diff --git "a/log_rank4.txt" "b/log_rank4.txt" new file mode 100644--- /dev/null +++ "b/log_rank4.txt" @@ -0,0 +1,4793 @@ +[2025-12-24 22:38:58 geometry_finetune_default] (train_geometry_finetune.py 124): INFO Building data loaders... +[2025-12-24 22:38:59 geometry_finetune_default] (train_geometry_finetune.py 126): INFO Training samples: 100674 +[2025-12-24 22:38:59 geometry_finetune_default] (train_geometry_finetune.py 129): INFO Building model (DUAL-PATH: embedding + mask distillation)... +[2025-12-24 22:39:09 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, 0:11:15 lr 0.000000 time 110.2834 (110.2834) loss 1251.6366 (1251.6366) grad_norm 0.0000 (0.0000) embed_mse 1249.8558 (1249.8558) mask_bce 0.7923 (0.7923) mask_dice 0.9884 (0.9884) mem 21941MB +[2025-12-24 22:41:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][10/1573] eta 4:56:14 lr 0.000000 time 0.4176 (11.3720) loss 1387.2120 (1344.8459) grad_norm nan (nan) embed_mse 1385.6538 (1342.9496) mask_bce 0.5747 (0.9145) mask_dice 0.9835 (0.9818) mem 21941MB +[2025-12-24 22:41:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][20/1573] eta 2:48:11 lr 0.000000 time 0.7006 (6.4978) loss 1317.1227 (1313.2416) grad_norm nan (nan) embed_mse 1314.6637 (1311.3549) mask_bce 1.4686 (0.9043) mask_dice 0.9904 (0.9825) mem 21941MB +[2025-12-24 22:42:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][30/1573] eta 2:22:45 lr 0.000000 time 0.4077 (5.5512) loss 1282.1538 (1312.5492) grad_norm nan (nan) embed_mse 1279.6056 (1310.6722) mask_bce 1.5571 (0.8936) mask_dice 0.9911 (0.9834) mem 21941MB +[2025-12-24 22:43:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][40/1573] eta 2:16:58 lr 0.000001 time 12.9972 (5.3609) loss 1306.1804 (1309.8116) grad_norm inf (nan) embed_mse 1304.5437 (1307.9487) mask_bce 0.6485 (0.8801) mask_dice 0.9882 (0.9829) mem 21941MB +[2025-12-24 22:43:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][50/1573] eta 2:10:16 lr 0.000001 time 9.2508 (5.1325) loss 1357.8676 (1314.5626) grad_norm 351.5161 (nan) embed_mse 1355.5686 (1312.6928) mask_bce 1.3086 (0.8864) mask_dice 0.9903 (0.9834) mem 21941MB +[2025-12-24 22:44:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][60/1573] eta 2:01:29 lr 0.000001 time 3.4843 (4.8179) loss 1389.4854 (1318.4832) grad_norm 249.0730 (nan) embed_mse 1387.3458 (1316.5897) mask_bce 1.1642 (0.9098) mask_dice 0.9754 (0.9837) mem 21941MB +[2025-12-24 22:44:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][70/1573] eta 1:54:04 lr 0.000001 time 0.4067 (4.5538) loss 1326.7323 (1323.2227) grad_norm 384.9403 (nan) embed_mse 1325.1111 (1321.3397) mask_bce 0.6380 (0.8999) mask_dice 0.9832 (0.9830) mem 21941MB +[2025-12-24 22:45:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][80/1573] eta 1:52:23 lr 0.000001 time 14.5368 (4.5168) loss 1294.0967 (1324.0169) grad_norm 231.0295 (nan) embed_mse 1292.4360 (1322.1474) mask_bce 0.6704 (0.8863) mask_dice 0.9903 (0.9832) mem 21941MB +[2025-12-24 22:46:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][90/1573] eta 1:49:10 lr 0.000001 time 10.8622 (4.4173) loss 1315.2103 (1323.2301) grad_norm 247.4595 (nan) embed_mse 1313.5397 (1321.3742) mask_bce 0.6793 (0.8727) mask_dice 0.9913 (0.9832) mem 21941MB +[2025-12-24 22:46:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][100/1573] eta 1:46:25 lr 0.000002 time 0.4324 (4.3354) loss 1256.7080 (1320.3755) grad_norm 258.1473 (nan) embed_mse 1254.9515 (1318.5370) mask_bce 0.7749 (0.8555) mask_dice 0.9815 (0.9829) mem 21941MB +[2025-12-24 22:47:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][110/1573] eta 1:42:38 lr 0.000002 time 0.4091 (4.2095) loss 1311.7125 (1319.8790) grad_norm 220.7620 (nan) embed_mse 1310.1112 (1318.0614) mask_bce 0.6206 (0.8352) mask_dice 0.9807 (0.9823) mem 21941MB +[2025-12-24 22:47:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][120/1573] eta 1:41:47 lr 0.000002 time 11.5283 (4.2035) loss 1319.3667 (1319.7046) grad_norm 245.7185 (nan) embed_mse 1317.5891 (1317.8930) mask_bce 0.8098 (0.8296) mask_dice 0.9677 (0.9820) mem 21941MB +[2025-12-24 22:48:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][130/1573] eta 1:39:39 lr 0.000002 time 1.5436 (4.1440) loss 1305.5869 (1318.8080) grad_norm 299.4935 (nan) embed_mse 1303.9657 (1317.0056) mask_bce 0.6438 (0.8210) mask_dice 0.9774 (0.9815) mem 21941MB +[2025-12-24 22:48:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][140/1573] eta 1:37:46 lr 0.000002 time 0.4101 (4.0937) loss 1244.0426 (1318.0419) grad_norm 236.2172 (nan) embed_mse 1242.6409 (1316.2560) mask_bce 0.4231 (0.8048) mask_dice 0.9786 (0.9811) mem 21941MB +[2025-12-24 22:49:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][150/1573] eta 1:35:32 lr 0.000002 time 0.4097 (4.0287) loss 1369.4874 (1317.0690) grad_norm 241.2133 (nan) embed_mse 1368.0114 (1315.2976) mask_bce 0.5047 (0.7913) mask_dice 0.9714 (0.9802) mem 21941MB +[2025-12-24 22:50:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][160/1573] eta 1:36:24 lr 0.000003 time 19.8563 (4.0936) loss 1253.0894 (1316.0201) grad_norm 185.5600 (nan) embed_mse 1251.5767 (1314.2646) mask_bce 0.5452 (0.7761) mask_dice 0.9674 (0.9793) mem 21941MB +[2025-12-24 22:50:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][170/1573] eta 1:33:59 lr 0.000003 time 0.4085 (4.0197) loss 1280.7659 (1315.4328) grad_norm 256.6811 (nan) embed_mse 1279.2235 (1313.6885) mask_bce 0.5968 (0.7659) mask_dice 0.9456 (0.9784) mem 21941MB +[2025-12-24 22:51:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][180/1573] eta 1:33:12 lr 0.000003 time 0.4070 (4.0144) loss 1338.0040 (1315.7963) grad_norm 160.2549 (nan) embed_mse 1336.6152 (1314.0661) mask_bce 0.4209 (0.7528) mask_dice 0.9678 (0.9774) mem 21941MB +[2025-12-24 22:51:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][190/1573] eta 1:31:08 lr 0.000003 time 0.4073 (3.9542) loss 1267.6372 (1315.3303) grad_norm 287.8672 (nan) embed_mse 1266.3350 (1313.6159) mask_bce 0.3483 (0.7383) mask_dice 0.9540 (0.9761) mem 21941MB +[2025-12-24 22:52:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][200/1573] eta 1:30:24 lr 0.000003 time 6.3438 (3.9506) loss 1289.0378 (1315.4591) grad_norm 213.5136 (nan) embed_mse 1287.4913 (1313.7595) mask_bce 0.5941 (0.7250) mask_dice 0.9523 (0.9746) mem 21941MB +[2025-12-24 22:53:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][210/1573] eta 1:31:46 lr 0.000003 time 31.6895 (4.0401) loss 1352.6072 (1315.6998) grad_norm 336.0002 (nan) embed_mse 1351.3447 (1314.0152) mask_bce 0.3564 (0.7120) mask_dice 0.9061 (0.9727) mem 21941MB +[2025-12-24 22:54:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][220/1573] eta 1:30:24 lr 0.000003 time 0.4083 (4.0096) loss 1313.0876 (1315.5258) grad_norm 244.7762 (nan) embed_mse 1311.7219 (1313.8559) mask_bce 0.4216 (0.6990) mask_dice 0.9442 (0.9709) mem 21941MB +[2025-12-24 22:54:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][230/1573] eta 1:28:51 lr 0.000004 time 0.4118 (3.9696) loss 1286.9276 (1315.3566) grad_norm 252.6826 (nan) embed_mse 1285.6134 (1313.7007) mask_bce 0.3771 (0.6867) mask_dice 0.9372 (0.9691) mem 21941MB +[2025-12-24 22:55:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][240/1573] eta 1:27:34 lr 0.000004 time 0.4095 (3.9419) loss 1340.3971 (1315.8510) grad_norm 185.2940 (nan) embed_mse 1339.1396 (1314.2097) mask_bce 0.3496 (0.6743) mask_dice 0.9079 (0.9670) mem 21941MB +[2025-12-24 22:56:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][250/1573] eta 1:28:04 lr 0.000004 time 27.5025 (3.9943) loss 1259.3052 (1314.6182) grad_norm 249.4220 (nan) embed_mse 1257.9933 (1312.9901) mask_bce 0.4127 (0.6631) mask_dice 0.8993 (0.9650) mem 21941MB +[2025-12-24 22:56:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][260/1573] eta 1:26:13 lr 0.000004 time 0.4125 (3.9402) loss 1293.9329 (1314.0103) grad_norm 197.5137 (nan) embed_mse 1292.6714 (1312.3951) mask_bce 0.3518 (0.6522) mask_dice 0.9096 (0.9629) mem 21941MB +[2025-12-24 22:57:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][270/1573] eta 1:24:58 lr 0.000004 time 0.4106 (3.9130) loss 1332.4121 (1314.6433) grad_norm 210.8460 (nan) embed_mse 1331.1456 (1313.0404) mask_bce 0.3660 (0.6421) mask_dice 0.9006 (0.9607) mem 21941MB +[2025-12-24 22:57:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][280/1573] eta 1:23:38 lr 0.000004 time 0.4103 (3.8811) loss 1262.5154 (1314.6509) grad_norm 311.9494 (nan) embed_mse 1261.3256 (1313.0610) mask_bce 0.2798 (0.6313) mask_dice 0.9100 (0.9587) mem 21941MB +[2025-12-24 22:58:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][290/1573] eta 1:23:53 lr 0.000005 time 23.9751 (3.9233) loss 1344.2502 (1314.9458) grad_norm 206.0320 (nan) embed_mse 1342.9470 (1313.3669) mask_bce 0.4223 (0.6222) mask_dice 0.8810 (0.9567) mem 21941MB +[2025-12-24 22:59:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][300/1573] eta 1:25:32 lr 0.000005 time 49.0158 (4.0319) loss 1292.4557 (1315.0784) grad_norm 170.1011 (nan) embed_mse 1291.2451 (1313.5107) mask_bce 0.3081 (0.6131) mask_dice 0.9025 (0.9546) mem 21941MB +[2025-12-24 23:00:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][310/1573] eta 1:24:08 lr 0.000005 time 0.4114 (3.9975) loss 1324.1415 (1314.7724) grad_norm 244.8487 (nan) embed_mse 1322.9275 (1313.2151) mask_bce 0.3057 (0.6045) mask_dice 0.9083 (0.9528) mem 21941MB +[2025-12-24 23:00:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][320/1573] eta 1:22:52 lr 0.000005 time 0.4082 (3.9684) loss 1317.3236 (1314.7191) grad_norm 171.9407 (nan) embed_mse 1316.0499 (1313.1711) mask_bce 0.3647 (0.5973) mask_dice 0.9090 (0.9507) mem 21941MB +[2025-12-24 23:01:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][330/1573] eta 1:21:49 lr 0.000005 time 0.4101 (3.9495) loss 1388.2952 (1314.4761) grad_norm 329.2787 (nan) embed_mse 1387.0515 (1312.9369) mask_bce 0.3504 (0.5903) mask_dice 0.8932 (0.9489) mem 21941MB +[2025-12-24 23:02:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][340/1573] eta 1:22:14 lr 0.000005 time 28.8920 (4.0020) loss 1291.7234 (1314.3388) grad_norm 269.2174 (nan) embed_mse 1290.4991 (1312.8080) mask_bce 0.3515 (0.5837) mask_dice 0.8727 (0.9471) mem 21941MB +[2025-12-24 23:02:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][350/1573] eta 1:20:37 lr 0.000005 time 0.4115 (3.9554) loss 1261.2892 (1314.1328) grad_norm 190.6250 (nan) embed_mse 1260.0908 (1312.6100) mask_bce 0.3289 (0.5774) mask_dice 0.8694 (0.9454) mem 21941MB +[2025-12-24 23:02:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][360/1573] eta 1:19:11 lr 0.000006 time 0.4104 (3.9171) loss 1274.8770 (1314.6783) grad_norm 331.2946 (nan) embed_mse 1273.6243 (1313.1638) mask_bce 0.3767 (0.5707) mask_dice 0.8759 (0.9438) mem 21941MB +[2025-12-24 23:03:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][370/1573] eta 1:18:11 lr 0.000006 time 0.4095 (3.9002) loss 1286.5570 (1314.6153) grad_norm 388.7500 (nan) embed_mse 1285.3788 (1313.1091) mask_bce 0.2936 (0.5640) mask_dice 0.8846 (0.9422) mem 21941MB +[2025-12-24 23:04:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][380/1573] eta 1:17:50 lr 0.000006 time 22.1894 (3.9149) loss 1381.8696 (1314.8077) grad_norm 260.7387 (nan) embed_mse 1380.6611 (1313.3092) mask_bce 0.3043 (0.5576) mask_dice 0.9042 (0.9409) mem 21941MB +[2025-12-24 23:04:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][390/1573] eta 1:16:34 lr 0.000006 time 0.4110 (3.8841) loss 1323.2924 (1314.8971) grad_norm 205.9392 (nan) embed_mse 1321.9016 (1313.4051) mask_bce 0.4996 (0.5520) mask_dice 0.8911 (0.9399) mem 21941MB +[2025-12-24 23:05:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][400/1573] eta 1:15:16 lr 0.000006 time 0.4090 (3.8505) loss 1334.6945 (1314.7586) grad_norm 221.1188 (nan) embed_mse 1333.3042 (1313.2734) mask_bce 0.4823 (0.5468) mask_dice 0.9080 (0.9385) mem 21941MB +[2025-12-24 23:05:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][410/1573] eta 1:14:11 lr 0.000006 time 0.4081 (3.8276) loss 1321.2133 (1314.6875) grad_norm 188.9399 (nan) embed_mse 1319.9476 (1313.2090) mask_bce 0.3673 (0.5410) mask_dice 0.8983 (0.9375) mem 21941MB +[2025-12-24 23:06:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][420/1573] eta 1:14:17 lr 0.000007 time 23.6059 (3.8659) loss 1295.2010 (1314.7106) grad_norm 196.5576 (nan) embed_mse 1294.0227 (1313.2383) mask_bce 0.2920 (0.5361) mask_dice 0.8864 (0.9362) mem 21941MB +[2025-12-24 23:07:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][430/1573] eta 1:13:24 lr 0.000007 time 0.4107 (3.8534) loss 1273.2114 (1314.1664) grad_norm 276.7155 (nan) embed_mse 1272.0039 (1312.6997) mask_bce 0.3405 (0.5317) mask_dice 0.8670 (0.9350) mem 21941MB +[2025-12-24 23:07:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][440/1573] eta 1:12:11 lr 0.000007 time 0.4090 (3.8229) loss 1269.3678 (1314.0878) grad_norm 197.6216 (nan) embed_mse 1268.1936 (1312.6269) mask_bce 0.2839 (0.5271) mask_dice 0.8903 (0.9338) mem 21941MB +[2025-12-24 23:07:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][450/1573] eta 1:11:11 lr 0.000007 time 0.4087 (3.8034) loss 1246.1696 (1313.8511) grad_norm 235.9798 (nan) embed_mse 1244.9551 (1312.3953) mask_bce 0.3629 (0.5234) mask_dice 0.8516 (0.9325) mem 21941MB +[2025-12-24 23:08:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][460/1573] eta 1:11:11 lr 0.000007 time 26.4508 (3.8378) loss 1321.4371 (1313.8883) grad_norm 228.2456 (nan) embed_mse 1320.1963 (1312.4367) mask_bce 0.3649 (0.5202) mask_dice 0.8759 (0.9315) mem 21941MB +[2025-12-24 23:09:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][470/1573] eta 1:10:24 lr 0.000007 time 0.4104 (3.8296) loss 1259.0317 (1313.5046) grad_norm 288.9450 (nan) embed_mse 1257.6757 (1312.0576) mask_bce 0.4453 (0.5164) mask_dice 0.9108 (0.9305) mem 21941MB +[2025-12-24 23:09:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][480/1573] eta 1:09:07 lr 0.000008 time 0.4085 (3.7950) loss 1326.1786 (1313.5493) grad_norm 198.7850 (nan) embed_mse 1324.9871 (1312.1072) mask_bce 0.3122 (0.5125) mask_dice 0.8793 (0.9296) mem 21941MB +[2025-12-24 23:10:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][490/1573] eta 1:08:15 lr 0.000008 time 0.4090 (3.7819) loss 1286.5308 (1313.2126) grad_norm 222.1871 (nan) embed_mse 1285.2509 (1311.7744) mask_bce 0.4033 (0.5095) mask_dice 0.8766 (0.9287) mem 21941MB +[2025-12-24 23:10:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][500/1573] eta 1:07:43 lr 0.000008 time 15.0757 (3.7867) loss 1331.0581 (1313.0629) grad_norm 259.4456 (nan) embed_mse 1329.8804 (1311.6296) mask_bce 0.2893 (0.5053) mask_dice 0.8884 (0.9280) mem 21941MB +[2025-12-24 23:11:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][510/1573] eta 1:07:16 lr 0.000008 time 0.4127 (3.7972) loss 1283.3881 (1312.6636) grad_norm 180.5821 (nan) embed_mse 1282.2194 (1311.2353) mask_bce 0.2717 (0.5011) mask_dice 0.8970 (0.9272) mem 21941MB +[2025-12-24 23:12:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][520/1573] eta 1:06:20 lr 0.000008 time 0.4171 (3.7806) loss 1292.3588 (1313.2592) grad_norm 282.9786 (nan) embed_mse 1291.1218 (1311.8346) mask_bce 0.3333 (0.4980) mask_dice 0.9036 (0.9265) mem 21941MB +[2025-12-24 23:12:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][530/1573] eta 1:05:31 lr 0.000008 time 0.4105 (3.7698) loss 1324.6544 (1312.9991) grad_norm 323.0939 (nan) embed_mse 1323.4705 (1311.5788) mask_bce 0.2983 (0.4946) mask_dice 0.8857 (0.9257) mem 21941MB +[2025-12-24 23:13:16 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geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][670/1573] eta 0:56:27 lr 0.000011 time 0.4092 (3.7514) loss 1328.3917 (1312.5247) grad_norm 196.3996 (nan) embed_mse 1327.2133 (1311.1510) mask_bce 0.2990 (0.4574) mask_dice 0.8795 (0.9162) mem 21941MB +[2025-12-24 23:21:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][680/1573] eta 0:55:33 lr 0.000011 time 0.4074 (3.7329) loss 1298.8214 (1312.1866) grad_norm 248.2714 (nan) embed_mse 1297.5840 (1310.8155) mask_bce 0.3671 (0.4555) mask_dice 0.8703 (0.9156) mem 21941MB +[2025-12-24 23:22:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][690/1573] eta 0:54:50 lr 0.000011 time 0.4125 (3.7263) loss 1290.9353 (1312.4316) grad_norm 261.0097 (nan) embed_mse 1289.6970 (1311.0631) mask_bce 0.3715 (0.4536) mask_dice 0.8667 (0.9149) mem 21941MB +[2025-12-24 23:23:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: 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geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][800/1573] eta 0:49:48 lr 0.000013 time 0.4087 (3.8659) loss 1333.6901 (1312.9478) grad_norm inf (nan) embed_mse 1332.5698 (1311.6064) mask_bce 0.2268 (0.4320) mask_dice 0.8935 (0.9095) mem 21941MB +[2025-12-24 23:31:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][810/1573] eta 0:49:19 lr 0.000013 time 0.4095 (3.8785) loss 1277.2268 (1312.8732) grad_norm 311.0645 (nan) embed_mse 1276.0812 (1311.5337) mask_bce 0.2720 (0.4305) mask_dice 0.8736 (0.9091) mem 21941MB +[2025-12-24 23:33:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][820/1573] eta 0:49:18 lr 0.000013 time 37.0126 (3.9286) loss 1323.7448 (1312.8465) grad_norm 220.5490 (nan) embed_mse 1322.5804 (1311.5091) mask_bce 0.2898 (0.4287) mask_dice 0.8746 (0.9087) mem 21941MB +[2025-12-24 23:34:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][830/1573] eta 0:48:51 lr 0.000013 time 0.4087 (3.9450) loss 1317.1372 (1312.7937) grad_norm 362.7805 (nan) embed_mse 1315.9834 (1311.4582) mask_bce 0.2814 (0.4271) mask_dice 0.8724 (0.9083) mem 21941MB +[2025-12-24 23:34:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][840/1573] eta 0:48:14 lr 0.000013 time 0.4073 (3.9491) loss 1379.2089 (1312.6792) grad_norm 204.5419 (nan) embed_mse 1378.0251 (1311.3458) mask_bce 0.3144 (0.4254) mask_dice 0.8692 (0.9081) mem 21941MB +[2025-12-24 23:35:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][850/1573] eta 0:47:40 lr 0.000013 time 0.4068 (3.9571) loss 1325.3002 (1312.5203) grad_norm 324.4975 (nan) embed_mse 1324.1096 (1311.1888) mask_bce 0.3543 (0.4238) mask_dice 0.8363 (0.9077) mem 21941MB +[2025-12-24 23:36:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][860/1573] eta 0:47:40 lr 0.000014 time 38.8604 (4.0121) loss 1315.7816 (1312.4930) grad_norm 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(train_geometry_finetune.py 372): INFO Train: [0/30][930/1573] eta 0:43:59 lr 0.000015 time 0.4119 (4.1054) loss 1279.4835 (1312.3301) grad_norm 249.8221 (nan) embed_mse 1278.3766 (1311.0134) mask_bce 0.2069 (0.4119) mask_dice 0.9000 (0.9048) mem 21941MB +[2025-12-24 23:44:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][940/1573] eta 0:43:44 lr 0.000015 time 32.7793 (4.1465) loss 1322.9917 (1312.2960) grad_norm 185.5291 (nan) embed_mse 1321.8442 (1310.9810) mask_bce 0.2873 (0.4107) mask_dice 0.8602 (0.9044) mem 21941MB +[2025-12-24 23:44:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][950/1573] eta 0:42:58 lr 0.000015 time 0.4256 (4.1390) loss 1306.5383 (1312.4632) grad_norm 242.4097 (nan) embed_mse 1305.3746 (1311.1498) mask_bce 0.3113 (0.4093) mask_dice 0.8524 (0.9041) mem 21941MB +[2025-12-24 23:45:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][960/1573] eta 0:42:21 lr 0.000015 time 0.4079 (4.1459) loss 1293.8782 (1312.3636) grad_norm 217.4536 (nan) embed_mse 1292.7169 (1311.0518) mask_bce 0.2842 (0.4079) mask_dice 0.8770 (0.9039) mem 21941MB +[2025-12-24 23:46:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][970/1573] eta 0:41:39 lr 0.000015 time 0.4100 (4.1444) loss 1318.0428 (1312.4490) grad_norm 386.5286 (nan) embed_mse 1316.8378 (1311.1388) mask_bce 0.3735 (0.4068) mask_dice 0.8316 (0.9035) mem 21941MB +[2025-12-24 23:47:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][980/1573] eta 0:41:19 lr 0.000016 time 32.4140 (4.1814) loss 1239.1366 (1312.3776) grad_norm 153.1796 (nan) embed_mse 1238.0217 (1311.0688) mask_bce 0.2240 (0.4056) mask_dice 0.8909 (0.9032) mem 21941MB +[2025-12-24 23:48:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][990/1573] eta 0:40:39 lr 0.000016 time 0.4086 (4.1845) loss 1321.2539 (1312.4776) grad_norm 169.0379 (nan) embed_mse 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INFO Train: [0/30][1060/1573] eta 0:36:48 lr 0.000017 time 43.9975 (4.3046) loss 1306.4141 (1312.8314) grad_norm 221.8371 (nan) embed_mse 1305.2816 (1311.5343) mask_bce 0.2768 (0.3960) mask_dice 0.8557 (0.9011) mem 21941MB +[2025-12-24 23:56:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1070/1573] eta 0:36:04 lr 0.000017 time 0.4097 (4.3031) loss 1363.8627 (1312.8285) grad_norm 241.0370 (nan) embed_mse 1362.7573 (1311.5328) mask_bce 0.2160 (0.3948) mask_dice 0.8894 (0.9009) mem 21941MB +[2025-12-24 23:56:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1080/1573] eta 0:35:21 lr 0.000017 time 0.4108 (4.3029) loss 1335.5829 (1312.9566) grad_norm 201.9049 (nan) embed_mse 1334.4253 (1311.6622) mask_bce 0.2763 (0.3937) mask_dice 0.8814 (0.9006) mem 21941MB +[2025-12-24 23:57:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1090/1573] eta 0:34:45 lr 0.000017 time 0.4094 (4.3178) loss 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mask_bce 0.2768 (0.3894) mask_dice 0.8539 (0.8995) mem 21941MB +[2025-12-25 00:01:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1130/1573] eta 0:32:08 lr 0.000018 time 0.4112 (4.3538) loss 1313.7733 (1312.8684) grad_norm 195.5944 (nan) embed_mse 1312.6421 (1311.5808) mask_bce 0.2540 (0.3884) mask_dice 0.8773 (0.8992) mem 21941MB +[2025-12-25 00:02:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1140/1573] eta 0:31:38 lr 0.000018 time 37.5333 (4.3852) loss 1284.7479 (1312.7836) grad_norm 432.8325 (nan) embed_mse 1283.6251 (1311.4971) mask_bce 0.2445 (0.3875) mask_dice 0.8783 (0.8989) mem 21941MB +[2025-12-25 00:03:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1150/1573] eta 0:30:56 lr 0.000018 time 0.4091 (4.3878) loss 1305.8894 (1312.7477) grad_norm 296.4428 (nan) embed_mse 1304.7189 (1311.4621) mask_bce 0.2940 (0.3868) mask_dice 0.8766 (0.8987) mem 21941MB +[2025-12-25 00:04:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1160/1573] eta 0:30:08 lr 0.000018 time 0.4107 (4.3799) loss 1290.7631 (1312.7289) grad_norm 178.8213 (nan) embed_mse 1289.6313 (1311.4447) mask_bce 0.2480 (0.3857) mask_dice 0.8838 (0.8986) mem 21941MB +[2025-12-25 00:04:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1170/1573] eta 0:29:22 lr 0.000019 time 0.4108 (4.3729) loss 1290.5681 (1312.6528) grad_norm 322.9119 (nan) embed_mse 1289.4261 (1311.3696) mask_bce 0.2738 (0.3849) mask_dice 0.8681 (0.8984) mem 21941MB +[2025-12-25 00:05:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1180/1573] eta 0:28:48 lr 0.000019 time 33.4780 (4.3972) loss 1353.3748 (1312.6773) grad_norm 179.4837 (nan) embed_mse 1352.2356 (1311.3953) mask_bce 0.2698 (0.3839) mask_dice 0.8694 (0.8981) mem 21941MB +[2025-12-25 00:06:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: 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(1312.5071) grad_norm 165.1235 (nan) embed_mse 1313.8647 (1311.2299) mask_bce 0.3014 (0.3798) mask_dice 0.8581 (0.8974) mem 21941MB +[2025-12-25 00:09:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1230/1573] eta 0:25:08 lr 0.000019 time 0.4352 (4.3980) loss 1316.7875 (1312.5577) grad_norm 389.8330 (nan) embed_mse 1315.6335 (1311.2817) mask_bce 0.2783 (0.3788) mask_dice 0.8756 (0.8971) mem 21941MB +[2025-12-25 00:10:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1240/1573] eta 0:24:22 lr 0.000020 time 0.4172 (4.3919) loss 1359.8119 (1312.7386) grad_norm 256.5789 (nan) embed_mse 1358.7050 (1311.4637) mask_bce 0.2317 (0.3779) mask_dice 0.8752 (0.8969) mem 21941MB +[2025-12-25 00:10:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1250/1573] eta 0:23:36 lr 0.000020 time 0.4140 (4.3851) loss 1345.7980 (1312.9709) grad_norm 226.4238 (nan) embed_mse 1344.6926 (1311.6971) mask_bce 0.2148 (0.3770) mask_dice 0.8906 (0.8968) mem 21941MB +[2025-12-25 00:11:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1260/1573] eta 0:22:55 lr 0.000020 time 26.8764 (4.3932) loss 1277.1417 (1312.9307) grad_norm 182.8229 (nan) embed_mse 1276.0490 (1311.6581) mask_bce 0.2170 (0.3760) mask_dice 0.8757 (0.8966) mem 21941MB +[2025-12-25 00:12:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1270/1573] eta 0:22:09 lr 0.000020 time 0.4161 (4.3875) loss 1336.6045 (1312.9503) grad_norm 270.3877 (nan) embed_mse 1335.4835 (1311.6789) mask_bce 0.2293 (0.3750) mask_dice 0.8916 (0.8965) mem 21941MB +[2025-12-25 00:12:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1280/1573] eta 0:21:21 lr 0.000020 time 0.4150 (4.3741) loss 1313.4487 (1312.9504) grad_norm 204.9633 (nan) embed_mse 1312.3431 (1311.6800) mask_bce 0.2132 (0.3740) mask_dice 0.8924 (0.8964) mem 21941MB +[2025-12-25 00:13:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1290/1573] eta 0:20:35 lr 0.000020 time 0.4128 (4.3641) loss 1323.9951 (1312.9995) grad_norm 246.4710 (nan) embed_mse 1322.8318 (1311.7302) mask_bce 0.3055 (0.3731) mask_dice 0.8580 (0.8962) mem 21941MB +[2025-12-25 00:14:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1300/1573] eta 0:19:53 lr 0.000021 time 21.6958 (4.3730) loss 1288.8160 (1313.0196) grad_norm 199.4804 (nan) embed_mse 1287.7006 (1311.7514) mask_bce 0.2274 (0.3723) mask_dice 0.8880 (0.8959) mem 21941MB +[2025-12-25 00:14:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1310/1573] eta 0:19:07 lr 0.000021 time 0.4388 (4.3620) loss 1295.1906 (1312.9262) grad_norm 202.2747 (nan) embed_mse 1294.0719 (1311.6590) mask_bce 0.2505 (0.3715) mask_dice 0.8682 (0.8957) mem 21941MB +[2025-12-25 00:15:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: 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(1313.2786) grad_norm 177.5272 (nan) embed_mse 1276.1771 (1312.0156) mask_bce 0.2521 (0.3680) mask_dice 0.8649 (0.8951) mem 21941MB +[2025-12-25 00:17:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1360/1573] eta 0:15:23 lr 0.000022 time 0.4153 (4.3351) loss 1363.4929 (1313.4175) grad_norm 389.5732 (nan) embed_mse 1362.3823 (1312.1553) mask_bce 0.2403 (0.3673) mask_dice 0.8702 (0.8949) mem 21941MB +[2025-12-25 00:18:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1370/1573] eta 0:14:39 lr 0.000022 time 0.4381 (4.3305) loss 1321.8998 (1313.4836) grad_norm 448.9289 (nan) embed_mse 1320.8134 (1312.2224) mask_bce 0.2045 (0.3665) mask_dice 0.8819 (0.8946) mem 21941MB +[2025-12-25 00:19:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1380/1573] eta 0:13:57 lr 0.000022 time 25.7715 (4.3410) loss 1355.4069 (1313.5392) grad_norm 323.0955 (nan) embed_mse 1354.2815 (1312.2790) mask_bce 0.2641 (0.3658) mask_dice 0.8612 (0.8944) mem 21941MB +[2025-12-25 00:19:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1390/1573] eta 0:13:11 lr 0.000022 time 0.4107 (4.3234) loss 1312.7211 (1313.6180) grad_norm 262.4512 (nan) embed_mse 1311.5349 (1312.3587) mask_bce 0.3052 (0.3651) mask_dice 0.8809 (0.8943) mem 21941MB +[2025-12-25 00:20:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1400/1573] eta 0:12:27 lr 0.000022 time 0.4200 (4.3223) loss 1282.4434 (1313.5804) grad_norm 207.9743 (nan) embed_mse 1281.3098 (1312.3219) mask_bce 0.2679 (0.3644) mask_dice 0.8656 (0.8941) mem 21941MB +[2025-12-25 00:20:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1410/1573] eta 0:11:43 lr 0.000022 time 0.4136 (4.3141) loss 1305.1205 (1313.5114) grad_norm 207.2991 (nan) embed_mse 1304.0005 (1312.2539) mask_bce 0.2553 (0.3636) mask_dice 0.8648 (0.8939) mem 21941MB +[2025-12-25 00:21:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1420/1573] eta 0:10:59 lr 0.000023 time 16.8195 (4.3110) loss 1268.0049 (1313.4951) grad_norm 274.0236 (nan) embed_mse 1266.8843 (1312.2385) mask_bce 0.2470 (0.3629) mask_dice 0.8737 (0.8937) mem 21941MB +[2025-12-25 00:22:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1430/1573] eta 0:10:15 lr 0.000023 time 0.4163 (4.3056) loss 1269.3182 (1313.5936) grad_norm 396.1012 (nan) embed_mse 1268.2234 (1312.3379) mask_bce 0.2253 (0.3622) mask_dice 0.8695 (0.8935) mem 21941MB +[2025-12-25 00:22:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1440/1573] eta 0:09:31 lr 0.000023 time 0.4127 (4.2954) loss 1275.6979 (1313.7062) grad_norm 317.7082 (nan) embed_mse 1274.5997 (1312.4513) mask_bce 0.2241 (0.3615) mask_dice 0.8740 (0.8934) mem 21941MB +[2025-12-25 00:22:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: 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(1313.5160) grad_norm 176.7952 (nan) embed_mse 1325.3508 (1312.2646) mask_bce 0.2651 (0.3588) mask_dice 0.8511 (0.8927) mem 21941MB +[2025-12-25 00:25:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1490/1573] eta 0:05:54 lr 0.000024 time 0.4465 (4.2666) loss 1354.0508 (1313.4813) grad_norm 232.3885 (nan) embed_mse 1352.9037 (1312.2307) mask_bce 0.2997 (0.3581) mask_dice 0.8474 (0.8925) mem 21941MB +[2025-12-25 00:25:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1500/1573] eta 0:05:10 lr 0.000024 time 0.4261 (4.2555) loss 1273.5157 (1313.4791) grad_norm 275.3910 (nan) embed_mse 1272.4159 (1312.2293) mask_bce 0.2307 (0.3575) mask_dice 0.8692 (0.8923) mem 21941MB +[2025-12-25 00:26:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1510/1573] eta 0:04:28 lr 0.000024 time 0.4196 (4.2603) loss 1282.9937 (1313.5998) grad_norm 290.6070 (nan) embed_mse 1281.8787 (1312.3509) mask_bce 0.2478 (0.3568) mask_dice 0.8672 (0.8921) mem 21941MB +[2025-12-25 00:27:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1520/1573] eta 0:03:45 lr 0.000024 time 0.4344 (4.2491) loss 1344.5430 (1313.6014) grad_norm 375.9220 (nan) embed_mse 1343.4224 (1312.3533) mask_bce 0.2376 (0.3561) mask_dice 0.8830 (0.8920) mem 21941MB +[2025-12-25 00:27:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1530/1573] eta 0:03:02 lr 0.000024 time 0.4157 (4.2404) loss 1239.9822 (1313.6169) grad_norm 208.9279 (nan) embed_mse 1238.8805 (1312.3696) mask_bce 0.2375 (0.3555) mask_dice 0.8643 (0.8918) mem 21941MB +[2025-12-25 00:27:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1540/1573] eta 0:02:19 lr 0.000024 time 0.4174 (4.2259) loss 1349.5958 (1313.7621) grad_norm 353.3973 (nan) embed_mse 1348.4752 (1312.5155) mask_bce 0.2494 (0.3549) mask_dice 0.8713 (0.8917) mem 21941MB +[2025-12-25 00:28:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1550/1573] eta 0:01:37 lr 0.000025 time 0.4148 (4.2322) loss 1256.0560 (1313.7931) grad_norm 413.2115 (nan) embed_mse 1254.9672 (1312.5473) mask_bce 0.2091 (0.3543) mask_dice 0.8798 (0.8915) mem 21941MB +[2025-12-25 00:29:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1560/1573] eta 0:00:54 lr 0.000025 time 0.4166 (4.2275) loss 1391.2455 (1313.8853) grad_norm 474.2823 (nan) embed_mse 1390.1470 (1312.6404) mask_bce 0.2418 (0.3536) mask_dice 0.8567 (0.8913) mem 21941MB +[2025-12-25 00:29:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1570/1573] eta 0:00:12 lr 0.000025 time 0.4144 (4.2241) loss 1272.9673 (1313.9075) grad_norm 380.1161 (nan) embed_mse 1271.8549 (1312.6633) mask_bce 0.2409 (0.3530) mask_dice 0.8715 (0.8912) mem 21941MB +[2025-12-25 00:29:59 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 0 training takes 1:50:37 +[2025-12-25 00:30:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][0/1573] eta 1:28:58 lr 0.000025 time 3.3938 (3.3938) loss 1350.9539 (1350.9539) grad_norm 0.0000 (0.0000) embed_mse 1349.8013 (1349.8013) mask_bce 0.3051 (0.3051) mask_dice 0.8475 (0.8475) mem 21941MB +[2025-12-25 00:30:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][10/1573] eta 0:40:13 lr 0.000025 time 0.4181 (1.5442) loss 1350.1628 (1325.6600) grad_norm 374.2732 (374.2732) embed_mse 1349.0496 (1324.5284) mask_bce 0.2429 (0.2637) mask_dice 0.8703 (0.8679) mem 21941MB +[2025-12-25 00:30:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][20/1573] eta 0:26:05 lr 0.000025 time 0.4157 (1.0078) loss 1334.9932 (1316.1924) grad_norm 215.2146 (294.7439) embed_mse 1333.7095 (1315.0511) mask_bce 0.3837 (0.2731) mask_dice 0.8999 (0.8682) mem 21941MB +[2025-12-25 00:30:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][30/1573] eta 0:23:53 lr 0.000025 time 0.4141 (0.9290) loss 1293.8397 (1318.5461) grad_norm 211.7125 (267.0668) embed_mse 1292.7468 (1317.4058) mask_bce 0.2272 (0.2718) mask_dice 0.8658 (0.8685) mem 21941MB +[2025-12-25 00:30:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][40/1573] eta 0:22:12 lr 0.000026 time 0.4135 (0.8690) loss 1361.3378 (1318.4625) grad_norm 365.6055 (329.8284) embed_mse 1360.2550 (1317.3258) mask_bce 0.1906 (0.2669) mask_dice 0.8921 (0.8697) mem 21941MB +[2025-12-25 00:30:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][50/1573] eta 0:22:55 lr 0.000026 time 0.4174 (0.9034) loss 1369.2595 (1320.8446) grad_norm 540.1514 (364.8822) embed_mse 1368.1134 (1319.7094) mask_bce 0.3030 (0.2664) mask_dice 0.8431 (0.8687) mem 21941MB +[2025-12-25 00:30:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][60/1573] eta 0:24:18 lr 0.000026 time 0.4162 (0.9640) loss 1363.0107 (1323.2937) grad_norm 549.9702 (391.3234) embed_mse 1361.8885 (1322.1550) mask_bce 0.2574 (0.2703) mask_dice 0.8648 (0.8684) mem 21941MB +[2025-12-25 00:31:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][70/1573] eta 0:23:45 lr 0.000026 time 0.4183 (0.9486) loss 1304.1943 (1320.4579) grad_norm 363.9117 (387.8969) embed_mse 1303.0171 (1319.3204) mask_bce 0.3198 (0.2693) mask_dice 0.8574 (0.8682) mem 21941MB +[2025-12-25 00:31:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][80/1573] eta 0:23:21 lr 0.000026 time 0.4165 (0.9389) loss 1277.9333 (1318.2948) grad_norm 223.7288 (361.1247) embed_mse 1276.8326 (1317.1601) mask_bce 0.2438 (0.2671) mask_dice 0.8570 (0.8676) mem 21941MB +[2025-12-25 00:31:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][90/1573] eta 0:22:24 lr 0.000026 time 2.7116 (0.9066) loss 1354.7124 (1316.0348) grad_norm 211.5672 (347.5285) embed_mse 1353.6058 (1314.9017) mask_bce 0.2476 (0.2657) mask_dice 0.8590 (0.8674) mem 21941MB +[2025-12-25 00:31:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][100/1573] eta 0:24:37 lr 0.000027 time 8.6378 (1.0029) loss 1309.1024 (1317.1544) grad_norm 233.6699 (338.0403) embed_mse 1307.9950 (1316.0225) mask_bce 0.2339 (0.2641) mask_dice 0.8735 (0.8679) mem 21941MB +[2025-12-25 00:31:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][110/1573] eta 0:23:10 lr 0.000027 time 0.4160 (0.9505) loss 1340.1536 (1318.2676) grad_norm 224.2693 (329.2887) embed_mse 1338.9941 (1317.1363) mask_bce 0.2967 (0.2636) mask_dice 0.8627 (0.8678) mem 21941MB +[2025-12-25 00:32:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][120/1573] eta 0:24:09 lr 0.000027 time 4.8274 (0.9979) loss 1354.2607 (1317.6927) grad_norm 555.8157 (347.8539) embed_mse 1353.1541 (1316.5623) mask_bce 0.2428 (0.2630) mask_dice 0.8639 (0.8674) mem 21941MB +[2025-12-25 00:32:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][130/1573] eta 0:24:05 lr 0.000027 time 0.4151 (1.0015) loss 1280.4419 (1317.7127) grad_norm 258.6144 (342.2764) embed_mse 1279.2968 (1316.5835) mask_bce 0.2908 (0.2619) mask_dice 0.8544 (0.8673) mem 21941MB +[2025-12-25 00:32:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][140/1573] eta 0:23:09 lr 0.000027 time 0.4550 (0.9699) loss 1286.9503 (1316.4863) grad_norm 173.8200 (332.3672) embed_mse 1285.8334 (1315.3582) mask_bce 0.2622 (0.2604) mask_dice 0.8547 (0.8677) mem 21941MB +[2025-12-25 00:32:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][150/1573] eta 0:23:08 lr 0.000027 time 0.4526 (0.9755) loss 1314.8374 (1317.6007) grad_norm 174.6171 (323.6033) embed_mse 1313.7311 (1316.4728) mask_bce 0.2631 (0.2607) mask_dice 0.8433 (0.8673) mem 21941MB +[2025-12-25 00:32:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][160/1573] eta 0:23:05 lr 0.000028 time 0.9325 (0.9802) loss 1356.3059 (1317.4788) grad_norm 290.6662 (317.8143) embed_mse 1355.1982 (1316.3525) mask_bce 0.2252 (0.2589) mask_dice 0.8824 (0.8674) mem 21941MB +[2025-12-25 00:32:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][170/1573] eta 0:23:32 lr 0.000028 time 0.4183 (1.0066) loss 1349.1447 (1317.1838) grad_norm 200.7032 (312.2376) embed_mse 1348.0225 (1316.0569) mask_bce 0.2326 (0.2590) mask_dice 0.8895 (0.8678) mem 21941MB +[2025-12-25 00:32:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][180/1573] eta 0:22:45 lr 0.000028 time 0.4168 (0.9801) loss 1279.2245 (1316.9327) grad_norm 396.8987 (316.0858) embed_mse 1278.0232 (1315.8056) mask_bce 0.3142 (0.2594) mask_dice 0.8870 (0.8677) mem 21941MB +[2025-12-25 00:33:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][190/1573] eta 0:22:10 lr 0.000028 time 2.5902 (0.9620) loss 1245.6124 (1315.7999) grad_norm 244.4311 (312.9704) embed_mse 1244.5117 (1314.6725) mask_bce 0.2348 (0.2596) mask_dice 0.8658 (0.8678) mem 21941MB +[2025-12-25 00:33:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][200/1573] eta 0:22:20 lr 0.000028 time 0.4152 (0.9763) loss 1302.7588 (1315.6322) grad_norm 435.5516 (312.9468) embed_mse 1301.6470 (1314.5039) mask_bce 0.2414 (0.2602) mask_dice 0.8703 (0.8682) mem 21941MB +[2025-12-25 00:33:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][210/1573] eta 0:21:44 lr 0.000028 time 0.4154 (0.9571) loss 1255.9937 (1314.7618) grad_norm 190.9554 (308.2549) embed_mse 1254.8596 (1313.6341) mask_bce 0.2657 (0.2595) mask_dice 0.8683 (0.8682) mem 21941MB +[2025-12-25 00:33:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][220/1573] eta 0:22:14 lr 0.000028 time 0.4193 (0.9865) loss 1309.5024 (1314.0794) grad_norm 251.4375 (306.1505) embed_mse 1308.3768 (1312.9510) mask_bce 0.2548 (0.2602) mask_dice 0.8707 (0.8682) mem 21941MB +[2025-12-25 00:33:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][230/1573] eta 0:22:04 lr 0.000029 time 0.4223 (0.9859) loss 1289.6160 (1313.9459) grad_norm 370.4748 (308.4478) embed_mse 1288.4683 (1312.8183) mask_bce 0.2876 (0.2592) mask_dice 0.8601 (0.8684) mem 21941MB +[2025-12-25 00:34:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][240/1573] eta 0:22:18 lr 0.000029 time 0.4150 (1.0042) loss 1292.4900 (1314.0941) grad_norm 234.0522 (304.2860) embed_mse 1291.3037 (1312.9668) mask_bce 0.3332 (0.2589) mask_dice 0.8531 (0.8684) mem 21941MB +[2025-12-25 00:34:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][250/1573] eta 0:21:37 lr 0.000029 time 0.4155 (0.9808) loss 1295.5558 (1313.6227) grad_norm 295.8093 (304.0126) embed_mse 1294.4419 (1312.4948) mask_bce 0.2480 (0.2596) mask_dice 0.8658 (0.8683) mem 21941MB +[2025-12-25 00:34:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][260/1573] eta 0:21:43 lr 0.000029 time 0.4653 (0.9928) loss 1424.7502 (1314.3441) grad_norm 201.3536 (300.8045) embed_mse 1423.6497 (1313.2160) mask_bce 0.2347 (0.2600) mask_dice 0.8660 (0.8680) mem 21941MB +[2025-12-25 00:34:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][270/1573] eta 0:21:31 lr 0.000029 time 0.4300 (0.9914) loss 1284.0404 (1314.5922) grad_norm 607.1207 (310.0868) embed_mse 1282.9402 (1313.4638) mask_bce 0.2306 (0.2604) mask_dice 0.8697 (0.8680) mem 21941MB +[2025-12-25 00:34:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][280/1573] eta 0:21:50 lr 0.000030 time 0.4185 (1.0136) loss 1335.4390 (1314.6580) grad_norm 224.0720 (304.2595) embed_mse 1334.3523 (1313.5294) mask_bce 0.1980 (0.2609) mask_dice 0.8887 (0.8678) mem 21941MB +[2025-12-25 00:34:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][290/1573] eta 0:21:25 lr 0.000030 time 0.4160 (1.0021) loss 1361.9843 (1314.1322) grad_norm 168.7010 (300.4940) embed_mse 1360.8909 (1313.0041) mask_bce 0.2238 (0.2608) mask_dice 0.8696 (0.8674) mem 21941MB +[2025-12-25 00:35:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][300/1573] eta 0:21:33 lr 0.000030 time 0.4182 (1.0162) loss 1282.6689 (1313.9066) grad_norm 438.6623 (304.2283) embed_mse 1281.5402 (1312.7786) mask_bce 0.2744 (0.2608) mask_dice 0.8544 (0.8672) mem 21941MB +[2025-12-25 00:35:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][310/1573] eta 0:21:38 lr 0.000030 time 0.4145 (1.0283) loss 1323.7933 (1314.2338) grad_norm 274.6571 (303.4501) embed_mse 1322.6545 (1313.1062) mask_bce 0.2957 (0.2606) mask_dice 0.8432 (0.8671) mem 21941MB +[2025-12-25 00:35:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][320/1573] eta 0:22:02 lr 0.000030 time 0.4181 (1.0557) loss 1277.3683 (1313.2211) grad_norm 305.3116 (302.7220) embed_mse 1276.2855 (1312.0937) mask_bce 0.2047 (0.2604) mask_dice 0.8781 (0.8670) mem 21941MB +[2025-12-25 00:35:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][330/1573] eta 0:21:33 lr 0.000030 time 0.4387 (1.0404) loss 1347.6050 (1312.8974) grad_norm 311.5922 (302.9383) embed_mse 1346.4773 (1311.7702) mask_bce 0.2751 (0.2604) mask_dice 0.8526 (0.8667) mem 21941MB +[2025-12-25 00:35:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][340/1573] eta 0:21:29 lr 0.000030 time 0.4184 (1.0459) loss 1317.0615 (1312.9939) grad_norm 263.3445 (301.9956) embed_mse 1315.9388 (1311.8671) mask_bce 0.2457 (0.2602) mask_dice 0.8770 (0.8666) mem 21941MB +[2025-12-25 00:36:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][350/1573] eta 0:21:52 lr 0.000031 time 0.4195 (1.0732) loss 1356.2997 (1312.2952) grad_norm 360.5414 (303.3571) embed_mse 1355.1827 (1311.1684) mask_bce 0.2571 (0.2604) mask_dice 0.8598 (0.8664) mem 21941MB +[2025-12-25 00:36:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][360/1573] eta 0:21:42 lr 0.000031 time 6.1727 (1.0735) loss 1320.2111 (1312.9693) grad_norm 246.4581 (302.8487) embed_mse 1319.0825 (1311.8430) mask_bce 0.2695 (0.2600) mask_dice 0.8589 (0.8663) mem 21941MB +[2025-12-25 00:36:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][370/1573] eta 0:22:05 lr 0.000031 time 0.4205 (1.1018) loss 1308.7698 (1312.7524) grad_norm 287.0029 (302.5042) embed_mse 1307.6354 (1311.6264) mask_bce 0.2775 (0.2599) mask_dice 0.8570 (0.8662) mem 21941MB +[2025-12-25 00:36:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][380/1573] eta 0:21:39 lr 0.000031 time 0.4145 (1.0896) loss 1229.3484 (1311.9873) grad_norm 237.4463 (301.1200) embed_mse 1228.2094 (1310.8614) mask_bce 0.2830 (0.2598) mask_dice 0.8561 (0.8661) mem 21941MB +[2025-12-25 00:36:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][390/1573] eta 0:21:08 lr 0.000031 time 0.4176 (1.0726) loss 1310.7517 (1311.8975) grad_norm 222.6046 (299.4843) embed_mse 1309.6437 (1310.7720) mask_bce 0.2437 (0.2596) mask_dice 0.8643 (0.8659) mem 21941MB +[2025-12-25 00:37:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][400/1573] eta 0:20:57 lr 0.000031 time 0.4183 (1.0717) loss 1399.2789 (1312.0467) grad_norm 174.8763 (295.9367) embed_mse 1398.1560 (1310.9209) mask_bce 0.2711 (0.2600) mask_dice 0.8518 (0.8658) mem 21941MB +[2025-12-25 00:37:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][410/1573] eta 0:20:33 lr 0.000032 time 1.0234 (1.0605) loss 1371.7069 (1312.2865) grad_norm 256.2471 (295.1584) embed_mse 1370.5585 (1311.1608) mask_bce 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INFO Train: [1/30][480/1573] eta 0:18:55 lr 0.000033 time 7.3219 (1.0390) loss 1321.5587 (1311.6316) grad_norm 224.7415 (285.9066) embed_mse 1320.4734 (1310.5078) mask_bce 0.2303 (0.2588) mask_dice 0.8550 (0.8650) mem 21941MB +[2025-12-25 00:38:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][490/1573] eta 0:18:58 lr 0.000033 time 0.4179 (1.0514) loss 1300.9987 (1311.7193) grad_norm 208.7978 (284.6424) embed_mse 1299.8835 (1310.5957) mask_bce 0.2689 (0.2586) mask_dice 0.8461 (0.8649) mem 21941MB +[2025-12-25 00:38:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][500/1573] eta 0:18:36 lr 0.000033 time 0.4162 (1.0401) loss 1230.2728 (1311.4095) grad_norm 171.7829 (282.8221) embed_mse 1229.1401 (1310.2862) mask_bce 0.2804 (0.2585) mask_dice 0.8522 (0.8648) mem 21941MB +[2025-12-25 00:38:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][510/1573] eta 0:18:20 lr 0.000033 time 0.4166 (1.0354) loss 1313.0887 (1311.5929) grad_norm 255.3784 (282.3865) embed_mse 1311.9902 (1310.4699) mask_bce 0.2496 (0.2583) mask_dice 0.8488 (0.8648) mem 21941MB +[2025-12-25 00:39:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][520/1573] eta 0:18:23 lr 0.000033 time 10.1505 (1.0484) loss 1262.0583 (1311.5081) grad_norm 519.9459 (285.0031) embed_mse 1260.9100 (1310.3850) mask_bce 0.3044 (0.2583) mask_dice 0.8439 (0.8647) mem 21941MB +[2025-12-25 00:39:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][530/1573] eta 0:18:03 lr 0.000033 time 0.8381 (1.0392) loss 1302.2877 (1311.6962) grad_norm 511.3498 (288.4326) embed_mse 1301.1931 (1310.5734) mask_bce 0.2076 (0.2580) mask_dice 0.8869 (0.8649) mem 21941MB +[2025-12-25 00:39:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][540/1573] eta 0:17:45 lr 0.000034 time 0.4162 (1.0313) loss 1371.3132 (1311.6709) grad_norm 254.2418 (287.9223) embed_mse 1370.2209 (1310.5484) mask_bce 0.2097 (0.2578) mask_dice 0.8826 (0.8648) mem 21941MB +[2025-12-25 00:39:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][550/1573] eta 0:17:34 lr 0.000034 time 0.4165 (1.0303) loss 1306.5353 (1311.5367) grad_norm 301.7775 (288.1261) embed_mse 1305.4192 (1310.4142) mask_bce 0.2560 (0.2578) mask_dice 0.8601 (0.8647) mem 21941MB +[2025-12-25 00:39:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][560/1573] eta 0:17:27 lr 0.000034 time 0.4165 (1.0344) loss 1255.8271 (1311.2989) grad_norm 170.8408 (286.8253) embed_mse 1254.6882 (1310.1765) mask_bce 0.3051 (0.2577) mask_dice 0.8338 (0.8647) mem 21941MB +[2025-12-25 00:39:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][570/1573] eta 0:17:11 lr 0.000034 time 0.4168 (1.0281) loss 1246.7042 (1311.0227) grad_norm 226.7437 (285.9791) embed_mse 1245.6189 (1309.9005) mask_bce 0.2230 (0.2576) mask_dice 0.8623 (0.8646) mem 21941MB +[2025-12-25 00:39:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][580/1573] eta 0:16:55 lr 0.000034 time 0.8836 (1.0231) loss 1281.7828 (1310.7823) grad_norm 503.8301 (289.0048) embed_mse 1280.6533 (1309.6603) mask_bce 0.2903 (0.2574) mask_dice 0.8392 (0.8646) mem 21941MB +[2025-12-25 00:40:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][590/1573] eta 0:16:39 lr 0.000034 time 0.4206 (1.0168) loss 1251.7371 (1310.7697) grad_norm 338.6207 (289.6844) embed_mse 1250.6268 (1309.6478) mask_bce 0.2644 (0.2573) mask_dice 0.8458 (0.8645) mem 21941MB +[2025-12-25 00:40:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][600/1573] eta 0:16:47 lr 0.000035 time 13.0087 (1.0359) loss 1365.4717 (1310.8811) grad_norm 199.9944 (290.2547) embed_mse 1364.3505 (1309.7597) mask_bce 0.2660 (0.2570) mask_dice 0.8552 (0.8645) mem 21941MB +[2025-12-25 00:40:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][610/1573] eta 0:16:33 lr 0.000035 time 0.4140 (1.0317) loss 1263.1428 (1310.9188) grad_norm 321.8928 (290.6710) embed_mse 1262.0359 (1309.7976) mask_bce 0.2589 (0.2566) mask_dice 0.8480 (0.8646) mem 21941MB +[2025-12-25 00:40:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][620/1573] eta 0:16:35 lr 0.000035 time 0.4166 (1.0447) loss 1281.9755 (1310.6269) grad_norm 271.4915 (290.4219) embed_mse 1280.8982 (1309.5060) mask_bce 0.1964 (0.2564) mask_dice 0.8809 (0.8645) mem 21941MB +[2025-12-25 00:40:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][630/1573] eta 0:16:24 lr 0.000035 time 0.4181 (1.0441) loss 1212.6578 (1310.4879) grad_norm 651.0682 (295.0456) embed_mse 1211.5267 (1309.3672) mask_bce 0.2880 (0.2563) mask_dice 0.8431 (0.8644) mem 21941MB +[2025-12-25 00:41:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][640/1573] eta 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grad_norm 308.0692 (294.7270) embed_mse 1318.6984 (1309.8323) mask_bce 0.2497 (0.2558) mask_dice 0.8650 (0.8644) mem 21941MB +[2025-12-25 00:42:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][680/1573] eta 0:15:45 lr 0.000036 time 0.4168 (1.0586) loss 1308.8547 (1311.3304) grad_norm 179.3531 (292.6124) embed_mse 1307.7661 (1310.2103) mask_bce 0.2201 (0.2558) mask_dice 0.8685 (0.8644) mem 21941MB +[2025-12-25 00:42:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][690/1573] eta 0:15:53 lr 0.000036 time 15.3885 (1.0801) loss 1359.6455 (1311.5435) grad_norm 247.2483 (292.0849) embed_mse 1358.5404 (1310.4236) mask_bce 0.2190 (0.2556) mask_dice 0.8861 (0.8643) mem 21941MB +[2025-12-25 00:42:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][700/1573] eta 0:15:35 lr 0.000036 time 0.4180 (1.0717) loss 1349.3047 (1311.4218) grad_norm 431.2321 (293.6843) embed_mse 1348.2008 (1310.3019) mask_bce 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00:43:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][740/1573] eta 0:15:00 lr 0.000037 time 0.4219 (1.0812) loss 1334.2404 (1311.2383) grad_norm 467.4969 (295.4226) embed_mse 1333.1040 (1310.1188) mask_bce 0.2850 (0.2556) mask_dice 0.8515 (0.8639) mem 21941MB +[2025-12-25 00:43:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][750/1573] eta 0:14:47 lr 0.000037 time 0.4403 (1.0788) loss 1294.5127 (1311.1449) grad_norm 362.3650 (296.1424) embed_mse 1293.3939 (1310.0255) mask_bce 0.2618 (0.2556) mask_dice 0.8571 (0.8638) mem 21941MB +[2025-12-25 00:43:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][760/1573] eta 0:14:43 lr 0.000037 time 12.2903 (1.0871) loss 1238.8524 (1311.2998) grad_norm 333.7293 (296.4650) embed_mse 1237.7615 (1310.1805) mask_bce 0.2302 (0.2555) mask_dice 0.8607 (0.8639) mem 21941MB +[2025-12-25 00:43:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][770/1573] eta 0:14:26 lr 0.000037 time 0.4172 (1.0785) loss 1206.4125 (1311.5209) grad_norm 224.9002 (295.7196) embed_mse 1205.3101 (1310.4016) mask_bce 0.2466 (0.2555) mask_dice 0.8559 (0.8639) mem 21941MB +[2025-12-25 00:44:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][780/1573] eta 0:14:21 lr 0.000037 time 13.3850 (1.0867) loss 1329.2776 (1311.6003) grad_norm 241.5116 (295.1607) embed_mse 1328.1527 (1310.4808) mask_bce 0.2894 (0.2557) mask_dice 0.8355 (0.8637) mem 21941MB +[2025-12-25 00:44:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][790/1573] eta 0:14:05 lr 0.000038 time 0.4180 (1.0797) loss 1290.9647 (1311.4894) grad_norm 327.8889 (295.4947) embed_mse 1289.8273 (1310.3701) mask_bce 0.2745 (0.2556) mask_dice 0.8629 (0.8637) mem 21941MB +[2025-12-25 00:44:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][800/1573] eta 0:13:51 lr 0.000038 time 0.4172 (1.0757) loss 1347.5482 (1311.4914) grad_norm 275.9247 (294.1753) embed_mse 1346.3658 (1310.3722) mask_bce 0.3216 (0.2555) mask_dice 0.8608 (0.8637) mem 21941MB +[2025-12-25 00:44:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][810/1573] eta 0:13:35 lr 0.000038 time 0.4163 (1.0689) loss 1246.1243 (1311.4599) grad_norm 266.6763 (293.9030) embed_mse 1245.0319 (1310.3407) mask_bce 0.2370 (0.2554) mask_dice 0.8555 (0.8638) mem 21941MB +[2025-12-25 00:44:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][820/1573] eta 0:13:19 lr 0.000038 time 0.6156 (1.0624) loss 1363.5223 (1311.7548) grad_norm 189.5897 (292.8803) embed_mse 1362.3348 (1310.6357) mask_bce 0.3252 (0.2553) mask_dice 0.8624 (0.8638) mem 21941MB +[2025-12-25 00:44:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][830/1573] eta 0:13:08 lr 0.000038 time 0.4245 (1.0611) loss 1348.3147 (1311.7789) grad_norm 398.5200 (293.9059) embed_mse 1347.2142 (1310.6600) mask_bce 0.2317 (0.2553) mask_dice 0.8688 (0.8637) mem 21941MB +[2025-12-25 00:44:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][840/1573] eta 0:12:52 lr 0.000038 time 0.4162 (1.0535) loss 1323.3340 (1311.8325) grad_norm 277.5890 (292.9488) embed_mse 1322.2485 (1310.7136) mask_bce 0.2068 (0.2553) mask_dice 0.8786 (0.8636) mem 21941MB +[2025-12-25 00:44:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][850/1573] eta 0:12:37 lr 0.000039 time 0.4158 (1.0482) loss 1349.3510 (1311.8854) grad_norm 199.4616 (292.0668) embed_mse 1348.2517 (1310.7666) mask_bce 0.2440 (0.2553) mask_dice 0.8552 (0.8636) mem 21941MB +[2025-12-25 00:44:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][860/1573] eta 0:12:22 lr 0.000039 time 0.4114 (1.0410) loss 1331.5604 (1312.1780) grad_norm 311.3889 (292.2474) embed_mse 1330.4716 (1311.0592) mask_bce 0.2169 (0.2553) mask_dice 0.8720 (0.8635) mem 21941MB +[2025-12-25 00:45:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][870/1573] eta 0:12:18 lr 0.000039 time 3.4422 (1.0499) loss 1279.5280 (1312.3047) grad_norm 210.1787 (291.4875) embed_mse 1278.4346 (1311.1859) mask_bce 0.2452 (0.2553) mask_dice 0.8482 (0.8635) mem 21941MB +[2025-12-25 00:45:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][880/1573] eta 0:12:04 lr 0.000039 time 0.4204 (1.0449) loss 1328.1957 (1312.5593) grad_norm 265.2766 (291.4633) embed_mse 1327.0823 (1311.4407) mask_bce 0.2378 (0.2551) mask_dice 0.8756 (0.8635) mem 21941MB +[2025-12-25 00:45:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][890/1573] eta 0:11:51 lr 0.000039 time 0.4174 (1.0416) loss 1297.2714 (1312.7101) grad_norm 297.7715 (291.5202) embed_mse 1296.1970 (1311.5915) mask_bce 0.1912 (0.2550) mask_dice 0.8832 (0.8635) mem 21941MB +[2025-12-25 00:45:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][900/1573] eta 0:11:36 lr 0.000039 time 0.4419 (1.0353) loss 1351.2622 (1312.6313) grad_norm 263.4130 (291.2693) embed_mse 1350.1659 (1311.5127) mask_bce 0.2373 (0.2551) mask_dice 0.8591 (0.8635) mem 21941MB +[2025-12-25 00:45:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][910/1573] eta 0:11:25 lr 0.000039 time 0.4163 (1.0341) loss 1341.6655 (1312.6744) grad_norm 404.2550 (292.2691) embed_mse 1340.5764 (1311.5559) mask_bce 0.2026 (0.2551) mask_dice 0.8864 (0.8635) mem 21941MB +[2025-12-25 00:45:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][920/1573] eta 0:11:12 lr 0.000040 time 0.4284 (1.0297) loss 1277.6685 (1312.3721) grad_norm 