem 21940MB +[2025-12-25 08:40:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1510/1573] eta 0:00:51 lr 0.000013 time 0.4296 (0.8199) loss 1240.0955 (1311.6585) grad_norm 244.8543 (233.9701) embed_mse 1239.0317 (1310.5601) mask_bce 0.2074 (0.2507) mask_dice 0.8563 (0.8477) mem 21940MB +[2025-12-25 08:40:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1520/1573] eta 0:00:43 lr 0.000013 time 2.6677 (0.8213) loss 1268.2925 (1311.5890) grad_norm 296.4462 (234.5491) embed_mse 1267.2137 (1310.4906) mask_bce 0.2344 (0.2506) mask_dice 0.8442 (0.8478) mem 21940MB +[2025-12-25 08:40:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1530/1573] eta 0:00:35 lr 0.000013 time 0.4853 (0.8202) loss 1278.5873 (1311.4840) grad_norm 150.8183 (234.1107) embed_mse 1277.4894 (1310.3856) mask_bce 0.2220 (0.2506) mask_dice 0.8759 (0.8478) mem 21940MB +[2025-12-25 08:40:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1540/1573] eta 0:00:27 lr 0.000013 time 0.4337 (0.8185) loss 1256.2361 (1311.4261) grad_norm 276.6611 (234.3323) embed_mse 1255.1426 (1310.3278) mask_bce 0.2693 (0.2505) mask_dice 0.8242 (0.8478) mem 21940MB +[2025-12-25 08:41:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1550/1573] eta 0:00:18 lr 0.000013 time 0.4293 (0.8189) loss 1283.2913 (1311.4106) grad_norm 207.9404 (234.1956) embed_mse 1282.2257 (1310.3123) mask_bce 0.2149 (0.2505) mask_dice 0.8508 (0.8478) mem 21940MB +[2025-12-25 08:41:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1560/1573] eta 0:00:10 lr 0.000013 time 0.4319 (0.8215) loss 1326.8452 (1311.4038) grad_norm 208.7274 (233.8360) embed_mse 1325.6879 (1310.3055) mask_bce 0.2903 (0.2505) mask_dice 0.8670 (0.8477) mem 21940MB +[2025-12-25 08:41:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1570/1573] eta 0:00:02 lr 0.000013 time 0.4319 (0.8235) loss 1290.8060 (1311.2777) grad_norm 159.2912 (233.4557) embed_mse 1289.7515 (1310.1795) mask_bce 0.2069 (0.2506) mask_dice 0.8477 (0.8477) mem 21940MB +[2025-12-25 08:41:30 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 19 training takes 0:21:35 +[2025-12-25 08:41:30 geometry_finetune_default] (utils.py 296): INFO output_geometry_finetune/es_rv_m/ckpt_epoch_19.pth saving...... +[2025-12-25 08:46:52 geometry_finetune_default] (utils.py 298): INFO output_geometry_finetune/es_rv_m/ckpt_epoch_19.pth saved !!! +[2025-12-25 08:47:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][0/1573] eta 8:35:14 lr 0.000013 time 19.6535 (19.6535) loss 1276.7181 (1276.7181) grad_norm 0.0000 (0.0000) embed_mse 1275.6260 (1275.6260) mask_bce 0.2588 (0.2588) mask_dice 0.8334 (0.8334) mem 21940MB +[2025-12-25 08:47:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][10/1573] eta 1:09:49 lr 0.000013 time 0.4428 (2.6804) loss 1250.1965 (1289.6407) grad_norm 259.7559 (259.7559) embed_mse 1249.0994 (1288.5474) mask_bce 0.2564 (0.2480) mask_dice 0.8409 (0.8453) mem 21940MB +[2025-12-25 08:47:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][20/1573] eta 0:44:49 lr 0.000013 time 0.4264 (1.7319) loss 1322.5917 (1308.4968) grad_norm 182.1893 (220.9726) embed_mse 1321.5095 (1307.4010) mask_bce 0.2081 (0.2498) mask_dice 0.8741 (0.8460) mem 21940MB +[2025-12-25 08:47:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][30/1573] eta 0:34:09 lr 0.000013 time 0.5818 (1.3280) loss 1323.3450 (1308.9463) grad_norm 373.4041 (271.7831) embed_mse 1322.2874 (1307.8515) mask_bce 0.1913 (0.2482) mask_dice 0.8663 (0.8466) mem 21940MB +[2025-12-25 08:47:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][40/1573] eta 0:29:43 lr 0.000013 time 1.3909 (1.1635) loss 1321.2732 (1311.0535) grad_norm 358.2653 (310.5230) embed_mse 1320.1710 (1309.9588) mask_bce 0.2744 (0.2479) mask_dice 0.8277 (0.8468) mem 21940MB +[2025-12-25 08:47:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][50/1573] eta 0:29:39 lr 0.000013 time 0.4485 (1.1685) loss 1315.0732 (1313.8965) grad_norm 253.6644 (301.0466) embed_mse 1313.9753 (1312.8027) mask_bce 0.2485 (0.2465) mask_dice 0.8494 (0.8473) mem 21940MB +[2025-12-25 08:47:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][60/1573] eta 0:27:35 lr 0.000013 time 2.6072 (1.0942) loss 1301.2240 (1313.5185) grad_norm 218.1920 (289.2102) embed_mse 1300.1465 (1312.4267) mask_bce 0.1987 (0.2443) mask_dice 0.8788 (0.8475) mem 21940MB +[2025-12-25 08:48:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][70/1573] eta 0:27:44 lr 0.000013 time 4.1213 (1.1078) loss 1287.9817 (1312.1162) grad_norm 261.8697 (285.7926) embed_mse 1286.9078 (1311.0249) mask_bce 0.2072 (0.2432) mask_dice 0.8667 (0.8481) mem 21940MB +[2025-12-25 08:48:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][80/1573] eta 0:25:45 lr 0.000013 time 0.4325 (1.0352) loss 1334.1259 (1312.5066) grad_norm 228.9059 (271.3970) embed_mse 1333.0327 (1311.4153) mask_bce 0.2277 (0.2436) mask_dice 0.8655 (0.8477) mem 21940MB +[2025-12-25 08:48:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][90/1573] eta 0:26:06 lr 0.000013 time 0.4393 (1.0566) loss 1292.5920 (1311.0688) grad_norm 218.4636 (266.5849) embed_mse 1291.5150 (1309.9769) mask_bce 0.2335 (0.2445) mask_dice 0.8436 (0.8475) mem 21940MB +[2025-12-25 08:48:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][100/1573] eta 0:25:14 lr 0.000013 time 0.4492 (1.0281) loss 1322.5243 (1312.0403) grad_norm 193.4765 (260.4925) embed_mse 1321.4299 (1310.9479) mask_bce 0.2531 (0.2450) mask_dice 0.8411 (0.8474) mem 21940MB +[2025-12-25 08:48:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][110/1573] eta 0:26:12 lr 0.000013 time 5.4258 (1.0751) loss 1279.7020 (1311.4518) grad_norm 186.5385 (254.8037) embed_mse 1278.6259 (1310.3596) mask_bce 0.2224 (0.2444) mask_dice 0.8538 (0.8478) mem 21940MB +[2025-12-25 08:48:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][120/1573] eta 0:24:46 lr 0.000013 time 0.4372 (1.0230) loss 1375.9230 (1311.2772) grad_norm 209.1192 (245.6342) embed_mse 1374.8330 (1310.1855) mask_bce 0.2384 (0.2440) mask_dice 0.8515 (0.8478) mem 21940MB +[2025-12-25 08:49:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][130/1573] eta 0:24:17 lr 0.000013 time 0.4450 (1.0097) loss 1310.0496 (1311.4196) grad_norm 311.9119 (249.7765) embed_mse 1308.9602 (1310.3276) mask_bce 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08:49:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][170/1573] eta 0:22:30 lr 0.000013 time 0.4536 (0.9628) loss 1265.2599 (1313.0646) grad_norm 285.8825 (236.4260) embed_mse 1264.1892 (1311.9686) mask_bce 0.1956 (0.2472) mask_dice 0.8750 (0.8488) mem 21940MB +[2025-12-25 08:49:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][180/1573] eta 0:22:14 lr 0.000013 time 0.4807 (0.9582) loss 1272.8333 (1312.0839) grad_norm 153.9890 (232.6789) embed_mse 1271.7114 (1310.9879) mask_bce 0.2996 (0.2470) mask_dice 0.8222 (0.8490) mem 21940MB +[2025-12-25 08:49:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][190/1573] eta 0:21:56 lr 0.000013 time 0.4295 (0.9519) loss 1304.0226 (1312.0602) grad_norm 222.1695 (232.2220) embed_mse 1302.9406 (1310.9642) mask_bce 0.2360 (0.2468) mask_dice 0.8461 (0.8492) mem 21940MB +[2025-12-25 08:50:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][200/1573] eta 0:22:04 lr 0.000013 time 0.4233 (0.9649) loss 1228.1294 (1311.7015) grad_norm 208.9738 (228.3564) embed_mse 1226.9799 (1310.6046) mask_bce 0.3015 (0.2478) mask_dice 0.8480 (0.8491) mem 21940MB +[2025-12-25 08:50:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][210/1573] eta 0:21:29 lr 0.000013 time 0.4203 (0.9459) loss 1368.5291 (1311.8467) grad_norm 255.8648 (229.4144) embed_mse 1367.4185 (1310.7503) mask_bce 0.2945 (0.2477) mask_dice 0.8161 (0.8487) mem 21940MB +[2025-12-25 08:50:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][220/1573] eta 0:21:36 lr 0.000013 time 0.4241 (0.9580) loss 1325.7072 (1312.3814) grad_norm 225.4066 (229.2660) embed_mse 1324.6248 (1311.2849) mask_bce 0.2532 (0.2479) mask_dice 0.8291 (0.8486) mem 21940MB +[2025-12-25 08:50:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][230/1573] eta 0:21:24 lr 0.000013 time 0.4354 (0.9566) loss 1317.9742 (1313.0899) grad_norm 359.5788 (233.9200) embed_mse 1316.8961 (1311.9932) mask_bce 0.2207 (0.2480) mask_dice 0.8575 (0.8487) mem 21940MB +[2025-12-25 08:50:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][240/1573] eta 0:20:46 lr 0.000013 time 0.4416 (0.9348) loss 1308.1342 (1313.2743) grad_norm 178.8574 (231.9857) embed_mse 1307.0359 (1312.1773) mask_bce 0.2208 (0.2481) mask_dice 0.8774 (0.8490) mem 21940MB +[2025-12-25 08:50:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][250/1573] eta 0:20:31 lr 0.000013 time 1.6344 (0.9309) loss 1294.4515 (1313.5725) grad_norm 205.6299 (231.1355) embed_mse 1293.3242 (1312.4756) mask_bce 0.2528 (0.2480) mask_dice 0.8745 (0.8489) mem 21940MB +[2025-12-25 08:50:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][260/1573] eta 0:20:29 lr 0.000013 time 0.4209 (0.9362) loss 1319.8296 (1313.3665) grad_norm 165.8742 (229.0961) embed_mse 1318.7552 (1312.2703) mask_bce 0.2252 (0.2471) mask_dice 0.8492 (0.8491) mem 21940MB +[2025-12-25 08:51:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][270/1573] eta 0:20:48 lr 0.000013 time 0.4248 (0.9583) loss 1342.2083 (1313.1785) grad_norm 240.6031 (229.4448) embed_mse 1341.1173 (1312.0825) mask_bce 0.2352 (0.2472) mask_dice 0.8557 (0.8489) mem 21940MB +[2025-12-25 08:51:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][280/1573] eta 0:20:22 lr 0.000013 time 0.4212 (0.9451) loss 1352.2618 (1312.5147) grad_norm 165.0538 (225.1184) embed_mse 1351.1829 (1311.4188) mask_bce 0.2064 (0.2470) mask_dice 0.8726 (0.8489) mem 21940MB +[2025-12-25 08:51:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][290/1573] eta 0:20:04 lr 0.000013 time 0.4347 (0.9391) loss 1338.7745 (1313.1437) grad_norm 303.8953 (227.3066) embed_mse 1337.6864 (1312.0479) mask_bce 0.2398 (0.2473) mask_dice 0.8484 (0.8485) mem 21940MB +[2025-12-25 08:51:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][300/1573] eta 0:19:39 lr 0.000013 time 0.4295 (0.9264) loss 1253.8494 (1313.2604) grad_norm 183.3283 (226.1180) embed_mse 1252.7583 (1312.1643) mask_bce 0.2496 (0.2477) mask_dice 0.8416 (0.8485) mem 21940MB +[2025-12-25 08:51:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][310/1573] eta 0:19:24 lr 0.000013 time 0.4232 (0.9223) loss 1332.8766 (1312.8882) grad_norm 230.6986 (226.2386) embed_mse 1331.7645 (1311.7920) mask_bce 0.2543 (0.2476) mask_dice 0.8578 (0.8486) mem 21940MB +[2025-12-25 08:51:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][320/1573] eta 0:19:19 lr 0.000013 time 0.4353 (0.9252) loss 1345.1111 (1312.7756) grad_norm 206.7677 (225.3133) embed_mse 1344.0034 (1311.6792) mask_bce 0.2727 (0.2478) mask_dice 0.8350 (0.8486) mem 21940MB +[2025-12-25 08:52:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][330/1573] eta 0:19:36 lr 0.000013 time 10.7214 (0.9465) loss 1319.8180 (1312.7349) grad_norm 273.7893 (226.4956) embed_mse 1318.7159 (1311.6386) mask_bce 0.2442 (0.2478) mask_dice 0.8579 (0.8486) mem 21940MB +[2025-12-25 08:52:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][340/1573] eta 0:19:21 lr 0.000013 time 0.4283 (0.9418) loss 1289.6122 (1312.5275) grad_norm 277.4651 (227.7092) embed_mse 1288.5206 (1311.4314) mask_bce 0.2541 (0.2477) mask_dice 0.8375 (0.8484) mem 21940MB +[2025-12-25 08:52:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][350/1573] eta 0:19:22 lr 0.000013 time 0.4514 (0.9502) loss 1352.3538 (1312.9642) grad_norm 206.3642 (227.2128) embed_mse 1351.2256 (1311.8681) mask_bce 0.2895 (0.2480) mask_dice 0.8386 (0.8481) mem 21940MB +[2025-12-25 08:52:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][360/1573] eta 0:18:55 lr 0.000013 time 0.4249 (0.9358) loss 1317.4210 (1312.7952) grad_norm 208.3598 (226.9522) embed_mse 1316.3359 (1311.6994) mask_bce 0.2544 (0.2476) mask_dice 0.8306 (0.8482) mem 21940MB +[2025-12-25 08:52:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][370/1573] eta 0:18:39 lr 0.000013 time 0.4259 (0.9308) loss 1331.3257 (1313.0557) grad_norm 206.3946 (226.5053) embed_mse 1330.2462 (1311.9597) mask_bce 0.2147 (0.2476) mask_dice 0.8648 (0.8484) mem 21940MB +[2025-12-25 08:52:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][380/1573] eta 0:18:33 lr 0.000013 time 0.4218 (0.9333) loss 1306.0195 (1313.0332) grad_norm 243.6776 (226.8707) embed_mse 1304.9144 (1311.9370) mask_bce 0.2541 (0.2477) mask_dice 0.8510 (0.8485) mem 21940MB +[2025-12-25 08:52:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][390/1573] eta 0:18:15 lr 0.000013 time 0.4321 (0.9263) loss 1369.8365 (1312.6182) grad_norm 176.5019 (225.8213) embed_mse 1368.6586 (1311.5219) mask_bce 0.3294 (0.2479) mask_dice 0.8486 (0.8485) mem 21940MB +[2025-12-25 08:52:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][400/1573] eta 0:17:52 lr 0.000013 time 0.4274 (0.9143) loss 1310.6711 (1312.6618) grad_norm 195.9514 (225.1436) embed_mse 1309.5763 (1311.5655) mask_bce 0.2503 (0.2479) mask_dice 0.8446 (0.8484) mem 21940MB +[2025-12-25 08:53:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][410/1573] eta 0:17:38 lr 0.000013 time 0.4251 (0.9099) loss 1281.1036 (1312.9986) grad_norm 169.6994 (224.0565) embed_mse 1280.0400 (1311.9021) mask_bce 0.2076 (0.2479) mask_dice 0.8560 (0.8485) mem 21940MB +[2025-12-25 08:53:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][420/1573] eta 0:17:41 lr 0.000013 time 3.7345 (0.9206) loss 1271.0111 (1313.1533) grad_norm 309.9102 (225.7076) embed_mse 1269.9028 (1312.0568) mask_bce 0.2556 (0.2479) mask_dice 0.8526 (0.8486) mem 21940MB +[2025-12-25 08:53:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][430/1573] eta 0:17:19 lr 0.000013 time 0.4204 (0.9091) loss 1267.3685 (1312.8840) grad_norm 280.9594 (226.7500) embed_mse 1266.2946 (1311.7877) mask_bce 0.2214 (0.2476) mask_dice 0.8526 (0.8487) mem 21940MB +[2025-12-25 08:53:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][440/1573] eta 0:17:16 lr 0.000012 time 0.4554 (0.9145) loss 1336.9025 (1312.5739) grad_norm 312.3185 (231.4341) embed_mse 1335.8297 (1311.4779) mask_bce 0.2265 (0.2474) mask_dice 0.8462 (0.8487) mem 21940MB +[2025-12-25 08:53:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][450/1573] eta 0:17:03 lr 0.000012 time 0.4224 (0.9118) loss 1284.2302 (1312.6478) grad_norm 261.1497 (231.9647) embed_mse 1283.1559 (1311.5517) mask_bce 0.1979 (0.2476) mask_dice 0.8765 (0.8485) mem 21940MB +[2025-12-25 08:53:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][460/1573] eta 0:16:59 lr 0.000012 time 2.1343 (0.9161) loss 1315.5037 (1312.4003) grad_norm 203.2440 (231.4608) embed_mse 1314.4054 (1311.3041) mask_bce 0.2687 (0.2478) mask_dice 0.8295 (0.8484) mem 21940MB +[2025-12-25 08:53:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][470/1573] eta 0:16:38 lr 0.000012 time 0.4223 (0.9057) loss 1285.3419 (1312.5160) grad_norm 179.7803 (230.5698) embed_mse 1284.2540 (1311.4197) mask_bce 0.2405 (0.2481) mask_dice 0.8475 (0.8482) mem 21940MB +[2025-12-25 08:54:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][480/1573] eta 0:16:21 lr 0.000012 time 0.4259 (0.8984) loss 1372.9580 (1312.8763) grad_norm 232.1251 (230.2513) embed_mse 1371.8710 (1311.7794) mask_bce 0.2200 (0.2485) mask_dice 0.8670 (0.8484) mem 21940MB +[2025-12-25 08:54:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][490/1573] eta 0:16:17 lr 0.000012 time 0.4228 (0.9028) loss 1352.8745 (1313.2338) grad_norm 197.3066 (229.7112) embed_mse 1351.7778 (1312.1371) mask_bce 0.2493 (0.2483) mask_dice 0.8475 (0.8485) mem 21940MB +[2025-12-25 08:54:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][500/1573] eta 0:15:59 lr 0.000012 time 0.4238 (0.8945) loss 1271.4413 (1313.4623) grad_norm 187.3852 (229.0285) embed_mse 1270.3527 (1312.3656) mask_bce 0.2379 (0.2480) mask_dice 0.8507 (0.8486) mem 21940MB +[2025-12-25 08:54:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][510/1573] eta 0:15:46 lr 0.000012 time 0.4193 (0.8903) loss 1321.3322 (1313.6366) grad_norm 230.4502 (229.0511) embed_mse 1320.2394 (1312.5400) mask_bce 0.2335 (0.2481) mask_dice 0.8593 (0.8485) mem 21940MB +[2025-12-25 08:54:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][520/1573] eta 0:15:38 lr 0.000012 time 0.4379 (0.8913) loss 1320.2189 (1313.7961) grad_norm 205.1615 (227.7933) embed_mse 1319.1128 (1312.6995) mask_bce 0.2644 (0.2482) mask_dice 0.8417 (0.8485) mem 21940MB +[2025-12-25 08:54:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][530/1573] eta 0:15:39 lr 0.000012 time 0.4218 (0.9009) loss 1279.8566 (1313.5884) grad_norm 231.0702 (227.8429) embed_mse 1278.7642 (1312.4920) mask_bce 0.2550 (0.2480) mask_dice 0.8374 (0.8484) mem 21940MB +[2025-12-25 08:54:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][540/1573] eta 0:15:21 lr 0.000012 time 0.4203 (0.8922) loss 1303.8983 (1313.5042) grad_norm 154.7008 (226.7513) embed_mse 1302.8306 (1312.4069) mask_bce 0.1897 (0.2486) mask_dice 0.8781 (0.8487) mem 21940MB +[2025-12-25 08:54:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][550/1573] eta 0:15:04 lr 0.000012 time 0.4397 (0.8840) loss 1409.9021 (1313.5931) grad_norm 210.8835 (226.5179) embed_mse 1408.7960 (1312.4957) mask_bce 0.2568 (0.2488) mask_dice 0.8492 (0.8486) mem 21940MB +[2025-12-25 08:55:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][560/1573] eta 0:14:52 lr 0.000012 time 0.4283 (0.8815) loss 1394.3354 (1313.4492) grad_norm 353.7428 (228.0527) embed_mse 1393.2601 (1312.3519) mask_bce 0.2291 (0.2487) mask_dice 0.8462 (0.8486) mem 21940MB +[2025-12-25 08:55:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][570/1573] eta 0:14:43 lr 0.000012 time 1.8535 (0.8813) loss 1306.2977 (1313.3507) grad_norm 178.6220 (227.3565) embed_mse 1305.2096 (1312.2535) mask_bce 0.2292 (0.2486) mask_dice 0.8589 (0.8486) mem 21940MB +[2025-12-25 08:55:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][580/1573] eta 0:14:31 lr 0.000012 time 2.1744 (0.8776) loss 1409.5710 (1313.6270) grad_norm 170.2932 (226.5639) embed_mse 1408.4600 (1312.5294) mask_bce 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08:56:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][620/1573] eta 0:14:01 lr 0.000012 time 0.4245 (0.8833) loss 1326.9932 (1313.4608) grad_norm 254.4229 (227.1724) embed_mse 1325.8914 (1312.3624) mask_bce 0.2551 (0.2499) mask_dice 0.8468 (0.8485) mem 21940MB +[2025-12-25 08:56:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][630/1573] eta 0:13:49 lr 0.000012 time 0.4463 (0.8795) loss 1301.8506 (1313.6614) grad_norm 307.3020 (228.1997) embed_mse 1300.7755 (1312.5626) mask_bce 0.2200 (0.2505) mask_dice 0.8551 (0.8483) mem 21940MB +[2025-12-25 08:56:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][640/1573] eta 0:13:34 lr 0.000012 time 0.4263 (0.8727) loss 1323.2537 (1313.5803) grad_norm 298.3420 (228.0895) embed_mse 1322.1824 (1312.4810) mask_bce 0.2124 (0.2510) mask_dice 0.8588 (0.8483) mem 21940MB +[2025-12-25 08:56:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][650/1573] eta 0:13:26 lr 0.000012 time 0.4203 (0.8740) loss 1300.7689 (1313.3297) grad_norm 253.6863 (228.4055) embed_mse 1299.6409 (1312.2303) mask_bce 0.3145 (0.2513) mask_dice 0.8135 (0.8481) mem 21940MB +[2025-12-25 08:56:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][660/1573] eta 0:13:14 lr 0.000012 time 0.4268 (0.8698) loss 1346.5570 (1313.3069) grad_norm 345.5514 (229.8341) embed_mse 1345.4449 (1312.2075) mask_bce 0.2775 (0.2513) mask_dice 0.8346 (0.8480) mem 21940MB +[2025-12-25 08:56:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][670/1573] eta 0:13:07 lr 0.000012 time 2.8935 (0.8726) loss 1281.4425 (1313.1286) grad_norm 285.6263 (230.5063) embed_mse 1280.3495 (1312.0294) mask_bce 0.2356 (0.2513) mask_dice 0.8574 (0.8479) mem 21940MB +[2025-12-25 08:56:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][680/1573] eta 0:12:57 lr 0.000012 time 1.4472 (0.8703) loss 1353.1583 (1313.2943) grad_norm 384.3897 (233.8380) embed_mse 1352.0244 (1312.1952) mask_bce 0.2853 (0.2513) mask_dice 0.8487 (0.8478) mem 21940MB +[2025-12-25 08:56:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][690/1573] eta 0:12:51 lr 0.000012 time 0.4349 (0.8733) loss 1348.7473 (1313.4751) grad_norm 344.2362 (235.1217) embed_mse 1347.6444 (1312.3761) mask_bce 0.2502 (0.2511) mask_dice 0.8526 (0.8479) mem 21940MB +[2025-12-25 08:57:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][700/1573] eta 0:12:49 lr 0.000012 time 5.2600 (0.8812) loss 1322.4803 (1313.3833) grad_norm 227.5323 (235.0344) embed_mse 1321.3096 (1312.2843) mask_bce 0.3130 (0.2511) mask_dice 0.8577 (0.8478) mem 21940MB +[2025-12-25 08:57:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][710/1573] eta 0:12:35 lr 0.000012 time 0.4189 (0.8759) loss 1371.5911 (1313.4456) grad_norm 144.3249 (234.0036) embed_mse 1370.5006 (1312.3468) mask_bce 0.2576 (0.2510) mask_dice 0.8329 (0.8479) mem 21940MB +[2025-12-25 08:57:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][720/1573] eta 0:12:24 lr 0.000012 time 1.6943 (0.8727) loss 1215.1812 (1313.0461) grad_norm 325.3750 (236.2097) embed_mse 1214.0564 (1311.9473) mask_bce 0.2852 (0.2510) mask_dice 0.8396 (0.8479) mem 21940MB +[2025-12-25 08:57:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][730/1573] eta 0:12:14 lr 0.000012 time 0.4274 (0.8713) loss 1341.4686 (1313.1510) grad_norm 266.0127 (236.5372) embed_mse 1340.3500 (1312.0522) mask_bce 0.2864 (0.2508) mask_dice 0.8322 (0.8480) mem 21940MB +[2025-12-25 08:57:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][740/1573] eta 0:12:06 lr 0.000012 time 0.4198 (0.8723) loss 1268.5529 (1313.2252) grad_norm 248.6575 (236.6690) embed_mse 1267.4722 (1312.1265) mask_bce 0.2267 (0.2506) mask_dice 0.8540 (0.8480) mem 21940MB +[2025-12-25 08:57:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][750/1573] eta 0:11:57 lr 0.000012 time 0.4555 (0.8720) loss 1325.5583 (1313.1068) grad_norm 155.7239 (235.7986) embed_mse 1324.4429 (1312.0082) mask_bce 0.2972 (0.2507) mask_dice 0.8183 (0.8479) mem 21940MB +[2025-12-25 08:57:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][760/1573] eta 0:11:51 lr 0.000012 time 0.4268 (0.8758) loss 1343.6710 (1312.8240) grad_norm 149.5931 (236.0261) embed_mse 1342.5653 (1311.7255) mask_bce 0.2818 (0.2507) mask_dice 0.8240 (0.8479) mem 21940MB +[2025-12-25 08:58:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][770/1573] eta 0:11:42 lr 0.000012 time 0.4213 (0.8746) loss 1316.3745 (1312.6545) grad_norm 355.4019 (237.2696) embed_mse 1315.2513 (1311.5558) mask_bce 0.2807 (0.2508) mask_dice 0.8425 (0.8479) mem 21940MB +[2025-12-25 08:58:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][780/1573] eta 0:11:34 lr 0.000012 time 0.4180 (0.8758) loss 1327.4144 (1312.6530) grad_norm 241.7263 (237.3155) embed_mse 1326.3280 (1311.5544) mask_bce 0.2512 (0.2508) mask_dice 0.8352 (0.8478) mem 21940MB +[2025-12-25 08:58:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][790/1573] eta 0:11:22 lr 0.000012 time 0.4199 (0.8719) loss 1256.8104 (1312.6152) grad_norm 162.6764 (236.5539) embed_mse 1255.7231 (1311.5167) mask_bce 0.2427 (0.2506) mask_dice 0.8445 (0.8479) mem 21940MB +[2025-12-25 08:58:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][800/1573] eta 0:11:17 lr 0.000012 time 3.4261 (0.8768) loss 1325.2383 (1312.3109) grad_norm 159.1979 (235.3711) embed_mse 1324.1555 (1311.2125) mask_bce 0.2283 (0.2505) mask_dice 0.8545 (0.8479) mem 21940MB +[2025-12-25 08:58:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][810/1573] eta 0:11:04 lr 0.000012 time 0.4186 (0.8712) loss 1318.9791 (1312.2932) grad_norm 226.8210 (235.2864) embed_mse 1317.8926 (1311.1949) mask_bce 0.2382 (0.2504) mask_dice 0.8484 (0.8479) mem 21940MB +[2025-12-25 08:58:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][820/1573] eta 0:10:59 lr 0.000012 time 1.9645 (0.8755) loss 1355.1254 (1312.5511) grad_norm 287.9125 (235.8024) embed_mse 1354.0280 (1311.4528) mask_bce 0.2565 (0.2504) mask_dice 0.8409 (0.8479) mem 21940MB +[2025-12-25 08:59:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][830/1573] eta 0:10:56 lr 0.000012 time 0.4199 (0.8830) loss 1294.8229 (1312.4169) grad_norm 283.3138 (236.2636) embed_mse 1293.7256 (1311.3187) mask_bce 0.2462 (0.2504) mask_dice 0.8511 (0.8479) mem 21940MB +[2025-12-25 08:59:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][840/1573] eta 0:10:46 lr 0.000012 time 0.4202 (0.8825) loss 1262.7124 (1312.3969) grad_norm 267.5402 (236.5960) embed_mse 1261.6268 (1311.2988) mask_bce 0.2302 (0.2502) mask_dice 0.8553 (0.8480) mem 21940MB +[2025-12-25 08:59:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][850/1573] eta 0:10:37 lr 0.000012 time 0.4182 (0.8820) loss 1273.9514 (1312.4252) grad_norm 204.4819 (236.2930) embed_mse 1272.8781 (1311.3273) mask_bce 0.2006 (0.2500) mask_dice 0.8727 (0.8479) mem 21940MB +[2025-12-25 08:59:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][860/1573] eta 0:10:27 lr 0.000012 time 0.4224 (0.8794) loss 1279.2770 (1312.7114) grad_norm 238.8225 (236.3167) embed_mse 1278.1700 (1311.6135) mask_bce 0.2778 (0.2499) mask_dice 0.8292 (0.8480) mem 21940MB +[2025-12-25 08:59:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][870/1573] eta 0:10:27 lr 0.000012 time 0.4197 (0.8924) loss 1299.8553 (1312.7722) grad_norm 193.4619 (235.9199) embed_mse 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(0.8480) mem 21940MB +[2025-12-25 09:00:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][910/1573] eta 0:09:52 lr 0.000012 time 0.4178 (0.8939) loss 1355.4773 (1312.6001) grad_norm 160.7686 (238.5409) embed_mse 1354.3800 (1311.5019) mask_bce 0.2529 (0.2503) mask_dice 0.8443 (0.8480) mem 21940MB +[2025-12-25 09:00:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][920/1573] eta 0:09:45 lr 0.000012 time 0.4151 (0.8959) loss 1394.3683 (1312.5538) grad_norm 214.1149 (237.8863) embed_mse 1393.2712 (1311.4555) mask_bce 0.2636 (0.2504) mask_dice 0.8333 (0.8479) mem 21940MB +[2025-12-25 09:00:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][930/1573] eta 0:09:36 lr 0.000012 time 1.6336 (0.8973) loss 1354.5496 (1312.4703) grad_norm 156.9813 (237.1889) embed_mse 1353.3562 (1311.3718) mask_bce 0.3515 (0.2505) mask_dice 0.8418 (0.8480) mem 21940MB +[2025-12-25 09:01:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][940/1573] eta 0:09:30 lr 0.000012 time 0.4396 (0.9012) loss 1331.5161 (1312.4694) grad_norm 166.5847 (236.5854) embed_mse 1330.4010 (1311.3709) mask_bce 0.2766 (0.2505) mask_dice 0.8385 (0.8480) mem 21940MB +[2025-12-25 09:01:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][950/1573] eta 0:09:25 lr 0.000012 time 0.4475 (0.9074) loss 1456.4603 (1312.9069) grad_norm 162.6477 (235.9588) embed_mse 1455.3660 (1311.8084) mask_bce 0.2501 (0.2505) mask_dice 0.8442 (0.8480) mem 21940MB +[2025-12-25 09:01:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][960/1573] eta 0:09:13 lr 0.000012 time 0.4262 (0.9033) loss 1277.4552 (1312.7545) grad_norm 192.4404 (235.3560) embed_mse 1276.3694 (1311.6559) mask_bce 0.2519 (0.2506) mask_dice 0.8338 (0.8480) mem 21940MB +[2025-12-25 09:01:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][970/1573] eta 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grad_norm 187.0692 (235.2795) embed_mse 1228.0449 (1311.6728) mask_bce 0.2223 (0.2504) mask_dice 0.8642 (0.8479) mem 21940MB +[2025-12-25 09:02:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1010/1573] eta 0:08:30 lr 0.000012 time 0.4971 (0.9065) loss 1333.5739 (1312.6683) grad_norm 144.6452 (234.5602) embed_mse 1332.5037 (1311.5700) mask_bce 0.2289 (0.2504) mask_dice 0.8414 (0.8479) mem 21940MB +[2025-12-25 09:02:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1020/1573] eta 0:08:22 lr 0.000012 time 0.4188 (0.9090) loss 1258.7094 (1312.7599) grad_norm 207.3118 (234.3456) embed_mse 1257.6351 (1311.6616) mask_bce 0.2126 (0.2504) mask_dice 0.8616 (0.8479) mem 21940MB +[2025-12-25 09:02:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1030/1573] eta 0:08:13 lr 0.000012 time 0.4240 (0.9095) loss 1274.8502 (1312.6512) grad_norm 139.9627 (233.6082) embed_mse 1273.6675 (1311.5529) mask_bce 0.3114 (0.2502) mask_dice 0.8713 (0.8480) mem 21940MB +[2025-12-25 09:02:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1040/1573] eta 0:08:05 lr 0.000012 time 0.4265 (0.9104) loss 1322.9047 (1312.6881) grad_norm 232.3802 (233.0355) embed_mse 1321.8162 (1311.5896) mask_bce 0.2370 (0.2505) mask_dice 0.8516 (0.8480) mem 21940MB +[2025-12-25 09:02:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1050/1573] eta 0:07:53 lr 0.000012 time 0.4185 (0.9060) loss 1274.5869 (1312.5437) grad_norm 253.0810 (233.1885) embed_mse 1273.5156 (1311.4452) mask_bce 0.2146 (0.2505) mask_dice 0.8566 (0.8479) mem 21940MB +[2025-12-25 09:02:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1060/1573] eta 0:07:45 lr 0.000012 time 0.4199 (0.9083) loss 1296.7306 (1312.5920) grad_norm 177.0403 (232.7632) embed_mse 1295.6492 (1311.4936) mask_bce 0.2384 (0.2505) mask_dice 0.8430 (0.8479) mem 21940MB +[2025-12-25 09:03:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1070/1573] eta 0:07:36 lr 0.000012 time 0.4267 (0.9084) loss 1290.5480 (1312.6473) grad_norm 249.8167 (232.8914) embed_mse 1289.4537 (1311.5489) mask_bce 0.2526 (0.2505) mask_dice 0.8417 (0.8480) mem 21940MB +[2025-12-25 09:03:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1080/1573] eta 0:07:28 lr 0.000012 time 2.2507 (0.9098) loss 1373.1796 (1312.7957) grad_norm 146.2234 (232.3142) embed_mse 1372.1008 (1311.6973) mask_bce 0.2294 (0.2505) mask_dice 0.8493 (0.8479) mem 21940MB +[2025-12-25 09:03:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1090/1573] eta 0:07:19 lr 0.000012 time 0.4213 (0.9091) loss 1244.9824 (1312.8469) grad_norm 221.5570 (232.2351) embed_mse 1243.8816 (1311.7484) mask_bce 0.2662 (0.2506) mask_dice 0.8346 (0.8479) mem 21940MB +[2025-12-25 09:03:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1100/1573] eta 0:07:10 lr 0.000012 time 0.4213 (0.9095) loss 1379.3873 (1312.8397) grad_norm 236.5982 (232.2670) embed_mse 1378.2997 (1311.7412) mask_bce 0.2211 (0.2506) mask_dice 0.8665 (0.8479) mem 21940MB +[2025-12-25 09:03:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1110/1573] eta 0:07:00 lr 0.000012 time 0.4216 (0.9088) loss 1331.2507 (1312.7345) grad_norm 231.9518 (232.2647) embed_mse 1330.1372 (1311.6360) mask_bce 0.2587 (0.2506) mask_dice 0.8548 (0.8479) mem 21940MB +[2025-12-25 09:03:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1120/1573] eta 0:06:51 lr 0.000012 time 1.3660 (0.9085) loss 1320.7401 (1312.7657) grad_norm 252.3668 (232.4665) embed_mse 1319.6351 (1311.6671) mask_bce 0.2609 (0.2507) mask_dice 0.8442 (0.8479) mem 21940MB +[2025-12-25 09:04:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1130/1573] eta 0:06:42 lr 0.000012 time 0.4222 (0.9091) loss 1308.2396 (1312.7716) grad_norm 199.3752 (232.2318) embed_mse 1307.1779 (1311.6730) mask_bce 0.2112 (0.2507) mask_dice 0.8506 (0.8478) mem 21940MB +[2025-12-25 09:04:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1140/1573] eta 0:06:36 lr 0.000012 time 10.2769 (0.9158) loss 1336.6250 (1312.7682) grad_norm 225.4174 (232.1838) embed_mse 1335.5499 (1311.6696) mask_bce 0.1970 (0.2507) mask_dice 0.8781 (0.8478) mem 21940MB +[2025-12-25 09:04:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1150/1573] eta 0:06:30 lr 0.000012 time 0.4197 (0.9230) loss 1334.4882 (1312.7081) grad_norm 260.5914 (232.3825) embed_mse 1333.3788 (1311.6096) mask_bce 0.2671 (0.2507) mask_dice 0.8423 (0.8478) mem 21940MB +[2025-12-25 09:04:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1160/1573] eta 0:06:20 lr 0.000012 time 0.4173 (0.9209) loss 1285.9304 (1312.7382) grad_norm 308.9873 (232.7344) embed_mse 1284.8536 (1311.6396) mask_bce 0.2460 (0.2508) mask_dice 0.8309 (0.8478) mem 21940MB +[2025-12-25 09:04:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1170/1573] eta 0:06:10 lr 0.000012 time 0.4210 (0.9182) loss 1318.6910 (1312.7484) grad_norm 172.3820 (232.3210) embed_mse 1317.5836 (1311.6498) mask_bce 0.2829 (0.2508) mask_dice 0.8246 (0.8477) mem 21940MB +[2025-12-25 09:04:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1180/1573] eta 0:06:01 lr 0.000011 time 0.4486 (0.9203) loss 1266.6868 (1312.6112) grad_norm 273.8036 (232.6032) embed_mse 1265.5922 (1311.5126) mask_bce 0.2524 (0.2509) mask_dice 0.8423 (0.8477) mem 21940MB +[2025-12-25 09:05:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1190/1573] eta 0:05:53 lr 0.000011 time 0.4192 (0.9219) loss 1288.8564 (1312.4264) grad_norm 265.6984 (232.8269) embed_mse 1287.7650 (1311.3278) mask_bce 0.2422 (0.2509) mask_dice 0.8493 (0.8477) mem 21940MB +[2025-12-25 09:05:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1200/1573] eta 0:05:42 lr 0.000011 time 2.4860 (0.9194) loss 1317.8320 (1312.4419) grad_norm 144.9112 (231.8617) embed_mse 1316.7490 (1311.3434) mask_bce 0.2229 (0.2508) mask_dice 0.8601 (0.8477) mem 21940MB +[2025-12-25 09:05:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1210/1573] eta 0:05:33 lr 0.000011 time 0.4147 (0.9177) loss 1285.0172 (1312.5713) grad_norm 183.2489 (231.5398) embed_mse 1283.9315 (1311.4725) mask_bce 0.2353 (0.2510) mask_dice 0.8504 (0.8477) mem 21940MB +[2025-12-25 09:05:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1220/1573] eta 0:05:23 lr 0.000011 time 0.4169 (0.9165) loss 1308.0360 (1312.5497) grad_norm 158.5392 (231.0595) embed_mse 1306.9647 (1311.4510) mask_bce 0.2012 (0.2511) mask_dice 0.8701 (0.8477) mem 21940MB +[2025-12-25 09:05:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1230/1573] eta 0:05:14 lr 0.000011 time 0.4397 (0.9178) loss 1289.1062 (1312.4947) grad_norm 182.2887 (230.7407) embed_mse 1288.0452 (1311.3959) mask_bce 0.2047 (0.2511) mask_dice 0.8563 (0.8476) mem 21940MB +[2025-12-25 09:05:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1240/1573] eta 0:05:06 lr 0.000011 time 0.4301 (0.9192) loss 1329.3912 (1312.3868) grad_norm 181.7871 (229.9092) embed_mse 1328.3132 (1311.2880) mask_bce 0.2428 (0.2512) mask_dice 0.8352 (0.8476) mem 21940MB +[2025-12-25 09:06:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1250/1573] eta 0:04:57 lr 0.000011 time 0.4165 (0.9198) loss 1312.3298 (1312.4106) grad_norm 176.3648 (229.5660) embed_mse 1311.2490 (1311.3118) mask_bce 0.2176 (0.2512) mask_dice 0.8633 (0.8476) mem 21940MB +[2025-12-25 09:06:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1260/1573] eta 0:04:49 lr 0.000011 time 0.4249 (0.9249) loss 1352.3594 (1312.3753) grad_norm 347.6357 (230.3180) embed_mse 1351.2793 (1311.2767) mask_bce 0.2045 (0.2511) mask_dice 0.8756 (0.8476) mem 21940MB +[2025-12-25 09:06:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1270/1573] eta 0:04:39 lr 0.000011 time 0.4214 (0.9209) loss 1293.4689 (1312.2571) grad_norm 142.6733 (229.7633) embed_mse 1292.3759 (1311.1586) mask_bce 0.2593 (0.2510) mask_dice 0.8338 (0.8476) mem 21940MB +[2025-12-25 09:06:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1280/1573] eta 0:04:30 lr 0.000011 time 0.4196 (0.9220) loss 1293.1326 (1312.3465) grad_norm 231.8059 (229.8858) embed_mse 1292.0520 (1311.2479) mask_bce 0.2267 (0.2510) mask_dice 0.8539 (0.8476) mem 21940MB +[2025-12-25 09:06:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1290/1573] eta 0:04:20 lr 0.000011 time 0.4216 (0.9221) loss 1245.2646 (1312.2730) grad_norm 260.7246 (230.0774) embed_mse 1244.1924 (1311.1744) mask_bce 0.2261 (0.2510) mask_dice 0.8460 (0.8476) mem 21940MB +[2025-12-25 09:06:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1300/1573] eta 0:04:12 lr 0.000011 time 0.4425 (0.9245) loss 1228.7201 (1312.3534) grad_norm 204.8387 (229.9216) embed_mse 1227.6338 (1311.2547) mask_bce 0.2510 (0.2510) mask_dice 0.8354 (0.8477) mem 21940MB +[2025-12-25 09:07:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1310/1573] eta 0:04:02 lr 0.000011 time 2.2992 (0.9239) loss 1252.2931 (1312.3246) grad_norm 191.7987 (229.6877) embed_mse 1251.1705 (1311.2259) mask_bce 0.2897 (0.2510) mask_dice 0.8329 (0.8477) mem 21940MB +[2025-12-25 09:07:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1320/1573] eta 0:03:54 lr 0.000011 time 0.4205 (0.9262) loss 1339.3872 (1312.4250) grad_norm 178.7965 (229.3327) embed_mse 1338.3112 (1311.3263) mask_bce 0.2122 (0.2510) mask_dice 0.8639 (0.8477) mem 21940MB +[2025-12-25 09:07:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1330/1573] eta 0:03:44 lr 0.000011 time 0.4156 (0.9250) loss 1313.6375 (1312.3503) grad_norm 225.3543 (229.3088) embed_mse 1312.5236 (1311.2516) mask_bce 0.2601 (0.2510) mask_dice 0.8539 (0.8477) mem 21940MB +[2025-12-25 09:07:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1340/1573] eta 0:03:36 lr 0.000011 time 0.4466 (0.9271) loss 1322.9177 (1312.3044) grad_norm 277.4399 (229.5970) embed_mse 1321.7596 (1311.2057) mask_bce 0.2640 (0.2510) mask_dice 0.8941 (0.8477) mem 21940MB +[2025-12-25 09:07:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1350/1573] eta 0:03:26 lr 0.000011 time 1.6906 (0.9264) loss 1377.6387 (1312.2792) grad_norm 233.0341 (229.6175) embed_mse 1376.5099 (1311.1803) mask_bce 0.2973 (0.2512) mask_dice 0.8314 (0.8476) mem 21940MB +[2025-12-25 09:07:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1360/1573] eta 0:03:16 lr 0.000011 time 0.4182 (0.9243) loss 1310.6606 (1312.3553) grad_norm 245.1124 (229.4620) embed_mse 1309.5297 (1311.2563) mask_bce 0.3190 (0.2514) mask_dice 0.8120 (0.8475) mem 21940MB +[2025-12-25 09:08:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1370/1573] eta 0:03:09 lr 0.000011 time 6.7898 (0.9321) loss 1331.3229 (1312.3728) grad_norm 202.8699 (229.3064) embed_mse 1330.2448 (1311.2738) mask_bce 0.2451 (0.2515) mask_dice 0.8330 (0.8475) mem 21940MB +[2025-12-25 09:08:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1380/1573] eta 0:02:59 lr 0.000011 time 0.4502 (0.9317) loss 1260.4827 (1312.5048) grad_norm 257.3620 (229.4696) embed_mse 1259.3451 (1311.4058) mask_bce 0.2945 (0.2515) mask_dice 0.8431 (0.8475) mem 21940MB +[2025-12-25 09:08:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1390/1573] eta 0:02:50 lr 0.000011 time 0.4202 (0.9325) loss 1313.4871 (1312.3815) grad_norm 177.2001 (229.1674) embed_mse 1312.4210 (1311.2826) mask_bce 0.2146 (0.2515) mask_dice 0.8515 (0.8475) mem 21940MB +[2025-12-25 09:08:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1400/1573] eta 0:02:41 lr 0.000011 time 0.4219 (0.9332) loss 1287.4818 (1312.2749) grad_norm 208.8569 (228.5789) embed_mse 1286.4012 (1311.1760) mask_bce 0.2334 (0.2514) mask_dice 0.8472 (0.8475) mem 21940MB +[2025-12-25 09:08:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1410/1573] eta 0:02:32 lr 0.000011 time 0.4185 (0.9346) loss 1301.9150 (1312.2084) grad_norm 173.1617 (228.2640) embed_mse 1300.7903 (1311.1093) mask_bce 0.2399 (0.2515) mask_dice 0.8849 (0.8475) mem 21940MB +[2025-12-25 09:08:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1420/1573] eta 0:02:22 lr 0.000011 time 0.4155 (0.9336) loss 1296.7617 (1312.2753) grad_norm 258.2264 (228.4333) embed_mse 1295.6511 (1311.1763) mask_bce 0.2850 (0.2515) mask_dice 0.8255 (0.8475) mem 21940MB +[2025-12-25 09:09:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1430/1573] eta 0:02:13 lr 0.000011 time 0.4235 (0.9346) loss 1292.8761 (1312.3215) grad_norm 305.6030 (228.8668) embed_mse 1291.7799 (1311.2225) mask_bce 0.2473 (0.2516) mask_dice 0.8488 (0.8475) mem 21940MB +[2025-12-25 09:09:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1440/1573] eta 0:02:04 lr 0.000011 time 0.4195 (0.9384) loss 1281.0277 (1312.2702) grad_norm 199.5655 (228.4993) embed_mse 1279.9008 (1311.1712) mask_bce 0.2768 (0.2515) mask_dice 0.8502 (0.8475) mem 21940MB +[2025-12-25 09:09:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1450/1573] eta 0:01:55 lr 0.000011 time 0.4176 (0.9366) loss 1273.5083 (1312.3514) grad_norm 163.4923 (228.1402) embed_mse 1272.4070 (1311.2524) mask_bce 0.2601 (0.2515) mask_dice 0.8412 (0.8475) mem 21940MB +[2025-12-25 09:09:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1460/1573] eta 0:01:46 lr 0.000011 time 0.4198 (0.9427) loss 1335.0378 (1312.3210) grad_norm 193.3539 (227.9491) embed_mse 1333.9175 (1311.2220) mask_bce 0.2733 (0.2515) mask_dice 0.8470 (0.8475) mem 21940MB +[2025-12-25 09:09:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1470/1573] eta 0:01:37 lr 0.000011 time 0.4208 (0.9420) loss 1334.6412 (1312.2161) grad_norm 235.7066 (227.9914) embed_mse 1333.5504 (1311.1172) mask_bce 0.2339 (0.2514) mask_dice 0.8569 (0.8475) mem 21940MB +[2025-12-25 09:10:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1480/1573] eta 0:01:27 lr 0.000011 time 2.8806 (0.9432) loss 1345.1243 (1312.1310) grad_norm 174.4845 (227.4449) embed_mse 1344.0568 (1311.0322) mask_bce 0.2047 (0.2513) mask_dice 0.8627 (0.8476) mem 21940MB +[2025-12-25 09:10:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1490/1573] eta 0:01:18 lr 0.000011 time 0.4188 (0.9407) loss 1331.8931 (1312.1680) grad_norm 229.7145 (227.4570) embed_mse 1330.8102 (1311.0692) mask_bce 0.2329 (0.2513) mask_dice 0.8500 (0.8476) mem 21940MB +[2025-12-25 09:10:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1500/1573] eta 0:01:08 lr 0.000011 time 0.4531 (0.9408) loss 1300.2969 (1312.1552) grad_norm 182.5605 (227.2170) embed_mse 1299.1909 (1311.0563) mask_bce 0.2850 (0.2514) mask_dice 0.8209 (0.8475) mem 21940MB +[2025-12-25 09:10:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1510/1573] eta 0:00:59 lr 0.000011 time 0.4248 (0.9389) loss 1334.3456 (1312.1508) grad_norm 154.7926 (226.8317) embed_mse 1333.2601 (1311.0520) mask_bce 0.2322 (0.2513) mask_dice 0.8533 (0.8475) mem 21940MB +[2025-12-25 09:10:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1520/1573] eta 0:00:49 lr 0.000011 time 0.4161 (0.9394) loss 1303.0433 (1312.1771) grad_norm 149.2340 (226.1062) embed_mse 1301.9607 (1311.0782) mask_bce 0.2444 (0.2514) mask_dice 0.8381 (0.8475) mem 21940MB +[2025-12-25 09:10:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1530/1573] eta 0:00:40 lr 0.000011 time 4.7599 (0.9409) loss 1301.1688 (1312.2819) grad_norm 186.1012 (225.8967) embed_mse 1300.0769 (1311.1830) mask_bce 0.2362 (0.2513) mask_dice 0.8558 (0.8476) mem 21940MB +[2025-12-25 09:11:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1540/1573] eta 0:00:31 lr 0.000011 time 0.4198 (0.9412) loss 1243.3639 (1312.3473) grad_norm 165.8354 (225.5839) embed_mse 1242.2526 (1311.2485) mask_bce 0.2536 (0.2513) mask_dice 0.8578 (0.8475) mem 21940MB +[2025-12-25 09:11:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1550/1573] eta 0:00:21 lr 0.000011 time 0.4147 (0.9422) loss 1352.7686 (1312.4335) grad_norm 263.8007 (225.7819) embed_mse 1351.6714 (1311.3347) mask_bce 0.2625 (0.2512) mask_dice 0.8347 (0.8476) mem 21940MB +[2025-12-25 09:11:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1560/1573] eta 0:00:12 lr 0.000011 time 0.4146 (0.9401) loss 1357.1813 (1312.5699) grad_norm 282.9252 (225.7401) embed_mse 1356.0594 (1311.4710) mask_bce 0.2817 (0.2513) mask_dice 0.8401 (0.8476) mem 21940MB +[2025-12-25 09:11:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1570/1573] eta 0:00:02 lr 0.000011 time 0.4161 (0.9399) loss 1335.5840 (1312.6705) grad_norm 171.4559 (225.4631) embed_mse 1334.4983 (1311.5716) mask_bce 0.2548 (0.2513) mask_dice 0.8309 (0.8476) mem 21940MB +[2025-12-25 09:11:36 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 20 training takes 0:24:43 +[2025-12-25 09:11:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][0/1573] eta 6:11:29 lr 0.000011 time 14.1700 (14.1700) loss 1353.0034 (1353.0034) grad_norm 0.0000 (0.0000) embed_mse 1351.8932 (1351.8932) mask_bce 0.2807 (0.2807) mask_dice 0.8295 (0.8295) mem 21940MB +[2025-12-25 09:11:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][10/1573] eta 0:55:05 lr 0.000011 time 0.4238 (2.1149) loss 1321.8751 (1309.2776) grad_norm 257.2939 (257.2939) embed_mse 1320.7859 (1308.1817) mask_bce 0.2516 (0.2551) mask_dice 0.8377 (0.8409) mem 21940MB +[2025-12-25 09:12:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][20/1573] eta 0:38:59 lr 0.000011 time 0.4478 (1.5065) loss 1332.1438 (1300.3725) grad_norm 217.2178 (237.2559) embed_mse 1331.0482 (1299.2799) mask_bce 0.2267 (0.2485) mask_dice 0.8689 (0.8440) mem 21940MB +[2025-12-25 09:12:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][30/1573] eta 0:36:07 lr 0.000011 time 6.9557 (1.4048) loss 1343.2661 (1311.2641) grad_norm 193.7032 (222.7383) embed_mse 1342.1476 (1310.1717) mask_bce 0.2756 (0.2456) mask_dice 0.8430 (0.8468) mem 21940MB +[2025-12-25 09:12:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][40/1573] eta 0:31:43 lr 0.000011 time 0.4289 (1.2417) loss 1279.3557 (1308.4756) grad_norm 227.1587 (218.0976) embed_mse 1278.2863 (1307.3805) mask_bce 0.2144 (0.2480) mask_dice 0.8551 (0.8470) mem 21940MB +[2025-12-25 09:12:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][50/1573] eta 0:30:34 lr 0.000011 time 0.4698 (1.2045) loss 1326.5122 (1309.1829) grad_norm 160.7603 (208.5414) embed_mse 1325.3467 (1308.0850) mask_bce 0.3034 (0.2505) mask_dice 0.8620 (0.8475) mem 21940MB +[2025-12-25 09:12:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][60/1573] eta 0:27:08 lr 0.000011 time 0.4220 (1.0764) loss 1290.9692 (1307.9846) grad_norm 200.4225 (207.3815) embed_mse 1289.8687 (1306.8877) mask_bce 0.2533 (0.2483) mask_dice 0.8473 (0.8485) mem 21940MB +[2025-12-25 09:12:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][70/1573] eta 0:25:21 lr 0.000011 time 0.4215 (1.0126) loss 1390.1339 (1310.5945) grad_norm 266.2051 (214.7345) embed_mse 1389.0018 (1309.4977) mask_bce 0.3009 (0.2488) mask_dice 0.8312 (0.8480) mem 21940MB +[2025-12-25 09:12:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][80/1573] eta 0:24:42 lr 0.000011 time 0.4176 (0.9930) loss 1330.4424 (1312.8924) grad_norm 346.5404 (226.2245) embed_mse 1329.3683 (1311.7935) mask_bce 0.2200 (0.2505) mask_dice 0.8542 (0.8484) mem 21940MB +[2025-12-25 09:13:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][90/1573] eta 0:23:58 lr 0.000011 time 0.4164 (0.9699) loss 1308.7495 (1311.9380) grad_norm 258.3457 (229.1446) embed_mse 1307.6732 (1310.8410) mask_bce 0.2137 (0.2477) mask_dice 0.8626 (0.8493) mem 21940MB +[2025-12-25 09:13:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][100/1573] eta 0:23:45 lr 0.000011 time 0.4245 (0.9680) loss 1251.6152 (1310.0421) grad_norm 213.3523 (227.8286) embed_mse 1250.5155 (1308.9452) mask_bce 0.2968 (0.2483) mask_dice 0.8030 (0.8486) mem 21940MB +[2025-12-25 09:13:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][110/1573] eta 0:22:24 lr 0.000011 time 0.4168 (0.9188) loss 1366.8022 (1312.1333) grad_norm 295.5991 (233.0417) embed_mse 1365.6873 (1311.0364) mask_bce 0.2684 (0.2492) mask_dice 0.8466 (0.8477) mem 21940MB +[2025-12-25 09:13:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][120/1573] eta 0:21:48 lr 0.000011 time 0.4195 (0.9005) loss 1273.1329 (1311.1510) grad_norm 179.4448 (224.9656) embed_mse 1272.0677 (1310.0552) mask_bce 0.2158 (0.2476) mask_dice 0.8494 (0.8482) mem 21940MB +[2025-12-25 09:13:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][130/1573] eta 0:22:25 lr 0.000011 time 0.4181 (0.9327) loss 1323.7551 (1311.2374) grad_norm 250.6088 (226.5683) embed_mse 1322.6709 (1310.1422) mask_bce 0.2206 (0.2462) mask_dice 0.8636 (0.8490) mem 21940MB +[2025-12-25 09:13:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][140/1573] eta 0:22:11 lr 0.000011 time 0.4167 (0.9294) loss 1282.0203 (1310.5664) grad_norm 259.5285 (228.5071) embed_mse 1280.9639 (1309.4711) mask_bce 0.1980 (0.2463) mask_dice 0.8584 (0.8490) mem 21940MB +[2025-12-25 09:13:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][150/1573] eta 0:21:17 lr 0.000011 time 0.4138 (0.8977) loss 1281.5718 (1310.5421) grad_norm 200.0016 (226.9235) embed_mse 1280.4764 (1309.4465) mask_bce 0.2380 (0.2463) mask_dice 0.8573 (0.8492) mem 21940MB +[2025-12-25 09:13:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][160/1573] eta 0:20:51 lr 0.000011 time 0.4201 (0.8856) loss 1336.3450 (1310.5864) grad_norm 167.8777 (222.9489) embed_mse 1335.0424 (1309.4893) mask_bce 0.4253 (0.2481) mask_dice 0.8773 (0.8489) mem 21940MB +[2025-12-25 09:14:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][170/1573] eta 0:21:07 lr 0.000011 time 0.4185 (0.9037) loss 1337.7209 (1310.8945) grad_norm 160.0893 (219.9556) embed_mse 1336.6492 (1309.7980) mask_bce 0.2124 (0.2473) mask_dice 0.8594 (0.8493) mem 21940MB +[2025-12-25 09:14:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][180/1573] eta 0:20:39 lr 0.000011 time 0.4195 (0.8898) loss 1350.7728 (1310.8571) grad_norm 303.0913 (223.7345) embed_mse 1349.7147 (1309.7606) mask_bce 0.1830 (0.2470) mask_dice 0.8751 (0.8495) mem 21940MB +[2025-12-25 09:14:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][190/1573] eta 0:20:49 lr 0.000011 time 0.4211 (0.9035) loss 1338.1124 (1310.6996) grad_norm 289.6713 (226.6013) embed_mse 1337.0161 (1309.6030) mask_bce 0.2408 (0.2474) mask_dice 0.8555 (0.8492) mem 21940MB +[2025-12-25 09:14:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][200/1573] eta 0:20:25 lr 0.000011 time 0.4182 (0.8924) loss 1217.2952 (1311.0957) grad_norm 184.1701 (223.2818) embed_mse 1216.2130 (1309.9990) mask_bce 0.2339 (0.2474) mask_dice 0.8482 (0.8493) mem 21940MB +[2025-12-25 09:14:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][210/1573] eta 0:20:58 lr 0.000011 time 6.6602 (0.9234) loss 1300.4669 (1311.5634) grad_norm 200.8389 (222.4187) embed_mse 1299.3798 (1310.4669) mask_bce 0.2462 (0.2475) mask_dice 0.8410 (0.8490) mem 21940MB +[2025-12-25 09:14:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][220/1573] eta 0:20:36 lr 0.000011 time 0.4461 (0.9136) loss 1346.3578 (1312.1827) grad_norm 436.1673 (230.3353) embed_mse 1345.2352 (1311.0852) mask_bce 0.3054 (0.2481) mask_dice 0.8172 (0.8493) mem 21940MB +[2025-12-25 09:15:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][230/1573] eta 0:20:15 lr 0.000011 time 0.4158 (0.9051) loss 1316.2673 (1312.3691) grad_norm 293.7550 (232.6003) embed_mse 1315.1849 (1311.2708) mask_bce 0.2314 (0.2491) mask_dice 0.8510 (0.8492) mem 21940MB +[2025-12-25 09:15:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][240/1573] eta 0:20:31 lr 0.000011 time 0.4319 (0.9241) loss 1284.5403 (1312.2151) grad_norm 184.5369 (234.2196) embed_mse 1283.4108 (1311.1171) mask_bce 0.3041 (0.2492) mask_dice 0.8255 (0.8489) mem 21940MB +[2025-12-25 09:15:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][250/1573] eta 0:20:55 lr 0.000011 time 7.2625 (0.9487) loss 1271.4620 (1313.0574) grad_norm 231.5348 (234.1330) embed_mse 1270.3640 (1311.9592) mask_bce 0.2721 (0.2495) mask_dice 0.8259 (0.8487) mem 21940MB +[2025-12-25 09:15:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][260/1573] eta 0:20:59 lr 0.000011 time 7.7249 (0.9589) loss 1295.8479 (1312.5422) grad_norm 246.0289 (234.5047) embed_mse 1294.7476 (1311.4437) mask_bce 0.2734 (0.2499) mask_dice 0.8269 (0.8486) mem 21940MB +[2025-12-25 09:15:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][270/1573] eta 0:20:41 lr 0.000011 time 0.4270 (0.9528) loss 1304.5288 (1312.5465) grad_norm 151.6873 (231.9951) embed_mse 1303.4078 (1311.4475) mask_bce 0.2587 (0.2502) mask_dice 0.8623 (0.8488) mem 21940MB +[2025-12-25 09:16:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][280/1573] eta 0:20:21 lr 0.000011 time 0.4233 (0.9447) loss 1236.0668 (1313.0341) grad_norm 169.2940 (229.3315) embed_mse 1234.9810 (1311.9356) mask_bce 0.2570 (0.2497) mask_dice 0.8287 (0.8488) mem 21940MB +[2025-12-25 09:16:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][290/1573] eta 0:20:37 lr 0.000011 time 0.4231 (0.9644) loss 1342.7642 (1312.2501) grad_norm 192.4645 (228.3074) embed_mse 1341.6709 (1311.1521) mask_bce 0.2313 (0.2491) mask_dice 0.8620 (0.8490) mem 21940MB +[2025-12-25 09:16:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][300/1573] eta 0:20:22 lr 0.000011 time 1.6665 (0.9606) loss 1302.7795 (1312.7766) grad_norm 253.1412 (228.9787) embed_mse 1301.6885 (1311.6787) mask_bce 0.2416 (0.2488) mask_dice 0.8495 (0.8490) mem 21940MB +[2025-12-25 09:16:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][310/1573] eta 0:20:06 lr 0.000011 time 0.4180 (0.9556) loss 1277.4070 (1312.2684) grad_norm 195.2512 (228.0911) embed_mse 1276.3070 (1311.1701) mask_bce 0.2755 (0.2495) mask_dice 0.8244 (0.8488) mem 21940MB +[2025-12-25 09:16:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][320/1573] eta 0:20:05 lr 0.000011 time 0.4205 (0.9618) loss 1375.4847 (1313.0491) grad_norm 166.9289 (225.0086) embed_mse 1374.4073 (1311.9507) mask_bce 0.2164 (0.2493) mask_dice 0.8609 (0.8490) mem 21940MB +[2025-12-25 09:16:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][330/1573] eta 0:19:35 lr 0.000011 time 0.4188 (0.9454) loss 1301.5125 (1312.9613) grad_norm 174.8608 (223.7855) embed_mse 1300.4338 (1311.8631) mask_bce 0.2387 (0.2494) mask_dice 0.8399 (0.8488) mem 21940MB +[2025-12-25 09:17:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][340/1573] eta 0:19:37 lr 0.000011 time 0.4272 (0.9553) loss 1364.6902 (1312.7085) grad_norm 284.5279 (225.2318) embed_mse 1363.5929 (1311.6104) mask_bce 0.2397 (0.2491) mask_dice 0.8577 (0.8490) mem 21940MB +[2025-12-25 09:17:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][350/1573] eta 0:19:14 lr 0.000011 time 0.4214 (0.9443) loss 1265.5645 (1312.5342) grad_norm 144.8163 (223.3616) embed_mse 1264.4713 (1311.4356) mask_bce 0.2431 (0.2494) mask_dice 0.8501 (0.8492) mem 21940MB +[2025-12-25 09:17:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][360/1573] eta 0:19:14 lr 0.000010 time 0.4162 (0.9517) loss 1286.0282 (1312.4065) grad_norm 200.8545 (221.2060) embed_mse 1284.8820 (1311.3075) mask_bce 0.3111 (0.2497) mask_dice 0.8351 (0.8493) mem 21940MB +[2025-12-25 09:17:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][370/1573] eta 0:19:34 lr 0.000010 time 14.2607 (0.9766) loss 1350.9955 (1312.7962) grad_norm 314.4985 (223.2341) embed_mse 1349.8978 (1311.6971) mask_bce 0.2310 (0.2497) mask_dice 0.8667 (0.8494) mem 21940MB +[2025-12-25 09:17:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][380/1573] eta 0:19:16 lr 0.000010 time 0.4181 (0.9695) loss 1276.0413 (1313.0749) grad_norm 178.7016 (222.2865) embed_mse 1274.9012 (1311.9758) mask_bce 0.3092 (0.2499) mask_dice 0.8309 (0.8492) mem 21940MB +[2025-12-25 09:17:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][390/1573] eta 0:19:04 lr 0.000010 time 0.4214 (0.9678) loss 1319.3529 (1312.5290) grad_norm 190.4530 (221.6234) embed_mse 1318.2737 (1311.4296) mask_bce 0.2329 (0.2501) mask_dice 0.8463 (0.8493) mem 21940MB +[2025-12-25 09:18:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][400/1573] eta 0:18:47 lr 0.000010 time 0.4211 (0.9614) loss 1290.7032 (1312.0739) grad_norm 165.6463 (219.0969) embed_mse 1289.6089 (1310.9745) mask_bce 0.2515 (0.2500) mask_dice 0.8429 (0.8494) mem 21940MB +[2025-12-25 09:18:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][410/1573] eta 0:19:00 lr 0.000010 time 7.9151 (0.9806) loss 1193.3688 (1311.5525) grad_norm 185.1404 (218.4311) embed_mse 1192.2578 (1310.4530) mask_bce 0.2547 (0.2505) mask_dice 0.8562 (0.8491) mem 21940MB +[2025-12-25 09:18:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][420/1573] eta 0:18:38 lr 0.000010 time 0.4242 (0.9703) loss 1302.1871 (1311.6698) grad_norm 204.3524 (218.1604) embed_mse 1301.0826 (1310.5704) mask_bce 0.2332 (0.2503) mask_dice 0.8712 (0.8490) mem 21940MB +[2025-12-25 09:18:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][430/1573] eta 0:18:34 lr 0.000010 time 0.4210 (0.9755) loss 1377.2843 (1311.8182) grad_norm 218.3500 (218.1639) embed_mse 1376.1823 (1310.7190) mask_bce 0.2527 (0.2502) mask_dice 0.8494 (0.8490) mem 21940MB +[2025-12-25 09:18:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][440/1573] eta 0:18:25 lr 0.000010 time 0.4273 (0.9759) loss 1302.2926 (1312.2529) grad_norm 192.0443 (217.2486) embed_mse 1301.1934 (1311.1538) mask_bce 0.2535 (0.2503) mask_dice 0.8457 (0.8489) mem 21940MB +[2025-12-25 09:18:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][450/1573] eta 0:18:08 lr 0.000010 time 0.4206 (0.9694) loss 1247.6860 (1312.5178) grad_norm 189.1117 (216.7462) embed_mse 1246.6188 (1311.4186) mask_bce 0.2227 (0.2503) mask_dice 0.8446 (0.8488) mem 21940MB +[2025-12-25 09:19:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][460/1573] eta 0:17:58 lr 0.000010 time 2.7127 (0.9694) loss 1382.5914 (1312.4521) grad_norm 251.4900 (217.3557) embed_mse 1381.5001 (1311.3527) mask_bce 0.2434 (0.2505) mask_dice 0.8479 (0.8489) mem 21940MB +[2025-12-25 09:19:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][470/1573] eta 0:17:39 lr 0.000010 time 0.4225 (0.9603) loss 1322.6660 (1312.5724) grad_norm 191.0704 (216.9025) embed_mse 1321.5752 (1311.4731) mask_bce 0.2540 (0.2504) mask_dice 0.8368 (0.8489) mem 21940MB +[2025-12-25 09:19:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][480/1573] eta 0:17:36 lr 0.000010 time 0.4180 (0.9667) loss 1343.1019 (1312.5951) grad_norm 287.9672 (217.3916) embed_mse 1341.9958 (1311.4961) mask_bce 0.2353 (0.2500) mask_dice 0.8708 (0.8490) mem 21940MB +[2025-12-25 09:19:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][490/1573] eta 0:17:28 lr 0.000010 time 0.4225 (0.9682) loss 1276.2518 (1312.6060) grad_norm 393.3089 (220.2755) embed_mse 1275.1807 (1311.5072) mask_bce 0.2114 (0.2497) mask_dice 0.8599 (0.8491) mem 21940MB +[2025-12-25 09:19:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][500/1573] eta 0:17:13 lr 0.000010 time 0.4189 (0.9630) loss 1267.4116 (1312.3849) grad_norm 271.6960 (221.1049) embed_mse 1266.3417 (1311.2862) mask_bce 0.2320 (0.2496) mask_dice 0.8380 (0.8491) mem 21940MB +[2025-12-25 09:19:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][510/1573] eta 0:17:01 lr 0.000010 time 0.4423 (0.9608) loss 1263.8022 (1312.1618) grad_norm 158.8410 (220.1166) embed_mse 1262.6886 (1311.0628) mask_bce 0.2794 (0.2499) mask_dice 0.8342 (0.8491) mem 21940MB +[2025-12-25 09:19:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][520/1573] eta 0:16:49 lr 0.000010 time 0.4333 (0.9589) loss 1311.0354 (1312.0253) grad_norm 153.3259 (218.8201) embed_mse 1309.9127 (1310.9264) mask_bce 0.2459 (0.2499) mask_dice 0.8768 (0.8490) mem 21940MB +[2025-12-25 09:20:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][530/1573] eta 0:16:34 lr 0.000010 time 0.4150 (0.9538) loss 1357.2174 (1311.9406) grad_norm 233.1375 (219.0371) embed_mse 1356.1304 (1310.8418) mask_bce 0.2347 (0.2498) mask_dice 0.8523 (0.8489) mem 21940MB +[2025-12-25 09:20:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][540/1573] eta 0:16:26 lr 0.000010 time 0.4242 (0.9547) loss 1336.8627 (1311.7438) grad_norm 225.6984 (219.1365) embed_mse 1335.7612 (1310.6447) mask_bce 0.2696 (0.2501) mask_dice 0.8318 (0.8490) mem 21940MB +[2025-12-25 09:20:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][550/1573] eta 0:16:06 lr 0.000010 time 0.4179 (0.9450) loss 1274.6028 (1311.3210) grad_norm 225.2114 (219.2258) embed_mse 1273.5221 (1310.2221) mask_bce 0.2523 (0.2498) mask_dice 0.8285 (0.8491) mem 21940MB +[2025-12-25 09:20:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][560/1573] eta 0:15:51 lr 0.000010 time 0.4202 (0.9397) loss 1312.8729 (1311.3908) grad_norm 164.4404 (218.8434) embed_mse 1311.7780 (1310.2920) mask_bce 0.2529 (0.2498) mask_dice 0.8420 (0.8490) mem 21940MB +[2025-12-25 09:20:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][570/1573] eta 0:15:48 lr 0.000010 time 0.4183 (0.9457) loss 1307.3940 (1311.5682) grad_norm 251.6770 (219.3059) embed_mse 1306.3020 (1310.4692) mask_bce 0.2611 (0.2500) mask_dice 0.8309 (0.8490) mem 21940MB +[2025-12-25 09:20:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][580/1573] eta 0:15:38 lr 0.000010 time 0.4194 (0.9451) loss 1284.3544 (1311.5176) grad_norm 340.9560 (220.9955) embed_mse 1283.2639 (1310.4187) mask_bce 0.2353 (0.2499) mask_dice 0.8552 (0.8490) mem 21940MB +[2025-12-25 09:20:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][590/1573] eta 0:15:31 lr 0.000010 time 2.3702 (0.9474) loss 1271.1923 (1311.3979) grad_norm 452.2861 (224.1638) embed_mse 1270.0979 (1310.2992) mask_bce 0.2535 (0.2499) mask_dice 0.8409 (0.8489) mem 21940MB +[2025-12-25 09:21:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][600/1573] eta 0:15:22 lr 0.000010 time 0.4605 (0.9479) loss 1312.5394 (1311.7361) grad_norm 204.0337 (223.1779) embed_mse 1311.4419 (1310.6373) mask_bce 0.2400 (0.2500) mask_dice 0.8576 (0.8488) mem 21940MB +[2025-12-25 09:21:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][610/1573] eta 0:15:11 lr 0.000010 time 0.4479 (0.9462) loss 1350.0537 (1311.6129) grad_norm 252.1676 (223.5594) embed_mse 1348.9866 (1310.5142) mask_bce 0.2100 (0.2500) mask_dice 0.8572 (0.8487) mem 21940MB +[2025-12-25 09:21:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][620/1573] eta 0:15:04 lr 0.000010 time 0.4483 (0.9490) loss 1294.2195 (1311.5224) grad_norm 213.0415 (223.4228) embed_mse 1293.1420 (1310.4238) mask_bce 0.2283 (0.2499) mask_dice 0.8491 (0.8488) mem 21940MB +[2025-12-25 09:21:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][630/1573] eta 0:14:51 lr 0.000010 time 0.4177 (0.9458) loss 1258.7979 (1311.2728) grad_norm 207.5425 (223.2192) embed_mse 1257.6995 (1310.1742) mask_bce 0.2635 (0.2498) mask_dice 0.8349 (0.8488) mem 21940MB +[2025-12-25 09:21:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][640/1573] eta 0:14:49 lr 0.000010 time 0.4605 (0.9536) loss 1391.7683 (1311.5395) grad_norm 227.4792 (222.7879) embed_mse 1390.6655 (1310.4409) mask_bce 0.2334 (0.2498) mask_dice 0.8694 (0.8488) mem 21940MB +[2025-12-25 09:21:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][650/1573] eta 0:14:34 lr 0.000010 time 0.4320 (0.9470) loss 1308.4692 (1311.4697) grad_norm 149.1022 (221.8782) embed_mse 1307.4086 (1310.3710) mask_bce 0.2029 (0.2499) mask_dice 0.8578 (0.8488) mem 21940MB +[2025-12-25 09:22:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][660/1573] eta 0:14:29 lr 0.000010 time 0.4280 (0.9526) loss 1314.0470 (1311.5788) grad_norm 169.9770 (221.2453) embed_mse 1312.9313 (1310.4801) mask_bce 0.2924 (0.2499) mask_dice 0.8233 (0.8487) mem 21940MB +[2025-12-25 09:22:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][670/1573] eta 0:14:13 lr 0.000010 time 0.4196 (0.9451) loss 1285.3510 (1311.3443) grad_norm 173.2538 (220.6670) embed_mse 1284.3009 (1310.2455) mask_bce 0.2096 (0.2501) mask_dice 0.8404 (0.8487) mem 21940MB +[2025-12-25 09:22:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][680/1573] eta 0:14:11 lr 0.000010 time 4.0978 (0.9538) loss 1338.0421 (1311.4026) grad_norm 173.2901 (220.6557) embed_mse 1336.8690 (1310.3039) mask_bce 0.3232 (0.2500) mask_dice 0.8499 (0.8488) mem 21940MB +[2025-12-25 09:22:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][690/1573] eta 0:13:55 lr 0.000010 time 0.4208 (0.9461) loss 1269.3724 (1311.3822) grad_norm 336.8744 (222.0070) embed_mse 1268.2701 (1310.2832) mask_bce 0.2571 (0.2502) mask_dice 0.8452 (0.8487) mem 21940MB +[2025-12-25 09:22:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][700/1573] eta 0:13:42 lr 0.000010 time 0.4204 (0.9418) loss 1268.0874 (1311.2821) grad_norm 197.9237 (221.7302) embed_mse 1266.9977 (1310.1832) mask_bce 0.2337 (0.2501) mask_dice 0.8561 (0.8488) mem 21940MB +[2025-12-25 09:22:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][710/1573] eta 0:13:34 lr 0.000010 time 2.0408 (0.9437) loss 1265.8555 (1311.2760) grad_norm 166.0233 (221.0972) embed_mse 1264.7604 (1310.1772) mask_bce 0.2597 (0.2500) mask_dice 0.8353 (0.8488) mem 21940MB +[2025-12-25 09:22:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][720/1573] eta 0:13:25 lr 0.000010 time 0.4197 (0.9446) loss 1309.7513 (1311.3901) grad_norm 172.5133 (221.2923) embed_mse 1308.6809 (1310.2912) mask_bce 0.2130 (0.2500) mask_dice 0.8574 (0.8488) mem 21940MB +[2025-12-25 09:23:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][730/1573] eta 0:13:16 lr 0.000010 time 0.4185 (0.9453) loss 1366.0927 (1311.3700) grad_norm 235.5424 (221.4489) embed_mse 1365.0116 (1310.2712) mask_bce 0.2259 (0.2501) mask_dice 0.8553 (0.8487) mem 21940MB +[2025-12-25 09:23:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][740/1573] eta 0:13:03 lr 0.000010 time 0.4182 (0.9401) loss 1297.3027 (1311.4105) grad_norm 208.6212 (221.3095) embed_mse 1296.0935 (1310.3116) mask_bce 0.3466 (0.2502) mask_dice 0.8627 (0.8487) mem 21940MB +[2025-12-25 09:23:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][750/1573] eta 0:12:55 lr 0.000010 time 0.4218 (0.9422) loss 1316.3425 (1311.5115) grad_norm 353.7525 (222.7336) embed_mse 1315.2366 (1310.4127) mask_bce 0.2527 (0.2500) mask_dice 0.8532 (0.8488) mem 21940MB +[2025-12-25 09:23:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][760/1573] eta 0:12:43 lr 0.000010 time 0.4272 (0.9392) loss 1314.2996 (1311.5579) grad_norm 397.2993 (224.3037) embed_mse 1313.2079 (1310.4591) mask_bce 0.2394 (0.2500) mask_dice 0.8523 (0.8488) mem 21940MB +[2025-12-25 09:23:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][770/1573] eta 0:12:34 lr 0.000010 time 0.4196 (0.9397) loss 1310.9010 (1311.4120) grad_norm 197.6574 (224.0261) embed_mse 1309.8097 (1310.3133) mask_bce 0.2401 (0.2500) mask_dice 0.8512 (0.8487) mem 21940MB +[2025-12-25 09:23:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][780/1573] eta 0:12:21 lr 0.000010 time 0.4186 (0.9345) loss 1301.6892 (1311.2075) grad_norm 159.1791 (223.3576) embed_mse 1300.6040 (1310.1086) mask_bce 0.2252 (0.2501) mask_dice 0.8600 (0.8487) mem 21940MB +[2025-12-25 09:23:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][790/1573] eta 0:12:11 lr 0.000010 time 0.4311 (0.9341) loss 1299.9956 (1311.1711) grad_norm 182.7342 (222.9431) embed_mse 1298.9067 (1310.0723) mask_bce 0.2196 (0.2501) mask_dice 0.8693 (0.8487) mem 21940MB +[2025-12-25 09:24:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][800/1573] eta 0:12:05 lr 0.000010 time 7.0126 (0.9392) loss 1343.3844 (1311.1665) grad_norm 182.8227 (221.7761) embed_mse 1342.2910 (1310.0677) mask_bce 0.2311 (0.2502) mask_dice 0.8623 (0.8486) mem 21940MB +[2025-12-25 09:24:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][810/1573] eta 0:11:52 lr 0.000010 time 0.4228 (0.9337) loss 1298.9470 (1311.1234) grad_norm 196.6878 (221.5277) embed_mse 1297.8494 (1310.0247) mask_bce 0.2478 (0.2502) mask_dice 0.8499 (0.8485) mem 21940MB +[2025-12-25 09:24:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][820/1573] eta 0:11:42 lr 0.000010 time 0.4170 (0.9329) loss 1351.8978 (1310.9380) grad_norm 321.7300 (222.5101) embed_mse 1350.7747 (1309.8392) mask_bce 0.2658 (0.2503) mask_dice 0.8574 (0.8485) mem 21940MB +[2025-12-25 09:24:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][830/1573] eta 0:11:28 lr 0.000010 time 0.4254 (0.9269) loss 1342.4188 (1311.1117) grad_norm 167.1473 (221.9726) embed_mse 1341.3311 (1310.0129) mask_bce 0.2282 (0.2502) mask_dice 0.8595 (0.8486) mem 21940MB +[2025-12-25 09:24:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][840/1573] eta 0:11:25 lr 0.000010 time 0.4248 (0.9345) loss 1339.6183 (1311.2073) grad_norm 205.4910 (221.8120) embed_mse 1338.5178 (1310.1083) mask_bce 0.2389 (0.2505) mask_dice 0.8616 (0.8485) mem 21940MB +[2025-12-25 09:24:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][850/1573] eta 0:11:17 lr 0.000010 time 0.4179 (0.9377) loss 1396.8979 (1311.1193) grad_norm 181.2877 (221.4297) embed_mse 1395.8003 (1310.0203) mask_bce 0.2653 (0.2504) mask_dice 0.8323 (0.8486) mem 21940MB +[2025-12-25 09:25:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][860/1573] eta 0:11:07 lr 0.000010 time 0.4187 (0.9355) loss 1308.2439 (1311.4424) grad_norm 211.4814 (221.3367) embed_mse 1307.1748 (1310.3435) mask_bce 0.2083 (0.2503) mask_dice 0.8609 (0.8486) mem 21940MB +[2025-12-25 09:25:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][870/1573] eta 0:10:56 lr 0.000010 time 0.4207 (0.9339) loss 1340.8409 (1311.6895) grad_norm 173.0471 (220.8896) embed_mse 1339.7549 (1310.5907) mask_bce 0.2317 (0.2502) mask_dice 0.8543 (0.8486) mem 21940MB +[2025-12-25 09:25:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][880/1573] eta 0:10:43 lr 0.000010 time 0.4175 (0.9285) loss 1318.9258 (1311.9098) grad_norm 161.3629 (220.2643) embed_mse 1317.8290 (1310.8110) mask_bce 0.2332 (0.2501) mask_dice 0.8635 (0.8487) mem 21940MB +[2025-12-25 09:25:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][890/1573] eta 0:10:32 lr 0.000010 time 0.4322 (0.9260) loss 1307.0922 (1311.9658) grad_norm 215.3006 (220.2196) embed_mse 1305.9932 (1310.8669) mask_bce 0.2546 (0.2502) mask_dice 0.8444 (0.8487) mem 21940MB +[2025-12-25 09:25:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][900/1573] eta 0:10:21 lr 0.000010 time 0.4265 (0.9234) loss 1340.3571 (1311.8919) grad_norm 266.2038 (220.6302) embed_mse 1339.2771 (1310.7930) mask_bce 0.2225 (0.2502) mask_dice 0.8575 (0.8487) mem 21940MB +[2025-12-25 09:25:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][910/1573] eta 0:10:11 lr 0.000010 time 0.4231 (0.9220) loss 1343.7266 (1312.0804) grad_norm 198.0403 (220.4303) embed_mse 1342.6644 (1310.9815) mask_bce 0.1962 (0.2502) mask_dice 0.8660 (0.8487) mem 21940MB +[2025-12-25 09:25:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][920/1573] eta 0:09:59 lr 0.000010 time 0.4287 (0.9187) loss 1282.0176 (1312.0022) grad_norm 240.8249 (219.9831) embed_mse 1280.9336 (1310.9034) mask_bce 0.2493 (0.2501) mask_dice 0.8346 (0.8487) mem 21940MB +[2025-12-25 09:25:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][930/1573] eta 0:09:48 lr 0.000010 time 0.4232 (0.9146) loss 1298.6161 (1312.0727) grad_norm 227.5832 (220.0486) embed_mse 1297.5083 (1310.9740) mask_bce 0.2579 (0.2500) mask_dice 0.8499 (0.8487) mem 21940MB +[2025-12-25 09:26:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][940/1573] eta 0:09:41 lr 0.000010 time 0.4194 (0.9186) loss 1327.6429 (1312.2433) grad_norm 252.7777 (220.3284) embed_mse 1326.5565 (1311.1445) mask_bce 0.2417 (0.2500) mask_dice 0.8447 (0.8488) mem 21940MB +[2025-12-25 09:26:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][950/1573] eta 0:09:30 lr 0.000010 time 0.4321 (0.9158) loss 1301.7582 (1312.1927) grad_norm 230.8063 (220.4171) embed_mse 1300.6613 (1311.0941) mask_bce 0.2541 (0.2499) mask_dice 0.8429 (0.8488) mem 21940MB +[2025-12-25 09:26:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][960/1573] eta 0:09:18 lr 0.000010 time 0.4218 (0.9113) loss 1261.8662 (1312.3039) grad_norm 328.2213 (222.2213) embed_mse 1260.7789 (1311.2050) mask_bce 0.2313 (0.2502) mask_dice 0.8560 (0.8487) mem 21940MB +[2025-12-25 09:26:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][970/1573] eta 0:09:10 lr 0.000010 time 4.6889 (0.9134) loss 1329.4099 (1312.3139) grad_norm 200.9639 (222.0456) embed_mse 1328.3096 (1311.2151) mask_bce 0.2469 (0.2501) mask_dice 0.8535 (0.8486) mem 21940MB +[2025-12-25 09:26:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][980/1573] eta 0:08:59 lr 0.000010 time 0.4189 (0.9102) loss 1317.2096 (1312.3248) grad_norm 171.5764 (221.6319) embed_mse 1316.1016 (1311.2259) mask_bce 0.2337 (0.2502) mask_dice 0.8744 (0.8487) mem 21940MB +[2025-12-25 09:26:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][990/1573] eta 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mask_bce 0.2264 (0.2506) mask_dice 0.8634 (0.8487) mem 21940MB +[2025-12-25 09:27:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1060/1573] eta 0:07:41 lr 0.000010 time 0.4227 (0.8996) loss 1299.7798 (1312.2056) grad_norm 205.8941 (221.0764) embed_mse 1298.6792 (1311.1063) mask_bce 0.2589 (0.2507) mask_dice 0.8416 (0.8487) mem 21940MB +[2025-12-25 09:27:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1070/1573] eta 0:07:32 lr 0.000010 time 0.4224 (0.9001) loss 1288.3065 (1312.1017) grad_norm 290.6875 (221.5998) embed_mse 1287.2167 (1311.0024) mask_bce 0.2354 (0.2506) mask_dice 0.8545 (0.8486) mem 21940MB +[2025-12-25 09:27:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1080/1573] eta 0:07:22 lr 0.000010 time 0.4198 (0.8976) loss 1326.8608 (1312.2121) grad_norm 216.5852 (221.6849) embed_mse 1325.7831 (1311.1128) mask_bce 0.2169 (0.2507) mask_dice 0.8609 (0.8486) mem 21940MB +[2025-12-25 09:27:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1090/1573] eta 0:07:12 lr 0.000010 time 0.4191 (0.8962) loss 1348.7317 (1312.2435) grad_norm 190.7024 (221.4571) embed_mse 1347.6060 (1311.1442) mask_bce 0.2920 (0.2507) mask_dice 0.8337 (0.8486) mem 21940MB +[2025-12-25 09:28:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1100/1573] eta 0:07:03 lr 0.000010 time 0.4260 (0.8954) loss 1339.9695 (1312.2320) grad_norm 269.9788 (221.8113) embed_mse 1338.8910 (1311.1327) mask_bce 0.2314 (0.2506) mask_dice 0.8470 (0.8487) mem 21940MB +[2025-12-25 09:28:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1110/1573] eta 0:06:55 lr 0.000010 time 0.4194 (0.8974) loss 1237.0366 (1312.1556) grad_norm 369.1699 (222.8791) embed_mse 1235.9589 (1311.0565) mask_bce 0.2121 (0.2505) mask_dice 0.8657 (0.8487) mem 21940MB +[2025-12-25 09:28:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1120/1573] eta 0:06:44 lr 0.000010 time 0.4316 (0.8933) loss 1296.1514 (1312.1293) grad_norm 196.7777 (223.5074) embed_mse 1295.0602 (1311.0303) mask_bce 0.2371 (0.2503) mask_dice 0.8541 (0.8487) mem 21940MB +[2025-12-25 09:28:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1130/1573] eta 0:06:35 lr 0.000010 time 0.4199 (0.8923) loss 1347.9126 (1312.1319) grad_norm 269.7292 (223.8353) embed_mse 1346.8344 (1311.0329) mask_bce 0.2134 (0.2503) mask_dice 0.8649 (0.8487) mem 21940MB +[2025-12-25 09:28:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1140/1573] eta 0:06:24 lr 0.000010 time 0.4186 (0.8881) loss 1294.9775 (1312.0290) grad_norm 201.7767 (223.6799) embed_mse 1293.8882 (1310.9300) mask_bce 0.2401 (0.2502) mask_dice 0.8492 (0.8488) mem 21940MB +[2025-12-25 09:28:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1150/1573] eta 0:06:15 lr 0.000009 time 0.4196 (0.8872) loss 1337.5875 (1312.0377) grad_norm 132.8712 (223.0449) embed_mse 1336.4760 (1310.9386) mask_bce 0.2738 (0.2502) mask_dice 0.8378 (0.8488) mem 21940MB +[2025-12-25 09:28:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1160/1573] eta 0:06:06 lr 0.000009 time 0.4198 (0.8884) loss 1330.3923 (1311.8430) grad_norm 159.6688 (222.4058) embed_mse 1329.2675 (1310.7434) mask_bce 0.3080 (0.2508) mask_dice 0.8168 (0.8488) mem 21940MB +[2025-12-25 09:28:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1170/1573] eta 0:05:56 lr 0.000009 time 0.4230 (0.8846) loss 1343.4092 (1311.8816) grad_norm 225.1362 (222.4245) embed_mse 1342.2968 (1310.7820) mask_bce 0.2780 (0.2508) mask_dice 0.8345 (0.8488) mem 21940MB +[2025-12-25 09:28:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1180/1573] eta 0:05:46 lr 0.000009 time 0.4210 (0.8811) loss 1249.4685 (1312.0432) grad_norm 296.0302 (222.9252) embed_mse 1248.3939 (1310.9436) mask_bce 0.2169 (0.2508) mask_dice 0.8576 (0.8488) mem 21940MB +[2025-12-25 09:29:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1190/1573] eta 0:05:37 lr 0.000009 time 0.4192 (0.8802) loss 1279.9142 (1312.0133) grad_norm 292.6807 (223.3966) embed_mse 1278.8260 (1310.9136) mask_bce 0.2474 (0.2509) mask_dice 0.8408 (0.8488) mem 21940MB +[2025-12-25 09:29:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1200/1573] eta 0:05:27 lr 0.000009 time 0.4238 (0.8783) loss 1310.4510 (1312.1124) grad_norm 223.9091 (222.8959) embed_mse 1309.3462 (1311.0127) mask_bce 0.2319 (0.2509) mask_dice 0.8730 (0.8488) mem 21940MB +[2025-12-25 09:29:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1210/1573] eta 0:05:18 lr 0.000009 time 0.4191 (0.8766) loss 1306.8950 (1312.0858) grad_norm 212.4448 (222.8267) embed_mse 1305.7628 (1310.9862) mask_bce 0.2434 (0.2508) mask_dice 0.8888 (0.8489) mem 21940MB +[2025-12-25 09:29:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1220/1573] eta 0:05:09 lr 0.000009 time 2.5895 (0.8764) loss 1309.3771 (1312.2363) grad_norm 185.6179 (222.5819) embed_mse 1308.2660 (1311.1366) mask_bce 0.2718 (0.2509) mask_dice 0.8392 (0.8488) mem 21940MB +[2025-12-25 09:29:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1230/1573] eta 0:05:00 lr 0.000009 time 0.4236 (0.8761) loss 1296.7821 (1312.1494) grad_norm 291.2756 (223.0309) embed_mse 1295.6790 (1311.0498) mask_bce 0.2573 (0.2510) mask_dice 0.8458 (0.8487) mem 21940MB +[2025-12-25 09:29:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1240/1573] eta 0:04:50 lr 0.000009 time 0.4174 (0.8725) loss 1272.6215 (1312.2842) grad_norm 239.6405 (222.8451) embed_mse 1271.5698 (1311.1844) mask_bce 0.1953 (0.2510) mask_dice 0.8563 (0.8487) mem 21940MB +[2025-12-25 09:29:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1250/1573] eta 0:04:40 lr 0.000009 time 0.4285 (0.8693) loss 1390.4980 (1312.4834) grad_norm 201.3853 (222.7075) embed_mse 1389.3889 (1311.3837) mask_bce 0.2636 (0.2509) mask_dice 0.8456 (0.8488) mem 21940MB +[2025-12-25 09:29:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1260/1573] eta 0:04:31 lr 0.000009 time 0.4204 (0.8675) loss 1319.1619 (1312.4922) grad_norm 221.4590 (222.6996) embed_mse 1318.0972 (1311.3925) mask_bce 0.2128 (0.2509) mask_dice 0.8519 (0.8488) mem 21940MB +[2025-12-25 09:29:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1270/1573] eta 0:04:22 lr 0.000009 time 0.4204 (0.8657) loss 1284.5021 (1312.3543) grad_norm 214.4967 (222.6477) embed_mse 1283.4148 (1311.2545) mask_bce 0.2429 (0.2510) mask_dice 0.8444 (0.8487) mem 21940MB +[2025-12-25 09:30:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1280/1573] eta 0:04:13 lr 0.000009 time 0.4196 (0.8652) loss 1290.9121 (1312.2355) grad_norm 206.5670 (222.2607) embed_mse 1289.8225 (1311.1359) mask_bce 0.2529 (0.2509) mask_dice 0.8366 (0.8487) mem 21940MB +[2025-12-25 09:30:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1290/1573] eta 0:04:04 lr 0.000009 time 0.4212 (0.8624) loss 1291.5774 (1312.2694) grad_norm 257.9444 (222.4823) embed_mse 1290.4860 (1311.1697) mask_bce 0.2465 (0.2510) mask_dice 0.8450 (0.8486) mem 21940MB +[2025-12-25 09:30:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1300/1573] eta 0:03:54 lr 0.000009 time 0.4415 (0.8599) loss 1287.6941 (1312.2634) grad_norm 206.8691 (222.3860) embed_mse 1286.5974 (1311.1638) mask_bce 0.2323 (0.2510) mask_dice 0.8644 (0.8486) mem 21940MB +[2025-12-25 09:30:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1310/1573] eta 0:03:45 lr 0.000009 time 0.4211 (0.8586) loss 1324.5277 (1312.3275) grad_norm 193.6884 (222.2099) embed_mse 1323.4293 (1311.2279) mask_bce 0.2340 (0.2509) mask_dice 0.8643 (0.8487) mem 21940MB +[2025-12-25 09:30:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1320/1573] eta 0:03:37 lr 0.000009 time 1.9166 (0.8584) loss 1321.1432 (1312.4345) grad_norm 174.6078 (221.7534) embed_mse 1320.0024 (1311.3349) mask_bce 0.2761 (0.2509) mask_dice 0.8646 (0.8487) mem 21940MB +[2025-12-25 09:30:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1330/1573] eta 0:03:27 lr 0.000009 time 0.4353 (0.8555) loss 1240.1304 (1312.3258) grad_norm 211.2663 (221.6902) embed_mse 1239.0380 (1311.2264) mask_bce 0.2461 (0.2507) mask_dice 0.8463 (0.8488) mem 21940MB +[2025-12-25 09:30:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1340/1573] eta 0:03:18 lr 0.000009 time 0.4222 (0.8529) loss 1302.8557 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(1311.0990) mask_bce 0.2473 (0.2510) mask_dice 0.8482 (0.8487) mem 21940MB +[2025-12-25 09:31:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1380/1573] eta 0:02:44 lr 0.000009 time 0.4199 (0.8540) loss 1336.1882 (1312.0813) grad_norm 407.0319 (222.6715) embed_mse 1335.1311 (1310.9817) mask_bce 0.1930 (0.2510) mask_dice 0.8641 (0.8486) mem 21940MB +[2025-12-25 09:31:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1390/1573] eta 0:02:36 lr 0.000009 time 1.7312 (0.8537) loss 1327.3832 (1312.2012) grad_norm 237.4516 (222.7569) embed_mse 1326.2723 (1311.1016) mask_bce 0.2930 (0.2510) mask_dice 0.8179 (0.8486) mem 21940MB +[2025-12-25 09:31:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1400/1573] eta 0:02:27 lr 0.000009 time 0.4166 (0.8516) loss 1343.0703 (1312.0970) grad_norm 239.3493 (222.6432) embed_mse 1341.9880 (1310.9974) mask_bce 0.2193 (0.2510) mask_dice 0.8631 (0.8486) mem 21940MB +[2025-12-25 09:31:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1410/1573] eta 0:02:18 lr 0.000009 time 0.4210 (0.8500) loss 1337.9594 (1312.0859) grad_norm 192.0302 (222.4693) embed_mse 1336.7792 (1310.9863) mask_bce 0.3071 (0.2510) mask_dice 0.8730 (0.8486) mem 21940MB +[2025-12-25 09:31:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1420/1573] eta 0:02:09 lr 0.000009 time 0.4235 (0.8473) loss 1257.8011 (1312.0851) grad_norm 212.0753 (222.4106) embed_mse 1256.7227 (1310.9854) mask_bce 0.2258 (0.2511) mask_dice 0.8527 (0.8486) mem 21940MB +[2025-12-25 09:31:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1430/1573] eta 0:02:01 lr 0.000009 time 4.0381 (0.8497) loss 1248.8894 (1312.0378) grad_norm 255.6968 (222.5975) embed_mse 1247.7808 (1310.9381) mask_bce 0.2597 (0.2511) mask_dice 0.8490 (0.8486) mem 21940MB +[2025-12-25 09:31:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1440/1573] eta 0:01:52 lr 0.000009 time 0.4528 (0.8469) loss 1341.4752 (1312.0704) grad_norm 205.2571 (222.5461) embed_mse 1340.3800 (1310.9707) mask_bce 0.2723 (0.2511) mask_dice 0.8229 (0.8486) mem 21940MB +[2025-12-25 09:32:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1450/1573] eta 0:01:43 lr 0.000009 time 0.4248 (0.8440) loss 1218.7942 (1312.1356) grad_norm 318.2572 (223.0749) embed_mse 1217.7189 (1311.0359) mask_bce 0.2333 (0.2511) mask_dice 0.8420 (0.8487) mem 21940MB +[2025-12-25 09:32:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1460/1573] eta 0:01:35 lr 0.000009 time 0.4167 (0.8426) loss 1248.3948 (1312.0689) grad_norm 218.5894 (223.0503) embed_mse 1247.3315 (1310.9693) mask_bce 0.1910 (0.2509) mask_dice 0.8724 (0.8487) mem 21940MB +[2025-12-25 09:32:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1470/1573] eta 0:01:26 lr 0.000009 time 0.4374 (0.8398) loss 1302.6420 (1312.3056) grad_norm 160.9035 (222.7107) embed_mse 1301.5626 (1311.2060) mask_bce 0.2370 (0.2508) mask_dice 0.8423 (0.8487) mem 21940MB +[2025-12-25 09:32:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1480/1573] eta 0:01:17 lr 0.000009 time 0.4183 (0.8376) loss 1361.1514 (1312.2589) grad_norm 356.6844 (223.2574) embed_mse 1360.0710 (1311.1594) mask_bce 0.2153 (0.2507) mask_dice 0.8650 (0.8488) mem 21940MB +[2025-12-25 09:32:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1490/1573] eta 0:01:09 lr 0.000009 time 0.4309 (0.8381) loss 1245.0841 (1312.2423) grad_norm 202.0200 (223.1432) embed_mse 1243.9777 (1311.1428) mask_bce 0.2706 (0.2507) mask_dice 0.8358 (0.8488) mem 21940MB +[2025-12-25 09:32:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1500/1573] eta 0:01:00 lr 0.000009 time 0.4168 (0.8353) loss 1343.0984 (1312.1618) grad_norm 188.0397 (222.9554) embed_mse 1341.9966 (1311.0623) mask_bce 0.2321 (0.2507) mask_dice 0.8698 (0.8488) mem 21940MB +[2025-12-25 09:32:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1510/1573] eta 0:00:52 lr 0.000009 time 0.4200 (0.8355) loss 1286.6879 (1312.2317) grad_norm 186.9354 (222.7638) embed_mse 1285.5939 (1311.1322) mask_bce 0.2511 (0.2506) mask_dice 0.8429 (0.8489) mem 21940MB +[2025-12-25 09:32:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1520/1573] eta 0:00:44 lr 0.000009 time 0.4409 (0.8364) loss 1261.7389 (1312.2765) grad_norm 189.2261 (222.7773) embed_mse 1260.6364 (1311.1770) mask_bce 0.2772 (0.2506) mask_dice 0.8253 (0.8488) mem 21940MB +[2025-12-25 09:32:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1530/1573] eta 0:00:36 lr 0.000009 time 0.4205 (0.8372) loss 1305.5857 (1312.2591) grad_norm 162.4768 (222.4616) embed_mse 1304.4814 (1311.1596) mask_bce 0.2563 (0.2506) mask_dice 0.8479 (0.8489) mem 21940MB +[2025-12-25 09:33:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1540/1573] eta 0:00:27 lr 0.000009 time 0.4175 (0.8366) loss 1301.5603 (1312.1461) grad_norm 157.9071 (222.1254) embed_mse 1300.4957 (1311.0466) mask_bce 0.2250 (0.2506) mask_dice 0.8397 (0.8488) mem 21940MB +[2025-12-25 09:33:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1550/1573] eta 0:00:19 lr 0.000009 time 0.4209 (0.8372) loss 1331.4170 (1312.0083) grad_norm 198.6474 (222.0037) embed_mse 1330.3420 (1310.9090) mask_bce 0.2196 (0.2506) mask_dice 0.8553 (0.8488) mem 21940MB +[2025-12-25 09:33:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1560/1573] eta 0:00:10 lr 0.000009 time 0.4291 (0.8351) loss 1365.5222 (1311.9339) grad_norm 246.8232 (221.8983) embed_mse 1364.4493 (1310.8345) mask_bce 0.2354 (0.2506) mask_dice 0.8375 (0.8488) mem 21940MB +[2025-12-25 09:33:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1570/1573] eta 0:00:02 lr 0.000009 time 0.4234 (0.8339) loss 1264.2626 (1311.8803) grad_norm 245.7507 (222.0199) embed_mse 1263.1771 (1310.7810) mask_bce 0.2052 (0.2505) mask_dice 0.8802 (0.8488) mem 21940MB +[2025-12-25 09:33:29 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 21 training takes 0:21:53 +[2025-12-25 09:33:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][0/1573] eta 2:58:57 lr 0.000009 time 6.8259 (6.8259) loss 1265.6713 (1265.6713) grad_norm 0.0000 (0.0000) embed_mse 1264.5801 (1264.5801) mask_bce 0.2349 (0.2349) mask_dice 0.8562 (0.8562) mem 21940MB +[2025-12-25 09:33:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][10/1573] eta 0:28:27 lr 0.000009 time 0.4265 (1.0923) loss 1245.6755 (1305.0872) grad_norm 244.3473 (244.3473) embed_mse 1244.5835 (1303.9916) mask_bce 0.2554 (0.2495) mask_dice 0.8366 (0.8462) mem 21940MB +[2025-12-25 09:33:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][20/1573] eta 0:24:14 lr 0.000009 time 0.4258 (0.9364) loss 1298.5898 (1307.9875) grad_norm 311.9875 (278.1674) embed_mse 1297.4481 (1306.8857) mask_bce 0.2913 (0.2556) mask_dice 0.8505 (0.8462) mem 21940MB +[2025-12-25 09:34:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][30/1573] eta 0:27:17 lr 0.000009 time 0.4281 (1.0610) loss 1387.8116 (1312.1053) grad_norm 166.1535 (240.8295) embed_mse 1386.6918 (1311.0072) mask_bce 0.2704 (0.2527) mask_dice 0.8495 (0.8453) mem 21940MB +[2025-12-25 09:34:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][40/1573] eta 0:27:07 lr 0.000009 time 0.4262 (1.0616) loss 1367.2697 (1312.1034) grad_norm 198.2630 (217.0445) embed_mse 1366.1776 (1311.0064) mask_bce 0.2612 (0.2518) mask_dice 0.8308 (0.8452) mem 21940MB +[2025-12-25 09:34:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][50/1573] eta 0:23:47 lr 0.000009 time 0.4235 (0.9372) loss 1316.2639 (1310.2607) grad_norm 384.0654 (244.8813) embed_mse 1315.1781 (1309.1626) mask_bce 0.2076 (0.2517) mask_dice 0.8782 (0.8464) mem 21940MB +[2025-12-25 09:34:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][60/1573] eta 0:22:14 lr 0.000009 time 0.4287 (0.8821) loss 1285.5582 (1311.5057) grad_norm 170.0149 (234.1861) embed_mse 1284.4351 (1310.4086) mask_bce 0.2538 (0.2489) mask_dice 0.8694 (0.8481) mem 21940MB +[2025-12-25 09:34:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][70/1573] eta 0:23:12 lr 0.000009 time 0.4276 (0.9267) loss 1307.9431 (1311.8733) grad_norm 318.1917 (244.6868) embed_mse 1306.7743 (1310.7756) mask_bce 0.3266 (0.2489) mask_dice 0.8423 (0.8487) mem 21940MB +[2025-12-25 09:34:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][80/1573] eta 0:21:32 lr 0.000009 time 0.4220 (0.8659) loss 1260.5125 (1312.0563) grad_norm 458.0814 (268.1435) embed_mse 1259.4352 (1310.9582) mask_bce 0.2267 (0.2499) mask_dice 0.8505 (0.8482) mem 21940MB +[2025-12-25 09:34:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][90/1573] eta 0:20:46 lr 0.000009 time 0.4259 (0.8405) loss 1310.0970 (1314.2780) grad_norm 353.0345 (275.8609) embed_mse 1309.0117 (1313.1801) mask_bce 0.2400 (0.2501) mask_dice 0.8454 (0.8478) mem 21940MB +[2025-12-25 09:34:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][100/1573] eta 0:21:29 lr 0.000009 time 5.3543 (0.8753) loss 1340.5454 (1314.5706) grad_norm 145.1795 (264.9708) embed_mse 1339.4337 (1313.4729) mask_bce 0.2926 (0.2508) mask_dice 0.8191 (0.8468) mem 21940MB +[2025-12-25 09:35:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][110/1573] eta 0:20:42 lr 0.000009 time 0.4255 (0.8493) loss 1297.8398 (1313.7751) grad_norm 208.7474 (260.6459) embed_mse 1296.7389 (1312.6780) mask_bce 0.2560 (0.2504) mask_dice 0.8450 (0.8467) mem 21940MB +[2025-12-25 09:35:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][120/1573] eta 0:20:22 lr 0.000009 time 3.6607 (0.8412) loss 1292.5884 (1313.1779) grad_norm 230.0425 (253.0674) embed_mse 1291.5054 (1312.0810) mask_bce 0.2466 (0.2500) mask_dice 0.8365 (0.8469) mem 21940MB +[2025-12-25 09:35:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][130/1573] eta 0:19:33 lr 0.000009 time 0.4287 (0.8133) loss 1289.0598 (1312.9602) grad_norm 167.3938 (247.7128) embed_mse 1287.9373 (1311.8622) mask_bce 0.2815 (0.2506) mask_dice 0.8411 (0.8474) mem 21940MB +[2025-12-25 09:35:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][140/1573] eta 0:18:58 lr 0.000009 time 0.4544 (0.7944) loss 1308.6133 (1314.0970) grad_norm 259.8259 (248.4253) embed_mse 1307.5249 (1312.9999) mask_bce 0.2561 (0.2494) mask_dice 0.8322 (0.8476) mem 21940MB +[2025-12-25 09:35:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][150/1573] eta 0:18:18 lr 0.000009 time 0.4189 (0.7723) loss 1284.5597 (1313.2730) grad_norm 200.1315 (245.7423) embed_mse 1283.4736 (1312.1762) mask_bce 0.2382 (0.2489) mask_dice 0.8478 (0.8479) mem 21940MB +[2025-12-25 09:35:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][160/1573] eta 0:18:19 lr 0.000009 time 1.2796 (0.7781) loss 1301.8119 (1312.5694) grad_norm 370.2420 (255.1728) embed_mse 1300.7162 (1311.4727) mask_bce 0.2548 (0.2489) mask_dice 0.8410 (0.8478) mem 21940MB +[2025-12-25 09:35:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][170/1573] eta 0:18:14 lr 0.000009 time 0.4212 (0.7803) loss 1287.8374 (1312.1681) grad_norm 193.6644 (252.2439) embed_mse 1286.7638 (1311.0721) mask_bce 0.2318 (0.2482) mask_dice 0.8418 (0.8477) mem 21940MB +[2025-12-25 09:35:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][180/1573] eta 0:17:52 lr 0.000009 time 0.4273 (0.7699) loss 1325.8441 (1312.5122) grad_norm 154.5145 (247.8016) embed_mse 1324.7173 (1311.4157) mask_bce 0.2951 (0.2492) mask_dice 0.8316 (0.8474) mem 21940MB +[2025-12-25 09:35:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][190/1573] eta 0:17:38 lr 0.000009 time 0.4225 (0.7657) loss 1349.3141 (1311.8829) grad_norm 284.6165 (249.4023) embed_mse 1348.2424 (1310.7831) mask_bce 0.2085 (0.2525) mask_dice 0.8632 (0.8473) mem 21940MB +[2025-12-25 09:36:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][200/1573] eta 0:18:19 lr 0.000009 time 6.0681 (0.8009) loss 1314.5305 (1311.7461) grad_norm 194.0984 (243.7133) embed_mse 1313.2552 (1310.6458) mask_bce 0.4064 (0.2527) mask_dice 0.8689 (0.8476) mem 21940MB +[2025-12-25 09:36:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][210/1573] eta 0:18:03 lr 0.000009 time 0.4203 (0.7946) loss 1322.1921 (1311.7366) grad_norm 178.3594 (241.1997) embed_mse 1321.0947 (1310.6367) mask_bce 0.2568 (0.2525) mask_dice 0.8406 (0.8474) mem 21940MB +[2025-12-25 09:36:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][220/1573] eta 0:17:32 lr 0.000009 time 0.4187 (0.7777) loss 1371.8434 (1311.7555) grad_norm 157.0630 (238.0835) embed_mse 1370.7449 (1310.6560) mask_bce 0.2339 (0.2518) mask_dice 0.8646 (0.8477) mem 21940MB +[2025-12-25 09:36:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][230/1573] eta 0:17:39 lr 0.000009 time 0.4165 (0.7888) loss 1276.2938 (1310.9462) grad_norm 285.5303 (239.7781) embed_mse 1275.1549 (1309.8466) mask_bce 0.2906 (0.2516) mask_dice 0.8482 (0.8479) mem 21940MB +[2025-12-25 09:36:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][240/1573] eta 0:17:49 lr 0.000009 time 0.9726 (0.8021) loss 1308.2577 (1310.8442) grad_norm 183.0779 (238.0982) embed_mse 1307.1703 (1309.7441) mask_bce 0.2477 (0.2522) mask_dice 0.8397 (0.8478) mem 21940MB +[2025-12-25 09:36:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][250/1573] eta 0:17:32 lr 0.000009 time 0.4346 (0.7958) loss 1306.9105 (1310.4027) grad_norm 208.7481 (237.1514) embed_mse 1305.8180 (1309.3031) mask_bce 0.2466 (0.2517) mask_dice 0.8459 (0.8478) mem 21940MB +[2025-12-25 09:36:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][260/1573] eta 0:17:15 lr 0.000009 time 0.4230 (0.7889) loss 1317.6292 (1310.7412) grad_norm 194.6716 (235.8239) embed_mse 1316.5427 (1309.6414) mask_bce 0.2372 (0.2519) mask_dice 0.8492 (0.8478) mem 21940MB +[2025-12-25 09:37:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][270/1573] eta 0:16:58 lr 0.000009 time 0.4207 (0.7820) loss 1343.5394 (1311.2428) grad_norm 190.5598 (234.4523) embed_mse 1342.4556 (1310.1433) mask_bce 0.2530 (0.2516) mask_dice 0.8310 (0.8479) mem 21940MB +[2025-12-25 09:37:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][280/1573] eta 0:16:41 lr 0.000009 time 1.0088 (0.7743) loss 1387.1434 (1311.7301) grad_norm 231.3719 (232.1618) embed_mse 1386.0325 (1310.6305) mask_bce 0.2649 (0.2514) mask_dice 0.8461 (0.8481) mem 21940MB +[2025-12-25 09:37:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][290/1573] eta 0:16:21 lr 0.000009 time 0.4168 (0.7652) loss 1339.5327 (1311.9803) grad_norm 197.7839 (231.2069) embed_mse 1338.4210 (1310.8807) mask_bce 0.2785 (0.2515) mask_dice 0.8332 (0.8480) mem 21940MB +[2025-12-25 09:37:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][300/1573] eta 0:16:17 lr 0.000009 time 3.8998 (0.7677) loss 1268.6138 (1311.8580) grad_norm 176.8734 (229.7384) embed_mse 1267.5270 (1310.7574) mask_bce 0.2270 (0.2523) mask_dice 0.8598 (0.8483) mem 21940MB +[2025-12-25 09:37:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][310/1573] eta 0:16:06 lr 0.000009 time 0.4451 (0.7650) loss 1263.3982 (1311.8112) grad_norm 288.0385 (231.2726) embed_mse 1262.2977 (1310.7108) mask_bce 0.2583 (0.2520) mask_dice 0.8421 (0.8483) mem 21940MB +[2025-12-25 09:37:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][320/1573] eta 0:16:06 lr 0.000009 time 0.4339 (0.7715) loss 1251.8373 (1311.7331) grad_norm 233.8883 (230.2487) embed_mse 1250.7227 (1310.6323) mask_bce 0.2906 (0.2528) mask_dice 0.8240 (0.8480) mem 21940MB +[2025-12-25 09:37:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][330/1573] eta 0:15:57 lr 0.000009 time 0.4198 (0.7705) loss 1313.6497 (1311.1192) grad_norm 274.8397 (231.3363) embed_mse 1312.5133 (1310.0181) mask_bce 0.2759 (0.2529) mask_dice 0.8605 (0.8482) mem 21940MB +[2025-12-25 09:37:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][340/1573] eta 0:16:00 lr 0.000009 time 0.4237 (0.7794) loss 1330.3148 (1311.1311) grad_norm 201.3207 (230.6216) embed_mse 1329.2268 (1310.0302) mask_bce 0.2560 (0.2527) mask_dice 0.8321 (0.8482) mem 21940MB +[2025-12-25 09:37:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][350/1573] eta 0:15:42 lr 0.000009 time 0.4179 (0.7704) loss 1261.0183 (1311.0336) grad_norm 265.3092 (231.4283) embed_mse 1259.9323 (1309.9329) mask_bce 0.2440 (0.2525) mask_dice 0.8421 (0.8482) mem 21940MB +[2025-12-25 09:38:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][360/1573] eta 0:15:23 lr 0.000009 time 0.4219 (0.7614) loss 1289.6659 (1310.7528) grad_norm 281.4826 (230.8916) embed_mse 1288.5447 (1309.6523) mask_bce 0.2982 (0.2523) mask_dice 0.8230 (0.8482) mem 21940MB +[2025-12-25 09:38:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][370/1573] eta 0:15:12 lr 0.000009 time 0.4272 (0.7582) loss 1299.3805 (1310.9753) grad_norm 178.0903 (229.7437) embed_mse 1298.3073 (1309.8747) mask_bce 0.2015 (0.2522) mask_dice 0.8719 (0.8484) mem 21940MB +[2025-12-25 09:38:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][380/1573] eta 0:15:35 lr 0.000009 time 4.9438 (0.7839) loss 1331.3958 (1310.6007) grad_norm 141.0124 (227.8558) embed_mse 1330.3138 (1309.5000) mask_bce 0.2360 (0.2524) mask_dice 0.8460 (0.8483) mem 21940MB +[2025-12-25 09:38:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][390/1573] eta 0:15:28 lr 0.000009 time 0.4743 (0.7852) loss 1328.5399 (1311.0755) grad_norm 174.9938 (226.7545) embed_mse 1327.4661 (1309.9751) mask_bce 0.2202 (0.2521) mask_dice 0.8536 (0.8483) mem 21940MB +[2025-12-25 09:38:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][400/1573] eta 0:15:10 lr 0.000009 time 0.4164 (0.7762) loss 1271.1368 (1310.7079) grad_norm 225.6218 (227.7334) embed_mse 1270.0000 (1309.6078) mask_bce 0.2914 (0.2517) mask_dice 0.8453 (0.8484) mem 21940MB +[2025-12-25 09:38:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][410/1573] eta 0:15:11 lr 0.000008 time 0.4235 (0.7835) loss 1333.9346 (1310.3821) grad_norm 171.4355 (226.6295) embed_mse 1332.8387 (1309.2820) mask_bce 0.2416 (0.2517) mask_dice 0.8542 (0.8483) mem 21940MB +[2025-12-25 09:38:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][420/1573] eta 0:14:53 lr 0.000008 time 0.4348 (0.7752) loss 1335.8416 (1310.1149) grad_norm 215.9370 (226.4239) embed_mse 1334.7476 (1309.0147) mask_bce 0.2423 (0.2520) mask_dice 0.8516 (0.8481) mem 21940MB +[2025-12-25 09:39:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][430/1573] eta 0:14:36 lr 0.000008 time 0.4244 (0.7671) loss 1268.5452 (1309.9348) grad_norm 191.3415 (225.7620) embed_mse 1267.4653 (1308.8349) mask_bce 0.2359 (0.2519) mask_dice 0.8440 (0.8481) mem 21940MB +[2025-12-25 09:39:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][440/1573] eta 0:14:38 lr 0.000008 time 0.4305 (0.7756) loss 1333.5726 (1310.3034) grad_norm 227.1804 (224.6714) embed_mse 1332.4712 (1309.2033) mask_bce 0.2331 (0.2521) mask_dice 0.8683 (0.8481) mem 21940MB +[2025-12-25 09:39:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][450/1573] eta 0:14:27 lr 0.000008 time 0.4148 (0.7725) loss 1330.8229 (1310.2690) grad_norm 200.8082 (224.2453) embed_mse 1329.7041 (1309.1688) mask_bce 0.2818 (0.2522) mask_dice 0.8369 (0.8480) mem 21940MB +[2025-12-25 09:39:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][460/1573] eta 0:14:15 lr 0.000008 time 0.4212 (0.7688) loss 1322.6144 (1310.4431) grad_norm 172.7905 (223.3426) embed_mse 1321.5344 (1309.3430) mask_bce 0.2061 (0.2518) mask_dice 0.8738 (0.8482) mem 21940MB +[2025-12-25 09:39:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][470/1573] eta 0:14:10 lr 0.000008 time 0.4341 (0.7712) loss 1378.6295 (1310.6532) grad_norm 166.3891 (222.3606) embed_mse 1377.5258 (1309.5531) mask_bce 0.2581 (0.2522) mask_dice 0.8456 (0.8480) mem 21940MB +[2025-12-25 09:39:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][480/1573] eta 0:13:56 lr 0.000008 time 0.4192 (0.7656) loss 1318.5321 (1310.6021) grad_norm 182.7063 (221.3704) embed_mse 1317.4253 (1309.5018) mask_bce 0.2716 (0.2524) mask_dice 0.8352 (0.8478) mem 21940MB +[2025-12-25 09:39:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][490/1573] eta 0:13:48 lr 0.000008 time 0.4188 (0.7646) loss 1255.2622 (1310.4027) grad_norm 251.9399 (221.8716) embed_mse 1254.1348 (1309.3024) mask_bce 0.2783 (0.2522) mask_dice 0.8491 (0.8481) mem 21940MB +[2025-12-25 09:39:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][500/1573] eta 0:13:37 lr 0.000008 time 0.4175 (0.7619) loss 1331.0005 (1310.3212) grad_norm 179.8772 (221.1942) embed_mse 1329.8973 (1309.2209) mask_bce 0.2572 (0.2522) mask_dice 0.8460 (0.8482) mem 21940MB +[2025-12-25 09:40:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][510/1573] eta 0:13:38 lr 0.000008 time 0.4171 (0.7698) loss 1240.9291 (1310.6317) grad_norm 146.1858 (220.0036) embed_mse 1239.8224 (1309.5315) mask_bce 0.2542 (0.2521) mask_dice 0.8525 (0.8481) mem 21940MB +[2025-12-25 09:40:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][520/1573] eta 0:13:29 lr 0.000008 time 0.4175 (0.7684) loss 1244.7499 (1311.0345) grad_norm 187.5038 (219.0437) embed_mse 1243.6494 (1309.9344) mask_bce 0.2588 (0.2520) mask_dice 0.8417 (0.8481) mem 21940MB +[2025-12-25 09:40:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][530/1573] eta 0:13:21 lr 0.000008 time 0.4194 (0.7684) loss 1338.4287 (1311.2448) grad_norm 174.1321 (218.3632) embed_mse 1337.3512 (1310.1447) mask_bce 0.2056 (0.2520) mask_dice 0.8719 (0.8481) mem 21940MB +[2025-12-25 09:40:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][540/1573] eta 0:13:16 lr 0.000008 time 0.4212 (0.7709) loss 1384.6622 (1311.5051) grad_norm 185.7739 (217.8768) embed_mse 1383.5616 (1310.4050) mask_bce 0.2583 (0.2521) mask_dice 0.8422 (0.8480) mem 21940MB +[2025-12-25 09:40:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][550/1573] eta 0:13:04 lr 0.000008 time 0.4177 (0.7672) loss 1311.9304 (1311.5696) grad_norm 295.2671 (219.0149) embed_mse 1310.8212 (1310.4696) mask_bce 0.2769 (0.2520) mask_dice 0.8322 (0.8480) mem 21940MB +[2025-12-25 09:40:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][560/1573] eta 0:12:51 lr 0.000008 time 0.4205 (0.7614) loss 1326.9425 (1311.9520) grad_norm 172.0831 (218.4878) embed_mse 1325.7905 (1310.8521) mask_bce 0.3263 (0.2518) mask_dice 0.8257 (0.8481) mem 21940MB +[2025-12-25 09:40:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][570/1573] eta 0:12:43 lr 0.000008 time 0.4197 (0.7609) loss 1273.7020 (1311.6584) grad_norm 190.9536 (218.1000) embed_mse 1272.6055 (1310.5587) mask_bce 0.2465 (0.2517) mask_dice 0.8500 (0.8481) mem 21940MB +[2025-12-25 09:40:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][580/1573] eta 0:12:29 lr 0.000008 time 0.4169 (0.7550) loss 1306.1594 (1311.8877) grad_norm 191.1461 (217.7257) embed_mse 1305.0574 (1310.7880) mask_bce 0.2566 (0.2515) mask_dice 0.8455 (0.8482) mem 21940MB +[2025-12-25 09:40:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][590/1573] eta 0:12:25 lr 0.000008 time 0.9129 (0.7584) loss 1288.0466 (1311.9736) grad_norm 257.5608 (218.2713) embed_mse 1286.9279 (1310.8738) mask_bce 0.2785 (0.2515) mask_dice 0.8404 (0.8483) mem 21940MB +[2025-12-25 09:41:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][600/1573] eta 0:12:14 lr 0.000008 time 0.4165 (0.7552) loss 1372.2123 (1312.2397) grad_norm 187.9445 (217.4118) embed_mse 1371.1259 (1311.1400) mask_bce 0.2524 (0.2514) mask_dice 0.8340 (0.8483) mem 21940MB +[2025-12-25 09:41:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][610/1573] eta 0:12:13 lr 0.000008 time 0.4301 (0.7615) loss 1312.1249 (1312.3915) grad_norm 169.7236 (216.7844) embed_mse 1311.0303 (1311.2918) mask_bce 0.2251 (0.2513) mask_dice 0.8695 (0.8483) mem 21940MB +[2025-12-25 09:41:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][620/1573] eta 0:12:02 lr 0.000008 time 0.4260 (0.7576) loss 1317.8014 (1312.5877) grad_norm 218.0000 (216.8001) embed_mse 1316.6973 (1311.4882) mask_bce 0.2378 (0.2512) mask_dice 0.8663 (0.8483) mem 21940MB +[2025-12-25 09:41:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][630/1573] eta 0:11:56 lr 0.000008 time 0.4329 (0.7593) loss 1262.2561 (1312.7872) grad_norm 229.7760 (216.9665) embed_mse 1261.1727 (1311.6878) mask_bce 0.2044 (0.2510) mask_dice 0.8790 (0.8484) mem 21940MB +[2025-12-25 09:41:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][640/1573] eta 0:11:43 lr 0.000008 time 0.4174 (0.7541) loss 1337.9700 (1312.9412) grad_norm 174.3723 (216.3606) embed_mse 1336.8787 (1311.8417) mask_bce 0.2369 (0.2511) mask_dice 0.8545 (0.8484) mem 21940MB +[2025-12-25 09:41:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][650/1573] eta 0:11:34 lr 0.000008 time 0.4528 (0.7522) loss 1308.0135 (1313.1930) grad_norm 161.8393 (215.6875) embed_mse 1306.8209 (1312.0934) mask_bce 0.3062 (0.2511) mask_dice 0.8865 (0.8484) mem 21940MB +[2025-12-25 09:41:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][660/1573] eta 0:11:22 lr 0.000008 time 0.4164 (0.7476) loss 1292.4347 (1312.9875) grad_norm 177.0317 (215.2161) embed_mse 1291.3774 (1311.8881) mask_bce 0.1885 (0.2509) mask_dice 0.8688 (0.8486) mem 21940MB +[2025-12-25 09:41:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][670/1573] eta 0:11:14 lr 0.000008 time 0.4186 (0.7471) loss 1307.7057 (1313.0328) grad_norm 207.5819 (215.1241) embed_mse 1306.6357 (1311.9331) mask_bce 0.2209 (0.2512) mask_dice 0.8491 (0.8485) mem 21940MB +[2025-12-25 09:41:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][680/1573] eta 0:11:08 lr 0.000008 time 0.4224 (0.7484) loss 1312.4652 (1312.6563) grad_norm 318.1581 (216.3929) embed_mse 1311.3689 (1311.5568) mask_bce 0.2357 (0.2510) mask_dice 0.8606 (0.8485) mem 21940MB +[2025-12-25 09:42:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][690/1573] eta 0:10:58 lr 0.000008 time 2.2316 (0.7463) loss 1279.2079 (1312.1462) grad_norm 203.6789 (216.2450) embed_mse 1278.0596 (1311.0468) mask_bce 0.2976 (0.2510) mask_dice 0.8507 (0.8484) mem 21940MB +[2025-12-25 09:42:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][700/1573] eta 0:10:51 lr 0.000008 time 0.4145 (0.7462) loss 1282.3434 (1312.3437) grad_norm 166.7113 (215.6757) embed_mse 1281.2637 (1311.2443) mask_bce 0.2322 (0.2510) mask_dice 0.8475 (0.8484) mem 21940MB +[2025-12-25 09:42:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][710/1573] eta 0:10:40 lr 0.000008 time 0.4226 (0.7417) loss 1295.1189 (1312.3997) grad_norm 193.7890 (215.4270) embed_mse 1294.0447 (1311.3001) mask_bce 0.2209 (0.2512) mask_dice 0.8533 (0.8484) mem 21940MB +[2025-12-25 09:42:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][720/1573] eta 0:10:32 lr 0.000008 time 0.4207 (0.7410) loss 1284.5209 (1312.3115) grad_norm 316.9909 (216.5871) embed_mse 1283.4012 (1311.2120) mask_bce 0.3008 (0.2513) mask_dice 0.8188 (0.8483) mem 21940MB +[2025-12-25 09:42:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][730/1573] eta 0:10:24 lr 0.000008 time 0.4418 (0.7408) loss 1288.9559 (1312.3593) grad_norm 214.8688 (216.5682) embed_mse 1287.8849 (1311.2599) mask_bce 0.2160 (0.2511) mask_dice 0.8550 (0.8483) mem 21940MB +[2025-12-25 09:42:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][740/1573] eta 0:10:15 lr 0.000008 time 0.4220 (0.7385) loss 1276.4280 (1312.1679) grad_norm 140.7761 (215.7443) embed_mse 1275.3318 (1311.0686) mask_bce 0.2260 (0.2509) mask_dice 0.8701 (0.8484) mem 21940MB +[2025-12-25 09:42:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][750/1573] eta 0:10:10 lr 0.000008 time 0.4188 (0.7423) loss 1258.9304 (1311.9127) grad_norm 266.0432 (216.2852) embed_mse 1257.8341 (1310.8135) mask_bce 0.2532 (0.2508) mask_dice 0.8432 (0.8484) mem 21940MB +[2025-12-25 09:42:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][760/1573] eta 0:10:03 lr 0.000008 time 2.2429 (0.7429) loss 1296.2981 (1312.0209) grad_norm 205.6922 (216.0003) embed_mse 1295.1953 (1310.9214) mask_bce 0.2879 (0.2511) mask_dice 0.8150 (0.8484) mem 21940MB +[2025-12-25 09:43:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][770/1573] eta 0:09:55 lr 0.000008 time 0.4175 (0.7420) loss 1325.4387 (1312.1889) grad_norm 277.9966 (216.6461) embed_mse 1324.3625 (1311.0895) mask_bce 0.2464 (0.2510) mask_dice 0.8298 (0.8484) mem 21940MB +[2025-12-25 09:43:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][780/1573] eta 0:09:50 lr 0.000008 time 0.4185 (0.7449) loss 1363.5936 (1312.2729) grad_norm 193.6845 (216.4093) embed_mse 1362.5144 (1311.1736) mask_bce 0.2490 (0.2510) mask_dice 0.8302 (0.8484) mem 21940MB +[2025-12-25 09:43:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][790/1573] eta 0:09:41 lr 0.000008 time 0.4153 (0.7424) loss 1337.7631 (1312.4648) grad_norm 155.5717 (215.7886) embed_mse 1336.6735 (1311.3654) mask_bce 0.2558 (0.2510) mask_dice 0.8338 (0.8484) mem 21940MB +[2025-12-25 09:43:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][800/1573] eta 0:09:34 lr 0.000008 time 0.4453 (0.7429) loss 1273.2732 (1312.5156) grad_norm 170.4480 (215.5070) embed_mse 1272.1744 (1311.4161) mask_bce 0.2655 (0.2511) mask_dice 0.8332 (0.8483) mem 21940MB +[2025-12-25 09:43:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][810/1573] eta 0:09:24 lr 0.000008 time 0.4180 (0.7403) loss 1287.8087 (1312.5771) grad_norm 192.1845 (215.2761) embed_mse 