281.4639 (291.4701) embed_mse 1276.5754 (1311.2538) mask_bce 0.1936 (0.2549) mask_dice 0.8994 (0.8635) mem 21941MB +[2025-12-25 00:45:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][930/1573] eta 0:11:00 lr 0.000040 time 0.4236 (1.0276) loss 1273.5292 (1312.3945) grad_norm 242.5235 (291.0482) embed_mse 1272.4318 (1311.2762) mask_bce 0.2058 (0.2549) mask_dice 0.8916 (0.8634) mem 21941MB +[2025-12-25 00:46:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][940/1573] eta 0:10:46 lr 0.000040 time 0.4176 (1.0211) loss 1362.5459 (1312.5525) grad_norm 204.2255 (290.3061) embed_mse 1361.4019 (1311.4342) mask_bce 0.3002 (0.2549) mask_dice 0.8438 (0.8634) mem 21941MB +[2025-12-25 00:46:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][950/1573] eta 0:10:37 lr 0.000040 time 0.4173 (1.0232) loss 1336.1338 (1312.4008) grad_norm 331.7486 (290.6573) embed_mse 1335.0591 (1311.2826) mask_bce 0.2048 (0.2548) mask_dice 0.8699 (0.8634) mem 21941MB +[2025-12-25 00:46:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][960/1573] eta 0:10:24 lr 0.000040 time 0.4140 (1.0183) loss 1352.6730 (1312.4480) grad_norm 321.8175 (290.6699) embed_mse 1351.5822 (1311.3298) mask_bce 0.2304 (0.2550) mask_dice 0.8603 (0.8633) mem 21941MB +[2025-12-25 00:46:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][970/1573] eta 0:10:10 lr 0.000040 time 0.4150 (1.0122) loss 1369.0740 (1312.5657) grad_norm 294.4439 (290.7011) embed_mse 1367.9315 (1311.4475) mask_bce 0.3017 (0.2550) mask_dice 0.8407 (0.8632) mem 21941MB +[2025-12-25 00:46:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][980/1573] eta 0:09:58 lr 0.000041 time 0.4221 (1.0099) loss 1319.5441 (1312.5454) grad_norm 378.2670 (291.4188) embed_mse 1318.4280 (1311.4273) mask_bce 0.2281 (0.2548) mask_dice 0.8879 (0.8633) mem 21941MB +[2025-12-25 00:46:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][990/1573] eta 0:09:45 lr 0.000041 time 0.4239 (1.0039) loss 1275.2743 (1312.4644) grad_norm 237.3798 (290.9795) embed_mse 1274.1510 (1311.3462) mask_bce 0.2842 (0.2550) mask_dice 0.8391 (0.8632) mem 21941MB +[2025-12-25 00:46:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1000/1573] eta 0:09:35 lr 0.000041 time 0.4298 (1.0044) loss 1301.1234 (1312.6523) grad_norm 289.0983 (290.3650) embed_mse 1300.0125 (1311.5341) mask_bce 0.2549 (0.2551) mask_dice 0.8560 (0.8631) mem 21941MB +[2025-12-25 00:46:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1010/1573] eta 0:09:24 lr 0.000041 time 0.4330 (1.0022) loss 1332.2230 (1312.7548) grad_norm 324.8752 (290.6389) embed_mse 1331.1316 (1311.6366) mask_bce 0.2500 (0.2551) mask_dice 0.8414 (0.8630) mem 21941MB +[2025-12-25 00:47:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1020/1573] eta 0:09:12 lr 0.000041 time 0.4206 (0.9999) loss 1372.7327 (1312.9127) grad_norm 460.8835 (291.9794) embed_mse 1371.6432 (1311.7947) mask_bce 0.2385 (0.2551) mask_dice 0.8510 (0.8630) mem 21941MB +[2025-12-25 00:47:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1030/1573] eta 0:08:59 lr 0.000041 time 0.4166 (0.9945) loss 1363.4423 (1313.0051) grad_norm 366.9555 (292.5651) embed_mse 1362.3433 (1311.8871) mask_bce 0.2230 (0.2552) mask_dice 0.8760 (0.8629) mem 21941MB +[2025-12-25 00:47:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1040/1573] eta 0:08:47 lr 0.000042 time 0.4403 (0.9902) loss 1350.3795 (1313.1720) grad_norm 282.2208 (293.1058) embed_mse 1349.2599 (1312.0542) mask_bce 0.2613 (0.2549) mask_dice 0.8583 (0.8629) mem 21941MB +[2025-12-25 00:47:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1050/1573] eta 0:08:37 lr 0.000042 time 0.4213 (0.9891) loss 1296.7433 (1313.1334) grad_norm 177.4877 (292.2232) embed_mse 1295.6405 (1312.0155) mask_bce 0.2518 (0.2551) mask_dice 0.8509 (0.8628) mem 21941MB +[2025-12-25 00:47:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1060/1573] eta 0:08:25 lr 0.000042 time 0.4175 (0.9849) loss 1324.8997 (1313.1829) grad_norm 220.6283 (291.6808) embed_mse 1323.7889 (1312.0652) mask_bce 0.2287 (0.2550) mask_dice 0.8821 (0.8628) mem 21941MB +[2025-12-25 00:47:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1070/1573] eta 0:08:13 lr 0.000042 time 0.4219 (0.9818) loss 1283.0500 (1313.2184) grad_norm 245.6415 (291.3347) embed_mse 1281.9464 (1312.1008) mask_bce 0.2229 (0.2549) mask_dice 0.8808 (0.8628) mem 21941MB +[2025-12-25 00:47:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1080/1573] eta 0:08:01 lr 0.000042 time 0.4193 (0.9767) loss 1287.0394 (1313.3278) grad_norm 464.2382 (292.2271) embed_mse 1285.9628 (1312.2102) mask_bce 0.2033 (0.2548) mask_dice 0.8733 (0.8629) mem 21941MB +[2025-12-25 00:47:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1090/1573] eta 0:07:51 lr 0.000042 time 0.4219 (0.9761) loss 1323.9996 (1313.3270) grad_norm 301.9273 (292.2984) embed_mse 1322.9103 (1312.2094) mask_bce 0.2194 (0.2548) mask_dice 0.8700 (0.8628) mem 21941MB +[2025-12-25 00:47:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1100/1573] eta 0:07:41 lr 0.000042 time 0.4141 (0.9750) loss 1351.5839 (1313.2922) grad_norm 190.5023 (291.5554) embed_mse 1350.4935 (1312.1748) mask_bce 0.2136 (0.2546) mask_dice 0.8767 (0.8628) mem 21941MB +[2025-12-25 00:48:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1110/1573] eta 0:07:31 lr 0.000043 time 0.4139 (0.9743) loss 1329.4305 (1313.0728) grad_norm 164.1824 (290.6324) embed_mse 1328.3197 (1311.9555) mask_bce 0.2648 (0.2546) mask_dice 0.8461 (0.8627) mem 21941MB +[2025-12-25 00:48:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1120/1573] eta 0:07:20 lr 0.000043 time 0.4120 (0.9726) loss 1271.0389 (1313.1865) grad_norm 256.8498 (289.6535) embed_mse 1269.9670 (1312.0693) mask_bce 0.2004 (0.2546) mask_dice 0.8715 (0.8627) mem 21941MB +[2025-12-25 00:48:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1130/1573] eta 0:07:10 lr 0.000043 time 0.4130 (0.9719) loss 1240.2312 (1313.1119) grad_norm 180.4093 (288.8787) embed_mse 1239.1644 (1311.9947) mask_bce 0.2089 (0.2545) mask_dice 0.8578 (0.8627) mem 21941MB +[2025-12-25 00:48:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1140/1573] eta 0:06:59 lr 0.000043 time 0.4159 (0.9681) loss 1230.1295 (1313.2279) grad_norm 207.3129 (288.3043) embed_mse 1229.0343 (1312.1108) mask_bce 0.2226 (0.2545) mask_dice 0.8727 (0.8626) mem 21941MB +[2025-12-25 00:48:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1150/1573] eta 0:06:48 lr 0.000043 time 0.4154 (0.9657) loss 1353.2073 (1313.2646) grad_norm 251.2659 (288.0453) embed_mse 1352.0851 (1312.1474) mask_bce 0.2627 (0.2547) mask_dice 0.8595 (0.8625) mem 21941MB +[2025-12-25 00:48:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1160/1573] eta 0:06:37 lr 0.000044 time 0.4160 (0.9630) loss 1292.6215 (1313.2814) grad_norm 295.1335 (287.8798) embed_mse 1291.4917 (1312.1643) mask_bce 0.2784 (0.2547) mask_dice 0.8515 (0.8625) mem 21941MB +[2025-12-25 00:48:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1170/1573] eta 0:06:27 lr 0.000044 time 2.7660 (0.9603) loss 1320.7885 (1313.2896) grad_norm 212.0673 (287.3605) embed_mse 1319.6836 (1312.1723) mask_bce 0.2598 (0.2549) mask_dice 0.8450 (0.8624) mem 21941MB +[2025-12-25 00:48:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1180/1573] eta 0:06:17 lr 0.000044 time 0.4159 (0.9602) loss 1357.8113 (1313.4744) grad_norm 200.9403 (286.7726) embed_mse 1356.6312 (1312.3571) mask_bce 0.3026 (0.2549) mask_dice 0.8775 (0.8624) mem 21941MB +[2025-12-25 00:49:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1190/1573] eta 0:06:09 lr 0.000044 time 0.4163 (0.9647) loss 1353.1801 (1313.4616) grad_norm 296.0951 (286.8356) embed_mse 1352.0626 (1312.3444) mask_bce 0.2642 (0.2548) mask_dice 0.8533 (0.8624) mem 21941MB +[2025-12-25 00:49:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1200/1573] eta 0:05:58 lr 0.000044 time 0.4164 (0.9613) loss 1198.0256 (1313.3793) grad_norm 174.8764 (285.7020) embed_mse 1196.9512 (1312.2621) mask_bce 0.2013 (0.2549) mask_dice 0.8731 (0.8623) mem 21941MB +[2025-12-25 00:49:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1210/1573] eta 0:05:47 lr 0.000044 time 0.4175 (0.9569) loss 1332.4088 (1313.3932) grad_norm 245.2676 (285.4342) embed_mse 1331.3309 (1312.2760) mask_bce 0.2198 (0.2550) mask_dice 0.8580 (0.8622) mem 21941MB +[2025-12-25 00:49:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1220/1573] eta 0:05:36 lr 0.000044 time 0.4185 (0.9537) loss 1361.4194 (1313.6893) grad_norm 292.6229 (285.4815) embed_mse 1360.3248 (1312.5720) mask_bce 0.2254 (0.2551) mask_dice 0.8692 (0.8621) mem 21941MB +[2025-12-25 00:49:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1230/1573] eta 0:05:26 lr 0.000045 time 0.4167 (0.9524) loss 1313.7490 (1313.6410) grad_norm 168.6590 (284.7179) embed_mse 1312.6066 (1312.5237) mask_bce 0.3247 (0.2552) mask_dice 0.8177 (0.8621) mem 21941MB +[2025-12-25 00:49:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1240/1573] eta 0:05:16 lr 0.000045 time 0.4334 (0.9512) loss 1379.5883 (1313.7789) grad_norm 177.2315 (283.3701) embed_mse 1378.4556 (1312.6617) mask_bce 0.2607 (0.2552) mask_dice 0.8719 (0.8620) mem 21941MB +[2025-12-25 00:49:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1250/1573] eta 0:05:07 lr 0.000045 time 2.5755 (0.9505) loss 1301.7950 (1313.8308) grad_norm 337.3951 (283.7165) embed_mse 1300.6851 (1312.7137) mask_bce 0.2469 (0.2551) mask_dice 0.8632 (0.8620) mem 21941MB +[2025-12-25 00:49:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1260/1573] eta 0:04:57 lr 0.000045 time 0.4163 (0.9494) loss 1323.3149 (1313.9363) grad_norm 210.2541 (283.2486) embed_mse 1322.2343 (1312.8193) mask_bce 0.2376 (0.2550) mask_dice 0.8431 (0.8620) mem 21941MB +[2025-12-25 00:50:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1270/1573] eta 0:04:46 lr 0.000045 time 0.4127 (0.9463) loss 1331.5693 (1313.8396) grad_norm 180.3303 (282.5972) embed_mse 1330.4709 (1312.7227) mask_bce 0.2388 (0.2550) mask_dice 0.8596 (0.8619) mem 21941MB +[2025-12-25 00:50:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1280/1573] eta 0:04:36 lr 0.000045 time 0.4127 (0.9422) loss 1294.7339 (1313.7333) grad_norm 307.6879 (282.1124) embed_mse 1293.5859 (1312.6163) mask_bce 0.3180 (0.2552) mask_dice 0.8299 (0.8617) mem 21941MB +[2025-12-25 00:50:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1290/1573] eta 0:04:27 lr 0.000046 time 1.1921 (0.9438) loss 1309.0352 (1313.6836) grad_norm 292.3576 (282.1760) embed_mse 1307.9291 (1312.5668) mask_bce 0.2339 (0.2551) mask_dice 0.8721 (0.8617) mem 21941MB +[2025-12-25 00:50:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1300/1573] eta 0:04:17 lr 0.000046 time 0.4228 (0.9431) loss 1368.6693 (1313.7527) grad_norm 399.1669 (282.8982) embed_mse 1367.5792 (1312.6359) mask_bce 0.2352 (0.2551) mask_dice 0.8550 (0.8617) mem 21941MB +[2025-12-25 00:50:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1310/1573] eta 0:04:08 lr 0.000046 time 0.4267 (0.9431) loss 1308.3684 (1313.8089) grad_norm 233.3900 (282.5945) embed_mse 1307.2411 (1312.6919) mask_bce 0.2790 (0.2554) mask_dice 0.8484 (0.8616) mem 21941MB +[2025-12-25 00:50:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1320/1573] eta 0:03:57 lr 0.000046 time 0.4264 (0.9393) loss 1285.1846 (1313.7564) grad_norm 285.9076 (282.7704) embed_mse 1284.0903 (1312.6395) mask_bce 0.2322 (0.2553) mask_dice 0.8619 (0.8616) mem 21941MB +[2025-12-25 00:50:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1330/1573] eta 0:03:47 lr 0.000046 time 0.4238 (0.9370) loss 1387.7437 (1313.7174) grad_norm 439.7654 (283.7161) embed_mse 1386.6530 (1312.6007) mask_bce 0.2373 (0.2552) mask_dice 0.8534 (0.8615) mem 21941MB +[2025-12-25 00:50:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1340/1573] eta 0:03:38 lr 0.000046 time 0.7377 (0.9357) loss 1305.0740 (1313.8938) grad_norm 403.3217 (284.4323) embed_mse 1303.9958 (1312.7772) mask_bce 0.2234 (0.2551) mask_dice 0.8547 (0.8615) mem 21941MB +[2025-12-25 00:50:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1350/1573] eta 0:03:27 lr 0.000046 time 0.4520 (0.9321) loss 1311.7133 (1313.9783) grad_norm 241.6452 (284.1776) embed_mse 1310.6348 (1312.8618) mask_bce 0.2065 (0.2550) mask_dice 0.8720 (0.8615) mem 21941MB +[2025-12-25 00:51:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1360/1573] eta 0:03:18 lr 0.000047 time 0.4184 (0.9300) loss 1370.0304 (1313.9763) grad_norm 541.8181 (285.3318) embed_mse 1368.9156 (1312.8599) mask_bce 0.2784 (0.2550) mask_dice 0.8364 (0.8615) mem 21941MB +[2025-12-25 00:51:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1370/1573] eta 0:03:08 lr 0.000047 time 0.4234 (0.9295) loss 1289.9250 (1314.0378) grad_norm 342.2514 (285.6646) embed_mse 1288.8357 (1312.9215) mask_bce 0.1918 (0.2548) mask_dice 0.8975 (0.8615) mem 21941MB +[2025-12-25 00:51:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1380/1573] eta 0:02:58 lr 0.000047 time 0.4350 (0.9261) loss 1227.4753 (1314.1181) grad_norm 355.0071 (286.0678) embed_mse 1226.3821 (1313.0019) mask_bce 0.2243 (0.2548) mask_dice 0.8689 (0.8614) mem 21941MB +[2025-12-25 00:51:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1390/1573] eta 0:02:49 lr 0.000047 time 0.4177 (0.9256) loss 1344.1959 (1314.0400) grad_norm 193.8770 (285.5349) embed_mse 1343.0763 (1312.9238) mask_bce 0.2764 (0.2548) mask_dice 0.8431 (0.8614) mem 21941MB +[2025-12-25 00:51:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1400/1573] eta 0:02:40 lr 0.000047 time 1.5700 (0.9261) loss 1279.7695 (1313.9833) grad_norm 353.2510 (285.5571) embed_mse 1278.6403 (1312.8672) mask_bce 0.2784 (0.2548) mask_dice 0.8509 (0.8614) mem 21941MB +[2025-12-25 00:51:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1410/1573] eta 0:02:30 lr 0.000047 time 0.4258 (0.9226) loss 1326.7837 (1313.9537) grad_norm 608.0326 (287.3893) embed_mse 1325.6909 (1312.8376) mask_bce 0.2221 (0.2547) mask_dice 0.8707 (0.8613) mem 21941MB +[2025-12-25 00:51:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1420/1573] eta 0:02:20 lr 0.000048 time 0.4155 (0.9201) loss 1250.7117 (1313.8234) grad_norm 604.0403 (289.1783) embed_mse 1249.6163 (1312.7073) mask_bce 0.2387 (0.2548) mask_dice 0.8565 (0.8613) mem 21941MB +[2025-12-25 00:51:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1430/1573] eta 0:02:11 lr 0.000048 time 0.4153 (0.9175) loss 1281.8285 (1313.6896) grad_norm 393.8016 (289.7661) embed_mse 1280.7632 (1312.5736) mask_bce 0.2055 (0.2547) mask_dice 0.8598 (0.8613) mem 21941MB +[2025-12-25 00:52:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1440/1573] eta 0:02:01 lr 0.000048 time 0.4196 (0.9171) loss 1317.8632 (1313.7855) grad_norm 363.4355 (289.7458) embed_mse 1316.7295 (1312.6694) mask_bce 0.2700 (0.2548) mask_dice 0.8637 (0.8613) mem 21941MB +[2025-12-25 00:52:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1450/1573] eta 0:01:52 lr 0.000048 time 0.4403 (0.9177) loss 1349.9856 (1313.9096) grad_norm 367.9303 (290.1778) embed_mse 1348.8413 (1312.7935) mask_bce 0.3054 (0.2549) mask_dice 0.8388 (0.8612) mem 21941MB +[2025-12-25 00:52:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1460/1573] eta 0:01:43 lr 0.000048 time 1.3912 (0.9157) loss 1328.5502 (1313.8023) grad_norm 179.8078 (289.5714) embed_mse 1327.4272 (1312.6863) mask_bce 0.2505 (0.2548) mask_dice 0.8725 (0.8612) mem 21941MB +[2025-12-25 00:52:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1470/1573] eta 0:01:34 lr 0.000048 time 0.4170 (0.9136) loss 1234.3259 (1313.6050) grad_norm 370.4080 (290.0131) embed_mse 1233.2274 (1312.4891) mask_bce 0.2033 (0.2547) mask_dice 0.8953 (0.8612) mem 21941MB +[2025-12-25 00:52:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1480/1573] eta 0:01:25 lr 0.000049 time 0.4154 (0.9147) loss 1260.6932 (1313.5936) grad_norm 261.5136 (289.9264) embed_mse 1259.5256 (1312.4777) mask_bce 0.2934 (0.2547) mask_dice 0.8741 (0.8612) mem 21941MB +[2025-12-25 00:52:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1490/1573] eta 0:01:15 lr 0.000049 time 0.4209 (0.9148) loss 1283.2554 (1313.4748) grad_norm 171.9242 (289.2920) embed_mse 1282.0981 (1312.3589) mask_bce 0.2811 (0.2546) mask_dice 0.8762 (0.8612) mem 21941MB +[2025-12-25 00:52:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1500/1573] eta 0:01:06 lr 0.000049 time 2.7414 (0.9154) loss 1351.9993 (1313.5492) grad_norm 214.7414 (288.8933) embed_mse 1350.8894 (1312.4332) mask_bce 0.2477 (0.2547) mask_dice 0.8621 (0.8612) mem 21941MB +[2025-12-25 00:52:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1510/1573] eta 0:00:57 lr 0.000049 time 0.4176 (0.9125) loss 1319.2625 (1313.4167) grad_norm 185.6220 (288.3440) embed_mse 1318.1464 (1312.3008) mask_bce 0.2710 (0.2548) mask_dice 0.8451 (0.8612) mem 21941MB +[2025-12-25 00:53:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1520/1573] eta 0:00:48 lr 0.000049 time 0.4163 (0.9124) loss 1327.0404 (1313.4141) grad_norm 289.5651 (287.8895) embed_mse 1325.9039 (1312.2983) mask_bce 0.2821 (0.2548) mask_dice 0.8543 (0.8611) mem 21941MB +[2025-12-25 00:53:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1530/1573] eta 0:00:39 lr 0.000049 time 0.4156 (0.9125) loss 1292.4211 (1313.3805) grad_norm 226.0523 (287.5657) embed_mse 1291.3009 (1312.2646) mask_bce 0.2659 (0.2548) mask_dice 0.8543 (0.8610) mem 21941MB +[2025-12-25 00:53:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1540/1573] eta 0:00:30 lr 0.000049 time 0.4194 (0.9103) loss 1291.5635 (1313.3786) grad_norm 249.9752 (287.3699) embed_mse 1290.4692 (1312.2630) mask_bce 0.2304 (0.2546) mask_dice 0.8638 (0.8610) mem 21941MB +[2025-12-25 00:53:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1550/1573] eta 0:00:20 lr 0.000050 time 0.4168 (0.9099) loss 1271.4708 (1313.3019) grad_norm 217.4846 (287.0078) embed_mse 1270.3700 (1312.1863) mask_bce 0.2489 (0.2546) mask_dice 0.8519 (0.8610) mem 21941MB +[2025-12-25 00:53:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1560/1573] eta 0:00:11 lr 0.000050 time 0.4179 (0.9113) loss 1237.7719 (1313.2407) grad_norm 221.8950 (286.0543) embed_mse 1236.6661 (1312.1252) mask_bce 0.2448 (0.2545) mask_dice 0.8608 (0.8609) mem 21941MB +[2025-12-25 00:53:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1570/1573] eta 0:00:02 lr 0.000049 time 0.4145 (0.9094) loss 1372.8617 (1313.2543) grad_norm 542.2531 (287.3615) embed_mse 1371.7400 (1312.1389) mask_bce 0.3045 (0.2545) mask_dice 0.8172 (0.8609) mem 21941MB +[2025-12-25 00:53:50 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 1 training takes 0:23:50 +[2025-12-25 00:53:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][0/1573] eta 2:38:47 lr 0.000049 time 6.0566 (6.0566) loss 1365.1244 (1365.1244) grad_norm 0.0000 (0.0000) embed_mse 1364.0310 (1364.0310) mask_bce 0.2189 (0.2189) mask_dice 0.8745 (0.8745) mem 21941MB +[2025-12-25 00:54:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][10/1573] eta 0:29:56 lr 0.000049 time 0.4178 (1.1495) loss 1359.9738 (1331.7535) grad_norm 577.8730 (577.8730) embed_mse 1358.8582 (1330.6482) mask_bce 0.2579 (0.2431) mask_dice 0.8577 (0.8622) mem 21941MB +[2025-12-25 00:54:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][20/1573] eta 0:23:38 lr 0.000049 time 0.4145 (0.9135) loss 1382.7734 (1326.1130) grad_norm 464.3246 (521.0988) embed_mse 1381.6506 (1325.0039) mask_bce 0.2699 (0.2506) mask_dice 0.8528 (0.8585) mem 21941MB +[2025-12-25 00:54:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][30/1573] eta 0:20:13 lr 0.000049 time 0.5190 (0.7862) loss 1366.5352 (1325.6564) grad_norm 300.8134 (447.6703) embed_mse 1365.3956 (1324.5513) mask_bce 0.2879 (0.2436) mask_dice 0.8516 (0.8614) mem 21941MB +[2025-12-25 00:54:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][40/1573] eta 0:18:49 lr 0.000049 time 0.4142 (0.7368) loss 1282.2810 (1320.8345) grad_norm 333.1030 (386.0471) embed_mse 1281.1787 (1319.7300) mask_bce 0.2457 (0.2436) mask_dice 0.8566 (0.8609) mem 21941MB +[2025-12-25 00:54:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][50/1573] eta 0:18:44 lr 0.000049 time 0.4293 (0.7385) loss 1309.0001 (1316.7298) grad_norm 308.0139 (373.0416) embed_mse 1307.9299 (1315.6256) mask_bce 0.1881 (0.2453) mask_dice 0.8820 (0.8588) mem 21941MB +[2025-12-25 00:54:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][60/1573] eta 0:18:02 lr 0.000049 time 0.4159 (0.7157) loss 1343.9446 (1317.6014) grad_norm 365.6648 (371.9877) embed_mse 1342.8391 (1316.4954) mask_bce 0.2640 (0.2479) mask_dice 0.8414 (0.8580) mem 21941MB +[2025-12-25 00:54:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][70/1573] eta 0:18:54 lr 0.000049 time 0.4160 (0.7549) loss 1312.8066 (1318.1577) grad_norm 343.4822 (368.4245) embed_mse 1311.6949 (1317.0500) mask_bce 0.2528 (0.2511) mask_dice 0.8589 (0.8567) mem 21941MB +[2025-12-25 00:54:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][80/1573] eta 0:18:55 lr 0.000049 time 0.4190 (0.7603) loss 1311.2181 (1315.9156) grad_norm 230.7964 (349.9299) embed_mse 1310.1537 (1314.8069) mask_bce 0.1651 (0.2515) mask_dice 0.8994 (0.8571) mem 21941MB +[2025-12-25 00:54:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][90/1573] eta 0:17:51 lr 0.000049 time 0.4178 (0.7227) loss 1295.4917 (1318.1433) grad_norm 242.9800 (340.2072) embed_mse 1294.3955 (1317.0355) mask_bce 0.2303 (0.2509) mask_dice 0.8660 (0.8568) mem 21941MB +[2025-12-25 00:55:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][100/1573] eta 0:18:17 lr 0.000049 time 0.4138 (0.7451) loss 1274.2111 (1315.6325) grad_norm 231.2146 (331.1245) embed_mse 1273.0994 (1314.5249) mask_bce 0.2612 (0.2513) mask_dice 0.8504 (0.8564) mem 21941MB +[2025-12-25 00:55:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][110/1573] eta 0:18:01 lr 0.000049 time 0.4150 (0.7389) loss 1403.5719 (1317.0869) grad_norm 216.7874 (322.3293) embed_mse 1402.4816 (1315.9793) mask_bce 0.2522 (0.2520) mask_dice 0.8381 (0.8556) mem 21941MB +[2025-12-25 00:55:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][120/1573] eta 0:17:23 lr 0.000049 time 0.4167 (0.7181) loss 1390.3302 (1317.7904) grad_norm 275.3765 (311.0516) embed_mse 1389.1943 (1316.6831) mask_bce 0.2816 (0.2520) mask_dice 0.8542 (0.8554) mem 21941MB +[2025-12-25 00:55:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][130/1573] eta 0:18:23 lr 0.000049 time 0.4146 (0.7650) loss 1281.6793 (1317.0248) grad_norm 167.5923 (302.0854) embed_mse 1280.5638 (1315.9168) mask_bce 0.2777 (0.2525) mask_dice 0.8377 (0.8554) mem 21941MB +[2025-12-25 00:55:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][140/1573] eta 0:19:30 lr 0.000049 time 0.4168 (0.8168) loss 1283.5347 (1316.4429) grad_norm 276.9995 (300.6097) embed_mse 1282.4595 (1315.3349) mask_bce 0.2377 (0.2522) mask_dice 0.8373 (0.8557) mem 21941MB +[2025-12-25 00:55:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][150/1573] eta 0:19:00 lr 0.000049 time 1.0528 (0.8012) loss 1277.3215 (1316.0585) grad_norm 312.6493 (301.2786) embed_mse 1276.2375 (1314.9511) mask_bce 0.2236 (0.2521) mask_dice 0.8603 (0.8553) mem 21941MB +[2025-12-25 00:56:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][160/1573] eta 0:20:01 lr 0.000049 time 4.4200 (0.8506) loss 1332.8956 (1315.2519) grad_norm 205.1298 (302.5378) embed_mse 1331.7660 (1314.1431) mask_bce 0.2897 (0.2532) mask_dice 0.8400 (0.8555) mem 21941MB +[2025-12-25 00:56:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][170/1573] eta 0:19:30 lr 0.000049 time 0.4272 (0.8346) loss 1289.6768 (1315.0861) grad_norm 176.0235 (296.5133) embed_mse 1288.5787 (1313.9762) mask_bce 0.2526 (0.2546) mask_dice 0.8455 (0.8553) mem 21941MB +[2025-12-25 00:56:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][180/1573] eta 0:18:56 lr 0.000049 time 0.4199 (0.8160) loss 1333.6893 (1314.9843) grad_norm 203.7519 (292.2969) embed_mse 1332.3188 (1313.8733) mask_bce 0.5300 (0.2557) mask_dice 0.8404 (0.8552) mem 21941MB +[2025-12-25 00:56:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][190/1573] eta 0:19:13 lr 0.000049 time 0.4155 (0.8344) loss 1343.3599 (1315.7377) grad_norm 176.5084 (287.2626) embed_mse 1342.2841 (1314.6277) mask_bce 0.2080 (0.2546) mask_dice 0.8678 (0.8554) mem 21941MB +[2025-12-25 00:56:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][200/1573] eta 0:18:38 lr 0.000049 time 0.4156 (0.8145) loss 1254.6371 (1315.5199) grad_norm 304.8111 (285.2731) embed_mse 1253.5436 (1314.4104) mask_bce 0.2396 (0.2540) mask_dice 0.8539 (0.8555) mem 21941MB +[2025-12-25 00:56:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][210/1573] eta 0:18:05 lr 0.000049 time 0.5101 (0.7966) loss 1326.4169 (1315.1814) grad_norm 203.1299 (282.1138) embed_mse 1325.3303 (1314.0722) mask_bce 0.2205 (0.2537) mask_dice 0.8660 (0.8555) mem 21941MB +[2025-12-25 00:56:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][220/1573] eta 0:18:02 lr 0.000049 time 0.4168 (0.8001) loss 1346.3851 (1315.7717) grad_norm 272.9913 (281.7759) embed_mse 1345.3003 (1314.6628) mask_bce 0.2364 (0.2537) mask_dice 0.8484 (0.8551) mem 21941MB +[2025-12-25 00:56:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][230/1573] eta 0:17:37 lr 0.000049 time 0.4220 (0.7878) loss 1351.6221 (1315.5713) grad_norm 291.0996 (282.1089) embed_mse 1350.5209 (1314.4628) mask_bce 0.2316 (0.2532) mask_dice 0.8696 (0.8553) mem 21941MB +[2025-12-25 00:57:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][240/1573] eta 0:17:29 lr 0.000049 time 0.4162 (0.7873) loss 1299.6960 (1315.4888) grad_norm 469.1822 (284.2286) embed_mse 1298.6179 (1314.3804) mask_bce 0.2114 (0.2533) mask_dice 0.8667 (0.8550) mem 21941MB +[2025-12-25 00:57:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][250/1573] eta 0:17:02 lr 0.000049 time 0.4230 (0.7728) loss 1340.0005 (1315.9378) grad_norm 462.3450 (289.9742) embed_mse 1338.9220 (1314.8298) mask_bce 0.2150 (0.2530) mask_dice 0.8636 (0.8550) mem 21941MB +[2025-12-25 00:57:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][260/1573] eta 0:16:49 lr 0.000049 time 0.4471 (0.7691) loss 1242.1677 (1316.3146) grad_norm 361.2356 (292.2011) embed_mse 1241.0422 (1315.2065) mask_bce 0.2721 (0.2531) mask_dice 0.8534 (0.8549) mem 21941MB +[2025-12-25 00:57:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][270/1573] eta 0:16:45 lr 0.000049 time 0.4204 (0.7714) loss 1274.1473 (1315.4558) grad_norm 269.9082 (291.5256) embed_mse 1273.0482 (1314.3481) mask_bce 0.2672 (0.2527) mask_dice 0.8319 (0.8549) mem 21941MB +[2025-12-25 00:57:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][280/1573] eta 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00:58:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][380/1573] eta 0:14:56 lr 0.000049 time 6.5271 (0.7518) loss 1277.0797 (1314.3406) grad_norm 250.5528 (307.8506) embed_mse 1275.9910 (1313.2334) mask_bce 0.2405 (0.2528) mask_dice 0.8483 (0.8545) mem 21941MB +[2025-12-25 00:58:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][390/1573] eta 0:14:39 lr 0.000049 time 0.4161 (0.7434) loss 1279.2793 (1314.1851) grad_norm 453.9823 (310.8951) embed_mse 1278.0485 (1313.0777) mask_bce 0.3875 (0.2530) mask_dice 0.8433 (0.8544) mem 21941MB +[2025-12-25 00:58:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][400/1573] eta 0:14:27 lr 0.000049 time 0.4143 (0.7393) loss 1310.4502 (1313.9276) grad_norm 267.4420 (308.4675) embed_mse 1309.3604 (1312.8204) mask_bce 0.2414 (0.2527) mask_dice 0.8483 (0.8545) mem 21941MB +[2025-12-25 00:58:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][410/1573] eta 0:14:16 lr 0.000049 time 0.4454 (0.7368) loss 1320.2650 (1313.7498) grad_norm 221.0505 (306.7535) embed_mse 1319.1390 (1312.6426) mask_bce 0.2562 (0.2529) mask_dice 0.8697 (0.8544) mem 21941MB +[2025-12-25 00:58:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][420/1573] eta 0:14:04 lr 0.000049 time 0.4170 (0.7328) loss 1247.1857 (1313.6171) grad_norm 279.4459 (306.2284) embed_mse 1246.0646 (1312.5099) mask_bce 0.2970 (0.2526) mask_dice 0.8241 (0.8546) mem 21941MB +[2025-12-25 00:59:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][430/1573] eta 0:13:56 lr 0.000049 time 0.4405 (0.7321) loss 1268.3408 (1312.9808) grad_norm 224.6750 (304.6896) embed_mse 1267.2198 (1311.8738) mask_bce 0.2511 (0.2525) mask_dice 0.8699 (0.8546) mem 21941MB +[2025-12-25 00:59:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][440/1573] eta 0:13:45 lr 0.000049 time 0.7280 (0.7284) loss 1371.8577 (1313.3547) grad_norm 282.3241 (301.6481) embed_mse 1370.7297 (1312.2468) mask_bce 0.3058 (0.2535) mask_dice 0.8221 (0.8544) mem 21941MB +[2025-12-25 00:59:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][450/1573] eta 0:13:33 lr 0.000049 time 0.4431 (0.7243) loss 1351.9834 (1313.9326) grad_norm 275.6213 (301.1834) embed_mse 1350.8782 (1312.8249) mask_bce 0.2662 (0.2534) mask_dice 0.8390 (0.8544) mem 21941MB +[2025-12-25 00:59:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][460/1573] eta 0:13:20 lr 0.000049 time 0.4727 (0.7189) loss 1351.2574 (1313.9161) grad_norm 382.7227 (302.6139) embed_mse 1350.1418 (1312.8081) mask_bce 0.2604 (0.2536) mask_dice 0.8552 (0.8544) mem 21941MB +[2025-12-25 00:59:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][470/1573] eta 0:13:15 lr 0.000049 time 0.4208 (0.7210) loss 1276.3632 (1313.9777) grad_norm 275.1963 (302.1412) embed_mse 1275.3065 (1312.8699) mask_bce 0.1972 (0.2534) mask_dice 0.8594 (0.8543) mem 21941MB +[2025-12-25 00:59:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][480/1573] eta 0:13:14 lr 0.000049 time 0.4191 (0.7265) loss 1358.7231 (1314.3871) grad_norm 278.4069 (300.7769) embed_mse 1357.6431 (1313.2797) mask_bce 0.2281 (0.2532) mask_dice 0.8521 (0.8542) mem 21941MB +[2025-12-25 00:59:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][490/1573] eta 0:13:09 lr 0.000049 time 0.4187 (0.7293) loss 1323.3613 (1314.5159) grad_norm 244.1345 (299.8483) embed_mse 1322.2734 (1313.4085) mask_bce 0.2284 (0.2533) mask_dice 0.8595 (0.8542) mem 21941MB +[2025-12-25 00:59:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][500/1573] eta 0:13:04 lr 0.000049 time 0.4188 (0.7309) loss 1373.2169 (1314.5347) grad_norm 246.1270 (298.9818) embed_mse 1372.1157 (1313.4275) mask_bce 0.2254 (0.2532) mask_dice 0.8758 (0.8541) mem 21941MB +[2025-12-25 01:00:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][510/1573] eta 0:12:56 lr 0.000049 time 0.4228 (0.7308) loss 1383.3934 (1314.6459) grad_norm 210.9905 (297.5851) embed_mse 1382.2766 (1313.5388) mask_bce 0.2736 (0.2529) mask_dice 0.8432 (0.8541) mem 21941MB +[2025-12-25 01:00:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][520/1573] eta 0:13:17 lr 0.000049 time 0.4150 (0.7576) loss 1255.9884 (1314.5192) grad_norm 370.9931 (301.3902) embed_mse 1254.9044 (1313.4122) mask_bce 0.2529 (0.2530) mask_dice 0.8311 (0.8541) mem 21941MB +[2025-12-25 01:00:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][530/1573] eta 0:13:03 lr 0.000049 time 0.4332 (0.7514) loss 1296.9861 (1314.4025) grad_norm 339.5246 (301.9680) embed_mse 1295.9258 (1313.2956) mask_bce 0.1984 (0.2529) mask_dice 0.8619 (0.8539) mem 21941MB +[2025-12-25 01:00:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][540/1573] eta 0:12:56 lr 0.000049 time 0.4210 (0.7516) loss 1303.6382 (1314.3501) grad_norm 265.0513 (301.4170) embed_mse 1302.5574 (1313.2432) mask_bce 0.2308 (0.2528) mask_dice 0.8499 (0.8540) mem 21941MB +[2025-12-25 01:00:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][550/1573] eta 0:12:44 lr 0.000049 time 0.4216 (0.7473) loss 1359.1344 (1314.0611) grad_norm 213.2570 (300.1205) embed_mse 1358.0571 (1312.9545) mask_bce 0.1980 (0.2525) mask_dice 0.8792 (0.8541) mem 21941MB +[2025-12-25 01:00:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][560/1573] eta 0:12:38 lr 0.000049 time 0.4165 (0.7484) loss 1321.8969 (1314.1723) grad_norm 368.3706 (300.1680) embed_mse 1320.7943 (1313.0655) mask_bce 0.2560 (0.2528) mask_dice 0.8465 (0.8539) mem 21941MB +[2025-12-25 01:00:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][570/1573] eta 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grad_norm 254.2617 (302.3122) embed_mse 1397.1696 (1313.2164) mask_bce 0.2087 (0.2528) mask_dice 0.8782 (0.8539) mem 21941MB +[2025-12-25 01:01:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][610/1573] eta 0:12:02 lr 0.000049 time 0.4182 (0.7507) loss 1304.8977 (1314.3404) grad_norm 347.3351 (302.9046) embed_mse 1303.7589 (1313.2339) mask_bce 0.3107 (0.2527) mask_dice 0.8281 (0.8538) mem 21941MB +[2025-12-25 01:01:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][620/1573] eta 0:11:56 lr 0.000049 time 0.4167 (0.7519) loss 1333.9960 (1314.6056) grad_norm 164.9449 (301.1129) embed_mse 1332.9224 (1313.4990) mask_bce 0.2097 (0.2528) mask_dice 0.8639 (0.8538) mem 21941MB +[2025-12-25 01:01:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][630/1573] eta 0:11:51 lr 0.000049 time 0.4154 (0.7541) loss 1266.6534 (1314.4972) grad_norm 211.3697 (299.9623) embed_mse 1265.5077 (1313.3904) mask_bce 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01:02:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][670/1573] eta 0:11:15 lr 0.000049 time 0.4341 (0.7478) loss 1359.5503 (1314.0576) grad_norm 271.1671 (299.1589) embed_mse 1358.4484 (1312.9512) mask_bce 0.2478 (0.2528) mask_dice 0.8542 (0.8536) mem 21941MB +[2025-12-25 01:02:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][680/1573] eta 0:11:05 lr 0.000049 time 0.7745 (0.7450) loss 1290.5558 (1314.3113) grad_norm 220.4384 (296.9919) embed_mse 1289.4202 (1313.2047) mask_bce 0.2914 (0.2531) mask_dice 0.8442 (0.8535) mem 21941MB +[2025-12-25 01:02:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][690/1573] eta 0:11:01 lr 0.000049 time 5.8410 (0.7497) loss 1330.7544 (1314.3770) grad_norm 330.2084 (297.3781) embed_mse 1329.6786 (1313.2706) mask_bce 0.2336 (0.2529) mask_dice 0.8423 (0.8536) mem 21941MB +[2025-12-25 01:02:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][700/1573] eta 0:10:56 lr 0.000049 time 0.4186 (0.7520) loss 1335.3821 (1314.3471) grad_norm 433.6929 (298.9450) embed_mse 1334.3096 (1313.2402) mask_bce 0.2127 (0.2533) mask_dice 0.8599 (0.8536) mem 21941MB +[2025-12-25 01:02:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][710/1573] eta 0:10:47 lr 0.000049 time 0.4293 (0.7502) loss 1304.2477 (1314.2813) grad_norm 274.8757 (298.6715) embed_mse 1303.1514 (1313.1745) mask_bce 0.2372 (0.2533) mask_dice 0.8591 (0.8536) mem 21941MB +[2025-12-25 01:02:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][720/1573] eta 0:10:42 lr 0.000049 time 3.5879 (0.7533) loss 1286.5765 (1314.2259) grad_norm 252.9169 (297.1714) embed_mse 1285.4127 (1313.1191) mask_bce 0.3297 (0.2533) mask_dice 0.8341 (0.8535) mem 21941MB +[2025-12-25 01:02:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][730/1573] eta 0:10:31 lr 0.000049 time 0.4214 (0.7489) loss 1308.8027 (1314.0688) grad_norm 222.3404 (296.3491) embed_mse 1307.7104 (1312.9620) mask_bce 0.2235 (0.2533) mask_dice 0.8688 (0.8535) mem 21941MB +[2025-12-25 01:03:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][740/1573] eta 0:10:27 lr 0.000049 time 0.4236 (0.7527) loss 1304.7117 (1314.0606) grad_norm 299.0400 (296.3784) embed_mse 1303.4882 (1312.9537) mask_bce 0.3577 (0.2533) mask_dice 0.8658 (0.8535) mem 21941MB +[2025-12-25 01:03:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][750/1573] eta 0:10:16 lr 0.000049 time 0.4300 (0.7485) loss 1301.2284 (1314.2332) grad_norm 288.9601 (296.2986) embed_mse 1300.1260 (1313.1264) mask_bce 0.2627 (0.2532) mask_dice 0.8398 (0.8536) mem 21941MB +[2025-12-25 01:03:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][760/1573] eta 0:10:05 lr 0.000049 time 0.4193 (0.7449) loss 1305.1014 (1314.1568) grad_norm 306.2956 (294.9980) embed_mse 1304.0054 (1313.0499) mask_bce 0.2353 (0.2533) mask_dice 0.8608 (0.8536) mem 21941MB +[2025-12-25 01:03:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][770/1573] eta 0:09:57 lr 0.000049 time 0.4538 (0.7447) loss 1323.0692 (1314.0192) grad_norm 165.3943 (293.6480) embed_mse 1321.9573 (1312.9122) mask_bce 0.2575 (0.2536) mask_dice 0.8545 (0.8535) mem 21941MB +[2025-12-25 01:03:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][780/1573] eta 0:09:56 lr 0.000049 time 6.0881 (0.7519) loss 1337.5503 (1314.1559) grad_norm 399.7177 (294.7415) embed_mse 1336.4600 (1313.0489) mask_bce 0.2090 (0.2535) mask_dice 0.8813 (0.8535) mem 21941MB +[2025-12-25 01:03:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][790/1573] eta 0:09:50 lr 0.000049 time 0.4231 (0.7545) loss 1269.8973 (1314.0658) grad_norm 168.5456 (293.4537) embed_mse 1268.7943 (1312.9588) mask_bce 0.2745 (0.2535) mask_dice 0.8286 (0.8534) mem 21941MB +[2025-12-25 01:03:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][800/1573] eta 0:09:40 lr 0.000049 time 0.4325 (0.7505) loss 1264.5787 (1314.0067) grad_norm 296.9320 (292.7959) embed_mse 1263.4507 (1312.8999) mask_bce 0.2513 (0.2533) mask_dice 0.8767 (0.8535) mem 21941MB +[2025-12-25 01:03:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][810/1573] eta 0:09:29 lr 0.000049 time 0.4357 (0.7468) loss 1287.4304 (1314.0755) grad_norm 231.5603 (292.1896) embed_mse 1286.3319 (1312.9687) mask_bce 0.2386 (0.2532) mask_dice 0.8598 (0.8536) mem 21941MB +[2025-12-25 01:04:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][820/1573] eta 0:09:22 lr 0.000049 time 0.4168 (0.7476) loss 1355.6128 (1314.1292) grad_norm 211.2896 (291.3965) embed_mse 1354.5021 (1313.0225) mask_bce 0.2611 (0.2531) mask_dice 0.8496 (0.8536) mem 21941MB +[2025-12-25 01:04:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][830/1573] eta 0:09:19 lr 0.000049 time 0.4158 (0.7532) loss 1311.4169 (1313.9090) grad_norm 193.7089 (290.4481) embed_mse 1310.3391 (1312.8026) mask_bce 0.2164 (0.2528) mask_dice 0.8613 (0.8537) mem 21941MB +[2025-12-25 01:04:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][840/1573] eta 0:09:10 lr 0.000049 time 0.4244 (0.7509) loss 1307.4857 (1313.8757) grad_norm 237.7991 (289.5536) embed_mse 1306.3654 (1312.7693) mask_bce 0.2737 (0.2527) mask_dice 0.8467 (0.8537) mem 21941MB +[2025-12-25 01:04:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][850/1573] eta 0:09:01 lr 0.000049 time 0.4255 (0.7485) loss 1323.3514 (1313.5069) grad_norm 286.9567 (289.5291) embed_mse 1322.2589 (1312.4007) mask_bce 0.2609 (0.2525) mask_dice 0.8315 (0.8537) mem 21941MB +[2025-12-25 01:04:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][860/1573] eta 0:08:53 lr 0.000049 time 2.3029 (0.7482) loss 1276.1672 (1313.4381) grad_norm 244.4670 (289.1079) embed_mse 1275.0338 (1312.3320) mask_bce 0.3056 (0.2524) mask_dice 0.8277 (0.8538) mem 21941MB +[2025-12-25 01:04:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][870/1573] eta 0:08:44 lr 0.000049 time 0.4184 (0.7459) loss 1315.1798 (1313.6560) grad_norm 222.3330 (288.4897) embed_mse 1314.0706 (1312.5499) mask_bce 0.2548 (0.2522) mask_dice 0.8545 (0.8539) mem 21941MB +[2025-12-25 01:04:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][880/1573] eta 0:08:36 lr 0.000049 time 0.4231 (0.7450) loss 1345.9331 (1313.6319) grad_norm 387.0106 (288.8237) embed_mse 1344.7947 (1312.5258) mask_bce 0.2612 (0.2523) mask_dice 0.8772 (0.8538) mem 21941MB +[2025-12-25 01:04:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][890/1573] eta 0:08:27 lr 0.000049 time 0.4206 (0.7429) loss 1309.4374 (1313.3472) grad_norm 181.6332 (287.8580) embed_mse 1308.3154 (1312.2411) mask_bce 0.2820 (0.2522) mask_dice 0.8399 (0.8538) mem 21941MB +[2025-12-25 01:05:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][900/1573] eta 0:08:20 lr 0.000049 time 0.4289 (0.7436) loss 1269.6228 (1313.2895) grad_norm 261.1951 (287.6200) embed_mse 1268.5668 (1312.1836) mask_bce 0.1720 (0.2521) mask_dice 0.8840 (0.8538) mem 21941MB +[2025-12-25 01:05:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][910/1573] eta 0:08:14 lr 0.000049 time 0.4209 (0.7459) loss 1323.0789 (1313.3967) grad_norm 211.3909 (286.9454) embed_mse 1321.9672 (1312.2909) mask_bce 0.2262 (0.2520) mask_dice 0.8855 (0.8538) mem 21941MB +[2025-12-25 01:05:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][920/1573] eta 0:08:04 lr 0.000049 time 0.4415 (0.7424) loss 1347.9147 (1313.4034) grad_norm 211.9215 (286.8781) embed_mse 1346.8376 (1312.2976) mask_bce 0.2152 (0.2520) mask_dice 0.8618 (0.8538) mem 21941MB +[2025-12-25 01:05:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][930/1573] eta 0:07:57 lr 0.000049 time 0.4247 (0.7421) loss 1304.3099 (1313.5578) grad_norm 287.5181 (286.8837) embed_mse 1303.2028 (1312.4520) mask_bce 0.2645 (0.2520) mask_dice 0.8428 (0.8537) mem 21941MB +[2025-12-25 01:05:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][940/1573] eta 0:07:49 lr 0.000049 time 0.4330 (0.7409) loss 1335.2889 (1313.6982) grad_norm 315.2782 (287.1264) embed_mse 1334.0981 (1312.5925) mask_bce 0.3141 (0.2520) mask_dice 0.8767 (0.8537) mem 21941MB +[2025-12-25 01:05:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][950/1573] eta 0:07:39 lr 0.000049 time 0.4271 (0.7382) loss 1327.2214 (1313.7802) grad_norm 375.0854 (287.8718) embed_mse 1326.1549 (1312.6745) mask_bce 0.1961 (0.2520) mask_dice 0.8704 (0.8537) mem 21941MB +[2025-12-25 01:05:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][960/1573] eta 0:07:31 lr 0.000049 time 0.4328 (0.7372) loss 1320.0713 (1313.9046) grad_norm 281.6837 (288.0670) embed_mse 1318.9709 (1312.7989) mask_bce 0.2559 (0.2520) mask_dice 0.8444 (0.8537) mem 21941MB +[2025-12-25 01:05:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][970/1573] eta 0:07:29 lr 0.000049 time 0.4931 (0.7459) loss 1326.6681 (1313.8757) grad_norm 294.1087 (288.1169) embed_mse 1325.5897 (1312.7702) mask_bce 0.2120 (0.2518) mask_dice 0.8663 (0.8538) mem 21941MB +[2025-12-25 01:05:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][980/1573] eta 0:07:20 lr 0.000049 time 0.4883 (0.7432) loss 1290.5691 (1313.7610) grad_norm 440.5634 (289.3664) embed_mse 1289.4462 (1312.6555) mask_bce 0.2934 (0.2517) mask_dice 0.8294 (0.8538) mem 21941MB +[2025-12-25 01:06:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][990/1573] eta 0:07:12 lr 0.000049 time 0.4224 (0.7419) loss 1347.1813 (1313.6816) grad_norm 397.5135 (290.2457) embed_mse 1346.0608 (1312.5762) mask_bce 0.2758 (0.2517) mask_dice 0.8448 (0.8538) mem 21941MB +[2025-12-25 01:06:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1000/1573] eta 0:07:04 lr 0.000049 time 1.1185 (0.7412) loss 1223.3102 (1313.3094) grad_norm 245.7452 (289.0783) embed_mse 1222.2029 (1312.2041) mask_bce 0.2405 (0.2516) mask_dice 0.8669 (0.8538) mem 21941MB +[2025-12-25 01:06:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1010/1573] eta 0:06:56 lr 0.000049 time 0.4203 (0.7405) loss 1295.2255 (1313.6229) grad_norm 390.6737 (289.8846) embed_mse 1294.1141 (1312.5176) mask_bce 0.2722 (0.2514) mask_dice 0.8391 (0.8538) mem 21941MB +[2025-12-25 01:06:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1020/1573] eta 0:06:50 lr 0.000049 time 0.4283 (0.7421) loss 1342.0780 (1313.5399) grad_norm 328.3075 (290.1871) embed_mse 1340.9161 (1312.4345) mask_bce 0.2742 (0.2515) mask_dice 0.8877 (0.8539) mem 21941MB +[2025-12-25 01:06:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1030/1573] eta 0:06:41 lr 0.000049 time 0.4216 (0.7396) loss 1323.8252 (1313.4581) grad_norm 217.0154 (289.6155) embed_mse 1322.7383 (1312.3528) mask_bce 0.2257 (0.2514) mask_dice 0.8612 (0.8539) mem 21941MB +[2025-12-25 01:06:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1040/1573] eta 0:06:33 lr 0.000049 time 0.4353 (0.7382) loss 1330.6943 (1313.3805) grad_norm 210.9064 (288.2534) embed_mse 1329.5803 (1312.2753) mask_bce 0.2617 (0.2514) mask_dice 0.8523 (0.8538) mem 21941MB +[2025-12-25 01:06:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1050/1573] eta 0:06:24 lr 0.000049 time 0.4226 (0.7359) loss 1294.8075 (1313.4497) grad_norm 307.6010 (288.4011) embed_mse 1293.6688 (1312.3443) mask_bce 0.2870 (0.2517) mask_dice 0.8517 (0.8537) mem 21941MB +[2025-12-25 01:06:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1060/1573] eta 0:06:16 lr 0.000049 time 1.1034 (0.7336) loss 1315.4421 (1313.5612) grad_norm 188.2286 (287.6423) embed_mse 1314.3265 (1312.4559) mask_bce 0.2574 (0.2516) mask_dice 0.8583 (0.8537) mem 21941MB +[2025-12-25 01:06:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1070/1573] eta 0:06:07 lr 0.000049 time 0.4191 (0.7308) loss 1247.4224 (1313.5781) grad_norm 367.7053 (288.2443) embed_mse 1246.3441 (1312.4729) mask_bce 0.2356 (0.2516) mask_dice 0.8426 (0.8536) mem 21941MB +[2025-12-25 01:07:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1080/1573] eta 0:06:01 lr 0.000049 time 0.4211 (0.7342) loss 1311.3842 (1313.3414) grad_norm 167.4324 (286.7021) embed_mse 1310.3237 (1312.2361) mask_bce 0.2051 (0.2518) mask_dice 0.8552 (0.8535) mem 21941MB +[2025-12-25 01:07:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1090/1573] eta 0:05:54 lr 0.000049 time 0.4248 (0.7339) loss 1411.5303 (1313.3534) grad_norm 444.4584 (287.8621) embed_mse 1410.3809 (1312.2482) mask_bce 0.3148 (0.2519) mask_dice 0.8345 (0.8534) mem 21941MB +[2025-12-25 01:07:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1100/1573] eta 0:05:46 lr 0.000049 time 0.4429 (0.7316) loss 1284.6842 (1313.4309) grad_norm 546.7833 (289.7520) embed_mse 1283.5922 (1312.3255) mask_bce 0.2668 (0.2520) mask_dice 0.8254 (0.8534) mem 21941MB +[2025-12-25 01:07:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1110/1573] eta 0:05:37 lr 0.000049 time 0.4245 (0.7296) loss 1266.4406 (1313.5581) grad_norm 398.8269 (290.5424) embed_mse 1265.3724 (1312.4527) mask_bce 0.2250 (0.2520) mask_dice 0.8431 (0.8534) mem 21941MB +[2025-12-25 01:07:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1120/1573] eta 0:05:31 lr 0.000049 time 0.4249 (0.7318) loss 1331.4175 (1313.5727) grad_norm 234.7759 (289.8786) embed_mse 1330.3204 (1312.4674) mask_bce 0.2444 (0.2519) mask_dice 0.8526 (0.8534) mem 21941MB +[2025-12-25 01:07:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1130/1573] eta 0:05:22 lr 0.000049 time 0.4159 (0.7291) loss 1291.7067 (1313.7270) grad_norm 421.7228 (290.8136) embed_mse 1290.5851 (1312.6217) mask_bce 0.2744 (0.2520) mask_dice 0.8472 (0.8533) mem 21941MB +[2025-12-25 01:07:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1140/1573] eta 0:05:16 lr 0.000049 time 0.4189 (0.7307) loss 1326.1453 (1313.6807) grad_norm 548.6436 (292.6293) embed_mse 1325.0530 (1312.5754) mask_bce 0.2501 (0.2520) mask_dice 0.8422 (0.8533) mem 21941MB +[2025-12-25 01:07:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1150/1573] eta 0:05:10 lr 0.000049 time 2.9000 (0.7337) loss 1216.1190 (1313.6789) grad_norm 293.9580 (292.6386) embed_mse 1214.9934 (1312.5737) mask_bce 0.2953 (0.2519) mask_dice 0.8303 (0.8533) mem 21941MB +[2025-12-25 01:07:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1160/1573] eta 0:05:01 lr 0.000049 time 0.4255 (0.7311) loss 1269.5155 (1313.5964) grad_norm 236.0171 (291.6832) embed_mse 1268.3961 (1312.4913) mask_bce 0.2489 (0.2518) mask_dice 0.8704 (0.8533) mem 21941MB +[2025-12-25 01:08:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1170/1573] eta 0:04:55 lr 0.000049 time 5.5434 (0.7330) loss 1333.3303 (1313.6383) grad_norm 265.4560 (291.5036) embed_mse 1332.2319 (1312.5332) mask_bce 0.2286 (0.2518) mask_dice 0.8698 (0.8533) mem 21941MB +[2025-12-25 01:08:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1180/1573] eta 0:04:47 lr 0.000049 time 0.4277 (0.7306) loss 1330.6141 (1313.5904) grad_norm 270.8442 (291.3631) embed_mse 1329.5509 (1312.4854) mask_bce 0.2126 (0.2518) mask_dice 0.8507 (0.8532) mem 21941MB +[2025-12-25 01:08:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1190/1573] eta 0:04:39 lr 0.000049 time 0.4198 (0.7290) loss 1303.3534 (1313.5775) grad_norm 462.0087 (292.5161) embed_mse 1302.2709 (1312.4726) mask_bce 0.2323 (0.2517) mask_dice 0.8502 (0.8532) mem 21941MB +[2025-12-25 01:08:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1200/1573] eta 0:04:32 lr 0.000049 time 0.4265 (0.7303) loss 1281.1979 (1313.6953) grad_norm 286.7383 (293.0049) embed_mse 1280.0819 (1312.5903) mask_bce 0.2923 (0.2518) mask_dice 0.8236 (0.8532) mem 21941MB +[2025-12-25 01:08:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1210/1573] eta 0:04:24 lr 0.000049 time 0.4299 (0.7279) loss 1279.9664 (1313.6776) grad_norm 220.6809 (292.5259) embed_mse 1278.8025 (1312.5727) mask_bce 0.3422 (0.2517) mask_dice 0.8218 (0.8532) mem 21941MB +[2025-12-25 01:08:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1220/1573] eta 0:04:16 lr 0.000049 time 0.4428 (0.7257) loss 1327.4766 (1313.6570) grad_norm 317.9520 (292.6932) embed_mse 1326.3950 (1312.5523) mask_bce 0.2483 (0.2515) mask_dice 0.8332 (0.8532) mem 21941MB +[2025-12-25 01:08:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1230/1573] eta 0:04:08 lr 0.000049 time 0.4192 (0.7244) loss 1268.9559 (1313.7112) grad_norm 400.5163 (293.3979) embed_mse 1267.8616 (1312.6066) mask_bce 0.2423 (0.2515) mask_dice 0.8520 (0.8532) mem 21941MB +[2025-12-25 01:08:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1240/1573] eta 0:04:01 lr 0.000049 time 0.4280 (0.7249) loss 1302.7213 (1313.6513) grad_norm 387.0904 (295.4898) embed_mse 1301.6449 (1312.5468) mask_bce 0.2263 (0.2513) mask_dice 0.8501 (0.8532) mem 21941MB +[2025-12-25 01:08:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1250/1573] eta 0:03:53 lr 0.000049 time 0.4362 (0.7227) loss 1310.5803 (1313.4814) grad_norm 216.6941 (294.9847) embed_mse 1309.4958 (1312.3769) mask_bce 0.2268 (0.2514) mask_dice 0.8576 (0.8532) mem 21941MB +[2025-12-25 01:09:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1260/1573] eta 0:03:45 lr 0.000049 time 1.1459 (0.7220) loss 1335.7041 (1313.5295) grad_norm 175.6233 (294.2245) embed_mse 1334.6025 (1312.4250) mask_bce 0.2505 (0.2513) mask_dice 0.8511 (0.8532) mem 21941MB +[2025-12-25 01:09:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1270/1573] eta 0:03:39 lr 0.000049 time 4.2641 (0.7245) loss 1309.5013 (1313.4251) grad_norm 321.9978 (294.4003) embed_mse 1308.4048 (1312.3206) mask_bce 0.2398 (0.2513) mask_dice 0.8567 (0.8531) mem 21941MB +[2025-12-25 01:09:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1280/1573] eta 0:03:31 lr 0.000049 time 0.4288 (0.7228) loss 1355.6830 (1313.4818) grad_norm 714.8922 (298.4896) embed_mse 1354.5626 (1312.3775) mask_bce 0.2707 (0.2511) mask_dice 0.8498 (0.8532) mem 21941MB +[2025-12-25 01:09:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1290/1573] eta 0:03:23 lr 0.000049 time 0.4245 (0.7206) loss 1345.6371 (1313.5641) grad_norm 638.7347 (300.6030) embed_mse 1344.4801 (1312.4599) mask_bce 0.2656 (0.2511) mask_dice 0.8914 (0.8532) mem 21941MB +[2025-12-25 01:09:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1300/1573] eta 0:03:17 lr 0.000049 time 0.4419 (0.7225) loss 1238.5692 (1313.4738) grad_norm 448.8170 (301.5179) embed_mse 1237.4747 (1312.3696) mask_bce 0.2713 (0.2511) mask_dice 0.8232 (0.8531) mem 21941MB +[2025-12-25 01:09:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1310/1573] eta 0:03:09 lr 0.000049 time 0.4195 (0.7202) loss 1365.5553 (1313.6946) grad_norm 430.7224 (302.3105) embed_mse 1364.4597 (1312.5904) mask_bce 0.2334 (0.2510) mask_dice 0.8622 (0.8532) mem 21941MB +[2025-12-25 01:09:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1320/1573] eta 0:03:01 lr 0.000049 time 0.8675 (0.7183) loss 1340.0690 (1313.7199) grad_norm 459.8902 (302.6080) embed_mse 1338.9630 (1312.6158) mask_bce 0.2354 (0.2510) mask_dice 0.8706 (0.8531) mem 21941MB +[2025-12-25 01:09:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1330/1573] eta 0:02:54 lr 0.000049 time 0.4238 (0.7199) loss 1374.4817 (1313.8431) grad_norm 373.1920 (303.0332) embed_mse 1373.3597 (1312.7390) mask_bce 0.2636 (0.2510) mask_dice 0.8584 (0.8531) mem 21941MB +[2025-12-25 01:09:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1340/1573] eta 0:02:47 lr 0.000049 time 0.4252 (0.7177) loss 1340.7812 (1313.8985) grad_norm 417.6447 (303.7195) embed_mse 1339.7209 (1312.7943) mask_bce 0.2211 (0.2511) mask_dice 0.8393 (0.8531) mem 21941MB +[2025-12-25 01:09:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1350/1573] eta 0:02:39 lr 0.000049 time 0.4316 (0.7155) loss 1269.6100 (1313.9390) grad_norm 333.8123 (303.8987) embed_mse 1268.5121 (1312.8349) mask_bce 0.2543 (0.2510) mask_dice 0.8436 (0.8531) mem 21941MB +[2025-12-25 01:10:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1360/1573] eta 0:02:32 lr 0.000049 time 0.4215 (0.7177) loss 1327.3652 (1313.7976) grad_norm 300.8753 (303.5526) embed_mse 1326.2592 (1312.6933) mask_bce 0.2547 (0.2512) mask_dice 0.8514 (0.8531) mem 21941MB +[2025-12-25 01:10:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1370/1573] eta 0:02:25 lr 0.000049 time 0.4353 (0.7156) loss 1334.5770 (1313.8114) grad_norm 256.2784 (303.2761) embed_mse 1333.4968 (1312.7072) mask_bce 0.2101 (0.2510) mask_dice 0.8701 (0.8532) mem 21941MB +[2025-12-25 01:10:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1380/1573] eta 0:02:17 lr 0.000049 time 0.4187 (0.7136) loss 1397.8167 (1313.8913) grad_norm 263.6980 (303.0460) embed_mse 1396.6882 (1312.7871) mask_bce 0.2991 (0.2511) mask_dice 0.8293 (0.8531) mem 21941MB +[2025-12-25 01:10:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1390/1573] eta 0:02:10 lr 0.000049 time 0.9548 (0.7129) loss 1394.9316 (1313.9958) grad_norm 241.1552 (302.6883) embed_mse 1393.8408 (1312.8916) mask_bce 0.2259 (0.2512) mask_dice 0.8650 (0.8531) mem 21941MB +[2025-12-25 01:10:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1400/1573] eta 0:02:03 lr 0.000049 time 4.7819 (0.7162) loss 1358.5376 (1314.0773) grad_norm 260.6007 (302.3055) embed_mse 1357.4390 (1312.9730) mask_bce 0.2516 (0.2512) mask_dice 0.8470 (0.8531) mem 21941MB +[2025-12-25 01:10:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1410/1573] eta 