1286.7018 (1311.4776) mask_bce 0.2767 (0.2513) mask_dice 0.8302 (0.8482) mem 21940MB +[2025-12-25 09:43:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][820/1573] eta 0:09:18 lr 0.000008 time 0.4168 (0.7422) loss 1339.1841 (1312.5320) grad_norm 164.8143 (214.7814) embed_mse 1338.0834 (1311.4327) mask_bce 0.2349 (0.2511) mask_dice 0.8659 (0.8482) mem 21940MB +[2025-12-25 09:43:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][830/1573] eta 0:09:10 lr 0.000008 time 0.4395 (0.7411) loss 1313.4073 (1312.5746) grad_norm 189.1790 (214.5328) embed_mse 1312.3204 (1311.4750) mask_bce 0.2490 (0.2514) mask_dice 0.8378 (0.8482) mem 21940MB +[2025-12-25 09:43:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][840/1573] eta 0:09:03 lr 0.000008 time 0.4153 (0.7420) loss 1319.0741 (1312.7519) grad_norm 188.5743 (214.2774) embed_mse 1317.9810 (1311.6523) mask_bce 0.2389 (0.2514) mask_dice 0.8543 (0.8482) mem 21940MB +[2025-12-25 09:44:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][850/1573] eta 0:08:56 lr 0.000008 time 2.2850 (0.7423) loss 1246.7520 (1312.7965) grad_norm 249.6960 (214.6115) embed_mse 1245.6588 (1311.6969) mask_bce 0.2766 (0.2516) mask_dice 0.8165 (0.8481) mem 21940MB +[2025-12-25 09:44:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][860/1573] eta 0:08:46 lr 0.000008 time 0.4278 (0.7388) loss 1349.6685 (1312.8693) grad_norm 243.9316 (214.8855) embed_mse 1348.5186 (1311.7695) mask_bce 0.2986 (0.2517) mask_dice 0.8513 (0.8481) mem 21940MB +[2025-12-25 09:44:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][870/1573] eta 0:08:39 lr 0.000008 time 0.4179 (0.7390) loss 1305.1031 (1313.1604) grad_norm 197.8933 (214.7282) embed_mse 1303.9458 (1312.0606) mask_bce 0.3118 (0.2517) mask_dice 0.8455 (0.8481) mem 21940MB +[2025-12-25 09:44:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][880/1573] eta 0:08:29 lr 0.000008 time 0.4152 (0.7354) loss 1367.6497 (1313.0182) grad_norm 260.0203 (214.7360) embed_mse 1366.5605 (1311.9185) mask_bce 0.2422 (0.2516) mask_dice 0.8469 (0.8481) mem 21940MB +[2025-12-25 09:44:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][890/1573] eta 0:08:20 lr 0.000008 time 0.4166 (0.7334) loss 1331.0977 (1312.9126) grad_norm 146.5260 (214.1215) embed_mse 1330.0184 (1311.8129) mask_bce 0.2249 (0.2517) mask_dice 0.8543 (0.8480) mem 21940MB +[2025-12-25 09:44:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][900/1573] eta 0:08:11 lr 0.000008 time 0.4245 (0.7305) loss 1308.7352 (1313.0432) grad_norm 235.3659 (214.3111) embed_mse 1307.6566 (1311.9432) mask_bce 0.2318 (0.2520) mask_dice 0.8468 (0.8481) mem 21940MB +[2025-12-25 09:44:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][910/1573] eta 0:08:03 lr 0.000008 time 2.0614 (0.7295) loss 1299.7501 (1313.0673) grad_norm 263.1558 (214.7434) embed_mse 1298.6487 (1311.9673) mask_bce 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09:45:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][950/1573] eta 0:07:32 lr 0.000008 time 0.4220 (0.7270) loss 1294.2579 (1313.2275) grad_norm 330.1321 (215.1965) embed_mse 1293.1681 (1312.1274) mask_bce 0.2204 (0.2521) mask_dice 0.8695 (0.8480) mem 21940MB +[2025-12-25 09:45:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][960/1573] eta 0:07:24 lr 0.000008 time 0.4213 (0.7245) loss 1320.1016 (1313.2941) grad_norm 200.4483 (214.7283) embed_mse 1319.0078 (1312.1941) mask_bce 0.2385 (0.2521) mask_dice 0.8552 (0.8479) mem 21940MB +[2025-12-25 09:45:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][970/1573] eta 0:07:17 lr 0.000008 time 0.4217 (0.7252) loss 1313.8339 (1313.1799) grad_norm 273.1891 (215.2114) embed_mse 1312.7490 (1312.0799) mask_bce 0.2381 (0.2521) mask_dice 0.8467 (0.8479) mem 21940MB +[2025-12-25 09:45:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][980/1573] eta 0:07:08 lr 0.000008 time 0.4244 (0.7234) loss 1282.1946 (1313.0005) grad_norm 195.3232 (215.0484) embed_mse 1281.1180 (1311.9005) mask_bce 0.2364 (0.2521) mask_dice 0.8402 (0.8479) mem 21940MB +[2025-12-25 09:45:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][990/1573] eta 0:07:00 lr 0.000008 time 0.4210 (0.7219) loss 1281.8055 (1312.9364) grad_norm 214.8193 (215.0466) embed_mse 1280.6952 (1311.8364) mask_bce 0.2629 (0.2521) mask_dice 0.8475 (0.8479) mem 21940MB +[2025-12-25 09:45:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1000/1573] eta 0:06:51 lr 0.000008 time 0.4175 (0.7190) loss 1275.0557 (1312.9551) grad_norm 150.0031 (214.1287) embed_mse 1273.9536 (1311.8551) mask_bce 0.2474 (0.2521) mask_dice 0.8546 (0.8478) mem 21940MB +[2025-12-25 09:45:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1010/1573] eta 0:06:44 lr 0.000008 time 0.5716 (0.7180) loss 1279.2655 (1313.0214) grad_norm 204.6713 (214.0537) embed_mse 1278.1505 (1311.9214) mask_bce 0.2599 (0.2521) mask_dice 0.8551 (0.8479) mem 21940MB +[2025-12-25 09:45:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1020/1573] eta 0:06:39 lr 0.000008 time 2.0146 (0.7216) loss 1317.1106 (1313.0471) grad_norm 212.6972 (214.0430) embed_mse 1316.0269 (1311.9471) mask_bce 0.2211 (0.2522) mask_dice 0.8626 (0.8478) mem 21940MB +[2025-12-25 09:45:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1030/1573] eta 0:06:32 lr 0.000008 time 0.4222 (0.7233) loss 1219.0159 (1312.8545) grad_norm 208.5907 (214.0004) embed_mse 1217.9141 (1311.7546) mask_bce 0.2593 (0.2522) mask_dice 0.8426 (0.8477) mem 21940MB +[2025-12-25 09:45:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1040/1573] eta 0:06:23 lr 0.000008 time 0.4251 (0.7204) loss 1326.1161 (1312.8571) grad_norm 148.6444 (213.6441) embed_mse 1325.0360 (1311.7574) mask_bce 0.2328 (0.2520) mask_dice 0.8473 (0.8478) mem 21940MB +[2025-12-25 09:46:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1050/1573] eta 0:06:17 lr 0.000008 time 0.4225 (0.7226) loss 1383.6853 (1312.9249) grad_norm 196.7017 (213.5147) embed_mse 1382.5896 (1311.8252) mask_bce 0.2300 (0.2520) mask_dice 0.8658 (0.8478) mem 21940MB +[2025-12-25 09:46:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1060/1573] eta 0:06:09 lr 0.000008 time 0.4328 (0.7198) loss 1317.8793 (1313.0118) grad_norm 152.2408 (213.0505) embed_mse 1316.7677 (1311.9121) mask_bce 0.2723 (0.2519) mask_dice 0.8392 (0.8478) mem 21940MB +[2025-12-25 09:46:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1070/1573] eta 0:06:01 lr 0.000008 time 0.4216 (0.7192) loss 1277.5647 (1312.9221) grad_norm 178.5638 (212.7912) embed_mse 1276.4875 (1311.8226) mask_bce 0.2163 (0.2517) mask_dice 0.8608 (0.8478) mem 21940MB +[2025-12-25 09:46:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1080/1573] eta 0:05:54 lr 0.000008 time 0.4171 (0.7200) loss 1314.8467 (1312.9380) grad_norm 241.5155 (213.0201) embed_mse 1313.7186 (1311.8382) mask_bce 0.2885 (0.2519) mask_dice 0.8395 (0.8478) mem 21940MB +[2025-12-25 09:46:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1090/1573] eta 0:05:47 lr 0.000008 time 0.4223 (0.7203) loss 1313.5703 (1312.9863) grad_norm 167.4042 (212.6847) embed_mse 1312.4297 (1311.8866) mask_bce 0.3039 (0.2520) mask_dice 0.8367 (0.8478) mem 21940MB +[2025-12-25 09:46:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1100/1573] eta 0:05:39 lr 0.000008 time 0.9968 (0.7182) loss 1323.6890 (1312.9841) grad_norm 219.6155 (212.7353) embed_mse 1322.6240 (1311.8844) mask_bce 0.1958 (0.2519) mask_dice 0.8692 (0.8478) mem 21940MB +[2025-12-25 09:46:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1110/1573] eta 0:05:32 lr 0.000008 time 0.4229 (0.7172) loss 1362.1104 (1313.1476) grad_norm 146.4015 (212.2546) embed_mse 1361.0574 (1312.0481) mask_bce 0.2098 (0.2518) mask_dice 0.8433 (0.8478) mem 21940MB +[2025-12-25 09:46:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1120/1573] eta 0:05:24 lr 0.000008 time 0.4160 (0.7154) loss 1301.5643 (1313.1569) grad_norm 314.9689 (213.0372) embed_mse 1300.4734 (1312.0574) mask_bce 0.2717 (0.2519) mask_dice 0.8193 (0.8477) mem 21940MB +[2025-12-25 09:46:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1130/1573] eta 0:05:15 lr 0.000008 time 0.4309 (0.7132) loss 1393.4330 (1313.0517) grad_norm 180.2652 (212.8048) embed_mse 1392.3456 (1311.9523) mask_bce 0.2417 (0.2518) mask_dice 0.8457 (0.8476) mem 21940MB +[2025-12-25 09:47:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1140/1573] eta 0:05:08 lr 0.000008 time 0.9675 (0.7115) loss 1278.7581 (1312.9801) grad_norm 233.0549 (212.9474) embed_mse 1277.6282 (1311.8806) mask_bce 0.2651 (0.2518) mask_dice 0.8649 (0.8477) mem 21940MB +[2025-12-25 09:47:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1150/1573] eta 0:05:00 lr 0.000008 time 0.4250 (0.7112) loss 1320.9083 (1312.8224) grad_norm 274.8874 (213.3805) embed_mse 1319.8184 (1311.7229) mask_bce 0.2409 (0.2518) mask_dice 0.8490 (0.8477) mem 21940MB +[2025-12-25 09:47:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1160/1573] eta 0:04:53 lr 0.000008 time 0.4247 (0.7110) loss 1350.3741 (1312.8781) grad_norm 207.0250 (212.9628) embed_mse 1349.2645 (1311.7787) mask_bce 0.2602 (0.2516) mask_dice 0.8494 (0.8478) mem 21940MB +[2025-12-25 09:47:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1170/1573] eta 0:04:47 lr 0.000008 time 0.4178 (0.7127) loss 1303.9515 (1312.7398) grad_norm 260.8586 (213.2909) embed_mse 1302.8563 (1311.6405) mask_bce 0.2677 (0.2516) mask_dice 0.8276 (0.8478) mem 21940MB +[2025-12-25 09:47:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1180/1573] eta 0:04:40 lr 0.000008 time 0.4252 (0.7145) loss 1324.3586 (1312.8720) grad_norm 330.8780 (214.0908) embed_mse 1323.2622 (1311.7727) mask_bce 0.2266 (0.2514) mask_dice 0.8699 (0.8478) mem 21940MB +[2025-12-25 09:47:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1190/1573] eta 0:04:33 lr 0.000008 time 0.4221 (0.7138) loss 1368.9991 (1312.8676) grad_norm 233.0333 (214.2188) embed_mse 1367.8943 (1311.7684) mask_bce 0.2539 (0.2514) mask_dice 0.8510 (0.8478) mem 21940MB +[2025-12-25 09:47:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1200/1573] eta 0:04:26 lr 0.000008 time 0.4291 (0.7141) loss 1291.8894 (1312.9304) grad_norm 200.0406 (214.5081) embed_mse 1290.7914 (1311.8312) mask_bce 0.2719 (0.2514) mask_dice 0.8261 (0.8478) mem 21940MB +[2025-12-25 09:47:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1210/1573] eta 0:04:20 lr 0.000008 time 0.4284 (0.7163) loss 1257.4130 (1312.8822) grad_norm 198.2693 (214.4005) embed_mse 1256.3511 (1311.7830) mask_bce 0.2029 (0.2515) mask_dice 0.8590 (0.8478) mem 21940MB +[2025-12-25 09:48:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1220/1573] eta 0:04:12 lr 0.000008 time 0.4277 (0.7146) loss 1372.8652 (1312.7807) grad_norm 224.9992 (214.4702) embed_mse 1371.7555 (1311.6814) mask_bce 0.2606 (0.2515) mask_dice 0.8491 (0.8477) mem 21940MB +[2025-12-25 09:48:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1230/1573] eta 0:04:06 lr 0.000008 time 0.4213 (0.7183) loss 1312.7146 (1312.7901) grad_norm 198.2638 (214.3643) embed_mse 1311.6389 (1311.6909) mask_bce 0.2195 (0.2514) mask_dice 0.8562 (0.8478) mem 21940MB +[2025-12-25 09:48:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1240/1573] eta 0:03:59 lr 0.000008 time 0.4220 (0.7203) loss 1341.1254 (1312.8736) grad_norm 183.3972 (214.4884) embed_mse 1340.0356 (1311.7743) mask_bce 0.2380 (0.2515) mask_dice 0.8517 (0.8477) mem 21940MB +[2025-12-25 09:48:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1250/1573] eta 0:03:52 lr 0.000008 time 4.0788 (0.7208) loss 1335.8464 (1312.8909) grad_norm 170.4027 (214.2059) embed_mse 1334.7465 (1311.7916) mask_bce 0.2545 (0.2516) mask_dice 0.8455 (0.8477) mem 21940MB +[2025-12-25 09:48:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1260/1573] eta 0:03:45 lr 0.000008 time 0.4208 (0.7206) loss 1292.1555 (1313.0275) grad_norm 173.4826 (213.9465) embed_mse 1291.0637 (1311.9282) mask_bce 0.2740 (0.2517) mask_dice 0.8178 (0.8477) mem 21940MB +[2025-12-25 09:48:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1270/1573] eta 0:03:38 lr 0.000008 time 0.4258 (0.7205) loss 1259.3274 (1312.9695) grad_norm 188.7984 (213.7873) embed_mse 1258.2378 (1311.8703) mask_bce 0.2395 (0.2516) mask_dice 0.8501 (0.8476) mem 21940MB +[2025-12-25 09:48:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1280/1573] eta 0:03:32 lr 0.000007 time 0.4200 (0.7243) loss 1315.5936 (1312.9221) grad_norm 170.9186 (213.8539) embed_mse 1314.4783 (1311.8229) mask_bce 0.2749 (0.2516) mask_dice 0.8405 (0.8476) mem 21940MB +[2025-12-25 09:49:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1290/1573] eta 0:03:25 lr 0.000007 time 0.4151 (0.7271) loss 1287.2556 (1312.8572) grad_norm 142.2619 (213.4092) embed_mse 1286.1796 (1311.7580) mask_bce 0.2265 (0.2516) mask_dice 0.8496 (0.8476) mem 21940MB +[2025-12-25 09:49:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1300/1573] eta 0:03:18 lr 0.000007 time 0.4202 (0.7254) loss 1260.1118 (1312.9461) grad_norm 250.8194 (213.6401) embed_mse 1259.0203 (1311.8469) mask_bce 0.2230 (0.2517) mask_dice 0.8685 (0.8475) mem 21940MB +[2025-12-25 09:49:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1310/1573] eta 0:03:10 lr 0.000007 time 0.4147 (0.7255) loss 1240.4021 (1312.9663) grad_norm 204.4626 (213.5838) embed_mse 1239.3252 (1311.8671) mask_bce 0.2227 (0.2516) mask_dice 0.8543 (0.8475) mem 21940MB +[2025-12-25 09:49:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1320/1573] eta 0:03:03 lr 0.000007 time 0.4187 (0.7252) loss 1288.9333 (1312.8973) grad_norm 167.0584 (213.5108) embed_mse 1287.8323 (1311.7982) mask_bce 0.2570 (0.2516) mask_dice 0.8440 (0.8475) mem 21940MB +[2025-12-25 09:49:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1330/1573] eta 0:02:55 lr 0.000007 time 0.4190 (0.7237) loss 1316.3059 (1312.8966) grad_norm 155.1242 (213.1591) embed_mse 1315.2217 (1311.7975) mask_bce 0.2530 (0.2516) mask_dice 0.8313 (0.8475) mem 21940MB +[2025-12-25 09:49:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1340/1573] eta 0:02:49 lr 0.000007 time 0.4258 (0.7261) loss 1300.7147 (1312.7859) grad_norm 179.5641 (212.9579) embed_mse 1299.5975 (1311.6868) mask_bce 0.2889 (0.2515) mask_dice 0.8282 (0.8475) mem 21940MB +[2025-12-25 09:49:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1350/1573] eta 0:02:41 lr 0.000007 time 0.4328 (0.7239) loss 1351.8995 (1312.8175) grad_norm 229.1488 (213.0543) embed_mse 1350.8147 (1311.7185) mask_bce 0.2377 (0.2513) mask_dice 0.8471 (0.8476) mem 21940MB +[2025-12-25 09:49:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1360/1573] eta 0:02:34 lr 0.000007 time 0.4929 (0.7258) loss 1318.2750 (1312.8911) grad_norm 151.7406 (213.0195) embed_mse 1317.1648 (1311.7922) mask_bce 0.2811 (0.2514) mask_dice 0.8291 (0.8475) mem 21940MB +[2025-12-25 09:50:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1370/1573] eta 0:02:27 lr 0.000007 time 3.8980 (0.7262) loss 1337.6528 (1312.7422) grad_norm 164.6786 (212.7368) embed_mse 1336.5900 (1311.6434) mask_bce 0.2118 (0.2514) mask_dice 0.8510 (0.8475) mem 21940MB +[2025-12-25 09:50:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1380/1573] eta 0:02:19 lr 0.000007 time 0.4251 (0.7240) loss 1388.0590 (1312.7219) grad_norm 199.7128 (212.6611) embed_mse 1386.9768 (1311.6230) mask_bce 0.2244 (0.2513) mask_dice 0.8577 (0.8475) mem 21940MB +[2025-12-25 09:50:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1390/1573] eta 0:02:12 lr 0.000007 time 0.4180 (0.7234) loss 1249.7937 (1312.7221) grad_norm 164.9820 (212.3855) embed_mse 1248.6560 (1311.6231) mask_bce 0.3170 (0.2515) mask_dice 0.8206 (0.8475) mem 21940MB +[2025-12-25 09:50:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1400/1573] eta 0:02:05 lr 0.000007 time 0.4307 (0.7235) loss 1323.3701 (1312.7677) grad_norm 342.2867 (213.1923) embed_mse 1322.2729 (1311.6688) mask_bce 0.2759 (0.2515) mask_dice 0.8213 (0.8475) mem 21940MB +[2025-12-25 09:50:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1410/1573] eta 0:01:58 lr 0.000007 time 0.4223 (0.7245) loss 1287.8018 (1312.7292) grad_norm 188.8931 (213.0543) embed_mse 1286.7333 (1311.6302) mask_bce 0.2173 (0.2516) mask_dice 0.8512 (0.8474) mem 21940MB +[2025-12-25 09:50:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1420/1573] eta 0:01:50 lr 0.000007 time 0.4227 (0.7232) loss 1256.7367 (1312.7286) grad_norm 180.7759 (212.8719) embed_mse 1255.6632 (1311.6296) mask_bce 0.2202 (0.2516) mask_dice 0.8532 (0.8474) mem 21940MB +[2025-12-25 09:50:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1430/1573] eta 0:01:43 lr 0.000007 time 0.4183 (0.7213) loss 1321.6986 (1312.8476) grad_norm 197.4732 (212.7854) embed_mse 1320.5941 (1311.7487) mask_bce 0.2684 (0.2515) mask_dice 0.8362 (0.8474) mem 21940MB +[2025-12-25 09:50:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1440/1573] eta 0:01:36 lr 0.000007 time 0.4227 (0.7234) loss 1339.6129 (1312.8429) grad_norm 184.2951 (212.4190) embed_mse 1338.4960 (1311.7440) mask_bce 0.2599 (0.2514) mask_dice 0.8570 (0.8475) mem 21940MB +[2025-12-25 09:50:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1450/1573] eta 0:01:28 lr 0.000007 time 0.4519 (0.7235) loss 1288.4188 (1312.7757) grad_norm 182.8973 (212.2559) embed_mse 1287.3068 (1311.6768) mask_bce 0.2774 (0.2514) mask_dice 0.8347 (0.8475) mem 21940MB +[2025-12-25 09:51:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1460/1573] eta 0:01:21 lr 0.000007 time 3.3447 (0.7243) loss 1278.8688 (1312.7584) grad_norm 182.9148 (212.0947) embed_mse 1277.7477 (1311.6594) mask_bce 0.3097 (0.2514) mask_dice 0.8114 (0.8475) mem 21940MB +[2025-12-25 09:51:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1470/1573] eta 0:01:14 lr 0.000007 time 0.4512 (0.7227) loss 1280.5902 (1312.7109) grad_norm 227.1388 (212.1769) embed_mse 1279.4961 (1311.6120) mask_bce 0.2317 (0.2513) mask_dice 0.8625 (0.8475) mem 21940MB +[2025-12-25 09:51:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1480/1573] eta 0:01:07 lr 0.000007 time 0.4199 (0.7233) loss 1316.7822 (1312.6867) grad_norm 179.4875 (211.8632) embed_mse 1315.6896 (1311.5878) mask_bce 0.2642 (0.2514) mask_dice 0.8284 (0.8475) mem 21940MB +[2025-12-25 09:51:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1490/1573] eta 0:01:00 lr 0.000007 time 0.4265 (0.7256) loss 1349.4761 (1312.6507) grad_norm 237.4732 (212.0009) embed_mse 1348.3661 (1311.5518) mask_bce 0.2586 (0.2514) mask_dice 0.8515 (0.8475) mem 21940MB +[2025-12-25 09:51:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1500/1573] eta 0:00:53 lr 0.000007 time 4.7455 (0.7270) loss 1304.7175 (1312.8016) grad_norm 180.0559 (211.8300) embed_mse 1303.6552 (1311.7028) mask_bce 0.2085 (0.2514) mask_dice 0.8538 (0.8475) mem 21940MB +[2025-12-25 09:51:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1510/1573] eta 0:00:45 lr 0.000007 time 0.4185 (0.7273) loss 1309.7401 (1312.8841) grad_norm 172.9445 (211.6232) embed_mse 1308.6534 (1311.7852) mask_bce 0.2471 (0.2513) mask_dice 0.8395 (0.8475) mem 21940MB +[2025-12-25 09:51:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1520/1573] eta 0:00:38 lr 0.000007 time 0.4338 (0.7277) loss 1283.4233 (1312.7994) grad_norm 198.3662 (211.7563) embed_mse 1282.3308 (1311.7005) mask_bce 0.2409 (0.2513) mask_dice 0.8516 (0.8475) mem 21940MB +[2025-12-25 09:52:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1530/1573] eta 0:00:31 lr 0.000007 time 0.4406 (0.7268) loss 1311.8805 (1312.8244) grad_norm 151.7598 (211.4422) embed_mse 1310.7788 (1311.7256) mask_bce 0.2595 (0.2512) mask_dice 0.8423 (0.8476) mem 21940MB +[2025-12-25 09:52:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1540/1573] eta 0:00:23 lr 0.000007 time 1.4351 (0.7264) loss 1338.6953 (1312.8653) grad_norm 176.4779 (211.2601) embed_mse 1337.6227 (1311.7667) mask_bce 0.2122 (0.2511) mask_dice 0.8605 (0.8476) mem 21940MB +[2025-12-25 09:52:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1550/1573] eta 0:00:16 lr 0.000007 time 8.6440 (0.7352) loss 1302.4098 (1312.9319) grad_norm 316.1774 (211.8037) embed_mse 1301.3107 (1311.8334) mask_bce 0.2343 (0.2510) mask_dice 0.8648 (0.8476) mem 21940MB +[2025-12-25 09:52:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1560/1573] eta 0:00:09 lr 0.000007 time 0.4514 (0.7333) loss 1358.4948 (1313.0153) grad_norm 275.5436 (211.8833) embed_mse 1357.4121 (1311.9168) mask_bce 0.2409 (0.2509) mask_dice 0.8418 (0.8476) mem 21940MB +[2025-12-25 09:52:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1570/1573] eta 0:00:02 lr 0.000007 time 1.0561 (0.7323) loss 1271.7782 (1313.0432) grad_norm 221.7395 (211.9336) embed_mse 1270.6108 (1311.9447) mask_bce 0.3207 (0.2509) mask_dice 0.8467 (0.8476) mem 21940MB +[2025-12-25 09:52:41 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 22 training takes 0:19:11 +[2025-12-25 09:52:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][0/1573] eta 2:40:57 lr 0.000007 time 6.1393 (6.1393) loss 1252.9423 (1252.9423) grad_norm 0.0000 (0.0000) embed_mse 1251.8558 (1251.8558) mask_bce 0.2216 (0.2216) mask_dice 0.8649 (0.8649) mem 21940MB +[2025-12-25 09:52:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][10/1573] eta 0:34:41 lr 0.000007 time 0.4321 (1.3319) loss 1352.8376 (1309.9375) grad_norm 229.6105 (229.6105) embed_mse 1351.7587 (1308.8238) mask_bce 0.2332 (0.2583) mask_dice 0.8458 (0.8555) mem 21940MB +[2025-12-25 09:53:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][20/1573] eta 0:28:35 lr 0.000007 time 0.4266 (1.1049) loss 1328.8224 (1308.2268) grad_norm 236.6856 (233.1481) embed_mse 1327.7017 (1307.1255) mask_bce 0.2778 (0.2515) mask_dice 0.8429 (0.8499) mem 21940MB +[2025-12-25 09:53:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][30/1573] eta 0:25:58 lr 0.000007 time 0.4303 (1.0101) loss 1243.3108 (1306.4187) grad_norm 238.0178 (234.7713) embed_mse 1242.2047 (1305.3216) mask_bce 0.2879 (0.2505) mask_dice 0.8182 (0.8466) mem 21940MB +[2025-12-25 09:53:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][40/1573] eta 0:23:46 lr 0.000007 time 0.4213 (0.9305) loss 1285.1626 (1306.2039) grad_norm 220.8749 (218.0425) embed_mse 1284.0690 (1305.1075) mask_bce 0.2388 (0.2515) mask_dice 0.8548 (0.8450) mem 21940MB +[2025-12-25 09:53:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][50/1573] eta 0:21:09 lr 0.000007 time 0.5147 (0.8335) loss 1298.7084 (1310.7709) grad_norm 196.5396 (214.4587) embed_mse 1297.6292 (1309.6734) mask_bce 0.2288 (0.2518) mask_dice 0.8505 (0.8457) mem 21940MB +[2025-12-25 09:53:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][60/1573] eta 0:22:06 lr 0.000007 time 0.4381 (0.8770) loss 1314.8418 (1311.3574) grad_norm 186.9444 (210.5281) embed_mse 1313.7380 (1310.2614) mask_bce 0.2663 (0.2499) mask_dice 0.8375 (0.8461) mem 21940MB +[2025-12-25 09:53:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][70/1573] eta 0:21:12 lr 0.000007 time 0.4244 (0.8464) loss 1337.4410 (1308.7607) grad_norm 182.0611 (206.9697) embed_mse 1336.3613 (1307.6655) mask_bce 0.2322 (0.2489) mask_dice 0.8476 (0.8464) mem 21940MB +[2025-12-25 09:53:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][80/1573] eta 0:20:25 lr 0.000007 time 0.4343 (0.8208) loss 1273.5497 (1308.6249) grad_norm 203.9593 (202.2181) embed_mse 1272.4999 (1307.5307) mask_bce 0.1952 (0.2479) mask_dice 0.8546 (0.8463) mem 21940MB +[2025-12-25 09:53:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][90/1573] eta 0:19:13 lr 0.000007 time 0.4276 (0.7776) loss 1331.1190 (1311.3055) grad_norm 211.3663 (203.0497) embed_mse 1330.0040 (1310.2102) mask_bce 0.2882 (0.2497) mask_dice 0.8268 (0.8456) mem 21940MB +[2025-12-25 09:53:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][100/1573] eta 0:19:03 lr 0.000007 time 0.4390 (0.7765) loss 1407.2209 (1312.6676) grad_norm 168.1419 (200.1407) embed_mse 1406.1216 (1311.5724) mask_bce 0.2415 (0.2495) mask_dice 0.8579 (0.8457) mem 21940MB +[2025-12-25 09:54:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][110/1573] eta 0:19:38 lr 0.000007 time 0.4480 (0.8057) loss 1397.5826 (1313.4089) grad_norm 174.8806 (198.1977) embed_mse 1396.4293 (1312.3138) mask_bce 0.2870 (0.2489) mask_dice 0.8663 (0.8463) mem 21940MB +[2025-12-25 09:54:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][120/1573] eta 0:19:45 lr 0.000007 time 0.4904 (0.8157) loss 1303.0994 (1313.0990) grad_norm 146.8705 (191.6910) embed_mse 1301.9639 (1312.0031) mask_bce 0.2792 (0.2489) mask_dice 0.8564 (0.8469) mem 21940MB +[2025-12-25 09:54:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][130/1573] eta 0:19:34 lr 0.000007 time 3.9694 (0.8139) loss 1303.8461 (1315.6768) grad_norm 232.9075 (194.2670) embed_mse 1302.7881 (1314.5812) mask_bce 0.1927 (0.2493) mask_dice 0.8653 (0.8463) mem 21940MB +[2025-12-25 09:54:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][140/1573] eta 0:19:10 lr 0.000007 time 0.4552 (0.8032) loss 1329.4276 (1314.9776) grad_norm 168.8929 (192.7744) embed_mse 1328.3311 (1313.8810) mask_bce 0.2514 (0.2510) mask_dice 0.8451 (0.8457) mem 21940MB +[2025-12-25 09:54:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][150/1573] eta 0:18:38 lr 0.000007 time 0.4211 (0.7862) loss 1278.5002 (1314.8766) grad_norm 193.1250 (192.7939) embed_mse 1277.4363 (1313.7806) mask_bce 0.2312 (0.2502) mask_dice 0.8328 (0.8458) mem 21940MB +[2025-12-25 09:54:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][160/1573] eta 0:18:20 lr 0.000007 time 0.4205 (0.7787) loss 1282.2041 (1314.1638) grad_norm 181.0868 (194.9435) embed_mse 1281.1406 (1313.0678) mask_bce 0.2192 (0.2503) mask_dice 0.8444 (0.8457) mem 21940MB +[2025-12-25 09:54:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][170/1573] eta 0:18:00 lr 0.000007 time 0.4190 (0.7699) loss 1230.8995 (1312.6422) grad_norm 154.3244 (193.0093) embed_mse 1229.7848 (1311.5469) mask_bce 0.2786 (0.2493) mask_dice 0.8362 (0.8460) mem 21940MB +[2025-12-25 09:54:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][180/1573] eta 0:17:38 lr 0.000007 time 0.4363 (0.7597) loss 1337.5925 (1312.0709) grad_norm 212.5742 (193.8986) embed_mse 1336.4774 (1310.9748) mask_bce 0.2827 (0.2502) mask_dice 0.8324 (0.8460) mem 21940MB +[2025-12-25 09:55:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][190/1573] eta 0:17:28 lr 0.000007 time 0.4247 (0.7579) loss 1286.5846 (1311.6231) grad_norm 145.0608 (191.7752) embed_mse 1285.5195 (1310.5268) mask_bce 0.1996 (0.2502) mask_dice 0.8654 (0.8461) mem 21940MB +[2025-12-25 09:55:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][200/1573] eta 0:17:17 lr 0.000007 time 0.4222 (0.7558) loss 1335.9630 (1311.5101) grad_norm 214.4395 (193.1613) embed_mse 1334.8370 (1310.4137) mask_bce 0.3001 (0.2500) mask_dice 0.8258 (0.8464) mem 21940MB +[2025-12-25 09:55:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][210/1573] eta 0:17:16 lr 0.000007 time 0.5041 (0.7606) loss 1253.4709 (1311.3914) grad_norm 274.5047 (196.2899) embed_mse 1252.3943 (1310.2952) mask_bce 0.2437 (0.2497) mask_dice 0.8329 (0.8465) mem 21940MB +[2025-12-25 09:55:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][220/1573] eta 0:17:41 lr 0.000007 time 0.4253 (0.7845) loss 1319.3065 (1311.8729) grad_norm 213.8483 (196.9402) embed_mse 1318.1771 (1310.7768) mask_bce 0.2981 (0.2497) mask_dice 0.8313 (0.8464) mem 21940MB +[2025-12-25 09:55:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][230/1573] eta 0:17:27 lr 0.000007 time 0.4440 (0.7802) loss 1235.7318 (1311.4535) grad_norm 169.8680 (195.9734) embed_mse 1234.6239 (1310.3578) mask_bce 0.2508 (0.2494) mask_dice 0.8571 (0.8464) mem 21940MB +[2025-12-25 09:55:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][240/1573] eta 0:17:17 lr 0.000007 time 0.4419 (0.7782) loss 1369.9335 (1311.3471) grad_norm 171.3420 (195.7158) embed_mse 1368.8074 (1310.2517) mask_bce 0.2895 (0.2491) mask_dice 0.8365 (0.8464) mem 21940MB +[2025-12-25 09:55:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][250/1573] eta 0:16:53 lr 0.000007 time 0.4228 (0.7663) loss 1336.4629 (1310.9514) grad_norm 286.4015 (198.6411) embed_mse 1335.3412 (1309.8565) mask_bce 0.2960 (0.2484) mask_dice 0.8257 (0.8465) mem 21940MB +[2025-12-25 09:56:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][260/1573] eta 0:16:52 lr 0.000007 time 3.4773 (0.7711) loss 1306.9246 (1309.8012) grad_norm 140.8887 (196.8363) embed_mse 1305.8298 (1308.7062) mask_bce 0.2361 (0.2487) mask_dice 0.8586 (0.8463) mem 21940MB +[2025-12-25 09:56:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][270/1573] eta 0:16:41 lr 0.000007 time 0.4212 (0.7687) loss 1280.1166 (1309.2414) grad_norm 132.9973 (194.9018) embed_mse 1279.0044 (1308.1461) mask_bce 0.2680 (0.2491) mask_dice 0.8441 (0.8462) mem 21940MB +[2025-12-25 09:56:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][280/1573] eta 0:16:30 lr 0.000007 time 0.4188 (0.7663) loss 1343.5630 (1308.8989) grad_norm 189.4644 (194.6331) embed_mse 1342.4619 (1307.8036) mask_bce 0.2631 (0.2492) mask_dice 0.8379 (0.8462) mem 21940MB +[2025-12-25 09:56:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][290/1573] eta 0:16:24 lr 0.000007 time 0.4166 (0.7676) loss 1363.4883 (1309.3180) grad_norm 158.0455 (193.6168) embed_mse 1362.3912 (1308.2223) mask_bce 0.2588 (0.2495) mask_dice 0.8382 (0.8462) mem 21940MB +[2025-12-25 09:56:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][300/1573] eta 0:16:13 lr 0.000007 time 0.4180 (0.7651) loss 1279.0870 (1308.7592) grad_norm 154.3530 (192.5556) embed_mse 1278.0104 (1307.6637) mask_bce 0.2095 (0.2494) mask_dice 0.8671 (0.8461) mem 21940MB +[2025-12-25 09:56:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][310/1573] eta 0:16:10 lr 0.000007 time 0.4420 (0.7684) loss 1289.5725 (1308.4126) grad_norm 281.6724 (194.9008) embed_mse 1288.4854 (1307.3170) mask_bce 0.2544 (0.2496) mask_dice 0.8328 (0.8460) mem 21940MB +[2025-12-25 09:56:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][320/1573] eta 0:16:00 lr 0.000007 time 0.5037 (0.7664) loss 1388.9659 (1308.6910) grad_norm 256.5466 (201.1046) embed_mse 1387.8802 (1307.5956) mask_bce 0.2439 (0.2496) mask_dice 0.8418 (0.8458) mem 21940MB +[2025-12-25 09:56:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][330/1573] eta 0:15:39 lr 0.000007 time 0.4237 (0.7561) loss 1281.4915 (1308.9074) grad_norm 289.5859 (203.2627) embed_mse 1280.3688 (1307.8116) mask_bce 0.2225 (0.2499) mask_dice 0.9001 (0.8459) mem 21940MB +[2025-12-25 09:56:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][340/1573] eta 0:15:29 lr 0.000007 time 0.4293 (0.7539) loss 1341.1985 (1309.5242) grad_norm 191.4520 (202.9815) embed_mse 1340.1188 (1308.4285) mask_bce 0.2323 (0.2496) mask_dice 0.8474 (0.8461) mem 21940MB +[2025-12-25 09:57:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][350/1573] eta 0:15:17 lr 0.000007 time 0.4199 (0.7498) loss 1318.7456 (1309.8020) grad_norm 246.4137 (203.9915) embed_mse 1317.6372 (1308.7064) mask_bce 0.2918 (0.2496) mask_dice 0.8167 (0.8460) mem 21940MB +[2025-12-25 09:57:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][360/1573] eta 0:15:11 lr 0.000007 time 0.4235 (0.7511) loss 1379.7548 (1309.8934) grad_norm 221.6223 (204.8993) embed_mse 1378.6649 (1308.7977) mask_bce 0.2633 (0.2496) mask_dice 0.8265 (0.8460) mem 21940MB +[2025-12-25 09:57:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][370/1573] eta 0:15:12 lr 0.000007 time 0.4209 (0.7589) loss 1298.1206 (1309.6421) grad_norm 290.3852 (206.7576) embed_mse 1297.0425 (1308.5463) mask_bce 0.2362 (0.2496) mask_dice 0.8419 (0.8461) mem 21940MB +[2025-12-25 09:57:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][380/1573] eta 0:14:54 lr 0.000007 time 0.4231 (0.7501) loss 1300.1177 (1309.3434) grad_norm 237.6732 (207.4154) embed_mse 1299.0125 (1308.2478) mask_bce 0.2751 (0.2495) mask_dice 0.8300 (0.8460) mem 21940MB +[2025-12-25 09:57:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][390/1573] eta 0:14:49 lr 0.000007 time 0.4278 (0.7519) loss 1358.0658 (1309.6827) grad_norm 179.5719 (206.8354) embed_mse 1357.0093 (1308.5874) mask_bce 0.2065 (0.2492) mask_dice 0.8500 (0.8461) mem 21940MB +[2025-12-25 09:57:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][400/1573] eta 0:14:39 lr 0.000007 time 0.4194 (0.7496) loss 1364.3495 (1309.6894) grad_norm 217.5051 (206.6047) embed_mse 1363.2780 (1308.5942) mask_bce 0.2146 (0.2492) mask_dice 0.8570 (0.8460) mem 21940MB +[2025-12-25 09:57:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][410/1573] eta 0:14:28 lr 0.000007 time 0.4194 (0.7468) loss 1340.1592 (1310.0073) grad_norm 191.9041 (206.3165) embed_mse 1339.0532 (1308.9123) mask_bce 0.2555 (0.2488) mask_dice 0.8505 (0.8462) mem 21940MB +[2025-12-25 09:57:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][420/1573] eta 0:14:20 lr 0.000007 time 0.4399 (0.7463) loss 1284.8224 (1310.0414) grad_norm 312.3145 (208.3549) embed_mse 1283.7480 (1308.9466) mask_bce 0.1956 (0.2484) mask_dice 0.8787 (0.8464) mem 21940MB +[2025-12-25 09:58:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][430/1573] eta 0:14:16 lr 0.000007 time 0.4236 (0.7490) loss 1342.6660 (1309.9407) grad_norm 292.5833 (209.9441) embed_mse 1341.5654 (1308.8459) mask_bce 0.2532 (0.2484) mask_dice 0.8473 (0.8464) mem 21940MB +[2025-12-25 09:58:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][440/1573] eta 0:14:06 lr 0.000007 time 0.4193 (0.7467) loss 1307.2257 (1309.6876) grad_norm 195.7919 (209.2795) embed_mse 1306.1194 (1308.5929) mask_bce 0.2527 (0.2484) mask_dice 0.8537 (0.8464) mem 21940MB +[2025-12-25 09:58:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][450/1573] eta 0:13:59 lr 0.000007 time 0.4186 (0.7476) loss 1315.9437 (1309.5237) grad_norm 171.0266 (208.5965) embed_mse 1314.8687 (1308.4286) mask_bce 0.2251 (0.2486) mask_dice 0.8500 (0.8464) mem 21940MB +[2025-12-25 09:58:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][460/1573] eta 0:13:59 lr 0.000007 time 0.8031 (0.7542) loss 1263.6748 (1309.5087) grad_norm 144.6922 (207.4753) embed_mse 1262.5884 (1308.4138) mask_bce 0.2227 (0.2485) mask_dice 0.8637 (0.8464) mem 21940MB +[2025-12-25 09:58:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][470/1573] eta 0:13:47 lr 0.000007 time 0.4189 (0.7501) loss 1313.9646 (1309.5455) grad_norm 164.9905 (206.7428) embed_mse 1312.8795 (1308.4506) mask_bce 0.2115 (0.2485) mask_dice 0.8736 (0.8464) mem 21940MB +[2025-12-25 09:58:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][480/1573] eta 0:13:40 lr 0.000007 time 1.0267 (0.7507) loss 1350.9263 (1309.6569) grad_norm 380.5223 (212.3421) embed_mse 1349.8433 (1308.5621) mask_bce 0.2265 (0.2484) mask_dice 0.8565 (0.8464) mem 21940MB +[2025-12-25 09:58:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][490/1573] eta 0:13:33 lr 0.000007 time 0.4169 (0.7508) loss 1338.6897 (1309.7622) grad_norm 169.9868 (211.6478) embed_mse 1337.5815 (1308.6677) mask_bce 0.2871 (0.2481) mask_dice 0.8210 (0.8465) mem 21940MB +[2025-12-25 09:58:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][500/1573] eta 0:13:27 lr 0.000007 time 0.4186 (0.7525) loss 1273.1750 (1309.5074) grad_norm 314.8774 (213.3128) embed_mse 1272.0833 (1308.4129) mask_bce 0.2394 (0.2482) mask_dice 0.8524 (0.8463) mem 21940MB +[2025-12-25 09:59:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][510/1573] eta 0:13:16 lr 0.000007 time 0.4266 (0.7496) loss 1233.6692 (1309.5115) grad_norm 197.6396 (213.0640) embed_mse 1232.5916 (1308.4170) mask_bce 0.2241 (0.2481) mask_dice 0.8535 (0.8464) mem 21940MB +[2025-12-25 09:59:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][520/1573] eta 0:13:05 lr 0.000007 time 0.9860 (0.7463) loss 1279.8387 (1309.2505) grad_norm 228.0826 (212.3557) embed_mse 1278.7754 (1308.1562) mask_bce 0.2247 (0.2478) mask_dice 0.8386 (0.8464) mem 21940MB +[2025-12-25 09:59:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][530/1573] eta 0:13:03 lr 0.000007 time 0.4197 (0.7512) loss 1286.0819 (1309.3621) grad_norm 176.6406 (211.8146) embed_mse 1284.9963 (1308.2679) mask_bce 0.2193 (0.2478) mask_dice 0.8662 (0.8464) mem 21940MB +[2025-12-25 09:59:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][540/1573] eta 0:12:49 lr 0.000007 time 0.4172 (0.7451) loss 1342.2444 (1309.4113) grad_norm 190.9547 (211.5032) embed_mse 1341.1528 (1308.3169) mask_bce 0.2442 (0.2479) mask_dice 0.8474 (0.8465) mem 21940MB +[2025-12-25 09:59:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][550/1573] eta 0:12:38 lr 0.000007 time 0.4154 (0.7419) loss 1335.9095 (1309.2999) grad_norm 222.1065 (211.6592) embed_mse 1334.8146 (1308.2052) mask_bce 0.2369 (0.2481) mask_dice 0.8580 (0.8466) mem 21940MB +[2025-12-25 09:59:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][560/1573] eta 0:12:35 lr 0.000007 time 0.4200 (0.7454) loss 1310.6730 (1309.5089) grad_norm 165.9657 (210.5520) embed_mse 1309.5913 (1308.4144) mask_bce 0.2128 (0.2478) mask_dice 0.8689 (0.8468) mem 21940MB +[2025-12-25 09:59:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][570/1573] eta 0:12:31 lr 0.000007 time 0.4146 (0.7489) loss 1369.0657 (1309.4592) grad_norm 192.6051 (210.2993) embed_mse 1367.9575 (1308.3647) mask_bce 0.2757 (0.2477) mask_dice 0.8324 (0.8468) mem 21940MB +[2025-12-25 09:59:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][580/1573] eta 0:12:20 lr 0.000007 time 0.4237 (0.7462) loss 1394.0781 (1309.7335) grad_norm 186.9256 (209.9746) embed_mse 1392.9752 (1308.6389) mask_bce 0.2482 (0.2477) mask_dice 0.8546 (0.8468) mem 21940MB +[2025-12-25 09:59:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][590/1573] eta 0:12:08 lr 0.000007 time 0.4230 (0.7407) loss 1284.5948 (1309.8831) grad_norm 198.4324 (209.8165) embed_mse 1283.5155 (1308.7884) mask_bce 0.2466 (0.2479) mask_dice 0.8327 (0.8468) mem 21940MB +[2025-12-25 10:00:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][600/1573] eta 0:11:56 lr 0.000007 time 0.4174 (0.7360) loss 1284.1075 (1310.1804) grad_norm 150.7891 (208.8622) embed_mse 1283.0494 (1309.0859) mask_bce 0.2107 (0.2477) mask_dice 0.8474 (0.8468) mem 21940MB +[2025-12-25 10:00:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][610/1573] eta 0:11:55 lr 0.000007 time 3.7433 (0.7426) loss 1325.1710 (1310.4819) grad_norm 231.6501 (209.1620) embed_mse 1324.0714 (1309.3874) mask_bce 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10:00:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][650/1573] eta 0:11:35 lr 0.000006 time 3.3975 (0.7538) loss 1375.5312 (1310.5302) grad_norm 149.2639 (210.2256) embed_mse 1374.4418 (1309.4352) mask_bce 0.2486 (0.2481) mask_dice 0.8408 (0.8469) mem 21940MB +[2025-12-25 10:01:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][660/1573] eta 0:11:29 lr 0.000006 time 0.4184 (0.7553) loss 1300.8715 (1310.8253) grad_norm 231.1989 (210.4814) embed_mse 1299.7941 (1309.7303) mask_bce 0.2387 (0.2480) mask_dice 0.8388 (0.8470) mem 21940MB +[2025-12-25 10:01:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][670/1573] eta 0:11:21 lr 0.000006 time 0.4197 (0.7544) loss 1234.0463 (1310.5499) grad_norm 210.2783 (210.4789) embed_mse 1232.9725 (1309.4550) mask_bce 0.2187 (0.2478) mask_dice 0.8549 (0.8470) mem 21940MB +[2025-12-25 10:01:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][680/1573] eta 0:11:13 lr 0.000006 time 0.4235 (0.7547) loss 1322.6021 (1310.4064) grad_norm 203.5912 (210.7458) embed_mse 1321.4347 (1309.3116) mask_bce 0.2976 (0.2479) mask_dice 0.8698 (0.8470) mem 21940MB +[2025-12-25 10:01:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][690/1573] eta 0:11:08 lr 0.000006 time 0.4183 (0.7571) loss 1273.1005 (1310.3682) grad_norm 226.1224 (210.9246) embed_mse 1272.0045 (1309.2733) mask_bce 0.2385 (0.2479) mask_dice 0.8575 (0.8470) mem 21940MB +[2025-12-25 10:01:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][700/1573] eta 0:10:58 lr 0.000006 time 0.4706 (0.7538) loss 1300.3658 (1310.4212) grad_norm 238.2050 (211.2381) embed_mse 1299.2878 (1309.3265) mask_bce 0.2290 (0.2477) mask_dice 0.8490 (0.8471) mem 21940MB +[2025-12-25 10:01:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][710/1573] eta 0:10:48 lr 0.000006 time 1.9583 (0.7513) loss 1331.9623 (1310.3746) grad_norm 191.0354 (211.0085) embed_mse 1330.8668 (1309.2799) mask_bce 0.2626 (0.2477) mask_dice 0.8329 (0.8470) mem 21940MB +[2025-12-25 10:01:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][720/1573] eta 0:10:38 lr 0.000006 time 0.4276 (0.7489) loss 1377.6207 (1310.2275) grad_norm 425.0779 (213.7384) embed_mse 1376.5339 (1309.1329) mask_bce 0.2459 (0.2475) mask_dice 0.8409 (0.8471) mem 21940MB +[2025-12-25 10:01:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][730/1573] eta 0:10:32 lr 0.000006 time 2.8011 (0.7499) loss 1288.2874 (1310.1376) grad_norm 256.8815 (214.2125) embed_mse 1287.1759 (1309.0431) mask_bce 0.2418 (0.2473) mask_dice 0.8696 (0.8473) mem 21940MB +[2025-12-25 10:01:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][740/1573] eta 0:10:23 lr 0.000006 time 0.8835 (0.7487) loss 1301.1194 (1310.3465) grad_norm 183.3077 (213.8766) embed_mse 1300.0353 (1309.2522) mask_bce 0.2512 (0.2471) mask_dice 0.8329 (0.8473) mem 21940MB +[2025-12-25 10:02:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][750/1573] eta 0:10:14 lr 0.000006 time 0.4201 (0.7466) loss 1265.4921 (1310.3113) grad_norm 161.5768 (213.3142) embed_mse 1264.4205 (1309.2171) mask_bce 0.2239 (0.2469) mask_dice 0.8476 (0.8472) mem 21940MB +[2025-12-25 10:02:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][760/1573] eta 0:10:04 lr 0.000006 time 0.4479 (0.7430) loss 1302.2687 (1310.4440) grad_norm 244.0267 (213.8728) embed_mse 1301.1965 (1309.3500) mask_bce 0.2069 (0.2467) mask_dice 0.8653 (0.8474) mem 21940MB +[2025-12-25 10:02:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][770/1573] eta 0:09:56 lr 0.000006 time 0.4283 (0.7429) loss 1258.4854 (1310.2292) grad_norm 198.3364 (213.7109) embed_mse 1257.4073 (1309.1353) mask_bce 0.2301 (0.2466) mask_dice 0.8480 (0.8474) mem 21940MB +[2025-12-25 10:02:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][780/1573] eta 0:09:55 lr 0.000006 time 0.4354 (0.7504) loss 1343.5436 (1310.3905) grad_norm 240.6590 (213.9887) embed_mse 1342.4683 (1309.2965) mask_bce 0.2290 (0.2466) mask_dice 0.8463 (0.8473) mem 21940MB +[2025-12-25 10:02:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][790/1573] eta 0:09:45 lr 0.000006 time 0.4199 (0.7477) loss 1282.4528 (1310.1689) grad_norm 222.3158 (214.0737) embed_mse 1281.3729 (1309.0750) mask_bce 0.2373 (0.2466) mask_dice 0.8425 (0.8473) mem 21940MB +[2025-12-25 10:02:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][800/1573] eta 0:09:37 lr 0.000006 time 0.4192 (0.7468) loss 1260.7200 (1310.1756) grad_norm 178.3401 (213.3381) embed_mse 1259.6228 (1309.0817) mask_bce 0.2395 (0.2467) mask_dice 0.8577 (0.8472) mem 21940MB +[2025-12-25 10:02:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][810/1573] eta 0:09:35 lr 0.000006 time 0.4208 (0.7545) loss 1326.9773 (1310.1627) grad_norm 178.1085 (212.9893) embed_mse 1325.8510 (1309.0689) mask_bce 0.3009 (0.2467) mask_dice 0.8255 (0.8471) mem 21940MB +[2025-12-25 10:02:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][820/1573] eta 0:09:25 lr 0.000006 time 0.4201 (0.7506) loss 1282.0751 (1310.2403) grad_norm 362.3721 (214.4538) embed_mse 1280.9911 (1309.1465) mask_bce 0.2345 (0.2467) mask_dice 0.8495 (0.8471) mem 21940MB +[2025-12-25 10:03:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][830/1573] eta 0:09:20 lr 0.000006 time 0.4650 (0.7544) loss 1306.4574 (1310.1010) grad_norm 165.6603 (213.9801) embed_mse 1305.3816 (1309.0072) mask_bce 0.2166 (0.2468) mask_dice 0.8592 (0.8470) mem 21940MB +[2025-12-25 10:03:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][840/1573] eta 0:09:18 lr 0.000006 time 0.4241 (0.7625) loss 1312.6053 (1310.2502) grad_norm 177.8760 (214.5323) embed_mse 1311.1786 (1309.1560) mask_bce 0.6001 (0.2472) mask_dice 0.8266 (0.8470) mem 21940MB +[2025-12-25 10:03:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][850/1573] eta 0:09:08 lr 0.000006 time 0.4208 (0.7585) loss 1377.8679 (1310.1879) grad_norm 367.5571 (215.9759) embed_mse 1376.7880 (1309.0938) mask_bce 0.2099 (0.2471) mask_dice 0.8701 (0.8471) mem 21940MB +[2025-12-25 10:03:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][860/1573] eta 0:09:02 lr 0.000006 time 0.4225 (0.7605) loss 1271.1473 (1310.1367) grad_norm 170.6800 (215.5526) embed_mse 1270.0028 (1309.0427) mask_bce 0.2978 (0.2470) mask_dice 0.8468 (0.8471) mem 21940MB +[2025-12-25 10:03:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][870/1573] eta 0:08:52 lr 0.000006 time 0.4269 (0.7579) loss 1313.4574 (1310.1344) grad_norm 170.2081 (215.1327) embed_mse 1312.3705 (1309.0404) mask_bce 0.2461 (0.2470) mask_dice 0.8408 (0.8470) mem 21940MB +[2025-12-25 10:03:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][880/1573] eta 0:08:46 lr 0.000006 time 0.4215 (0.7593) loss 1325.7921 (1310.1063) grad_norm 185.1040 (216.5858) embed_mse 1324.7076 (1309.0124) mask_bce 0.2252 (0.2469) mask_dice 0.8592 (0.8470) mem 21940MB +[2025-12-25 10:04:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][890/1573] eta 0:08:41 lr 0.000006 time 0.4184 (0.7631) loss 1295.7937 (1310.1592) grad_norm 324.6183 (217.5591) embed_mse 1294.5385 (1309.0651) mask_bce 0.4023 (0.2470) mask_dice 0.8530 (0.8471) mem 21940MB +[2025-12-25 10:04:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][900/1573] eta 0:08:33 lr 0.000006 time 2.2165 (0.7634) loss 1333.9247 (1310.3209) grad_norm 136.4217 (216.8347) embed_mse 1332.8240 (1309.2268) mask_bce 0.2407 (0.2470) mask_dice 0.8600 (0.8471) mem 21940MB +[2025-12-25 10:04:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][910/1573] eta 0:08:24 lr 0.000006 time 0.4201 (0.7602) loss 1251.5364 (1310.3294) grad_norm 193.6005 (216.6291) embed_mse 1250.4580 (1309.2352) mask_bce 0.2520 (0.2471) mask_dice 0.8265 (0.8471) mem 21940MB +[2025-12-25 10:04:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][920/1573] eta 0:08:14 lr 0.000006 time 0.4157 (0.7570) loss 1266.1777 (1310.5044) grad_norm 232.2691 (216.6023) embed_mse 1265.0879 (1309.4103) mask_bce 0.2322 (0.2469) mask_dice 0.8577 (0.8472) mem 21940MB +[2025-12-25 10:04:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][930/1573] eta 0:08:07 lr 0.000006 time 1.0326 (0.7577) loss 1349.8210 (1310.7955) grad_norm 166.7049 (216.1721) embed_mse 1348.7098 (1309.7013) mask_bce 0.2705 (0.2470) mask_dice 0.8407 (0.8472) mem 21940MB +[2025-12-25 10:04:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][940/1573] eta 0:07:57 lr 0.000006 time 0.4184 (0.7542) loss 1314.0854 (1310.6855) grad_norm 224.0410 (216.2394) embed_mse 1312.9972 (1309.5913) mask_bce 0.2583 (0.2471) mask_dice 0.8300 (0.8471) mem 21940MB +[2025-12-25 10:04:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][950/1573] eta 0:07:52 lr 0.000006 time 0.4208 (0.7588) loss 1371.3412 (1310.6976) grad_norm 213.5191 (216.2164) embed_mse 1370.2452 (1309.6035) mask_bce 0.2367 (0.2471) mask_dice 0.8592 (0.8470) mem 21940MB +[2025-12-25 10:04:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][960/1573] eta 0:07:45 lr 0.000006 time 0.4224 (0.7600) loss 1301.8840 (1310.5932) grad_norm 285.4094 (216.2013) embed_mse 1300.8002 (1309.4991) mask_bce 0.2280 (0.2471) mask_dice 0.8560 (0.8470) mem 21940MB +[2025-12-25 10:04:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][970/1573] eta 0:07:37 lr 0.000006 time 0.4207 (0.7589) loss 1280.9929 (1310.7116) grad_norm 153.2459 (215.6810) embed_mse 1279.9377 (1309.6175) mask_bce 0.1988 (0.2471) mask_dice 0.8563 (0.8470) mem 21940MB +[2025-12-25 10:05:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][980/1573] eta 0:07:32 lr 0.000006 time 0.4252 (0.7627) loss 1332.0051 (1310.7050) grad_norm 233.4165 (215.8263) embed_mse 1330.9349 (1309.6111) mask_bce 0.2338 (0.2469) mask_dice 0.8364 (0.8470) mem 21940MB +[2025-12-25 10:05:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][990/1573] eta 0:07:25 lr 0.000006 time 0.4197 (0.7638) loss 1282.7434 (1310.7353) grad_norm 229.7529 (215.9396) embed_mse 1281.6362 (1309.6413) mask_bce 0.2769 (0.2471) mask_dice 0.8302 (0.8470) mem 21940MB +[2025-12-25 10:05:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1000/1573] eta 0:07:15 lr 0.000006 time 0.4396 (0.7604) loss 1334.7223 (1310.9162) grad_norm 245.5466 (216.3502) embed_mse 1333.6266 (1309.8222) mask_bce 0.2447 (0.2469) mask_dice 0.8511 (0.8471) mem 21940MB +[2025-12-25 10:05:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1010/1573] eta 0:07:07 lr 0.000006 time 0.4190 (0.7595) loss 1315.5483 (1310.7960) grad_norm 259.3020 (216.6911) embed_mse 1314.4310 (1309.7020) mask_bce 0.2705 (0.2469) mask_dice 0.8468 (0.8471) mem 21940MB +[2025-12-25 10:05:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1020/1573] eta 0:07:00 lr 0.000006 time 0.4349 (0.7607) loss 1305.0271 (1310.8861) grad_norm 178.7769 (216.3925) embed_mse 1303.9109 (1309.7921) mask_bce 0.2763 (0.2468) mask_dice 0.8399 (0.8471) mem 21940MB +[2025-12-25 10:05:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1030/1573] eta 0:06:51 lr 0.000006 time 0.4234 (0.7578) loss 1313.7438 (1310.9043) grad_norm 156.4497 (215.9242) embed_mse 1312.6427 (1309.8102) mask_bce 0.2825 (0.2469) mask_dice 0.8185 (0.8471) mem 21940MB +[2025-12-25 10:05:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1040/1573] eta 0:06:42 lr 0.000006 time 0.4194 (0.7559) loss 1379.5662 (1310.8734) grad_norm 209.7480 (215.9637) embed_mse 1378.4534 (1309.7794) mask_bce 0.2821 (0.2470) mask_dice 0.8307 (0.8470) mem 21940MB +[2025-12-25 10:05:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1050/1573] eta 0:06:34 lr 0.000006 time 0.7331 (0.7535) loss 1340.0726 (1310.9861) grad_norm 313.6927 (216.7098) embed_mse 1338.9746 (1309.8921) mask_bce 0.2573 (0.2470) mask_dice 0.8408 (0.8470) mem 21940MB +[2025-12-25 10:05:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1060/1573] eta 0:06:25 lr 0.000006 time 0.4465 (0.7524) loss 1305.8998 (1311.0123) grad_norm 234.2943 (216.8430) embed_mse 1304.8020 (1309.9183) mask_bce 0.2517 (0.2470) mask_dice 0.8461 (0.8470) mem 21940MB +[2025-12-25 10:06:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1070/1573] eta 0:06:19 lr 0.000006 time 0.4209 (0.7535) loss 1249.6848 (1310.9622) grad_norm 179.4727 (216.5620) embed_mse 1248.5905 (1309.8683) mask_bce 0.2625 (0.2469) mask_dice 0.8319 (0.8470) mem 21940MB +[2025-12-25 10:06:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1080/1573] eta 0:06:10 lr 0.000006 time 0.4175 (0.7507) loss 1274.7065 (1310.8073) grad_norm 291.3008 (217.2111) embed_mse 1273.6646 (1309.7135) mask_bce 0.1687 (0.2467) mask_dice 0.8733 (0.8471) mem 21940MB +[2025-12-25 10:06:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1090/1573] eta 0:06:03 lr 0.000006 time 2.9916 (0.7522) loss 1329.7258 (1310.7223) grad_norm 183.3138 (216.9619) embed_mse 1328.6252 (1309.6285) mask_bce 0.2637 (0.2467) mask_dice 0.8370 (0.8471) mem 21940MB +[2025-12-25 10:06:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1100/1573] eta 0:05:55 lr 0.000006 time 0.4234 (0.7526) loss 1271.9139 (1310.7142) grad_norm 173.9632 (216.6480) embed_mse 1270.8235 (1309.6204) mask_bce 0.2580 (0.2467) mask_dice 0.8324 (0.8471) mem 21940MB +[2025-12-25 10:06:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1110/1573] eta 0:05:48 lr 0.000006 time 0.4181 (0.7526) loss 1346.8953 (1310.7357) grad_norm 184.5091 (216.4151) embed_mse 1345.8115 (1309.6419) mask_bce 0.2312 (0.2467) mask_dice 0.8526 (0.8471) mem 21940MB +[2025-12-25 10:06:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1120/1573] eta 0:05:42 lr 0.000006 time 3.0507 (0.7556) loss 1304.5225 (1310.7428) grad_norm 217.2081 (216.2096) embed_mse 1303.4501 (1309.6490) mask_bce 0.2279 (0.2467) mask_dice 0.8445 (0.8471) mem 21940MB +[2025-12-25 10:06:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1130/1573] eta 0:05:34 lr 0.000006 time 0.4189 (0.7552) loss 1332.0610 (1310.7695) grad_norm 178.1926 (215.9399) embed_mse 1330.9698 (1309.6757) mask_bce 0.2523 (0.2467) mask_dice 0.8389 (0.8471) mem 21940MB +[2025-12-25 10:07:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1140/1573] eta 0:05:26 lr 0.000006 time 0.4214 (0.7546) loss 1283.8505 (1310.7769) grad_norm 179.5384 (215.6836) embed_mse 1282.7318 (1309.6830) mask_bce 0.2886 (0.2468) mask_dice 0.8301 (0.8471) mem 21940MB +[2025-12-25 10:07:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1150/1573] eta 0:05:18 lr 0.000006 time 0.4246 (0.7534) loss 1279.2262 (1310.7697) grad_norm 169.2885 (215.3592) embed_mse 1278.1276 (1309.6758) mask_bce 0.2652 (0.2469) mask_dice 0.8334 (0.8471) mem 21940MB +[2025-12-25 10:07:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1160/1573] eta 0:05:10 lr 0.000006 time 2.8004 (0.7529) loss 1293.7930 (1310.8439) grad_norm 266.4556 (216.4470) embed_mse 1292.6919 (1309.7500) mask_bce 0.2675 (0.2468) mask_dice 0.8337 (0.8471) mem 21940MB +[2025-12-25 10:07:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1170/1573] eta 0:05:03 lr 0.000006 time 0.4219 (0.7537) loss 1277.6042 (1310.7938) grad_norm 237.4190 (216.5907) embed_mse 1276.5043 (1309.7001) mask_bce 0.2536 (0.2467) mask_dice 0.8464 (0.8471) mem 21940MB +[2025-12-25 10:07:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1180/1573] eta 0:04:55 lr 0.000006 time 0.4166 (0.7530) loss 1288.9380 (1310.9140) grad_norm 178.9250 (216.3344) embed_mse 1287.8342 (1309.8204) mask_bce 0.2778 (0.2466) mask_dice 0.8259 (0.8471) mem 21940MB +[2025-12-25 10:07:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1190/1573] eta 0:04:47 lr 0.000006 time 0.4203 (0.7504) loss 1256.7863 (1310.8281) grad_norm 324.1399 (217.0629) embed_mse 1255.7194 (1309.7346) mask_bce 0.2069 (0.2464) mask_dice 0.8600 (0.8471) mem 21940MB +[2025-12-25 10:07:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1200/1573] eta 0:04:38 lr 0.000006 time 0.4143 (0.7477) loss 1325.0631 (1310.6865) grad_norm 207.6923 (216.6571) embed_mse 1323.9832 (1309.5930) mask_bce 0.2308 (0.2464) mask_dice 0.8492 (0.8471) mem 21940MB +[2025-12-25 10:07:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1210/1573] eta 0:04:31 lr 0.000006 time 0.4202 (0.7478) loss 1303.8398 (1310.7322) grad_norm 186.5270 (216.4576) embed_mse 1302.7712 (1309.6387) mask_bce 0.2149 (0.2464) mask_dice 0.8537 (0.8471) mem 21940MB +[2025-12-25 10:08:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1220/1573] eta 0:04:25 lr 0.000006 time 3.4833 (0.7523) loss 1337.6361 (1310.7802) grad_norm 190.9716 (216.2899) embed_mse 1336.5529 (1309.6868) mask_bce 0.2205 (0.2462) mask_dice 0.8627 (0.8472) mem 21940MB +[2025-12-25 10:08:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1230/1573] eta 0:04:17 lr 0.000006 time 0.4225 (0.7510) loss 1316.8173 (1310.8871) grad_norm 321.0959 (216.9749) embed_mse 1315.7183 (1309.7938) mask_bce 0.2423 (0.2461) mask_dice 0.8567 (0.8472) mem 21940MB +[2025-12-25 10:08:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1240/1573] eta 0:04:09 lr 0.000006 time 0.4243 (0.7496) loss 1271.6782 (1310.8776) grad_norm 177.4484 (216.6623) embed_mse 1270.5785 (1309.7843) mask_bce 0.2336 (0.2462) mask_dice 0.8661 (0.8471) mem 21940MB +[2025-12-25 10:08:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1250/1573] eta 0:04:01 lr 0.000006 time 0.4512 (0.7491) loss 1335.3208 (1310.8205) grad_norm 319.0464 (217.3187) embed_mse 1334.2284 (1309.7272) mask_bce 0.2371 (0.2461) mask_dice 0.8552 (0.8471) mem 21940MB +[2025-12-25 10:08:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1260/1573] eta 0:03:54 lr 0.000006 time 3.7182 (0.7492) loss 1284.5718 (1310.7396) grad_norm 213.9714 (217.2973) embed_mse 1283.4850 (1309.6462) mask_bce 0.2529 (0.2462) mask_dice 0.8339 (0.8471) mem 21940MB +[2025-12-25 10:08:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1270/1573] eta 0:03:46 lr 0.000006 time 0.4166 (0.7467) loss 1348.5470 (1310.8045) grad_norm 163.7998 (216.9588) embed_mse 1347.4540 (1309.7112) mask_bce 0.2537 (0.2462) mask_dice 0.8394 (0.8471) mem 21940MB +[2025-12-25 10:08:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1280/1573] eta 0:03:38 lr 0.000006 time 0.4171 (0.7453) loss 1331.1139 (1310.7378) grad_norm 188.4377 (216.4761) embed_mse 1330.0508 (1309.6445) mask_bce 0.1926 (0.2462) mask_dice 0.8705 (0.8471) mem 21940MB +[2025-12-25 10:08:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1290/1573] eta 0:03:30 lr 0.000006 time 0.4176 (0.7454) loss 1372.6221 (1310.8814) grad_norm 336.8405 (217.2237) embed_mse 1371.5367 (1309.7880) mask_bce 0.2266 (0.2462) mask_dice 0.8588 (0.8472) mem 21940MB +[2025-12-25 10:08:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1300/1573] eta 0:03:23 lr 0.000006 time 0.4187 (0.7438) loss 1350.5034 (1310.9328) grad_norm 185.0384 (217.0250) embed_mse 1349.4238 (1309.8394) mask_bce 0.2231 (0.2462) mask_dice 0.8564 (0.8472) mem 21940MB +[2025-12-25 10:08:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1310/1573] eta 0:03:15 lr 0.000006 time 0.4300 (0.7419) loss 1254.0133 (1310.8376) grad_norm 279.5340 (217.4085) embed_mse 1252.9497 (1309.7442) mask_bce 0.2196 (0.2461) mask_dice 0.8440 (0.8472) mem 21940MB +[2025-12-25 10:08:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1320/1573] eta 0:03:07 lr 0.000006 time 0.4170 (0.7395) loss 1307.4097 (1310.8104) grad_norm 206.5310 (217.4804) embed_mse 1306.3302 (1309.7170) mask_bce 0.2396 (0.2462) mask_dice 0.8399 (0.8472) mem 21940MB +[2025-12-25 10:09:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1330/1573] eta 0:02:59 lr 0.000006 time 0.4143 (0.7374) loss 1338.0400 (1310.8265) grad_norm 161.0828 (217.1407) embed_mse 1336.9672 (1309.7331) mask_bce 0.2093 (0.2462) mask_dice 0.8637 (0.8472) mem 21940MB +[2025-12-25 10:09:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1340/1573] eta 0:02:51 lr 0.000006 time 0.9072 (0.7356) loss 1298.7155 (1310.8647) grad_norm 203.3647 (217.0582) embed_mse 1297.6146 (1309.7711) mask_bce 0.2520 (0.2463) mask_dice 0.8488 (0.8472) mem 21940MB +[2025-12-25 10:09:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1350/1573] eta 0:02:44 lr 0.000006 time 0.4183 (0.7354) loss 1317.3975 (1310.9716) grad_norm 281.3569 (217.4409) embed_mse 1316.2518 (1309.8781) mask_bce 0.3033 (0.2462) mask_dice 0.8424 (0.8472) mem 21940MB +[2025-12-25 10:09:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1360/1573] eta 0:02:36 lr 0.000006 time 0.4181 (0.7343) loss 1217.9153 (1310.9400) grad_norm 232.5320 (217.1722) embed_mse 1216.8613 (1309.8466) mask_bce 0.2061 (0.2461) mask_dice 0.8479 (0.8473) mem 21940MB +[2025-12-25 10:09:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1370/1573] eta 0:02:28 lr 0.000006 time 0.4168 (0.7334) loss 1370.2271 (1310.9943) grad_norm 158.7878 (216.8308) embed_mse 1369.1493 (1309.9009) mask_bce 0.2178 (0.2461) mask_dice 0.8600 (0.8473) mem 21940MB +[2025-12-25 10:09:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1380/1573] eta 0:02:21 lr 0.000006 time 0.4219 (0.7320) loss 1358.5569 (1310.9340) grad_norm 178.2026 (216.6062) embed_mse 1357.4454 (1309.8406) mask_bce 0.2785 (0.2461) mask_dice 0.8330 (0.8473) mem 21940MB +[2025-12-25 10:09:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1390/1573] eta 0:02:14 lr 0.000006 time 0.4208 (0.7324) loss 1286.0494 (1310.9994) grad_norm 204.7034 (216.5374) embed_mse 1284.9557 (1309.9061) mask_bce 0.2551 (0.2460) mask_dice 0.8387 (0.8473) mem 21940MB +[2025-12-25 10:09:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1400/1573] eta 0:02:06 lr 0.000006 time 0.4717 (0.7311) loss 1285.8885 (1311.0450) grad_norm 166.3750 (216.0515) embed_mse 1284.8025 (1309.9516) mask_bce 0.2465 (0.2461) mask_dice 0.8396 (0.8473) mem 21940MB +[2025-12-25 10:09:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1410/1573] eta 0:01:59 lr 0.000006 time 0.4227 (0.7311) loss 1431.7457 (1311.1595) grad_norm 215.1750 (216.0466) embed_mse 1430.6345 (1310.0660) mask_bce 0.2630 (0.2462) mask_dice 0.8482 (0.8473) mem 21940MB +[2025-12-25 10:10:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1420/1573] eta 0:01:51 lr 0.000006 time 3.3603 (0.7310) loss 1299.2660 (1311.1258) grad_norm 188.3524 (215.8901) embed_mse 1298.1636 (1310.0323) mask_bce 0.2628 (0.2462) mask_dice 0.8396 (0.8473) mem 21940MB +[2025-12-25 10:10:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1430/1573] eta 0:01:44 lr 0.000006 time 0.4279 (0.7289) loss 1386.8584 (1311.2116) grad_norm 169.6961 (215.6306) embed_mse 1385.7625 (1310.1180) mask_bce 0.2637 (0.2463) mask_dice 0.8321 (0.8473) mem 21940MB +[2025-12-25 10:10:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1440/1573] eta 0:01:36 lr 0.000006 time 0.4276 (0.7268) loss 1269.3555 (1311.0649) grad_norm 165.2880 (215.3404) embed_mse 1268.2708 (1309.9714) mask_bce 0.2356 (0.2462) mask_dice 0.8491 (0.8473) mem 21940MB +[2025-12-25 10:10:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1450/1573] eta 0:01:29 lr 0.000006 time 0.4237 (0.7248) loss 1334.8911 (1311.1274) grad_norm 184.2011 (215.1684) embed_mse 1333.7993 (1310.0338) mask_bce 0.2505 (0.2463) mask_dice 0.8413 (0.8473) mem 21940MB +[2025-12-25 10:10:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1460/1573] eta 0:01:21 lr 0.000006 time 0.4184 (0.7232) loss 1283.9818 (1311.0709) grad_norm 220.4890 (215.1976) embed_mse 1282.8945 (1309.9773) mask_bce 0.2362 (0.2463) mask_dice 0.8511 (0.8473) mem 21940MB +[2025-12-25 10:10:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1470/1573] eta 0:01:14 lr 0.000006 time 0.4228 (0.7229) loss 1346.7802 (1310.9581) grad_norm 243.9863 (215.3549) embed_mse 1345.6049 (1309.8645) mask_bce 0.3132 (0.2463) mask_dice 0.8620 (0.8473) mem 21940MB +[2025-12-25 10:10:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1480/1573] eta 0:01:07 lr 0.000006 time 0.4213 (0.7216) loss 1324.3853 (1311.0922) grad_norm 162.3869 (215.0328) embed_mse 1323.2645 (1309.9986) mask_bce 0.3044 (0.2463) mask_dice 0.8163 (0.8473) mem 21940MB +[2025-12-25 10:10:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1490/1573] eta 0:00:59 lr 0.000006 time 0.4297 (0.7207) loss 1291.1599 (1311.1324) grad_norm 220.2895 (215.0611) embed_mse 1290.0789 (1310.0388) mask_bce 0.2311 (0.2463) mask_dice 0.8500 (0.8473) mem 21940MB +[2025-12-25 10:10:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1500/1573] eta 0:00:52 lr 0.000006 time 0.4175 (0.7206) loss 1382.2140 (1311.2004) grad_norm 174.7163 (214.8453) embed_mse 1381.1237 (1310.1068) mask_bce 0.2496 (0.2463) mask_dice 0.8408 (0.8473) mem 21940MB +[2025-12-25 10:10:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1510/1573] eta 0:00:45 lr 0.000006 time 0.4174 (0.7186) loss 1284.8845 (1311.1052) grad_norm 211.1486 (214.8257) embed_mse 1283.8359 (1310.0116) mask_bce 0.2052 (0.2462) mask_dice 0.8434 (0.8473) mem 21940MB +[2025-12-25 10:10:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1520/1573] eta 0:00:38 lr 0.000006 time 0.4180 (0.7186) loss 1373.1327 (1311.0912) grad_norm 198.4917 (214.6716) embed_mse 1372.0203 (1309.9977) mask_bce 0.2736 (0.2462) mask_dice 0.8389 (0.8473) mem 21940MB +[2025-12-25 10:10:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1530/1573] eta 0:00:30 lr 0.000006 time 0.4183 (0.7167) loss 1263.4430 (1311.1517) grad_norm 210.4043 (214.6493) embed_mse 1262.3770 (1310.0581) mask_bce 0.2093 (0.2463) mask_dice 0.8566 (0.8473) mem 21940MB +[2025-12-25 10:11:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1540/1573] eta 0:00:23 lr 0.000006 time 0.4240 (0.7150) loss 1366.7740 (1311.2915) grad_norm 149.2335 (214.3086) embed_mse 1365.6541 (1310.1979) mask_bce 0.2696 (0.2463) mask_dice 0.8504 (0.8473) mem 21940MB +[2025-12-25 10:11:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1550/1573] eta 0:00:16 lr 0.000006 time 0.4316 (0.7149) loss 1322.3787 (1311.2355) grad_norm 223.4648 (214.3560) embed_mse 1321.2438 (1310.1419) mask_bce 0.3246 (0.2463) mask_dice 0.8103 (0.8473) mem 21940MB +[2025-12-25 10:11:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1560/1573] eta 0:00:09 lr 0.000006 time 0.9274 (0.7143) loss 1325.7241 (1311.3908) grad_norm 162.1102 (213.7571) embed_mse 1324.6235 (1310.2971) mask_bce 0.2503 (0.2463) mask_dice 0.8503 (0.8473) mem 21940MB +[2025-12-25 10:11:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1570/1573] eta 0:00:02 lr 0.000006 time 0.4241 (0.7150) loss 1283.8242 (1311.4957) grad_norm 323.1323 (214.3151) embed_mse 1282.7295 (1310.4020) mask_bce 0.2778 (0.2463) mask_dice 0.8170 (0.8474) mem 21940MB +[2025-12-25 10:11:26 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 23 training takes 0:18:45 +[2025-12-25 10:11:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][0/1573] eta 2:44:53 lr 0.000006 time 6.2898 (6.2898) loss 1324.2706 (1324.2706) grad_norm 0.0000 (0.0000) embed_mse 1323.1732 (1323.1732) mask_bce 0.2666 (0.2666) mask_dice 0.8308 (0.8308) mem 21940MB +[2025-12-25 10:11:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][10/1573] eta 0:26:58 lr 0.000006 time 0.4297 (1.0357) loss 1358.3872 (1321.7713) grad_norm 335.3870 (335.3870) embed_mse 1357.3286 (1320.6796) mask_bce 0.2259 (0.2457) mask_dice 0.8327 (0.8459) mem 21940MB +[2025-12-25 10:11:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][20/1573] eta 0:20:43 lr 0.000006 time 0.4367 (0.8006) loss 1327.1978 (1309.1815) grad_norm 203.8184 (269.6027) embed_mse 1326.1025 (1308.0925) mask_bce 0.2322 (0.2433) mask_dice 0.8630 (0.8457) mem 21940MB +[2025-12-25 10:11:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][30/1573] eta 0:19:47 lr 0.000006 time 0.4299 (0.7694) loss 1297.7108 (1305.8612) grad_norm 226.2077 (255.1377) embed_mse 1296.6401 (1304.7734) mask_bce 0.2322 (0.2426) mask_dice 0.8384 (0.8452) mem 21940MB +[2025-12-25 10:11:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][40/1573] eta 0:17:31 lr 0.000006 time 0.4228 (0.6861) loss 1246.8195 (1306.0891) grad_norm 153.5085 (232.8147) embed_mse 1245.6200 (1304.9986) mask_bce 0.3451 (0.2438) mask_dice 0.8543 (0.8467) mem 21940MB +[2025-12-25 10:11:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][50/1573] eta 0:16:09 lr 0.000006 time 0.4257 (0.6367) loss 1318.7437 (1313.4528) grad_norm 166.9300 (221.8339) embed_mse 1317.6747 (1312.3599) mask_bce 0.2055 (0.2473) mask_dice 0.8634 (0.8456) mem 21940MB +[2025-12-25 10:12:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][60/1573] eta 0:17:38 lr 0.000006 time 0.4259 (0.6998) loss 1266.1685 (1308.9265) grad_norm 191.6174 (217.5173) embed_mse 1265.0830 (1307.8331) mask_bce 0.2667 (0.2482) mask_dice 0.8189 (0.8451) mem 21940MB +[2025-12-25 10:12:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][70/1573] eta 0:16:52 lr 0.000006 time 0.4218 (0.6739) loss 1407.3960 (1310.8887) grad_norm 180.8830 (212.9380) embed_mse 1406.3080 (1309.7951) mask_bce 0.2378 (0.2489) mask_dice 0.8503 (0.8448) mem 21940MB +[2025-12-25 10:12:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][80/1573] eta 0:16:13 lr 0.000005 time 0.4210 (0.6520) loss 1308.5911 (1309.4789) grad_norm 172.3301 (221.4831) embed_mse 1307.5128 (1308.3862) mask_bce 0.2010 (0.2480) mask_dice 0.8772 (0.8447) mem 21940MB +[2025-12-25 10:12:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][90/1573] eta 0:16:29 lr 0.000005 time 1.1899 (0.6670) loss 1384.2852 (1311.6981) grad_norm 228.2533 (222.0986) embed_mse 1383.1804 (1310.6060) mask_bce 0.2527 (0.2466) mask_dice 0.8520 (0.8455) mem 21940MB +[2025-12-25 10:12:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][100/1573] eta 0:15:47 lr 0.000005 time 0.4232 (0.6434) loss 1293.9115 (1311.8309) grad_norm 156.2686 (216.6127) embed_mse 1292.8196 (1310.7390) mask_bce 0.2441 (0.2467) mask_dice 0.8478 (0.8451) mem 21940MB +[2025-12-25 10:12:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][110/1573] eta 0:15:15 lr 0.000005 time 0.4456 (0.6254) loss 1323.2170 (1311.7330) grad_norm 148.6283 (211.3832) embed_mse 1322.1249 (1310.6409) mask_bce 0.2346 (0.2462) mask_dice 0.8575 (0.8459) mem 21940MB +[2025-12-25 10:12:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][120/1573] eta 0:14:57 lr 0.000005 time 0.4289 (0.6175) loss 1347.6831 (1312.5091) grad_norm 210.3017 (209.5822) embed_mse 1346.5643 (1311.4180) mask_bce 0.2687 (0.2449) mask_dice 0.8501 (0.8463) mem 21940MB +[2025-12-25 10:12:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][130/1573] eta 0:14:30 lr 0.000005 time 0.4228 (0.6031) loss 1283.5334 (1312.8354) grad_norm 276.9719 (213.7941) embed_mse 1282.4211 (1311.7429) mask_bce 0.2659 (0.2466) mask_dice 0.8463 (0.8459) mem 21940MB +[2025-12-25 10:12:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][140/1573] eta 0:14:26 lr 0.000005 time 0.4438 (0.6046) loss 1329.3040 (1312.9722) grad_norm 210.0233 (213.5723) embed_mse 1328.2463 (1311.8807) mask_bce 0.2001 (0.2453) mask_dice 0.8575 (0.8462) mem 21940MB +[2025-12-25 10:12:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][150/1573] eta 0:14:04 lr 0.000005 time 0.4271 (0.5936) loss 1362.8180 (1313.1198) grad_norm 187.9709 (212.1500) embed_mse 1361.7565 (1312.0277) mask_bce 0.1740 (0.2457) mask_dice 0.8876 (0.8464) mem 21940MB +[2025-12-25 10:13:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][160/1573] eta 0:13:43 lr 0.000005 time 0.4203 (0.5831) loss 1269.5344 (1314.6907) grad_norm 277.2023 (215.0227) embed_mse 1268.4623 (1313.5985) mask_bce 0.2326 (0.2461) mask_dice 0.8396 (0.8462) mem 21940MB +[2025-12-25 10:13:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][170/1573] eta 0:13:25 lr 0.000005 time 0.4266 (0.5740) loss 1252.8478 (1313.8406) grad_norm 186.3051 (213.6552) embed_mse 1251.7260 (1312.7475) mask_bce 0.2865 (0.2470) mask_dice 0.8353 (0.8460) mem 21940MB +[2025-12-25 10:13:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][180/1573] eta 0:13:08 lr 0.000005 time 0.4246 (0.5658) loss 1333.0786 (1314.5967) grad_norm 167.1793 (211.5427) embed_mse 1331.9913 (1313.5034) mask_bce 0.2348 (0.2471) mask_dice 0.8525 (0.8462) mem 21940MB +[2025-12-25 10:13:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][190/1573] eta 0:12:57 lr 0.000005 time 0.4251 (0.5621) loss 1287.5839 (1315.5242) grad_norm 223.9307 (212.0813) embed_mse 1286.4781 (1314.4307) mask_bce 0.2677 (0.2468) mask_dice 0.8380 (0.8467) mem 21940MB +[2025-12-25 10:13:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][200/1573] eta 0:12:42 lr 0.000005 time 0.4205 (0.5554) loss 1385.2463 (1316.0783) grad_norm 244.4869 (211.4103) embed_mse 1384.1542 (1314.9843) mask_bce 0.2402 (0.2473) mask_dice 0.8519 (0.8467) mem 21940MB +[2025-12-25 10:13:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][210/1573] eta 0:12:28 lr 0.000005 time 0.4159 (0.5490) loss 1345.2671 (1315.6128) grad_norm 191.0770 (210.6283) embed_mse 1344.1899 (1314.5189) mask_bce 0.2225 (0.2469) mask_dice 0.8546 (0.8469) mem 21940MB +[2025-12-25 10:13:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][220/1573] eta 0:12:15 lr 0.000005 time 0.4574 (0.5434) loss 1247.4658 (1315.2804) grad_norm 174.1711 (209.2780) embed_mse 1246.3511 (1314.1864) mask_bce 0.2762 (0.2468) mask_dice 0.8384 (0.8472) mem 21940MB +[2025-12-25 10:13:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][230/1573] eta 0:12:02 lr 0.000005 time 0.4229 (0.5382) loss 1344.9058 (1315.4695) grad_norm 216.1149 (209.5222) embed_mse 1343.8059 (1314.3746) mask_bce 0.2594 (0.2475) mask_dice 0.8404 (0.8475) mem 21940MB +[2025-12-25 10:13:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][240/1573] eta 0:11:51 lr 0.000005 time 0.4180 (0.5334) loss 1211.7760 (1314.4572) grad_norm 187.8864 (207.5236) embed_mse 1210.6805 (1313.3627) mask_bce 0.2205 (0.2469) mask_dice 0.8751 (0.8476) mem 21940MB +[2025-12-25 10:13:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][250/1573] eta 0:12:01 lr 0.000005 time 0.4236 (0.5450) loss 1288.0518 (1314.3877) grad_norm 277.6063 (209.7843) embed_mse 1286.9503 (1313.2936) mask_bce 0.2604 (0.2466) mask_dice 0.8411 (0.8475) mem 21940MB +[2025-12-25 10:13:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][260/1573] eta 0:11:49 lr 0.000005 time 0.4180 (0.5404) loss 1270.7909 (1314.1834) grad_norm 146.2820 (207.7999) embed_mse 1269.6963 (1313.0891) mask_bce 0.2664 (0.2471) mask_dice 0.8283 (0.8471) mem 21940MB +[2025-12-25 10:13:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][270/1573] eta 0:11:40 lr 0.000005 time 0.4151 (0.5379) loss 1318.4441 (1313.7061) grad_norm 228.2461 (208.4194) embed_mse 1317.3600 (1312.6119) mask_bce 0.2437 (0.2467) mask_dice 0.8405 (0.8475) mem 21940MB +[2025-12-25 10:13:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][280/1573] eta 0:11:41 lr 0.000005 time 0.4210 (0.5422) loss 1313.9194 (1313.6928) grad_norm 371.8074 (216.3074) embed_mse 1312.8298 (1312.5985) mask_bce 0.2269 (0.2470) mask_dice 0.8626 (0.8473) mem 21940MB +[2025-12-25 10:14:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][290/1573] eta 0:11:36 lr 0.000005 time 0.4231 (0.5428) loss 1408.2457 (1314.2326) grad_norm 204.1577 (215.9699) embed_mse 1407.1539 (1313.1383) mask_bce 0.2508 (0.2468) mask_dice 0.8409 (0.8475) mem 21940MB +[2025-12-25 10:14:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][300/1573] eta 0:11:28 lr 0.000005 time 0.4200 (0.5407) loss 1311.0432 (1314.1459) grad_norm 250.5547 (216.9047) embed_mse 1309.9824 (1313.0516) mask_bce 0.1890 (0.2467) mask_dice 0.8718 (0.8476) mem 21940MB +[2025-12-25 10:14:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][310/1573] eta 0:11:20 lr 0.000005 time 0.4209 (0.5387) loss 1316.2084 (1313.5426) grad_norm 157.3659 (215.3378) embed_mse 1315.1060 (1312.4484) mask_bce 0.2591 (0.2468) mask_dice 0.8432 (0.8474) mem 21940MB +[2025-12-25 10:14:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][320/1573] eta 0:11:29 lr 0.000005 time 2.1442 (0.5502) loss 1290.5848 (1313.3596) grad_norm 183.1449 (213.7622) embed_mse 1289.5271 (1312.2656) mask_bce 0.1979 (0.2466) mask_dice 0.8597 (0.8474) mem 21940MB +[2025-12-25 10:14:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][330/1573] eta 0:11:21 lr 0.000005 time 0.4186 (0.5479) loss 1350.1763 (1313.1313) grad_norm 228.3237 (214.1173) embed_mse 1349.0950 (1312.0374) mask_bce 0.2169 (0.2463) mask_dice 0.8644 (0.8475) mem 21940MB +[2025-12-25 10:14:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][340/1573] eta 0:11:13 lr 0.000005 time 0.4257 (0.5461) loss 1272.5901 (1312.8337) grad_norm 180.4038 (213.3146) embed_mse 1271.5055 (1311.7396) mask_bce 0.2382 (0.2469) mask_dice 0.8465 (0.8472) mem 21940MB +[2025-12-25 10:14:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][350/1573] eta 0:11:14 lr 0.000005 time 0.4255 (0.5516) loss 1335.2933 (1312.3175) grad_norm 290.7760 (215.1161) embed_mse 1334.1598 (1311.2233) mask_bce 0.3153 (0.2471) mask_dice 0.8182 (0.8471) mem 21940MB +[2025-12-25 10:14:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][360/1573] eta 0:11:12 lr 0.000005 time 0.4240 (0.5540) loss 1272.8599 (1311.9198) grad_norm 203.6074 (214.8762) embed_mse 1271.7640 (1310.8256) mask_bce 0.2516 (0.2469) mask_dice 0.8442 (0.8472) mem 21940MB +[2025-12-25 10:14:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][370/1573] eta 0:11:09 lr 0.000005 time 0.4209 (0.5562) loss 1364.4730 (1311.7695) grad_norm 224.0115 (215.0748) embed_mse 1363.3617 (1310.6754) mask_bce 0.2631 (0.2470) mask_dice 0.8483 (0.8472) mem 21940MB +[2025-12-25 10:14:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][380/1573] eta 0:10:59 lr 0.000005 time 0.4270 (0.5528) loss 1324.7777 (1312.0172) grad_norm 226.1826 (215.3111) embed_mse 1323.6826 (1310.9233) mask_bce 0.2612 (0.2468) mask_dice 0.8340 (0.8471) mem 21940MB +[2025-12-25 10:15:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][390/1573] eta 0:10:50 lr 0.000005 time 0.4230 (0.5496) loss 1321.7449 (1311.8101) grad_norm 220.3917 (215.4170) embed_mse 1320.6382 (1310.7164) mask_bce 0.2745 (0.2466) mask_dice 0.8323 (0.8471) mem 21940MB +[2025-12-25 10:15:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][400/1573] eta 0:10:49 lr 0.000005 time 0.4208 (0.5538) loss 1341.0912 (1311.9556) grad_norm 156.9285 (214.4950) embed_mse 1340.0034 (1310.8618) mask_bce 0.2484 (0.2466) mask_dice 0.8394 (0.8472) mem 21940MB +[2025-12-25 10:15:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][410/1573] eta 0:10:40 lr 0.000005 time 0.4231 (0.5507) loss 1319.1313 (1311.5814) grad_norm 208.2478 (214.3725) embed_mse 1318.0220 (1310.4876) mask_bce 0.2524 (0.2467) mask_dice 0.8570 (0.8472) mem 21940MB +[2025-12-25 10:15:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][420/1573] eta 0:10:32 lr 0.000005 time 0.4371 (0.5483) loss 1233.5808 (1311.3090) grad_norm 166.6700 (213.4551) embed_mse 1232.4889 (1310.2153) mask_bce 0.2409 (0.2466) mask_dice 0.8510 (0.8472) mem 21940MB +[2025-12-25 10:15:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][430/1573] eta 0:10:23 lr 0.000005 time 0.4226 (0.5455) loss 1279.2959 (1311.0149) grad_norm 173.4153 (212.6997) embed_mse 1278.1873 (1309.9211) mask_bce 0.2901 (0.2467) mask_dice 0.8185 (0.8472) mem 21940MB +[2025-12-25 10:15:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][440/1573] eta 0:10:16 lr 0.000005 time 0.4181 (0.5446) loss 1358.6559 (1311.0583) grad_norm 259.9173 (213.0852) embed_mse 1357.5566 (1309.9642) mask_bce 0.2451 (0.2469) mask_dice 0.8542 (0.8471) mem 21940MB +[2025-12-25 10:15:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][450/1573] eta 0:10:11 lr 0.000005 time 0.4178 (0.5449) loss 1341.1217 (1311.1035) grad_norm 188.6611 (212.6491) embed_mse 1340.0393 (1310.0098) mask_bce 0.2439 (0.2466) mask_dice 0.8385 (0.8471) mem 21940MB +[2025-12-25 10:15:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][460/1573] eta 0:10:06 lr 0.000005 time 0.4175 (0.5453) loss 1291.4525 (1310.6588) grad_norm 240.4571 (213.1370) embed_mse 1290.3512 (1309.5651) mask_bce 0.2705 (0.2466) mask_dice 0.8308 (0.8471) mem 21940MB +[2025-12-25 10:15:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][470/1573] eta 0:09:58 lr 0.000005 time 0.4286 (0.5429) loss 1288.2174 (1310.6216) grad_norm 311.0720 (214.8255) embed_mse 1287.1150 (1309.5277) mask_bce 0.2884 (0.2470) mask_dice 0.8141 (0.8469) mem 21940MB +[2025-12-25 10:15:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][480/1573] eta 0:09:50 lr 0.000005 time 0.4277 (0.5405) loss 1326.4600 (1310.3649) grad_norm 140.2546 (213.0583) embed_mse 1325.3740 (1309.2709) mask_bce 0.2344 (0.2472) mask_dice 0.8515 (0.8468) mem 21940MB +[2025-12-25 10:15:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][490/1573] eta 0:09:42 lr 0.000005 time 0.4165 (0.5382) loss 1315.3613 (1310.4533) grad_norm 137.1874 (211.8145) embed_mse 1314.2844 (1309.3594) mask_bce 0.2380 (0.2470) mask_dice 0.8389 (0.8469) mem 21940MB +[2025-12-25 10:15:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][500/1573] eta 0:09:35 lr 0.000005 time 0.4211 (0.5359) loss 1319.3073 (1310.4755) grad_norm 214.3383 (211.8552) embed_mse 1318.2131 (1309.3816) mask_bce 0.2351 (0.2470) mask_dice 0.8591 (0.8469) mem 21940MB +[2025-12-25 10:16:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][510/1573] eta 0:09:30 lr 0.000005 time 0.4194 (0.5367) loss 1239.6663 (1310.8161) grad_norm 252.9296 (212.5072) embed_mse 1238.6021 (1309.7223) mask_bce 0.2300 (0.2468) mask_dice 0.8342 (0.8470) mem 21940MB +[2025-12-25 10:16:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][520/1573] eta 0:09:24 lr 0.000005 time 0.4186 (0.5362) loss 1331.7451 (1311.0170) grad_norm 315.3942 (213.2683) embed_mse 1330.6345 (1309.9233) mask_bce 0.2672 (0.2465) mask_dice 0.8434 (0.8472) mem 21940MB +[2025-12-25 10:16:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][530/1573] eta 0:09:16 lr 0.000005 time 0.4192 (0.5340) loss 1323.1632 (1310.9886) grad_norm 217.4300 (213.3314) embed_mse 1322.0604 (1309.8949) mask_bce 0.2324 (0.2465) mask_dice 0.8704 (0.8471) mem 21940MB +[2025-12-25 10:16:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][540/1573] eta 0:09:09 lr 0.000005 time 0.4159 (0.5320) loss 1317.6514 (1310.6068) grad_norm 179.2545 (212.8228) embed_mse 1316.5907 (1309.5133) mask_bce 0.2182 (0.2466) mask_dice 0.8424 (0.8470) mem 21940MB +[2025-12-25 10:16:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][550/1573] eta 0:09:02 lr 0.000005 time 0.4223 (0.5300) loss 1304.5907 (1310.4302) grad_norm 221.1047 (212.9446) embed_mse 1303.4679 (1309.3365) mask_bce 0.2677 (0.2466) mask_dice 0.8551 (0.8470) mem 21940MB +[2025-12-25 10:16:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][560/1573] eta 0:08:57 lr 0.000005 time 0.4194 (0.5303) loss 1367.6735 (1310.2062) grad_norm 145.3130 (211.2441) embed_mse 1366.5697 (1309.1125) mask_bce 0.2660 (0.2467) mask_dice 0.8378 (0.8470) mem 21940MB +[2025-12-25 10:16:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][570/1573] eta 0:08:51 lr 0.000005 time 0.4191 (0.5297) loss 1330.1798 (1310.1696) grad_norm 199.7207 (211.0818) embed_mse 1329.1101 (1309.0761) mask_bce 0.2312 (0.2464) mask_dice 0.8385 (0.8471) mem 21940MB +[2025-12-25 10:16:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][580/1573] eta 0:08:44 lr 0.000005 time 0.4282 (0.5280) loss 1318.7935 (1310.2114) grad_norm 256.5751 (211.7137) embed_mse 1317.7150 (1309.1179) mask_bce 0.2182 (0.2464) mask_dice 0.8602 (0.8471) mem 21940MB +[2025-12-25 10:16:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][590/1573] eta 0:08:37 lr 0.000005 time 0.4213 (0.5262) loss 1281.5208 (1309.8647) grad_norm 229.8639 (211.9623) embed_mse 1280.4303 (1308.7715) mask_bce 0.2462 (0.2461) mask_dice 0.8444 (0.8471) mem 21940MB +[2025-12-25 10:16:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][600/1573] eta 0:08:30 lr 0.000005 time 0.4213 (0.5245) loss 1314.4230 (1310.0821) grad_norm 186.0284 (211.3306) embed_mse 1313.3295 (1308.9890) mask_bce 0.2371 (0.2459) mask_dice 0.8564 (0.8472) mem 21940MB +[2025-12-25 10:16:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][610/1573] eta 0:08:23 lr 0.000005 time 0.4198 (0.5229) loss 1409.0568 (1310.1861) grad_norm 176.0843 (210.8668) embed_mse 1407.9705 (1309.0930) mask_bce 0.2404 (0.2459) mask_dice 0.8459 (0.8472) mem 21940MB +[2025-12-25 10:16:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][620/1573] eta 0:08:17 lr 0.000005 time 0.4175 (0.5223) loss 1303.7948 (1310.1306) grad_norm 152.1200 (210.1039) embed_mse 1302.7122 (1309.0377) mask_bce 0.2262 (0.2458) mask_dice 0.8565 (0.8472) mem 21940MB +[2025-12-25 10:16:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][630/1573] eta 0:08:11 lr 0.000005 time 0.4242 (0.5208) loss 1268.5375 (1309.9205) grad_norm 217.3779 (210.1971) embed_mse 1267.4227 (1308.8275) mask_bce 0.2777 (0.2459) mask_dice 0.8370 (0.8471) mem 21940MB +[2025-12-25 10:16:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][640/1573] eta 0:08:04 lr 0.000005 time 0.4266 (0.5197) loss 1248.6412 (1310.0472) grad_norm 256.6832 (210.3330) embed_mse 1247.5419 (1308.9541) mask_bce 0.2598 (0.2461) mask_dice 0.8396 (0.8470) mem 21940MB +[2025-12-25 10:17:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][650/1573] eta 0:07:59 lr 0.000005 time 0.4252 (0.5197) loss 1316.5848 (1310.0848) grad_norm 193.3328 (210.1231) embed_mse 1315.5190 (1308.9918) mask_bce 0.2262 (0.2460) mask_dice 0.8396 (0.8470) mem 21940MB +[2025-12-25 10:17:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][660/1573] eta 0:07:53 lr 0.000005 time 0.4220 (0.5183) loss 1348.2850 (1310.2282) grad_norm 188.5964 (209.8606) embed_mse 1347.1713 (1309.1353) mask_bce 0.2420 (0.2458) mask_dice 0.8717 (0.8471) mem 21940MB +[2025-12-25 10:17:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][670/1573] eta 0:07:46 lr 0.000005 time 0.4207 (0.5169) loss 1338.6320 (1310.1223) grad_norm 270.9865 (210.5970) embed_mse 1337.5366 (1309.0295) mask_bce 0.2511 (0.2457) mask_dice 0.8442 (0.8472) mem 21940MB +[2025-12-25 10:17:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][680/1573] eta 0:07:40 lr 0.000005 time 0.4260 (0.5156) loss 1315.3352 (1310.1310) grad_norm 192.6296 (209.8975) embed_mse 1314.2153 (1309.0381) mask_bce 0.2956 (0.2458) mask_dice 0.8244 (0.8471) mem 21940MB +[2025-12-25 10:17:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][690/1573] eta 0:07:34 lr 0.000005 time 0.4206 (0.5143) loss 1277.6884 (1310.1040) grad_norm 145.4807 (209.1484) embed_mse 1276.6196 (1309.0111) mask_bce 0.2039 (0.2458) mask_dice 0.8648 (0.8471) mem 21940MB +[2025-12-25 10:17:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][700/1573] eta 0:07:27 lr 0.000005 time 0.4210 (0.5130) loss 1335.0925 (1310.2278) grad_norm 187.9445 (208.9047) embed_mse 1333.9924 (1309.1349) mask_bce 0.2460 (0.2458) mask_dice 0.8541 (0.8471) mem 21940MB +[2025-12-25 10:17:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][710/1573] eta 0:07:21 lr 0.000005 time 0.4246 (0.5118) loss 1324.0651 (1310.3381) grad_norm 208.1110 (208.8957) embed_mse 1322.9685 (1309.2452) mask_bce 0.2626 (0.2459) mask_dice 0.8340 (0.8470) mem 21940MB +[2025-12-25 10:17:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][720/1573] eta 0:07:15 lr 0.000005 time 0.4224 (0.5106) loss 1322.6733 (1310.0407) grad_norm 238.6367 (209.4056) embed_mse 1321.5857 (1308.9479) mask_bce 0.2212 (0.2457) mask_dice 0.8665 (0.8471) mem 21940MB +[2025-12-25 10:17:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][730/1573] eta 0:07:09 lr 0.000005 time 0.4218 (0.5094) loss 1311.2919 (1309.6361) grad_norm 215.7239 (209.4750) embed_mse 1310.2117 (1308.5434) mask_bce 0.2463 (0.2455) mask_dice 0.8338 (0.8471) mem 21940MB +[2025-12-25 10:17:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][740/1573] eta 0:07:04 lr 0.000005 time 0.4348 (0.5100) loss 1288.0548 (1309.7147) grad_norm 161.0528 (208.9487) embed_mse 1286.9812 (1308.6220) mask_bce 0.2145 (0.2456) mask_dice 0.8591 (0.8472) mem 21940MB +[2025-12-25 10:17:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][750/1573] eta 0:06:59 lr 0.000005 time 0.4242 (0.5096) loss 1261.7852 (1309.7760) grad_norm 162.8114 (208.4526) embed_mse 1260.6765 (1308.6832) mask_bce 0.2290 (0.2454) mask_dice 0.8796 (0.8473) mem 21940MB +[2025-12-25 10:17:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][760/1573] eta 0:06:53 lr 0.000005 time 0.4188 (0.5086) loss 1294.3905 (1309.6066) grad_norm 162.5302 (207.7785) embed_mse 1293.3005 (1308.5139) mask_bce 0.2353 (0.2453) mask_dice 0.8546 (0.8473) mem 21940MB +[2025-12-25 10:17:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][770/1573] eta 0:06:47 lr 0.000005 time 0.4288 (0.5075) loss 1275.7413 (1309.5180) grad_norm 169.3228 (207.3779) embed_mse 1274.6394 (1308.4252) mask_bce 0.2759 (0.2456) mask_dice 0.8260 (0.8472) mem 21940MB +[2025-12-25 10:18:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][780/1573] eta 0:06:44 lr 0.000005 time 0.4418 (0.5107) loss 1329.9080 (1309.7148) grad_norm 193.2272 (207.2320) embed_mse 1328.8212 (1308.6221) mask_bce 0.2441 (0.2456) mask_dice 0.8426 (0.8472) mem 21940MB +[2025-12-25 10:18:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][790/1573] eta 0:06:40 lr 0.000005 time 0.4191 (0.5115) loss 1268.1710 (1309.6853) grad_norm 170.9975 (206.8623) embed_mse 1267.0542 (1308.5923) mask_bce 0.2748 (0.2458) mask_dice 0.8420 (0.8471) mem 21940MB +[2025-12-25 10:18:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][800/1573] eta 0:06:34 lr 0.000005 time 0.4196 (0.5104) loss 1281.9778 (1309.5177) grad_norm 172.0195 (206.6191) embed_mse 1280.9116 (1308.4248) mask_bce 0.2168 (0.2458) mask_dice 0.8494 (0.8471) mem 21940MB +[2025-12-25 10:18:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][810/1573] eta 0:06:28 lr 0.000005 time 0.4195 (0.5094) loss 1267.2166 (1309.5355) grad_norm 203.5918 (206.5891) embed_mse 1266.1107 (1308.4425) mask_bce 0.2725 (0.2459) mask_dice 0.8334 (0.8471) mem 21940MB +[2025-12-25 10:18:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][820/1573] eta 0:06:22 lr 0.000005 time 0.4173 (0.5084) loss 1307.6311 (1309.6845) grad_norm 195.7890 (206.4832) embed_mse 1306.5431 (1308.5916) mask_bce 0.2255 (0.2458) mask_dice 0.8626 (0.8471) mem 21940MB +[2025-12-25 10:18:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][830/1573] eta 0:06:16 lr 0.000005 time 0.4189 (0.5074) loss 1296.8561 (1309.6828) grad_norm 206.6921 (206.4853) embed_mse 1295.7820 (1308.5899) mask_bce 0.2039 (0.2458) mask_dice 0.8703 (0.8471) mem 21940MB +[2025-12-25 10:18:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][840/1573] eta 0:06:11 lr 0.000005 time 0.4182 (0.5063) loss 1278.5415 (1309.7270) grad_norm 155.1689 (205.7123) embed_mse 1277.4648 (1308.6341) mask_bce 0.1991 (0.2459) mask_dice 0.8776 (0.8470) mem 21940MB +[2025-12-25 10:18:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][850/1573] eta 0:06:05 lr 0.000005 time 0.4188 (0.5055) loss 1279.3109 (1309.8936) grad_norm 381.0976 (207.3669) embed_mse 1278.2330 (1308.8007) mask_bce 0.2382 (0.2459) mask_dice 0.8397 (0.8471) mem 21940MB +[2025-12-25 10:18:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][860/1573] eta 0:05:59 lr 0.000005 time 0.4246 (0.5045) loss 1285.3970 (1310.0198) grad_norm 324.8799 (208.4652) embed_mse 1284.3052 (1308.9268) mask_bce 0.2305 (0.2459) mask_dice 0.8612 (0.8471) mem 21940MB +[2025-12-25 10:18:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][870/1573] eta 0:05:54 lr 0.000005 time 0.4274 (0.5036) loss 1313.0430 (1309.9917) grad_norm 148.7887 (207.9126) embed_mse 1311.9709 (1308.8983) mask_bce 0.2276 (0.2462) mask_dice 0.8445 (0.8472) mem 21940MB +[2025-12-25 10:18:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][880/1573] eta 0:05:48 lr 0.000005 time 0.4684 (0.5036) loss 1303.7775 (1309.9280) grad_norm 149.5225 (207.4691) embed_mse 1302.6870 (1308.8346) mask_bce 0.2542 (0.2462) mask_dice 0.8361 (0.8472) mem 21940MB +[2025-12-25 10:18:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][890/1573] eta 0:05:45 lr 0.000005 time 0.4222 (0.5059) loss 1270.4448 (1309.8487) grad_norm 149.6017 (206.9478) embed_mse 1269.3290 (1308.7551) mask_bce 0.2757 (0.2463) mask_dice 0.8402 (0.8472) mem 21940MB +[2025-12-25 10:19:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][900/1573] eta 0:05:39 lr 0.000005 time 0.4205 (0.5050) loss 1338.1078 (1309.9979) grad_norm 243.6298 (207.2753) embed_mse 1337.0443 (1308.9044) mask_bce 0.1946 (0.2463) mask_dice 0.8689 (0.8471) mem 21940MB +[2025-12-25 10:19:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][910/1573] eta 0:05:34 lr 0.000005 time 0.4196 (0.5041) loss 1315.5082 (1310.1499) grad_norm 234.4672 (207.5159) embed_mse 1314.4042 (1309.0564) mask_bce 0.2631 (0.2462) mask_dice 0.8410 (0.8472) mem 21940MB +[2025-12-25 10:19:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][920/1573] eta 0:05:28 lr 0.000005 time 0.4167 (0.5033) loss 1334.9221 (1310.3407) grad_norm 203.1908 (207.6117) embed_mse 1333.7902 (1309.2472) mask_bce 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10:19:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][960/1573] eta 0:05:07 lr 0.000005 time 0.4233 (0.5013) loss 1342.3707 (1310.3484) grad_norm 218.0697 (208.0433) embed_mse 1341.2778 (1309.2548) mask_bce 0.2501 (0.2464) mask_dice 0.8428 (0.8471) mem 21940MB +[2025-12-25 10:19:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][970/1573] eta 0:05:01 lr 0.000005 time 0.4200 (0.5005) loss 1320.6847 (1310.4734) grad_norm 229.5614 (208.2211) embed_mse 1319.6049 (1309.3798) mask_bce 0.2143 (0.2464) mask_dice 0.8654 (0.8472) mem 21940MB +[2025-12-25 10:19:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][980/1573] eta 0:04:56 lr 0.000005 time 0.8967 (0.5005) loss 1330.3871 (1310.6437) grad_norm 153.8964 (207.7759) embed_mse 1329.3168 (1309.5501) mask_bce 0.2230 (0.2464) mask_dice 0.8473 (0.8471) mem 21940MB +[2025-12-25 10:19:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][990/1573] eta 0:04:51 lr 0.000005 time 0.4262 (0.5004) loss 1399.1189 (1310.7930) grad_norm 183.0806 (207.5751) embed_mse 1398.0016 (1309.6991) mask_bce 0.2882 (0.2467) mask_dice 0.8291 (0.8471) mem 21940MB +[2025-12-25 10:19:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1000/1573] eta 0:04:46 lr 0.000005 time 0.4234 (0.4997) loss 1341.8541 (1310.9260) grad_norm 156.9733 (206.7663) embed_mse 1340.7344 (1309.8321) mask_bce 0.2872 (0.2468) mask_dice 0.8325 (0.8471) mem 21940MB +[2025-12-25 10:19:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1010/1573] eta 0:04:40 lr 0.000005 time 0.4382 (0.4990) loss 1296.8387 (1310.9178) grad_norm 271.5710 (207.2806) embed_mse 1295.7544 (1309.8239) mask_bce 0.2398 (0.2466) mask_dice 0.8446 (0.8472) mem 21940MB +[2025-12-25 10:19:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1020/1573] eta 0:04:35 lr 0.000005 time 0.4197 (0.4986) loss 1275.0220 (1310.7168) grad_norm 219.1812 (207.3743) embed_mse 1273.9116 (1309.6230) mask_bce 0.2808 (0.2465) mask_dice 0.8296 (0.8472) mem 21940MB +[2025-12-25 10:20:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1030/1573] eta 0:04:32 lr 0.000005 time 0.4275 (0.5020) loss 1349.4478 (1310.8088) grad_norm 152.8785 (206.9485) embed_mse 1348.3615 (1309.7148) mask_bce 0.2393 (0.2467) mask_dice 0.8471 (0.8472) mem 21940MB +[2025-12-25 10:20:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1040/1573] eta 0:04:27 lr 0.000005 time 0.4222 (0.5020) loss 1258.3715 (1310.7315) grad_norm 210.3725 (206.9839) embed_mse 1257.2582 (1309.6376) mask_bce 0.2941 (0.2467) mask_dice 0.8192 (0.8472) mem 21940MB +[2025-12-25 10:20:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1050/1573] eta 0:04:22 lr 0.000005 time 0.4249 (0.5013) loss 1354.0460 (1310.8550) grad_norm 213.0443 (207.0302) embed_mse 1352.9648 (1309.7610) mask_bce 0.2394 (0.2468) mask_dice 0.8419 (0.8471) mem 21940MB +[2025-12-25 10:20:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1060/1573] eta 0:04:16 lr 0.000005 time 0.4233 (0.5006) loss 1314.2500 (1310.8179) grad_norm 204.8192 (207.0135) embed_mse 1313.1626 (1309.7239) mask_bce 0.2441 (0.2468) mask_dice 0.8432 (0.8471) mem 21940MB +[2025-12-25 10:20:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1070/1573] eta 0:04:11 lr 0.000005 time 0.4163 (0.5008) loss 1321.3149 (1310.8597) grad_norm 167.1554 (206.7138) embed_mse 1320.2384 (1309.7658) mask_bce 0.2217 (0.2467) mask_dice 0.8549 (0.8472) mem 21940MB +[2025-12-25 10:20:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1080/1573] eta 0:04:07 lr 0.000005 time 0.4215 (0.5022) loss 1265.7289 (1310.8791) grad_norm 172.5448 (206.4183) embed_mse 1264.6267 (1309.7852) mask_bce 0.2552 (0.2467) mask_dice 0.8469 (0.8472) mem 21940MB +[2025-12-25 10:20:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1090/1573] eta 0:04:03 lr 0.000005 time 0.4212 (0.5036) loss 1330.9639 (1310.8611) grad_norm 199.9019 (206.3704) embed_mse 1329.8491 (1309.7673) mask_bce 0.2676 (0.2466) mask_dice 0.8471 (0.8472) mem 21940MB +[2025-12-25 10:20:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1100/1573] eta 0:03:59 lr 0.000005 time 0.4263 (0.5053) loss 1333.1422 (1310.8008) grad_norm 184.6614 (206.2119) embed_mse 1332.0596 (1309.7068) mask_bce 0.2482 (0.2468) mask_dice 0.8345 (0.8472) mem 21940MB +[2025-12-25 10:20:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1110/1573] eta 0:03:53 lr 0.000005 time 0.4200 (0.5048) loss 1319.5833 (1310.8724) grad_norm 152.5027 (205.8227) embed_mse 1318.5040 (1309.7785) mask_bce 0.2092 (0.2467) mask_dice 0.8701 (0.8472) mem 21940MB +[2025-12-25 10:20:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1120/1573] eta 0:03:50 lr 0.000005 time 3.3746 (0.5096) loss 1341.5951 (1310.8391) grad_norm 214.9885 (205.7867) embed_mse 1340.5005 (1309.7454) mask_bce 0.2378 (0.2465) mask_dice 0.8569 (0.8472) mem 21940MB +[2025-12-25 10:21:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1130/1573] eta 0:03:45 lr 0.000005 time 0.4234 (0.5088) loss 1271.7649 (1310.6855) grad_norm 177.1385 (205.5835) embed_mse 1270.6570 (1309.5917) mask_bce 0.2575 (0.2466) mask_dice 0.8505 (0.8471) mem 21940MB +[2025-12-25 10:21:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1140/1573] eta 0:03:40 lr 0.000005 time 0.4212 (0.5087) loss 1279.1462 (1310.6791) grad_norm 210.1940 (205.6160) embed_mse 1278.0308 (1309.5854) mask_bce 0.2670 (0.2465) mask_dice 0.8485 (0.8472) mem 21940MB +[2025-12-25 10:21:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1150/1573] eta 0:03:34 lr 0.000005 time 0.4221 (0.5080) loss 1318.7141 (1310.6260) grad_norm 165.9898 (205.3389) embed_mse 1317.6282 (1309.5324) mask_bce 0.2432 (0.2464) mask_dice 0.8427 (0.8472) mem 21940MB +[2025-12-25 10:21:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1160/1573] eta 0:03:31 lr 0.000005 time 4.3823 (0.5130) loss 1298.2493 (1310.7476) grad_norm 348.1303 (206.0309) embed_mse 1297.1420 (1309.6539) mask_bce 0.2465 (0.2465) mask_dice 0.8607 (0.8473) mem 21940MB +[2025-12-25 10:21:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1170/1573] eta 0:03:26 lr 0.000005 time 0.4214 (0.5123) loss 1297.3140 (1310.7405) grad_norm 148.0149 (205.6335) embed_mse 1296.2054 (1309.6467) mask_bce 0.2914 (0.2466) mask_dice 0.8172 (0.8472) mem 21940MB +[2025-12-25 10:21:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1180/1573] eta 0:03:21 lr 0.000005 time 0.4197 (0.5118) loss 1345.7955 (1310.8829) grad_norm 192.8325 (205.5464) embed_mse 1344.6633 (1309.7892) mask_bce 0.2977 (0.2466) mask_dice 0.8345 (0.8472) mem 21940MB +[2025-12-25 10:21:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1190/1573] eta 0:03:15 lr 0.000005 time 0.4269 (0.5111) loss 1367.3552 (1311.0822) grad_norm 216.6522 (205.6215) embed_mse 1366.2338 (1309.9884) mask_bce 0.2490 (0.2466) mask_dice 0.8724 (0.8472) mem 21940MB +[2025-12-25 10:21:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1200/1573] eta 0:03:10 lr 0.000004 time 0.4292 (0.5104) loss 1348.9957 (1311.0212) grad_norm 186.6512 (205.2723) embed_mse 1347.8916 (1309.9273) mask_bce 0.2637 (0.2466) mask_dice 0.8404 (0.8472) mem 21940MB +[2025-12-25 10:21:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1210/1573] eta 0:03:05 lr 0.000004 time 0.5203 (0.5098) loss 1312.2388 (1311.0311) grad_norm 213.0959 (205.3241) embed_mse 1311.1523 (1309.9373) mask_bce 0.2192 (0.2466) mask_dice 0.8672 (0.8472) mem 21940MB +[2025-12-25 10:21:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1220/1573] eta 0:03:00 lr 0.000004 time 0.4223 (0.5113) loss 1276.0082 (1310.9517) grad_norm 151.3116 (204.9688) embed_mse 1274.9149 (1309.8580) mask_bce 0.2578 (0.2466) mask_dice 0.8354 (0.8472) mem 21940MB +[2025-12-25 10:21:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1230/1573] eta 0:02:55 lr 0.000004 time 0.4188 (0.5124) loss 1320.4629 (1310.8362) grad_norm 211.8288 (205.0136) embed_mse 1319.3544 (1309.7425) mask_bce 0.2823 (0.2466) mask_dice 0.8263 (0.8471) mem 21940MB +[2025-12-25 10:22:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1240/1573] eta 0:02:50 lr 0.000004 time 0.4594 (0.5129) loss 1315.7860 (1310.8487) grad_norm 182.7444 (205.6177) embed_mse 1314.6715 (1309.7550) mask_bce 0.2748 (0.2467) mask_dice 0.8397 (0.8470) mem 21940MB +[2025-12-25 10:22:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1250/1573] eta 0:02:45 lr 0.000004 time 0.4213 (0.5123) loss 1342.6274 (1310.8860) grad_norm 270.9476 (206.0365) embed_mse 1341.5176 (1309.7923) mask_bce 0.2737 (0.2467) mask_dice 0.8361 (0.8470) mem 21940MB +[2025-12-25 10:22:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1260/1573] eta 0:02:41 lr 0.000004 time 0.4186 (0.5145) loss 1358.9594 (1310.8616) grad_norm 239.7908 (206.2515) embed_mse 1357.8894 (1309.7678) mask_bce 0.2293 (0.2467) mask_dice 0.8405 (0.8471) mem 21940MB +[2025-12-25 10:22:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1270/1573] eta 0:02:35 lr 0.000004 time 0.4173 (0.5138) loss 1327.4741 (1310.9444) grad_norm 172.9885 (206.0410) embed_mse 1326.3904 (1309.8506) mask_bce 0.2482 (0.2468) mask_dice 0.8354 (0.8471) mem 21940MB +[2025-12-25 10:22:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1280/1573] eta 0:02:30 lr 0.000004 time 0.4219 (0.5136) loss 1312.4595 (1310.9935) grad_norm 216.9942 (205.8747) embed_mse 1311.3837 (1309.8997) mask_bce 0.2087 (0.2467) mask_dice 0.8671 (0.8471) mem 21940MB +[2025-12-25 10:22:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1290/1573] eta 0:02:25 lr 0.000004 time 0.4217 (0.5130) loss 1323.8440 (1310.8664) grad_norm 150.5862 (205.5313) embed_mse 1322.7631 (1309.7726) mask_bce 0.2302 (0.2467) mask_dice 0.8507 (0.8471) mem 21940MB +[2025-12-25 10:22:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1300/1573] eta 0:02:19 lr 0.000004 time 0.4245 (0.5123) loss 1252.2540 (1310.8190) grad_norm 227.3415 (205.6659) embed_mse 1251.1041 (1309.7252) mask_bce 0.3137 (0.2467) mask_dice 0.8361 (0.8471) mem 21940MB +[2025-12-25 10:22:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1310/1573] eta 0:02:14 lr 0.000004 time 0.4248 (0.5117) loss 1333.0603 (1310.8503) grad_norm 197.1151 (205.6135) embed_mse 1331.9509 (1309.7564) mask_bce 0.2585 (0.2468) mask_dice 0.8510 (0.8471) mem 21940MB +[2025-12-25 10:22:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1320/1573] eta 0:02:09 lr 0.000004 time 0.4737 (0.5124) loss 1266.5673 (1310.6222) grad_norm 198.8397 (205.5583) embed_mse 1265.5125 (1309.5284) mask_bce 0.2018 (0.2467) mask_dice 0.8530 (0.8471) mem 21940MB +[2025-12-25 10:22:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1330/1573] eta 0:02:04 lr 0.000004 time 0.4206 (0.5136) loss 1252.5546 (1310.6887) grad_norm 199.1704 (205.5198) embed_mse 1251.4575 (1309.5949) mask_bce 0.2693 (0.2467) mask_dice 0.8278 (0.8472) mem 21940MB +[2025-12-25 10:22:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1340/1573] eta 0:01:59 lr 0.000004 time 0.4177 (0.5137) loss 1251.4409 (1310.7931) grad_norm 182.3797 (205.3813) embed_mse 1250.3951 (1309.6993) mask_bce 0.1874 (0.2466) mask_dice 0.8583 (0.8472) mem 21940MB +[2025-12-25 10:23:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1350/1573] eta 0:01:55 lr 0.000004 time 0.4209 (0.5161) loss 1292.0913 (1310.7298) grad_norm 137.9291 (204.9798) embed_mse 1290.9984 (1309.6360) mask_bce 0.2480 (0.2467) mask_dice 0.8449 (0.8472) mem 21940MB +[2025-12-25 10:23:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1360/1573] eta 0:01:49 lr 0.000004 time 0.4203 (0.5154) loss 1303.1820 (1310.6181) grad_norm 190.3221 (204.5325) embed_mse 1302.0629 (1309.5243) mask_bce 0.2757 (0.2466) mask_dice 0.8433 (0.8472) mem 21940MB +[2025-12-25 10:23:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1370/1573] eta 0:01:44 lr 0.000004 time 1.2098 (0.5153) loss 1308.3217 (1310.6306) grad_norm 167.3163 (204.3149) embed_mse 1307.2478 (1309.5367) mask_bce 0.2297 (0.2467) mask_dice 0.8442 (0.8472) mem 21940MB +[2025-12-25 10:23:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1380/1573] eta 0:01:39 lr 0.000004 time 0.4204 (0.5152) loss 1315.6537 (1310.5773) grad_norm 224.1101 (204.4300) embed_mse 1314.5905 (1309.4834) mask_bce 0.1965 (0.2467) mask_dice 0.8667 (0.8472) mem 21940MB +[2025-12-25 10:23:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1390/1573] eta 0:01:34 lr 0.000004 time 0.4226 (0.5154) loss 1275.9584 (1310.5482) grad_norm 163.3715 (204.1926) embed_mse 1274.8458 (1309.4542) mask_bce 0.2626 (0.2468) mask_dice 0.8500 (0.8472) mem 21940MB +[2025-12-25 10:23:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1400/1573] eta 0:01:29 lr 0.000004 time 0.4293 (0.5148) loss 1262.0243 (1310.4576) grad_norm 275.6807 (204.4012) embed_mse 1260.9663 (1309.3637) mask_bce 0.2019 (0.2467) mask_dice 0.8561 (0.8472) mem 21940MB +[2025-12-25 10:23:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1410/1573] eta 0:01:23 lr 0.000004 time 0.4242 (0.5142) loss 1303.1680 (1310.5205) grad_norm 158.5569 (204.1407) embed_mse 1302.0913 (1309.4265) mask_bce 0.2119 (0.2469) mask_dice 0.8647 (0.8472) mem 21940MB +[2025-12-25 10:23:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1420/1573] eta 0:01:18 lr 0.000004 time 0.6154 (0.5145) loss 1298.7445 (1310.5393) grad_norm 246.3862 (204.3794) embed_mse 1297.6606 (1309.4452) mask_bce 0.2567 (0.2470) mask_dice 0.8273 (0.8471) mem 21940MB +[2025-12-25 10:23:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1430/1573] eta 0:01:13 lr 0.000004 time 4.0960 (0.5170) loss 1280.6536 (1310.5514) grad_norm 234.8693 (204.5507) embed_mse 1279.5510 (1309.4573) mask_bce 0.2737 (0.2470) mask_dice 0.8289 (0.8471) mem 21940MB +[2025-12-25 10:23:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1440/1573] eta 0:01:08 lr 0.000004 time 0.4239 (0.5163) loss 1326.3167 (1310.6966) grad_norm 164.3354 (204.1084) embed_mse 1325.2548 (1309.6025) mask_bce 0.2155 (0.2469) mask_dice 0.8463 (0.8471) mem 21940MB +[2025-12-25 10:23:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1450/1573] eta 0:01:03 lr 0.000004 time 0.4262 (0.5165) loss 1294.6116 (1310.7348) grad_norm 180.5827 (203.9785) embed_mse 1293.5343 (1309.6408) mask_bce 0.1985 (0.2469) mask_dice 0.8788 (0.8471) mem 21940MB +[2025-12-25 10:24:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1460/1573] eta 0:00:58 lr 0.000004 time 0.4197 (0.5172) loss 1354.5958 (1310.7971) grad_norm 218.1207 (204.0562) embed_mse 1353.5385 (1309.7031) mask_bce 0.1948 (0.2469) mask_dice 0.8625 (0.8471) mem 21940MB +[2025-12-25 10:24:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1470/1573] eta 0:00:53 lr 0.000004 time 0.4264 (0.5173) loss 1294.3284 (1310.7600) grad_norm 320.2773 (204.6913) embed_mse 1293.1870 (1309.6659) mask_bce 0.3162 (0.2469) mask_dice 0.8251 (0.8471) mem 21940MB +[2025-12-25 10:24:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1480/1573] eta 0:00:48 lr 0.000004 time 0.9603 (0.5181) loss 1231.6879 (1310.7555) grad_norm 229.7832 (204.6515) embed_mse 1230.6167 (1309.6615) mask_bce 0.2205 (0.2469) mask_dice 0.8507 (0.8471) mem 21940MB +[2025-12-25 10:24:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1490/1573] eta 0:00:43 lr 0.000004 time 0.4202 (0.5194) loss 1299.3850 (1310.8224) grad_norm 233.2682 (204.8053) embed_mse 1298.2826 (1309.7285) mask_bce 0.2781 (0.2469) mask_dice 0.8243 (0.8470) mem 21940MB +[2025-12-25 10:24:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1500/1573] eta 0:00:37 lr 0.000004 time 0.4458 (0.5188) loss 1302.8030 (1310.6763) grad_norm 227.5454 (204.9270) embed_mse 1301.6926 (1309.5824) mask_bce 0.2562 (0.2469) mask_dice 0.8541 (0.8470) mem 21940MB +[2025-12-25 10:24:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1510/1573] eta 0:00:32 lr 0.000004 time 0.4223 (0.5193) loss 1281.6749 (1310.5853) grad_norm 220.3923 (205.0092) embed_mse 1280.4708 (1309.4913) mask_bce 0.3404 (0.2469) mask_dice 0.8637 (0.8470) mem 21940MB +[2025-12-25 10:24:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1520/1573] eta 0:00:27 lr 0.000004 time 0.4187 (0.5208) loss 1231.5094 (1310.5539) grad_norm 214.1454 (204.8944) embed_mse 1230.4507 (1309.4600) mask_bce 0.2005 (0.2468) mask_dice 0.8582 (0.8470) mem 21940MB +[2025-12-25 10:24:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1530/1573] eta 0:00:22 lr 0.000004 time 0.4195 (0.5202) loss 1268.4380 (1310.5928) grad_norm 218.0520 (204.9633) embed_mse 1267.3479 (1309.4990) mask_bce 0.2497 (0.2467) mask_dice 0.8404 (0.8470) mem 21940MB +[2025-12-25 10:24:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1540/1573] eta 0:00:17 lr 0.000004 time 0.4282 (0.5200) loss 1241.3398 (1310.5010) grad_norm 160.0427 (204.7293) embed_mse 1240.2451 (1309.4071) mask_bce 0.2670 (0.2469) mask_dice 0.8277 (0.8470) mem 21940MB +[2025-12-25 10:24:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1550/1573] eta 0:00:11 lr 0.000004 time 0.4200 (0.5209) loss 1377.5709 (1310.6199) grad_norm 279.4598 (205.1165) embed_mse 1376.4614 (1309.5261) mask_bce 0.2728 (0.2469) mask_dice 0.8367 (0.8470) mem 21940MB +[2025-12-25 10:24:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1560/1573] eta 0:00:06 lr 0.000004 time 0.4159 (0.5208) loss 1294.3650 (1310.5745) grad_norm 188.6879 (204.8103) embed_mse 1293.2863 (1309.4806) mask_bce 0.2249 (0.2469) mask_dice 0.8539 (0.8470) mem 21940MB +[2025-12-25 10:25:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1570/1573] eta 0:00:01 lr 0.000004 time 0.4136 (0.5204) loss 1365.5887 (1310.6151) grad_norm 156.7462 (204.5651) embed_mse 1364.4536 (1309.5211) mask_bce 0.2882 (0.2470) mask_dice 0.8469 (0.8469) mem 21940MB +[2025-12-25 10:25:06 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 24 training takes 0:13:40 +[2025-12-25 10:25:06 geometry_finetune_default] (utils.py 296): INFO output_geometry_finetune/es_rv_m/ckpt_epoch_24.pth saving...... +[2025-12-25 10:29:55 geometry_finetune_default] (utils.py 298): INFO output_geometry_finetune/es_rv_m/ckpt_epoch_24.pth saved !!! +[2025-12-25 10:30:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][0/1573] eta 2:08:53 lr 0.000004 time 4.9164 (4.9164) loss 1324.4547 (1324.4547) grad_norm 0.0000 (0.0000) embed_mse 1323.3622 (1323.3622) mask_bce 0.2691 (0.2691) mask_dice 0.8235 (0.8235) mem 21940MB +[2025-12-25 10:30:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][10/1573] eta 0:25:54 lr 0.000004 time 0.4487 (0.9945) loss 1290.8706 (1305.7615) grad_norm 262.8643 (262.8643) embed_mse 1289.7927 (1304.6737) mask_bce 0.2494 (0.2515) mask_dice 0.8285 (0.8364) mem 21940MB +[2025-12-25 10:30:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][20/1573] eta 0:21:19 lr 0.000004 time 0.4327 (0.8240) loss 1319.6349 (1306.8562) grad_norm 177.4893 (220.1768) embed_mse 1318.5503 (1305.7716) mask_bce 0.2191 (0.2413) mask_dice 0.8654 (0.8433) mem 21940MB +[2025-12-25 10:30:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][30/1573] eta 0:19:32 lr 0.000004 time 0.4333 (0.7598) loss 1234.0072 (1309.3215) grad_norm 239.5287 (226.6274) embed_mse 1232.8994 (1308.2302) mask_bce 0.2330 (0.2452) mask_dice 0.8748 (0.8461) mem 21940MB +[2025-12-25 10:30:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][40/1573] eta 0:17:22 lr 0.000004 time 0.4302 (0.6798) loss 1299.8157 (1310.4121) grad_norm 211.6136 (215.3014) embed_mse 1298.7076 (1309.3222) mask_bce 0.2778 (0.2444) mask_dice 0.8302 (0.8454) mem 21940MB +[2025-12-25 10:30:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][50/1573] eta 0:16:57 lr 0.000004 time 0.4301 (0.6683) loss 1377.5662 (1310.4890) grad_norm 167.3695 (207.3127) embed_mse 1376.4747 (1309.3967) mask_bce 0.2449 (0.2460) mask_dice 0.8465 (0.8463) mem 21940MB +[2025-12-25 10:30:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][60/1573] eta 0:16:22 lr 0.000004 time 0.4321 (0.6492) loss 1323.6324 (1310.2639) grad_norm 243.4477 (212.4749) embed_mse 1322.4604 (1309.1719) mask_bce 0.3218 (0.2445) mask_dice 0.8503 (0.8475) mem 21940MB +[2025-12-25 10:30:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: 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1298.9286 (1309.6628) grad_norm 249.6059 (211.5018) embed_mse 1297.7964 (1308.5706) mask_bce 0.2704 (0.2470) mask_dice 0.8618 (0.8452) mem 21940MB +[2025-12-25 10:30:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][110/1573] eta 0:14:13 lr 0.000004 time 0.4272 (0.5832) loss 1304.4579 (1309.7908) grad_norm 205.5475 (211.0437) embed_mse 1303.3610 (1308.6972) mask_bce 0.2682 (0.2473) mask_dice 0.8287 (0.8464) mem 21940MB +[2025-12-25 10:31:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][120/1573] eta 0:13:58 lr 0.000004 time 0.4360 (0.5772) loss 1317.3752 (1310.1329) grad_norm 206.6772 (212.0349) embed_mse 1316.2974 (1309.0379) mask_bce 0.2253 (0.2489) mask_dice 0.8525 (0.8462) mem 21940MB +[2025-12-25 10:31:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][130/1573] eta 0:13:36 lr 0.000004 time 0.4268 (0.5661) loss 1274.9655 (1308.4637) grad_norm 277.8105 (216.1459) embed_mse 1273.8807 (1307.3691) mask_bce 0.2646 (0.2484) mask_dice 0.8201 (0.8462) mem 21940MB +[2025-12-25 10:31:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][140/1573] eta 0:13:17 lr 0.000004 time 0.4282 (0.5564) loss 1315.4250 (1309.1872) grad_norm 196.6684 (215.0001) embed_mse 1314.3473 (1308.0929) mask_bce 0.2271 (0.2476) mask_dice 0.8508 (0.8467) mem 21940MB +[2025-12-25 10:31:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][150/1573] eta 0:12:59 lr 0.000004 time 0.4232 (0.5477) loss 1279.8734 (1310.1163) grad_norm 248.6328 (216.8686) embed_mse 1278.7753 (1309.0218) mask_bce 0.2825 (0.2477) mask_dice 0.8157 (0.8468) mem 21940MB +[2025-12-25 10:31:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][160/1573] eta 0:12:43 lr 0.000004 time 0.4211 (0.5401) loss 1259.4908 (1308.8381) grad_norm 165.2928 (212.9341) embed_mse 1258.4274 (1307.7433) mask_bce 0.2218 (0.2482) mask_dice 0.8417 (0.8466) mem 21940MB +[2025-12-25 10:31:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][170/1573] eta 0:12:28 lr 0.000004 time 0.4186 (0.5335) loss 1275.6097 (1309.4483) grad_norm 187.9745 (211.7455) embed_mse 1274.5137 (1308.3539) mask_bce 0.2631 (0.2480) mask_dice 0.8330 (0.8464) mem 21940MB +[2025-12-25 10:31:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][180/1573] eta 0:12:17 lr 0.000004 time 0.4208 (0.5294) loss 1378.5731 (1309.9659) grad_norm 179.4863 (210.2792) embed_mse 1377.4806 (1308.8716) mask_bce 0.2574 (0.2481) mask_dice 0.8351 (0.8461) mem 21940MB +[2025-12-25 10:31:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][190/1573] eta 0:12:05 lr 0.000004 time 0.4636 (0.5248) loss 1274.7639 (1308.6467) grad_norm 139.5215 (207.2028) embed_mse 1273.6844 (1307.5529) mask_bce 0.2445 (0.2477) mask_dice 0.8350 (0.8461) mem 21940MB +[2025-12-25 10:31:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][200/1573] eta 0:11:53 lr 0.000004 time 0.4284 (0.5200) loss 1290.7167 (1309.2578) grad_norm 239.0605 (206.0500) embed_mse 1289.6241 (1308.1641) mask_bce 0.2386 (0.2475) mask_dice 0.8540 (0.8462) mem 21940MB +[2025-12-25 10:31:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][210/1573] eta 0:11:43 lr 0.000004 time 0.4694 (0.5161) loss 1325.7148 (1309.0216) grad_norm 201.2469 (205.8653) embed_mse 1324.6245 (1307.9276) mask_bce 0.2468 (0.2481) mask_dice 0.8436 (0.8459) mem 21940MB +[2025-12-25 10:31:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][220/1573] eta 0:11:32 lr 0.000004 time 0.4188 (0.5118) loss 1364.1218 (1308.5296) grad_norm 293.6619 (209.1171) embed_mse 1363.0338 (1307.4362) mask_bce 0.2277 (0.2472) mask_dice 0.8603 (0.8462) mem 21940MB +[2025-12-25 10:31:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][230/1573] eta 0:11:33 lr 0.000004 time 0.4207 (0.5165) loss 1367.1847 (1308.7577) grad_norm 285.5681 (211.8474) embed_mse 1366.1255 (1307.6646) mask_bce 0.2030 (0.2467) mask_dice 0.8562 (0.8463) mem 21940MB +[2025-12-25 10:31:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][240/1573] eta 0:11:23 lr 0.000004 time 0.4169 (0.5127) loss 1267.7657 (1308.4825) grad_norm 185.1621 (213.0344) embed_mse 1266.6626 (1307.3893) mask_bce 0.2687 (0.2471) mask_dice 0.8344 (0.8461) mem 21940MB +[2025-12-25 10:32:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][250/1573] eta 0:11:13 lr 0.000004 time 0.4180 (0.5092) loss 1328.4801 (1308.5908) grad_norm 165.8203 (211.5114) embed_mse 1327.3656 (1307.4974) mask_bce 0.2727 (0.2472) mask_dice 0.8418 (0.8462) mem 21940MB +[2025-12-25 10:32:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][260/1573] eta 0:11:08 lr 0.000004 time 0.4169 (0.5089) loss 1314.4996 (1308.5603) grad_norm 142.5079 (209.3550) embed_mse 1313.2188 (1307.4660) mask_bce 0.4222 (0.2482) mask_dice 0.8586 (0.8461) mem 21940MB +[2025-12-25 10:32:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][270/1573] eta 0:10:58 lr 0.000004 time 0.4282 (0.5057) loss 1268.7229 (1308.7252) grad_norm 349.9792 (213.6163) embed_mse 1267.6599 (1307.6308) mask_bce 0.2218 (0.2480) mask_dice 0.8412 (0.8464) mem 21940MB +[2025-12-25 10:32:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][280/1573] eta 0:10:52 lr 0.000004 time 0.4261 (0.5044) loss 1309.5973 (1308.3860) grad_norm 155.7595 (210.2839) embed_mse 1308.5092 (1307.2920) mask_bce 0.2391 (0.2476) mask_dice 0.8490 (0.8464) mem 21940MB +[2025-12-25 10:32:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][290/1573] eta 0:10:46 lr 0.000004 time 0.4216 (0.5039) loss 1284.8461 (1308.0071) grad_norm 188.6887 (209.6841) embed_mse 1283.7920 (1306.9131) mask_bce 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10:32:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][330/1573] eta 0:10:15 lr 0.000004 time 0.4367 (0.4948) loss 1314.3840 (1309.3823) grad_norm 187.2295 (205.3073) embed_mse 1313.2748 (1308.2887) mask_bce 0.2644 (0.2465) mask_dice 0.8448 (0.8470) mem 21940MB +[2025-12-25 10:32:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][340/1573] eta 0:10:18 lr 0.000004 time 0.4168 (0.5020) loss 1309.5435 (1308.9890) grad_norm 295.6136 (207.4575) embed_mse 1308.4495 (1307.8954) mask_bce 0.2707 (0.2468) mask_dice 0.8234 (0.8468) mem 21940MB +[2025-12-25 10:32:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][350/1573] eta 0:10:11 lr 0.000004 time 0.4178 (0.5003) loss 1309.7692 (1309.3045) grad_norm 196.3779 (207.1998) embed_mse 1308.7153 (1308.2109) mask_bce 0.1961 (0.2467) mask_dice 0.8578 (0.8470) mem 21940MB +[2025-12-25 10:32:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][360/1573] eta 0:10:04 lr 0.000004 time 0.4194 (0.4982) loss 1256.9015 (1309.5537) grad_norm 192.5723 (205.6694) embed_mse 1255.8458 (1308.4599) mask_bce 0.2130 (0.2469) mask_dice 0.8426 (0.8469) mem 21940MB +[2025-12-25 10:32:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][370/1573] eta 0:09:56 lr 0.000004 time 0.4207 (0.4961) loss 1262.0026 (1309.4555) grad_norm 191.3832 (205.3588) embed_mse 1260.8699 (1308.3618) mask_bce 0.2761 (0.2468) mask_dice 0.8566 (0.8469) mem 21940MB +[2025-12-25 10:33:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][380/1573] eta 0:09:49 lr 0.000004 time 0.4323 (0.4942) loss 1357.9269 (1309.5270) grad_norm 298.8131 (207.3472) embed_mse 1356.8287 (1308.4333) mask_bce 0.2595 (0.2469) mask_dice 0.8386 (0.8468) mem 21940MB +[2025-12-25 10:33:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][390/1573] eta 0:09:42 lr 0.000004 time 0.4171 (0.4927) loss 1263.5323 (1309.0601) grad_norm 163.2791 (206.4292) embed_mse 1262.4507 (1307.9666) mask_bce 0.2428 (0.2467) mask_dice 0.8389 (0.8468) mem 21940MB +[2025-12-25 10:33:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][400/1573] eta 0:09:36 lr 0.000004 time 0.4207 (0.4916) loss 1314.7437 (1308.8544) grad_norm 221.5710 (209.1455) embed_mse 1313.5544 (1307.7611) mask_bce 0.3133 (0.2462) mask_dice 0.8760 (0.8471) mem 21940MB +[2025-12-25 10:33:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][410/1573] eta 0:09:35 lr 0.000004 time 2.3307 (0.4946) loss 1347.9626 (1308.9830) grad_norm 164.1763 (208.2638) embed_mse 1346.8531 (1307.8896) mask_bce 0.2837 (0.2464) mask_dice 0.8259 (0.8470) mem 21940MB +[2025-12-25 10:33:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][420/1573] eta 0:09:29 lr 0.000004 time 0.4246 (0.4942) loss 1339.0562 (1308.8779) grad_norm 273.8286 (209.5246) embed_mse 1337.9664 (1307.7847) mask_bce 0.2500 (0.2461) mask_dice 0.8397 (0.8471) mem 21940MB +[2025-12-25 10:33:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][430/1573] eta 0:09:22 lr 0.000004 time 0.4174 (0.4925) loss 1312.4370 (1308.5109) grad_norm 299.3352 (211.2191) embed_mse 1311.3629 (1307.4177) mask_bce 0.2260 (0.2462) mask_dice 0.8481 (0.8470) mem 21940MB +[2025-12-25 10:33:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][440/1573] eta 0:09:16 lr 0.000004 time 0.4214 (0.4910) loss 1358.3669 (1308.4339) grad_norm 156.2399 (210.7699) embed_mse 1357.0044 (1307.3400) mask_bce 0.4998 (0.2467) mask_dice 0.8628 (0.8471) mem 21940MB +[2025-12-25 10:33:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][450/1573] eta 0:09:09 lr 0.000004 time 0.4234 (0.4895) loss 1352.0504 (1308.7666) grad_norm 175.8806 (210.1469) embed_mse 1350.8934 (1307.6726) mask_bce 0.3186 (0.2468) mask_dice 0.8384 (0.8473) mem 21940MB +[2025-12-25 10:33:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][460/1573] eta 0:09:03 lr 0.000004 time 0.6329 (0.4886) loss 1358.4525 (1309.1509) grad_norm 190.2510 (209.7978) embed_mse 1357.3762 (1308.0572) mask_bce 0.2273 (0.2466) mask_dice 0.8490 (0.8472) mem 21940MB +[2025-12-25 10:33:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][470/1573] eta 0:09:00 lr 0.000004 time 0.4300 (0.4902) loss 1339.1772 (1309.0910) grad_norm 265.5045 (210.7583) embed_mse 1338.0975 (1307.9974) mask_bce 0.2207 (0.2463) mask_dice 0.8590 (0.8474) mem 21940MB +[2025-12-25 10:33:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][480/1573] eta 0:08:54 lr 0.000004 time 0.4187 (0.4889) loss 1279.6796 (1308.8829) grad_norm 223.4263 (210.7168) embed_mse 1278.6251 (1307.7893) mask_bce 0.2374 (0.2463) mask_dice 0.8171 (0.8473) mem 21940MB +[2025-12-25 10:34:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][490/1573] eta 0:09:00 lr 0.000004 time 0.4282 (0.4992) loss 1262.1622 (1308.2839) grad_norm 234.1218 (211.1005) embed_mse 1261.0713 (1307.1902) mask_bce 0.2414 (0.2464) mask_dice 0.8496 (0.8473) mem 21940MB +[2025-12-25 10:34:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][500/1573] eta 0:08:56 lr 0.000004 time 0.4205 (0.5000) loss 1276.8848 (1308.1527) grad_norm 176.7615 (210.5467) embed_mse 1275.8083 (1307.0590) mask_bce 0.1984 (0.2464) mask_dice 0.8780 (0.8473) mem 21940MB +[2025-12-25 10:34:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][510/1573] eta 0:08:52 lr 0.000004 time 0.4202 (0.5012) loss 1245.3594 (1308.1820) grad_norm 209.4606 (210.5294) embed_mse 1244.3008 (1307.0884) mask_bce 0.1946 (0.2462) mask_dice 0.8640 (0.8474) mem 21940MB +[2025-12-25 10:34:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][520/1573] eta 0:08:46 lr 0.000004 time 0.4298 (0.4999) loss 1287.3567 (1308.0905) grad_norm 244.0713 (211.5328) embed_mse 1286.2700 (1306.9969) mask_bce 0.2282 (0.2462) mask_dice 0.8585 (0.8473) mem 21940MB +[2025-12-25 10:34:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][530/1573] eta 0:08:40 lr 0.000004 time 0.4217 (0.4986) loss 1373.7903 (1308.1884) grad_norm 186.9738 (211.1607) embed_mse 1372.7196 (1307.0949) mask_bce 0.2328 (0.2462) mask_dice 0.8379 (0.8473) mem 21940MB +[2025-12-25 10:34:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][540/1573] eta 0:08:33 lr 0.000004 time 0.4318 (0.4972) loss 1253.7074 (1308.0631) grad_norm 202.4410 (211.0306) embed_mse 1252.6453 (1306.9698) mask_bce 0.2038 (0.2461) mask_dice 0.8584 (0.8473) mem 21940MB +[2025-12-25 10:34:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][550/1573] eta 0:08:27 lr 0.000004 time 0.4380 (0.4960) loss 1352.0542 (1308.0416) grad_norm 208.7239 (210.9967) embed_mse 1350.9739 (1306.9485) mask_bce 0.2337 (0.2456) mask_dice 0.8465 (0.8475) mem 21940MB +[2025-12-25 10:34:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][560/1573] eta 0:08:21 lr 0.000004 time 0.4267 (0.4948) loss 1333.4601 (1308.1840) grad_norm 186.5011 (210.5610) embed_mse 1332.3514 (1307.0909) mask_bce 0.2525 (0.2457) mask_dice 0.8563 (0.8474) mem 21940MB +[2025-12-25 10:34:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][570/1573] eta 0:08:14 lr 0.000004 time 0.4190 (0.4935) loss 1294.4730 (1308.0293) grad_norm 208.8474 (210.5369) embed_mse 1293.3813 (1306.9364) mask_bce 0.2420 (0.2456) mask_dice 0.8495 (0.8474) mem 21940MB +[2025-12-25 10:34:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][580/1573] eta 0:08:08 lr 0.000004 time 0.4377 (0.4923) loss 1311.7537 (1308.1673) grad_norm 249.8123 (211.0824) embed_mse 1310.6833 (1307.0743) mask_bce 0.2201 (0.2455) mask_dice 0.8502 (0.8474) mem 21940MB +[2025-12-25 10:34:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][590/1573] eta 0:08:03 lr 0.000004 time 0.4246 (0.4914) loss 1327.1647 (1307.9144) grad_norm 212.4263 (211.1008) embed_mse 1326.0775 (1306.8215) mask_bce 0.2202 (0.2454) mask_dice 0.8670 (0.8475) mem 21940MB +[2025-12-25 10:34:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][600/1573] eta 0:07:57 lr 0.000004 time 0.4190 (0.4902) loss 1302.2129 (1307.7467) grad_norm 197.5936 (211.3781) embed_mse 1301.1213 (1306.6538) mask_bce 0.2674 (0.2455) mask_dice 0.8241 (0.8474) mem 21940MB +[2025-12-25 10:34:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][610/1573] eta 0:07:51 lr 0.000004 time 0.4181 (0.4891) loss 1366.1998 (1308.2495) grad_norm 152.6758 (210.6057) embed_mse 1365.0916 (1307.1565) mask_bce 0.2605 (0.2455) mask_dice 0.8478 (0.8475) mem 21940MB +[2025-12-25 10:34:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][620/1573] eta 0:07:45 lr 0.000004 time 0.4206 (0.4881) loss 1243.0724 (1307.8295) grad_norm 161.9532 (209.9738) embed_mse 1241.9949 (1306.7366) mask_bce 0.2049 (0.2454) mask_dice 0.8727 (0.8475) mem 21940MB +[2025-12-25 10:35:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][630/1573] eta 0:07:43 lr 0.000004 time 0.4899 (0.4911) loss 1301.0082 (1307.9644) grad_norm 204.0681 (209.8981) embed_mse 1299.9133 (1306.8714) mask_bce 0.2405 (0.2455) mask_dice 0.8544 (0.8475) mem 21940MB +[2025-12-25 10:35:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][640/1573] eta 0:07:37 lr 0.000004 time 0.4204 (0.4901) loss 1277.3273 (1308.0944) grad_norm 222.4819 (209.2454) embed_mse 1276.2495 (1307.0013) mask_bce 0.2325 (0.2456) mask_dice 0.8453 (0.8475) mem 21940MB +[2025-12-25 10:35:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][650/1573] eta 0:07:31 lr 0.000004 time 0.4437 (0.4893) loss 1314.5920 (1307.8256) grad_norm 155.0421 (208.5762) embed_mse 1313.4491 (1306.7324) mask_bce 0.2264 (0.2457) mask_dice 0.9165 (0.8475) mem 21940MB +[2025-12-25 10:35:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][660/1573] eta 0:07:26 lr 0.000004 time 0.4430 (0.4887) loss 1292.6030 (1308.1519) grad_norm 198.4067 (208.4522) embed_mse 1291.5165 (1307.0588) mask_bce 0.2369 (0.2457) mask_dice 0.8496 (0.8474) mem 21940MB +[2025-12-25 10:35:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][670/1573] eta 0:07:20 lr 0.000004 time 0.4260 (0.4879) loss 1299.8455 (1308.1995) grad_norm 219.9656 (208.5909) embed_mse 1298.7747 (1307.1065) mask_bce 0.2349 (0.2457) mask_dice 0.8360 (0.8473) mem 21940MB +[2025-12-25 10:35:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][680/1573] eta 0:07:14 lr 0.000004 time 0.4201 (0.4870) loss 1210.1156 (1307.9762) grad_norm 241.8183 (210.0518) embed_mse 1209.0304 (1306.8832) mask_bce 0.2700 (0.2456) mask_dice 0.8152 (0.8474) mem 21940MB +[2025-12-25 10:35:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][690/1573] eta 0:07:09 lr 0.000004 time 0.4179 (0.4865) loss 1232.6338 (1307.7740) grad_norm 245.7735 (210.4672) embed_mse 1231.5222 (1306.6811) mask_bce 0.2779 (0.2457) mask_dice 0.8337 (0.8473) mem 21940MB +[2025-12-25 10:35:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][700/1573] eta 0:07:05 lr 0.000004 time 0.4189 (0.4872) loss 1378.3328 (1307.7630) grad_norm 199.4379 (210.3404) embed_mse 1377.2345 (1306.6700) mask_bce 0.2562 (0.2458) mask_dice 0.8421 (0.8472) mem 21940MB +[2025-12-25 10:35:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][710/1573] eta 0:06:59 lr 0.000004 time 0.4185 (0.4863) loss 1339.6971 (1307.7739) grad_norm 251.5837 (210.8091) embed_mse 1338.6007 (1306.6808) mask_bce 0.2468 (0.2459) mask_dice 0.8496 (0.8471) mem 21940MB +[2025-12-25 10:35:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][720/1573] eta 0:06:54 lr 0.000004 time 0.4162 (0.4856) loss 1332.8970 (1307.7340) grad_norm 190.4850 (209.8642) embed_mse 1331.8022 (1306.6409) mask_bce 0.2402 (0.2460) mask_dice 0.8545 (0.8472) mem 21940MB +[2025-12-25 10:35:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][730/1573] eta 0:06:51 lr 0.000004 time 0.4207 (0.4879) loss 1359.2419 (1307.7070) grad_norm 157.2758 (209.2863) embed_mse 1358.1143 (1306.6136) mask_bce 0.3077 (0.2464) mask_dice 0.8199 (0.8470) mem 21940MB +[2025-12-25 10:35:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][740/1573] eta 0:06:45 lr 0.000004 time 0.4230 (0.4870) loss 1245.6316 (1308.0714) grad_norm 186.2810 (209.0362) embed_mse 1244.5464 (1306.9777) mask_bce 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10:36:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][780/1573] eta 0:06:30 lr 0.000004 time 0.4242 (0.4918) loss 1334.5477 (1308.6239) grad_norm 198.4650 (207.4791) embed_mse 1333.4767 (1307.5304) mask_bce 0.2355 (0.2464) mask_dice 0.8355 (0.8471) mem 21940MB +[2025-12-25 10:36:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][790/1573] eta 0:06:25 lr 0.000004 time 0.4489 (0.4929) loss 1294.3796 (1308.5940) grad_norm 272.9945 (208.1476) embed_mse 1293.2716 (1307.5005) mask_bce 0.2998 (0.2464) mask_dice 0.8082 (0.8471) mem 21940MB +[2025-12-25 10:36:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][800/1573] eta 0:06:22 lr 0.000004 time 0.4431 (0.4946) loss 1309.6058 (1308.4482) grad_norm 200.7262 (208.3164) embed_mse 1308.4924 (1307.3547) mask_bce 0.2928 (0.2465) mask_dice 0.8207 (0.8470) mem 21940MB +[2025-12-25 10:36:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][810/1573] eta 0:06:17 lr 0.000004 time 0.4508 (0.4944) loss 1256.9231 (1308.3286) grad_norm 308.5896 (209.3092) embed_mse 1255.8331 (1307.2348) mask_bce 0.2375 (0.2467) mask_dice 0.8526 (0.8471) mem 21940MB +[2025-12-25 10:36:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][820/1573] eta 0:06:15 lr 0.000004 time 0.4228 (0.4986) loss 1271.3889 (1308.3955) grad_norm 219.4928 (209.4090) embed_mse 1270.2875 (1307.3018) mask_bce 0.2844 (0.2467) mask_dice 0.8170 (0.8471) mem 21940MB +[2025-12-25 10:36:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][830/1573] eta 0:06:09 lr 0.000004 time 0.4190 (0.4976) loss 1242.9290 (1308.4566) grad_norm 200.0136 (209.3178) embed_mse 1241.8618 (1307.3629) mask_bce 0.2244 (0.2466) mask_dice 0.8428 (0.8471) mem 21940MB +[2025-12-25 10:36:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][840/1573] eta 0:06:05 lr 0.000004 time 1.0858 (0.4989) loss 1314.9280 (1308.5522) grad_norm 300.9705 (210.5087) embed_mse 1313.8271 (1307.4584) mask_bce 0.2658 (0.2469) mask_dice 0.8351 (0.8470) mem 21940MB +[2025-12-25 10:37:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][850/1573] eta 0:06:02 lr 0.000004 time 0.4510 (0.5015) loss 1303.7452 (1308.4353) grad_norm 213.4018 (210.5359) embed_mse 1302.6801 (1307.3415) mask_bce 0.2122 (0.2467) mask_dice 0.8530 (0.8470) mem 21940MB +[2025-12-25 10:37:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][860/1573] eta 0:05:57 lr 0.000004 time 0.4521 (0.5011) loss 1373.4531 (1308.4751) grad_norm 230.0153 (210.7180) embed_mse 1372.3640 (1307.3815) mask_bce 0.2343 (0.2466) mask_dice 0.8548 (0.8470) mem 21940MB +[2025-12-25 10:37:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][870/1573] eta 0:05:51 lr 0.000004 time 0.4199 (0.5004) loss 1378.3865 (1308.7446) grad_norm 198.1927 (210.6020) embed_mse 1377.2872 (1307.6511) mask_bce 0.2763 (0.2465) mask_dice 0.8230 (0.8471) mem 21940MB +[2025-12-25 10:37:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][880/1573] eta 0:05:47 lr 0.000004 time 0.4205 (0.5012) loss 1311.5702 (1308.9478) grad_norm 240.0405 (210.6329) embed_mse 1310.5009 (1307.8543) mask_bce 0.2235 (0.2464) mask_dice 0.8458 (0.8471) mem 21940MB +[2025-12-25 10:37:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][890/1573] eta 0:05:43 lr 0.000004 time 0.4794 (0.5027) loss 1362.3613 (1308.9735) grad_norm 225.4127 (210.7661) embed_mse 1361.2256 (1307.8800) mask_bce 0.2985 (0.2463) mask_dice 0.8373 (0.8471) mem 21940MB +[2025-12-25 10:37:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][900/1573] eta 0:05:37 lr 0.000004 time 0.4172 (0.5018) loss 1347.3380 (1308.7798) grad_norm 254.0703 (211.1527) embed_mse 1346.2178 (1307.6864) mask_bce 0.2940 (0.2463) mask_dice 0.8263 (0.8471) mem 21940MB +[2025-12-25 10:37:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][910/1573] eta 0:05:32 lr 0.000003 time 0.4345 (0.5012) loss 1326.2555 (1308.7985) grad_norm 186.2477 (210.9323) embed_mse 1325.1874 (1307.7050) mask_bce 0.2217 (0.2463) mask_dice 0.8465 (0.8471) mem 21940MB +[2025-12-25 10:37:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][920/1573] eta 0:05:28 lr 0.000003 time 0.4218 (0.5032) loss 1242.9033 (1308.6725) grad_norm 152.1618 (210.6737) embed_mse 1241.7986 (1307.5791) mask_bce 0.2185 (0.2463) mask_dice 0.8862 (0.8471) mem 21940MB +[2025-12-25 10:37:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][930/1573] eta 0:05:23 lr 0.000003 time 0.4220 (0.5024) loss 1267.7076 (1308.6480) grad_norm 226.7464 (210.8123) embed_mse 1266.6176 (1307.5545) mask_bce 0.2412 (0.2463) mask_dice 0.8488 (0.8472) mem 21940MB +[2025-12-25 10:37:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][940/1573] eta 0:05:17 lr 0.000003 time 0.4193 (0.5015) loss 1279.7134 (1308.5859) grad_norm 267.1689 (211.2940) embed_mse 1278.5710 (1307.4924) mask_bce 0.2996 (0.2464) mask_dice 0.8428 (0.8472) mem 21940MB +[2025-12-25 10:37:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][950/1573] eta 0:05:12 lr 0.000003 time 0.4311 (0.5014) loss 1310.9136 (1308.4919) grad_norm 214.3368 (211.3197) embed_mse 1309.8242 (1307.3983) mask_bce 0.2688 (0.2463) mask_dice 0.8206 (0.8472) mem 21940MB +[2025-12-25 10:38:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][960/1573] eta 0:05:09 lr 0.000003 time 0.4280 (0.5049) loss 1341.7091 (1308.6463) grad_norm 157.9393 (210.5260) embed_mse 1340.6154 (1307.5528) mask_bce 0.2698 (0.2463) mask_dice 0.8240 (0.8472) mem 21940MB +[2025-12-25 10:38:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][970/1573] eta 0:05:04 lr 0.000003 time 0.4188 (0.5042) loss 1257.7395 (1308.3571) grad_norm 147.7730 (210.0074) embed_mse 1256.6558 (1307.2636) mask_bce 0.2525 (0.2463) mask_dice 0.8313 (0.8471) mem 21940MB +[2025-12-25 10:38:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][980/1573] eta 0:04:59 lr 0.000003 time 0.4302 (0.5051) loss 1276.4021 (1308.2729) grad_norm 164.9337 (209.6379) embed_mse 1275.3188 (1307.1796) mask_bce 0.2449 (0.2462) mask_dice 0.8384 (0.8472) mem 21940MB +[2025-12-25 10:38:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][990/1573] eta 0:04:54 lr 0.000003 time 0.4229 (0.5044) loss 1355.8394 (1308.3105) grad_norm 272.9713 (210.1528) embed_mse 1354.7477 (1307.2172) mask_bce 0.2292 (0.2461) mask_dice 0.8625 (0.8472) mem 21940MB +[2025-12-25 10:38:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1000/1573] eta 0:04:48 lr 0.000003 time 0.4197 (0.5036) loss 1304.8197 (1308.3791) grad_norm 159.9936 (209.5082) embed_mse 1303.7285 (1307.2857) mask_bce 0.2349 (0.2461) mask_dice 0.8563 (0.8472) mem 21940MB +[2025-12-25 10:38:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1010/1573] eta 0:04:43 lr 0.000003 time 0.4177 (0.5033) loss 1290.3461 (1308.6003) grad_norm 247.9634 (209.8134) embed_mse 1289.2499 (1307.5069) mask_bce 0.2482 (0.2462) mask_dice 0.8479 (0.8472) mem 21940MB +[2025-12-25 10:38:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1020/1573] eta 0:04:39 lr 0.000003 time 0.4276 (0.5048) loss 1296.4478 (1308.6275) grad_norm 197.9064 (209.7197) embed_mse 1295.3950 (1307.5342) mask_bce 0.1943 (0.2460) mask_dice 0.8585 (0.8472) mem 21940MB +[2025-12-25 10:38:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1030/1573] eta 0:04:35 lr 0.000003 time 0.4243 (0.5070) loss 1379.7482 (1308.6349) grad_norm 165.1451 (209.3714) embed_mse 1378.6199 (1307.5416) mask_bce 0.2965 (0.2461) mask_dice 0.8318 (0.8472) mem 21940MB +[2025-12-25 10:38:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1040/1573] eta 0:04:30 lr 0.000003 time 0.4163 (0.5071) loss 1263.9207 (1308.5172) grad_norm 181.9605 (208.8403) embed_mse 1262.7856 (1307.4238) mask_bce 0.2565 (0.2462) mask_dice 0.8786 (0.8472) mem 21940MB +[2025-12-25 10:38:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1050/1573] eta 0:04:26 lr 0.000003 time 0.4186 (0.5089) loss 1290.6842 (1308.7518) grad_norm 168.3138 (208.5310) embed_mse 1289.5839 (1307.6583) mask_bce 0.2632 (0.2462) mask_dice 0.8371 (0.8473) mem 21940MB +[2025-12-25 10:38:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1060/1573] eta 0:04:20 lr 0.000003 time 0.4188 (0.5081) loss 1344.4233 (1308.5443) grad_norm 162.8935 (208.1852) embed_mse 1343.2269 (1307.4508) mask_bce 0.3278 (0.2462) mask_dice 0.8685 (0.8473) mem 21940MB +[2025-12-25 10:38:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1070/1573] eta 0:04:15 lr 0.000003 time 0.4167 (0.5073) loss 1296.2579 (1308.5675) grad_norm 211.0243 (208.2066) embed_mse 1295.1747 (1307.4740) mask_bce 0.2330 (0.2462) mask_dice 0.8503 (0.8473) mem 21940MB +[2025-12-25 10:39:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1080/1573] eta 0:04:10 lr 0.000003 time 0.4185 (0.5076) loss 1313.3510 (1308.6086) grad_norm 202.8354 (207.9969) embed_mse 1312.2628 (1307.5150) mask_bce 0.2356 (0.2464) mask_dice 0.8526 (0.8472) mem 21940MB +[2025-12-25 10:39:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1090/1573] eta 0:04:05 lr 0.000003 time 0.4210 (0.5087) loss 1297.6722 (1308.6152) grad_norm 194.2578 (207.8959) embed_mse 1296.5555 (1307.5215) mask_bce 0.2540 (0.2465) mask_dice 0.8626 (0.8472) mem 21940MB +[2025-12-25 10:39:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1100/1573] eta 0:04:01 lr 0.000003 time 0.4211 (0.5102) loss 1315.8798 (1308.7519) grad_norm 207.2030 (207.8908) embed_mse 1314.8185 (1307.6582) mask_bce 0.2114 (0.2465) mask_dice 0.8499 (0.8472) mem 21940MB +[2025-12-25 10:39:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1110/1573] eta 0:03:55 lr 0.000003 time 0.4222 (0.5095) loss 1275.4385 (1308.8273) grad_norm 233.8210 (208.0787) embed_mse 1274.3311 (1307.7337) mask_bce 0.2554 (0.2463) mask_dice 0.8520 (0.8473) mem 21940MB +[2025-12-25 10:39:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1120/1573] eta 0:03:50 lr 0.000003 time 0.4197 (0.5091) loss 1366.8845 (1309.0203) grad_norm 240.4963 (208.1731) embed_mse 1365.7274 (1307.9267) mask_bce 0.2961 (0.2464) mask_dice 0.8609 (0.8472) mem 21940MB +[2025-12-25 10:39:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1130/1573] eta 0:03:46 lr 0.000003 time 0.9254 (0.5116) loss 1351.4220 (1309.0116) grad_norm 149.2092 (207.7549) embed_mse 1350.3739 (1307.9180) mask_bce 0.1838 (0.2464) mask_dice 0.8644 (0.8472) mem 21940MB +[2025-12-25 10:39:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1140/1573] eta 0:03:41 lr 0.000003 time 0.4226 (0.5108) loss 1297.9838 (1308.9159) grad_norm 221.2715 (207.8501) embed_mse 1296.9233 (1307.8224) mask_bce 0.1636 (0.2463) mask_dice 0.8969 (0.8472) mem 21940MB +[2025-12-25 10:39:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1150/1573] eta 0:03:38 lr 0.000003 time 6.4364 (0.5170) loss 1294.1071 (1308.9205) grad_norm 154.5363 (207.4773) embed_mse 1293.0228 (1307.8271) mask_bce 0.2476 (0.2462) mask_dice 0.8366 (0.8472) mem 21940MB +[2025-12-25 10:39:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1160/1573] eta 0:03:33 lr 0.000003 time 0.4199 (0.5162) loss 1304.5427 (1308.7994) grad_norm 190.3056 (207.0779) embed_mse 1303.4160 (1307.7059) mask_bce 0.3032 (0.2463) mask_dice 0.8235 (0.8473) mem 21940MB +[2025-12-25 10:39:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1170/1573] eta 0:03:27 lr 0.000003 time 0.4176 (0.5155) loss 1332.9073 (1308.8507) grad_norm 202.5580 (207.0470) embed_mse 1331.8011 (1307.7571) mask_bce 0.2738 (0.2462) mask_dice 0.8324 (0.8473) mem 21940MB +[2025-12-25 10:40:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1180/1573] eta 0:03:22 lr 0.000003 time 0.4227 (0.5164) loss 1318.8134 (1308.8204) grad_norm 283.8964 (207.5697) embed_mse 1317.7244 (1307.7268) mask_bce 0.2659 (0.2463) mask_dice 0.8231 (0.8473) mem 21940MB +[2025-12-25 10:40:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1190/1573] eta 0:03:18 lr 0.000003 time 0.4244 (0.5175) loss 1301.6862 (1308.7410) grad_norm 234.6868 (207.7530) embed_mse 1300.6155 (1307.6474) mask_bce 0.2017 (0.2463) mask_dice 0.8689 (0.8473) mem 21940MB +[2025-12-25 10:40:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1200/1573] eta 0:03:12 lr 0.000003 time 0.4450 (0.5168) loss 1360.9296 (1308.7813) grad_norm 166.5263 (207.1716) embed_mse 1359.8324 (1307.6877) mask_bce 0.2557 (0.2462) mask_dice 0.8416 (0.8473) mem 21940MB +[2025-12-25 10:40:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1210/1573] eta 0:03:08 lr 0.000003 time 4.0173 (0.5195) loss 1340.1062 (1308.8572) grad_norm 180.2095 (206.9930) embed_mse 1339.0217 (1307.7637) mask_bce 0.2389 (0.2461) mask_dice 0.8456 (0.8473) mem 21940MB +[2025-12-25 10:40:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1220/1573] eta 0:03:03 lr 0.000003 time 0.4247 (0.5189) loss 1239.8542 (1308.8066) grad_norm 212.3149 (207.0280) embed_mse 1238.7727 (1307.7131) mask_bce 0.2041 (0.2460) mask_dice 0.8774 (0.8474) mem 21940MB +[2025-12-25 10:40:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1230/1573] eta 0:02:58 lr 0.000003 time 0.4213 (0.5196) loss 1356.5770 (1308.7719) grad_norm 211.1902 (207.0552) embed_mse 1355.4948 (1307.6784) mask_bce 0.2352 (0.2461) mask_dice 0.8470 (0.8474) mem 21940MB +[2025-12-25 10:40:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1240/1573] eta 0:02:54 lr 0.000003 time 0.4175 (0.5230) loss 1245.5808 (1308.6731) grad_norm 308.0800 (207.3475) embed_mse 1244.4819 (1307.5797) mask_bce 0.2373 (0.2460) mask_dice 0.8615 (0.8474) mem 21940MB +[2025-12-25 10:40:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1250/1573] eta 0:02:49 lr 0.000003 time 1.4092 (0.5242) loss 1274.3353 (1308.6415) grad_norm 174.1820 (207.1349) embed_mse 1273.2565 (1307.5481) mask_bce 0.2404 (0.2461) mask_dice 0.8386 (0.8473) mem 21940MB +[2025-12-25 10:40:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1260/1573] eta 0:02:44 lr 0.000003 time 0.4183 (0.5251) loss 1312.6511 (1308.6608) grad_norm 226.7353 (207.2598) embed_mse 1311.5240 (1307.5672) mask_bce 0.2806 (0.2463) mask_dice 0.8464 (0.8473) mem 21940MB +[2025-12-25 10:41:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1270/1573] eta 0:02:39 lr 0.000003 time 0.4189 (0.5254) loss 1276.2302 (1308.5796) grad_norm 214.7394 (207.3071) embed_mse 1275.1248 (1307.4861) mask_bce 0.2508 (0.2462) mask_dice 0.8546 (0.8473) mem 21940MB +[2025-12-25 10:41:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1280/1573] eta 0:02:34 lr 0.000003 time 0.4221 (0.5280) loss 1341.2727 (1308.6662) grad_norm 184.7701 (207.4339) embed_mse 1340.1873 (1307.5727) mask_bce 0.2260 (0.2462) mask_dice 0.8595 (0.8473) mem 21940MB +[2025-12-25 10:41:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1290/1573] eta 0:02:29 lr 0.000003 time 1.3424 (0.5280) loss 1378.8936 (1308.6914) grad_norm 270.7934 (207.8275) embed_mse 1377.7891 (1307.5980) mask_bce 0.2659 (0.2461) mask_dice 0.8386 (0.8473) mem 21940MB +[2025-12-25 10:41:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1300/1573] eta 0:02:24 lr 0.000003 time 0.4187 (0.5308) loss 1289.5848 (1308.7233) grad_norm 242.8519 (208.0436) embed_mse 1288.5040 (1307.6300) mask_bce 0.2064 (0.2460) mask_dice 0.8744 (0.8473) mem 21940MB +[2025-12-25 10:41:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1310/1573] eta 0:02:19 lr 0.000003 time 0.4242 (0.5301) loss 1270.0171 (1308.7754) grad_norm 168.2458 (207.7995) embed_mse 1268.9506 (1307.6821) mask_bce 0.2127 (0.2460) mask_dice 0.8539 (0.8473) mem 21940MB +[2025-12-25 10:41:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1320/1573] eta 0:02:14 lr 0.000003 time 0.4142 (0.5328) loss 1255.5723 (1308.7261) grad_norm 278.3518 (207.8303) embed_mse 1254.5035 (1307.6328) mask_bce 0.2200 (0.2460) mask_dice 0.8488 (0.8473) mem 21940MB +[2025-12-25 10:41:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1330/1573] eta 0:02:09 lr 0.000003 time 0.4155 (0.5320) loss 1387.3126 (1308.6956) grad_norm 203.7697 (207.8058) embed_mse 1386.2136 (1307.6022) mask_bce 0.2486 (0.2461) mask_dice 0.8503 (0.8473) mem 21940MB +[2025-12-25 10:41:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1340/1573] eta 0:02:04 lr 0.000003 time 0.4213 (0.5337) loss 1324.1687 (1308.4896) grad_norm 216.5330 (207.8581) embed_mse 1323.0663 (1307.3964) mask_bce 0.2583 (0.2460) mask_dice 0.8441 (0.8473) mem 21940MB +[2025-12-25 10:41:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1350/1573] eta 0:01:59 lr 0.000003 time 0.4180 (0.5345) loss 1285.1836 (1308.5721) grad_norm 140.0157 (207.4543) embed_mse 1284.1233 (1307.4789) mask_bce 0.2044 (0.2459) mask_dice 0.8560 (0.8473) mem 21940MB +[2025-12-25 10:42:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1360/1573] eta 0:01:53 lr 0.000003 time 0.4190 (0.5346) loss 1264.6624 (1308.5128) grad_norm 225.5632 (207.9924) embed_mse 1263.5989 (1307.4196) mask_bce 0.1985 (0.2459) mask_dice 0.8650 (0.8473) mem 21940MB +[2025-12-25 10:42:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1370/1573] eta 0:01:48 lr 0.000003 time 0.4168 (0.5338) loss 1365.4017 (1308.7298) grad_norm 178.5092 (207.8200) embed_mse 1364.3293 (1307.6366) mask_bce 0.2027 (0.2459) mask_dice 0.8698 (0.8473) mem 21940MB +[2025-12-25 10:42:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1380/1573] eta 0:01:43 lr 0.000003 time 0.4167 (0.5344) loss 1318.0984 (1308.7144) grad_norm 444.0274 (209.1933) embed_mse 1317.0129 (1307.6212) mask_bce 0.2053 (0.2459) mask_dice 0.8803 (0.8473) mem 21940MB +[2025-12-25 10:42:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1390/1573] eta 0:01:39 lr 0.000003 time 9.5481 (0.5413) loss 1313.6646 (1309.0193) grad_norm 212.0077 (209.2095) embed_mse 1312.5824 (1307.9260) mask_bce 0.2418 (0.2459) mask_dice 0.8404 (0.8474) mem 21940MB +[2025-12-25 10:42:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1400/1573] eta 0:01:33 lr 0.000003 time 0.4228 (0.5405) loss 1275.8917 (1308.9978) grad_norm 186.8955 (209.7461) embed_mse 1274.8125 (1307.9045) mask_bce 0.2441 (0.2459) mask_dice 0.8351 (0.8474) mem 21940MB +[2025-12-25 10:42:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1410/1573] eta 0:01:28 lr 0.000003 time 0.4190 (0.5409) loss 1304.8812 (1309.0860) grad_norm 171.6301 (209.5295) embed_mse 1303.7736 (1307.9927) mask_bce 0.2626 (0.2459) mask_dice 0.8449 (0.8474) mem 21940MB +[2025-12-25 10:42:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1420/1573] eta 0:01:22 lr 0.000003 time 0.4338 (0.5401) loss 1358.6660 (1309.0862) grad_norm 239.5842 (209.6993) embed_mse 1357.5757 (1307.9929) mask_bce 0.2336 (0.2459) mask_dice 0.8567 (0.8474) mem 21940MB +[2025-12-25 10:42:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1430/1573] eta 0:01:17 lr 0.000003 time 0.4253 (0.5393) loss 1346.9807 (1309.0790) grad_norm 207.5661 (209.6873) embed_mse 1345.8932 (1307.9858) mask_bce 0.2481 (0.2459) mask_dice 0.8394 (0.8474) mem 21940MB +[2025-12-25 10:42:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1440/1573] eta 0:01:11 lr 0.000003 time 1.3046 (0.5392) loss 1300.3047 (1309.0615) grad_norm 182.4581 (209.1823) embed_mse 1299.1964 (1307.9683) mask_bce 0.2759 (0.2458) mask_dice 0.8324 (0.8474) mem 21940MB +[2025-12-25 10:43:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1450/1573] eta 0:01:06 lr 0.000003 time 0.4221 (0.5432) loss 1266.4423 (1309.0543) grad_norm 203.3957 (209.1504) embed_mse 1265.3359 (1307.9611) mask_bce 0.2736 (0.2459) mask_dice 0.8328 (0.8473) mem 21940MB +[2025-12-25 10:43:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1460/1573] eta 0:01:01 lr 0.000003 time 0.4489 (0.5435) loss 1299.0605 (1309.0760) grad_norm 238.1731 (209.3098) embed_mse 1297.9640 (1307.9828) mask_bce 0.2452 (0.2459) mask_dice 0.8513 (0.8474) mem 21940MB +[2025-12-25 10:43:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1470/1573] eta 0:00:55 lr 0.000003 time 0.4245 (0.5427) loss 1224.8134 (1308.9538) grad_norm 265.0165 (209.6142) embed_mse 1223.7064 (1307.8606) mask_bce 0.2668 (0.2458) mask_dice 0.8402 (0.8474) mem 21940MB +[2025-12-25 10:43:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1480/1573] eta 0:00:50 lr 0.000003 time 0.4202 (0.5434) loss 1322.8795 (1308.9617) grad_norm 241.6391 (209.5691) embed_mse 1321.7560 (1307.8685) mask_bce 0.2910 (0.2458) mask_dice 0.8325 (0.8474) mem 21940MB +[2025-12-25 10:43:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1490/1573] eta 0:00:45 lr 0.000003 time 0.9812 (0.5438) loss 1318.4711 (1308.9441) grad_norm 165.1842 (209.3304) embed_mse 1317.3903 (1307.8509) mask_bce 0.2291 (0.2458) mask_dice 0.8517 (0.8473) mem 21940MB +[2025-12-25 10:43:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1500/1573] eta 0:00:39 lr 0.000003 time 0.4202 (0.5435) loss 1248.1951 (1308.9842) grad_norm 172.2234 (209.1320) embed_mse 1247.1271 (1307.8910) mask_bce 0.2149 (0.2458) mask_dice 0.8531 (0.8473) mem 21940MB +[2025-12-25 10:43:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1510/1573] eta 0:00:34 lr 0.000003 time 1.8561 (0.5452) loss 1307.1909 (1309.0721) grad_norm 163.5631 (208.8896) embed_mse 1306.1188 (1307.9790) mask_bce 0.2038 (0.2458) mask_dice 0.8685 (0.8473) mem 21940MB +[2025-12-25 10:43:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1520/1573] eta 0:00:28 lr 0.000003 time 0.4166 (0.5455) loss 1313.9711 (1309.1709) grad_norm 262.5155 (209.0255) embed_mse 1312.9071 (1308.0778) mask_bce 0.2206 (0.2457) mask_dice 0.8432 (0.8474) mem 21940MB +[2025-12-25 10:43:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1530/1573] eta 0:00:23 lr 0.000003 time 0.4217 (0.5447) loss 1324.7041 (1309.1203) grad_norm 211.2252 (209.0370) embed_mse 1323.6309 (1308.0271) mask_bce 0.2087 (0.2458) mask_dice 0.8644 (0.8474) mem 21940MB +[2025-12-25 10:44:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1540/1573] eta 0:00:18 lr 0.000003 time 3.1322 (0.5482) loss 1241.7780 (1309.0317) grad_norm 214.4822 (209.0654) embed_mse 1240.7094 (1307.9386) mask_bce 0.2283 (0.2456) mask_dice 0.8403 (0.8475) mem 21940MB +[2025-12-25 10:44:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1550/1573] eta 0:00:12 lr 0.000003 time 0.4208 (0.5474) loss 1387.7893 (1309.1765) grad_norm 186.4188 (208.9480) embed_mse 1386.7052 (1308.0834) mask_bce 0.2438 (0.2456) mask_dice 0.8403 (0.8475) mem 21940MB +[2025-12-25 10:44:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1560/1573] eta 0:00:07 lr 0.000003 time 0.4197 (0.5467) loss 1311.3602 (1309.2600) grad_norm 228.4818 (209.5031) embed_mse 1310.2931 (1308.1670) mask_bce 0.2133 (0.2455) mask_dice 0.8539 (0.8475) mem 21940MB +[2025-12-25 10:44:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1570/1573] eta 0:00:01 lr 0.000003 time 0.4257 (0.5476) loss 1290.8623 (1309.2874) grad_norm 173.8613 (209.3212) embed_mse 1289.7477 (1308.1943) mask_bce 0.2801 (0.2455) mask_dice 0.8346 (0.8475) mem 21940MB +[2025-12-25 10:44:17 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 25 training takes 0:14:21 +[2025-12-25 10:44:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][0/1573] eta 2:32:32 lr 0.000003 time 5.8186 (5.8186) loss 1332.3770 (1332.3770) grad_norm 0.0000 (0.0000) embed_mse 1331.2729 (1331.2729) mask_bce 0.2769 (0.2769) mask_dice 0.8271 (0.8271) mem 21940MB +[2025-12-25 10:44:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][10/1573] eta 0:33:28 lr 0.000003 time 0.4243 (1.2847) loss 1319.1628 (1292.1270) grad_norm 236.0255 (236.0255) embed_mse 1318.0786 (1291.0366) mask_bce 0.2280 (0.2396) mask_dice 0.8562 (0.8507) mem 21940MB +[2025-12-25 10:44:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][20/1573] eta 0:24:04 lr 0.000003 time 0.4218 (0.9301) loss 1321.9816 (1296.1082) grad_norm 204.3848 (220.2052) embed_mse 1320.9030 (1295.0135) mask_bce 0.2154 (0.2433) mask_dice 0.8632 (0.8514) mem 21940MB +[2025-12-25 10:44:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][30/1573] eta 0:21:44 lr 0.000003 time 0.4257 (0.8452) loss 1354.1500 (1299.4620) grad_norm 201.6486 (214.0197) embed_mse 1353.0505 (1298.3705) mask_bce 0.2680 (0.2427) mask_dice 0.8315 (0.8488) mem 21940MB +[2025-12-25 10:44:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][40/1573] eta 0:21:34 lr 0.000003 time 0.4302 (0.8442) loss 1324.9087 (1304.6693) grad_norm 172.1767 (212.1949) embed_mse 1323.8356 (1303.5788) mask_bce 0.2193 (0.2430) mask_dice 0.8538 (0.8475) mem 21940MB +[2025-12-25 10:44:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][50/1573] eta 0:19:20 lr 0.000003 time 0.4311 (0.7621) loss 1327.6472 (1304.0722) grad_norm 191.9574 (208.8220) embed_mse 1326.5256 (1302.9818) mask_bce 0.2335 (0.2413) mask_dice 0.8881 (0.8491) mem 21940MB +[2025-12-25 10:45:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][60/1573] eta 0:17:50 lr 0.000003 time 0.4291 (0.7077) loss 1305.4940 (1306.4125) grad_norm 171.0692 (203.4288) embed_mse 1304.4221 (1305.3218) mask_bce 0.1866 (0.2401) mask_dice 0.8853 (0.8506) mem 21940MB +[2025-12-25 10:45:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][70/1573] eta 0:17:21 lr 0.000003 time 0.4225 (0.6929) loss 1293.9404 (1306.9949) grad_norm 191.3295 (201.9163) embed_mse 1292.8408 (1305.9043) mask_bce 0.2698 (0.2396) mask_dice 0.8299 (0.8510) mem 21940MB +[2025-12-25 10:45:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][80/1573] eta 0:19:16 lr 0.000003 time 5.2301 (0.7746) loss 1277.9053 (1305.4961) grad_norm 172.6473 (198.1661) embed_mse 1276.7666 (1304.4059) mask_bce 0.3185 (0.2391) mask_dice 0.8202 (0.8510) mem 21940MB +[2025-12-25 10:45:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][90/1573] eta 0:18:12 lr 0.000003 time 0.4238 (0.7369) loss 1268.4232 (1305.3832) grad_norm 191.0249 (197.5169) embed_mse 1267.2870 (1304.2924) mask_bce 0.2654 (0.2408) mask_dice 0.8708 (0.8500) mem 21940MB +[2025-12-25 10:45:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][100/1573] eta 0:17:30 lr 0.000003 time 0.4474 (0.7134) loss 1331.2107 (1305.6019) grad_norm 185.9501 (196.5530) embed_mse 1330.1345 (1304.5110) mask_bce 0.2309 (0.2416) mask_dice 0.8454 (0.8493) mem 21940MB +[2025-12-25 10:45:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][110/1573] eta 0:17:23 lr 0.000003 time 2.1586 (0.7133) loss 1306.6514 (1307.0369) grad_norm 215.1825 (197.9861) embed_mse 1305.5679 (1305.9460) mask_bce 0.2345 (0.2422) mask_dice 0.8490 (0.8487) mem 21940MB +[2025-12-25 10:45:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][120/1573] eta 0:17:14 lr 0.000003 time 0.4166 (0.7123) loss 1321.7625 (1308.4582) grad_norm 250.6139 (205.0942) embed_mse 1320.7021 (1307.3679) mask_bce 0.2288 (0.2422) mask_dice 0.8315 (0.8481) mem 21940MB +[2025-12-25 10:45:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][130/1573] eta 0:16:36 lr 0.000003 time 0.4254 (0.6905) loss 1274.4199 (1308.3460) grad_norm 236.7825 (207.0747) embed_mse 1273.3123 (1307.2560) mask_bce 0.2771 (0.2425) mask_dice 0.8306 (0.8475) mem 21940MB +[2025-12-25 10:45:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][140/1573] eta 0:16:27 lr 0.000003 time 0.4370 (0.6894) loss 1289.1564 (1307.3685) grad_norm 163.1248 (204.4894) embed_mse 1288.0305 (1306.2772) mask_bce 0.2883 (0.2445) mask_dice 0.8376 (0.8468) mem 21940MB +[2025-12-25 10:46:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][150/1573] eta 0:16:31 lr 0.000003 time 4.1560 (0.6969) loss 1349.7462 (1307.5545) grad_norm 283.1216 (208.8579) embed_mse 1348.6708 (1306.4622) mask_bce 0.2161 (0.2455) mask_dice 0.8594 (0.8467) mem 21940MB +[2025-12-25 10:46:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][160/1573] eta 0:16:20 lr 0.000003 time 0.4221 (0.6936) loss 1403.7859 (1308.1722) grad_norm 174.4138 (205.0043) embed_mse 1402.6512 (1307.0796) mask_bce 0.3142 (0.2456) mask_dice 0.8204 (0.8470) mem 21940MB +[2025-12-25 10:46:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][170/1573] eta 0:15:52 lr 0.000003 time 0.4484 (0.6787) loss 1292.8263 (1309.4326) grad_norm 198.1276 (204.6768) embed_mse 1291.7462 (1308.3392) mask_bce 0.2423 (0.2461) mask_dice 0.8377 (0.8473) mem 21940MB +[2025-12-25 10:46:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][180/1573] eta 0:15:25 lr 0.000003 time 0.4203 (0.6647) loss 1287.5131 (1309.8287) grad_norm 183.0812 (203.6952) embed_mse 1286.4142 (1308.7355) mask_bce 0.2695 (0.2464) mask_dice 0.8293 (0.8468) mem 21940MB +[2025-12-25 10:46:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][190/1573] eta 0:15:02 lr 0.000003 time 0.4237 (0.6527) loss 1352.2198 (1310.6082) grad_norm 233.6139 (204.9960) embed_mse 1351.1074 (1309.5144) mask_bce 0.2802 (0.2475) mask_dice 0.8322 (0.8463) mem 21940MB +[2025-12-25 10:46:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][200/1573] eta 0:14:40 lr 0.000003 time 0.4174 (0.6413) loss 1346.8149 (1310.5180) grad_norm 185.3649 (201.9836) embed_mse 1345.7333 (1309.4241) mask_bce 0.2365 (0.2478) mask_dice 0.8451 (0.8461) mem 21940MB +[2025-12-25 10:46:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][210/1573] eta 0:14:49 lr 0.000003 time 0.4257 (0.6528) loss 1343.5052 (1310.9474) grad_norm 256.4566 (204.0787) embed_mse 1342.3800 (1309.8532) mask_bce 0.3042 (0.2481) mask_dice 0.8210 (0.8461) mem 21940MB +[2025-12-25 10:46:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][220/1573] eta 0:14:41 lr 0.000003 time 0.4203 (0.6513) loss 1327.3779 (1310.6029) grad_norm 189.2175 (203.5283) embed_mse 1326.3063 (1309.5085) mask_bce 0.2088 (0.2483) mask_dice 0.8628 (0.8461) mem 21940MB +[2025-12-25 10:46:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][230/1573] eta 0:14:34 lr 0.000003 time 0.4232 (0.6512) loss 1275.8910 (1311.0072) grad_norm 194.0615 (203.1902) embed_mse 1274.8052 (1309.9124) mask_bce 0.2250 (0.2489) mask_dice 0.8608 (0.8460) mem 21940MB +[2025-12-25 10:46:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][240/1573] eta 0:14:19 lr 0.000003 time 0.9286 (0.6444) loss 1405.3257 (1312.1005) grad_norm 178.7660 (201.7084) embed_mse 1404.2225 (1311.0055) mask_bce 0.2676 (0.2489) mask_dice 0.8356 (0.8461) mem 21940MB +[2025-12-25 10:47:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][250/1573] eta 0:14:22 lr 0.000003 time 0.4270 (0.6518) loss 1300.6520 (1313.5053) grad_norm 174.9136 (200.8440) embed_mse 1299.5018 (1312.4101) mask_bce 0.2927 (0.2489) mask_dice 0.8575 (0.8463) mem 21940MB +[2025-12-25 10:47:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][260/1573] eta 0:14:16 lr 0.000003 time 0.4309 (0.6525) loss 1279.1346 (1313.2706) grad_norm 205.7564 (200.9975) embed_mse 1278.0483 (1312.1757) mask_bce 0.2556 (0.2485) mask_dice 0.8307 (0.8465) mem 21940MB +[2025-12-25 10:47:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][270/1573] eta 0:14:23 lr 0.000003 time 1.7098 (0.6628) loss 1312.3055 (1313.4597) grad_norm 159.5271 (199.7409) embed_mse 1311.2332 (1312.3650) mask_bce 0.2248 (0.2484) mask_dice 0.8475 (0.8462) mem 21940MB +[2025-12-25 10:47:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][280/1573] eta 0:14:15 lr 0.000003 time 0.4212 (0.6619) loss 1314.9996 (1313.4603) grad_norm 142.5667 (201.4677) embed_mse 1313.8829 (1312.3657) mask_bce 0.2655 (0.2484) mask_dice 0.8512 (0.8461) mem 21940MB +[2025-12-25 10:47:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][290/1573] eta 0:13:59 lr 0.000003 time 0.4274 (0.6540) loss 1330.9296 (1313.7429) grad_norm 192.5484 (201.2199) embed_mse 1329.7914 (1312.6478) mask_bce 0.2861 (0.2489) mask_dice 0.8522 (0.8463) mem 21940MB +[2025-12-25 10:47:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][300/1573] eta 0:13:52 lr 0.000003 time 0.4216 (0.6542) loss 1360.7650 (1313.9392) grad_norm 189.5403 (200.9043) embed_mse 1359.7040 (1312.8447) mask_bce 0.2189 (0.2484) mask_dice 0.8422 (0.8462) mem 21940MB +[2025-12-25 10:47:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][310/1573] eta 0:14:02 lr 0.000003 time 0.4178 (0.6671) loss 1342.7396 (1314.0532) grad_norm 294.5874 (203.3696) embed_mse 1341.6721 (1312.9587) mask_bce 0.2006 (0.2483) mask_dice 0.8668 (0.8462) mem 21940MB +[2025-12-25 10:47:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][320/1573] eta 0:13:54 lr 0.000003 time 0.4361 (0.6662) loss 1296.7710 (1314.4851) grad_norm 240.1103 (204.3367) embed_mse 1295.7039 (1313.3908) mask_bce 0.2047 (0.2481) mask_dice 0.8625 (0.8462) mem 21940MB +[2025-12-25 10:47:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][330/1573] eta 0:13:42 lr 0.000003 time 0.4209 (0.6615) loss 1323.8354 (1313.8287) grad_norm 221.9500 (204.7663) embed_mse 1322.7347 (1312.7344) mask_bce 0.2656 (0.2483) mask_dice 0.8350 (0.8460) mem 21940MB +[2025-12-25 10:48:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][340/1573] eta 0:13:28 lr 0.000003 time 0.4173 (0.6555) loss 1389.5175 (1314.1159) grad_norm 151.9338 (203.5084) embed_mse 1388.4573 (1313.0218) mask_bce 0.2070 (0.2478) mask_dice 0.8533 (0.8463) mem 21940MB +[2025-12-25 10:48:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][350/1573] eta 0:13:26 lr 0.000003 time 0.4212 (0.6598) loss 1321.9622 (1314.1059) grad_norm 188.7335 (203.1648) embed_mse 1320.8940 (1313.0120) mask_bce 0.2268 (0.2479) mask_dice 0.8413 (0.8460) mem 21940MB +[2025-12-25 10:48:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][360/1573] eta 0:13:17 lr 0.000003 time 0.4373 (0.6571) loss 1367.6820 (1314.4563) grad_norm 303.4045 (205.1181) embed_mse 1366.5544 (1313.3626) mask_bce 0.2707 (0.2477) mask_dice 0.8568 (0.8461) mem 21940MB +[2025-12-25 10:48:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][370/1573] eta 0:13:04 lr 0.000003 time 0.4230 (0.6520) loss 1322.8077 (1314.5170) grad_norm 277.3163 (206.6877) embed_mse 1321.6963 (1313.4233) mask_bce 0.2754 (0.2476) mask_dice 0.8361 (0.8461) mem 21940MB +[2025-12-25 10:48:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][380/1573] eta 0:12:57 lr 0.000003 time 0.4428 (0.6516) loss 1256.5500 (1313.9452) grad_norm 181.3359 (206.1482) embed_mse 1255.4447 (1312.8520) mask_bce 0.2450 (0.2471) mask_dice 0.8603 (0.8460) mem 21940MB +[2025-12-25 10:48:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][390/1573] eta 0:12:45 lr 0.000003 time 0.4267 (0.6467) loss 1332.9399 (1313.7772) grad_norm 168.3022 (205.3598) embed_mse 1331.8282 (1312.6840) mask_bce 0.2695 (0.2471) mask_dice 0.8422 (0.8460) mem 21940MB +[2025-12-25 10:48:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][400/1573] eta 0:12:43 lr 0.000003 time 0.4221 (0.6510) loss 1298.9187 (1313.6001) grad_norm 146.6578 (203.9648) embed_mse 1297.8477 (1312.5071) mask_bce 0.2196 (0.2469) mask_dice 0.8515 (0.8461) mem 21940MB +[2025-12-25 10:48:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][410/1573] eta 0:12:36 lr 0.000003 time 0.4254 (0.6505) loss 1293.0612 (1313.3992) grad_norm 234.5320 (204.5641) embed_mse 1291.9576 (1312.3062) mask_bce 0.2781 (0.2470) mask_dice 0.8253 (0.8460) mem 21940MB +[2025-12-25 10:48:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][420/1573] eta 0:12:23 lr 0.000003 time 0.4174 (0.6450) loss 1262.8733 (1313.3374) grad_norm 192.5499 (204.3331) embed_mse 1261.7891 (1312.2445) mask_bce 0.2348 (0.2467) mask_dice 0.8493 (0.8461) mem 21940MB +[2025-12-25 10:48:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][430/1573] eta 0:12:14 lr 0.000003 time 0.4222 (0.6428) loss 1382.9219 (1313.6221) grad_norm 158.0062 (203.4590) embed_mse 1381.8026 (1312.5293) mask_bce 0.2900 (0.2468) mask_dice 0.8294 (0.8461) mem 21940MB +[2025-12-25 10:49:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][440/1573] eta 0:12:10 lr 0.000003 time 0.4226 (0.6445) loss 1283.7789 (1313.2916) grad_norm 198.5996 (203.4579) embed_mse 1282.7090 (1312.1988) mask_bce 0.2202 (0.2468) mask_dice 0.8498 (0.8461) mem 21940MB +[2025-12-25 10:49:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][450/1573] eta 0:11:58 lr 0.000003 time 0.4279 (0.6396) loss 1244.1243 (1313.5588) grad_norm 209.6129 (203.5678) embed_mse 1243.0343 (1312.4661) mask_bce 0.2577 (0.2467) mask_dice 0.8323 (0.8460) mem 21940MB +[2025-12-25 10:49:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][460/1573] eta 0:11:49 lr 0.000003 time 0.4306 (0.6373) loss 1261.4800 (1313.6999) grad_norm 156.9423 (202.7498) embed_mse 1260.3866 (1312.6071) mask_bce 0.2587 (0.2467) mask_dice 0.8347 (0.8461) mem 21940MB +[2025-12-25 10:49:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][470/1573] eta 0:11:38 lr 0.000003 time 0.4200 (0.6329) loss 1327.2402 (1314.2408) grad_norm 236.4545 (203.3309) embed_mse 1326.0988 (1313.1477) mask_bce 0.2861 (0.2469) mask_dice 0.8553 (0.8462) mem 21940MB +[2025-12-25 10:49:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][480/1573] eta 0:11:29 lr 0.000003 time 0.4239 (0.6305) loss 1318.5426 (1314.0364) grad_norm 198.9765 (203.6690) embed_mse 1317.4595 (1312.9433) mask_bce 0.2309 (0.2470) mask_dice 0.8521 (0.8462) mem 21940MB +[2025-12-25 10:49:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][490/1573] eta 0:11:24 lr 0.000003 time 0.4493 (0.6318) loss 1290.6349 (1314.0164) grad_norm 251.0414 (204.4456) embed_mse 1289.5535 (1312.9231) mask_bce 0.2330 (0.2471) mask_dice 0.8484 (0.8463) mem 21940MB +[2025-12-25 10:49:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][500/1573] eta 0:11:23 lr 0.000003 time 0.4178 (0.6372) loss 1277.1575 (1313.6094) grad_norm 210.0768 (204.5364) embed_mse 1276.0924 (1312.5162) mask_bce 0.2315 (0.2469) mask_dice 0.8337 (0.8463) mem 21940MB +[2025-12-25 10:49:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][510/1573] eta 0:11:13 lr 0.000003 time 0.4191 (0.6338) loss 1267.6648 (1313.1271) grad_norm 405.0361 (207.7189) embed_mse 1266.5870 (1312.0342) mask_bce 0.2360 (0.2466) mask_dice 0.8418 (0.8463) mem 21940MB +[2025-12-25 10:49:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][520/1573] eta 0:11:05 lr 0.000003 time 0.4200 (0.6318) loss 1325.1508 (1313.1218) grad_norm 247.3960 (207.8472) embed_mse 1324.0839 (1312.0289) mask_bce 0.2104 (0.2465) mask_dice 0.8566 (0.8463) mem 21940MB +[2025-12-25 10:49:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][530/1573] eta 0:10:59 lr 0.000003 time 0.4186 (0.6321) loss 1286.1061 (1312.9476) grad_norm 183.9511 (207.4851) embed_mse 1284.8370 (1311.8547) mask_bce 0.3903 (0.2463) mask_dice 0.8787 (0.8465) mem 21940MB +[2025-12-25 10:49:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][540/1573] eta 0:10:50 lr 0.000003 time 0.4193 (0.6295) loss 1335.7478 (1313.0808) grad_norm 310.9352 (209.0291) embed_mse 1334.6462 (1311.9879) mask_bce 0.2324 (0.2463) mask_dice 0.8691 (0.8466) mem 21940MB +[2025-12-25 10:50:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][550/1573] eta 0:10:40 lr 0.000003 time 0.4174 (0.6257) loss 1334.4417 (1312.9283) grad_norm 170.1844 (208.4579) embed_mse 1333.3545 (1311.8355) mask_bce 0.2339 (0.2463) mask_dice 0.8531 (0.8465) mem 21940MB +[2025-12-25 10:50:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][560/1573] eta 0:10:37 lr 0.000003 time 0.4230 (0.6297) loss 1334.0457 (1312.9115) grad_norm 237.8960 (208.0631) embed_mse 1332.9386 (1311.8188) mask_bce 0.2699 (0.2462) mask_dice 0.8371 (0.8465) mem 21940MB +[2025-12-25 10:50:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][570/1573] eta 0:10:28 lr 0.000003 time 0.4171 (0.6262) loss 1286.1836 (1312.7636) grad_norm 137.5084 (207.0694) embed_mse 1285.1351 (1311.6710) mask_bce 0.2121 (0.2460) mask_dice 0.8364 (0.8466) mem 21940MB +[2025-12-25 10:50:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][580/1573] eta 0:10:19 lr 0.000003 time 0.7395 (0.6235) loss 1305.4174 (1312.7997) grad_norm 166.6461 (206.5080) embed_mse 1304.3324 (1311.7068) mask_bce 0.2426 (0.2463) mask_dice 0.8423 (0.8465) mem 21940MB +[2025-12-25 10:50:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][590/1573] eta 0:10:12 lr 0.000003 time 0.4181 (0.6228) loss 1315.1796 (1313.2027) grad_norm 174.9931 (206.0763) embed_mse 1314.0520 (1312.1097) mask_bce 0.2841 (0.2463) mask_dice 0.8434 (0.8467) mem 21940MB +[2025-12-25 10:50:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][600/1573] eta 0:10:04 lr 0.000003 time 0.4176 (0.6214) loss 1311.5422 (1313.4441) grad_norm 252.8053 (208.5675) embed_mse 1310.4658 (1312.3514) mask_bce 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10:50:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][640/1573] eta 0:09:34 lr 0.000003 time 0.4254 (0.6154) loss 1246.5833 (1313.1645) grad_norm 151.9345 (206.5129) embed_mse 1245.4878 (1312.0715) mask_bce 0.2418 (0.2461) mask_dice 0.8536 (0.8469) mem 21940MB +[2025-12-25 10:51:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][650/1573] eta 0:09:32 lr 0.000003 time 0.4167 (0.6202) loss 1269.7762 (1312.8245) grad_norm 173.3325 (206.1033) embed_mse 1268.6978 (1311.7316) mask_bce 0.2425 (0.2458) mask_dice 0.8359 (0.8471) mem 21940MB +[2025-12-25 10:51:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][660/1573] eta 0:09:26 lr 0.000003 time 0.4226 (0.6204) loss 1305.0211 (1313.0339) grad_norm 287.8853 (207.1006) embed_mse 1303.8986 (1311.9410) mask_bce 0.2874 (0.2459) mask_dice 0.8350 (0.8470) mem 21940MB +[2025-12-25 10:51:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][670/1573] eta 0:09:17 lr 0.000003 time 0.4259 (0.6176) loss 1313.3448 (1312.9507) grad_norm 151.6313 (206.4323) embed_mse 1312.2546 (1311.8580) mask_bce 0.2435 (0.2457) mask_dice 0.8467 (0.8471) mem 21940MB +[2025-12-25 10:51:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][680/1573] eta 0:09:17 lr 0.000003 time 0.4298 (0.6239) loss 1271.8021 (1312.9198) grad_norm 237.3172 (207.0816) embed_mse 1270.7476 (1311.8269) mask_bce 0.2005 (0.2458) mask_dice 0.8542 (0.8471) mem 21940MB +[2025-12-25 10:51:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][690/1573] eta 0:09:08 lr 0.000003 time 0.4201 (0.6209) loss 1272.4530 (1312.7213) grad_norm 175.2959 (206.7120) embed_mse 1271.3573 (1311.6286) mask_bce 0.2510 (0.2457) mask_dice 0.8446 (0.8471) mem 21940MB +[2025-12-25 10:51:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][700/1573] eta 0:08:59 lr 0.000003 time 0.4173 (0.6182) loss 1302.5243 (1312.6547) grad_norm 161.7876 (206.1956) embed_mse 1301.4487 (1311.5620) mask_bce 0.2288 (0.2456) mask_dice 0.8469 (0.8471) mem 21940MB +[2025-12-25 10:51:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][710/1573] eta 0:08:51 lr 0.000003 time 0.4180 (0.6154) loss 1309.4636 (1312.4826) grad_norm 153.2421 (205.5938) embed_mse 1308.3717 (1311.3900) mask_bce 0.2657 (0.2454) mask_dice 0.8262 (0.8472) mem 21940MB +[2025-12-25 10:51:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][720/1573] eta 0:08:42 lr 0.000003 time 0.4175 (0.6129) loss 1339.1517 (1312.5261) grad_norm 311.3255 (206.0819) embed_mse 1338.0684 (1311.4337) mask_bce 0.2217 (0.2452) mask_dice 0.8617 (0.8472) mem 21940MB +[2025-12-25 10:51:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][730/1573] eta 0:08:34 lr 0.000003 time 0.4226 (0.6103) loss 1353.6411 (1312.5855) grad_norm 305.8667 (207.1785) embed_mse 1352.5333 (1311.4930) mask_bce 0.2813 (0.2455) mask_dice 0.8264 (0.8471) mem 21940MB +[2025-12-25 10:51:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][740/1573] eta 0:08:30 lr 0.000003 time 0.4170 (0.6128) loss 1382.9930 (1312.7679) grad_norm 237.4410 (207.5074) embed_mse 1381.8921 (1311.6753) mask_bce 0.2588 (0.2455) mask_dice 0.8421 (0.8471) mem 21940MB +[2025-12-25 10:51:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][750/1573] eta 0:08:22 lr 0.000003 time 0.4575 (0.6107) loss 1306.7178 (1312.9452) grad_norm 203.3452 (207.4627) embed_mse 1305.6245 (1311.8525) mask_bce 0.2643 (0.2457) mask_dice 0.8289 (0.8471) mem 21940MB +[2025-12-25 10:51:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][760/1573] eta 0:08:14 lr 0.000003 time 0.4296 (0.6083) loss 1281.6472 (1312.7443) grad_norm 176.0901 (206.7936) embed_mse 1280.5658 (1311.6517) mask_bce 0.2539 (0.2456) mask_dice 0.8275 (0.8470) mem 21940MB +[2025-12-25 10:52:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][770/1573] eta 0:08:06 lr 0.000003 time 0.4252 (0.6060) loss 1301.7939 (1312.8246) grad_norm 273.5310 (207.4888) embed_mse 1300.7231 (1311.7320) mask_bce 0.2048 (0.2456) mask_dice 0.8660 (0.8470) mem 21940MB +[2025-12-25 10:52:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][780/1573] eta 0:07:58 lr 0.000003 time 0.4235 (0.6037) loss 1318.4135 (1312.8881) grad_norm 250.5511 (207.9327) embed_mse 1317.3490 (1311.7954) mask_bce 0.2097 (0.2458) mask_dice 0.8547 (0.8469) mem 21940MB +[2025-12-25 10:52:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][790/1573] eta 0:07:50 lr 0.000003 time 0.4305 (0.6015) loss 1326.3712 (1312.6764) grad_norm 158.6503 (207.4299) embed_mse 1325.2341 (1311.5836) mask_bce 0.3051 (0.2459) mask_dice 0.8320 (0.8469) mem 21940MB +[2025-12-25 10:52:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][800/1573] eta 0:07:43 lr 0.000003 time 0.4215 (0.5993) loss 1311.3318 (1312.7741) grad_norm 305.2718 (207.9978) embed_mse 1310.2235 (1311.6813) mask_bce 0.2681 (0.2459) mask_dice 0.8402 (0.8468) mem 21940MB +[2025-12-25 10:52:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][810/1573] eta 0:07:36 lr 0.000003 time 0.4189 (0.5980) loss 1326.8274 (1312.8157) grad_norm 223.8888 (208.1551) embed_mse 1325.7321 (1311.7230) mask_bce 0.2419 (0.2458) mask_dice 0.8534 (0.8469) mem 21940MB +[2025-12-25 10:52:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][820/1573] eta 0:07:30 lr 0.000003 time 0.4168 (0.5985) loss 1272.6317 (1312.9116) grad_norm 242.6404 (208.4932) embed_mse 1271.5493 (1311.8187) mask_bce 0.2424 (0.2459) mask_dice 0.8399 (0.8470) mem 21940MB +[2025-12-25 10:52:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][830/1573] eta 0:07:24 lr 0.000003 time 0.4198 (0.5986) loss 1334.4514 (1312.9255) grad_norm 297.3832 (209.3562) embed_mse 1333.3661 (1311.8328) mask_bce 0.2352 (0.2459) mask_dice 0.8500 (0.8469) mem 21940MB +[2025-12-25 10:52:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][840/1573] eta 0:07:17 lr 0.000003 time 0.4211 (0.5973) loss 1284.9044 (1312.8215) grad_norm 238.9252 (209.2551) embed_mse 1283.8297 (1311.7289) mask_bce 0.2312 (0.2457) mask_dice 0.8434 (0.8469) mem 21940MB +[2025-12-25 10:52:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][850/1573] eta 0:07:10 lr 0.000003 time 0.4200 (0.5952) loss 1315.6353 (1312.5989) grad_norm 174.6019 (208.9282) embed_mse 1314.5466 (1311.5063) mask_bce 0.2266 (0.2457) mask_dice 0.8620 (0.8469) mem 21940MB +[2025-12-25 10:52:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][860/1573] eta 0:07:04 lr 0.000003 time 0.4210 (0.5954) loss 1294.7054 (1312.4430) grad_norm 280.9528 (209.6013) embed_mse 1293.6498 (1311.3505) mask_bce 0.1995 (0.2456) mask_dice 0.8562 (0.8470) mem 21940MB +[2025-12-25 10:52:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][870/1573] eta 0:06:57 lr 0.000003 time 0.4195 (0.5934) loss 1329.2598 (1312.6578) grad_norm 179.2830 (209.3206) embed_mse 1328.1542 (1311.5651) mask_bce 0.2652 (0.2458) mask_dice 0.8405 (0.8469) mem 21940MB +[2025-12-25 10:52:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][880/1573] eta 0:06:50 lr 0.000002 time 0.4202 (0.5919) loss 1285.4119 (1312.5075) grad_norm 160.3058 (208.3650) embed_mse 1284.3330 (1311.4148) mask_bce 0.2373 (0.2457) mask_dice 0.8415 (0.8470) mem 21940MB +[2025-12-25 10:53:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][890/1573] eta 0:06:42 lr 0.000002 time 0.4240 (0.5900) loss 1261.6136 (1312.3977) grad_norm 243.8401 (208.6846) embed_mse 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(0.8470) mem 21940MB +[2025-12-25 10:53:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][930/1573] eta 0:06:17 lr 0.000002 time 0.4258 (0.5873) loss 1289.3309 (1312.4203) grad_norm 256.0343 (209.3121) embed_mse 1288.2505 (1311.3280) mask_bce 0.2410 (0.2453) mask_dice 0.8395 (0.8470) mem 21940MB +[2025-12-25 10:53:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][940/1573] eta 0:06:10 lr 0.000002 time 0.4190 (0.5855) loss 1325.9099 (1312.5377) grad_norm 252.0047 (209.6770) embed_mse 1324.8093 (1311.4452) mask_bce 0.2466 (0.2455) mask_dice 0.8540 (0.8471) mem 21940MB +[2025-12-25 10:53:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][950/1573] eta 0:06:03 lr 0.000002 time 0.4398 (0.5839) loss 1316.7927 (1312.6122) grad_norm 213.1020 (209.7060) embed_mse 1315.7102 (1311.5196) mask_bce 0.2189 (0.2455) mask_dice 0.8636 (0.8471) mem 21940MB +[2025-12-25 10:53:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][960/1573] eta 0:05:56 lr 0.000002 time 0.4183 (0.5822) loss 1319.6387 (1312.6776) grad_norm 165.2364 (209.5689) embed_mse 1318.5459 (1311.5850) mask_bce 0.2355 (0.2456) mask_dice 0.8573 (0.8470) mem 21940MB +[2025-12-25 10:53:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][970/1573] eta 0:05:50 lr 0.000002 time 0.4232 (0.5806) loss 1265.5452 (1312.5687) grad_norm 243.4452 (209.8489) embed_mse 1264.4590 (1311.4762) mask_bce 0.2428 (0.2455) mask_dice 0.8434 (0.8470) mem 21940MB +[2025-12-25 10:53:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][980/1573] eta 0:05:43 lr 0.000002 time 0.4234 (0.5790) loss 1342.7510 (1312.6900) grad_norm 162.8497 (209.4636) embed_mse 1341.6356 (1311.5975) mask_bce 0.2733 (0.2455) mask_dice 0.8421 (0.8469) mem 21940MB +[2025-12-25 10:53:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][990/1573] eta 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grad_norm 172.2669 (209.2269) embed_mse 1359.5228 (1311.4944) mask_bce 0.2646 (0.2457) mask_dice 0.8290 (0.8469) mem 21940MB +[2025-12-25 10:54:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1030/1573] eta 0:05:12 lr 0.000002 time 0.4219 (0.5753) loss 1318.1738 (1312.2998) grad_norm 187.0047 (209.0533) embed_mse 1317.0913 (1311.2072) mask_bce 0.2346 (0.2457) mask_dice 0.8478 (0.8470) mem 21940MB +[2025-12-25 10:54:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1040/1573] eta 0:05:05 lr 0.000002 time 0.4201 (0.5739) loss 1335.6113 (1312.2512) grad_norm 217.1923 (208.7929) embed_mse 1334.5035 (1311.1586) mask_bce 0.2838 (0.2456) mask_dice 0.8239 (0.8470) mem 21940MB +[2025-12-25 10:54:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1050/1573] eta 0:04:59 lr 0.000002 time 0.4231 (0.5727) loss 1339.2734 (1312.0295) grad_norm 245.0077 (209.0694) embed_mse 1338.1978 (1310.9369) mask_bce 0.2393 (0.2456) mask_dice 0.8365 (0.8470) mem 21940MB +[2025-12-25 10:54:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1060/1573] eta 0:04:53 lr 0.000002 time 0.4189 (0.5716) loss 1357.0798 (1312.1436) grad_norm 234.2859 (209.2604) embed_mse 1355.9827 (1311.0511) mask_bce 0.2338 (0.2456) mask_dice 0.8634 (0.8470) mem 21940MB +[2025-12-25 10:54:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1070/1573] eta 0:04:47 lr 0.000002 time 0.4210 (0.5706) loss 1319.1622 (1311.9602) grad_norm 314.4205 (210.0511) embed_mse 1318.0724 (1310.8676) mask_bce 0.2564 (0.2456) mask_dice 0.8335 (0.8469) mem 21940MB +[2025-12-25 10:54:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1080/1573] eta 0:04:40 lr 0.000002 time 0.4270 (0.5693) loss 1281.7740 (1311.9956) grad_norm 209.6103 (209.7677) embed_mse 1280.6788 (1310.9028) mask_bce 0.2453 (0.2458) mask_dice 0.8499 (0.8470) mem 21940MB +[2025-12-25 10:54:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1090/1573] eta 0:04:34 lr 0.000002 time 0.4171 (0.5692) loss 1384.6514 (1312.1352) grad_norm 149.8740 (209.3273) embed_mse 1383.5341 (1311.0424) mask_bce 0.2764 (0.2459) mask_dice 0.8410 (0.8469) mem 21940MB +[2025-12-25 10:54:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1100/1573] eta 0:04:30 lr 0.000002 time 0.4203 (0.5713) loss 1318.3894 (1312.1601) grad_norm 193.7598 (209.2137) embed_mse 1317.2529 (1311.0672) mask_bce 0.3080 (0.2459) mask_dice 0.8285 (0.8470) mem 21940MB +[2025-12-25 10:54:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1110/1573] eta 0:04:23 lr 0.000002 time 0.4155 (0.5699) loss 1356.8004 (1312.1999) grad_norm 147.3432 (208.7654) embed_mse 1355.7008 (1311.1071) mask_bce 0.2615 (0.2459) mask_dice 0.8381 (0.8469) mem 21940MB +[2025-12-25 10:54:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1120/1573] eta 0:04:17 lr 0.000002 time 0.4205 (0.5686) loss 1312.9331 (1312.1374) grad_norm 319.1711 (209.1547) embed_mse 1311.8231 (1311.0446) mask_bce 0.2788 (0.2461) mask_dice 0.8312 (0.8468) mem 21940MB +[2025-12-25 10:54:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1130/1573] eta 0:04:11 lr 0.000002 time 0.4155 (0.5674) loss 1354.2725 (1312.2844) grad_norm 181.6572 (208.9597) embed_mse 1353.2081 (1311.1915) mask_bce 0.1974 (0.2460) mask_dice 0.8670 (0.8469) mem 21940MB +[2025-12-25 10:55:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1140/1573] eta 0:04:05 lr 0.000002 time 0.4197 (0.5672) loss 1297.4624 (1312.3470) grad_norm 209.0635 (208.9604) embed_mse 1296.3958 (1311.2541) mask_bce 0.2244 (0.2461) mask_dice 0.8423 (0.8469) mem 21940MB +[2025-12-25 10:55:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1150/1573] eta 0:03:59 lr 0.000002 time 0.4208 (0.5673) loss 1274.3051 (1312.3223) grad_norm 294.9889 (209.5620) embed_mse 1273.1979 (1311.2293) mask_bce 0.2580 (0.2461) mask_dice 0.8493 (0.8469) mem 21940MB +[2025-12-25 10:55:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1160/1573] eta 0:03:53 lr 0.000002 time 0.5512 (0.5662) loss 1259.1259 (1312.4095) grad_norm 212.0428 (209.6287) embed_mse 1258.0438 (1311.3165) mask_bce 0.2095 (0.2461) mask_dice 0.8726 (0.8469) mem 21940MB +[2025-12-25 10:55:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1170/1573] eta 0:03:48 lr 0.000002 time 0.4332 (0.5666) loss 1345.2260 (1312.4610) grad_norm 179.8000 (209.4244) embed_mse 1344.1532 (1311.3680) mask_bce 0.2233 (0.2461) mask_dice 0.8493 (0.8469) mem 21940MB +[2025-12-25 10:55:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1180/1573] eta 0:03:42 lr 0.000002 time 0.7019 (0.5657) loss 1363.0470 (1312.6745) grad_norm 226.8190 (209.5427) embed_mse 1361.9528 (1311.5816) mask_bce 0.2690 (0.2460) mask_dice 0.8251 (0.8469) mem 21940MB +[2025-12-25 10:55:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1190/1573] eta 0:03:36 lr 0.000002 time 0.4215 (0.5649) loss 1285.1018 (1312.5539) grad_norm 219.3203 (209.6088) embed_mse 1283.9865 (1311.4611) mask_bce 0.2932 (0.2459) mask_dice 0.8221 (0.8469) mem 21940MB +[2025-12-25 10:55:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1200/1573] eta 0:03:30 lr 0.000002 time 0.4357 (0.5653) loss 1344.3506 (1312.5258) grad_norm 161.4052 (209.1368) embed_mse 1343.2817 (1311.4331) mask_bce 0.2227 (0.2458) mask_dice 0.8461 (0.8469) mem 21940MB +[2025-12-25 10:55:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1210/1573] eta 0:03:24 lr 0.000002 time 0.4281 (0.5642) loss 1315.3064 (1312.4417) grad_norm 183.4934 (208.9669) embed_mse 1314.1962 (1311.3489) mask_bce 0.2717 (0.2458) mask_dice 0.8385 (0.8470) mem 21940MB +[2025-12-25 10:55:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1220/1573] eta 0:03:19 lr 0.000002 time 0.4237 (0.5646) loss 1303.7341 (1312.3336) grad_norm 188.1725 (208.8301) embed_mse 1302.6033 (1311.2409) mask_bce 0.2825 (0.2457) mask_dice 0.8484 (0.8470) mem 21940MB +[2025-12-25 10:55:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1230/1573] eta 0:03:13 lr 0.000002 time 0.4198 (0.5635) loss 1264.9241 (1312.2021) grad_norm 165.5230 (208.5471) embed_mse 1263.7952 (1311.1094) mask_bce 0.2841 (0.2456) mask_dice 0.8448 (0.8471) mem 21940MB +[2025-12-25 10:55:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1240/1573] eta 0:03:07 lr 0.000002 time 0.4195 (0.5624) loss 1331.8829 (1312.2230) grad_norm 184.1651 (208.2211) embed_mse 1330.8065 (1311.1303) mask_bce 0.2280 (0.2457) mask_dice 0.8484 (0.8471) mem 21940MB +[2025-12-25 10:55:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1250/1573] eta 0:03:01 lr 0.000002 time 0.4502 (0.5613) loss 1351.0497 (1312.2516) grad_norm 226.9780 (208.3413) embed_mse 1349.9640 (1311.1589) mask_bce 0.2226 (0.2456) mask_dice 0.8631 (0.8470) mem 21940MB +[2025-12-25 10:56:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1260/1573] eta 0:02:55 lr 0.000002 time 0.4323 (0.5603) loss 1308.0989 (1312.3625) grad_norm 220.8364 (208.4209) embed_mse 1307.0361 (1311.2698) mask_bce 0.2063 (0.2456) mask_dice 0.8564 (0.8471) mem 21940MB +[2025-12-25 10:56:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1270/1573] eta 0:02:49 lr 0.000002 time 0.4723 (0.5592) loss 1278.5928 (1312.2726) grad_norm 163.2815 (208.1352) embed_mse 1277.5104 (1311.1800) mask_bce 0.2079 (0.2455) mask_dice 0.8746 (0.8471) mem 21940MB +[2025-12-25 10:56:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1280/1573] eta 0:02:43 lr 0.000002 time 0.8411 (0.5586) loss 1303.6537 (1312.1711) grad_norm 201.3123 (207.8024) embed_mse 1302.6013 (1311.0786) mask_bce 0.1717 (0.2454) mask_dice 0.8806 (0.8471) mem 21940MB +[2025-12-25 10:56:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1290/1573] eta 0:02:37 lr 0.000002 time 0.4224 (0.5575) loss 1284.2637 (1312.1901) grad_norm 280.2779 (208.2525) embed_mse 1283.1439 (1311.0976) mask_bce 0.2581 (0.2454) mask_dice 0.8617 (0.8471) mem 21940MB +[2025-12-25 10:56:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1300/1573] eta 0:02:32 lr 0.000002 time 0.4275 (0.5568) loss 1311.0878 (1312.1676) grad_norm 152.2527 (207.9069) embed_mse 1309.9863 (1311.0751) mask_bce 0.2692 (0.2454) mask_dice 0.8323 (0.8471) mem 21940MB +[2025-12-25 10:56:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1310/1573] eta 0:02:26 lr 0.000002 time 0.4214 (0.5558) loss 1328.3486 (1312.1125) grad_norm 159.9220 (207.6125) embed_mse 1327.2788 (1311.0200) mask_bce 0.2274 (0.2454) mask_dice 0.8424 (0.8471) mem 21940MB +[2025-12-25 10:56:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1320/1573] eta 0:02:20 lr 0.000002 time 0.4239 (0.5548) loss 1324.6472 (1312.0512) grad_norm 176.0194 (207.1308) embed_mse 1323.5354 (1310.9587) mask_bce 0.2713 (0.2454) mask_dice 0.8405 (0.8471) mem 21940MB +[2025-12-25 10:56:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1330/1573] eta 0:02:14 lr 0.000002 time 0.4281 (0.5539) loss 1335.3301 (1312.0474) grad_norm 230.4140 (207.2711) embed_mse 1334.2607 (1310.9550) mask_bce 0.2319 (0.2454) mask_dice 0.8375 (0.8471) mem 21940MB +[2025-12-25 10:56:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1340/1573] eta 0:02:08 lr 0.000002 time 0.4241 (0.5530) loss 1315.8418 (1311.9127) grad_norm 266.8907 (207.6281) embed_mse 1314.7529 (1310.8203) mask_bce 0.2630 (0.2454) mask_dice 0.8258 (0.8470) mem 21940MB +[2025-12-25 10:56:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1350/1573] eta 0:02:03 lr 0.000002 time 0.4206 (0.5520) loss 1334.2356 (1311.9437) grad_norm 273.6891 (208.0213) embed_mse 1333.1481 (1310.8513) mask_bce 0.2338 (0.2454) mask_dice 0.8537 (0.8470) mem 21940MB +[2025-12-25 10:56:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1360/1573] eta 0:01:57 lr 0.000002 time 0.4238 (0.5520) loss 1293.1709 (1311.9256) grad_norm 170.2848 (207.4406) embed_mse 1292.0782 (1310.8331) mask_bce 0.2392 (0.2454) mask_dice 0.8535 (0.8470) mem 21940MB +[2025-12-25 10:56:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1370/1573] eta 0:01:51 lr 0.000002 time 0.4171 (0.5510) loss 1330.9807 (1311.9563) grad_norm 193.2495 (207.3576) embed_mse 1329.8311 (1310.8640) mask_bce 0.3387 (0.2453) mask_dice 0.8109 (0.8471) mem 21940MB +[2025-12-25 10:56:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1380/1573] eta 0:01:46 lr 0.000002 time 0.4217 (0.5501) loss 1265.8052 (1311.9828) grad_norm 180.3482 (207.2006) embed_mse 1264.7140 (1310.8905) mask_bce 0.2525 (0.2453) mask_dice 0.8387 (0.8471) mem 21940MB +[2025-12-25 10:57:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1390/1573] eta 0:01:40 lr 0.000002 time 0.4194 (0.5492) loss 1276.9182 (1311.9794) grad_norm 165.2880 (206.9583) embed_mse 1275.8107 (1310.8871) mask_bce 0.2747 (0.2453) mask_dice 0.8329 (0.8471) mem 21940MB +[2025-12-25 10:57:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1400/1573] eta 0:01:35 lr 0.000002 time 0.4201 (0.5498) loss 1324.7650 (1311.8679) grad_norm 170.6841 (207.6572) embed_mse 1323.6759 (1310.7757) mask_bce 0.2611 (0.2452) mask_dice 0.8280 (0.8470) mem 21940MB +[2025-12-25 10:57:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1410/1573] eta 0:01:29 lr 0.000002 time 0.4168 (0.5489) loss 1366.7097 (1311.8277) grad_norm 193.6387 (207.5776) embed_mse 1365.6071 (1310.7355) mask_bce 0.2588 (0.2452) mask_dice 0.8439 (0.8471) mem 21940MB +[2025-12-25 10:57:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1420/1573] eta 0:01:23 lr 0.000002 time 0.4204 (0.5480) loss 1259.1965 (1311.8152) grad_norm 185.9209 (207.4552) embed_mse 1258.0718 (1310.7228) mask_bce 0.2989 (0.2454) mask_dice 0.8258 (0.8470) mem 21940MB +[2025-12-25 10:57:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1430/1573] eta 0:01:18 lr 0.000002 time 0.4278 (0.5472) loss 1329.4209 (1312.0148) grad_norm 148.4090 (207.1235) embed_mse 1328.3409 (1310.9224) mask_bce 0.2464 (0.2454) mask_dice 0.8336 (0.8470) mem 21940MB +[2025-12-25 10:57:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1440/1573] eta 0:01:12 lr 0.000002 time 0.4380 (0.5463) loss 1315.6813 (1312.0996) grad_norm 173.8575 (206.6458) embed_mse 1314.5957 (1311.0072) mask_bce 0.2474 (0.2453) mask_dice 0.8381 (0.8471) mem 21940MB +[2025-12-25 10:57:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1450/1573] eta 0:01:07 lr 0.000002 time 0.4182 (0.5455) loss 1338.0637 (1312.2427) grad_norm 246.6550 (206.8669) embed_mse 1336.9535 (1311.1503) mask_bce 0.2504 (0.2453) mask_dice 0.8597 (0.8471) mem 21940MB +[2025-12-25 10:57:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1460/1573] eta 0:01:01 lr 0.000002 time 0.4251 (0.5470) loss 1296.1138 (1312.1681) grad_norm 155.3960 (206.5840) embed_mse 1295.0159 (1311.0756) mask_bce 0.2763 (0.2454) mask_dice 0.8217 (0.8471) mem 21940MB +[2025-12-25 10:57:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1470/1573] eta 0:00:56 lr 0.000002 time 0.4231 (0.5463) loss 1382.0588 (1312.1639) grad_norm 207.3209 (206.5880) embed_mse 1380.9705 (1311.0714) mask_bce 0.2487 (0.2454) mask_dice 0.8397 (0.8471) mem 21940MB +[2025-12-25 10:57:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1480/1573] eta 0:00:50 lr 0.000002 time 0.4253 (0.5455) loss 1263.6831 (1312.0731) grad_norm 173.2850 (206.2527) embed_mse 1262.6128 (1310.9807) mask_bce 0.2275 (0.2454) mask_dice 0.8429 (0.8471) mem 21940MB +[2025-12-25 10:57:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1490/1573] eta 0:00:45 lr 0.000002 time 0.4218 (0.5447) loss 1227.3319 (1311.9743) grad_norm 174.7579 (206.0834) embed_mse 1226.2449 (1310.8819) mask_bce 0.2499 (0.2453) mask_dice 0.8370 (0.8471) mem 21940MB +[2025-12-25 10:57:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1500/1573] eta 0:00:39 lr 0.000002 time 0.4721 (0.5439) loss 1350.9355 (1311.9879) grad_norm 210.7659 (206.1084) embed_mse 1349.8011 (1310.8955) mask_bce 0.3147 (0.2453) mask_dice 0.8197 (0.8470) mem 21940MB +[2025-12-25 10:57:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1510/1573] eta 0:00:34 lr 0.000002 time 0.4161 (0.5431) loss 1363.9703 (1312.0570) grad_norm 237.7383 (206.2767) embed_mse 1362.8605 (1310.9645) mask_bce 0.2638 (0.2455) mask_dice 0.8460 (0.8470) mem 21940MB +[2025-12-25 10:58:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1520/1573] eta 0:00:28 lr 0.000002 time 0.4191 (0.5423) loss 1293.0532 (1312.1051) grad_norm 187.0631 (206.2875) embed_mse 1291.9727 (1311.0126) mask_bce 0.2222 (0.2455) mask_dice 0.8584 (0.8470) mem 21940MB +[2025-12-25 10:58:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1530/1573] eta 0:00:23 lr 0.000002 time 0.4178 (0.5422) loss 1279.5155 (1312.0247) grad_norm 140.7146 (205.9442) embed_mse 1278.4172 (1310.9323) mask_bce 0.2732 (0.2454) mask_dice 0.8251 (0.8470) mem 21940MB +[2025-12-25 10:58:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1540/1573] eta 0:00:17 lr 0.000002 time 0.4199 (0.5414) loss 1334.4033 (1312.0488) grad_norm 154.3555 (205.6755) embed_mse 1333.2772 (1310.9563) mask_bce 0.2999 (0.2456) mask_dice 0.8261 (0.8469) mem 21940MB +[2025-12-25 10:58:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1550/1573] eta 0:00:12 lr 0.000002 time 0.4156 (0.5406) loss 1328.2560 (1312.1109) grad_norm 179.2157 (205.5384) embed_mse 1327.2068 (1311.0185) mask_bce 0.1832 (0.2455) mask_dice 0.8660 (0.8469) mem 21940MB +[2025-12-25 10:58:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1560/1573] eta 0:00:07 lr 0.000002 time 0.4170 (0.5399) loss 1321.2932 (1312.0845) grad_norm 156.7462 (205.0405) embed_mse 1320.1906 (1310.9920) mask_bce 0.2495 (0.2455) mask_dice 0.8531 (0.8470) mem 21940MB +[2025-12-25 10:58:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1570/1573] eta 0:00:01 lr 0.000002 time 0.4177 (0.5391) loss 1323.4646 (1312.1281) grad_norm 207.1747 (205.0513) embed_mse 1322.3983 (1311.0356) mask_bce 0.2066 (0.2455) mask_dice 0.8596 (0.8470) mem 21940MB +[2025-12-25 10:58:25 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 26 training takes 0:14:08 +[2025-12-25 10:58:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][0/1573] eta 2:59:07 lr 0.000002 time 6.8322 (6.8322) loss 1362.5759 (1362.5759) grad_norm 0.0000 (0.0000) embed_mse 1361.4587 (1361.4587) mask_bce 0.2813 (0.2813) mask_dice 0.8359 (0.8359) mem 21940MB +[2025-12-25 10:58:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][10/1573] eta 0:26:31 lr 0.000002 time 0.4281 (1.0180) loss 1291.2701 (1319.5440) grad_norm 244.7757 (244.7757) embed_mse 1290.1681 (1318.4473) mask_bce 0.2555 (0.2477) mask_dice 0.8466 (0.8491) mem 21940MB +[2025-12-25 10:58:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][20/1573] eta 0:19:04 lr 0.000002 time 0.4282 (0.7371) loss 1265.5793 (1320.4304) grad_norm 322.5979 (283.6868) embed_mse 1264.5138 (1319.3408) mask_bce 0.2285 (0.2418) mask_dice 0.8370 (0.8479) mem 21940MB +[2025-12-25 10:58:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][30/1573] eta 0:16:25 lr 0.000002 time 0.4404 (0.6384) loss 1262.7051 (1311.8137) grad_norm 184.7215 (250.6984) embed_mse 1261.6517 (1310.7218) mask_bce 0.2085 (0.2457) mask_dice 0.8449 (0.8462) mem 21940MB +[2025-12-25 10:58:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][40/1573] eta 0:15:06 lr 0.000002 time 0.4290 (0.5911) loss 1223.8478 (1306.6505) grad_norm 236.2174 (230.3660) embed_mse 1222.8010 (1305.5621) mask_bce 0.1908 (0.2429) mask_dice 0.8559 (0.8455) mem 21940MB +[2025-12-25 10:58:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][50/1573] eta 0:14:13 lr 0.000002 time 0.4319 (0.5607) loss 1328.8870 (1308.8013) grad_norm 203.9292 (225.9598) embed_mse 1327.7732 (1307.7113) mask_bce 0.2423 (0.2457) mask_dice 0.8715 (0.8443) mem 21940MB +[2025-12-25 10:58:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][60/1573] eta 0:13:36 lr 0.000002 time 0.4335 (0.5397) loss 1307.3479 (1307.8680) grad_norm 147.3777 (214.7338) embed_mse 1306.2507 (1306.7780) mask_bce 0.2511 (0.2458) mask_dice 0.8460 (0.8442) mem 21940MB +[2025-12-25 10:59:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][70/1573] eta 0:13:09 lr 0.000002 time 0.4358 (0.5250) loss 1319.4584 (1307.6037) grad_norm 205.0642 (213.5251) embed_mse 1318.3948 (1306.5139) mask_bce 0.2324 (0.2453) mask_dice 0.8311 (0.8445) mem 21940MB +[2025-12-25 10:59:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][80/1573] eta 0:12:48 lr 0.000002 time 0.4394 (0.5145) loss 1285.8126 (1302.4688) grad_norm 174.3700 (205.6441) embed_mse 1284.7489 (1301.3796) mask_bce 0.2125 (0.2452) mask_dice 0.8512 (0.8440) mem 21940MB +[2025-12-25 10:59:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][90/1573] eta 0:12:29 lr 0.000002 time 0.4277 (0.5055) loss 1278.9200 (1302.9753) grad_norm 228.1402 (207.6892) embed_mse 1277.8408 (1301.8860) mask_bce 0.2228 (0.2446) mask_dice 0.8565 (0.8447) mem 21940MB +[2025-12-25 10:59:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][100/1573] eta 0:12:13 lr 0.000002 time 0.4303 (0.4980) loss 1301.9939 (1301.5857) grad_norm 155.0106 (203.2993) embed_mse 1300.9022 (1300.4960) mask_bce 0.2428 (0.2445) mask_dice 0.8489 (0.8452) mem 21940MB +[2025-12-25 10:59:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][110/1573] eta 0:11:59 lr 0.000002 time 0.4333 (0.4915) loss 1290.8295 (1302.9938) grad_norm 142.3353 (198.6097) embed_mse 1289.7463 (1301.9040) mask_bce 0.2166 (0.2444) mask_dice 0.8666 (0.8455) mem 21940MB +[2025-12-25 10:59:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][120/1573] eta 0:11:47 lr 0.000002 time 0.4246 (0.4869) loss 1310.9850 (1305.0961) grad_norm 177.0630 (196.9163) embed_mse 1309.9142 (1304.0011) mask_bce 0.2374 (0.2498) mask_dice 0.8335 (0.8452) mem 21940MB +[2025-12-25 10:59:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][130/1573] eta 0:11:36 lr 0.000002 time 0.4304 (0.4825) loss 1266.7051 (1304.2173) grad_norm 330.8865 (205.2895) embed_mse 1265.6077 (1303.1222) mask_bce 0.2302 (0.2500) mask_dice 0.8671 (0.8452) mem 21940MB +[2025-12-25 10:59:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][140/1573] eta 0:11:26 lr 0.000002 time 0.4307 (0.4788) loss 1393.2430 (1305.8230) grad_norm 211.7724 (205.6708) embed_mse 1392.0470 (1304.7271) mask_bce 0.3365 (0.2505) mask_dice 0.8597 (0.8454) mem 21940MB +[2025-12-25 10:59:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][150/1573] eta 0:11:16 lr 0.000002 time 0.4273 (0.4753) loss 1279.3098 (1306.7691) grad_norm 329.7234 (212.5626) embed_mse 1278.1981 (1305.6737) mask_bce 0.2761 (0.2501) mask_dice 0.8356 (0.8454) mem 21940MB +[2025-12-25 10:59:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][160/1573] eta 0:11:07 lr 0.000002 time 0.4222 (0.4725) loss 1330.1107 (1307.9141) grad_norm 181.5895 (206.8179) embed_mse 1329.0024 (1306.8182) mask_bce 0.2785 (0.2505) mask_dice 0.8297 (0.8455) mem 21940MB +[2025-12-25 10:59:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][170/1573] eta 0:10:59 lr 0.000002 time 0.4243 (0.4698) loss 1309.5840 (1307.9974) grad_norm 229.8939 (207.9167) embed_mse 1308.5154 (1306.9006) mask_bce 0.2218 (0.2514) mask_dice 0.8468 (0.8454) mem 21940MB +[2025-12-25 10:59:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][180/1573] eta 0:10:51 lr 0.000002 time 0.4212 (0.4673) loss 1367.1320 (1308.8279) grad_norm 166.9782 (206.0559) embed_mse 1366.0452 (1307.7312) mask_bce 0.2525 (0.2515) mask_dice 0.8342 (0.8452) mem 21940MB +[2025-12-25 10:59:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][190/1573] eta 0:10:43 lr 0.000002 time 0.4255 (0.4651) loss 1361.8058 (1309.4630) grad_norm 182.1309 (205.0157) embed_mse 1360.7256 (1308.3667) mask_bce 0.2193 (0.2510) mask_dice 0.8609 (0.8453) mem 21940MB +[2025-12-25 10:59:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][200/1573] eta 0:10:35 lr 0.000002 time 0.4472 (0.4632) loss 1291.0784 (1309.4250) grad_norm 163.2186 (204.1958) embed_mse 1289.9849 (1308.3296) mask_bce 0.2485 (0.2499) mask_dice 0.8450 (0.8456) mem 21940MB +[2025-12-25 11:00:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][210/1573] eta 0:10:28 lr 0.000002 time 0.4312 (0.4614) loss 1341.3564 (1309.9391) grad_norm 273.2055 (206.8500) embed_mse 1340.2688 (1308.8441) mask_bce 0.2585 (0.2492) mask_dice 0.8292 (0.8457) mem 21940MB +[2025-12-25 11:00:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][220/1573] eta 0:10:21 lr 0.000002 time 0.4251 (0.4597) loss 1312.9076 (1309.9861) grad_norm 165.8079 (205.3299) embed_mse 1311.8463 (1308.8914) mask_bce 0.2212 (0.2489) mask_dice 0.8401 (0.8458) mem 21940MB +[2025-12-25 11:00:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][230/1573] eta 0:10:15 lr 0.000002 time 0.4277 (0.4583) loss 1348.2472 (1310.0542) grad_norm 165.7861 (203.9177) embed_mse 1347.1448 (1308.9597) mask_bce 0.2600 (0.2488) mask_dice 0.8424 (0.8457) mem 21940MB +[2025-12-25 11:00:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][240/1573] eta 0:10:08 lr 0.000002 time 0.4212 (0.4568) loss 1260.7964 (1309.8955) grad_norm 148.9145 (201.5145) embed_mse 1259.7340 (1308.8012) mask_bce 0.2118 (0.2486) mask_dice 0.8505 (0.8457) mem 21940MB +[2025-12-25 11:00:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][250/1573] eta 0:10:02 lr 0.000002 time 0.4190 (0.4555) loss 1312.1172 (1310.0269) grad_norm 225.6365 (202.2926) embed_mse 1311.0575 (1308.9329) mask_bce 0.2071 (0.2480) mask_dice 0.8525 (0.8459) mem 21940MB +[2025-12-25 11:00:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][260/1573] eta 0:09:56 lr 0.000002 time 0.4184 (0.4542) loss 1368.9924 (1310.1592) grad_norm 198.3707 (202.1700) embed_mse 1367.9054 (1309.0656) mask_bce 0.2252 (0.2475) mask_dice 0.8619 (0.8461) mem 21940MB +[2025-12-25 11:00:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][270/1573] eta 0:09:50 lr 0.000002 time 0.4182 (0.4533) loss 1308.4194 (1310.9633) grad_norm 273.8537 (204.3423) embed_mse 1307.3439 (1309.8700) mask_bce 0.2592 (0.2471) mask_dice 0.8163 (0.8462) mem 21940MB +[2025-12-25 11:00:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][280/1573] eta 0:09:44 lr 0.000002 time 0.4181 (0.4521) loss 1318.9149 (1311.3063) grad_norm 179.2541 (202.4831) embed_mse 1317.8225 (1310.2132) mask_bce 0.2410 (0.2467) mask_dice 0.8514 (0.8464) mem 21940MB +[2025-12-25 11:00:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][290/1573] eta 0:09:44 lr 0.000002 time 0.4250 (0.4554) loss 1343.7950 (1311.4517) grad_norm 186.4113 (202.0366) embed_mse 1342.6707 (1310.3579) mask_bce 0.2859 (0.2474) mask_dice 0.8385 (0.8463) mem 21940MB +[2025-12-25 11:00:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][300/1573] eta 0:09:38 lr 0.000002 time 0.4251 (0.4545) loss 1305.0702 (1311.3821) grad_norm 179.8284 (201.4364) embed_mse 1303.9908 (1310.2881) mask_bce 0.2470 (0.2478) mask_dice 0.8323 (0.8463) mem 21940MB +[2025-12-25 11:00:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][310/1573] eta 0:09:32 lr 0.000002 time 0.4231 (0.4534) loss 1396.3114 (1311.3621) grad_norm 145.3938 (199.9616) embed_mse 1395.1713 (1310.2682) mask_bce 0.2959 (0.2475) mask_dice 0.8442 (0.8464) mem 21940MB +[2025-12-25 11:00:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][320/1573] eta 0:09:27 lr 0.000002 time 0.4172 (0.4531) loss 1376.0726 (1311.5941) grad_norm 204.3079 (199.1034) embed_mse 1375.0024 (1310.5004) mask_bce 0.2111 (0.2474) mask_dice 0.8591 (0.8464) mem 21940MB +[2025-12-25 11:00:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][330/1573] eta 0:09:22 lr 0.000002 time 0.4186 (0.4523) loss 1331.4591 (1311.8719) grad_norm 174.1177 (198.4940) embed_mse 1330.3544 (1310.7780) mask_bce 0.2741 (0.2476) mask_dice 0.8307 (0.8463) mem 21940MB +[2025-12-25 11:00:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][340/1573] eta 0:09:16 lr 0.000002 time 0.4188 (0.4514) loss 1266.9396 (1311.8232) grad_norm 217.1230 (198.9375) embed_mse 1265.8213 (1310.7296) mask_bce 0.2868 (0.2473) mask_dice 0.8315 (0.8464) mem 21940MB +[2025-12-25 11:01:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][350/1573] eta 0:09:11 lr 0.000002 time 0.4238 (0.4507) loss 1359.7466 (1311.5325) grad_norm 244.1626 (199.9893) embed_mse 1358.6455 (1310.4390) mask_bce 0.2595 (0.2472) mask_dice 0.8416 (0.8462) mem 21940MB +[2025-12-25 11:01:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][360/1573] eta 0:09:05 lr 0.000002 time 0.4181 (0.4500) loss 1369.1583 (1311.9206) grad_norm 179.0489 (201.6043) embed_mse 1368.0532 (1310.8271) mask_bce 0.2772 (0.2472) mask_dice 0.8279 (0.8463) mem 21940MB +[2025-12-25 11:01:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][370/1573] eta 0:09:00 lr 0.000002 time 0.4208 (0.4493) loss 1310.0410 (1311.9758) grad_norm 242.3074 (202.4892) embed_mse 1308.9612 (1310.8822) mask_bce 0.2361 (0.2467) mask_dice 0.8437 (0.8468) mem 21940MB +[2025-12-25 11:01:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][380/1573] eta 0:08:55 lr 0.000002 time 0.4163 (0.4486) loss 1370.9287 (1312.0587) grad_norm 191.0381 (202.2455) embed_mse 1369.8188 (1310.9650) mask_bce 0.2528 (0.2466) mask_dice 0.8571 (0.8471) mem 21940MB +[2025-12-25 11:01:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][390/1573] eta 0:08:49 lr 0.000002 time 0.4211 (0.4479) loss 1288.6162 (1311.8004) grad_norm 211.1006 (202.4300) embed_mse 1287.5164 (1310.7063) mask_bce 0.2629 (0.2470) mask_dice 0.8370 (0.8470) mem 21940MB +[2025-12-25 11:01:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][400/1573] eta 0:08:44 lr 0.000002 time 0.4205 (0.4473) loss 1340.2300 (1311.9100) grad_norm 181.0950 (204.8027) embed_mse 1339.1477 (1310.8157) mask_bce 0.2223 (0.2472) mask_dice 0.8599 (0.8471) mem 21940MB +[2025-12-25 11:01:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][410/1573] eta 0:08:39 lr 0.000002 time 0.4236 (0.4466) loss 1333.0144 (1312.2430) grad_norm 187.5551 (204.4645) embed_mse 1331.9341 (1311.1485) mask_bce 0.2168 (0.2475) mask_dice 0.8635 (0.8470) mem 21940MB +[2025-12-25 11:01:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][420/1573] eta 0:08:34 lr 0.000002 time 0.4240 (0.4461) loss 1338.6071 (1312.2583) grad_norm 184.7172 (204.0847) embed_mse 1337.5199 (1311.1639) mask_bce 0.2457 (0.2473) mask_dice 0.8414 (0.8471) mem 21940MB +[2025-12-25 11:01:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][430/1573] eta 0:08:29 lr 0.000002 time 0.4221 (0.4455) loss 1250.6838 (1312.5329) grad_norm 175.2122 (203.5399) embed_mse 1249.5986 (1311.4382) mask_bce 0.2686 (0.2478) mask_dice 0.8166 (0.8469) mem 21940MB +[2025-12-25 11:01:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][440/1573] eta 0:08:24 lr 0.000002 time 0.4186 (0.4450) loss 1268.7467 (1312.4862) grad_norm 329.3879 (206.4163) embed_mse 1267.6577 (1311.3916) mask_bce 0.2265 (0.2476) mask_dice 0.8624 (0.8470) mem 21940MB +[2025-12-25 11:01:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][450/1573] eta 0:08:19 lr 0.000002 time 0.4253 (0.4446) loss 1284.4442 (1312.2757) grad_norm 169.3439 (205.7543) embed_mse 1283.3496 (1311.1812) mask_bce 0.2529 (0.2477) mask_dice 0.8417 (0.8468) mem 21940MB +[2025-12-25 11:01:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][460/1573] eta 0:08:14 lr 0.000002 time 0.4193 (0.4442) loss 1256.4613 (1312.0661) grad_norm 193.4520 (205.5385) embed_mse 1255.3849 (1310.9716) mask_bce 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11:02:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][500/1573] eta 0:07:55 lr 0.000002 time 0.4288 (0.4427) loss 1266.9694 (1311.1597) grad_norm 262.1564 (207.2364) embed_mse 1265.8704 (1310.0653) mask_bce 0.2776 (0.2475) mask_dice 0.8214 (0.8469) mem 21940MB +[2025-12-25 11:02:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][510/1573] eta 0:07:50 lr 0.000002 time 0.4192 (0.4423) loss 1348.5891 (1311.4072) grad_norm 201.6112 (207.1471) embed_mse 1347.5140 (1310.3129) mask_bce 0.2371 (0.2475) mask_dice 0.8380 (0.8468) mem 21940MB +[2025-12-25 11:02:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][520/1573] eta 0:07:45 lr 0.000002 time 0.4184 (0.4419) loss 1230.2305 (1311.3645) grad_norm 182.4017 (206.5786) embed_mse 1229.1433 (1310.2703) mask_bce 0.2475 (0.2472) mask_dice 0.8396 (0.8470) mem 21940MB +[2025-12-25 11:02:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][530/1573] eta 0:07:40 lr 0.000002 time 0.4147 (0.4415) loss 1239.6176 (1310.8810) grad_norm 187.7229 (206.2930) embed_mse 1238.5392 (1309.7868) mask_bce 0.2090 (0.2472) mask_dice 0.8694 (0.8471) mem 21940MB +[2025-12-25 11:02:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][540/1573] eta 0:07:35 lr 0.000002 time 0.4399 (0.4412) loss 1379.5760 (1310.7719) grad_norm 214.6184 (206.4172) embed_mse 1378.4810 (1309.6775) mask_bce 0.2535 (0.2473) mask_dice 0.8415 (0.8471) mem 21940MB +[2025-12-25 11:02:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][550/1573] eta 0:07:31 lr 0.000002 time 0.4174 (0.4409) loss 1309.2609 (1310.3024) grad_norm 191.3444 (206.1956) embed_mse 1308.1725 (1309.2080) mask_bce 0.2602 (0.2473) mask_dice 0.8283 (0.8471) mem 21940MB +[2025-12-25 11:02:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][560/1573] eta 0:07:26 lr 0.000002 time 0.4274 (0.4406) loss 1342.0017 (1310.2546) grad_norm 192.6446 (206.1447) embed_mse 1340.9236 (1309.1603) mask_bce 0.2388 (0.2473) mask_dice 0.8394 (0.8470) mem 21940MB +[2025-12-25 11:02:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][570/1573] eta 0:07:21 lr 0.000002 time 0.4189 (0.4403) loss 1355.7201 (1310.0752) grad_norm 145.0077 (205.2836) embed_mse 1354.6256 (1308.9809) mask_bce 0.2437 (0.2472) mask_dice 0.8509 (0.8471) mem 21940MB +[2025-12-25 11:02:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][580/1573] eta 0:07:16 lr 0.000002 time 0.4190 (0.4399) loss 1291.0480 (1309.9153) grad_norm 178.4461 (204.9108) embed_mse 1289.9368 (1308.8208) mask_bce 0.2716 (0.2473) mask_dice 0.8396 (0.8472) mem 21940MB +[2025-12-25 11:02:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][590/1573] eta 0:07:12 lr 0.000002 time 0.4148 (0.4395) loss 1209.7034 (1310.1333) grad_norm 155.2475 (204.2305) embed_mse 1208.5946 (1309.0388) mask_bce 0.2839 (0.2474) mask_dice 0.8248 (0.8471) mem 21940MB +[2025-12-25 11:02:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][600/1573] eta 0:07:07 lr 0.000002 time 0.4173 (0.4392) loss 1329.3192 (1310.2408) grad_norm 164.4774 (203.0777) embed_mse 1328.2301 (1309.1462) mask_bce 0.2522 (0.2474) mask_dice 0.8369 (0.8472) mem 21940MB +[2025-12-25 11:02:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][610/1573] eta 0:07:02 lr 0.000002 time 0.4206 (0.4389) loss 1296.8239 (1310.3130) grad_norm 166.1432 (202.5917) embed_mse 1295.7437 (1309.2185) mask_bce 0.2180 (0.2473) mask_dice 0.8621 (0.8472) mem 21940MB +[2025-12-25 11:02:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][620/1573] eta 0:06:57 lr 0.000002 time 0.4223 (0.4386) loss 1276.5526 (1310.2128) grad_norm 162.0677 (202.0654) embed_mse 1275.4510 (1309.1183) mask_bce 0.2522 (0.2475) mask_dice 0.8493 (0.8470) mem 21940MB +[2025-12-25 11:03:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][630/1573] eta 0:06:53 lr 0.000002 time 0.4173 (0.4383) loss 1340.3157 (1310.5091) grad_norm 198.0013 (202.0133) embed_mse 1339.2134 (1309.4144) mask_bce 0.2463 (0.2477) mask_dice 0.8560 (0.8470) mem 21940MB +[2025-12-25 11:03:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][640/1573] eta 0:06:48 lr 0.000002 time 0.4203 (0.4381) loss 1348.2688 (1310.6194) grad_norm 149.9796 (201.6644) embed_mse 1347.2219 (1309.5244) mask_bce 0.1417 (0.2478) mask_dice 0.9051 (0.8472) mem 21940MB +[2025-12-25 11:03:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][650/1573] eta 0:06:44 lr 0.000002 time 0.4209 (0.4378) loss 1318.0986 (1310.4646) grad_norm 170.1842 (201.2758) embed_mse 1317.0034 (1309.3698) mask_bce 0.2488 (0.2477) mask_dice 0.8463 (0.8471) mem 21940MB +[2025-12-25 11:03:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][660/1573] eta 0:06:39 lr 0.000002 time 0.4220 (0.4376) loss 1270.4696 (1310.3039) grad_norm 279.3025 (202.2273) embed_mse 1269.3979 (1309.2091) mask_bce 0.2128 (0.2477) mask_dice 0.8589 (0.8471) mem 21940MB +[2025-12-25 11:03:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][670/1573] eta 0:06:34 lr 0.000002 time 0.4139 (0.4374) loss 1364.5819 (1310.4395) grad_norm 127.5501 (201.3276) embed_mse 1363.4994 (1309.3448) mask_bce 0.2131 (0.2475) mask_dice 0.8694 (0.8472) mem 21940MB +[2025-12-25 11:03:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][680/1573] eta 0:06:30 lr 0.000002 time 0.4182 (0.4372) loss 1267.4684 (1310.0802) grad_norm 159.4233 (200.1580) embed_mse 1266.3344 (1308.9857) mask_bce 0.3090 (0.2475) mask_dice 0.8251 (0.8471) mem 21940MB +[2025-12-25 11:03:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][690/1573] eta 0:06:25 lr 0.000002 time 0.4220 (0.4370) loss 1312.3600 (1310.2324) grad_norm 170.9836 (199.8188) embed_mse 1311.2417 (1309.1377) mask_bce 0.2675 (0.2477) mask_dice 0.8508 (0.8470) mem 21940MB +[2025-12-25 11:03:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][700/1573] eta 0:06:21 lr 0.000002 time 0.4215 (0.4367) loss 1314.5466 (1310.6061) grad_norm 143.6667 (199.1733) embed_mse 1313.4606 (1309.5115) mask_bce 0.2503 (0.2476) mask_dice 0.8358 (0.8470) mem 21940MB +[2025-12-25 11:03:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][710/1573] eta 0:06:16 lr 0.000002 time 0.4199 (0.4365) loss 1330.6887 (1310.6818) grad_norm 200.4613 (199.1880) embed_mse 1329.6226 (1309.5873) mask_bce 0.2123 (0.2474) mask_dice 0.8539 (0.8471) mem 21940MB +[2025-12-25 11:03:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][720/1573] eta 0:06:12 lr 0.000002 time 0.4193 (0.4363) loss 1331.5859 (1310.7461) grad_norm 202.1918 (199.6126) embed_mse 1330.4846 (1309.6519) mask_bce 0.2681 (0.2471) mask_dice 0.8331 (0.8471) mem 21940MB +[2025-12-25 11:03:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][730/1573] eta 0:06:07 lr 0.000002 time 0.4205 (0.4361) loss 1275.6294 (1310.8489) grad_norm 177.7629 (199.3725) embed_mse 1274.5437 (1309.7547) mask_bce 0.2399 (0.2471) mask_dice 0.8459 (0.8471) mem 21940MB +[2025-12-25 11:03:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][740/1573] eta 0:06:03 lr 0.000002 time 0.4216 (0.4359) loss 1392.2029 (1311.3188) grad_norm 189.9935 (199.2706) embed_mse 1391.1172 (1310.2247) mask_bce 0.2372 (0.2471) mask_dice 0.8485 (0.8471) mem 21940MB +[2025-12-25 11:03:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][750/1573] eta 0:05:58 lr 0.000002 time 0.4222 (0.4357) loss 1288.7192 (1311.2296) grad_norm 173.9904 (198.9988) embed_mse 1287.6338 (1310.1353) mask_bce 0.2352 (0.2473) mask_dice 0.8502 (0.8471) mem 21940MB +[2025-12-25 11:03:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][760/1573] eta 0:05:54 lr 0.000002 time 0.4204 (0.4356) loss 1328.4089 (1311.2485) grad_norm 200.2982 (198.6571) embed_mse 1327.3296 (1310.1543) mask_bce 0.2364 (0.2472) mask_dice 0.8429 (0.8470) mem 21940MB +[2025-12-25 11:04:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][770/1573] eta 0:05:49 lr 0.000002 time 0.4194 (0.4354) loss 1332.2986 (1311.4529) grad_norm 302.9850 (199.7439) embed_mse 1331.2045 (1310.3587) mask_bce 0.2306 (0.2471) mask_dice 0.8635 (0.8470) mem 21940MB +[2025-12-25 11:04:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][780/1573] eta 0:05:45 lr 0.000002 time 0.4188 (0.4352) loss 1276.6750 (1311.5079) grad_norm 244.6540 (200.2069) embed_mse 1275.5659 (1310.4138) mask_bce 0.2529 (0.2471) mask_dice 0.8562 (0.8470) mem 21940MB +[2025-12-25 11:04:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][790/1573] eta 0:05:40 lr 0.000002 time 0.4199 (0.4350) loss 1294.3630 (1311.3714) grad_norm 206.6558 (200.2727) embed_mse 1293.2856 (1310.2774) mask_bce 0.2247 (0.2469) mask_dice 0.8527 (0.8470) mem 21940MB +[2025-12-25 11:04:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][800/1573] eta 0:05:36 lr 0.000002 time 0.4207 (0.4349) loss 1252.9198 (1311.3270) grad_norm 179.4409 (200.1553) embed_mse 1251.8132 (1310.2330) mask_bce 0.2759 (0.2471) mask_dice 0.8307 (0.8470) mem 21940MB +[2025-12-25 11:04:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][810/1573] eta 0:05:31 lr 0.000002 time 0.4236 (0.4347) loss 1326.6561 (1311.1934) grad_norm 144.0580 (199.5999) embed_mse 1325.5704 (1310.0994) mask_bce 0.2322 (0.2470) mask_dice 0.8536 (0.8470) mem 21940MB +[2025-12-25 11:04:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][820/1573] eta 0:05:27 lr 0.000002 time 0.4201 (0.4346) loss 1316.5768 (1311.1737) grad_norm 184.7999 (199.4548) embed_mse 1315.3889 (1310.0796) mask_bce 0.3373 (0.2471) mask_dice 0.8504 (0.8470) mem 21940MB +[2025-12-25 11:04:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][830/1573] eta 0:05:22 lr 0.000002 time 0.4209 (0.4344) loss 1299.1748 (1311.2972) grad_norm 214.3021 (199.5990) embed_mse 1298.0974 (1310.2032) mask_bce 0.2256 (0.2469) mask_dice 0.8518 (0.8471) mem 21940MB +[2025-12-25 11:04:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][840/1573] eta 0:05:18 lr 0.000002 time 0.4210 (0.4343) loss 1354.0199 (1311.4979) grad_norm 186.8713 (199.5230) embed_mse 1352.9233 (1310.4038) mask_bce 0.2685 (0.2471) mask_dice 0.8281 (0.8471) mem 21940MB +[2025-12-25 11:04:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][850/1573] eta 0:05:13 lr 0.000002 time 0.4195 (0.4342) loss 1359.9458 (1311.3719) grad_norm 158.1326 (199.1326) embed_mse 1358.8206 (1310.2778) mask_bce 0.2832 (0.2470) mask_dice 0.8421 (0.8471) mem 21940MB +[2025-12-25 11:04:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][860/1573] eta 0:05:09 lr 0.000002 time 0.4191 (0.4340) loss 1283.0721 (1311.3748) grad_norm 180.9622 (198.9627) embed_mse 1281.9519 (1310.2807) mask_bce 0.3002 (0.2469) mask_dice 0.8201 (0.8471) mem 21940MB +[2025-12-25 11:04:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][870/1573] eta 0:05:05 lr 0.000002 time 0.4187 (0.4339) loss 1331.8402 (1311.0803) grad_norm 192.7926 (198.9056) embed_mse 1330.7360 (1309.9864) mask_bce 0.2715 (0.2468) mask_dice 0.8328 (0.8471) mem 21940MB +[2025-12-25 11:04:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][880/1573] eta 0:05:00 lr 0.000002 time 0.4198 (0.4337) loss 1308.1631 (1311.3660) grad_norm 151.3707 (198.2816) embed_mse 1307.0524 (1310.2722) mask_bce 0.2753 (0.2467) mask_dice 0.8354 (0.8472) mem 21940MB +[2025-12-25 11:04:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][890/1573] eta 0:04:56 lr 0.000002 time 0.4188 (0.4336) loss 1311.6041 (1311.2806) grad_norm 221.6498 (198.4922) embed_mse 1310.5001 (1310.1868) mask_bce 0.2649 (0.2467) mask_dice 0.8391 (0.8471) mem 21940MB +[2025-12-25 11:04:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][900/1573] eta 0:04:51 lr 0.000002 time 0.4206 (0.4334) loss 1274.6957 (1311.1265) grad_norm 220.1922 (198.6859) embed_mse 1273.5479 (1310.0326) mask_bce 0.2774 (0.2468) mask_dice 0.8705 (0.8471) mem 21940MB +[2025-12-25 11:05:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][910/1573] eta 0:04:47 lr 0.000002 time 0.4212 (0.4333) loss 1221.8026 (1311.0878) grad_norm 263.7300 (199.2615) embed_mse 1220.7177 (1309.9940) mask_bce 0.2281 (0.2467) mask_dice 0.8568 (0.8471) mem 21940MB +[2025-12-25 11:05:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][920/1573] eta 0:04:42 lr 0.000002 time 0.4204 (0.4332) loss 1300.3522 (1310.9650) grad_norm 334.4327 (199.9958) embed_mse 1299.2793 (1309.8712) mask_bce 0.2448 (0.2468) mask_dice 0.8280 (0.8470) mem 21940MB +[2025-12-25 11:05:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][930/1573] eta 0:04:38 lr 0.000002 time 0.4212 (0.4330) loss 1282.0768 (1310.9211) grad_norm 188.8955 (199.9001) embed_mse 1280.9862 (1309.8271) mask_bce 0.2611 (0.2468) mask_dice 0.8295 (0.8471) mem 21940MB +[2025-12-25 11:05:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][940/1573] eta 0:04:34 lr 0.000002 time 0.4203 (0.4329) loss 1327.2814 (1310.8790) grad_norm 203.1078 (199.9276) embed_mse 1326.1017 (1309.7849) mask_bce 0.3104 (0.2470) mask_dice 0.8693 (0.8471) mem 21940MB +[2025-12-25 11:05:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][950/1573] eta 0:04:29 lr 0.000002 time 0.4234 (0.4328) loss 1342.6650 (1311.0417) grad_norm 292.0685 (200.7084) embed_mse 1341.5581 (1309.9476) mask_bce 0.2594 (0.2470) mask_dice 0.8476 (0.8471) mem 21940MB +[2025-12-25 11:05:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][960/1573] eta 0:04:25 lr 0.000002 time 0.4199 (0.4327) loss 1304.6095 (1311.0874) grad_norm 246.5312 (201.4022) embed_mse 1303.4927 (1309.9934) mask_bce 0.3006 (0.2470) mask_dice 0.8163 (0.8471) mem 21940MB +[2025-12-25 11:05:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][970/1573] eta 0:04:20 lr 0.000002 time 0.4197 (0.4326) loss 1334.9576 (1311.2472) grad_norm 164.0053 (201.0931) embed_mse 1333.8374 (1310.1532) mask_bce 0.2649 (0.2469) mask_dice 0.8553 (0.8471) mem 21940MB +[2025-12-25 11:05:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][980/1573] eta 0:04:16 lr 0.000002 time 0.4237 (0.4325) loss 1362.9650 (1311.2708) grad_norm 361.5508 (202.4084) embed_mse 1361.9056 (1310.1770) mask_bce 0.1907 (0.2467) mask_dice 0.8685 (0.8472) mem 21940MB +[2025-12-25 11:05:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][990/1573] eta 0:04:12 lr 0.000002 time 0.4191 (0.4323) loss 1292.2964 (1311.1889) grad_norm 142.1159 (201.9182) embed_mse 1291.2151 (1310.0951) mask_bce 0.2447 (0.2467) mask_dice 0.8367 (0.8471) mem 21940MB +[2025-12-25 11:05:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1000/1573] eta 0:04:07 lr 0.000002 time 0.4189 (0.4322) loss 1359.6744 (1311.0689) grad_norm 249.2948 (201.9661) embed_mse 1358.5977 (1309.9752) mask_bce 0.2302 (0.2466) mask_dice 0.8466 (0.8471) mem 21940MB +[2025-12-25 11:05:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1010/1573] eta 0:04:03 lr 0.000002 time 0.4178 (0.4321) loss 1302.6583 (1310.9651) grad_norm 165.1643 (201.6740) embed_mse 1301.5801 (1309.8714) mask_bce 0.2416 (0.2468) mask_dice 0.8366 (0.8470) mem 21940MB +[2025-12-25 11:05:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1020/1573] eta 0:03:58 lr 0.000002 time 0.4191 (0.4320) loss 1267.2467 (1310.7470) grad_norm 173.8838 (201.4552) embed_mse 1266.1874 (1309.6532) mask_bce 0.2401 (0.2468) mask_dice 0.8193 (0.8470) mem 21940MB +[2025-12-25 11:05:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1030/1573] eta 0:03:54 lr 0.000002 time 0.4187 (0.4319) loss 1265.1636 (1310.7784) grad_norm 190.3990 (201.3688) embed_mse 1264.0858 (1309.6847) mask_bce 0.2574 (0.2468) mask_dice 0.8204 (0.8469) mem 21940MB +[2025-12-25 11:05:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1040/1573] eta 0:03:50 lr 0.000002 time 0.4180 (0.4318) loss 1392.0492 (1310.7400) grad_norm 204.0143 (201.2376) embed_mse 1390.9600 (1309.6464) mask_bce 0.2361 (0.2467) mask_dice 0.8532 (0.8470) mem 21940MB +[2025-12-25 11:05:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1050/1573] eta 0:03:45 lr 0.000002 time 0.4176 (0.4316) loss 1329.9658 (1310.7504) grad_norm 211.1134 (201.3130) embed_mse 1328.8882 (1309.6568) mask_bce 0.2320 (0.2466) mask_dice 0.8456 (0.8470) mem 21940MB +[2025-12-25 11:06:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1060/1573] eta 0:03:41 lr 0.000002 time 0.4206 (0.4315) loss 1299.2235 (1310.8436) grad_norm 182.2143 (201.1683) embed_mse 1298.1296 (1309.7500) mask_bce 0.2547 (0.2465) mask_dice 0.8393 (0.8471) mem 21940MB +[2025-12-25 11:06:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1070/1573] eta 0:03:37 lr 0.000002 time 0.4178 (0.4315) loss 1288.6042 (1310.8780) grad_norm 238.5707 (201.4495) embed_mse 1287.4790 (1309.7846) mask_bce 0.2862 (0.2463) mask_dice 0.8391 (0.8471) mem 21940MB +[2025-12-25 11:06:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1080/1573] eta 0:03:32 lr 0.000002 time 0.4197 (0.4314) loss 1291.6956 (1311.0092) grad_norm 253.9131 (201.6757) embed_mse 1290.5780 (1309.9159) mask_bce 0.2944 (0.2462) mask_dice 0.8232 (0.8471) mem 21940MB +[2025-12-25 11:06:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1090/1573] eta 0:03:28 lr 0.000002 time 0.4226 (0.4313) loss 1321.7861 (1311.0535) grad_norm 178.5832 (201.5059) embed_mse 1320.6844 (1309.9603) mask_bce 0.2580 (0.2461) mask_dice 0.8438 (0.8472) mem 21940MB +[2025-12-25 11:06:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1100/1573] eta 0:03:23 lr 0.000002 time 0.4233 (0.4312) loss 1308.6389 (1311.1007) grad_norm 176.6096 (201.3242) embed_mse 1307.5587 (1310.0075) mask_bce 0.2037 (0.2460) mask_dice 0.8765 (0.8472) mem 21940MB +[2025-12-25 11:06:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1110/1573] eta 0:03:19 lr 0.000002 time 0.4207 (0.4312) loss 1330.9038 (1311.2002) grad_norm 172.4669 (201.1151) embed_mse 1329.8174 (1310.1070) mask_bce 0.2419 (0.2460) mask_dice 0.8446 (0.8472) mem 21940MB +[2025-12-25 11:06:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1120/1573] eta 0:03:15 lr 0.000002 time 0.4210 (0.4311) loss 1323.2849 (1311.1883) grad_norm 169.1074 (200.7507) embed_mse 1322.1985 (1310.0951) mask_bce 0.2464 (0.2460) mask_dice 0.8400 (0.8472) mem 21940MB +[2025-12-25 11:06:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1130/1573] eta 0:03:10 lr 0.000002 time 0.4229 (0.4310) loss 1287.4005 (1311.2036) grad_norm 196.3034 (200.7191) embed_mse 1286.2948 (1310.1104) mask_bce 0.2509 (0.2460) mask_dice 0.8548 (0.8472) mem 21940MB +[2025-12-25 11:06:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1140/1573] eta 0:03:06 lr 0.000002 time 0.4185 (0.4309) loss 1260.1278 (1311.2588) grad_norm 256.4000 (201.1112) embed_mse 1259.0394 (1310.1656) mask_bce 0.2326 (0.2460) mask_dice 0.8559 (0.8472) mem 21940MB +[2025-12-25 11:06:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1150/1573] eta 0:03:02 lr 0.000002 time 0.4168 (0.4308) loss 1257.6329 (1311.0721) grad_norm 236.9116 (201.3616) embed_mse 1256.5688 (1309.9789) mask_bce 0.2139 (0.2460) mask_dice 0.8502 (0.8472) mem 21940MB +[2025-12-25 11:06:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1160/1573] eta 0:02:57 lr 0.000002 time 0.4202 (0.4308) loss 1335.3153 (1310.9516) grad_norm 260.0117 (201.5534) embed_mse 1334.2349 (1309.8584) mask_bce 0.2291 (0.2460) mask_dice 0.8513 (0.8472) mem 21940MB +[2025-12-25 11:06:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1170/1573] eta 0:02:53 lr 0.000002 time 0.4346 (0.4308) loss 1346.1407 (1311.0716) grad_norm 234.2757 (201.7775) embed_mse 1345.0476 (1309.9785) mask_bce 0.2398 (0.2460) mask_dice 0.8534 (0.8472) mem 21940MB +[2025-12-25 11:06:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1180/1573] eta 0:02:49 lr 0.000002 time 0.4215 (0.4307) loss 1333.5955 (1311.0574) grad_norm 188.3161 (201.6859) embed_mse 1332.4862 (1309.9642) mask_bce 0.2777 (0.2460) mask_dice 0.8316 (0.8471) mem 21940MB +[2025-12-25 11:06:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1190/1573] eta 0:02:44 lr 0.000002 time 0.4319 (0.4308) loss 1296.9329 (1310.9756) grad_norm 157.6051 (201.3881) embed_mse 1295.8518 (1309.8825) mask_bce 0.2276 (0.2460) mask_dice 0.8534 (0.8472) mem 21940MB +[2025-12-25 11:07:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1200/1573] eta 0:02:40 lr 0.000002 time 0.4224 (0.4307) loss 1354.8976 (1310.9570) grad_norm 241.3825 (201.6487) embed_mse 1353.8223 (1309.8639) mask_bce 0.2340 (0.2460) mask_dice 0.8413 (0.8471) mem 21940MB +[2025-12-25 11:07:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1210/1573] eta 0:02:36 lr 0.000002 time 0.4201 (0.4307) loss 1362.3771 (1310.9921) grad_norm 165.0478 (201.4063) embed_mse 1361.2880 (1309.8991) mask_bce 0.2510 (0.2460) mask_dice 0.8381 (0.8471) mem 21940MB +[2025-12-25 11:07:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1220/1573] eta 0:02:32 lr 0.000002 time 0.4229 (0.4306) loss 1393.8245 (1310.9831) grad_norm 269.1660 (201.8521) embed_mse 1392.7386 (1309.8901) mask_bce 0.2593 (0.2460) mask_dice 0.8265 (0.8471) mem 21940MB +[2025-12-25 11:07:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1230/1573] eta 0:02:27 lr 0.000002 time 0.4234 (0.4305) loss 1270.0557 (1310.9194) grad_norm 183.8904 (201.7347) embed_mse 1268.9921 (1309.8264) mask_bce 0.2114 (0.2458) mask_dice 0.8522 (0.8471) mem 21940MB +[2025-12-25 11:07:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1240/1573] eta 0:02:23 lr 0.000002 time 0.4198 (0.4305) loss 1328.1106 (1310.9762) grad_norm 193.2615 (201.4274) embed_mse 1327.0541 (1309.8834) mask_bce 0.1942 (0.2456) mask_dice 0.8623 (0.8472) mem 21940MB +[2025-12-25 11:07:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1250/1573] eta 0:02:19 lr 0.000002 time 0.4188 (0.4304) loss 1358.6887 (1311.1477) grad_norm 251.4057 (201.7477) embed_mse 1357.5873 (1310.0549) mask_bce 0.2609 (0.2456) mask_dice 0.8405 (0.8472) mem 21940MB +[2025-12-25 11:07:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1260/1573] eta 0:02:14 lr 0.000002 time 0.4195 (0.4304) loss 1310.5907 (1311.1627) grad_norm 261.7560 (202.1300) embed_mse 1309.5056 (1310.0700) mask_bce 0.2470 (0.2456) mask_dice 0.8381 (0.8471) mem 21940MB +[2025-12-25 11:07:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1270/1573] eta 0:02:10 lr 0.000002 time 0.4254 (0.4303) loss 1311.0751 (1311.1042) grad_norm 238.6711 (202.3613) embed_mse 1309.9729 (1310.0115) mask_bce 0.2425 (0.2456) mask_dice 0.8596 (0.8471) mem 21940MB +[2025-12-25 11:07:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1280/1573] eta 0:02:06 lr 0.000002 time 0.4199 (0.4302) loss 1394.8132 (1311.3869) grad_norm 296.8120 (202.7459) embed_mse 1393.7343 (1310.2941) mask_bce 0.2349 (0.2457) mask_dice 0.8440 (0.8471) mem 21940MB +[2025-12-25 11:07:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1290/1573] eta 0:02:01 lr 0.000002 time 0.4190 (0.4302) loss 1301.2607 (1311.2950) grad_norm 158.5313 (202.4713) embed_mse 1300.1870 (1310.2023) mask_bce 0.2110 (0.2456) mask_dice 0.8627 (0.8471) mem 21940MB +[2025-12-25 11:07:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1300/1573] eta 0:01:57 lr 0.000002 time 0.4196 (0.4301) loss 1269.0249 (1311.2247) grad_norm 211.9855 (202.5300) embed_mse 1267.9253 (1310.1319) mask_bce 0.2271 (0.2457) mask_dice 0.8726 (0.8471) mem 21940MB +[2025-12-25 11:07:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1310/1573] eta 0:01:53 lr 0.000002 time 0.4196 (0.4300) loss 1281.4307 (1311.2417) grad_norm 185.3641 (202.4247) embed_mse 1280.3196 (1310.1490) mask_bce 0.2820 (0.2457) mask_dice 0.8291 (0.8470) mem 21940MB +[2025-12-25 11:07:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1320/1573] eta 0:01:48 lr 0.000002 time 0.4205 (0.4300) loss 1240.4799 (1311.2267) grad_norm 172.2959 (202.2493) embed_mse 1239.4303 (1310.1341) mask_bce 0.1857 (0.2456) mask_dice 0.8639 (0.8470) mem 21940MB +[2025-12-25 11:07:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1330/1573] eta 0:01:44 lr 0.000002 time 0.4255 (0.4299) loss 1292.0974 (1311.2168) grad_norm 263.2701 (202.6169) embed_mse 1291.0322 (1310.1243) mask_bce 0.2145 (0.2455) mask_dice 0.8506 (0.8470) mem 21940MB +[2025-12-25 11:08:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1340/1573] eta 0:01:40 lr 0.000002 time 0.4205 (0.4299) loss 1300.2823 (1311.2872) grad_norm 175.6741 (202.4556) embed_mse 1299.1835 (1310.1946) mask_bce 0.2545 (0.2456) mask_dice 0.8444 (0.8469) mem 21940MB +[2025-12-25 11:08:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1350/1573] eta 0:01:35 lr 0.000002 time 0.4218 (0.4299) loss 1370.6113 (1311.3351) grad_norm 205.7981 (202.4755) embed_mse 1369.5459 (1310.2424) mask_bce 0.2080 (0.2457) mask_dice 0.8574 (0.8469) mem 21940MB +[2025-12-25 11:08:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1360/1573] eta 0:01:31 lr 0.000002 time 0.4211 (0.4298) loss 1365.0128 (1311.1987) grad_norm 282.4624 (203.0975) embed_mse 1363.9254 (1310.1061) mask_bce 0.2281 (0.2456) mask_dice 0.8594 (0.8470) mem 21940MB +[2025-12-25 11:08:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1370/1573] eta 0:01:27 lr 0.000002 time 0.4175 (0.4297) loss 1423.9473 (1311.3829) grad_norm 183.4549 (202.9826) embed_mse 1422.8274 (1310.2901) mask_bce 0.2645 (0.2458) mask_dice 0.8554 (0.8469) mem 21940MB +[2025-12-25 11:08:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1380/1573] eta 0:01:22 lr 0.000002 time 0.4194 (0.4297) loss 1347.0863 (1311.4434) grad_norm 215.8821 (203.0576) embed_mse 1346.0107 (1310.3507) mask_bce 0.2313 (0.2459) mask_dice 0.8443 (0.8469) mem 21940MB +[2025-12-25 11:08:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1390/1573] eta 0:01:18 lr 0.000002 time 0.4209 (0.4296) loss 1274.8690 (1311.3442) grad_norm 162.0189 (202.8204) embed_mse 1273.7847 (1310.2514) mask_bce 0.2609 (0.2460) mask_dice 0.8234 (0.8468) mem 21940MB +[2025-12-25 11:08:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1400/1573] eta 0:01:14 lr 0.000002 time 0.4197 (0.4296) loss 1269.6895 (1311.2416) grad_norm 177.6469 (202.5810) embed_mse 1268.6086 (1310.1489) mask_bce 0.2325 (0.2459) mask_dice 0.8484 (0.8468) mem 21940MB +[2025-12-25 11:08:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1410/1573] eta 0:01:10 lr 0.000002 time 0.4215 (0.4296) loss 1278.3866 (1311.2003) grad_norm 219.9616 (202.6798) embed_mse 1277.2766 (1310.1075) mask_bce 0.2885 (0.2459) mask_dice 0.8214 (0.8468) mem 21940MB +[2025-12-25 11:08:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1420/1573] eta 0:01:05 lr 0.000002 time 0.4211 (0.4295) loss 1309.5304 (1311.2306) grad_norm 212.4990 (202.7353) embed_mse 1308.4325 (1310.1379) mask_bce 0.2294 (0.2459) mask_dice 0.8686 (0.8468) mem 21940MB +[2025-12-25 11:08:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1430/1573] eta 0:01:01 lr 0.000002 time 0.4211 (0.4295) loss 1347.1180 (1311.2308) grad_norm 197.5061 (202.7059) embed_mse 1346.0216 (1310.1381) mask_bce 0.2577 (0.2460) mask_dice 0.8387 (0.8468) mem 21940MB +[2025-12-25 11:08:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1440/1573] eta 0:00:57 lr 0.000002 time 0.4206 (0.4294) loss 1328.1194 (1311.2385) grad_norm 167.7356 (202.3484) embed_mse 1326.9810 (1310.1458) mask_bce 0.2900 (0.2460) mask_dice 0.8484 (0.8468) mem 21940MB +[2025-12-25 11:08:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1450/1573] eta 0:00:52 lr 0.000002 time 0.4197 (0.4294) loss 1320.4160 (1311.3106) grad_norm 156.6411 (202.0959) embed_mse 1319.2854 (1310.2179) mask_bce 0.2926 (0.2461) mask_dice 0.8381 (0.8467) mem 21940MB +[2025-12-25 11:08:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1460/1573] eta 0:00:48 lr 0.000002 time 0.4238 (0.4293) loss 1347.6248 (1311.2656) grad_norm 207.4386 (202.1253) embed_mse 1346.4993 (1310.1728) mask_bce 0.2802 (0.2461) mask_dice 0.8452 (0.8467) mem 21940MB +[2025-12-25 11:08:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1470/1573] eta 0:00:44 lr 0.000002 time 0.4189 (0.4294) loss 1277.7952 (1311.2224) grad_norm 141.6188 (201.7946) embed_mse 1276.6945 (1310.1296) mask_bce 0.2634 (0.2461) mask_dice 0.8373 (0.8467) mem 21940MB +[2025-12-25 11:09:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1480/1573] eta 0:00:39 lr 0.000002 time 0.4218 (0.4294) loss 1375.3667 (1311.3586) grad_norm 179.5900 (201.4253) embed_mse 1374.2899 (1310.2658) mask_bce 0.2221 (0.2460) mask_dice 0.8547 (0.8467) mem 21940MB +[2025-12-25 11:09:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1490/1573] eta 0:00:35 lr 0.000002 time 0.4237 (0.4293) loss 1382.2465 (1311.2409) grad_norm 282.2026 (201.8596) embed_mse 1381.1528 (1310.1481) mask_bce 0.2291 (0.2460) mask_dice 0.8644 (0.8467) mem 21940MB +[2025-12-25 11:09:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1500/1573] eta 0:00:31 lr 0.000002 time 0.4220 (0.4293) loss 1352.8374 (1311.3279) grad_norm 147.1908 (201.5673) embed_mse 1351.7772 (1310.2352) mask_bce 0.1956 (0.2459) mask_dice 0.8645 (0.8468) mem 21940MB +[2025-12-25 11:09:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1510/1573] eta 0:00:27 lr 0.000002 time 0.4207 (0.4292) loss 1247.4658 (1311.4150) grad_norm 186.0642 (201.4848) embed_mse 1246.3258 (1310.3222) mask_bce 0.2875 (0.2460) mask_dice 0.8526 (0.8468) mem 21940MB +[2025-12-25 11:09:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1520/1573] eta 0:00:22 lr 0.000002 time 0.4209 (0.4292) loss 1300.6860 (1311.4498) grad_norm 193.5620 (201.3430) embed_mse 1299.6149 (1310.3571) mask_bce 0.2322 (0.2459) mask_dice 0.8389 (0.8468) mem 21940MB +[2025-12-25 11:09:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1530/1573] eta 0:00:18 lr 0.000002 time 0.4228 (0.4292) loss 1309.4966 (1311.4734) grad_norm 263.4789 (201.6684) embed_mse 1308.4243 (1310.3807) mask_bce 0.2323 (0.2459) mask_dice 0.8400 (0.8468) mem 21940MB +[2025-12-25 11:09:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1540/1573] eta 0:00:14 lr 0.000002 time 0.4255 (0.4291) loss 1418.4048 (1311.6128) grad_norm 167.6604 (201.4912) embed_mse 1417.3298 (1310.5201) mask_bce 0.2081 (0.2459) mask_dice 0.8669 (0.8469) mem 21940MB +[2025-12-25 11:09:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1550/1573] eta 0:00:09 lr 0.000002 time 0.4210 (0.4291) loss 1301.7396 (1311.5184) grad_norm 166.1730 (201.3082) embed_mse 1300.6477 (1310.4257) mask_bce 0.2411 (0.2458) mask_dice 0.8509 (0.8469) mem 21940MB +[2025-12-25 11:09:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1560/1573] eta 0:00:05 lr 0.000001 time 0.4154 (0.4291) loss 1263.6909 (1311.4231) grad_norm 238.5390 (201.4066) embed_mse 1262.6157 (1310.3304) mask_bce 0.2411 (0.2459) mask_dice 0.8341 (0.8468) mem 21940MB +[2025-12-25 11:09:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1570/1573] eta 0:00:01 lr 0.000001 time 0.4172 (0.4290) loss 1331.0961 (1311.4147) grad_norm 159.8149 (201.1944) embed_mse 1330.0045 (1310.3217) mask_bce 0.2528 (0.2461) mask_dice 0.8388 (0.8468) mem 21940MB +[2025-12-25 11:09:41 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 27 training takes 0:11:15 +[2025-12-25 11:09:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][0/1573] eta 1:44:39 lr 0.000001 time 3.9920 (3.9920) loss 1306.7273 (1306.7273) grad_norm 0.0000 (0.0000) embed_mse 1305.6158 (1305.6158) mask_bce 0.2754 (0.2754) mask_dice 0.8361 (0.8361) mem 21940MB +[2025-12-25 11:09:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][10/1573] eta 0:19:55 lr 0.000001 time 0.4264 (0.7651) loss 1288.2466 (1304.5945) grad_norm 199.4533 (199.4533) embed_mse 1287.1301 (1303.4919) mask_bce 0.2937 (0.2666) mask_dice 0.8228 (0.8361) mem 21940MB +[2025-12-25 11:09:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][20/1573] eta 0:15:42 lr 0.000001 time 0.4266 (0.6071) loss 1385.6656 (1301.5082) grad_norm 197.6466 (198.5500) embed_mse 1384.5896 (1300.4105) mask_bce 0.2261 (0.2578) mask_dice 0.8500 (0.8399) mem 21940MB +[2025-12-25 11:09:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][30/1573] eta 0:14:07 lr 0.000001 time 0.4254 (0.5494) loss 1341.3530 (1307.1368) grad_norm 165.5262 (187.5421) embed_mse 1340.2529 (1306.0423) mask_bce 0.2583 (0.2503) mask_dice 0.8418 (0.8442) mem 21940MB +[2025-12-25 11:10:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][40/1573] eta 0:13:17 lr 0.000001 time 0.4329 (0.5205) loss 1276.8773 (1305.5048) grad_norm 228.9586 (192.4349) embed_mse 1275.8082 (1304.4152) mask_bce 0.2349 (0.2442) mask_dice 0.8343 (0.8454) mem 21940MB +[2025-12-25 11:10:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][50/1573] eta 0:12:45 lr 0.000001 time 0.4244 (0.5025) loss 1309.6691 (1311.9777) grad_norm 203.4719 (194.2744) embed_mse 1308.5693 (1310.8844) mask_bce 0.2603 (0.2474) mask_dice 0.8394 (0.8459) mem 21940MB +[2025-12-25 11:10:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][60/1573] eta 0:12:22 lr 0.000001 time 0.4279 (0.4905) loss 1331.2439 (1315.8162) grad_norm 156.0532 (188.8143) embed_mse 1330.1600 (1314.7226) mask_bce 0.2246 (0.2472) mask_dice 0.8592 (0.8465) mem 21940MB +[2025-12-25 11:10:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][70/1573] eta 0:12:04 lr 0.000001 time 0.4239 (0.4817) loss 1319.1267 (1313.2271) grad_norm 316.4678 (204.7709) embed_mse 1318.0668 (1312.1351) mask_bce 0.2006 (0.2452) mask_dice 0.8594 (0.8469) mem 21940MB +[2025-12-25 11:10:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][80/1573] eta 0:11:50 lr 0.000001 time 0.4254 (0.4756) loss 1375.5547 (1314.3224) grad_norm 282.9044 (214.5277) embed_mse 1374.4570 (1313.2298) mask_bce 0.2470 (0.2450) mask_dice 0.8506 (0.8476) mem 21940MB +[2025-12-25 11:10:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][90/1573] eta 0:11:37 lr 0.000001 time 0.4251 (0.4703) loss 1310.2631 (1314.0653) grad_norm 200.2822 (213.2327) embed_mse 1309.1729 (1312.9731) mask_bce 0.2380 (0.2450) mask_dice 0.8522 (0.8473) mem 21940MB +[2025-12-25 11:10:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][100/1573] eta 0:11:26 lr 0.000001 time 0.4395 (0.4664) loss 1278.8046 (1314.2897) grad_norm 209.4153 (212.9146) embed_mse 1277.7075 (1313.1971) mask_bce 0.2434 (0.2450) mask_dice 0.8537 (0.8476) mem 21940MB +[2025-12-25 11:10:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][110/1573] eta 0:11:17 lr 0.000001 time 0.4295 (0.4633) loss 1332.5791 (1314.9307) grad_norm 219.2470 (213.4017) embed_mse 1331.4720 (1313.8368) mask_bce 0.2654 (0.2460) mask_dice 0.8417 (0.8478) mem 21940MB +[2025-12-25 11:10:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][120/1573] eta 0:11:09 lr 0.000001 time 0.4317 (0.4605) loss 1356.5742 (1316.3065) grad_norm 232.4246 (212.0401) embed_mse 1355.5189 (1315.2129) mask_bce 0.1643 (0.2458) mask_dice 0.8910 (0.8478) mem 21940MB +[2025-12-25 11:10:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][130/1573] eta 0:11:01 lr 0.000001 time 0.4282 (0.4582) loss 1388.0591 (1315.8895) grad_norm 145.8987 (207.9063) embed_mse 1386.9451 (1314.7965) mask_bce 0.2640 (0.2451) mask_dice 0.8500 (0.8479) mem 21940MB +[2025-12-25 11:10:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][140/1573] eta 0:10:53 lr 0.000001 time 0.4308 (0.4561) loss 1356.8479 (1316.8699) grad_norm 247.9581 (210.2623) embed_mse 1355.7573 (1315.7756) mask_bce 0.2278 (0.2460) mask_dice 0.8628 (0.8483) mem 21940MB +[2025-12-25 11:10:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][150/1573] eta 0:10:46 lr 0.000001 time 0.4288 (0.4544) loss 1333.6874 (1316.4147) grad_norm 156.1108 (207.2539) embed_mse 1332.5978 (1315.3206) mask_bce 0.2115 (0.2458) mask_dice 0.8781 (0.8483) mem 21940MB +[2025-12-25 11:10:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][160/1573] eta 0:10:39 lr 0.000001 time 0.4215 (0.4524) loss 1222.4299 (1315.4172) grad_norm 186.6104 (203.3974) embed_mse 1221.3595 (1314.3236) mask_bce 0.2151 (0.2456) mask_dice 0.8554 (0.8481) mem 21940MB +[2025-12-25 11:10:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][170/1573] eta 0:10:32 lr 0.000001 time 0.4227 (0.4507) loss 1269.9583 (1315.9116) grad_norm 142.7169 (200.5079) embed_mse 1268.8843 (1314.8180) mask_bce 0.2256 (0.2455) mask_dice 0.8484 (0.8482) mem 21940MB +[2025-12-25 11:11:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][180/1573] eta 0:10:25 lr 0.000001 time 0.4263 (0.4492) loss 1343.4675 (1316.0066) grad_norm 276.1976 (203.9483) embed_mse 1342.3531 (1314.9124) mask_bce 0.2591 (0.2462) mask_dice 0.8554 (0.8481) mem 21940MB +[2025-12-25 11:11:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][190/1573] eta 0:10:19 lr 0.000001 time 0.4173 (0.4477) loss 1317.6532 (1316.2586) grad_norm 163.9724 (202.2102) embed_mse 1316.5665 (1315.1646) mask_bce 0.2397 (0.2462) mask_dice 0.8469 (0.8478) mem 21940MB +[2025-12-25 11:11:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][200/1573] eta 0:10:12 lr 0.000001 time 0.4234 (0.4465) loss 1255.6139 (1314.7553) grad_norm 165.3030 (199.6209) embed_mse 1254.5764 (1313.6620) mask_bce 0.1955 (0.2457) mask_dice 0.8419 (0.8475) mem 21940MB +[2025-12-25 11:11:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][210/1573] eta 0:10:07 lr 0.000001 time 0.4286 (0.4456) loss 1227.1968 (1314.2038) grad_norm 164.0080 (198.2512) embed_mse 1226.0768 (1313.1093) mask_bce 0.3000 (0.2470) mask_dice 0.8201 (0.8475) mem 21940MB +[2025-12-25 11:11:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][220/1573] eta 0:10:01 lr 0.000001 time 0.4198 (0.4446) loss 1316.6919 (1314.6298) grad_norm 232.8988 (199.5345) embed_mse 1315.6216 (1313.5354) mask_bce 0.2152 (0.2464) mask_dice 0.8551 (0.8480) mem 21940MB +[2025-12-25 11:11:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][230/1573] eta 0:09:55 lr 0.000001 time 0.4198 (0.4436) loss 1302.2520 (1314.4924) grad_norm 140.3511 (197.4208) embed_mse 1301.1934 (1313.3978) mask_bce 0.2183 (0.2463) mask_dice 0.8402 (0.8483) mem 21940MB +[2025-12-25 11:11:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][240/1573] eta 0:09:50 lr 0.000001 time 0.4194 (0.4428) loss 1356.7736 (1314.7814) grad_norm 207.8841 (198.3093) embed_mse 1355.6187 (1313.6868) mask_bce 0.2961 (0.2463) mask_dice 0.8588 (0.8482) mem 21940MB +[2025-12-25 11:11:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][250/1573] eta 0:09:44 lr 0.000001 time 0.4269 (0.4419) loss 1287.5842 (1314.0782) grad_norm 141.2336 (196.4681) embed_mse 1286.4590 (1312.9829) mask_bce 0.3175 (0.2470) mask_dice 0.8078 (0.8482) mem 21940MB +[2025-12-25 11:11:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][260/1573] eta 0:09:39 lr 0.000001 time 0.4283 (0.4412) loss 1399.1830 (1314.4660) grad_norm 217.8087 (197.1350) embed_mse 1398.1024 (1313.3710) mask_bce 0.2334 (0.2468) mask_dice 0.8472 (0.8482) mem 21940MB +[2025-12-25 11:11:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][270/1573] eta 0:09:34 lr 0.000001 time 0.4227 (0.4406) loss 1280.7137 (1314.5624) grad_norm 246.7009 (198.6370) embed_mse 1279.6688 (1313.4679) mask_bce 0.2002 (0.2464) mask_dice 0.8447 (0.8481) mem 21940MB +[2025-12-25 11:11:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][280/1573] eta 0:09:28 lr 0.000001 time 0.4213 (0.4399) loss 1244.7157 (1313.7029) grad_norm 229.1874 (199.6864) embed_mse 1243.6366 (1312.6085) mask_bce 0.2275 (0.2463) mask_dice 0.8516 (0.8481) mem 21940MB +[2025-12-25 11:11:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][290/1573] eta 0:09:23 lr 0.000001 time 0.4189 (0.4393) loss 1289.8630 (1313.8063) grad_norm 164.7579 (198.7162) embed_mse 1288.7930 (1312.7113) mask_bce 0.2343 (0.2472) mask_dice 0.8357 (0.8478) mem 21940MB +[2025-12-25 11:11:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][300/1573] eta 0:09:18 lr 0.000001 time 0.4191 (0.4387) loss 1312.8020 (1314.1625) grad_norm 171.7584 (197.9876) embed_mse 1311.7095 (1313.0678) mask_bce 0.2368 (0.2470) mask_dice 0.8557 (0.8477) mem 21940MB +[2025-12-25 11:11:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][310/1573] eta 0:09:13 lr 0.000001 time 0.4182 (0.4381) loss 1314.9979 (1314.4400) grad_norm 192.0435 (197.8312) embed_mse 1313.8917 (1313.3452) mask_bce 0.2719 (0.2473) mask_dice 0.8343 (0.8475) mem 21940MB +[2025-12-25 11:12:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][320/1573] eta 0:09:08 lr 0.000001 time 0.4223 (0.4376) loss 1315.6042 (1314.6127) grad_norm 249.2126 (199.1018) embed_mse 1314.5002 (1313.5176) mask_bce 0.2575 (0.2474) mask_dice 0.8464 (0.8476) mem 21940MB +[2025-12-25 11:12:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][330/1573] eta 0:09:03 lr 0.000001 time 0.4195 (0.4371) loss 1341.1648 (1314.8526) grad_norm 186.3129 (198.7899) embed_mse 1340.0786 (1313.7577) mask_bce 0.2438 (0.2472) mask_dice 0.8424 (0.8477) mem 21940MB +[2025-12-25 11:12:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][340/1573] eta 0:08:58 lr 0.000001 time 0.4207 (0.4366) loss 1271.3359 (1315.1139) grad_norm 179.9210 (198.3406) embed_mse 1270.2538 (1314.0192) mask_bce 0.2179 (0.2469) mask_dice 0.8643 (0.8477) mem 21940MB +[2025-12-25 11:12:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][350/1573] eta 0:08:53 lr 0.000001 time 0.4163 (0.4362) loss 1307.0046 (1315.0674) grad_norm 300.4811 (200.7160) embed_mse 1305.8912 (1313.9730) mask_bce 0.2861 (0.2466) mask_dice 0.8274 (0.8477) mem 21940MB +[2025-12-25 11:12:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][360/1573] eta 0:08:48 lr 0.000001 time 0.4251 (0.4358) loss 1328.7344 (1315.0611) grad_norm 176.4505 (199.8244) embed_mse 1327.6531 (1313.9670) mask_bce 0.2363 (0.2464) mask_dice 0.8450 (0.8477) mem 21940MB +[2025-12-25 11:12:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][370/1573] eta 0:08:43 lr 0.000001 time 0.4470 (0.4355) loss 1250.8019 (1314.7899) grad_norm 224.1153 (200.3525) embed_mse 1249.7355 (1313.6960) mask_bce 0.2281 (0.2462) mask_dice 0.8383 (0.8477) mem 21940MB +[2025-12-25 11:12:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][380/1573] eta 0:08:39 lr 0.000001 time 0.4184 (0.4351) loss 1260.5396 (1314.8377) grad_norm 187.3808 (200.0765) embed_mse 1259.4280 (1313.7437) mask_bce 0.2584 (0.2465) mask_dice 0.8533 (0.8475) mem 21940MB +[2025-12-25 11:12:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][390/1573] eta 0:08:34 lr 0.000001 time 0.4187 (0.4349) loss 1327.8578 (1314.4871) grad_norm 194.5126 (199.9606) embed_mse 1326.7795 (1313.3933) mask_bce 0.2278 (0.2464) mask_dice 0.8505 (0.8474) mem 21940MB +[2025-12-25 11:12:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][400/1573] eta 0:08:29 lr 0.000001 time 0.4192 (0.4346) loss 1241.0526 (1313.8012) grad_norm 237.3133 (199.8966) embed_mse 1239.9618 (1312.7076) mask_bce 0.2047 (0.2461) mask_dice 0.8861 (0.8475) mem 21940MB +[2025-12-25 11:12:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][410/1573] eta 0:08:25 lr 0.000001 time 0.4216 (0.4343) loss 1339.6652 (1314.0096) grad_norm 168.7359 (199.2856) embed_mse 1338.5796 (1312.9161) mask_bce 0.2284 (0.2462) mask_dice 0.8571 (0.8473) mem 21940MB +[2025-12-25 11:12:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][420/1573] eta 0:08:20 lr 0.000001 time 0.4192 (0.4340) loss 1278.1753 (1313.9733) grad_norm 274.3699 (200.7295) embed_mse 1277.1045 (1312.8800) mask_bce 0.2256 (0.2462) mask_dice 0.8452 (0.8471) mem 21940MB +[2025-12-25 11:12:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][430/1573] eta 0:08:15 lr 0.000001 time 0.4211 (0.4339) loss 1297.5697 (1313.9495) grad_norm 213.1916 (200.9646) embed_mse 1296.4906 (1312.8564) mask_bce 0.2473 (0.2459) mask_dice 0.8318 (0.8472) mem 21940MB +[2025-12-25 11:12:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][440/1573] eta 0:08:11 lr 0.000001 time 0.4210 (0.4339) loss 1340.6172 (1313.6744) grad_norm 191.1389 (200.0570) embed_mse 1339.3600 (1312.5810) mask_bce 0.3836 (0.2461) mask_dice 0.8736 (0.8472) mem 21940MB +[2025-12-25 11:12:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][450/1573] eta 0:08:06 lr 0.000001 time 0.4203 (0.4336) loss 1271.2059 (1313.6170) grad_norm 305.7733 (201.9448) embed_mse 1270.1465 (1312.5235) mask_bce 0.1927 (0.2462) mask_dice 0.8669 (0.8473) mem 21940MB +[2025-12-25 11:13:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][460/1573] eta 0:08:02 lr 0.000001 time 0.4215 (0.4334) loss 1296.9697 (1313.3262) grad_norm 185.6462 (201.6589) embed_mse 1295.8823 (1312.2328) mask_bce 0.2564 (0.2462) mask_dice 0.8310 (0.8472) mem 21940MB +[2025-12-25 11:13:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][470/1573] eta 0:07:57 lr 0.000001 time 0.4209 (0.4331) loss 1298.5011 (1313.4664) grad_norm 169.4550 (201.1036) embed_mse 1297.3998 (1312.3727) mask_bce 0.2632 (0.2463) mask_dice 0.8381 (0.8473) mem 21940MB +[2025-12-25 11:13:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][480/1573] eta 0:07:53 lr 0.000001 time 0.4226 (0.4330) loss 1277.3771 (1313.3032) grad_norm 234.5701 (201.5626) embed_mse 1276.2864 (1312.2096) mask_bce 0.2492 (0.2465) mask_dice 0.8415 (0.8471) mem 21940MB +[2025-12-25 11:13:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][490/1573] eta 0:07:48 lr 0.000001 time 0.4237 (0.4328) loss 1281.3331 (1312.9077) grad_norm 195.8631 (201.4692) embed_mse 1280.2235 (1311.8139) mask_bce 0.2687 (0.2467) mask_dice 0.8410 (0.8471) mem 21940MB +[2025-12-25 11:13:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][500/1573] eta 0:07:44 lr 0.000001 time 0.4246 (0.4326) loss 1311.6462 (1312.3371) grad_norm 151.1143 (200.6570) embed_mse 1310.5433 (1311.2434) mask_bce 0.2633 (0.2465) mask_dice 0.8396 (0.8472) mem 21940MB +[2025-12-25 11:13:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][510/1573] eta 0:07:39 lr 0.000001 time 0.4279 (0.4325) loss 1302.1826 (1312.3960) grad_norm 194.8389 (200.5647) embed_mse 1300.9934 (1311.3023) mask_bce 0.3137 (0.2464) mask_dice 0.8755 (0.8473) mem 21940MB +[2025-12-25 11:13:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][520/1573] eta 0:07:35 lr 0.000001 time 0.4228 (0.4324) loss 1379.7603 (1312.6377) grad_norm 429.1346 (204.0491) embed_mse 1378.6940 (1311.5439) mask_bce 0.2017 (0.2465) mask_dice 0.8647 (0.8473) mem 21940MB +[2025-12-25 11:13:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][530/1573] eta 0:07:30 lr 0.000001 time 0.4233 (0.4323) loss 1216.0391 (1312.0632) grad_norm 190.0238 (203.8366) embed_mse 1214.8619 (1310.9694) mask_bce 0.3516 (0.2465) mask_dice 0.8255 (0.8473) mem 21940MB +[2025-12-25 11:13:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][540/1573] eta 0:07:26 lr 0.000001 time 0.4268 (0.4321) loss 1318.0527 (1311.9871) grad_norm 184.1485 (203.5427) embed_mse 1316.9661 (1310.8931) mask_bce 0.2462 (0.2467) mask_dice 0.8404 (0.8473) mem 21940MB +[2025-12-25 11:13:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][550/1573] eta 0:07:21 lr 0.000001 time 0.4576 (0.4320) loss 1336.5425 (1312.0594) grad_norm 293.9243 (204.8719) embed_mse 1335.4653 (1310.9652) mask_bce 0.2356 (0.2468) mask_dice 0.8415 (0.8474) mem 21940MB +[2025-12-25 11:13:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][560/1573] eta 0:07:17 lr 0.000001 time 0.4250 (0.4319) loss 1378.8522 (1312.3958) grad_norm 205.8436 (207.5116) embed_mse 1377.7722 (1311.3018) mask_bce 0.2091 (0.2466) mask_dice 0.8708 (0.8473) mem 21940MB +[2025-12-25 11:13:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][570/1573] eta 0:07:13 lr 0.000001 time 0.4270 (0.4318) loss 1280.5081 (1312.4943) grad_norm 149.9301 (206.7006) embed_mse 1279.4160 (1311.4004) mask_bce 0.2514 (0.2467) mask_dice 0.8406 (0.8472) mem 21940MB +[2025-12-25 11:13:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][580/1573] eta 0:07:08 lr 0.000001 time 0.4235 (0.4317) loss 1381.4656 (1312.5297) grad_norm 139.7932 (205.7713) embed_mse 1380.3680 (1311.4357) mask_bce 0.2386 (0.2467) mask_dice 0.8589 (0.8472) mem 21940MB +[2025-12-25 11:13:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][590/1573] eta 0:07:04 lr 0.000001 time 0.4258 (0.4315) loss 1305.6556 (1312.2429) grad_norm 261.2256 (206.5309) embed_mse 1304.5276 (1311.1490) mask_bce 0.2956 (0.2467) mask_dice 0.8323 (0.8472) mem 21940MB +[2025-12-25 11:14:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][600/1573] eta 0:06:59 lr 0.000001 time 0.4290 (0.4315) loss 1258.8755 (1311.7479) grad_norm 235.2720 (206.6570) embed_mse 1257.7747 (1310.6541) mask_bce 0.2813 (0.2468) mask_dice 0.8196 (0.8471) mem 21940MB +[2025-12-25 11:14:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][610/1573] eta 0:06:55 lr 0.000001 time 0.4214 (0.4313) loss 1339.6858 (1311.9805) grad_norm 289.5976 (207.7483) embed_mse 1338.6163 (1310.8868) mask_bce 0.1973 (0.2466) mask_dice 0.8721 (0.8471) mem 21940MB +[2025-12-25 11:14:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][620/1573] eta 0:06:50 lr 0.000001 time 0.4340 (0.4312) loss 1280.7371 (1311.7978) grad_norm 194.2332 (207.5728) embed_mse 1279.6475 (1310.7041) mask_bce 0.2681 (0.2466) mask_dice 0.8215 (0.8472) mem 21940MB +[2025-12-25 11:14:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][630/1573] eta 0:06:46 lr 0.000001 time 0.4318 (0.4312) loss 1316.8336 (1311.6690) grad_norm 192.8234 (207.3837) embed_mse 1315.6769 (1310.5753) mask_bce 0.2966 (0.2465) mask_dice 0.8601 (0.8471) mem 21940MB +[2025-12-25 11:14:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][640/1573] eta 0:06:42 lr 0.000001 time 0.4299 (0.4312) loss 1345.6880 (1311.8575) grad_norm 227.9533 (207.9433) embed_mse 1344.5945 (1310.7637) mask_bce 0.2561 (0.2468) mask_dice 0.8374 (0.8471) mem 21940MB +[2025-12-25 11:14:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][650/1573] eta 0:06:37 lr 0.000001 time 0.4222 (0.4311) loss 1373.5674 (1312.0948) grad_norm 245.7884 (208.4106) embed_mse 1372.4640 (1311.0010) mask_bce 0.2622 (0.2467) mask_dice 0.8411 (0.8471) mem 21940MB +[2025-12-25 11:14:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][660/1573] eta 0:06:33 lr 0.000001 time 0.4241 (0.4310) loss 1299.9762 (1312.1413) grad_norm 172.2206 (207.9692) embed_mse 1298.8993 (1311.0476) mask_bce 0.2159 (0.2466) mask_dice 0.8609 (0.8471) mem 21940MB +[2025-12-25 11:14:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][670/1573] eta 0:06:29 lr 0.000001 time 0.4282 (0.4310) loss 1284.2009 (1312.2978) grad_norm 256.7809 (208.5573) embed_mse 1283.1027 (1311.2040) mask_bce 0.2613 (0.2467) mask_dice 0.8369 (0.8471) mem 21940MB +[2025-12-25 11:14:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][680/1573] eta 0:06:24 lr 0.000001 time 0.4244 (0.4309) loss 1269.0524 (1312.4807) grad_norm 140.8776 (209.2290) embed_mse 1267.9803 (1311.3871) mask_bce 0.2370 (0.2465) mask_dice 0.8349 (0.8471) mem 21940MB +[2025-12-25 11:14:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][690/1573] eta 0:06:20 lr 0.000001 time 0.4218 (0.4308) loss 1321.7463 (1312.5571) grad_norm 239.2867 (209.5786) embed_mse 1320.6499 (1311.4634) mask_bce 0.2322 (0.2466) mask_dice 0.8643 (0.8470) mem 21940MB +[2025-12-25 11:14:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][700/1573] eta 0:06:16 lr 0.000001 time 0.4251 (0.4307) loss 1354.9646 (1312.8272) grad_norm 217.0146 (209.6640) embed_mse 1353.8602 (1311.7335) mask_bce 0.2452 (0.2467) mask_dice 0.8593 (0.8470) mem 21940MB +[2025-12-25 11:14:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][710/1573] eta 0:06:11 lr 0.000001 time 0.4210 (0.4306) loss 1302.9062 (1312.8635) grad_norm 279.6220 (210.4590) embed_mse 1301.7844 (1311.7698) mask_bce 0.3110 (0.2468) mask_dice 0.8108 (0.8469) mem 21940MB +[2025-12-25 11:14:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][720/1573] eta 0:06:07 lr 0.000001 time 0.4202 (0.4305) loss 1296.1927 (1312.8397) grad_norm 198.7271 (210.2416) embed_mse 1295.1172 (1311.7461) mask_bce 0.2351 (0.2467) mask_dice 0.8405 (0.8469) mem 21940MB +[2025-12-25 11:14:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][730/1573] eta 0:06:02 lr 0.000001 time 0.4204 (0.4304) loss 1275.0708 (1312.6219) grad_norm 149.0190 (209.5688) embed_mse 1273.9747 (1311.5283) mask_bce 0.2491 (0.2466) mask_dice 0.8471 (0.8470) mem 21940MB +[2025-12-25 11:15:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][740/1573] eta 0:05:58 lr 0.000001 time 0.4198 (0.4303) loss 1320.2782 (1312.6825) grad_norm 157.6977 (209.0050) embed_mse 1319.2318 (1311.5890) mask_bce 0.1920 (0.2464) mask_dice 0.8545 (0.8471) mem 21940MB +[2025-12-25 11:15:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][750/1573] eta 0:05:54 lr 0.000001 time 0.4252 (0.4302) loss 1406.1178 (1312.9703) grad_norm 217.3297 (209.0945) embed_mse 1405.0526 (1311.8770) mask_bce 0.2078 (0.2462) mask_dice 0.8574 (0.8471) mem 21940MB +[2025-12-25 11:15:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][760/1573] eta 0:05:49 lr 0.000001 time 0.4218 (0.4302) loss 1306.5509 (1313.1173) grad_norm 255.9417 (209.1423) embed_mse 1305.4133 (1312.0237) mask_bce 0.2856 (0.2465) mask_dice 0.8519 (0.8471) mem 21940MB +[2025-12-25 11:15:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][770/1573] eta 0:05:45 lr 0.000001 time 0.4261 (0.4301) loss 1255.6469 (1313.0876) grad_norm 235.6619 (209.4185) embed_mse 1254.5703 (1311.9942) mask_bce 0.2182 (0.2463) mask_dice 0.8584 (0.8471) mem 21940MB +[2025-12-25 11:15:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][780/1573] eta 0:05:41 lr 0.000001 time 0.4269 (0.4300) loss 1295.7465 (1313.2738) grad_norm 212.7932 (209.4533) embed_mse 1294.6810 (1312.1802) mask_bce 0.2066 (0.2465) mask_dice 0.8589 (0.8471) mem 21940MB +[2025-12-25 11:15:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][790/1573] eta 0:05:36 lr 0.000001 time 0.4222 (0.4300) loss 1337.7119 (1313.2685) grad_norm 168.6638 (209.0371) embed_mse 1336.6307 (1312.1749) mask_bce 0.2086 (0.2465) mask_dice 0.8726 (0.8470) mem 21940MB +[2025-12-25 11:15:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][800/1573] eta 0:05:32 lr 0.000001 time 0.4207 (0.4299) loss 1364.7480 (1313.4515) grad_norm 159.3877 (208.4564) embed_mse 1363.5441 (1312.3577) mask_bce 0.3666 (0.2468) mask_dice 0.8374 (0.8470) mem 21940MB +[2025-12-25 11:15:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][810/1573] eta 0:05:27 lr 0.000001 time 0.4336 (0.4298) loss 1277.0377 (1313.1287) grad_norm 251.0578 (208.8782) embed_mse 1275.9517 (1312.0347) mask_bce 0.2368 (0.2469) mask_dice 0.8492 (0.8471) mem 21940MB +[2025-12-25 11:15:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][820/1573] eta 0:05:23 lr 0.000001 time 0.4219 (0.4298) loss 1347.5906 (1312.9552) grad_norm 213.9593 (208.9280) embed_mse 1346.4797 (1311.8613) mask_bce 0.2707 (0.2469) mask_dice 0.8401 (0.8471) mem 21940MB +[2025-12-25 11:15:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][830/1573] eta 0:05:19 lr 0.000001 time 0.4191 (0.4297) loss 1321.9316 (1312.7742) grad_norm 140.1033 (208.2598) embed_mse 1320.8093 (1311.6803) mask_bce 0.2523 (0.2468) mask_dice 0.8700 (0.8471) mem 21940MB +[2025-12-25 11:15:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][840/1573] eta 0:05:14 lr 0.000001 time 0.4241 (0.4297) loss 1288.3754 (1312.5651) grad_norm 295.6805 (208.5255) embed_mse 1287.2903 (1311.4713) mask_bce 0.2545 (0.2467) mask_dice 0.8306 (0.8471) mem 21940MB +[2025-12-25 11:15:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][850/1573] eta 0:05:10 lr 0.000001 time 0.4251 (0.4296) loss 1338.9490 (1312.7144) grad_norm 176.5350 (208.2237) embed_mse 1337.8529 (1311.6205) mask_bce 0.2461 (0.2467) mask_dice 0.8500 (0.8471) mem 21940MB +[2025-12-25 11:15:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][860/1573] eta 0:05:06 lr 0.000001 time 0.4266 (0.4296) loss 1229.4910 (1312.8119) grad_norm 157.5579 (207.7502) embed_mse 1228.4366 (1311.7183) mask_bce 0.2174 (0.2466) mask_dice 0.8369 (0.8471) mem 21940MB +[2025-12-25 11:15:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][870/1573] eta 0:05:01 lr 0.000001 time 0.4257 (0.4295) loss 1308.9095 (1312.8069) grad_norm 234.4919 (207.9978) embed_mse 1307.8395 (1311.7132) mask_bce 0.2110 (0.2467) mask_dice 0.8591 (0.8471) mem 21940MB +[2025-12-25 11:15:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][880/1573] eta 0:04:57 lr 0.000001 time 0.4280 (0.4295) loss 1332.0842 (1312.8797) grad_norm 162.9239 (207.1035) embed_mse 1330.9993 (1311.7858) mask_bce 0.2431 (0.2469) mask_dice 0.8419 (0.8470) mem 21940MB +[2025-12-25 11:16:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][890/1573] eta 0:04:53 lr 0.000001 time 0.4197 (0.4294) loss 1308.7578 (1312.9887) grad_norm 187.0940 (206.9232) embed_mse 1307.6792 (1311.8948) mask_bce 0.2324 (0.2468) mask_dice 0.8463 (0.8470) mem 21940MB +[2025-12-25 11:16:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][900/1573] eta 0:04:48 lr 0.000001 time 0.4221 (0.4294) loss 1344.2909 (1312.7358) grad_norm 144.9936 (206.3703) embed_mse 1343.2239 (1311.6421) mask_bce 0.2281 (0.2467) mask_dice 0.8388 (0.8470) mem 21940MB +[2025-12-25 11:16:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][910/1573] eta 0:04:44 lr 0.000001 time 0.4236 (0.4293) loss 1297.9316 (1312.6189) grad_norm 251.6751 (206.7712) embed_mse 1296.8402 (1311.5252) mask_bce 0.2265 (0.2466) mask_dice 0.8650 (0.8471) mem 21940MB +[2025-12-25 11:16:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][920/1573] eta 0:04:40 lr 0.000001 time 0.4165 (0.4293) loss 1300.5974 (1312.6192) grad_norm 183.7459 (206.4380) embed_mse 1299.5195 (1311.5257) mask_bce 0.2333 (0.2465) mask_dice 0.8446 (0.8471) mem 21940MB +[2025-12-25 11:16:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][930/1573] eta 0:04:35 lr 0.000001 time 0.4316 (0.4292) loss 1288.9213 (1312.6705) grad_norm 240.7610 (206.7339) embed_mse 1287.8453 (1311.5769) mask_bce 0.2294 (0.2466) mask_dice 0.8465 (0.8470) mem 21940MB +[2025-12-25 11:16:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][940/1573] eta 0:04:31 lr 0.000001 time 0.4265 (0.4291) loss 1313.1338 (1312.4765) grad_norm 159.1518 (206.3273) embed_mse 1312.0321 (1311.3828) mask_bce 0.2744 (0.2467) mask_dice 0.8272 (0.8470) mem 21940MB +[2025-12-25 11:16:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][950/1573] eta 0:04:27 lr 0.000001 time 0.4255 (0.4291) loss 1297.8204 (1312.3943) grad_norm 188.0262 (206.1721) embed_mse 1296.7109 (1311.3007) mask_bce 0.2722 (0.2466) mask_dice 0.8372 (0.8470) mem 21940MB +[2025-12-25 11:16:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][960/1573] eta 0:04:23 lr 0.000001 time 0.4181 (0.4291) loss 1282.4613 (1312.1786) grad_norm 190.6069 (205.5873) embed_mse 1281.3724 (1311.0849) mask_bce 0.2613 (0.2467) mask_dice 0.8276 (0.8470) mem 21940MB +[2025-12-25 11:16:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][970/1573] eta 0:04:18 lr 0.000001 time 0.4177 (0.4290) loss 1257.6792 (1312.3131) grad_norm 155.8125 (205.1759) embed_mse 1256.5614 (1311.2195) mask_bce 0.2784 (0.2466) mask_dice 0.8394 (0.8470) mem 21940MB +[2025-12-25 11:16:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][980/1573] eta 0:04:14 lr 0.000001 time 0.4215 (0.4289) loss 1330.2124 (1312.2560) grad_norm 254.7283 (205.5820) embed_mse 1329.1388 (1311.1624) mask_bce 0.2234 (0.2466) mask_dice 0.8502 (0.8470) mem 21940MB +[2025-12-25 11:16:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][990/1573] eta 0:04:10 lr 0.000001 time 0.4243 (0.4288) loss 1292.3677 (1312.2206) grad_norm 163.9157 (205.2433) embed_mse 1291.2677 (1311.1269) mask_bce 0.2465 (0.2467) mask_dice 0.8535 (0.8470) mem 21940MB +[2025-12-25 11:16:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1000/1573] eta 0:04:05 lr 0.000001 time 0.4225 (0.4288) loss 1321.9025 (1312.2101) grad_norm 187.3992 (205.5503) embed_mse 1320.8297 (1311.1164) mask_bce 0.2308 (0.2466) mask_dice 0.8420 (0.8471) mem 21940MB +[2025-12-25 11:16:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1010/1573] eta 0:04:01 lr 0.000001 time 0.4178 (0.4287) loss 1374.4280 (1312.2316) grad_norm 227.0165 (205.7206) embed_mse 1373.3322 (1311.1379) mask_bce 0.2563 (0.2467) mask_dice 0.8396 (0.8470) mem 21940MB +[2025-12-25 11:16:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1020/1573] eta 0:03:57 lr 0.000001 time 0.4183 (0.4286) loss 1298.1921 (1312.1156) grad_norm 168.3500 (205.4264) embed_mse 1297.0771 (1311.0218) mask_bce 0.2803 (0.2468) mask_dice 0.8348 (0.8470) mem 21940MB +[2025-12-25 11:17:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1030/1573] eta 0:03:52 lr 0.000001 time 0.4230 (0.4286) loss 1312.3187 (1312.2327) grad_norm 174.1552 (205.1821) embed_mse 1311.2283 (1311.1389) mask_bce 0.2344 (0.2469) mask_dice 0.8560 (0.8469) mem 21940MB +[2025-12-25 11:17:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1040/1573] eta 0:03:48 lr 0.000001 time 0.4189 (0.4285) loss 1335.3871 (1312.2502) grad_norm 154.5938 (205.2489) embed_mse 1334.2977 (1311.1563) mask_bce 0.2422 (0.2469) mask_dice 0.8471 (0.8469) mem 21940MB +[2025-12-25 11:17:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1050/1573] eta 0:03:44 lr 0.000001 time 0.4200 (0.4286) loss 1328.0546 (1312.3994) grad_norm 142.8622 (204.7727) embed_mse 1326.9915 (1311.3057) mask_bce 0.2014 (0.2468) mask_dice 0.8618 (0.8469) mem 21940MB +[2025-12-25 11:17:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1060/1573] eta 0:03:39 lr 0.000001 time 0.4285 (0.4285) loss 1294.5221 (1312.5141) grad_norm nan (nan) embed_mse 1293.4116 (1311.4204) mask_bce 0.2705 (0.2468) mask_dice 0.8400 (0.8469) mem 21940MB +[2025-12-25 11:17:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1070/1573] eta 0:03:35 lr 0.000001 time 0.4188 (0.4284) loss 1301.7483 (1312.4803) grad_norm 248.5873 (nan) embed_mse 1300.6660 (1311.3866) mask_bce 0.2190 (0.2467) mask_dice 0.8633 (0.8470) mem 21940MB +[2025-12-25 11:17:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1080/1573] eta 0:03:31 lr 0.000001 time 0.4172 (0.4284) loss 1365.5990 (1312.4696) grad_norm 196.1039 (nan) embed_mse 1364.5074 (1311.3761) mask_bce 0.2408 (0.2465) mask_dice 0.8507 (0.8471) mem 21940MB +[2025-12-25 11:17:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1090/1573] eta 0:03:26 lr 0.000001 time 0.4194 (0.4283) loss 1283.3473 (1312.4006) grad_norm 171.8259 (nan) embed_mse 1282.1810 (1311.3070) mask_bce 0.3281 (0.2464) mask_dice 0.8381 (0.8471) mem 21940MB +[2025-12-25 11:17:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1100/1573] eta 0:03:22 lr 0.000001 time 0.4222 (0.4283) loss 1231.1836 (1312.2382) grad_norm 155.2512 (nan) embed_mse 1230.1119 (1311.1448) mask_bce 0.2444 (0.2463) mask_dice 0.8272 (0.8471) mem 21940MB +[2025-12-25 11:17:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1110/1573] eta 0:03:18 lr 0.000001 time 0.4224 (0.4282) loss 1259.9357 (1312.0554) grad_norm 145.9396 (nan) embed_mse 1258.8679 (1310.9621) mask_bce 0.2113 (0.2462) mask_dice 0.8565 (0.8472) mem 21940MB +[2025-12-25 11:17:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1120/1573] eta 0:03:13 lr 0.000001 time 0.4181 (0.4281) loss 1355.1284 (1312.0855) grad_norm 220.0283 (nan) embed_mse 1353.9961 (1310.9922) mask_bce 0.2938 (0.2462) mask_dice 0.8385 (0.8472) mem 21940MB +[2025-12-25 11:17:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1130/1573] eta 0:03:09 lr 0.000001 time 0.4185 (0.4281) loss 1318.0573 (1312.0365) grad_norm 329.6230 (nan) embed_mse 1316.9833 (1310.9432) mask_bce 0.2389 (0.2462) mask_dice 0.8351 (0.8471) mem 21940MB +[2025-12-25 11:17:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1140/1573] eta 0:03:05 lr 0.000001 time 0.4184 (0.4280) loss 1337.8700 (1312.0639) grad_norm 227.3085 (nan) embed_mse 1336.7600 (1310.9706) mask_bce 0.2731 (0.2463) mask_dice 0.8370 (0.8471) mem 21940MB +[2025-12-25 11:17:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1150/1573] eta 0:03:01 lr 0.000001 time 0.4183 (0.4280) loss 1307.8915 (1311.8556) grad_norm 191.8759 (nan) embed_mse 1306.8090 (1310.7622) mask_bce 0.2325 (0.2462) mask_dice 0.8499 (0.8471) mem 21940MB +[2025-12-25 11:17:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1160/1573] eta 0:02:56 lr 0.000001 time 0.4206 (0.4279) loss 1283.5192 (1311.7254) grad_norm 226.7071 (nan) embed_mse 1282.3987 (1310.6319) mask_bce 0.2708 (0.2464) mask_dice 0.8497 (0.8470) mem 21940MB +[2025-12-25 11:18:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1170/1573] eta 0:02:52 lr 0.000001 time 0.4307 (0.4279) loss 1315.6688 (1311.6827) grad_norm 248.4801 (nan) embed_mse 1314.5959 (1310.5892) mask_bce 0.2172 (0.2466) mask_dice 0.8557 (0.8469) mem 21940MB +[2025-12-25 11:18:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1180/1573] eta 0:02:48 lr 0.000001 time 0.4183 (0.4279) loss 1275.5812 (1311.4993) grad_norm 270.2662 (nan) embed_mse 1274.4589 (1310.4057) mask_bce 0.2984 (0.2467) mask_dice 0.8238 (0.8469) mem 21940MB +[2025-12-25 11:18:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1190/1573] eta 0:02:43 lr 0.000001 time 0.4215 (0.4278) loss 1301.7396 (1311.4141) grad_norm 263.7450 (nan) embed_mse 1300.6445 (1310.3205) mask_bce 0.2424 (0.2467) mask_dice 0.8527 (0.8468) mem 21940MB +[2025-12-25 11:18:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1200/1573] eta 0:02:39 lr 0.000001 time 0.4283 (0.4278) loss 1260.0205 (1311.4276) grad_norm 195.3521 (nan) embed_mse 1258.8774 (1310.3340) mask_bce 0.3112 (0.2469) mask_dice 0.8319 (0.8467) mem 21940MB +[2025-12-25 11:18:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1210/1573] eta 0:02:35 lr 0.000001 time 0.4429 (0.4278) loss 1284.2004 (1311.4579) grad_norm 171.6669 (nan) embed_mse 1283.1085 (1310.3643) mask_bce 0.2751 (0.2469) mask_dice 0.8169 (0.8467) mem 21940MB +[2025-12-25 11:18:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1220/1573] eta 0:02:31 lr 0.000001 time 0.4400 (0.4279) loss 1323.1398 (1311.3343) grad_norm 219.2755 (nan) embed_mse 1322.0426 (1310.2407) mask_bce 0.2380 (0.2468) mask_dice 0.8592 (0.8467) mem 21940MB +[2025-12-25 11:18:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1230/1573] eta 0:02:26 lr 0.000001 time 0.4148 (0.4279) loss 1357.9205 (1311.2750) grad_norm 222.2995 (nan) embed_mse 1356.8215 (1310.1816) mask_bce 0.2772 (0.2468) mask_dice 0.8218 (0.8467) mem 21940MB +[2025-12-25 11:18:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1240/1573] eta 0:02:22 lr 0.000001 time 0.4147 (0.4278) loss 1309.1315 (1311.4720) grad_norm 200.4052 (nan) embed_mse 1308.0164 (1310.3785) mask_bce 0.2702 (0.2468) mask_dice 0.8448 (0.8467) mem 21940MB +[2025-12-25 11:18:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1250/1573] eta 0:02:18 lr 0.000001 time 0.4140 (0.4278) loss 1268.8982 (1311.5552) grad_norm 172.6470 (nan) embed_mse 1267.7927 (1310.4617) mask_bce 0.2752 (0.2468) mask_dice 0.8303 (0.8467) mem 21940MB +[2025-12-25 11:18:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1260/1573] eta 0:02:13 lr 0.000001 time 0.4172 (0.4277) loss 1305.4109 (1311.6682) grad_norm 191.6246 (nan) embed_mse 1304.3151 (1310.5747) mask_bce 0.2569 (0.2469) mask_dice 0.8390 (0.8467) mem 21940MB +[2025-12-25 11:18:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1270/1573] eta 0:02:09 lr 0.000001 time 0.4158 (0.4276) loss 1346.1207 (1311.5995) grad_norm 383.5135 (nan) embed_mse 1345.0281 (1310.5059) mask_bce 0.2442 (0.2470) mask_dice 0.8485 (0.8466) mem 21940MB +[2025-12-25 11:18:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1280/1573] eta 0:02:05 lr 0.000001 time 0.4158 (0.4275) loss 1265.7590 (1311.5337) grad_norm 191.8691 (nan) embed_mse 1264.6801 (1310.4402) mask_bce 0.2428 (0.2470) mask_dice 0.8361 (0.8466) mem 21940MB +[2025-12-25 11:18:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1290/1573] eta 0:02:00 lr 0.000001 time 0.4161 (0.4274) loss 1317.1552 (1311.5298) grad_norm 131.4847 (nan) embed_mse 1316.0656 (1310.4362) mask_bce 0.2366 (0.2471) mask_dice 0.8530 (0.8465) mem 21940MB +[2025-12-25 11:18:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1300/1573] eta 0:01:56 lr 0.000001 time 0.4180 (0.4274) loss 1269.8391 (1311.6504) grad_norm 164.1933 (nan) embed_mse 1268.7540 (1310.5568) mask_bce 0.2442 (0.2471) mask_dice 0.8409 (0.8466) mem 21940MB +[2025-12-25 11:19:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1310/1573] eta 0:01:52 lr 0.000001 time 0.4179 (0.4273) loss 1375.7903 (1311.6678) grad_norm 180.8554 (nan) embed_mse 1374.6881 (1310.5742) mask_bce 0.2657 (0.2471) mask_dice 0.8364 (0.8465) mem 21940MB +[2025-12-25 11:19:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1320/1573] eta 0:01:48 lr 0.000001 time 0.4183 (0.4272) loss 1324.8209 (1311.6296) grad_norm 199.7540 (nan) embed_mse 1323.7157 (1310.5359) mask_bce 0.2797 (0.2472) mask_dice 0.8256 (0.8465) mem 21940MB +[2025-12-25 11:19:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1330/1573] eta 0:01:43 lr 0.000001 time 0.4160 (0.4272) loss 1358.7792 (1311.6238) grad_norm 204.6656 (nan) embed_mse 1357.6957 (1310.5300) mask_bce 0.2241 (0.2473) mask_dice 0.8594 (0.8465) mem 21940MB +[2025-12-25 11:19:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1340/1573] eta 0:01:39 lr 0.000001 time 0.4173 (0.4271) loss 1326.3901 (1311.6978) grad_norm 181.1695 (nan) embed_mse 1325.3276 (1310.6040) mask_bce 0.1892 (0.2474) mask_dice 0.8733 (0.8464) mem 21940MB +[2025-12-25 11:19:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1350/1573] eta 0:01:35 lr 0.000001 time 0.4160 (0.4270) loss 1413.3365 (1311.7979) grad_norm 222.4561 (nan) embed_mse 1412.2373 (1310.7041) mask_bce 0.2468 (0.2474) mask_dice 0.8524 (0.8464) mem 21940MB +[2025-12-25 11:19:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1360/1573] eta 0:01:30 lr 0.000001 time 0.4159 (0.4270) loss 1336.2863 (1311.7828) grad_norm 197.6944 (nan) embed_mse 1335.1879 (1310.6889) mask_bce 0.2312 (0.2474) mask_dice 0.8672 (0.8465) mem 21940MB +[2025-12-25 11:19:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1370/1573] eta 0:01:26 lr 0.000001 time 0.4159 (0.4269) loss 1294.4032 (1311.6170) grad_norm 163.5129 (nan) embed_mse 1293.3400 (1310.5233) mask_bce 0.1956 (0.2472) mask_dice 0.8677 (0.8465) mem 21940MB +[2025-12-25 11:19:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1380/1573] eta 0:01:22 lr 0.000001 time 0.4163 (0.4268) loss 1310.5867 (1311.5427) grad_norm 151.6046 (nan) embed_mse 1309.4866 (1310.4490) mask_bce 0.2578 (0.2472) mask_dice 0.8422 (0.8465) mem 21940MB +[2025-12-25 11:19:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1390/1573] eta 0:01:18 lr 0.000001 time 0.4164 (0.4268) loss 1302.7487 (1311.6070) grad_norm 207.2454 (nan) embed_mse 1301.6581 (1310.5133) mask_bce 0.2501 (0.2471) mask_dice 0.8404 (0.8466) mem 21940MB +[2025-12-25 11:19:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1400/1573] eta 0:01:13 lr 0.000001 time 0.4156 (0.4267) loss 1303.9254 (1311.6883) grad_norm 186.1125 (nan) embed_mse 1302.8351 (1310.5947) mask_bce 0.2504 (0.2470) mask_dice 0.8400 (0.8466) mem 21940MB +[2025-12-25 11:19:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1410/1573] eta 0:01:09 lr 0.000001 time 0.4161 (0.4267) loss 1307.9642 (1311.8200) grad_norm 305.4335 (nan) embed_mse 1306.8981 (1310.7263) mask_bce 0.2177 (0.2471) mask_dice 0.8484 (0.8466) mem 21940MB +[2025-12-25 11:19:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1420/1573] eta 0:01:05 lr 0.000001 time 0.4154 (0.4266) loss 1269.6016 (1311.6312) grad_norm 195.0004 (nan) embed_mse 1268.4855 (1310.5376) mask_bce 0.2900 (0.2471) mask_dice 0.8262 (0.8466) mem 21940MB +[2025-12-25 11:19:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1430/1573] eta 0:01:00 lr 0.000001 time 0.4166 (0.4265) loss 1301.2410 (1311.5657) grad_norm 185.4865 (nan) embed_mse 1300.1217 (1310.4720) mask_bce 0.2762 (0.2472) mask_dice 0.8431 (0.8465) mem 21940MB +[2025-12-25 11:19:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1440/1573] eta 0:00:56 lr 0.000001 time 0.4168 (0.4265) loss 1294.1326 (1311.4539) grad_norm 229.6167 (nan) embed_mse 1293.0630 (1310.3602) mask_bce 0.2240 (0.2472) mask_dice 0.8455 (0.8465) mem 21940MB +[2025-12-25 11:19:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1450/1573] eta 0:00:52 lr 0.000001 time 0.4157 (0.4264) loss 1303.2269 (1311.3235) grad_norm 177.3779 (nan) embed_mse 1302.1228 (1310.2297) mask_bce 0.2690 (0.2473) mask_dice 0.8351 (0.8465) mem 21940MB +[2025-12-25 11:20:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1460/1573] eta 0:00:48 lr 0.000001 time 0.4171 (0.4264) loss 1360.8707 (1311.3405) grad_norm 185.0054 (nan) embed_mse 1359.7850 (1310.2467) mask_bce 0.2273 (0.2472) mask_dice 0.8585 (0.8466) mem 21940MB +[2025-12-25 11:20:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1470/1573] eta 0:00:43 lr 0.000001 time 0.4160 (0.4263) loss 1357.2917 (1311.4322) grad_norm 157.7736 (nan) embed_mse 1356.2042 (1310.3384) mask_bce 0.2431 (0.2472) mask_dice 0.8445 (0.8465) mem 21940MB +[2025-12-25 11:20:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1480/1573] eta 0:00:39 lr 0.000001 time 0.4165 (0.4262) loss 1309.0447 (1311.3268) grad_norm 151.6939 (nan) embed_mse 1307.9463 (1310.2330) mask_bce 0.2653 (0.2472) mask_dice 0.8331 (0.8466) mem 21940MB +[2025-12-25 11:20:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1490/1573] eta 0:00:35 lr 0.000001 time 0.4198 (0.4262) loss 1366.7316 (1311.2836) grad_norm 202.5815 (nan) embed_mse 1365.4995 (1310.1897) mask_bce 0.3709 (0.2473) mask_dice 0.8612 (0.8466) mem 21940MB +[2025-12-25 11:20:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1500/1573] eta 0:00:31 lr 0.000001 time 0.4167 (0.4261) loss 1237.3204 (1311.2584) grad_norm 188.4806 (nan) embed_mse 1236.2133 (1310.1645) mask_bce 0.2696 (0.2474) mask_dice 0.8377 (0.8465) mem 21940MB +[2025-12-25 11:20:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1510/1573] eta 0:00:26 lr 0.000001 time 0.4160 (0.4261) loss 1382.2716 (1311.3054) grad_norm 154.2778 (nan) embed_mse 1381.1639 (1310.2116) mask_bce 0.2426 (0.2473) mask_dice 0.8650 (0.8465) mem 21940MB +[2025-12-25 11:20:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1520/1573] eta 0:00:22 lr 0.000001 time 0.4165 (0.4260) loss 1317.3772 (1311.3102) grad_norm 228.8913 (nan) embed_mse 1316.2985 (1310.2164) mask_bce 0.2070 (0.2472) mask_dice 0.8717 (0.8466) mem 21940MB +[2025-12-25 11:20:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1530/1573] eta 0:00:18 lr 0.000001 time 0.4254 (0.4260) loss 1334.1354 (1311.2011) grad_norm 182.2146 (nan) embed_mse 1333.0217 (1310.1072) mask_bce 0.2491 (0.2473) mask_dice 0.8646 (0.8465) mem 21940MB +[2025-12-25 11:20:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1540/1573] eta 0:00:14 lr 0.000001 time 0.4190 (0.4259) loss 1293.7821 (1311.0621) grad_norm 144.1564 (nan) embed_mse 1292.7006 (1309.9679) mask_bce 0.2333 (0.2476) mask_dice 0.8483 (0.8465) mem 21940MB +[2025-12-25 11:20:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1550/1573] eta 0:00:09 lr 0.000001 time 0.4184 (0.4259) loss 1404.5963 (1311.1947) grad_norm 230.0972 (nan) embed_mse 1403.4735 (1310.1006) mask_bce 0.2781 (0.2476) mask_dice 0.8447 (0.8465) mem 21940MB +[2025-12-25 11:20:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1560/1573] eta 0:00:05 lr 0.000001 time 0.4108 (0.4258) loss 1385.3326 (1311.1089) grad_norm 246.0282 (nan) embed_mse 1384.2070 (1310.0148) mask_bce 0.2933 (0.2476) mask_dice 0.8324 (0.8465) mem 21940MB +[2025-12-25 11:20:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1570/1573] eta 0:00:01 lr 0.000001 time 0.4141 (0.4258) loss 1251.7767 (1311.1440) grad_norm 192.7278 (nan) embed_mse 1250.6628 (1310.0499) mask_bce 0.2939 (0.2476) mask_dice 0.8200 (0.8465) mem 21940MB +[2025-12-25 11:20:51 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 28 training takes 0:11:10 +[2025-12-25 11:20:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][0/1573] eta 1:37:05 lr 0.000001 time 3.7032 (3.7032) loss 1340.0490 (1340.0490) grad_norm 0.0000 (0.0000) embed_mse 1338.9530 (1338.9530) mask_bce 0.2426 (0.2426) mask_dice 0.8534 (0.8534) mem 21940MB +[2025-12-25 11:20:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][10/1573] eta 0:19:09 lr 0.000001 time 0.4287 (0.7357) loss 1271.8523 (1312.2984) grad_norm 213.6345 (213.6345) embed_mse 1270.7522 (1311.2018) mask_bce 0.2814 (0.2478) mask_dice 0.8186 (0.8488) mem 21940MB +[2025-12-25 11:21:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][20/1573] eta 0:15:14 lr 0.000001 time 0.4271 (0.5892) loss 1320.1698 (1302.6720) grad_norm 181.8399 (197.7372) embed_mse 1319.0764 (1301.5748) mask_bce 0.2594 (0.2510) mask_dice 0.8340 (0.8462) mem 21940MB +[2025-12-25 11:21:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][30/1573] eta 0:13:47 lr 0.000001 time 0.4260 (0.5364) loss 1329.8027 (1306.3769) grad_norm 148.6720 (181.3822) embed_mse 1328.7219 (1305.2830) mask_bce 0.2423 (0.2450) mask_dice 0.8385 (0.8488) mem 21940MB +[2025-12-25 11:21:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][40/1573] eta 0:13:02 lr 0.000001 time 0.4238 (0.5103) loss 1326.3114 (1301.3484) grad_norm 179.9673 (184.5986) embed_mse 1325.1359 (1300.2517) mask_bce 0.3197 (0.2482) mask_dice 0.8558 (0.8485) mem 21940MB +[2025-12-25 11:21:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][50/1573] eta 0:12:32 lr 0.000001 time 0.4254 (0.4941) loss 1250.0122 (1303.6286) grad_norm 279.8953 (200.4814) embed_mse 1248.9341 (1302.5301) mask_bce 0.2274 (0.2492) mask_dice 0.8507 (0.8494) mem 21940MB +[2025-12-25 11:21:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][60/1573] eta 0:12:10 lr 0.000001 time 0.4230 (0.4829) loss 1294.8530 (1303.8355) grad_norm 254.8203 (208.2441) embed_mse 1293.7365 (1302.7374) mask_bce 0.2797 (0.2489) mask_dice 0.8370 (0.8493) mem 21940MB +[2025-12-25 11:21:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][70/1573] eta 0:11:53 lr 0.000001 time 0.4249 (0.4748) loss 1334.9208 (1307.4367) grad_norm 173.5128 (203.9026) embed_mse 1333.8059 (1306.3381) mask_bce 0.2956 (0.2511) mask_dice 0.8192 (0.8476) mem 21940MB +[2025-12-25 11:21:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][80/1573] eta 0:11:39 lr 0.000001 time 0.4226 (0.4686) loss 1334.6843 (1309.7671) grad_norm 269.0097 (208.6815) embed_mse 1333.5909 (1308.6677) mask_bce 0.2238 (0.2501) mask_dice 0.8695 (0.8493) mem 21940MB +[2025-12-25 11:21:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][90/1573] eta 0:11:27 lr 0.000001 time 0.4202 (0.4636) loss 1372.7894 (1309.6757) grad_norm 137.4395 (202.2049) embed_mse 1371.6926 (1308.5766) mask_bce 0.2628 (0.2504) mask_dice 0.8339 (0.8486) mem 21940MB +[2025-12-25 11:21:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][100/1573] eta 0:11:17 lr 0.000001 time 0.4227 (0.4597) loss 1310.0356 (1309.0296) grad_norm 166.6275 (199.2401) embed_mse 1308.9662 (1307.9323) mask_bce 0.2224 (0.2487) mask_dice 0.8472 (0.8486) mem 21940MB +[2025-12-25 11:21:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][110/1573] eta 0:11:08 lr 0.000001 time 0.4239 (0.4567) loss 1344.6289 (1309.9032) grad_norm 200.5837 (199.3435) embed_mse 1343.5165 (1308.8065) mask_bce 0.2744 (0.2482) mask_dice 0.8380 (0.8484) mem 21940MB +[2025-12-25 11:21:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][120/1573] eta 0:10:59 lr 0.000001 time 0.4220 (0.4541) loss 1311.9359 (1310.8356) grad_norm 243.5916 (202.1597) embed_mse 1310.8569 (1309.7400) mask_bce 0.2415 (0.2474) mask_dice 0.8375 (0.8481) mem 21940MB +[2025-12-25 11:21:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][130/1573] eta 0:10:51 lr 0.000001 time 0.4191 (0.4516) loss 1328.5289 (1311.3369) grad_norm 202.9166 (202.2070) embed_mse 1327.4457 (1310.2410) mask_bce 0.2634 (0.2479) mask_dice 0.8198 (0.8480) mem 21940MB +[2025-12-25 11:21:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][140/1573] eta 0:10:44 lr 0.000001 time 0.4245 (0.4496) loss 1353.0814 (1310.2603) grad_norm 178.6515 (200.8214) embed_mse 1351.9415 (1309.1652) mask_bce 0.2994 (0.2469) mask_dice 0.8404 (0.8482) mem 21940MB +[2025-12-25 11:21:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][150/1573] eta 0:10:37 lr 0.000001 time 0.4233 (0.4478) loss 1246.8590 (1310.3612) grad_norm 202.0420 (200.8892) embed_mse 1245.8014 (1309.2662) mask_bce 0.1996 (0.2467) mask_dice 0.8580 (0.8482) mem 21940MB +[2025-12-25 11:22:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][160/1573] eta 0:10:30 lr 0.000001 time 0.4261 (0.4465) loss 1353.2655 (1312.6539) grad_norm 168.3712 (200.6111) embed_mse 1352.1848 (1311.5589) mask_bce 0.2152 (0.2467) mask_dice 0.8654 (0.8483) mem 21940MB +[2025-12-25 11:22:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][170/1573] eta 0:10:24 lr 0.000001 time 0.4209 (0.4451) loss 1361.3600 (1313.0991) grad_norm 229.5767 (201.9904) embed_mse 1360.2662 (1312.0041) mask_bce 0.2426 (0.2470) mask_dice 0.8510 (0.8480) mem 21940MB +[2025-12-25 11:22:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][180/1573] eta 0:10:18 lr 0.000001 time 0.4187 (0.4438) loss 1285.5222 (1312.2068) grad_norm 196.7530 (201.7523) embed_mse 1284.4326 (1311.1110) mask_bce 0.2347 (0.2482) mask_dice 0.8548 (0.8476) mem 21940MB +[2025-12-25 11:22:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][190/1573] eta 0:10:12 lr 0.000001 time 0.4177 (0.4425) loss 1311.2434 (1311.8252) grad_norm 164.0348 (200.1124) embed_mse 1310.1638 (1310.7297) mask_bce 0.2088 (0.2474) mask_dice 0.8707 (0.8481) mem 21940MB +[2025-12-25 11:22:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][200/1573] eta 0:10:06 lr 0.000001 time 0.4195 (0.4415) loss 1241.9313 (1311.2197) grad_norm 226.5562 (200.8265) embed_mse 1240.8387 (1310.1238) mask_bce 0.2355 (0.2476) mask_dice 0.8569 (0.8483) mem 21940MB +[2025-12-25 11:22:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][210/1573] eta 0:10:00 lr 0.000001 time 0.4187 (0.4405) loss 1317.5483 (1310.8902) grad_norm 180.2391 (200.0347) embed_mse 1316.4259 (1309.7947) mask_bce 0.2928 (0.2469) mask_dice 0.8297 (0.8486) mem 21940MB +[2025-12-25 11:22:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][220/1573] eta 0:09:54 lr 0.000001 time 0.4192 (0.4396) loss 1336.1309 (1311.6777) grad_norm 224.3628 (200.9357) embed_mse 1335.0458 (1310.5823) mask_bce 0.2230 (0.2467) mask_dice 0.8622 (0.8486) mem 21940MB +[2025-12-25 11:22:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][230/1573] eta 0:09:49 lr 0.000001 time 0.4178 (0.4388) loss 1337.4192 (1311.9541) grad_norm 226.4918 (201.8484) embed_mse 1336.2194 (1310.8580) mask_bce 0.3364 (0.2475) mask_dice 0.8635 (0.8486) mem 21940MB +[2025-12-25 11:22:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][240/1573] eta 0:09:43 lr 0.000001 time 0.4187 (0.4381) loss 1301.7330 (1311.5997) grad_norm 220.5527 (204.1507) embed_mse 1300.6310 (1310.5039) mask_bce 0.2849 (0.2474) mask_dice 0.8172 (0.8484) mem 21940MB +[2025-12-25 11:22:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][250/1573] eta 0:09:38 lr 0.000001 time 0.4184 (0.4374) loss 1282.9058 (1311.1510) grad_norm 181.6572 (203.4251) embed_mse 1281.7489 (1310.0548) mask_bce 0.2691 (0.2477) mask_dice 0.8877 (0.8485) mem 21940MB +[2025-12-25 11:22:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][260/1573] eta 0:09:33 lr 0.000001 time 0.4198 (0.4367) loss 1307.4812 (1311.6555) grad_norm 167.9985 (202.3180) embed_mse 1306.3743 (1310.5592) mask_bce 0.2614 (0.2478) mask_dice 0.8456 (0.8484) mem 21940MB +[2025-12-25 11:22:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][270/1573] eta 0:09:28 lr 0.000001 time 0.4184 (0.4362) loss 1365.6282 (1311.6938) grad_norm 214.8322 (202.6972) embed_mse 1364.5199 (1310.5976) mask_bce 0.2676 (0.2477) mask_dice 0.8406 (0.8484) mem 21940MB +[2025-12-25 11:22:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][280/1573] eta 0:09:23 lr 0.000001 time 0.4171 (0.4357) loss 1297.7408 (1310.8458) grad_norm 214.2056 (205.1265) embed_mse 1296.6656 (1309.7495) mask_bce 0.2268 (0.2482) mask_dice 0.8484 (0.8481) mem 21940MB +[2025-12-25 11:22:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][290/1573] eta 0:09:18 lr 0.000001 time 0.4198 (0.4354) loss 1286.1306 (1311.0279) grad_norm 226.8819 (205.7309) embed_mse 1285.0688 (1309.9317) mask_bce 0.2094 (0.2484) mask_dice 0.8523 (0.8478) mem 21940MB +[2025-12-25 11:23:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][300/1573] eta 0:09:13 lr 0.000001 time 0.4187 (0.4349) loss 1245.3185 (1311.4503) grad_norm 167.1218 (204.6874) embed_mse 1244.1947 (1310.3540) mask_bce 0.2764 (0.2484) mask_dice 0.8474 (0.8478) mem 21940MB +[2025-12-25 11:23:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][310/1573] eta 0:09:08 lr 0.000001 time 0.4188 (0.4344) loss 1283.0624 (1311.3571) grad_norm 201.8896 (204.6137) embed_mse 1281.9944 (1310.2612) mask_bce 0.2000 (0.2484) mask_dice 0.8681 (0.8475) mem 21940MB +[2025-12-25 11:23:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][320/1573] eta 0:09:03 lr 0.000001 time 0.4218 (0.4340) loss 1283.9395 (1311.2016) grad_norm 163.0235 (202.4053) embed_mse 1282.8528 (1310.1055) mask_bce 0.2570 (0.2488) mask_dice 0.8297 (0.8473) mem 21940MB +[2025-12-25 11:23:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][330/1573] eta 0:08:58 lr 0.000001 time 0.4192 (0.4336) loss 1284.8773 (1311.2529) grad_norm 133.8066 (200.7321) embed_mse 1283.7800 (1310.1569) mask_bce 0.2678 (0.2487) mask_dice 0.8295 (0.8472) mem 21940MB +[2025-12-25 11:23:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][340/1573] eta 0:08:54 lr 0.000001 time 0.4197 (0.4332) loss 1265.9174 (1311.0044) grad_norm 183.1132 (200.3127) embed_mse 1264.8282 (1309.9084) mask_bce 0.2525 (0.2489) mask_dice 0.8367 (0.8471) mem 21940MB +[2025-12-25 11:23:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][350/1573] eta 0:08:49 lr 0.000001 time 0.4175 (0.4328) loss 1320.3623 (1311.2708) grad_norm 161.0037 (199.3985) embed_mse 1319.2755 (1310.1748) mask_bce 0.2407 (0.2489) mask_dice 0.8461 (0.8472) mem 21940MB +[2025-12-25 11:23:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][360/1573] eta 0:08:44 lr 0.000001 time 0.4183 (0.4325) loss 1302.2144 (1311.1951) grad_norm 204.0685 (201.6457) embed_mse 1301.1038 (1310.0988) mask_bce 0.2668 (0.2492) mask_dice 0.8439 (0.8471) mem 21940MB +[2025-12-25 11:23:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][370/1573] eta 0:08:39 lr 0.000001 time 0.4186 (0.4322) loss 1328.7563 (1311.8484) grad_norm 224.1409 (202.1347) embed_mse 1327.6753 (1310.7523) mask_bce 0.1909 (0.2489) mask_dice 0.8902 (0.8472) mem 21940MB +[2025-12-25 11:23:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][380/1573] eta 0:08:35 lr 0.000001 time 0.4195 (0.4318) loss 1301.9559 (1311.7631) grad_norm 187.5146 (201.8236) embed_mse 1300.8564 (1310.6668) mask_bce 0.2589 (0.2492) mask_dice 0.8405 (0.8471) mem 21940MB +[2025-12-25 11:23:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][390/1573] eta 0:08:36 lr 0.000001 time 0.4181 (0.4364) loss 1327.8804 (1311.8903) grad_norm 280.9279 (203.4716) embed_mse 1326.8049 (1310.7941) mask_bce 0.2319 (0.2491) mask_dice 0.8436 (0.8471) mem 21940MB +[2025-12-25 11:23:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][400/1573] eta 0:08:31 lr 0.000001 time 0.4148 (0.4360) loss 1348.7899 (1311.8050) grad_norm 188.9396 (202.6612) embed_mse 1347.7104 (1310.7090) mask_bce 0.2295 (0.2489) mask_dice 0.8500 (0.8471) mem 21940MB +[2025-12-25 11:23:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][410/1573] eta 0:08:26 lr 0.000001 time 0.4186 (0.4355) loss 1351.8639 (1312.3222) grad_norm 199.8950 (202.6070) embed_mse 1350.7916 (1311.2263) mask_bce 0.2288 (0.2490) mask_dice 0.8436 (0.8470) mem 21940MB +[2025-12-25 11:23:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][420/1573] eta 0:08:21 lr 0.000001 time 0.4162 (0.4351) loss 1252.4358 (1311.9596) grad_norm 178.7750 (202.1487) embed_mse 1251.3634 (1310.8638) mask_bce 0.2320 (0.2488) mask_dice 0.8403 (0.8469) mem 21940MB +[2025-12-25 11:23:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][430/1573] eta 0:08:16 lr 0.000001 time 0.4196 (0.4347) loss 1281.5170 (1311.7335) grad_norm 227.1677 (202.6208) embed_mse 1280.4231 (1310.6378) mask_bce 0.2465 (0.2487) mask_dice 0.8474 (0.8470) mem 21940MB +[2025-12-25 11:24:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][440/1573] eta 0:08:12 lr 0.000001 time 0.4148 (0.4343) loss 1267.9652 (1311.8191) grad_norm 219.3192 (201.9983) embed_mse 1266.8629 (1310.7235) mask_bce 0.2518 (0.2487) mask_dice 0.8505 (0.8469) mem 21940MB +[2025-12-25 11:24:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][450/1573] eta 0:08:07 lr 0.000001 time 0.4156 (0.4339) loss 1338.8287 (1311.6787) grad_norm 184.4162 (201.6843) embed_mse 1337.7113 (1310.5833) mask_bce 0.2637 (0.2485) mask_dice 0.8538 (0.8469) mem 21940MB +[2025-12-25 11:24:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][460/1573] eta 0:08:02 lr 0.000001 time 0.4162 (0.4335) loss 1331.8505 (1311.5668) grad_norm 157.1407 (200.9028) embed_mse 1330.7534 (1310.4715) mask_bce 0.2288 (0.2483) mask_dice 0.8683 (0.8470) mem 21940MB +[2025-12-25 11:24:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][470/1573] eta 0:07:57 lr 0.000001 time 0.4173 (0.4333) loss 1280.5284 (1311.4112) grad_norm 215.8647 (201.1608) embed_mse 1279.4366 (1310.3160) mask_bce 0.2504 (0.2482) mask_dice 0.8414 (0.8470) mem 21940MB +[2025-12-25 11:24:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][480/1573] eta 0:07:53 lr 0.000001 time 0.4169 (0.4330) loss 1338.4810 (1311.5187) grad_norm 217.8206 (200.5704) embed_mse 1337.3024 (1310.4231) mask_bce 0.3182 (0.2486) mask_dice 0.8605 (0.8470) mem 21940MB +[2025-12-25 11:24:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][490/1573] eta 0:07:48 lr 0.000001 time 0.4172 (0.4327) loss 1359.6635 (1311.4804) grad_norm 209.4341 (200.7157) embed_mse 1358.5402 (1310.3848) mask_bce 0.2702 (0.2486) mask_dice 0.8531 (0.8470) mem 21940MB +[2025-12-25 11:24:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][500/1573] eta 0:07:44 lr 0.000001 time 0.4169 (0.4325) loss 1389.3094 (1311.3848) grad_norm 185.4455 (200.4694) embed_mse 1388.2062 (1310.2893) mask_bce 0.2541 (0.2485) mask_dice 0.8491 (0.8469) mem 21940MB +[2025-12-25 11:24:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][510/1573] eta 0:07:39 lr 0.000001 time 0.4186 (0.4322) loss 1314.6121 (1311.4406) grad_norm 224.5627 (200.8519) embed_mse 1313.5144 (1310.3452) mask_bce 0.2583 (0.2485) mask_dice 0.8393 (0.8468) mem 21940MB +[2025-12-25 11:24:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][520/1573] eta 0:07:34 lr 0.000001 time 0.4163 (0.4320) loss 1251.9470 (1311.7164) grad_norm 231.9404 (204.6611) embed_mse 1250.8475 (1310.6211) mask_bce 0.2659 (0.2485) mask_dice 0.8336 (0.8468) mem 21940MB +[2025-12-25 11:24:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][530/1573] eta 0:07:30 lr 0.000001 time 0.4241 (0.4317) loss 1245.2731 (1311.5668) grad_norm 265.6631 (205.5853) embed_mse 1244.2230 (1310.4715) mask_bce 0.2030 (0.2485) mask_dice 0.8471 (0.8468) mem 21940MB +[2025-12-25 11:24:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][540/1573] eta 0:07:25 lr 0.000001 time 0.4201 (0.4315) loss 1308.6748 (1311.7311) grad_norm 210.7793 (205.6628) embed_mse 1307.5989 (1310.6359) mask_bce 0.2200 (0.2484) mask_dice 0.8559 (0.8467) mem 21940MB +[2025-12-25 11:24:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][550/1573] eta 0:07:21 lr 0.000001 time 0.4177 (0.4313) loss 1352.7699 (1311.3314) grad_norm 170.6447 (205.1479) embed_mse 1351.6910 (1310.2365) mask_bce 0.2203 (0.2481) mask_dice 0.8587 (0.8468) mem 21940MB +[2025-12-25 11:24:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][560/1573] eta 0:07:16 lr 0.000001 time 0.4173 (0.4311) loss 1293.7844 (1311.6550) grad_norm 279.4455 (205.7514) embed_mse 1292.6898 (1310.5599) mask_bce 0.2441 (0.2483) mask_dice 0.8505 (0.8467) mem 21940MB +[2025-12-25 11:24:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][570/1573] eta 0:07:12 lr 0.000001 time 0.4179 (0.4309) loss 1230.6130 (1311.4051) grad_norm 184.0045 (205.4452) embed_mse 1229.5571 (1310.3102) mask_bce 0.1974 (0.2480) mask_dice 0.8586 (0.8468) mem 21940MB +[2025-12-25 11:25:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][580/1573] eta 0:07:07 lr 0.000001 time 0.4194 (0.4307) loss 1230.7020 (1311.3615) grad_norm 216.3150 (205.5961) embed_mse 1229.6135 (1310.2667) mask_bce 0.2621 (0.2481) mask_dice 0.8264 (0.8468) mem 21940MB +[2025-12-25 11:25:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][590/1573] eta 0:07:03 lr 0.000001 time 0.4174 (0.4305) loss 1316.4343 (1311.1176) grad_norm 219.1414 (205.7817) embed_mse 1315.3223 (1310.0228) mask_bce 0.2849 (0.2482) mask_dice 0.8271 (0.8466) mem 21940MB +[2025-12-25 11:25:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][600/1573] eta 0:06:58 lr 0.000001 time 0.4175 (0.4304) loss 1336.8064 (1311.1781) grad_norm 147.4158 (206.2117) embed_mse 1335.7198 (1310.0835) mask_bce 0.2281 (0.2480) mask_dice 0.8584 (0.8466) mem 21940MB +[2025-12-25 11:25:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][610/1573] eta 0:06:54 lr 0.000001 time 0.4176 (0.4302) loss 1316.4806 (1311.1397) grad_norm 331.5393 (207.8607) embed_mse 1315.3679 (1310.0448) mask_bce 0.2836 (0.2483) mask_dice 0.8291 (0.8465) mem 21940MB +[2025-12-25 11:25:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][620/1573] eta 0:06:49 lr 0.000001 time 0.4173 (0.4300) loss 1257.4802 (1311.1195) grad_norm 208.4174 (207.8680) embed_mse 1256.4186 (1310.0247) mask_bce 0.2062 (0.2483) mask_dice 0.8555 (0.8465) mem 21940MB +[2025-12-25 11:25:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][630/1573] eta 0:06:45 lr 0.000001 time 0.4184 (0.4299) loss 1308.2465 (1310.9526) grad_norm 254.4373 (208.4650) embed_mse 1307.1720 (1309.8580) mask_bce 0.2354 (0.2480) mask_dice 0.8392 (0.8466) mem 21940MB +[2025-12-25 11:25:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][640/1573] eta 0:06:40 lr 0.000001 time 0.4178 (0.4297) loss 1295.7102 (1310.7919) grad_norm 177.3413 (208.2205) embed_mse 1294.5819 (1309.6973) mask_bce 0.2829 (0.2481) mask_dice 0.8453 (0.8465) mem 21940MB +[2025-12-25 11:25:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][650/1573] eta 0:06:36 lr 0.000001 time 0.4175 (0.4295) loss 1286.4301 (1310.8215) grad_norm 161.4091 (207.6426) embed_mse 1285.3544 (1309.7269) mask_bce 0.2307 (0.2481) mask_dice 0.8450 (0.8465) mem 21940MB +[2025-12-25 11:25:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][660/1573] eta 0:06:31 lr 0.000001 time 0.4180 (0.4293) loss 1349.8875 (1311.2085) grad_norm 173.4350 (207.2254) embed_mse 1348.8293 (1310.1138) mask_bce 0.2007 (0.2482) mask_dice 0.8574 (0.8466) mem 21940MB +[2025-12-25 11:25:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][670/1573] eta 0:06:27 lr 0.000001 time 0.4168 (0.4292) loss 1328.4547 (1311.3119) grad_norm 176.4276 (206.8543) embed_mse 1327.3455 (1310.2172) mask_bce 0.2801 (0.2480) mask_dice 0.8291 (0.8467) mem 21940MB +[2025-12-25 11:25:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][680/1573] eta 0:06:23 lr 0.000001 time 0.4178 (0.4290) loss 1243.8397 (1310.9395) grad_norm 163.8810 (206.5351) embed_mse 1242.7699 (1309.8448) mask_bce 0.2421 (0.2481) mask_dice 0.8277 (0.8465) mem 21940MB +[2025-12-25 11:25:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][690/1573] eta 0:06:18 lr 0.000001 time 0.4178 (0.4289) loss 1318.8639 (1310.8473) grad_norm 170.6480 (206.1178) embed_mse 1317.7968 (1309.7526) mask_bce 0.2235 (0.2484) mask_dice 0.8436 (0.8463) mem 21940MB +[2025-12-25 11:25:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][700/1573] eta 0:06:14 lr 0.000001 time 0.4163 (0.4287) loss 1410.6199 (1311.4133) grad_norm 191.8369 (205.9537) embed_mse 1409.4857 (1310.3186) mask_bce 0.2656 (0.2483) mask_dice 0.8686 (0.8464) mem 21940MB +[2025-12-25 11:25:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][710/1573] eta 0:06:09 lr 0.000001 time 0.4176 (0.4286) loss 1305.5184 (1311.6914) grad_norm 219.2322 (206.1046) embed_mse 1304.4158 (1310.5967) mask_bce 0.2629 (0.2483) mask_dice 0.8399 (0.8464) mem 21940MB +[2025-12-25 11:26:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][720/1573] eta 0:06:05 lr 0.000001 time 0.4173 (0.4284) loss 1340.6019 (1311.7320) grad_norm 191.5582 (205.6372) embed_mse 1339.5150 (1310.6373) mask_bce 0.2373 (0.2483) mask_dice 0.8496 (0.8465) mem 21940MB +[2025-12-25 11:26:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][730/1573] eta 0:06:01 lr 0.000001 time 0.4164 (0.4283) loss 1313.2323 (1311.9526) grad_norm 183.4919 (205.3938) embed_mse 1312.1393 (1310.8576) mask_bce 0.2371 (0.2484) mask_dice 0.8559 (0.8466) mem 21940MB +[2025-12-25 11:26:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][740/1573] eta 0:05:56 lr 0.000001 time 0.4177 (0.4282) loss 1268.5981 (1312.0054) grad_norm 180.3023 (205.1211) embed_mse 1267.5293 (1310.9106) mask_bce 0.2163 (0.2482) mask_dice 0.8526 (0.8466) mem 21940MB +[2025-12-25 11:26:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][750/1573] eta 0:05:52 lr 0.000001 time 0.4173 (0.4280) loss 1301.6254 (1311.9382) grad_norm 265.4756 (205.7701) embed_mse 1300.4492 (1310.8434) mask_bce 0.3636 (0.2482) mask_dice 0.8127 (0.8466) mem 21940MB +[2025-12-25 11:26:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][760/1573] eta 0:05:47 lr 0.000001 time 0.4166 (0.4279) loss 1219.2974 (1311.4547) grad_norm 188.6120 (206.2075) embed_mse 1218.2064 (1310.3598) mask_bce 0.2383 (0.2483) mask_dice 0.8526 (0.8466) mem 21940MB +[2025-12-25 11:26:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][770/1573] eta 0:05:43 lr 0.000001 time 0.4161 (0.4277) loss 1330.2593 (1311.4422) grad_norm 284.1234 (207.0191) embed_mse 1329.1643 (1310.3473) mask_bce 0.2313 (0.2483) mask_dice 0.8637 (0.8466) mem 21940MB +[2025-12-25 11:26:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][780/1573] eta 0:05:39 lr 0.000001 time 0.4152 (0.4276) loss 1295.1102 (1311.5999) grad_norm 163.9722 (206.5753) embed_mse 1294.0092 (1310.5051) mask_bce 0.2365 (0.2482) mask_dice 0.8647 (0.8466) mem 21940MB +[2025-12-25 11:26:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][790/1573] eta 0:05:34 lr 0.000001 time 0.4152 (0.4275) loss 1289.2070 (1311.3707) grad_norm 204.3606 (206.5527) embed_mse 1288.1337 (1310.2760) mask_bce 0.2459 (0.2481) mask_dice 0.8275 (0.8467) mem 21940MB +[2025-12-25 11:26:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][800/1573] eta 0:05:30 lr 0.000001 time 0.4162 (0.4273) loss 1279.4910 (1311.3481) grad_norm 180.9568 (206.1223) embed_mse 1278.4059 (1310.2533) mask_bce 0.2469 (0.2481) mask_dice 0.8383 (0.8467) mem 21940MB +[2025-12-25 11:26:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][810/1573] eta 0:05:25 lr 0.000001 time 0.4162 (0.4272) loss 1261.1625 (1311.0986) grad_norm 230.1680 (206.3604) embed_mse 1260.0564 (1310.0037) mask_bce 0.2654 (0.2482) mask_dice 0.8407 (0.8467) mem 21940MB +[2025-12-25 11:26:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][820/1573] eta 0:05:21 lr 0.000001 time 0.4190 (0.4271) loss 1362.8317 (1311.0602) grad_norm 213.5114 (206.4305) embed_mse 1361.7218 (1309.9654) mask_bce 0.2864 (0.2481) mask_dice 0.8235 (0.8467) mem 21940MB +[2025-12-25 11:26:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][830/1573] eta 0:05:17 lr 0.000001 time 0.4189 (0.4271) loss 1336.4985 (1311.0277) grad_norm 281.8281 (207.1625) embed_mse 1335.1224 (1309.9326) mask_bce 0.4886 (0.2484) mask_dice 0.8876 (0.8468) mem 21940MB +[2025-12-25 11:26:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][840/1573] eta 0:05:12 lr 0.000001 time 0.4176 (0.4270) loss 1305.6804 (1311.0712) grad_norm 141.0150 (206.3020) embed_mse 1304.6238 (1309.9761) mask_bce 0.2027 (0.2483) mask_dice 0.8540 (0.8468) mem 21940MB +[2025-12-25 11:26:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][850/1573] eta 0:05:08 lr 0.000001 time 0.4174 (0.4269) loss 1334.2880 (1310.9831) grad_norm 171.9031 (205.9774) embed_mse 1333.2108 (1309.8882) mask_bce 0.2248 (0.2482) mask_dice 0.8523 (0.8467) mem 21940MB +[2025-12-25 11:26:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][860/1573] eta 0:05:04 lr 0.000001 time 0.4190 (0.4268) loss 1279.1815 (1310.9808) grad_norm 191.6824 (205.8438) embed_mse 1278.1233 (1309.8859) mask_bce 0.2098 (0.2482) mask_dice 0.8486 (0.8467) mem 21940MB +[2025-12-25 11:27:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][870/1573] eta 0:04:59 lr 0.000001 time 0.4175 (0.4267) loss 1292.1224 (1310.9415) grad_norm 165.7702 (205.4728) embed_mse 1291.0598 (1309.8466) mask_bce 0.2170 (0.2482) mask_dice 0.8457 (0.8468) mem 21940MB +[2025-12-25 11:27:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][880/1573] eta 0:04:55 lr 0.000001 time 0.4163 (0.4266) loss 1360.3396 (1311.1760) grad_norm 279.1149 (205.8563) embed_mse 1359.2565 (1310.0811) mask_bce 0.2472 (0.2481) mask_dice 0.8359 (0.8467) mem 21940MB +[2025-12-25 11:27:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][890/1573] eta 0:04:51 lr 0.000001 time 0.4171 (0.4266) loss 1358.7699 (1311.1155) grad_norm 167.6699 (205.5123) embed_mse 1357.6865 (1310.0207) mask_bce 0.2129 (0.2479) mask_dice 0.8704 (0.8468) mem 21940MB +[2025-12-25 11:27:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][900/1573] eta 0:04:47 lr 0.000001 time 0.4271 (0.4265) loss 1371.9938 (1311.1974) grad_norm 198.5210 (205.4499) embed_mse 1370.8842 (1310.1026) mask_bce 0.2815 (0.2480) mask_dice 0.8281 (0.8469) mem 21940MB +[2025-12-25 11:27:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][910/1573] eta 0:04:42 lr 0.000001 time 0.4193 (0.4264) loss 1301.7866 (1311.0088) grad_norm 179.5273 (205.2205) embed_mse 1300.6777 (1309.9139) mask_bce 0.2713 (0.2482) mask_dice 0.8377 (0.8467) mem 21940MB +[2025-12-25 11:27:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][920/1573] eta 0:04:38 lr 0.000001 time 0.4176 (0.4264) loss 1213.2245 (1310.8021) grad_norm 199.0494 (205.3034) embed_mse 1212.1141 (1309.7073) mask_bce 0.2517 (0.2480) mask_dice 0.8586 (0.8468) mem 21940MB +[2025-12-25 11:27:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][930/1573] eta 0:04:34 lr 0.000001 time 0.4175 (0.4263) loss 1240.2468 (1310.7138) grad_norm 190.5280 (205.1761) embed_mse 1239.1575 (1309.6189) mask_bce 0.2687 (0.2481) mask_dice 0.8206 (0.8468) mem 21940MB +[2025-12-25 11:27:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][940/1573] eta 0:04:29 lr 0.000001 time 0.4190 (0.4262) loss 1325.6313 (1310.7276) grad_norm 159.1286 (204.7825) embed_mse 1324.5336 (1309.6327) mask_bce 0.2559 (0.2481) mask_dice 0.8419 (0.8467) mem 21940MB +[2025-12-25 11:27:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][950/1573] eta 0:04:25 lr 0.000001 time 0.4215 (0.4261) loss 1339.5472 (1310.6172) grad_norm 157.9685 (204.3858) embed_mse 1338.4623 (1309.5221) mask_bce 0.2341 (0.2484) mask_dice 0.8509 (0.8467) mem 21940MB +[2025-12-25 11:27:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][960/1573] eta 0:04:21 lr 0.000001 time 0.4167 (0.4261) loss 1303.6547 (1310.5165) grad_norm 242.0977 (204.6337) embed_mse 1302.5908 (1309.4216) mask_bce 0.2076 (0.2481) mask_dice 0.8563 (0.8467) mem 21940MB +[2025-12-25 11:27:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][970/1573] eta 0:04:16 lr 0.000001 time 0.4174 (0.4260) loss 1317.5482 (1310.3720) grad_norm 167.0599 (204.3232) embed_mse 1316.4081 (1309.2772) mask_bce 0.2514 (0.2481) mask_dice 0.8887 (0.8467) mem 21940MB +[2025-12-25 11:27:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][980/1573] eta 0:04:12 lr 0.000001 time 0.4155 (0.4259) loss 1348.1355 (1310.5026) grad_norm 164.0697 (203.9933) embed_mse 1347.0394 (1309.4077) mask_bce 0.2577 (0.2482) mask_dice 0.8383 (0.8467) mem 21940MB +[2025-12-25 11:27:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][990/1573] eta 0:04:08 lr 0.000001 time 0.4174 (0.4258) loss 1247.4939 (1310.1178) grad_norm 217.3775 (204.1021) embed_mse 1246.3328 (1309.0229) mask_bce 0.3164 (0.2483) mask_dice 0.8448 (0.8466) mem 21940MB +[2025-12-25 11:27:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1000/1573] eta 0:04:03 lr 0.000001 time 0.4162 (0.4258) loss 1330.2809 (1310.2265) grad_norm 134.2262 (204.3610) embed_mse 1329.1418 (1309.1315) mask_bce 0.3008 (0.2484) mask_dice 0.8383 (0.8466) mem 21940MB +[2025-12-25 11:28:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1010/1573] eta 0:03:59 lr 0.000001 time 0.4161 (0.4257) loss 1264.4927 (1310.2444) grad_norm 280.2566 (204.9633) embed_mse 1263.4127 (1309.1493) mask_bce 0.2691 (0.2485) mask_dice 0.8109 (0.8466) mem 21940MB +[2025-12-25 11:28:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1020/1573] eta 0:03:55 lr 0.000001 time 0.4175 (0.4256) loss 1337.5035 (1310.3782) grad_norm 162.9088 (204.6322) embed_mse 1336.4105 (1309.2829) mask_bce 0.2479 (0.2488) mask_dice 0.8451 (0.8466) mem 21940MB +[2025-12-25 11:28:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1030/1573] eta 0:03:51 lr 0.000001 time 0.4187 (0.4256) loss 1356.5500 (1310.3926) grad_norm 281.3601 (205.2316) embed_mse 1355.4487 (1309.2972) mask_bce 0.2635 (0.2489) mask_dice 0.8379 (0.8465) mem 21940MB +[2025-12-25 11:28:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1040/1573] eta 0:03:46 lr 0.000001 time 0.4169 (0.4255) loss 1299.0872 (1310.1706) grad_norm 203.7982 (205.1393) embed_mse 1298.0066 (1309.0752) mask_bce 0.2208 (0.2489) mask_dice 0.8598 (0.8465) mem 21940MB +[2025-12-25 11:28:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1050/1573] eta 0:03:42 lr 0.000001 time 0.4175 (0.4255) loss 1311.6429 (1310.2638) grad_norm 203.5590 (205.1273) embed_mse 1310.5527 (1309.1683) mask_bce 0.2338 (0.2489) mask_dice 0.8564 (0.8465) mem 21940MB +[2025-12-25 11:28:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1060/1573] eta 0:03:38 lr 0.000001 time 0.4159 (0.4254) loss 1327.8810 (1310.3523) grad_norm 202.9982 (205.1112) embed_mse 1326.7775 (1309.2568) mask_bce 0.2657 (0.2490) mask_dice 0.8378 (0.8465) mem 21940MB +[2025-12-25 11:28:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1070/1573] eta 0:03:33 lr 0.000001 time 0.4180 (0.4253) loss 1364.1744 (1310.2998) grad_norm 253.2378 (205.4730) embed_mse 1363.0530 (1309.2043) mask_bce 0.2866 (0.2489) mask_dice 0.8348 (0.8465) mem 21940MB +[2025-12-25 11:28:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1080/1573] eta 0:03:29 lr 0.000001 time 0.4176 (0.4253) loss 1322.4855 (1310.2154) grad_norm 171.4838 (205.9348) embed_mse 1321.3779 (1309.1200) mask_bce 0.2670 (0.2489) mask_dice 0.8405 (0.8465) mem 21940MB +[2025-12-25 11:28:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1090/1573] eta 0:03:25 lr 0.000001 time 0.4175 (0.4252) loss 1339.9291 (1310.3605) grad_norm 172.5924 (205.6896) embed_mse 1338.8374 (1309.2650) mask_bce 0.2342 (0.2490) mask_dice 0.8575 (0.8465) mem 21940MB +[2025-12-25 11:28:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1100/1573] eta 0:03:21 lr 0.000001 time 0.4153 (0.4251) loss 1329.3472 (1310.3823) grad_norm 252.4852 (206.0312) embed_mse 1328.2743 (1309.2869) mask_bce 0.2279 (0.2489) mask_dice 0.8450 (0.8465) mem 21940MB +[2025-12-25 11:28:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1110/1573] eta 0:03:16 lr 0.000001 time 0.4180 (0.4251) loss 1291.7510 (1310.3789) grad_norm 201.3605 (205.9973) embed_mse 1290.6566 (1309.2835) mask_bce 0.2452 (0.2489) mask_dice 0.8492 (0.8465) mem 21940MB +[2025-12-25 11:28:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1120/1573] eta 0:03:12 lr 0.000001 time 0.4170 (0.4250) loss 1376.7267 (1310.4907) grad_norm 172.8491 (205.7582) embed_mse 1375.6216 (1309.3952) mask_bce 0.2534 (0.2489) mask_dice 0.8517 (0.8466) mem 21940MB +[2025-12-25 11:28:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1130/1573] eta 0:03:08 lr 0.000001 time 0.4152 (0.4250) loss 1379.1179 (1310.6454) grad_norm 147.5240 (205.3452) embed_mse 1378.0480 (1309.5500) mask_bce 0.2202 (0.2488) mask_dice 0.8497 (0.8466) mem 21940MB +[2025-12-25 11:28:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1140/1573] eta 0:03:03 lr 0.000001 time 0.4170 (0.4249) loss 1320.2345 (1310.6565) grad_norm 163.0357 (205.0472) embed_mse 1319.1249 (1309.5610) mask_bce 0.2442 (0.2488) mask_dice 0.8654 (0.8466) mem 21940MB +[2025-12-25 11:29:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1150/1573] eta 0:02:59 lr 0.000001 time 0.4173 (0.4248) loss 1250.3403 (1310.6244) grad_norm 192.2256 (204.9576) embed_mse 1249.2424 (1309.5289) mask_bce 0.2498 (0.2489) mask_dice 0.8480 (0.8466) mem 21940MB +[2025-12-25 11:29:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1160/1573] eta 0:02:55 lr 0.000001 time 0.4276 (0.4248) loss 1316.1060 (1310.6852) grad_norm 159.0448 (204.4373) embed_mse 1315.0055 (1309.5897) mask_bce 0.2856 (0.2489) mask_dice 0.8150 (0.8466) mem 21940MB +[2025-12-25 11:29:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1170/1573] eta 0:02:51 lr 0.000001 time 0.4177 (0.4247) loss 1279.7759 (1310.7484) grad_norm 169.9636 (204.2012) embed_mse 1278.6705 (1309.6530) mask_bce 0.2862 (0.2488) mask_dice 0.8192 (0.8466) mem 21940MB +[2025-12-25 11:29:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1180/1573] eta 0:02:46 lr 0.000001 time 0.4169 (0.4247) loss 1367.8997 (1310.9657) grad_norm 241.6584 (204.4560) embed_mse 1366.7965 (1309.8702) mask_bce 0.2560 (0.2489) mask_dice 0.8472 (0.8466) mem 21940MB +[2025-12-25 11:29:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1190/1573] eta 0:02:42 lr 0.000001 time 0.4173 (0.4246) loss 1253.8293 (1310.7911) grad_norm 227.2749 (204.6102) embed_mse 1252.7219 (1309.6957) mask_bce 0.2808 (0.2488) mask_dice 0.8267 (0.8466) mem 21940MB +[2025-12-25 11:29:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1200/1573] eta 0:02:38 lr 0.000001 time 0.4156 (0.4246) loss 1257.9565 (1310.6684) grad_norm 153.0490 (204.5143) embed_mse 1256.8711 (1309.5731) mask_bce 0.2245 (0.2488) mask_dice 0.8610 (0.8465) mem 21940MB +[2025-12-25 11:29:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1210/1573] eta 0:02:34 lr 0.000001 time 0.4151 (0.4245) loss 1259.2596 (1310.5359) grad_norm 161.8353 (204.2316) embed_mse 1258.1475 (1309.4405) mask_bce 0.2565 (0.2488) mask_dice 0.8557 (0.8465) mem 21940MB +[2025-12-25 11:29:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1220/1573] eta 0:02:29 lr 0.000001 time 0.4191 (0.4245) loss 1325.6372 (1310.4509) grad_norm 284.0505 (204.7567) embed_mse 1324.5432 (1309.3555) mask_bce 0.2293 (0.2488) mask_dice 0.8647 (0.8465) mem 21940MB +[2025-12-25 11:29:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1230/1573] eta 0:02:25 lr 0.000001 time 0.4150 (0.4244) loss 1375.1479 (1310.7558) grad_norm 273.7676 (205.2078) embed_mse 1374.0624 (1309.6604) mask_bce 0.2288 (0.2489) mask_dice 0.8568 (0.8466) mem 21940MB +[2025-12-25 11:29:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1240/1573] eta 0:02:21 lr 0.000001 time 0.4153 (0.4243) loss 1286.0459 (1310.6527) grad_norm 175.1009 (206.2698) embed_mse 1284.9678 (1309.5573) mask_bce 0.2338 (0.2489) mask_dice 0.8443 (0.8465) mem 21940MB +[2025-12-25 11:29:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1250/1573] eta 0:02:17 lr 0.000001 time 0.4144 (0.4243) loss 1338.5796 (1310.7199) grad_norm 202.1765 (206.2435) embed_mse 1337.4956 (1309.6246) mask_bce 0.2259 (0.2488) mask_dice 0.8580 (0.8465) mem 21940MB +[2025-12-25 11:29:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1260/1573] eta 0:02:12 lr 0.000001 time 0.4153 (0.4242) loss 1265.6056 (1310.7210) grad_norm 199.5489 (206.2009) embed_mse 1264.5010 (1309.6256) mask_bce 0.2642 (0.2490) mask_dice 0.8405 (0.8464) mem 21940MB +[2025-12-25 11:29:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1270/1573] eta 0:02:08 lr 0.000001 time 0.4160 (0.4242) loss 1313.6627 (1310.7995) grad_norm 182.8489 (206.0531) embed_mse 1312.5724 (1309.7041) mask_bce 0.2364 (0.2490) mask_dice 0.8538 (0.8465) mem 21940MB +[2025-12-25 11:29:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1280/1573] eta 0:02:04 lr 0.000001 time 0.4170 (0.4241) loss 1292.8633 (1310.8522) grad_norm 233.6174 (206.0518) embed_mse 1291.7736 (1309.7566) mask_bce 0.2299 (0.2491) mask_dice 0.8599 (0.8465) mem 21940MB +[2025-12-25 11:29:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1290/1573] eta 0:02:00 lr 0.000001 time 0.4152 (0.4241) loss 1296.3267 (1310.8065) grad_norm 154.5168 (205.7317) embed_mse 1295.2487 (1309.7110) mask_bce 0.2325 (0.2491) mask_dice 0.8454 (0.8464) mem 21940MB +[2025-12-25 11:30:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1300/1573] eta 0:01:55 lr 0.000001 time 0.4167 (0.4240) loss 1337.7427 (1310.9318) grad_norm 194.0561 (205.6597) embed_mse 1336.6575 (1309.8363) mask_bce 0.2446 (0.2491) mask_dice 0.8406 (0.8464) mem 21940MB +[2025-12-25 11:30:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1310/1573] eta 0:01:51 lr 0.000001 time 0.4162 (0.4239) loss 1277.2601 (1310.8703) grad_norm 166.2654 (205.4180) embed_mse 1276.1665 (1309.7747) mask_bce 0.2585 (0.2492) mask_dice 0.8351 (0.8464) mem 21940MB +[2025-12-25 11:30:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1320/1573] eta 0:01:47 lr 0.000001 time 0.4154 (0.4239) loss 1326.7679 (1310.9693) grad_norm 150.0929 (205.0193) embed_mse 1325.6860 (1309.8737) mask_bce 0.2347 (0.2492) mask_dice 0.8473 (0.8464) mem 21940MB +[2025-12-25 11:30:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1330/1573] eta 0:01:43 lr 0.000001 time 0.4209 (0.4239) loss 1314.4338 (1310.9254) grad_norm 217.8868 (205.0968) embed_mse 1313.3163 (1309.8297) mask_bce 0.2583 (0.2493) mask_dice 0.8592 (0.8464) mem 21940MB +[2025-12-25 11:30:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1340/1573] eta 0:01:38 lr 0.000001 time 0.4181 (0.4239) loss 1320.2339 (1310.9995) grad_norm 288.7381 (205.5977) embed_mse 1319.1283 (1309.9038) mask_bce 0.2410 (0.2493) mask_dice 0.8646 (0.8465) mem 21940MB +[2025-12-25 11:30:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1350/1573] eta 0:01:34 lr 0.000001 time 0.4195 (0.4238) loss 1350.8181 (1310.9676) grad_norm 234.9310 (205.7723) embed_mse 1349.7017 (1309.8717) mask_bce 0.2788 (0.2494) mask_dice 0.8376 (0.8465) mem 21940MB +[2025-12-25 11:30:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1360/1573] eta 0:01:30 lr 0.000001 time 0.4176 (0.4238) loss 1326.3226 (1310.9940) grad_norm 185.2076 (205.5275) embed_mse 1325.1300 (1309.8981) mask_bce 0.3396 (0.2495) mask_dice 0.8530 (0.8465) mem 21940MB +[2025-12-25 11:30:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1370/1573] eta 0:01:26 lr 0.000001 time 0.4229 (0.4238) loss 1338.6993 (1311.1035) grad_norm 161.2475 (205.2686) embed_mse 1337.5944 (1310.0076) mask_bce 0.2696 (0.2494) mask_dice 0.8353 (0.8465) mem 21940MB +[2025-12-25 11:30:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1380/1573] eta 0:01:21 lr 0.000001 time 0.4209 (0.4237) loss 1322.3911 (1311.1509) grad_norm 212.1201 (205.3084) embed_mse 1321.3140 (1310.0549) mask_bce 0.2160 (0.2495) mask_dice 0.8611 (0.8465) mem 21940MB +[2025-12-25 11:30:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1390/1573] eta 0:01:17 lr 0.000001 time 0.4175 (0.4237) loss 1299.7837 (1311.0473) grad_norm 171.5192 (205.1131) embed_mse 1298.6461 (1309.9513) mask_bce 0.2810 (0.2495) mask_dice 0.8565 (0.8465) mem 21940MB +[2025-12-25 11:30:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1400/1573] eta 0:01:13 lr 0.000001 time 0.4166 (0.4237) loss 1317.7419 (1310.9352) grad_norm 149.8388 (204.5627) embed_mse 1316.6343 (1309.8392) mask_bce 0.2771 (0.2495) mask_dice 0.8306 (0.8465) mem 21940MB +[2025-12-25 11:30:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1410/1573] eta 0:01:09 lr 0.000001 time 0.4168 (0.4237) loss 1253.8561 (1310.8616) grad_norm 168.6837 (204.3588) embed_mse 1252.7943 (1309.7656) mask_bce 0.2231 (0.2495) mask_dice 0.8387 (0.8464) mem 21940MB +[2025-12-25 11:30:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1420/1573] eta 0:01:04 lr 0.000001 time 0.4180 (0.4236) loss 1221.8844 (1310.7331) grad_norm 147.3155 (204.0366) embed_mse 1220.8286 (1309.6371) mask_bce 0.1877 (0.2495) mask_dice 0.8681 (0.8464) mem 21940MB +[2025-12-25 11:30:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1430/1573] eta 0:01:00 lr 0.000001 time 0.4157 (0.4236) loss 1251.8674 (1310.5401) grad_norm 170.6183 (203.8488) embed_mse 1250.7916 (1309.4442) mask_bce 0.2170 (0.2494) mask_dice 0.8587 (0.8464) mem 21940MB +[2025-12-25 11:31:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1440/1573] eta 0:00:56 lr 0.000001 time 0.4155 (0.4235) loss 1271.8680 (1310.4820) grad_norm 183.8908 (203.6767) embed_mse 1270.7750 (1309.3861) mask_bce 0.2306 (0.2495) mask_dice 0.8625 (0.8464) mem 21940MB +[2025-12-25 11:31:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1450/1573] eta 0:00:52 lr 0.000001 time 0.4154 (0.4235) loss 1297.7128 (1310.4140) grad_norm 171.9576 (203.5014) embed_mse 1296.6082 (1309.3182) mask_bce 0.2743 (0.2495) mask_dice 0.8303 (0.8464) mem 21940MB +[2025-12-25 11:31:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1460/1573] eta 0:00:47 lr 0.000001 time 0.4168 (0.4235) loss 1308.4227 (1310.3772) grad_norm 187.3070 (203.4125) embed_mse 1307.3232 (1309.2813) mask_bce 0.2526 (0.2495) mask_dice 0.8469 (0.8463) mem 21940MB +[2025-12-25 11:31:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1470/1573] eta 0:00:43 lr 0.000001 time 0.4169 (0.4234) loss 1329.3782 (1310.3792) grad_norm 148.0660 (203.1100) embed_mse 1328.2737 (1309.2833) mask_bce 0.2775 (0.2496) mask_dice 0.8270 (0.8463) mem 21940MB +[2025-12-25 11:31:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1480/1573] eta 0:00:39 lr 0.000001 time 0.4168 (0.4234) loss 1341.8090 (1310.4675) grad_norm 239.9550 (203.1766) embed_mse 1340.7162 (1309.3715) mask_bce 0.2549 (0.2496) mask_dice 0.8379 (0.8463) mem 21940MB +[2025-12-25 11:31:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1490/1573] eta 0:00:35 lr 0.000001 time 0.4209 (0.4234) loss 1345.4292 (1310.5908) grad_norm 196.3485 (203.1398) embed_mse 1344.2979 (1309.4949) mask_bce 0.3012 (0.2497) mask_dice 0.8302 (0.8463) mem 21940MB +[2025-12-25 11:31:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1500/1573] eta 0:00:30 lr 0.000001 time 0.4182 (0.4234) loss 1325.0962 (1310.6071) grad_norm 194.4739 (203.0935) embed_mse 1323.9918 (1309.5111) mask_bce 0.2720 (0.2498) mask_dice 0.8324 (0.8462) mem 21940MB +[2025-12-25 11:31:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1510/1573] eta 0:00:26 lr 0.000001 time 0.4180 (0.4233) loss 1355.2167 (1310.6360) grad_norm 228.3387 (203.2278) embed_mse 1354.1128 (1309.5399) mask_bce 0.2560 (0.2498) mask_dice 0.8479 (0.8462) mem 21940MB +[2025-12-25 11:31:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1520/1573] eta 0:00:22 lr 0.000001 time 0.4170 (0.4233) loss 1298.1261 (1310.6596) grad_norm 206.6409 (204.0747) embed_mse 1297.0087 (1309.5636) mask_bce 0.2872 (0.2498) mask_dice 0.8302 (0.8462) mem 21940MB +[2025-12-25 11:31:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1530/1573] eta 0:00:18 lr 0.000001 time 0.4188 (0.4234) loss 1318.0557 (1310.7540) grad_norm 158.6317 (203.8367) embed_mse 1316.9371 (1309.6579) mask_bce 0.2702 (0.2499) mask_dice 0.8484 (0.8462) mem 21940MB +[2025-12-25 11:31:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1540/1573] eta 0:00:13 lr 0.000001 time 0.4174 (0.4233) loss 1326.2483 (1310.7261) grad_norm 225.8153 (203.9512) embed_mse 1325.1664 (1309.6301) mask_bce 0.2257 (0.2497) mask_dice 0.8562 (0.8462) mem 21940MB +[2025-12-25 11:31:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1550/1573] eta 0:00:09 lr 0.000001 time 0.4192 (0.4233) loss 1296.1842 (1310.5681) grad_norm 223.9395 (204.0548) embed_mse 1295.1124 (1309.4721) mask_bce 0.2174 (0.2497) mask_dice 0.8544 (0.8462) mem 21940MB +[2025-12-25 11:31:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1560/1573] eta 0:00:05 lr 0.000001 time 0.4101 (0.4233) loss 1295.9176 (1310.6581) grad_norm 181.6015 (204.1259) embed_mse 1294.8381 (1309.5622) mask_bce 0.2483 (0.2497) mask_dice 0.8311 (0.8462) mem 21940MB +[2025-12-25 11:31:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1570/1573] eta 0:00:01 lr 0.000001 time 0.4136 (0.4232) loss 1255.7678 (1310.6694) grad_norm 128.6915 (203.7410) embed_mse 1254.6935 (1309.5734) mask_bce 0.2136 (0.2497) mask_dice 0.8607 (0.8462) mem 21940MB +[2025-12-25 11:31:57 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 29 training takes 0:11:06 +[2025-12-25 11:31:57 geometry_finetune_default] (utils.py 296): INFO output_geometry_finetune/es_rv_m/ckpt_epoch_29.pth saving...... +[2025-12-25 11:32:18 geometry_finetune_default] (utils.py 298): INFO output_geometry_finetune/es_rv_m/ckpt_epoch_29.pth saved !!! +[2025-12-25 11:32:18 geometry_finetune_default] (train_geometry_finetune.py 217): INFO Training completed in 12:52:55