0:01:56 lr 0.000049 time 0.4201 (0.7142) loss 1285.8657 (1313.8943) grad_norm 377.8641 (302.7349) embed_mse 1284.7882 (1312.7900) mask_bce 0.2347 (0.2513) mask_dice 0.8428 (0.8530) mem 21941MB +[2025-12-25 01:10:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1420/1573] eta 0:01:48 lr 0.000049 time 0.4349 (0.7123) loss 1342.0641 (1313.8988) grad_norm 308.8910 (302.7696) embed_mse 1340.9572 (1312.7946) mask_bce 0.2628 (0.2512) mask_dice 0.8441 (0.8530) mem 21941MB +[2025-12-25 01:10:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1430/1573] eta 0:01:41 lr 0.000049 time 0.4195 (0.7112) loss 1270.8485 (1313.9698) grad_norm 187.9675 (302.1247) embed_mse 1269.7860 (1312.8657) mask_bce 0.2029 (0.2513) mask_dice 0.8597 (0.8529) mem 21941MB +[2025-12-25 01:10:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1440/1573] eta 0:01:34 lr 0.000049 time 0.4203 (0.7116) loss 1324.8760 (1313.9791) grad_norm 182.3632 (301.1563) embed_mse 1323.7834 (1312.8749) mask_bce 0.2585 (0.2513) mask_dice 0.8340 (0.8529) mem 21941MB +[2025-12-25 01:11:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1450/1573] eta 0:01:28 lr 0.000049 time 3.7007 (0.7163) loss 1310.6995 (1314.0706) grad_norm 352.9733 (301.4426) embed_mse 1309.5958 (1312.9664) mask_bce 0.2247 (0.2513) mask_dice 0.8789 (0.8529) mem 21941MB +[2025-12-25 01:11:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1460/1573] eta 0:01:20 lr 0.000049 time 0.4227 (0.7143) loss 1358.1855 (1314.0836) grad_norm 457.4312 (302.2997) embed_mse 1357.0684 (1312.9794) mask_bce 0.2587 (0.2513) mask_dice 0.8585 (0.8529) mem 21941MB +[2025-12-25 01:11:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1470/1573] eta 0:01:13 lr 0.000049 time 0.4219 (0.7140) loss 1356.8306 (1314.0787) grad_norm 320.3494 (302.3983) embed_mse 1355.7520 (1312.9746) mask_bce 0.2379 (0.2512) mask_dice 0.8408 (0.8529) mem 21941MB +[2025-12-25 01:11:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1480/1573] eta 0:01:06 lr 0.000049 time 0.4216 (0.7130) loss 1329.4312 (1314.0067) grad_norm 452.3264 (303.8192) embed_mse 1328.3058 (1312.9026) mask_bce 0.2920 (0.2512) mask_dice 0.8333 (0.8529) mem 21941MB +[2025-12-25 01:11:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1490/1573] eta 0:00:59 lr 0.000049 time 0.4191 (0.7115) loss 1338.8142 (1314.1321) grad_norm 504.4764 (304.8980) embed_mse 1337.7070 (1313.0280) mask_bce 0.2610 (0.2512) mask_dice 0.8462 (0.8528) mem 21941MB +[2025-12-25 01:11:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1500/1573] eta 0:00:51 lr 0.000049 time 0.4308 (0.7121) loss 1288.3932 (1314.0629) grad_norm 314.0299 (304.9469) embed_mse 1287.3138 (1312.9589) mask_bce 0.2403 (0.2511) mask_dice 0.8391 (0.8529) mem 21941MB +[2025-12-25 01:11:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1510/1573] eta 0:00:45 lr 0.000049 time 0.4215 (0.7146) loss 1321.2655 (1314.1069) grad_norm 201.0144 (304.3940) embed_mse 1320.1788 (1313.0029) mask_bce 0.2285 (0.2511) mask_dice 0.8582 (0.8529) mem 21941MB +[2025-12-25 01:11:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1520/1573] eta 0:00:37 lr 0.000049 time 0.4220 (0.7135) loss 1404.6366 (1314.0635) grad_norm 186.2027 (303.3466) embed_mse 1403.5355 (1312.9596) mask_bce 0.2500 (0.2510) mask_dice 0.8510 (0.8529) mem 21941MB +[2025-12-25 01:12:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1530/1573] eta 0:00:30 lr 0.000049 time 0.4370 (0.7136) loss 1240.9966 (1314.1145) grad_norm 260.8107 (303.1239) embed_mse 1239.9099 (1313.0106) mask_bce 0.2486 (0.2512) mask_dice 0.8382 (0.8528) mem 21941MB +[2025-12-25 01:12:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1540/1573] eta 0:00:23 lr 0.000049 time 0.4220 (0.7118) loss 1351.2728 (1314.1987) grad_norm 285.3138 (303.0312) embed_mse 1350.1517 (1313.0946) mask_bce 0.2936 (0.2513) mask_dice 0.8276 (0.8528) mem 21941MB +[2025-12-25 01:12:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1550/1573] eta 0:00:16 lr 0.000049 time 0.4198 (0.7129) loss 1301.7426 (1314.2591) grad_norm 338.0522 (303.2126) embed_mse 1300.6671 (1313.1550) mask_bce 0.2055 (0.2513) mask_dice 0.8700 (0.8527) mem 21941MB +[2025-12-25 01:12:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1560/1573] eta 0:00:09 lr 0.000049 time 0.4190 (0.7131) loss 1292.0142 (1314.1678) grad_norm 332.8159 (303.1854) embed_mse 1290.9130 (1313.0637) mask_bce 0.2815 (0.2513) mask_dice 0.8197 (0.8527) mem 21941MB +[2025-12-25 01:12:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1570/1573] eta 0:00:02 lr 0.000049 time 0.4241 (0.7127) loss 1334.4866 (1314.0832) grad_norm 364.6871 (303.4991) embed_mse 1333.4181 (1312.9792) mask_bce 0.1870 (0.2513) mask_dice 0.8814 (0.8527) mem 21941MB +[2025-12-25 01:12:31 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 2 training takes 0:18:40 +[2025-12-25 01:12:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][0/1573] eta 1:24:52 lr 0.000049 time 3.2373 (3.2373) loss 1392.5090 (1392.5090) grad_norm 0.0000 (0.0000) embed_mse 1391.3580 (1391.3580) mask_bce 0.2630 (0.2630) mask_dice 0.8879 (0.8879) mem 21941MB +[2025-12-25 01:12:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][10/1573] eta 0:29:50 lr 0.000049 time 0.4251 (1.1454) loss 1373.5942 (1326.0112) grad_norm 607.1013 (607.1013) embed_mse 1372.5067 (1324.9040) mask_bce 0.2361 (0.2541) mask_dice 0.8514 (0.8531) mem 21941MB +[2025-12-25 01:12:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][20/1573] eta 0:25:01 lr 0.000049 time 0.4197 (0.9671) loss 1294.8685 (1320.4173) grad_norm 206.4355 (406.7684) embed_mse 1293.7384 (1319.3130) mask_bce 0.3010 (0.2530) mask_dice 0.8291 (0.8513) mem 21941MB +[2025-12-25 01:12:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][30/1573] eta 0:21:57 lr 0.000049 time 0.4518 (0.8541) loss 1324.7430 (1317.8503) grad_norm 177.8351 (330.4573) embed_mse 1323.6246 (1316.7485) mask_bce 0.2750 (0.2495) mask_dice 0.8433 (0.8522) mem 21941MB +[2025-12-25 01:13:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][40/1573] eta 0:19:23 lr 0.000049 time 0.4144 (0.7588) loss 1296.4052 (1316.9893) grad_norm 534.2040 (370.5880) embed_mse 1295.2871 (1315.8891) mask_bce 0.2989 (0.2489) mask_dice 0.8192 (0.8512) mem 21941MB +[2025-12-25 01:13:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][50/1573] eta 0:20:16 lr 0.000049 time 0.4200 (0.7984) loss 1285.8749 (1314.7512) grad_norm 411.8092 (377.4582) embed_mse 1284.8062 (1313.6544) mask_bce 0.2056 (0.2451) mask_dice 0.8630 (0.8517) mem 21941MB +[2025-12-25 01:13:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][60/1573] eta 0:18:34 lr 0.000049 time 0.4225 (0.7365) loss 1330.5050 (1317.1573) grad_norm 607.9103 (410.3799) embed_mse 1329.4050 (1316.0607) mask_bce 0.2494 (0.2445) mask_dice 0.8506 (0.8521) mem 21941MB +[2025-12-25 01:13:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][70/1573] eta 0:18:49 lr 0.000049 time 0.4303 (0.7515) loss 1280.8035 (1316.1667) grad_norm 337.3551 (401.2518) embed_mse 1279.7301 (1315.0696) mask_bce 0.2107 (0.2446) mask_dice 0.8627 (0.8525) mem 21941MB +[2025-12-25 01:13:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][80/1573] eta 0:18:53 lr 0.000049 time 0.4148 (0.7591) loss 1282.5127 (1313.6179) grad_norm 239.9318 (368.0267) embed_mse 1281.4296 (1312.5211) mask_bce 0.2398 (0.2446) mask_dice 0.8434 (0.8522) mem 21941MB +[2025-12-25 01:13:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][90/1573] eta 0:19:09 lr 0.000049 time 0.4290 (0.7752) loss 1301.4645 (1314.3126) grad_norm 316.6700 (363.3579) embed_mse 1300.3445 (1313.2147) mask_bce 0.2882 (0.2462) mask_dice 0.8317 (0.8516) mem 21941MB +[2025-12-25 01:13:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][100/1573] eta 0:18:16 lr 0.000049 time 0.4263 (0.7446) loss 1367.2800 (1316.0956) grad_norm 404.3310 (366.7723) embed_mse 1366.1625 (1314.9981) mask_bce 0.2819 (0.2455) mask_dice 0.8356 (0.8520) mem 21941MB +[2025-12-25 01:13:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][110/1573] eta 0:18:04 lr 0.000049 time 0.4242 (0.7411) loss 1284.3173 (1314.4136) grad_norm 478.4699 (375.3645) embed_mse 1283.2239 (1313.3173) mask_bce 0.2608 (0.2445) mask_dice 0.8325 (0.8518) mem 21941MB +[2025-12-25 01:14:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][120/1573] eta 0:18:12 lr 0.000049 time 0.4245 (0.7521) loss 1340.1089 (1313.3343) grad_norm 325.9212 (375.8351) embed_mse 1338.9747 (1312.2370) mask_bce 0.3151 (0.2464) mask_dice 0.8190 (0.8509) mem 21941MB +[2025-12-25 01:14:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][130/1573] eta 0:17:33 lr 0.000049 time 0.4262 (0.7298) loss 1239.2479 (1313.3174) grad_norm 292.3500 (370.6173) embed_mse 1238.1958 (1312.2207) mask_bce 0.2100 (0.2458) mask_dice 0.8422 (0.8509) mem 21941MB +[2025-12-25 01:14:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][140/1573] eta 0:17:38 lr 0.000049 time 0.4197 (0.7386) loss 1329.5922 (1313.3257) grad_norm 357.3697 (369.8380) embed_mse 1328.5039 (1312.2287) mask_bce 0.2312 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geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][180/1573] eta 0:16:31 lr 0.000049 time 0.4245 (0.7117) loss 1277.4054 (1313.0405) grad_norm 218.9453 (364.4062) embed_mse 1276.2097 (1311.9445) mask_bce 0.3370 (0.2454) mask_dice 0.8586 (0.8506) mem 21941MB +[2025-12-25 01:14:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][190/1573] eta 0:16:08 lr 0.000049 time 0.4223 (0.6999) loss 1378.2676 (1313.2589) grad_norm 223.7949 (358.2927) embed_mse 1377.1643 (1312.1628) mask_bce 0.2578 (0.2456) mask_dice 0.8454 (0.8506) mem 21941MB +[2025-12-25 01:14:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][200/1573] eta 0:16:06 lr 0.000049 time 2.1213 (0.7042) loss 1244.4432 (1313.6828) grad_norm 300.7155 (356.0383) embed_mse 1243.3505 (1312.5865) mask_bce 0.2514 (0.2459) mask_dice 0.8414 (0.8504) mem 21941MB +[2025-12-25 01:15:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: 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(1312.7969) mask_bce 0.3335 (0.2479) mask_dice 0.8500 (0.8501) mem 21941MB +[2025-12-25 01:15:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][280/1573] eta 0:15:16 lr 0.000049 time 0.4209 (0.7088) loss 1328.6011 (1313.9260) grad_norm 256.3218 (326.7680) embed_mse 1327.5159 (1312.8275) mask_bce 0.2209 (0.2484) mask_dice 0.8643 (0.8502) mem 21941MB +[2025-12-25 01:16:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][290/1573] eta 0:15:22 lr 0.000049 time 0.4209 (0.7186) loss 1364.9884 (1313.8636) grad_norm 166.0902 (322.3047) embed_mse 1363.8966 (1312.7652) mask_bce 0.2511 (0.2484) mask_dice 0.8407 (0.8501) mem 21941MB +[2025-12-25 01:16:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][300/1573] eta 0:15:02 lr 0.000049 time 0.4146 (0.7089) loss 1248.1550 (1312.8858) grad_norm 207.0247 (319.1890) embed_mse 1247.0862 (1311.7875) mask_bce 0.1969 (0.2482) mask_dice 0.8720 (0.8501) mem 21941MB +[2025-12-25 01:16:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][310/1573] eta 0:15:09 lr 0.000049 time 0.4182 (0.7197) loss 1304.1672 (1312.7901) grad_norm 428.3524 (322.0617) embed_mse 1303.0848 (1311.6921) mask_bce 0.2365 (0.2482) mask_dice 0.8460 (0.8498) mem 21941MB +[2025-12-25 01:16:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][320/1573] eta 0:15:01 lr 0.000049 time 0.4346 (0.7192) loss 1376.2085 (1313.2606) grad_norm 184.7064 (319.6650) embed_mse 1375.0895 (1312.1624) mask_bce 0.2863 (0.2484) mask_dice 0.8327 (0.8498) mem 21941MB +[2025-12-25 01:16:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][330/1573] eta 0:15:29 lr 0.000049 time 6.3211 (0.7480) loss 1350.3123 (1313.8154) grad_norm 234.2412 (317.5815) embed_mse 1349.1858 (1312.7171) mask_bce 0.3012 (0.2485) mask_dice 0.8254 (0.8498) mem 21941MB +[2025-12-25 01:16:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][340/1573] eta 0:15:12 lr 0.000049 time 0.4163 (0.7397) loss 1299.8081 (1313.5087) grad_norm 191.6294 (314.5827) embed_mse 1298.6927 (1312.4102) mask_bce 0.2848 (0.2485) mask_dice 0.8306 (0.8499) mem 21941MB +[2025-12-25 01:16:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][350/1573] eta 0:14:53 lr 0.000049 time 0.4166 (0.7306) loss 1285.2397 (1313.1571) grad_norm 217.9971 (312.3365) embed_mse 1284.1597 (1312.0587) mask_bce 0.2417 (0.2485) mask_dice 0.8384 (0.8500) mem 21941MB +[2025-12-25 01:16:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][360/1573] eta 0:14:39 lr 0.000049 time 0.4156 (0.7253) loss 1311.2026 (1313.7648) grad_norm 367.1419 (309.7274) embed_mse 1310.1030 (1312.6660) mask_bce 0.2681 (0.2487) mask_dice 0.8316 (0.8501) mem 21941MB +[2025-12-25 01:17:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][370/1573] eta 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grad_norm 258.4041 (308.1882) embed_mse 1351.6820 (1312.3026) mask_bce 0.3432 (0.2485) mask_dice 0.8138 (0.8502) mem 21941MB +[2025-12-25 01:17:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][410/1573] eta 0:13:52 lr 0.000049 time 0.4221 (0.7155) loss 1271.8295 (1313.2839) grad_norm 172.5125 (305.5279) embed_mse 1270.7344 (1312.1855) mask_bce 0.2169 (0.2481) mask_dice 0.8782 (0.8503) mem 21941MB +[2025-12-25 01:17:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][420/1573] eta 0:13:38 lr 0.000049 time 0.4187 (0.7099) loss 1335.0952 (1313.7692) grad_norm 344.8824 (306.2847) embed_mse 1333.9733 (1312.6707) mask_bce 0.2746 (0.2481) mask_dice 0.8474 (0.8503) mem 21941MB +[2025-12-25 01:17:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][430/1573] eta 0:13:37 lr 0.000049 time 0.4171 (0.7152) loss 1297.1132 (1314.2651) grad_norm 281.4473 (305.8161) embed_mse 1296.0310 (1313.1667) mask_bce 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01:18:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][470/1573] eta 0:13:15 lr 0.000049 time 0.4383 (0.7215) loss 1285.0837 (1314.6113) grad_norm 210.1013 (302.7735) embed_mse 1283.9658 (1313.5129) mask_bce 0.2818 (0.2481) mask_dice 0.8361 (0.8504) mem 21941MB +[2025-12-25 01:18:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][480/1573] eta 0:13:05 lr 0.000049 time 0.4252 (0.7187) loss 1235.3722 (1314.6405) grad_norm 314.7346 (301.9390) embed_mse 1234.2828 (1313.5421) mask_bce 0.2260 (0.2478) mask_dice 0.8634 (0.8506) mem 21941MB +[2025-12-25 01:18:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][490/1573] eta 0:12:54 lr 0.000049 time 0.4256 (0.7150) loss 1254.0670 (1314.2886) grad_norm 171.7543 (299.8048) embed_mse 1252.9337 (1313.1901) mask_bce 0.2993 (0.2480) mask_dice 0.8339 (0.8505) mem 21941MB +[2025-12-25 01:18:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][500/1573] eta 0:12:54 lr 0.000049 time 5.4378 (0.7222) loss 1300.2472 (1314.1294) grad_norm 176.2075 (297.8112) embed_mse 1299.1490 (1313.0310) mask_bce 0.2622 (0.2479) mask_dice 0.8359 (0.8505) mem 21941MB +[2025-12-25 01:18:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][510/1573] eta 0:12:43 lr 0.000049 time 0.4175 (0.7185) loss 1284.2286 (1314.0979) grad_norm 181.5909 (295.9665) embed_mse 1283.1036 (1312.9993) mask_bce 0.2775 (0.2482) mask_dice 0.8476 (0.8503) mem 21941MB +[2025-12-25 01:18:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][520/1573] eta 0:12:39 lr 0.000049 time 0.4165 (0.7216) loss 1362.0128 (1313.9405) grad_norm 208.4968 (293.5067) embed_mse 1360.9263 (1312.8420) mask_bce 0.2336 (0.2483) mask_dice 0.8529 (0.8503) mem 21941MB +[2025-12-25 01:18:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][530/1573] eta 0:12:33 lr 0.000049 time 0.4215 (0.7225) loss 1271.8900 (1313.4404) grad_norm 209.0405 (292.2269) embed_mse 1270.8180 (1312.3420) mask_bce 0.2238 (0.2482) mask_dice 0.8483 (0.8502) mem 21941MB +[2025-12-25 01:19:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][540/1573] eta 0:12:22 lr 0.000049 time 0.4239 (0.7193) loss 1400.1743 (1313.6085) grad_norm 249.5259 (291.5895) embed_mse 1399.0880 (1312.5102) mask_bce 0.2275 (0.2482) mask_dice 0.8588 (0.8501) mem 21941MB +[2025-12-25 01:19:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][550/1573] eta 0:12:14 lr 0.000049 time 0.4206 (0.7180) loss 1346.1509 (1313.7253) grad_norm 259.9125 (291.1237) embed_mse 1345.0323 (1312.6271) mask_bce 0.2657 (0.2483) mask_dice 0.8528 (0.8500) mem 21941MB +[2025-12-25 01:19:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][560/1573] eta 0:12:06 lr 0.000048 time 0.4177 (0.7170) loss 1267.4324 (1313.6137) grad_norm 227.8365 (290.6716) embed_mse 1266.3220 (1312.5151) mask_bce 0.2739 (0.2485) mask_dice 0.8365 (0.8500) mem 21941MB +[2025-12-25 01:19:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][570/1573] eta 0:11:55 lr 0.000048 time 1.0495 (0.7130) loss 1297.5950 (1313.6980) grad_norm 373.1793 (291.8336) embed_mse 1296.4957 (1312.5993) mask_bce 0.2475 (0.2487) mask_dice 0.8518 (0.8500) mem 21941MB +[2025-12-25 01:19:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][580/1573] eta 0:11:50 lr 0.000048 time 2.9754 (0.7155) loss 1309.2084 (1313.6695) grad_norm 236.6257 (291.0669) embed_mse 1308.1206 (1312.5704) mask_bce 0.2321 (0.2491) mask_dice 0.8556 (0.8500) mem 21941MB +[2025-12-25 01:19:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][590/1573] eta 0:11:40 lr 0.000048 time 1.3617 (0.7129) loss 1273.9534 (1313.9315) grad_norm 261.3963 (290.6604) embed_mse 1272.8313 (1312.8323) mask_bce 0.2876 (0.2491) mask_dice 0.8345 (0.8501) mem 21941MB +[2025-12-25 01:19:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][600/1573] eta 0:11:37 lr 0.000048 time 0.4198 (0.7171) loss 1334.7090 (1313.5767) grad_norm 451.4472 (291.9988) embed_mse 1333.6096 (1312.4776) mask_bce 0.2613 (0.2490) mask_dice 0.8380 (0.8501) mem 21941MB +[2025-12-25 01:19:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][610/1573] eta 0:11:31 lr 0.000048 time 0.4202 (0.7181) loss 1312.7897 (1313.8717) grad_norm 571.0110 (295.6700) embed_mse 1311.6812 (1312.7726) mask_bce 0.2637 (0.2491) mask_dice 0.8449 (0.8500) mem 21941MB +[2025-12-25 01:19:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][620/1573] eta 0:11:19 lr 0.000048 time 0.4220 (0.7134) loss 1287.3300 (1313.6721) grad_norm 316.8925 (295.9456) embed_mse 1286.2462 (1312.5730) mask_bce 0.1774 (0.2490) mask_dice 0.9062 (0.8500) mem 21941MB +[2025-12-25 01:19:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][630/1573] eta 0:11:08 lr 0.000048 time 0.4275 (0.7088) loss 1376.5239 (1313.7581) grad_norm 184.9785 (294.5230) embed_mse 1375.4297 (1312.6592) mask_bce 0.2374 (0.2489) mask_dice 0.8568 (0.8500) mem 21941MB +[2025-12-25 01:20:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][640/1573] eta 0:10:57 lr 0.000048 time 0.4242 (0.7052) loss 1297.9902 (1314.0621) grad_norm 190.1233 (293.0135) embed_mse 1296.8584 (1312.9631) mask_bce 0.3057 (0.2491) mask_dice 0.8261 (0.8499) mem 21941MB +[2025-12-25 01:20:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][650/1573] eta 0:10:54 lr 0.000048 time 0.4310 (0.7092) loss 1329.1304 (1314.0803) grad_norm 175.6517 (291.5646) embed_mse 1328.0214 (1312.9814) mask_bce 0.2680 (0.2490) mask_dice 0.8410 (0.8500) mem 21941MB +[2025-12-25 01:20:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][660/1573] eta 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grad_norm 231.6947 (287.9996) embed_mse 1326.4915 (1313.0227) mask_bce 0.2425 (0.2493) mask_dice 0.8528 (0.8497) mem 21941MB +[2025-12-25 01:20:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][700/1573] eta 0:10:11 lr 0.000048 time 0.4184 (0.7002) loss 1306.8206 (1314.0976) grad_norm 333.8053 (288.5261) embed_mse 1305.7039 (1312.9988) mask_bce 0.2740 (0.2493) mask_dice 0.8426 (0.8496) mem 21941MB +[2025-12-25 01:20:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][710/1573] eta 0:10:04 lr 0.000048 time 0.4185 (0.7008) loss 1335.3650 (1314.0215) grad_norm 203.7788 (287.5631) embed_mse 1334.2549 (1312.9228) mask_bce 0.2819 (0.2491) mask_dice 0.8282 (0.8497) mem 21941MB +[2025-12-25 01:21:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][720/1573] eta 0:10:03 lr 0.000048 time 0.4165 (0.7071) loss 1360.4581 (1314.0995) grad_norm 268.9230 (286.7159) embed_mse 1359.3427 (1313.0007) mask_bce 0.2693 (0.2491) mask_dice 0.8462 (0.8496) mem 21941MB +[2025-12-25 01:21:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][730/1573] eta 0:09:52 lr 0.000048 time 0.4162 (0.7031) loss 1324.5459 (1313.8399) grad_norm 279.5348 (286.6369) embed_mse 1323.4666 (1312.7410) mask_bce 0.2053 (0.2493) mask_dice 0.8740 (0.8497) mem 21941MB +[2025-12-25 01:21:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][740/1573] eta 0:09:45 lr 0.000048 time 0.4333 (0.7030) loss 1254.0668 (1313.6858) grad_norm 197.4864 (285.6679) embed_mse 1252.9475 (1312.5869) mask_bce 0.2888 (0.2493) mask_dice 0.8304 (0.8497) mem 21941MB +[2025-12-25 01:21:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][750/1573] eta 0:09:39 lr 0.000048 time 0.4188 (0.7039) loss 1285.7764 (1313.8984) grad_norm 163.4176 (284.3534) embed_mse 1284.6661 (1312.7996) mask_bce 0.2541 (0.2492) mask_dice 0.8561 (0.8497) mem 21941MB +[2025-12-25 01:21:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][760/1573] eta 0:09:29 lr 0.000048 time 0.4180 (0.7004) loss 1208.2595 (1313.8076) grad_norm 264.2851 (283.9851) embed_mse 1207.1813 (1312.7089) mask_bce 0.2255 (0.2491) mask_dice 0.8528 (0.8497) mem 21941MB +[2025-12-25 01:21:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][770/1573] eta 0:09:23 lr 0.000048 time 0.4200 (0.7018) loss 1364.9929 (1314.3014) grad_norm 230.0715 (283.4235) embed_mse 1363.9100 (1313.2028) mask_bce 0.2221 (0.2490) mask_dice 0.8607 (0.8496) mem 21941MB +[2025-12-25 01:21:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][780/1573] eta 0:09:14 lr 0.000048 time 0.4196 (0.6998) loss 1270.4005 (1314.2618) grad_norm 335.9649 (283.9651) embed_mse 1269.2295 (1313.1632) mask_bce 0.3070 (0.2489) mask_dice 0.8640 (0.8496) mem 21941MB +[2025-12-25 01:21:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][790/1573] eta 0:09:06 lr 0.000048 time 0.4355 (0.6973) loss 1337.7295 (1314.3807) grad_norm 280.7402 (283.9323) embed_mse 1336.6089 (1313.2821) mask_bce 0.2876 (0.2489) mask_dice 0.8330 (0.8496) mem 21941MB +[2025-12-25 01:21:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][800/1573] eta 0:08:57 lr 0.000048 time 0.4502 (0.6959) loss 1286.1152 (1314.2616) grad_norm 296.5402 (284.1113) embed_mse 1285.0270 (1313.1629) mask_bce 0.2414 (0.2491) mask_dice 0.8468 (0.8496) mem 21941MB +[2025-12-25 01:21:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][810/1573] eta 0:08:48 lr 0.000048 time 0.4212 (0.6930) loss 1282.0692 (1314.0522) grad_norm 211.4106 (283.3915) embed_mse 1280.9760 (1312.9537) mask_bce 0.2632 (0.2489) mask_dice 0.8300 (0.8496) mem 21941MB +[2025-12-25 01:22:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][820/1573] eta 0:08:44 lr 0.000048 time 0.4276 (0.6965) loss 1399.6382 (1314.3666) grad_norm 217.2380 (282.7429) embed_mse 1398.5245 (1313.2680) mask_bce 0.2764 (0.2490) mask_dice 0.8373 (0.8496) mem 21941MB +[2025-12-25 01:22:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][830/1573] eta 0:08:35 lr 0.000048 time 0.4140 (0.6932) loss 1343.9167 (1314.4270) grad_norm 396.3499 (283.8459) embed_mse 1342.8029 (1313.3283) mask_bce 0.2533 (0.2490) mask_dice 0.8605 (0.8497) mem 21941MB +[2025-12-25 01:22:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][840/1573] eta 0:08:27 lr 0.000048 time 0.4313 (0.6918) loss 1388.0532 (1314.4653) grad_norm 190.4262 (282.7260) embed_mse 1386.9673 (1313.3666) mask_bce 0.2510 (0.2491) mask_dice 0.8350 (0.8496) mem 21941MB +[2025-12-25 01:22:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][850/1573] eta 0:08:22 lr 0.000048 time 0.4358 (0.6951) loss 1377.8259 (1314.5868) grad_norm 206.2557 (282.0046) embed_mse 1376.7206 (1313.4882) mask_bce 0.2683 (0.2490) mask_dice 0.8370 (0.8496) mem 21941MB +[2025-12-25 01:22:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][860/1573] eta 0:08:13 lr 0.000048 time 0.4209 (0.6928) loss 1283.7762 (1314.7282) grad_norm 212.1369 (281.3516) embed_mse 1282.6797 (1313.6296) mask_bce 0.2672 (0.2490) mask_dice 0.8293 (0.8496) mem 21941MB +[2025-12-25 01:22:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][870/1573] eta 0:08:06 lr 0.000048 time 0.4119 (0.6918) loss 1246.8364 (1314.7171) grad_norm 360.2628 (282.0823) embed_mse 1245.7841 (1313.6186) mask_bce 0.1600 (0.2489) mask_dice 0.8923 (0.8496) mem 21941MB +[2025-12-25 01:22:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][880/1573] eta 0:08:01 lr 0.000048 time 0.4179 (0.6952) loss 1333.8474 (1314.8675) grad_norm 318.3368 (283.1437) embed_mse 1332.7520 (1313.7690) mask_bce 0.2507 (0.2489) mask_dice 0.8448 (0.8496) mem 21941MB +[2025-12-25 01:22:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][890/1573] eta 0:07:57 lr 0.000048 time 0.4279 (0.6985) loss 1320.2941 (1315.1009) grad_norm 226.7724 (282.6359) embed_mse 1319.1787 (1314.0024) mask_bce 0.2691 (0.2489) mask_dice 0.8463 (0.8496) mem 21941MB +[2025-12-25 01:22:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][900/1573] eta 0:07:48 lr 0.000048 time 0.9310 (0.6960) loss 1300.3940 (1315.1501) grad_norm 244.5520 (282.2959) embed_mse 1299.3167 (1314.0517) mask_bce 0.2402 (0.2488) mask_dice 0.8373 (0.8496) mem 21941MB +[2025-12-25 01:23:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][910/1573] eta 0:07:41 lr 0.000048 time 0.4178 (0.6960) loss 1266.8187 (1315.0383) grad_norm 163.7009 (281.2463) embed_mse 1265.7423 (1313.9401) mask_bce 0.2357 (0.2487) mask_dice 0.8407 (0.8496) mem 21941MB +[2025-12-25 01:23:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][920/1573] eta 0:07:34 lr 0.000048 time 0.4185 (0.6966) loss 1297.8843 (1314.9855) grad_norm 181.3502 (279.6876) embed_mse 1296.7969 (1313.8872) mask_bce 0.2190 (0.2486) mask_dice 0.8685 (0.8497) mem 21941MB +[2025-12-25 01:23:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][930/1573] eta 0:07:28 lr 0.000048 time 0.4269 (0.6972) loss 1344.3795 (1315.0910) grad_norm 192.6939 (278.9377) embed_mse 1343.2772 (1313.9927) mask_bce 0.2545 (0.2487) mask_dice 0.8478 (0.8497) mem 21941MB +[2025-12-25 01:23:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][940/1573] eta 0:07:21 lr 0.000048 time 3.0289 (0.6971) loss 1325.4797 (1315.3823) grad_norm 202.4541 (278.2840) embed_mse 1324.3950 (1314.2840) mask_bce 0.2426 (0.2487) mask_dice 0.8422 (0.8496) mem 21941MB +[2025-12-25 01:23:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][950/1573] eta 0:07:12 lr 0.000048 time 0.4212 (0.6942) loss 1321.1935 (1315.4789) grad_norm 190.6216 (277.5410) embed_mse 1320.1101 (1314.3807) mask_bce 0.2509 (0.2487) mask_dice 0.8325 (0.8495) mem 21941MB +[2025-12-25 01:23:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][960/1573] eta 0:07:04 lr 0.000048 time 0.4748 (0.6927) loss 1261.1901 (1315.2795) grad_norm 187.0915 (276.5866) embed_mse 1260.1005 (1314.1812) mask_bce 0.2450 (0.2488) mask_dice 0.8446 (0.8495) mem 21941MB +[2025-12-25 01:23:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][970/1573] eta 0:07:00 lr 0.000048 time 0.4241 (0.6967) loss 1344.8353 (1315.1240) grad_norm 207.5176 (276.0157) embed_mse 1343.7534 (1314.0260) mask_bce 0.2392 (0.2486) mask_dice 0.8428 (0.8494) mem 21941MB +[2025-12-25 01:23:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][980/1573] eta 0:06:51 lr 0.000048 time 0.4323 (0.6940) loss 1287.7738 (1315.1782) grad_norm 293.0208 (276.1551) embed_mse 1286.6797 (1314.0801) mask_bce 0.2558 (0.2487) mask_dice 0.8384 (0.8494) mem 21941MB +[2025-12-25 01:23:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][990/1573] eta 0:06:44 lr 0.000048 time 0.4216 (0.6941) loss 1296.2198 (1315.0448) grad_norm 530.2253 (278.2207) embed_mse 1295.1598 (1313.9466) mask_bce 0.2272 (0.2487) mask_dice 0.8329 (0.8495) mem 21941MB +[2025-12-25 01:24:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1000/1573] eta 0:06:38 lr 0.000048 time 0.4312 (0.6947) loss 1310.1185 (1314.8844) grad_norm 184.3099 (278.5562) embed_mse 1309.0580 (1313.7863) mask_bce 0.2039 (0.2486) mask_dice 0.8566 (0.8495) mem 21941MB +[2025-12-25 01:24:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1010/1573] eta 0:06:32 lr 0.000048 time 0.4342 (0.6974) loss 1363.6506 (1314.8620) grad_norm 183.9695 (277.8055) embed_mse 1362.5250 (1313.7639) mask_bce 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01:24:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1050/1573] eta 0:06:02 lr 0.000048 time 3.8477 (0.6938) loss 1370.6892 (1314.7511) grad_norm 298.8903 (275.5553) embed_mse 1369.5924 (1313.6532) mask_bce 0.2377 (0.2484) mask_dice 0.8591 (0.8495) mem 21941MB +[2025-12-25 01:24:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1060/1573] eta 0:05:56 lr 0.000048 time 0.4193 (0.6940) loss 1286.3102 (1314.7296) grad_norm 391.2283 (276.4316) embed_mse 1285.2444 (1313.6318) mask_bce 0.2009 (0.2482) mask_dice 0.8649 (0.8496) mem 21941MB +[2025-12-25 01:24:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1070/1573] eta 0:05:47 lr 0.000048 time 0.4159 (0.6914) loss 1313.0289 (1314.8829) grad_norm 267.0175 (276.3608) embed_mse 1311.9080 (1313.7851) mask_bce 0.2361 (0.2483) mask_dice 0.8849 (0.8496) mem 21941MB +[2025-12-25 01:25:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1080/1573] eta 0:05:41 lr 0.000048 time 0.4192 (0.6930) loss 1354.3365 (1314.9783) grad_norm 380.9021 (276.8517) embed_mse 1353.2219 (1313.8804) mask_bce 0.2786 (0.2483) mask_dice 0.8361 (0.8496) mem 21941MB +[2025-12-25 01:25:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1090/1573] eta 0:05:33 lr 0.000048 time 0.4181 (0.6915) loss 1281.5084 (1315.0740) grad_norm 276.0030 (276.8455) embed_mse 1280.4297 (1313.9761) mask_bce 0.2244 (0.2483) mask_dice 0.8544 (0.8496) mem 21941MB +[2025-12-25 01:25:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1100/1573] eta 0:05:28 lr 0.000048 time 0.4206 (0.6947) loss 1372.8019 (1315.3125) grad_norm 164.5752 (276.0260) embed_mse 1371.6553 (1314.2146) mask_bce 0.2994 (0.2483) mask_dice 0.8472 (0.8495) mem 21941MB +[2025-12-25 01:25:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1110/1573] eta 0:05:20 lr 0.000048 time 0.4148 (0.6922) loss 1229.7946 (1315.2662) grad_norm 213.7419 (275.5747) embed_mse 1228.7021 (1314.1683) mask_bce 0.2649 (0.2484) mask_dice 0.8275 (0.8495) mem 21941MB +[2025-12-25 01:25:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1120/1573] eta 0:05:14 lr 0.000048 time 0.4197 (0.6947) loss 1320.3071 (1315.1938) grad_norm 364.1388 (275.5141) embed_mse 1319.2365 (1314.0960) mask_bce 0.2177 (0.2483) mask_dice 0.8531 (0.8495) mem 21941MB +[2025-12-25 01:25:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1130/1573] eta 0:05:06 lr 0.000048 time 0.4201 (0.6923) loss 1297.1899 (1315.0829) grad_norm 264.2245 (275.4340) embed_mse 1296.1099 (1313.9852) mask_bce 0.2564 (0.2483) mask_dice 0.8238 (0.8494) mem 21941MB +[2025-12-25 01:25:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1140/1573] eta 0:05:01 lr 0.000048 time 4.6162 (0.6974) loss 1314.3772 (1315.0955) grad_norm 351.7411 (275.9714) embed_mse 1313.3060 (1313.9979) mask_bce 0.2132 (0.2481) mask_dice 0.8579 (0.8495) mem 21941MB +[2025-12-25 01:25:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1150/1573] eta 0:04:54 lr 0.000048 time 0.4160 (0.6958) loss 1341.5609 (1315.0427) grad_norm 244.8130 (275.7535) embed_mse 1340.4546 (1313.9452) mask_bce 0.2639 (0.2480) mask_dice 0.8424 (0.8495) mem 21941MB +[2025-12-25 01:25:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1160/1573] eta 0:04:47 lr 0.000048 time 0.7453 (0.6963) loss 1352.4283 (1315.1032) grad_norm 192.3952 (275.2695) embed_mse 1351.3560 (1314.0057) mask_bce 0.2218 (0.2480) mask_dice 0.8506 (0.8495) mem 21941MB +[2025-12-25 01:26:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1170/1573] eta 0:04:39 lr 0.000048 time 0.4201 (0.6939) loss 1295.2628 (1315.0462) grad_norm 188.1275 (274.6727) embed_mse 1294.1283 (1313.9487) mask_bce 0.2952 (0.2481) mask_dice 0.8394 (0.8494) mem 21941MB +[2025-12-25 01:26:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1180/1573] eta 0:04:31 lr 0.000048 time 0.4198 (0.6917) loss 1325.8976 (1315.0909) grad_norm 185.7199 (274.0675) embed_mse 1324.8235 (1313.9934) mask_bce 0.2105 (0.2480) mask_dice 0.8635 (0.8495) mem 21941MB +[2025-12-25 01:26:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1190/1573] eta 0:04:25 lr 0.000048 time 0.4167 (0.6941) loss 1349.0139 (1315.1624) grad_norm 287.1501 (274.1559) embed_mse 1347.9052 (1314.0649) mask_bce 0.2691 (0.2481) mask_dice 0.8396 (0.8494) mem 21941MB +[2025-12-25 01:26:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1200/1573] eta 0:04:18 lr 0.000048 time 0.4189 (0.6919) loss 1333.3766 (1315.1136) grad_norm 269.8946 (273.5400) embed_mse 1332.2858 (1314.0161) mask_bce 0.2394 (0.2482) mask_dice 0.8514 (0.8493) mem 21941MB +[2025-12-25 01:26:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1210/1573] eta 0:04:11 lr 0.000048 time 0.4233 (0.6918) loss 1271.6130 (1314.9672) grad_norm 162.1747 (272.8025) embed_mse 1270.5322 (1313.8697) mask_bce 0.2449 (0.2482) mask_dice 0.8360 (0.8493) mem 21941MB +[2025-12-25 01:26:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1220/1573] eta 0:04:04 lr 0.000048 time 0.4228 (0.6913) loss 1348.8854 (1314.9500) grad_norm 220.5803 (272.4590) embed_mse 1347.7905 (1313.8525) mask_bce 0.2129 (0.2482) mask_dice 0.8820 (0.8494) mem 21941MB +[2025-12-25 01:26:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1230/1573] eta 0:03:56 lr 0.000048 time 0.4238 (0.6899) loss 1303.0891 (1315.0126) grad_norm 189.4447 (271.9164) embed_mse 1301.9882 (1313.9151) mask_bce 0.2519 (0.2481) mask_dice 0.8491 (0.8494) mem 21941MB +[2025-12-25 01:26:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1240/1573] eta 0:03:49 lr 0.000048 time 0.4174 (0.6888) loss 1360.8660 (1315.1214) grad_norm 249.2097 (271.3723) embed_mse 1359.7576 (1314.0239) mask_bce 0.2732 (0.2482) mask_dice 0.8352 (0.8494) mem 21941MB +[2025-12-25 01:26:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1250/1573] eta 0:03:42 lr 0.000048 time 0.4217 (0.6900) loss 1325.7872 (1314.9113) grad_norm 190.5128 (270.8540) embed_mse 1324.7047 (1313.8139) mask_bce 0.2274 (0.2480) mask_dice 0.8551 (0.8494) mem 21941MB +[2025-12-25 01:27:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1260/1573] eta 0:03:37 lr 0.000048 time 3.9797 (0.6945) loss 1340.4545 (1314.7927) grad_norm 380.9095 (271.5550) embed_mse 1339.3706 (1313.6953) mask_bce 0.2523 (0.2479) mask_dice 0.8316 (0.8495) mem 21941MB +[2025-12-25 01:27:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1270/1573] eta 0:03:29 lr 0.000048 time 0.4214 (0.6928) loss 1371.0112 (1314.8210) grad_norm 158.7145 (270.8408) embed_mse 1369.9391 (1313.7237) mask_bce 0.2307 (0.2480) mask_dice 0.8414 (0.8494) mem 21941MB +[2025-12-25 01:27:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1280/1573] eta 0:03:22 lr 0.000048 time 0.4324 (0.6908) loss 1239.8329 (1314.7643) grad_norm 360.0747 (271.6789) embed_mse 1238.7325 (1313.6669) mask_bce 0.2354 (0.2481) mask_dice 0.8650 (0.8493) mem 21941MB +[2025-12-25 01:27:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1290/1573] eta 0:03:15 lr 0.000048 time 0.4474 (0.6904) loss 1358.6606 (1314.5910) grad_norm 317.9156 (271.9661) embed_mse 1357.5547 (1313.4936) mask_bce 0.2880 (0.2481) mask_dice 0.8179 (0.8493) mem 21941MB +[2025-12-25 01:27:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1300/1573] eta 0:03:08 lr 0.000048 time 2.1813 (0.6897) loss 1338.2010 (1314.6617) grad_norm 219.0484 (271.6394) embed_mse 1337.0868 (1313.5642) mask_bce 0.2882 (0.2481) mask_dice 0.8260 (0.8493) mem 21941MB +[2025-12-25 01:27:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1310/1573] eta 0:03:01 lr 0.000048 time 3.4727 (0.6900) loss 1344.4299 (1314.8702) grad_norm 300.4061 (271.8159) embed_mse 1343.3242 (1313.7728) mask_bce 0.2690 (0.2481) mask_dice 0.8367 (0.8494) mem 21941MB +[2025-12-25 01:27:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1320/1573] eta 0:02:54 lr 0.000048 time 0.4168 (0.6880) loss 1345.3998 (1315.1180) grad_norm 226.3951 (272.7828) embed_mse 1344.2974 (1314.0205) mask_bce 0.2411 (0.2481) mask_dice 0.8613 (0.8494) mem 21941MB +[2025-12-25 01:27:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1330/1573] eta 0:02:46 lr 0.000048 time 0.4185 (0.6859) loss 1301.1371 (1315.0926) grad_norm 186.6895 (272.2642) embed_mse 1300.0632 (1313.9952) mask_bce 0.2531 (0.2481) mask_dice 0.8209 (0.8493) mem 21941MB +[2025-12-25 01:27:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1340/1573] eta 0:02:39 lr 0.000048 time 0.4178 (0.6855) loss 1336.9695 (1315.0790) grad_norm 240.2689 (272.0726) embed_mse 1335.9114 (1313.9817) mask_bce 0.1953 (0.2481) mask_dice 0.8628 (0.8493) mem 21941MB +[2025-12-25 01:27:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1350/1573] eta 0:02:32 lr 0.000048 time 0.4226 (0.6836) loss 1302.8079 (1315.0154) grad_norm 205.9132 (271.6788) embed_mse 1301.6869 (1313.9181) mask_bce 0.2864 (0.2480) mask_dice 0.8346 (0.8493) mem 21941MB +[2025-12-25 01:27:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1360/1573] eta 0:02:25 lr 0.000048 time 0.4199 (0.6817) loss 1282.2383 (1315.1479) grad_norm 254.7242 (271.7521) embed_mse 1281.1373 (1314.0506) mask_bce 0.2405 (0.2479) mask_dice 0.8605 (0.8494) mem 21941MB +[2025-12-25 01:28:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1370/1573] eta 0:02:18 lr 0.000048 time 1.7324 (0.6830) loss 1229.9795 (1314.8502) grad_norm 190.6716 (271.2780) embed_mse 1228.8729 (1313.7530) mask_bce 0.2603 (0.2479) mask_dice 0.8462 (0.8494) mem 21941MB +[2025-12-25 01:28:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1380/1573] eta 0:02:11 lr 0.000048 time 0.4274 (0.6818) loss 1283.1715 (1314.7801) grad_norm 277.5806 (271.3146) embed_mse 1282.0710 (1313.6829) mask_bce 0.2456 (0.2479) mask_dice 0.8548 (0.8493) mem 21941MB +[2025-12-25 01:28:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1390/1573] eta 0:02:04 lr 0.000048 time 0.4274 (0.6815) loss 1323.6559 (1314.8147) grad_norm 211.7262 (270.9702) embed_mse 1322.5800 (1313.7176) mask_bce 0.1990 (0.2478) mask_dice 0.8770 (0.8494) mem 21941MB +[2025-12-25 01:28:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1400/1573] eta 0:01:57 lr 0.000048 time 0.4174 (0.6796) loss 1353.2410 (1314.8395) grad_norm 304.8230 (270.9463) embed_mse 1352.1571 (1313.7424) mask_bce 0.2309 (0.2479) mask_dice 0.8531 (0.8493) mem 21941MB +[2025-12-25 01:28:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1410/1573] eta 0:01:50 lr 0.000048 time 0.4615 (0.6779) loss 1342.1678 (1314.8258) grad_norm 310.9641 (271.1736) embed_mse 1341.0836 (1313.7287) mask_bce 0.2332 (0.2479) mask_dice 0.8511 (0.8493) mem 21941MB +[2025-12-25 01:28:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1420/1573] eta 0:01:43 lr 0.000048 time 0.4266 (0.6780) loss 1351.7584 (1314.8462) grad_norm 169.4952 (270.5992) embed_mse 1350.6594 (1313.7491) mask_bce 0.2737 (0.2478) mask_dice 0.8253 (0.8493) mem 21941MB +[2025-12-25 01:28:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1430/1573] eta 0:01:37 lr 0.000048 time 0.4253 (0.6800) loss 1356.7891 (1314.7699) grad_norm 182.4380 (270.1039) embed_mse 1355.7158 (1313.6728) mask_bce 0.2254 (0.2477) mask_dice 0.8477 (0.8494) mem 21941MB +[2025-12-25 01:28:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1440/1573] eta 0:01:30 lr 0.000048 time 0.4138 (0.6785) loss 1363.9702 (1314.9690) grad_norm 185.1812 (269.3766) embed_mse 1362.8469 (1313.8720) mask_bce 0.2979 (0.2477) mask_dice 0.8253 (0.8494) mem 21941MB +[2025-12-25 01:28:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1450/1573] eta 0:01:23 lr 0.000048 time 0.4315 (0.6771) loss 1267.9846 (1314.9719) grad_norm 247.3184 (269.2548) embed_mse 1266.8677 (1313.8749) mask_bce 0.2747 (0.2477) mask_dice 0.8423 (0.8494) mem 21941MB +[2025-12-25 01:29:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1460/1573] eta 0:01:16 lr 0.000048 time 0.4393 (0.6768) loss 1365.4194 (1314.9930) grad_norm 217.6494 (268.9713) embed_mse 1364.3219 (1313.8959) mask_bce 0.2593 (0.2478) mask_dice 0.8382 (0.8493) mem 21941MB +[2025-12-25 01:29:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1470/1573] eta 0:01:09 lr 0.000048 time 0.4328 (0.6751) loss 1295.8993 (1314.8578) grad_norm 145.9074 (268.2987) embed_mse 1294.8177 (1313.7608) mask_bce 0.2233 (0.2477) mask_dice 0.8581 (0.8493) mem 21941MB +[2025-12-25 01:29:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1480/1573] eta 0:01:02 lr 0.000048 time 0.4230 (0.6735) loss 1291.8337 (1314.9690) grad_norm 237.5020 (268.2194) embed_mse 1290.7694 (1313.8720) mask_bce 0.1955 (0.2477) mask_dice 0.8688 (0.8493) mem 21941MB +[2025-12-25 01:29:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1490/1573] eta 0:00:55 lr 0.000048 time 0.4567 (0.6718) loss 1336.0955 (1315.0068) grad_norm 306.0063 (268.4226) embed_mse 1335.0045 (1313.9098) mask_bce 0.2473 (0.2477) mask_dice 0.8436 (0.8493) mem 21941MB +[2025-12-25 01:29:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1500/1573] eta 0:00:49 lr 0.000048 time 0.4165 (0.6722) loss 1295.0927 (1315.0238) grad_norm 233.7673 (268.2372) embed_mse 1293.9938 (1313.9268) mask_bce 0.2519 (0.2477) mask_dice 0.8469 (0.8493) mem 21941MB +[2025-12-25 01:29:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1510/1573] eta 0:00:42 lr 0.000048 time 0.4169 (0.6724) loss 1313.8203 (1315.0016) grad_norm 187.8660 (267.8097) embed_mse 1312.7284 (1313.9047) mask_bce 0.2322 (0.2477) mask_dice 0.8598 (0.8492) mem 21941MB +[2025-12-25 01:29:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1520/1573] eta 0:00:35 lr 0.000048 time 0.4295 (0.6740) loss 1338.9219 (1314.9455) grad_norm 202.3839 (267.5417) embed_mse 1337.8364 (1313.8486) mask_bce 0.2402 (0.2477) mask_dice 0.8452 (0.8492) mem 21941MB +[2025-12-25 01:29:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1530/1573] eta 0:00:28 lr 0.000048 time 0.4158 (0.6740) loss 1354.8146 (1314.9076) grad_norm 154.4337 (266.9495) embed_mse 1353.7161 (1313.8107) mask_bce 0.2497 (0.2478) mask_dice 0.8489 (0.8492) mem 21941MB +[2025-12-25 01:29:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1540/1573] eta 0:00:22 lr 0.000048 time 0.4192 (0.6723) loss 1362.2780 (1314.9044) grad_norm 221.6704 (266.7137) embed_mse 1361.1781 (1313.8074) mask_bce 0.2407 (0.2477) mask_dice 0.8591 (0.8493) mem 21941MB +[2025-12-25 01:29:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1550/1573] eta 0:00:15 lr 0.000048 time 0.4404 (0.6707) loss 1314.6940 (1315.0467) grad_norm 319.2080 (266.9856) embed_mse 1313.6078 (1313.9497) mask_bce 0.2475 (0.2478) mask_dice 0.8386 (0.8492) mem 21941MB +[2025-12-25 01:29:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1560/1573] eta 0:00:08 lr 0.000048 time 0.4186 (0.6712) loss 1349.7164 (1315.1381) grad_norm 271.3430 (266.9286) embed_mse 1348.6237 (1314.0412) mask_bce 0.2505 (0.2477) mask_dice 0.8423 (0.8492) mem 21941MB +[2025-12-25 01:30:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1570/1573] eta 0:00:02 lr 0.000048 time 0.4203 (0.6703) loss 1281.2781 (1315.1390) grad_norm 274.1889 (266.9656) embed_mse 1280.1528 (1314.0420) mask_bce 0.2987 (0.2478) mask_dice 0.8266 (0.8492) mem 21941MB +[2025-12-25 01:30:05 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 3 training takes 0:17:34 +[2025-12-25 01:30:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][0/1573] eta 2:16:48 lr 0.000048 time 5.2184 (5.2184) loss 1300.6661 (1300.6661) grad_norm 0.0000 (0.0000) embed_mse 1299.5936 (1299.5936) mask_bce 0.2212 (0.2212) mask_dice 0.8513 (0.8513) mem 21941MB +[2025-12-25 01:30:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][10/1573] eta 0:36:30 lr 0.000048 time 0.4224 (1.4015) loss 1297.1464 (1296.8219) grad_norm 636.3195 (636.3195) embed_mse 1296.0613 (1295.7422) mask_bce 0.2263 (0.2266) mask_dice 0.8588 (0.8530) mem 21941MB +[2025-12-25 01:30:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][20/1573] eta 0:24:18 lr 0.000048 time 0.4194 (0.9394) loss 1285.7086 (1291.0425) grad_norm 181.4737 (408.8965) embed_mse 1284.5897 (1289.9569) mask_bce 0.3031 (0.2380) mask_dice 0.8158 (0.8475) mem 21941MB +[2025-12-25 01:30:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][30/1573] eta 0:23:08 lr 0.000048 time 3.2856 (0.9001) loss 1267.1868 (1296.4662) grad_norm 226.3216 (348.0382) embed_mse 1266.0842 (1295.3744) mask_bce 0.2522 (0.2433) mask_dice 0.8504 (0.8485) mem 21941MB +[2025-12-25 01:30:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][40/1573] eta 0:22:39 lr 0.000048 time 2.7569 (0.8866) loss 1284.7511 (1299.1164) grad_norm 280.5475 (307.7494) embed_mse 1283.6250 (1298.0213) mask_bce 0.3011 (0.2462) mask_dice 0.8250 (0.8490) mem 21941MB +[2025-12-25 01:30:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][50/1573] eta 0:20:11 lr 0.000048 time 0.4219 (0.7958) loss 1359.3693 (1304.4471) grad_norm 252.0024 (298.4582) embed_mse 1358.2745 (1303.3505) mask_bce 0.2448 (0.2472) mask_dice 0.8500 (0.8494) mem 21941MB +[2025-12-25 01:30:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][60/1573] eta 0:18:31 lr 0.000048 time 0.4196 (0.7347) loss 1191.7324 (1304.5151) grad_norm 231.0177 (288.8238) embed_mse 1190.6581 (1303.4161) mask_bce 0.2154 (0.2509) mask_dice 0.8589 (0.8481) mem 21941MB +[2025-12-25 01:30:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][70/1573] eta 0:17:48 lr 0.000048 time 0.5673 (0.7109) loss 1331.2260 (1308.9224) grad_norm 215.5118 (279.6598) embed_mse 1330.1111 (1307.8228) mask_bce 0.2859 (0.2518) mask_dice 0.8290 (0.8479) mem 21941MB +[2025-12-25 01:31:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][80/1573] eta 0:16:50 lr 0.000048 time 0.4171 (0.6768) loss 1269.7828 (1310.6127) grad_norm 270.4993 (297.9519) embed_mse 1268.7118 (1309.5139) mask_bce 0.2328 (0.2507) mask_dice 0.8383 (0.8480) mem 21941MB +[2025-12-25 01:31:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][90/1573] eta 0:17:00 lr 0.000048 time 0.4144 (0.6879) loss 1309.8489 (1313.6102) grad_norm 242.1269 (292.8769) embed_mse 1308.7711 (1312.5121) mask_bce 0.2296 (0.2501) mask_dice 0.8482 (0.8480) mem 21941MB +[2025-12-25 01:31:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][100/1573] eta 0:17:47 lr 0.000048 time 0.4182 (0.7244) loss 1369.3892 (1314.0942) grad_norm 280.8138 (291.8716) embed_mse 1368.2675 (1312.9969) mask_bce 0.2998 (0.2495) mask_dice 0.8219 (0.8478) mem 21941MB +[2025-12-25 01:31:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][110/1573] eta 0:17:40 lr 0.000048 time 0.9019 (0.7252) loss 1299.3411 (1313.4704) grad_norm 180.6827 (283.3186) embed_mse 1298.2739 (1312.3742) mask_bce 0.1917 (0.2477) mask_dice 0.8754 (0.8485) mem 21941MB +[2025-12-25 01:31:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][120/1573] eta 0:16:57 lr 0.000048 time 0.4170 (0.7006) loss 1311.5210 (1312.4487) grad_norm 201.1386 (277.5844) embed_mse 1310.4131 (1311.3534) mask_bce 0.2538 (0.2466) mask_dice 0.8542 (0.8487) mem 21941MB +[2025-12-25 01:31:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][130/1573] eta 0:17:32 lr 0.000048 time 0.4161 (0.7297) loss 1352.0406 (1312.9716) grad_norm 344.0240 (281.7369) embed_mse 1350.9598 (1311.8761) mask_bce 0.2218 (0.2466) mask_dice 0.8590 (0.8490) mem 21941MB +[2025-12-25 01:31:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][140/1573] eta 0:17:18 lr 0.000048 time 0.4168 (0.7249) loss 1295.1543 (1313.8311) grad_norm 240.1592 (279.2911) embed_mse 1294.0814 (1312.7347) mask_bce 0.2241 (0.2472) mask_dice 0.8487 (0.8492) mem 21941MB +[2025-12-25 01:31:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][150/1573] eta 0:16:43 lr 0.000048 time 0.4229 (0.7054) loss 1248.4468 (1313.3397) grad_norm 494.3113 (291.2367) embed_mse 1247.3630 (1312.2429) mask_bce 0.2355 (0.2479) mask_dice 0.8482 (0.8489) mem 21941MB +[2025-12-25 01:31:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][160/1573] eta 0:16:26 lr 0.000048 time 0.4195 (0.6979) loss 1364.6188 (1314.1559) grad_norm 404.9740 (304.6556) embed_mse 1363.5198 (1313.0586) mask_bce 0.2593 (0.2480) mask_dice 0.8396 (0.8492) mem 21941MB +[2025-12-25 01:32:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][170/1573] eta 0:16:19 lr 0.000048 time 0.4203 (0.6979) loss 1324.8168 (1314.6966) grad_norm 230.7568 (301.1366) embed_mse 1323.7307 (1313.5996) mask_bce 0.2380 (0.2483) mask_dice 0.8480 (0.8487) mem 21941MB +[2025-12-25 01:32:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][180/1573] eta 0:15:59 lr 0.000048 time 0.4312 (0.6890) loss 1340.2081 (1314.1801) grad_norm 178.4131 (295.5583) embed_mse 1339.1420 (1313.0824) mask_bce 0.2110 (0.2494) mask_dice 0.8552 (0.8483) mem 21941MB +[2025-12-25 01:32:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][190/1573] eta 0:15:42 lr 0.000048 time 0.4252 (0.6811) loss 1321.5234 (1314.7112) grad_norm 249.0597 (293.5366) embed_mse 1320.4413 (1313.6137) mask_bce 0.2607 (0.2494) mask_dice 0.8215 (0.8480) mem 21941MB +[2025-12-25 01:32:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][200/1573] eta 0:15:37 lr 0.000048 time 0.4300 (0.6825) loss 1314.6836 (1315.7091) grad_norm 374.0978 (296.2419) embed_mse 1313.5786 (1314.6117) mask_bce 0.2619 (0.2496) mask_dice 0.8431 (0.8479) mem 21941MB +[2025-12-25 01:32:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][210/1573] eta 0:15:16 lr 0.000048 time 0.4206 (0.6722) loss 1274.4282 (1315.3028) grad_norm 351.9309 (298.3838) embed_mse 1273.3145 (1314.2055) mask_bce 0.2592 (0.2493) mask_dice 0.8546 (0.8480) mem 21941MB +[2025-12-25 01:32:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][220/1573] eta 0:15:17 lr 0.000048 time 1.3396 (0.6782) loss 1263.6438 (1316.7252) grad_norm 199.8303 (294.7337) embed_mse 1262.5640 (1315.6281) mask_bce 0.2464 (0.2491) mask_dice 0.8335 (0.8481) mem 21941MB +[2025-12-25 01:32:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][230/1573] eta 0:15:47 lr 0.000048 time 0.4223 (0.7052) loss 1290.7728 (1316.2920) grad_norm 275.0977 (294.0324) embed_mse 1289.6637 (1315.1945) mask_bce 0.2828 (0.2495) mask_dice 0.8262 (0.8480) mem 21941MB +[2025-12-25 01:33:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][240/1573] eta 0:16:08 lr 0.000048 time 7.2615 (0.7266) loss 1348.7444 (1315.3535) grad_norm 293.1951 (291.5670) embed_mse 1347.6545 (1314.2560) mask_bce 0.2522 (0.2495) mask_dice 0.8377 (0.8480) mem 21941MB +[2025-12-25 01:33:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][250/1573] eta 0:15:45 lr 0.000048 time 0.4193 (0.7144) loss 1309.4587 (1315.1904) grad_norm 371.9968 (294.1615) embed_mse 1308.3550 (1314.0927) mask_bce 0.2472 (0.2497) mask_dice 0.8566 (0.8479) mem 21941MB +[2025-12-25 01:33:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][260/1573] eta 0:15:23 lr 0.000048 time 0.4140 (0.7032) loss 1295.0038 (1315.4807) grad_norm 234.0032 (292.2816) embed_mse 1293.9083 (1314.3830) mask_bce 0.2460 (0.2498) mask_dice 0.8495 (0.8479) mem 21941MB +[2025-12-25 01:33:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][270/1573] eta 0:15:04 lr 0.000048 time 0.4286 (0.6939) loss 1343.6218 (1315.2597) grad_norm 313.0808 (292.9119) embed_mse 1342.5427 (1314.1615) mask_bce 0.2222 (0.2498) mask_dice 0.8569 (0.8483) mem 21941MB +[2025-12-25 01:33:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][280/1573] eta 0:14:59 lr 0.000048 time 0.4216 (0.6953) loss 1345.0763 (1315.6919) grad_norm 208.8659 (287.1679) embed_mse 1343.9735 (1314.5934) mask_bce 0.2429 (0.2502) mask_dice 0.8598 (0.8484) mem 21941MB +[2025-12-25 01:33:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][290/1573] eta 0:14:53 lr 0.000048 time 0.4670 (0.6963) loss 1346.1914 (1316.2118) grad_norm 363.7273 (289.2946) embed_mse 1345.0457 (1315.1131) mask_bce 0.3207 (0.2499) mask_dice 0.8250 (0.8488) mem 21941MB +[2025-12-25 01:33:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][300/1573] eta 0:14:41 lr 0.000048 time 2.0140 (0.6927) loss 1309.2267 (1316.1998) grad_norm 253.5038 (288.3272) embed_mse 1308.1715 (1315.1011) mask_bce 0.1890 (0.2497) mask_dice 0.8663 (0.8490) mem 21941MB +[2025-12-25 01:33:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][310/1573] eta 0:14:33 lr 0.000048 time 0.4320 (0.6919) loss 1405.2197 (1316.6591) grad_norm 176.3126 (285.3795) embed_mse 1404.1382 (1315.5609) mask_bce 0.2212 (0.2491) mask_dice 0.8604 (0.8491) mem 21941MB +[2025-12-25 01:33:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][320/1573] eta 0:14:16 lr 0.000048 time 0.4307 (0.6837) loss 1398.2284 (1316.8920) grad_norm 165.6043 (284.8885) embed_mse 1397.1125 (1315.7928) mask_bce 0.2901 (0.2501) mask_dice 0.8257 (0.8491) mem 21941MB +[2025-12-25 01:33:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][330/1573] eta 0:14:11 lr 0.000048 time 0.4171 (0.6849) loss 1310.5494 (1316.6583) grad_norm 302.5954 (285.3203) embed_mse 1309.4590 (1315.5592) mask_bce 0.2381 (0.2503) mask_dice 0.8524 (0.8488) mem 21941MB +[2025-12-25 01:34:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][340/1573] eta 0:14:36 lr 0.000048 time 0.4163 (0.7106) loss 1416.7164 (1316.7268) grad_norm 221.4056 (283.7986) embed_mse 1415.6007 (1315.6280) mask_bce 0.2776 (0.2499) mask_dice 0.8381 (0.8489) mem 21941MB +[2025-12-25 01:34:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][350/1573] eta 0:14:18 lr 0.000048 time 0.4196 (0.7023) loss 1278.9265 (1316.3671) grad_norm 307.4680 (284.3490) embed_mse 1277.8364 (1315.2684) mask_bce 0.2241 (0.2499) mask_dice 0.8660 (0.8489) mem 21941MB +[2025-12-25 01:34:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][360/1573] eta 0:14:04 lr 0.000048 time 0.4187 (0.6965) loss 1221.3988 (1316.2706) grad_norm 275.8322 (284.3280) embed_mse 1220.2870 (1315.1718) mask_bce 0.2703 (0.2499) mask_dice 0.8415 (0.8489) mem 21941MB +[2025-12-25 01:34:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][370/1573] eta 0:14:13 lr 0.000048 time 0.4238 (0.7092) loss 1264.5421 (1315.8425) grad_norm 232.5541 (283.2025) embed_mse 1263.4391 (1314.7436) mask_bce 0.2666 (0.2501) mask_dice 0.8364 (0.8488) mem 21941MB +[2025-12-25 01:34:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][380/1573] eta 0:13:57 lr 0.000048 time 0.4153 (0.7016) loss 1284.0216 (1315.9998) grad_norm 179.5900 (280.9979) embed_mse 1282.9202 (1314.9011) mask_bce 0.2444 (0.2499) mask_dice 0.8570 (0.8488) mem 21941MB +[2025-12-25 01:34:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][390/1573] eta 0:13:53 lr 0.000048 time 0.4167 (0.7046) loss 1295.7032 (1315.6801) grad_norm 216.2690 (279.6494) embed_mse 1294.5963 (1314.5814) mask_bce 0.2860 (0.2501) mask_dice 0.8209 (0.8486) mem 21941MB +[2025-12-25 01:34:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][400/1573] eta 0:13:51 lr 0.000048 time 0.4199 (0.7091) loss 1284.5194 (1315.6842) grad_norm 166.3018 (276.3795) embed_mse 1283.4585 (1314.5857) mask_bce 0.1744 (0.2499) mask_dice 0.8865 (0.8487) mem 21941MB +[2025-12-25 01:34:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][410/1573] eta 0:13:43 lr 0.000048 time 0.4272 (0.7081) loss 1316.9071 (1315.8394) grad_norm 178.1568 (274.4536) embed_mse 1315.8057 (1314.7409) mask_bce 0.2429 (0.2499) mask_dice 0.8586 (0.8486) mem 21941MB +[2025-12-25 01:35:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][420/1573] eta 0:13:32 lr 0.000048 time 0.4178 (0.7047) loss 1282.4532 (1315.9394) grad_norm 240.1428 (273.7938) embed_mse 1281.4093 (1314.8410) mask_bce 0.1830 (0.2497) mask_dice 0.8610 (0.8486) mem 21941MB +[2025-12-25 01:35:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][430/1573] eta 0:13:26 lr 0.000048 time 2.7810 (0.7060) loss 1289.4969 (1315.3979) grad_norm 169.3145 (271.8224) embed_mse 1288.4207 (1314.2998) mask_bce 0.2264 (0.2495) mask_dice 0.8500 (0.8485) mem 21941MB +[2025-12-25 01:35:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][440/1573] eta 0:13:12 lr 0.000048 time 0.4259 (0.6996) loss 1330.5861 (1315.1372) grad_norm 251.1465 (272.5592) embed_mse 1329.5187 (1314.0394) mask_bce 0.1974 (0.2492) mask_dice 0.8700 (0.8486) mem 21941MB +[2025-12-25 01:35:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][450/1573] eta 0:13:06 lr 0.000048 time 0.4263 (0.7000) loss 1325.4023 (1315.0254) grad_norm 230.9720 (271.8166) embed_mse 1324.3271 (1313.9277) mask_bce 0.2325 (0.2490) mask_dice 0.8428 (0.8487) mem 21941MB +[2025-12-25 01:35:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][460/1573] eta 0:12:59 lr 0.000048 time 0.4353 (0.7002) loss 1336.9270 (1315.3433) grad_norm 223.3848 (270.9669) embed_mse 1335.8320 (1314.2457) mask_bce 0.2348 (0.2490) mask_dice 0.8601 (0.8486) mem 21941MB +[2025-12-25 01:35:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][470/1573] eta 0:12:56 lr 0.000048 time 3.7756 (0.7036) loss 1297.2563 (1315.3241) grad_norm 295.2694 (271.3859) embed_mse 1296.1689 (1314.2266) mask_bce 0.2463 (0.2490) mask_dice 0.8410 (0.8486) mem 21941MB +[2025-12-25 01:35:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][480/1573] eta 0:12:43 lr 0.000048 time 0.4276 (0.6984) loss 1344.5974 (1315.3812) grad_norm 241.4916 (269.8301) embed_mse 1343.5034 (1314.2835) mask_bce 0.2347 (0.2491) mask_dice 0.8593 (0.8485) mem 21941MB +[2025-12-25 01:35:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][490/1573] eta 0:12:30 lr 0.000048 time 0.4213 (0.6930) loss 1268.9984 (1315.2851) grad_norm 185.8804 (268.4539) embed_mse 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mem 21941MB +[2025-12-25 01:36:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][530/1573] eta 0:11:48 lr 0.000048 time 0.6497 (0.6793) loss 1322.7590 (1315.0930) grad_norm 221.9159 (264.0405) embed_mse 1321.6566 (1313.9956) mask_bce 0.2694 (0.2488) mask_dice 0.8331 (0.8487) mem 21941MB +[2025-12-25 01:36:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][540/1573] eta 0:11:45 lr 0.000047 time 0.4279 (0.6830) loss 1284.2865 (1315.0925) grad_norm 241.6717 (263.7066) embed_mse 1283.2120 (1313.9951) mask_bce 0.2176 (0.2489) mask_dice 0.8568 (0.8485) mem 21941MB +[2025-12-25 01:36:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][550/1573] eta 0:11:33 lr 0.000047 time 0.4172 (0.6783) loss 1339.2131 (1314.8276) grad_norm 392.3452 (265.5984) embed_mse 1338.1305 (1313.7302) mask_bce 0.2418 (0.2491) mask_dice 0.8408 (0.8483) mem 21941MB +[2025-12-25 01:36:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][560/1573] eta 0:11:28 lr 0.000047 time 0.4207 (0.6801) loss 1314.1187 (1314.4806) grad_norm 302.1689 (265.4774) embed_mse 1313.0228 (1313.3831) mask_bce 0.2560 (0.2493) mask_dice 0.8399 (0.8482) mem 21941MB +[2025-12-25 01:36:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][570/1573] eta 0:11:19 lr 0.000047 time 0.4154 (0.6778) loss 1342.1008 (1314.5564) grad_norm 184.3251 (264.3344) embed_mse 1341.0355 (1313.4591) mask_bce 0.1894 (0.2489) mask_dice 0.8758 (0.8484) mem 21941MB +[2025-12-25 01:36:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][580/1573] eta 0:11:30 lr 0.000047 time 5.5640 (0.6956) loss 1352.8143 (1314.6207) grad_norm 267.7593 (264.3820) embed_mse 1351.7346 (1313.5231) mask_bce 0.2148 (0.2492) mask_dice 0.8649 (0.8484) mem 21941MB +[2025-12-25 01:36:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][590/1573] eta 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grad_norm 432.8358 (268.4658) embed_mse 1353.5813 (1312.8073) mask_bce 0.2128 (0.2495) mask_dice 0.8675 (0.8482) mem 21941MB +[2025-12-25 01:37:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][630/1573] eta 0:10:56 lr 0.000047 time 1.4887 (0.6965) loss 1260.4767 (1313.8096) grad_norm 327.4742 (269.2223) embed_mse 1259.3751 (1312.7121) mask_bce 0.2857 (0.2492) mask_dice 0.8160 (0.8484) mem 21941MB +[2025-12-25 01:37:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][640/1573] eta 0:10:55 lr 0.000047 time 0.4595 (0.7025) loss 1305.6578 (1313.7169) grad_norm 388.1862 (270.4890) embed_mse 1304.5774 (1312.6194) mask_bce 0.2204 (0.2491) mask_dice 0.8600 (0.8484) mem 21941MB +[2025-12-25 01:37:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][650/1573] eta 0:10:57 lr 0.000047 time 0.4186 (0.7126) loss 1252.2958 (1313.5843) grad_norm 259.7665 (270.3566) embed_mse 1251.2135 (1312.4868) mask_bce 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01:38:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][690/1573] eta 0:10:34 lr 0.000047 time 0.4161 (0.7187) loss 1347.0217 (1314.1515) grad_norm 368.8335 (275.2726) embed_mse 1345.9384 (1313.0541) mask_bce 0.2169 (0.2489) mask_dice 0.8665 (0.8485) mem 21941MB +[2025-12-25 01:38:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][700/1573] eta 0:10:28 lr 0.000047 time 4.5567 (0.7204) loss 1364.9072 (1314.2894) grad_norm 399.8129 (276.7041) embed_mse 1363.8303 (1313.1923) mask_bce 0.2130 (0.2485) mask_dice 0.8639 (0.8487) mem 21941MB +[2025-12-25 01:38:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][710/1573] eta 0:10:25 lr 0.000047 time 0.4210 (0.7244) loss 1359.2772 (1314.3020) grad_norm 359.3303 (277.6431) embed_mse 1358.0367 (1313.2045) mask_bce 0.3877 (0.2489) mask_dice 0.8528 (0.8486) mem 21941MB +[2025-12-25 01:38:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][720/1573] eta 0:10:19 lr 0.000047 time 0.4258 (0.7268) loss 1278.3551 (1314.5311) grad_norm 241.1926 (277.2651) embed_mse 1277.2930 (1313.4337) mask_bce 0.2216 (0.2490) mask_dice 0.8406 (0.8485) mem 21941MB +[2025-12-25 01:38:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][730/1573] eta 0:10:13 lr 0.000047 time 0.4404 (0.7275) loss 1304.7570 (1314.7747) grad_norm 410.0190 (278.7239) embed_mse 1303.7102 (1313.6772) mask_bce 0.1885 (0.2490) mask_dice 0.8583 (0.8484) mem 21941MB +[2025-12-25 01:39:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][740/1573] eta 0:10:07 lr 0.000047 time 1.6349 (0.7295) loss 1315.9838 (1315.0665) grad_norm 377.7511 (279.8004) embed_mse 1314.8920 (1313.9692) mask_bce 0.2164 (0.2488) mask_dice 0.8754 (0.8485) mem 21941MB +[2025-12-25 01:39:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][750/1573] eta 0:09:58 lr 0.000047 time 0.4139 (0.7275) loss 1280.7976 (1314.6702) grad_norm 323.5572 (280.2708) embed_mse 1279.7056 (1313.5726) mask_bce 0.2485 (0.2490) mask_dice 0.8436 (0.8486) mem 21941MB +[2025-12-25 01:39:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][760/1573] eta 0:09:52 lr 0.000047 time 0.4125 (0.7292) loss 1300.9294 (1314.8284) grad_norm 190.5116 (280.2159) embed_mse 1299.8701 (1313.7309) mask_bce 0.1983 (0.2489) mask_dice 0.8609 (0.8486) mem 21941MB +[2025-12-25 01:39:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][770/1573] eta 0:09:44 lr 0.000047 time 0.4263 (0.7274) loss 1328.5201 (1314.6808) grad_norm 219.2376 (279.5807) embed_mse 1327.4213 (1313.5833) mask_bce 0.2660 (0.2490) mask_dice 0.8328 (0.8485) mem 21941MB +[2025-12-25 01:39:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][780/1573] eta 0:09:34 lr 0.000047 time 0.4129 (0.7243) loss 1326.9967 (1314.6838) grad_norm 195.9093 (278.7181) embed_mse 1325.8765 (1313.5865) mask_bce 0.2813 (0.2487) mask_dice 0.8389 (0.8486) mem 21941MB +[2025-12-25 01:39:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][790/1573] eta 0:09:32 lr 0.000047 time 4.7188 (0.7311) loss 1347.0662 (1314.4994) grad_norm 170.8847 (277.6177) embed_mse 1345.9022 (1313.4021) mask_bce 0.2981 (0.2488) mask_dice 0.8658 (0.8485) mem 21941MB +[2025-12-25 01:39:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][800/1573] eta 0:09:22 lr 0.000047 time 0.4255 (0.7281) loss 1364.1729 (1314.5100) grad_norm 211.3889 (276.4782) embed_mse 1363.0630 (1313.4127) mask_bce 0.2578 (0.2489) mask_dice 0.8521 (0.8485) mem 21941MB +[2025-12-25 01:39:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][810/1573] eta 0:09:13 lr 0.000047 time 0.4167 (0.7250) loss 1248.3031 (1314.0998) grad_norm 362.7206 (277.3321) embed_mse 1247.2271 (1313.0027) mask_bce 0.2383 (0.2486) mask_dice 0.8378 (0.8485) mem 21941MB +[2025-12-25 01:40:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][820/1573] eta 0:09:07 lr 0.000047 time 0.4160 (0.7273) loss 1274.2494 (1314.1016) grad_norm 189.8518 (276.4745) embed_mse 1273.1022 (1313.0044) mask_bce 0.3254 (0.2487) mask_dice 0.8219 (0.8485) mem 21941MB +[2025-12-25 01:40:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][830/1573] eta 0:09:03 lr 0.000047 time 3.0319 (0.7309) loss 1301.6996 (1314.1584) grad_norm 245.6452 (276.1752) embed_mse 1300.6180 (1313.0613) mask_bce 0.2375 (0.2485) mask_dice 0.8442 (0.8486) mem 21941MB +[2025-12-25 01:40:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][840/1573] eta 0:08:54 lr 0.000047 time 0.4429 (0.7296) loss 1255.4795 (1314.0599) grad_norm 275.6036 (275.1987) embed_mse 1254.3853 (1312.9629) mask_bce 0.2596 (0.2484) mask_dice 0.8346 (0.8486) mem 21941MB +[2025-12-25 01:40:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][850/1573] eta 0:08:49 lr 0.000047 time 0.4182 (0.7325) loss 1361.6942 (1314.2240) grad_norm 257.3742 (275.0305) embed_mse 1360.5787 (1313.1270) mask_bce 0.2496 (0.2484) mask_dice 0.8658 (0.8486) mem 21941MB +[2025-12-25 01:40:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][860/1573] eta 0:08:40 lr 0.000047 time 0.4235 (0.7301) loss 1374.7682 (1314.2783) grad_norm 212.3296 (274.4445) embed_mse 1373.6802 (1313.1812) mask_bce 0.2206 (0.2485) mask_dice 0.8675 (0.8486) mem 21941MB +[2025-12-25 01:40:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][870/1573] eta 0:08:33 lr 0.000047 time 2.6997 (0.7299) loss 1393.8501 (1314.3842) grad_norm 191.7619 (273.6790) embed_mse 1392.6788 (1313.2871) mask_bce 0.3198 (0.2484) mask_dice 0.8516 (0.8487) mem 21941MB +[2025-12-25 01:40:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][880/1573] eta 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grad_norm 266.9229 (272.2007) embed_mse 1295.0972 (1313.6022) mask_bce 0.2486 (0.2482) mask_dice 0.8538 (0.8488) mem 21941MB +[2025-12-25 01:41:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][920/1573] eta 0:08:01 lr 0.000047 time 0.4158 (0.7379) loss 1340.6162 (1314.7350) grad_norm 248.6441 (271.8313) embed_mse 1339.5291 (1313.6382) mask_bce 0.2223 (0.2480) mask_dice 0.8649 (0.8488) mem 21941MB +[2025-12-25 01:41:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][930/1573] eta 0:07:56 lr 0.000047 time 0.4169 (0.7406) loss 1243.0098 (1314.6933) grad_norm 288.6088 (271.9759) embed_mse 1241.9041 (1313.5964) mask_bce 0.2597 (0.2480) mask_dice 0.8459 (0.8488) mem 21941MB +[2025-12-25 01:41:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][940/1573] eta 0:07:47 lr 0.000047 time 0.4321 (0.7388) loss 1326.9686 (1314.7162) grad_norm 239.6130 (271.6993) embed_mse 1325.7743 (1313.6192) mask_bce 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01:42:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][980/1573] eta 0:07:19 lr 0.000047 time 0.4192 (0.7414) loss 1312.7959 (1314.5718) grad_norm 221.5703 (270.7642) embed_mse 1311.6859 (1313.4749) mask_bce 0.2739 (0.2480) mask_dice 0.8360 (0.8489) mem 21941MB +[2025-12-25 01:42:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][990/1573] eta 0:07:13 lr 0.000047 time 0.4357 (0.7440) loss 1347.0852 (1314.8267) grad_norm 232.2935 (270.4514) embed_mse 1345.9443 (1313.7296) mask_bce 0.2879 (0.2483) mask_dice 0.8531 (0.8488) mem 21941MB +[2025-12-25 01:42:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1000/1573] eta 0:07:07 lr 0.000047 time 0.4139 (0.7453) loss 1294.5654 (1314.9417) grad_norm 402.5416 (270.5747) embed_mse 1293.4728 (1313.8447) mask_bce 0.2500 (0.2481) mask_dice 0.8426 (0.8489) mem 21941MB +[2025-12-25 01:42:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1010/1573] eta 0:06:58 lr 0.000047 time 0.4169 (0.7436) loss 1301.3840 (1314.8904) grad_norm 318.8461 (270.9578) embed_mse 1300.2946 (1313.7935) mask_bce 0.2408 (0.2480) mask_dice 0.8486 (0.8488) mem 21941MB +[2025-12-25 01:42:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1020/1573] eta 0:06:52 lr 0.000047 time 0.4231 (0.7461) loss 1313.1028 (1314.8519) grad_norm 170.4068 (270.1660) embed_mse 1312.0201 (1313.7551) mask_bce 0.2178 (0.2480) mask_dice 0.8649 (0.8488) mem 21941MB +[2025-12-25 01:42:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1030/1573] eta 0:06:43 lr 0.000047 time 0.4591 (0.7430) loss 1304.1499 (1314.7593) grad_norm 205.8516 (269.6636) embed_mse 1303.0487 (1313.6625) mask_bce 0.2476 (0.2480) mask_dice 0.8537 (0.8488) mem 21941MB +[2025-12-25 01:43:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1040/1573] eta 0:06:39 lr 0.000047 time 0.4208 (0.7487) loss 1336.1743 (1314.7432) grad_norm 199.5711 (268.3514) embed_mse 1335.0569 (1313.6465) mask_bce 0.2873 (0.2479) mask_dice 0.8302 (0.8489) mem 21941MB +[2025-12-25 01:43:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1050/1573] eta 0:06:29 lr 0.000047 time 0.4293 (0.7457) loss 1332.7540 (1314.7965) grad_norm 293.4789 (268.5432) embed_mse 1331.6677 (1313.6997) mask_bce 0.2428 (0.2480) mask_dice 0.8435 (0.8488) mem 21941MB +[2025-12-25 01:43:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1060/1573] eta 0:06:21 lr 0.000047 time 0.4452 (0.7438) loss 1276.1337 (1314.6318) grad_norm 227.5755 (268.2328) embed_mse 1274.9995 (1313.5352) mask_bce 0.2963 (0.2479) mask_dice 0.8378 (0.8488) mem 21941MB +[2025-12-25 01:43:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1070/1573] eta 0:06:13 lr 0.000047 time 0.4210 (0.7427) loss 1331.5372 (1314.6126) grad_norm 183.4963 (267.5957) embed_mse 1330.4419 (1313.5158) mask_bce 0.2355 (0.2480) mask_dice 0.8598 (0.8487) mem 21941MB +[2025-12-25 01:43:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1080/1573] eta 0:06:05 lr 0.000047 time 0.4139 (0.7405) loss 1285.1730 (1314.7545) grad_norm 255.1985 (267.4514) embed_mse 1284.0874 (1313.6578) mask_bce 0.2622 (0.2479) mask_dice 0.8234 (0.8487) mem 21941MB +[2025-12-25 01:43:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1090/1573] eta 0:05:57 lr 0.000047 time 0.4189 (0.7405) loss 1362.6969 (1314.8245) grad_norm 337.3119 (267.9651) embed_mse 1361.5746 (1313.7279) mask_bce 0.2848 (0.2479) mask_dice 0.8375 (0.8487) mem 21941MB +[2025-12-25 01:43:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1100/1573] eta 0:05:53 lr 0.000047 time 0.4253 (0.7475) loss 1341.3242 (1314.8308) grad_norm 172.4725 (267.2681) embed_mse 1340.2289 (1313.7341) mask_bce 0.2440 (0.2480) mask_dice 0.8513 (0.8486) mem 21941MB +[2025-12-25 01:43:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1110/1573] eta 0:05:46 lr 0.000047 time 0.4201 (0.7485) loss 1388.2264 (1314.9151) grad_norm 217.0328 (266.9041) embed_mse 1387.1282 (1313.8185) mask_bce 0.2425 (0.2480) mask_dice 0.8558 (0.8486) mem 21941MB +[2025-12-25 01:44:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1120/1573] eta 0:05:40 lr 0.000047 time 0.4183 (0.7513) loss 1425.4778 (1315.0626) grad_norm 213.8270 (266.5584) embed_mse 1424.3914 (1313.9658) mask_bce 0.2271 (0.2482) mask_dice 0.8594 (0.8486) mem 21941MB +[2025-12-25 01:44:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1130/1573] eta 0:05:32 lr 0.000047 time 0.4188 (0.7500) loss 1333.8698 (1315.1213) grad_norm 168.0057 (265.8595) embed_mse 1332.7830 (1314.0246) mask_bce 0.2387 (0.2480) mask_dice 0.8481 (0.8486) mem 21941MB +[2025-12-25 01:44:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1140/1573] eta 0:05:24 lr 0.000047 time 0.4181 (0.7490) loss 1309.6309 (1315.1710) grad_norm 330.2487 (266.3129) embed_mse 1308.5376 (1314.0744) mask_bce 0.2492 (0.2480) mask_dice 0.8441 (0.8486) mem 21941MB +[2025-12-25 01:44:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1150/1573] eta 0:05:16 lr 0.000047 time 0.5166 (0.7492) loss 1325.4221 (1315.1843) grad_norm 254.3247 (266.2291) embed_mse 1324.3387 (1314.0878) mask_bce 0.2185 (0.2479) mask_dice 0.8648 (0.8486) mem 21941MB +[2025-12-25 01:44:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1160/1573] eta 0:05:10 lr 0.000047 time 0.4232 (0.7524) loss 1297.1515 (1315.1193) grad_norm 328.6028 (266.6636) embed_mse 1296.0621 (1314.0229) mask_bce 0.2388 (0.2479) mask_dice 0.8505 (0.8485) mem 21941MB +[2025-12-25 01:44:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1170/1573] eta 0:05:02 lr 0.000047 time 2.9365 (0.7519) loss 1372.9340 (1315.1159) grad_norm 189.7053 (266.1365) embed_mse 1371.8353 (1314.0195) mask_bce 0.2579 (0.2479) mask_dice 0.8407 (0.8485) mem 21941MB +[2025-12-25 01:44:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1180/1573] eta 0:04:54 lr 0.000047 time 0.4263 (0.7504) loss 1328.2986 (1315.0267) grad_norm 229.0060 (265.8839) embed_mse 1327.2155 (1313.9304) mask_bce 0.2466 (0.2478) mask_dice 0.8364 (0.8485) mem 21941MB +[2025-12-25 01:44:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1190/1573] eta 0:04:47 lr 0.000047 time 0.4474 (0.7494) loss 1239.8958 (1315.0282) grad_norm 264.4928 (265.8746) embed_mse 1238.8250 (1313.9319) mask_bce 0.2303 (0.2478) mask_dice 0.8405 (0.8485) mem 21941MB +[2025-12-25 01:45:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1200/1573] eta 0:04:41 lr 0.000047 time 0.4305 (0.7557) loss 1301.6539 (1314.9677) grad_norm 170.9592 (265.0474) embed_mse 1300.5607 (1313.8715) mask_bce 0.2360 (0.2478) mask_dice 0.8573 (0.8485) mem 21941MB +[2025-12-25 01:45:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1210/1573] eta 0:04:33 lr 0.000047 time 0.4255 (0.7540) loss 1272.5929 (1314.8736) grad_norm 246.7514 (264.9262) embed_mse 1271.5090 (1313.7774) mask_bce 0.2439 (0.2478) mask_dice 0.8400 (0.8484) mem 21941MB +[2025-12-25 01:45:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1220/1573] eta 0:04:28 lr 0.000047 time 5.0270 (0.7619) loss 1351.2041 (1314.9208) grad_norm 181.8055 (264.3793) embed_mse 1350.1149 (1313.8246) mask_bce 0.2486 (0.2478) mask_dice 0.8407 (0.8484) mem 21941MB +[2025-12-25 01:45:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1230/1573] eta 0:04:20 lr 0.000047 time 0.4242 (0.7595) loss 1363.3458 (1314.9576) grad_norm 299.1288 (264.6065) embed_mse 1362.2416 (1313.8615) mask_bce 0.2721 (0.2477) mask_dice 0.8322 (0.8484) mem 21941MB +[2025-12-25 01:45:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1240/1573] eta 0:04:12 lr 0.000047 time 0.4233 (0.7596) loss 1266.1174 (1314.9364) grad_norm 173.8255 (263.4415) embed_mse 1265.0089 (1313.8403) mask_bce 0.2551 (0.2477) mask_dice 0.8534 (0.8484) mem 21941MB +[2025-12-25 01:45:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1250/1573] eta 0:04:06 lr 0.000047 time 0.9530 (0.7617) loss 1345.5195 (1315.0567) grad_norm 241.6624 (263.3018) embed_mse 1344.4180 (1313.9605) mask_bce 0.2513 (0.2479) mask_dice 0.8502 (0.8483) mem 21941MB +[2025-12-25 01:46:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1260/1573] eta 0:03:58 lr 0.000047 time 0.4273 (0.7635) loss 1347.0986 (1315.1360) grad_norm 336.6626 (263.7691) embed_mse 1346.0148 (1314.0399) mask_bce 0.2318 (0.2478) mask_dice 0.8521 (0.8484) mem 21941MB +[2025-12-25 01:46:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1270/1573] eta 0:03:52 lr 0.000047 time 0.4475 (0.7682) loss 1308.8173 (1315.0809) grad_norm 217.2169 (263.4745) embed_mse 1307.7198 (1313.9848) mask_bce 0.2600 (0.2477) mask_dice 0.8375 (0.8483) mem 21941MB +[2025-12-25 01:46:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1280/1573] eta 0:03:44 lr 0.000047 time 0.4263 (0.7664) loss 1304.7434 (1315.0824) grad_norm 239.1186 (263.1087) embed_mse 1303.6616 (1313.9864) mask_bce 0.2402 (0.2477) mask_dice 0.8417 (0.8483) mem 21941MB +[2025-12-25 01:46:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1290/1573] eta 0:03:37 lr 0.000047 time 0.4310 (0.7675) loss 1296.2096 (1314.9666) grad_norm 301.9906 (263.3502) embed_mse 1295.1400 (1313.8706) mask_bce 0.2305 (0.2477) mask_dice 0.8391 (0.8483) mem 21941MB +[2025-12-25 01:46:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1300/1573] eta 0:03:29 lr 0.000047 time 1.5416 (0.7658) loss 1335.9292 (1315.0370) grad_norm 200.2809 (262.9609) embed_mse 1334.8243 (1313.9408) mask_bce 0.2549 (0.2479) mask_dice 0.8499 (0.8483) mem 21941MB +[2025-12-25 01:46:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1310/1573] eta 0:03:22 lr 0.000047 time 0.4271 (0.7692) loss 1293.3163 (1315.0348) grad_norm 210.2064 (262.6372) embed_mse 1292.1890 (1313.9385) mask_bce 0.3048 (0.2481) mask_dice 0.8225 (0.8483) mem 21941MB +[2025-12-25 01:46:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1320/1573] eta 0:03:14 lr 0.000047 time 0.4253 (0.7670) loss 1336.7278 (1314.9892) grad_norm 223.2569 (261.7527) embed_mse 1335.6492 (1313.8928) mask_bce 0.2294 (0.2481) mask_dice 0.8493 (0.8483) mem 21941MB +[2025-12-25 01:47:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1330/1573] eta 0:03:05 lr 0.000047 time 0.4218 (0.7651) loss 1347.2224 (1315.0689) grad_norm 309.6405 (262.0411) embed_mse 1346.1265 (1313.9726) mask_bce 0.2215 (0.2480) mask_dice 0.8744 (0.8483) mem 21941MB +[2025-12-25 01:47:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1340/1573] eta 0:02:58 lr 0.000047 time 0.4388 (0.7662) loss 1381.5135 (1315.0313) grad_norm 260.7624 (262.0335) embed_mse 1380.4419 (1313.9351) mask_bce 0.2084 (0.2479) mask_dice 0.8632 (0.8484) mem 21941MB +[2025-12-25 01:47:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1350/1573] eta 0:02:51 lr 0.000047 time 0.4263 (0.7694) loss 1232.7819 (1314.8163) grad_norm 261.0613 (262.0277) embed_mse 1231.7153 (1313.7202) mask_bce 0.2103 (0.2477) mask_dice 0.8561 (0.8484) mem 21941MB +[2025-12-25 01:47:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1360/1573] eta 0:02:43 lr 0.000047 time 2.4475 (0.7684) loss 1281.1696 (1314.8094) grad_norm 287.8133 (261.6155) embed_mse 1280.0945 (1313.7134) mask_bce 0.2486 (0.2477) mask_dice 0.8265 (0.8483) mem 21941MB +[2025-12-25 01:47:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1370/1573] eta 0:02:37 lr 0.000047 time 0.4332 (0.7738) loss 1304.3475 (1314.7375) grad_norm 189.8088 (261.1956) embed_mse 1303.3025 (1313.6415) mask_bce 0.1959 (0.2477) mask_dice 0.8492 (0.8483) mem 21941MB +[2025-12-25 01:47:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1380/1573] eta 0:02:30 lr 0.000047 time 0.4193 (0.7775) loss 1284.8811 (1314.6775) grad_norm 235.7138 (261.0475) embed_mse 1283.8149 (1313.5815) mask_bce 0.2280 (0.2477) mask_dice 0.8381 (0.8483) mem 21941MB +[2025-12-25 01:48:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1390/1573] eta 0:02:22 lr 0.000047 time 0.4233 (0.7763) loss 1379.9467 (1314.6183) grad_norm 308.7166 (261.3230) embed_mse 1378.8381 (1313.5224) mask_bce 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01:48:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1430/1573] eta 0:01:51 lr 0.000047 time 0.4197 (0.7775) loss 1334.1573 (1314.7755) grad_norm 250.5179 (260.9981) embed_mse 1333.0527 (1313.6796) mask_bce 0.2559 (0.2477) mask_dice 0.8486 (0.8483) mem 21941MB +[2025-12-25 01:48:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1440/1573] eta 0:01:43 lr 0.000047 time 0.4474 (0.7783) loss 1366.3556 (1314.7585) grad_norm 245.6128 (260.4612) embed_mse 1365.2390 (1313.6625) mask_bce 0.2820 (0.2477) mask_dice 0.8346 (0.8482) mem 21941MB +[2025-12-25 01:49:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1450/1573] eta 0:01:36 lr 0.000047 time 3.2455 (0.7823) loss 1266.8734 (1314.8327) grad_norm 175.1036 (259.9897) embed_mse 1265.7711 (1313.7368) mask_bce 0.2601 (0.2477) mask_dice 0.8421 (0.8483) mem 21941MB +[2025-12-25 01:49:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1460/1573] eta 0:01:28 lr 0.000047 time 0.4196 (0.7849) loss 1380.5841 (1314.7292) grad_norm 314.9043 (260.2914) embed_mse 1379.4156 (1313.6333) mask_bce 0.3153 (0.2477) mask_dice 0.8532 (0.8483) mem 21941MB +[2025-12-25 01:49:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1470/1573] eta 0:01:20 lr 0.000047 time 0.4172 (0.7842) loss 1321.2866 (1314.7015) grad_norm 336.5729 (260.7082) embed_mse 1320.1980 (1313.6055) mask_bce 0.2507 (0.2478) mask_dice 0.8380 (0.8482) mem 21941MB +[2025-12-25 01:49:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1480/1573] eta 0:01:12 lr 0.000047 time 0.4282 (0.7839) loss 1290.4832 (1314.7145) grad_norm 215.4940 (260.7742) embed_mse 1289.4291 (1313.6187) mask_bce 0.1919 (0.2476) mask_dice 0.8622 (0.8482) mem 21941MB +[2025-12-25 01:49:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1490/1573] eta 0:01:05 lr 0.000047 time 4.8965 (0.7871) loss 1319.6479 (1314.7200) grad_norm 237.4600 (260.6488) embed_mse 1318.5685 (1313.6242) mask_bce 0.2331 (0.2475) mask_dice 0.8464 (0.8483) mem 21941MB +[2025-12-25 01:49:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1500/1573] eta 0:00:57 lr 0.000047 time 0.4219 (0.7887) loss 1284.2374 (1314.6170) grad_norm 263.6401 (260.6648) embed_mse 1283.1362 (1313.5214) mask_bce 0.2349 (0.2473) mask_dice 0.8663 (0.8483) mem 21941MB +[2025-12-25 01:49:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1510/1573] eta 0:00:49 lr 0.000047 time 0.4228 (0.7863) loss 1398.7852 (1314.6594) grad_norm 228.5291 (260.4939) embed_mse 1397.7017 (1313.5637) mask_bce 0.2203 (0.2474) mask_dice 0.8632 (0.8483) mem 21941MB +[2025-12-25 01:50:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1520/1573] eta 0:00:41 lr 0.000047 time 1.9576 (0.7871) loss 1327.1616 (1314.4719) grad_norm 218.7370 (260.2160) embed_mse 1326.0797 (1313.3762) mask_bce 0.2514 (0.2473) mask_dice 0.8305 (0.8483) mem 21941MB +[2025-12-25 01:50:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1530/1573] eta 0:00:33 lr 0.000047 time 0.4512 (0.7877) loss 1327.2566 (1314.3576) grad_norm 228.7402 (260.0511) embed_mse 1326.1757 (1313.2620) mask_bce 0.2324 (0.2474) mask_dice 0.8486 (0.8483) mem 21941MB +[2025-12-25 01:50:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1540/1573] eta 0:00:26 lr 0.000047 time 0.4223 (0.7912) loss 1339.9889 (1314.4124) grad_norm 243.0382 (259.9626) embed_mse 1338.8934 (1313.3167) mask_bce 0.2536 (0.2475) mask_dice 0.8418 (0.8482) mem 21941MB +[2025-12-25 01:50:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1550/1573] eta 0:00:18 lr 0.000047 time 0.4329 (0.7939) loss 1341.1371 (1314.2814) grad_norm 248.9501 (259.9055) embed_mse 1340.0692 (1313.1855) mask_bce 0.2199 (0.2476) mask_dice 0.8481 (0.8482) mem 21941MB +[2025-12-25 01:50:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1560/1573] eta 0:00:10 lr 0.000047 time 0.4242 (0.7930) loss 1337.8215 (1314.3273) grad_norm 257.6046 (260.2261) embed_mse 1336.7310 (1313.2315) mask_bce 0.2401 (0.2475) mask_dice 0.8505 (0.8482) mem 21941MB +[2025-12-25 01:50:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1570/1573] eta 0:00:02 lr 0.000047 time 0.4216 (0.7949) loss 1393.5104 (1314.3060) grad_norm 214.7471 (259.9940) embed_mse 1392.3920 (1313.2103) mask_bce 0.2532 (0.2475) mask_dice 0.8652 (0.8483) mem 21941MB +[2025-12-25 01:51:01 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 4 training takes 0:20:56 +[2025-12-25 01:51:01 geometry_finetune_default] (utils.py 296): INFO output_geometry_finetune/es_rv_m/ckpt_epoch_4.pth saving...... +[2025-12-25 01:58:59 geometry_finetune_default] (utils.py 298): INFO 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geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][30/1573] eta 0:27:06 lr 0.000047 time 0.4283 (1.0542) loss 1249.8143 (1306.4207) grad_norm 230.3799 (286.9873) embed_mse 1248.7537 (1305.3189) mask_bce 0.2226 (0.2492) mask_dice 0.8381 (0.8526) mem 21941MB +[2025-12-25 01:59:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][40/1573] eta 0:26:14 lr 0.000047 time 0.4277 (1.0269) loss 1323.2388 (1310.0374) grad_norm 227.6090 (260.2437) embed_mse 1322.1136 (1308.9378) mask_bce 0.2589 (0.2475) mask_dice 0.8662 (0.8521) mem 21941MB +[2025-12-25 01:59:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][50/1573] eta 0:23:26 lr 0.000047 time 0.4213 (0.9237) loss 1340.7078 (1316.1171) grad_norm 227.5926 (254.8018) embed_mse 1339.6445 (1315.0189) mask_bce 0.1832 (0.2459) mask_dice 0.8801 (0.8523) mem 21941MB +[2025-12-25 01:59:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: 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mask_bce 0.2728 (0.2512) mask_dice 0.8308 (0.8475) mem 21941MB +[2025-12-25 02:01:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][130/1573] eta 0:22:18 lr 0.000047 time 0.4394 (0.9276) loss 1328.6670 (1313.2727) grad_norm 361.1230 (247.1203) embed_mse 1327.5924 (1312.1756) mask_bce 0.2435 (0.2494) mask_dice 0.8310 (0.8478) mem 21941MB +[2025-12-25 02:01:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][140/1573] eta 0:21:33 lr 0.000047 time 1.9170 (0.9024) loss 1366.9010 (1313.1189) grad_norm 215.8428 (245.2804) embed_mse 1365.8333 (1312.0222) mask_bce 0.2070 (0.2486) mask_dice 0.8607 (0.8481) mem 21941MB +[2025-12-25 02:01:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][150/1573] eta 0:21:54 lr 0.000047 time 0.4386 (0.9239) loss 1345.3362 (1312.6395) grad_norm 262.9406 (246.2615) embed_mse 1344.2501 (1311.5437) mask_bce 0.2518 (0.2476) mask_dice 0.8342 (0.8482) mem 21941MB +[2025-12-25 02:01:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][160/1573] eta 0:22:03 lr 0.000047 time 0.4234 (0.9369) loss 1355.4452 (1312.3604) grad_norm 327.4438 (254.9268) embed_mse 1354.3779 (1311.2640) mask_bce 0.2340 (0.2482) mask_dice 0.8332 (0.8482) mem 21941MB +[2025-12-25 02:01:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][170/1573] eta 0:21:13 lr 0.000047 time 0.4188 (0.9075) loss 1289.4395 (1312.8344) grad_norm 212.5437 (252.9085) embed_mse 1288.3479 (1311.7379) mask_bce 0.2311 (0.2481) mask_dice 0.8604 (0.8485) mem 21941MB +[2025-12-25 02:01:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][180/1573] eta 0:21:30 lr 0.000047 time 0.4196 (0.9261) loss 1312.1071 (1312.4494) grad_norm 179.4073 (249.5676) embed_mse 1311.0205 (1311.3529) mask_bce 0.2576 (0.2479) mask_dice 0.8290 (0.8486) mem 21941MB +[2025-12-25 02:01:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][190/1573] eta 0:20:45 lr 0.000047 time 0.4206 (0.9009) loss 1308.0106 (1312.3763) grad_norm 215.3862 (248.0814) embed_mse 1306.9230 (1311.2796) mask_bce 0.2356 (0.2477) mask_dice 0.8521 (0.8490) mem 21941MB +[2025-12-25 02:02:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][200/1573] eta 0:21:26 lr 0.000047 time 0.4189 (0.9372) loss 1365.3678 (1313.6392) grad_norm 186.9511 (246.7658) embed_mse 1364.2704 (1312.5429) mask_bce 0.2582 (0.2476) mask_dice 0.8392 (0.8487) mem 21941MB +[2025-12-25 02:02:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][210/1573] eta 0:20:44 lr 0.000047 time 0.4331 (0.9129) loss 1351.0968 (1314.3344) grad_norm 274.8668 (247.8466) embed_mse 1350.0099 (1313.2367) mask_bce 0.2358 (0.2493) mask_dice 0.8511 (0.8485) mem 21941MB +[2025-12-25 02:02:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][220/1573] eta 0:20:29 lr 0.000047 time 0.4228 (0.9086) loss 1294.8467 (1313.4695) grad_norm 279.8554 (249.0321) embed_mse 1293.7854 (1312.3716) mask_bce 0.1916 (0.2490) mask_dice 0.8697 (0.8489) mem 21941MB +[2025-12-25 02:02:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][230/1573] eta 0:20:22 lr 0.000047 time 0.4371 (0.9099) loss 1341.2535 (1313.9144) grad_norm 338.7926 (252.2379) embed_mse 1340.1123 (1312.8166) mask_bce 0.3144 (0.2490) mask_dice 0.8269 (0.8489) mem 21941MB +[2025-12-25 02:02:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][240/1573] eta 0:20:12 lr 0.000046 time 2.1697 (0.9098) loss 1374.2087 (1313.7920) grad_norm 336.4294 (257.7031) embed_mse 1373.1135 (1312.6948) mask_bce 0.2302 (0.2484) mask_dice 0.8650 (0.8489) mem 21941MB +[2025-12-25 02:02:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][250/1573] eta 0:20:06 lr 0.000046 time 0.4216 (0.9119) loss 1295.7688 (1314.1832) 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INFO Train: [5/30][350/1573] eta 0:19:50 lr 0.000046 time 0.4196 (0.9733) loss 1301.3982 (1315.7777) grad_norm 329.2712 (252.4732) embed_mse 1300.3005 (1314.6834) mask_bce 0.2711 (0.2445) mask_dice 0.8265 (0.8498) mem 21941MB +[2025-12-25 02:04:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][360/1573] eta 0:19:50 lr 0.000046 time 0.4245 (0.9818) loss 1367.5863 (1315.5506) grad_norm 446.1517 (258.6654) embed_mse 1366.4607 (1314.4561) mask_bce 0.2372 (0.2446) mask_dice 0.8884 (0.8499) mem 21941MB +[2025-12-25 02:05:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][370/1573] eta 0:19:34 lr 0.000046 time 0.4499 (0.9762) loss 1353.9312 (1315.1100) grad_norm 441.6293 (262.6429) embed_mse 1352.8245 (1314.0157) mask_bce 0.2766 (0.2444) mask_dice 0.8301 (0.8499) mem 21941MB +[2025-12-25 02:05:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][380/1573] eta 0:19:34 lr 0.000046 time 3.5944 (0.9845) loss 1290.5822 (1314.5593) grad_norm 263.7332 (262.6660) embed_mse 1289.4653 (1313.4651) mask_bce 0.2160 (0.2442) mask_dice 0.9009 (0.8501) mem 21941MB +[2025-12-25 02:05:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][390/1573] eta 0:19:19 lr 0.000046 time 0.4324 (0.9802) loss 1326.8683 (1314.8398) grad_norm 195.9422 (261.2760) embed_mse 1325.7686 (1313.7451) mask_bce 0.2560 (0.2444) mask_dice 0.8436 (0.8502) mem 21941MB +[2025-12-25 02:05:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][400/1573] eta 0:18:58 lr 0.000046 time 0.4222 (0.9706) loss 1287.8279 (1314.6353) grad_norm 411.6017 (267.5823) embed_mse 1286.7452 (1313.5407) mask_bce 0.2445 (0.2446) mask_dice 0.8381 (0.8500) mem 21941MB +[2025-12-25 02:05:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][410/1573] eta 0:18:37 lr 0.000046 time 0.4377 (0.9606) loss 1399.9689 (1315.1985) grad_norm 434.5239 (270.8557) embed_mse 1398.8829 (1314.1013) mask_bce 0.2195 (0.2473) mask_dice 0.8664 (0.8500) mem 21941MB +[2025-12-25 02:05:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][420/1573] eta 0:18:25 lr 0.000046 time 0.4154 (0.9590) loss 1356.1024 (1314.8361) grad_norm 329.3974 (271.9815) embed_mse 1355.0084 (1313.7390) mask_bce 0.2459 (0.2473) mask_dice 0.8482 (0.8498) mem 21941MB +[2025-12-25 02:05:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][430/1573] eta 0:18:14 lr 0.000046 time 0.5835 (0.9574) loss 1281.8170 (1314.6242) grad_norm 290.9640 (272.3397) embed_mse 1280.7772 (1313.5277) mask_bce 0.1891 (0.2468) mask_dice 0.8507 (0.8498) mem 21941MB +[2025-12-25 02:06:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][440/1573] eta 0:18:16 lr 0.000046 time 0.4265 (0.9676) loss 1340.5336 (1314.5643) grad_norm 225.6011 (273.4353) embed_mse 1339.4465 (1313.4679) mask_bce 0.2497 (0.2467) mask_dice 0.8373 (0.8496) mem 21941MB +[2025-12-25 02:06:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][450/1573] eta 0:18:16 lr 0.000046 time 0.4328 (0.9764) loss 1327.1738 (1315.1071) grad_norm 280.4138 (273.5599) embed_mse 1326.1129 (1314.0107) mask_bce 0.2125 (0.2470) mask_dice 0.8484 (0.8495) mem 21941MB +[2025-12-25 02:06:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][460/1573] eta 0:17:53 lr 0.000046 time 0.4290 (0.9646) loss 1349.1206 (1315.1427) grad_norm 180.9009 (271.9344) embed_mse 1347.9800 (1314.0465) mask_bce 0.2804 (0.2466) mask_dice 0.8602 (0.8496) mem 21941MB +[2025-12-25 02:06:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][470/1573] eta 0:17:52 lr 0.000046 time 0.4436 (0.9724) loss 1288.3964 (1314.9987) grad_norm 298.0683 (272.3849) embed_mse 1287.3239 (1313.9025) mask_bce 0.2160 (0.2466) mask_dice 0.8565 (0.8495) mem 21941MB +[2025-12-25 02:06:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][480/1573] eta 0:17:52 lr 0.000046 time 0.4224 (0.9813) loss 1300.0242 (1315.0904) grad_norm 340.4460 (272.6169) embed_mse 1298.9305 (1313.9946) mask_bce 0.2576 (0.2462) mask_dice 0.8361 (0.8496) mem 21941MB +[2025-12-25 02:06:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][490/1573] eta 0:17:38 lr 0.000046 time 2.7792 (0.9778) loss 1278.2795 (1315.0864) grad_norm 296.4490 (273.0076) embed_mse 1277.2076 (1313.9906) mask_bce 0.2205 (0.2461) mask_dice 0.8513 (0.8497) mem 21941MB +[2025-12-25 02:07:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][500/1573] eta 0:17:28 lr 0.000046 time 0.4184 (0.9770) loss 1341.7449 (1315.2009) grad_norm 240.3211 (272.4804) embed_mse 1340.6384 (1314.1052) mask_bce 0.2666 (0.2460) mask_dice 0.8399 (0.8497) mem 21941MB +[2025-12-25 02:07:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][510/1573] eta 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grad_norm 210.6485 (268.0401) embed_mse 1372.7932 (1313.7976) mask_bce 0.2191 (0.2453) mask_dice 0.8566 (0.8497) mem 21941MB +[2025-12-25 02:07:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][550/1573] eta 0:16:42 lr 0.000046 time 0.4179 (0.9803) loss 1243.1737 (1314.6771) grad_norm 327.0468 (268.9079) embed_mse 1242.1179 (1313.5824) mask_bce 0.2129 (0.2451) mask_dice 0.8429 (0.8497) mem 21941MB +[2025-12-25 02:08:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][560/1573] eta 0:16:48 lr 0.000046 time 0.4179 (0.9956) loss 1316.6318 (1314.8843) grad_norm 268.0149 (267.8183) embed_mse 1315.5479 (1313.7898) mask_bce 0.2592 (0.2449) mask_dice 0.8247 (0.8497) mem 21941MB +[2025-12-25 02:08:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][570/1573] eta 0:16:35 lr 0.000046 time 4.4951 (0.9926) loss 1339.9088 (1315.0008) grad_norm 186.0171 (266.6662) embed_mse 1338.8413 (1313.9063) mask_bce 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INFO Train: [5/30][640/1573] eta 0:15:17 lr 0.000046 time 0.4175 (0.9834) loss 1261.9122 (1314.0687) grad_norm 152.3989 (261.1876) embed_mse 1260.8082 (1312.9746) mask_bce 0.2681 (0.2446) mask_dice 0.8359 (0.8495) mem 21941MB +[2025-12-25 02:09:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][650/1573] eta 0:15:18 lr 0.000046 time 0.4202 (0.9953) loss 1342.9369 (1314.2728) grad_norm 201.3992 (260.4495) embed_mse 1341.8284 (1313.1781) mask_bce 0.2835 (0.2452) mask_dice 0.8249 (0.8496) mem 21941MB +[2025-12-25 02:10:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][660/1573] eta 0:15:13 lr 0.000046 time 0.4285 (1.0010) loss 1312.9078 (1314.1760) grad_norm 259.4305 (260.4370) embed_mse 1311.8486 (1313.0816) mask_bce 0.1790 (0.2448) mask_dice 0.8801 (0.8496) mem 21941MB +[2025-12-25 02:10:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][670/1573] eta 0:14:56 lr 0.000046 time 0.4188 (0.9924) loss 1293.0970 (1313.9621) grad_norm 192.6894 (259.6208) embed_mse 1292.0238 (1312.8678) mask_bce 0.1989 (0.2447) mask_dice 0.8743 (0.8496) mem 21941MB +[2025-12-25 02:10:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][680/1573] eta 0:14:48 lr 0.000046 time 0.4230 (0.9945) loss 1278.6587 (1314.0049) grad_norm 275.6675 (258.8480) embed_mse 1277.5768 (1312.9106) mask_bce 0.2208 (0.2447) mask_dice 0.8612 (0.8496) mem 21941MB +[2025-12-25 02:10:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][690/1573] eta 0:14:35 lr 0.000046 time 0.4224 (0.9920) loss 1407.5172 (1314.1950) grad_norm 177.0533 (257.8969) embed_mse 1406.4164 (1313.1009) mask_bce 0.2410 (0.2444) mask_dice 0.8598 (0.8497) mem 21941MB +[2025-12-25 02:10:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][700/1573] eta 0:14:26 lr 0.000046 time 0.4186 (0.9925) loss 1286.0791 (1314.1345) grad_norm 179.5806 (256.9967) embed_mse 1284.9867 (1313.0401) mask_bce 0.2304 (0.2447) mask_dice 0.8621 (0.8496) mem 21941MB +[2025-12-25 02:10:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][710/1573] eta 0:14:11 lr 0.000046 time 0.4305 (0.9868) loss 1300.3136 (1314.1023) grad_norm 253.7829 (256.9602) embed_mse 1299.1013 (1313.0078) mask_bce 0.3399 (0.2449) mask_dice 0.8723 (0.8495) mem 21941MB +[2025-12-25 02:10:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][720/1573] eta 0:14:11 lr 0.000046 time 5.2472 (0.9987) loss 1344.4016 (1314.1758) grad_norm 332.1567 (256.9187) embed_mse 1343.2959 (1313.0814) mask_bce 0.2627 (0.2449) mask_dice 0.8431 (0.8495) mem 21941MB +[2025-12-25 02:11:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][730/1573] eta 0:13:59 lr 0.000046 time 0.4354 (0.9960) loss 1349.8081 (1314.2577) grad_norm 318.5412 (257.5958) embed_mse 1348.7273 (1313.1631) mask_bce 0.2093 (0.2450) mask_dice 0.8715 (0.8496) mem 21941MB +[2025-12-25 02:11:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][740/1573] eta 0:13:45 lr 0.000046 time 0.4378 (0.9911) loss 1299.8313 (1314.0460) grad_norm 248.5384 (257.4974) embed_mse 1298.7471 (1312.9514) mask_bce 0.2566 (0.2450) mask_dice 0.8276 (0.8496) mem 21941MB +[2025-12-25 02:11:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][750/1573] eta 0:13:34 lr 0.000046 time 0.4263 (0.9892) loss 1377.6237 (1314.3693) grad_norm 398.5643 (259.0143) embed_mse 1376.4971 (1313.2746) mask_bce 0.2608 (0.2451) mask_dice 0.8657 (0.8496) mem 21941MB +[2025-12-25 02:11:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][760/1573] eta 0:13:23 lr 0.000046 time 0.4207 (0.9879) loss 1286.7346 (1314.3656) grad_norm 241.3696 (260.0687) embed_mse 1285.6489 (1313.2711) mask_bce 0.2466 (0.2448) mask_dice 0.8391 (0.8497) mem 21941MB +[2025-12-25 02:11:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][770/1573] eta 0:13:17 lr 0.000046 time 0.4447 (0.9929) loss 1263.8318 (1314.4982) grad_norm 411.9713 (261.6511) embed_mse 1262.7722 (1313.4038) mask_bce 0.1816 (0.2448) mask_dice 0.8779 (0.8496) mem 21941MB +[2025-12-25 02:11:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][780/1573] eta 0:13:04 lr 0.000046 time 0.4194 (0.9894) loss 1361.1554 (1314.2018) grad_norm 256.9678 (261.6028) embed_mse 1360.0948 (1313.1078) mask_bce 0.2364 (0.2445) mask_dice 0.8242 (0.8496) mem 21941MB +[2025-12-25 02:12:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][790/1573] eta 0:12:55 lr 0.000046 time 0.4192 (0.9900) loss 1302.1310 (1314.2371) grad_norm 244.0985 (261.4241) embed_mse 1301.0773 (1313.1432) mask_bce 0.2218 (0.2443) mask_dice 0.8319 (0.8496) mem 21941MB +[2025-12-25 02:12:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][800/1573] eta 0:12:53 lr 0.000046 time 0.4195 (1.0003) loss 1345.6918 (1314.3562) grad_norm 259.8033 (261.0294) embed_mse 1344.5920 (1313.2622) mask_bce 0.2604 (0.2444) mask_dice 0.8393 (0.8495) mem 21941MB +[2025-12-25 02:12:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][810/1573] eta 0:12:38 lr 0.000046 time 0.7069 (0.9936) loss 1391.5977 (1314.3563) grad_norm 153.3778 (259.9636) embed_mse 1390.4635 (1313.2622) mask_bce 0.2756 (0.2446) mask_dice 0.8586 (0.8495) mem 21941MB +[2025-12-25 02:12:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][820/1573] eta 0:12:29 lr 0.000046 time 2.2575 (0.9952) loss 1316.4167 (1314.1704) grad_norm 229.8205 (259.6681) embed_mse 1315.3424 (1313.0763) mask_bce 0.2481 (0.2447) mask_dice 0.8263 (0.8493) mem 21941MB +[2025-12-25 02:12:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][830/1573] eta 0:12:16 lr 0.000046 time 0.4214 (0.9918) loss 1321.2155 (1314.3188) grad_norm 277.5885 (259.8420) embed_mse 1320.1182 (1313.2246) mask_bce 0.2658 (0.2449) mask_dice 0.8315 (0.8492) mem 21941MB +[2025-12-25 02:12:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][840/1573] eta 0:12:08 lr 0.000046 time 0.4209 (0.9941) loss 1368.2496 (1314.2319) grad_norm 275.7083 (259.4151) embed_mse 1367.1639 (1313.1379) mask_bce 0.2424 (0.2449) mask_dice 0.8432 (0.8491) mem 21941MB +[2025-12-25 02:13:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][850/1573] eta 0:11:53 lr 0.000046 time 0.4207 (0.9874) loss 1324.0271 (1313.8970) grad_norm 356.6030 (260.3320) embed_mse 1322.9508 (1312.8032) mask_bce 0.2348 (0.2447) mask_dice 0.8416 (0.8491) mem 21941MB +[2025-12-25 02:13:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][860/1573] eta 0:11:49 lr 0.000046 time 0.4191 (0.9949) loss 1346.8744 (1314.0411) grad_norm 244.7298 (260.1862) embed_mse 1345.7826 (1312.9473) mask_bce 0.2396 (0.2448) mask_dice 0.8522 (0.8490) mem 21941MB +[2025-12-25 02:13:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][870/1573] eta 0:11:36 lr 0.000046 time 0.4230 (0.9908) loss 1324.1960 (1314.0952) grad_norm 197.9788 (259.6102) embed_mse 1323.0848 (1313.0014) mask_bce 0.2157 (0.2447) mask_dice 0.8956 (0.8490) mem 21941MB +[2025-12-25 02:13:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][880/1573] eta 0:11:24 lr 0.000046 time 0.4355 (0.9870) loss 1309.0486 (1314.2872) grad_norm 208.6526 (259.7743) embed_mse 1307.9619 (1313.1935) mask_bce 0.2530 (0.2448) mask_dice 0.8338 (0.8489) mem 21941MB +[2025-12-25 02:13:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][890/1573] eta 0:11:16 lr 0.000046 time 2.5422 (0.9905) loss 1331.2568 (1314.4251) grad_norm 189.6749 (259.1428) embed_mse 1330.1426 (1313.3313) mask_bce 0.2642 (0.2448) mask_dice 0.8500 (0.8490) mem 21941MB +[2025-12-25 02:13:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][900/1573] eta 0:11:03 lr 0.000046 time 0.4191 (0.9865) loss 1356.4240 (1314.6459) grad_norm 182.8676 (258.4618) embed_mse 1355.3252 (1313.5521) mask_bce 0.2587 (0.2449) mask_dice 0.8401 (0.8489) mem 21941MB +[2025-12-25 02:14:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][910/1573] eta 0:10:58 lr 0.000046 time 1.8451 (0.9935) loss 1308.4694 (1314.2539) grad_norm 359.2594 (259.3538) embed_mse 1307.3989 (1313.1602) mask_bce 0.2314 (0.2449) mask_dice 0.8391 (0.8489) mem 21941MB +[2025-12-25 02:14:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][920/1573] eta 0:10:53 lr 0.000046 time 0.4227 (1.0010) loss 1264.7769 (1314.0915) grad_norm 293.5611 (260.3636) embed_mse 1263.7220 (1312.9979) mask_bce 0.2093 (0.2448) mask_dice 0.8456 (0.8488) mem 21941MB +[2025-12-25 02:14:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][930/1573] eta 0:10:41 lr 0.000046 time 0.4216 (0.9972) loss 1314.8905 (1314.2912) grad_norm 157.7461 (259.4790) embed_mse 1313.7750 (1313.1976) mask_bce 0.2666 (0.2448) mask_dice 0.8488 (0.8488) mem 21941MB +[2025-12-25 02:14:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][940/1573] eta 0:10:28 lr 0.000046 time 0.4200 (0.9934) loss 1269.6233 (1314.2715) grad_norm 245.7945 (259.3621) embed_mse 1268.5670 (1313.1780) mask_bce 0.1961 (0.2447) mask_dice 0.8601 (0.8488) mem 21941MB +[2025-12-25 02:15:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][950/1573] eta 0:10:30 lr 0.000046 time 11.5824 (1.0113) loss 1295.9008 (1314.3245) grad_norm 322.3063 (259.8955) embed_mse 1294.8041 (1313.2310) mask_bce 0.2638 (0.2447) mask_dice 0.8329 (0.8488) mem 21941MB +[2025-12-25 02:15:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][960/1573] eta 0:10:20 lr 0.000046 time 0.4230 (1.0119) loss 1316.4432 (1314.3165) grad_norm 249.7012 (258.9807) embed_mse 1315.3553 (1313.2231) mask_bce 0.2393 (0.2448) mask_dice 0.8487 (0.8487) mem 21941MB +[2025-12-25 02:15:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][970/1573] eta 0:10:07 lr 0.000046 time 0.4205 (1.0075) loss 1285.1321 (1314.2379) grad_norm 233.8278 (258.7728) embed_mse 1284.0552 (1313.1446) mask_bce 0.2279 (0.2447) mask_dice 0.8491 (0.8486) mem 21941MB +[2025-12-25 02:15:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][980/1573] eta 0:10:00 lr 0.000046 time 0.4541 (1.0126) loss 1279.9589 (1314.1065) grad_norm 231.7213 (258.5510) embed_mse 1278.8505 (1313.0132) mask_bce 0.2867 (0.2447) mask_dice 0.8216 (0.8486) mem 21941MB +[2025-12-25 02:15:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][990/1573] eta 0:09:48 lr 0.000046 time 0.4216 (1.0093) loss 1268.6682 (1314.1228) grad_norm 199.3463 (258.0697) embed_mse 1267.5862 (1313.0295) mask_bce 0.2343 (0.2446) mask_dice 0.8478 (0.8486) mem 21941MB +[2025-12-25 02:15:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1000/1573] eta 0:09:39 lr 0.000046 time 0.4185 (1.0112) loss 1390.8069 (1314.2626) grad_norm 310.9260 (258.2914) embed_mse 1389.7173 (1313.1694) mask_bce 0.2121 (0.2446) mask_dice 0.8776 (0.8486) mem 21941MB +[2025-12-25 02:15:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1010/1573] eta 0:09:27 lr 0.000046 time 0.4189 (1.0075) loss 1290.5820 (1314.2217) grad_norm 218.7273 (257.9774) embed_mse 1289.5015 (1313.1285) mask_bce 0.2251 (0.2446) mask_dice 0.8555 (0.8486) mem 21941MB +[2025-12-25 02:16:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1020/1573] eta 0:09:19 lr 0.000046 time 1.4974 (1.0118) loss 1349.0164 (1314.3587) grad_norm 242.8715 (257.8585) embed_mse 1347.9303 (1313.2657) mask_bce 0.2545 (0.2445) mask_dice 0.8316 (0.8485) mem 21941MB +[2025-12-25 02:16:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1030/1573] eta 0:09:11 lr 0.000046 time 0.4480 (1.0154) loss 1286.9191 (1314.3968) grad_norm 201.3844 (257.4173) embed_mse 1285.8035 (1313.3037) mask_bce 0.2737 (0.2446) mask_dice 0.8419 (0.8485) mem 21941MB +[2025-12-25 02:16:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1040/1573] eta 0:08:58 lr 0.000046 time 0.4422 (1.0100) loss 1312.4041 (1314.4779) grad_norm 280.4199 (257.6285) embed_mse 1311.3156 (1313.3849) mask_bce 0.2373 (0.2445) mask_dice 0.8512 (0.8485) mem 21941MB +[2025-12-25 02:16:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1050/1573] eta 0:08:49 lr 0.000046 time 0.4167 (1.0122) loss 1344.8661 (1314.5554) grad_norm 188.1333 (257.0981) embed_mse 1343.7355 (1313.4623) mask_bce 0.2859 (0.2447) mask_dice 0.8447 (0.8485) mem 21941MB +[2025-12-25 02:16:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1060/1573] eta 0:08:40 lr 0.000046 time 0.4173 (1.0138) loss 1343.8296 (1314.5802) grad_norm 609.9279 (259.7710) embed_mse 1342.7288 (1313.4870) mask_bce 0.2423 (0.2447) mask_dice 0.8585 (0.8484) mem 21941MB +[2025-12-25 02:17:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1070/1573] eta 0:08:28 lr 0.000046 time 0.4191 (1.0115) loss 1319.4032 (1314.7180) grad_norm 294.4671 (260.0319) embed_mse 1318.3541 (1313.6250) mask_bce 0.1911 (0.2446) mask_dice 0.8579 (0.8485) mem 21941MB +[2025-12-25 02:17:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1080/1573] eta 0:08:19 lr 0.000046 time 0.4231 (1.0128) loss 1326.4858 (1314.5687) grad_norm 245.2679 (260.5293) embed_mse 1325.3387 (1313.4756) mask_bce 0.3005 (0.2448) mask_dice 0.8466 (0.8483) mem 21941MB +[2025-12-25 02:17:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1090/1573] eta 0:08:08 lr 0.000046 time 0.4204 (1.0106) loss 1362.3309 (1314.4296) grad_norm 157.2283 (259.7697) embed_mse 1361.2108 (1313.3365) mask_bce 0.2979 (0.2449) mask_dice 0.8222 (0.8483) mem 21941MB +[2025-12-25 02:17:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1100/1573] eta 0:07:58 lr 0.000046 time 2.3681 (1.0108) loss 1351.6012 (1314.5931) grad_norm 237.1163 (259.6044) embed_mse 1350.5284 (1313.5000) mask_bce 0.2115 (0.2449) mask_dice 0.8613 (0.8482) mem 21941MB +[2025-12-25 02:17:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1110/1573] eta 0:07:48 lr 0.000046 time 0.4221 (1.0129) loss 1313.8253 (1314.4911) grad_norm 365.4072 (260.3711) embed_mse 1312.7450 (1313.3981) mask_bce 0.2484 (0.2449) mask_dice 0.8320 (0.8482) mem 21941MB +[2025-12-25 02:17:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1120/1573] eta 0:07:37 lr 0.000046 time 0.4175 (1.0090) loss 1356.9358 (1314.4456) grad_norm 288.6871 (261.1509) embed_mse 1355.7679 (1313.3524) mask_bce 0.3260 (0.2451) mask_dice 0.8418 (0.8482) mem 21941MB +[2025-12-25 02:18:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1130/1573] eta 0:07:27 lr 0.000046 time 0.4216 (1.0111) loss 1348.0566 (1314.6215) grad_norm 236.9733 (260.9794) embed_mse 1346.9268 (1313.5282) mask_bce 0.2635 (0.2451) mask_dice 0.8664 (0.8481) mem 21941MB +[2025-12-25 02:18:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1140/1573] eta 0:07:18 lr 0.000046 time 2.7876 (1.0118) loss 1321.8525 (1314.5493) grad_norm 208.0794 (260.6068) embed_mse 1320.8007 (1313.4561) mask_bce 0.2118 (0.2452) mask_dice 0.8401 (0.8481) mem 21941MB +[2025-12-25 02:18:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1150/1573] eta 0:07:05 lr 0.000046 time 0.4464 (1.0067) loss 1233.1560 (1314.4320) grad_norm 186.5643 (260.0891) embed_mse 1232.0680 (1313.3388) mask_bce 0.2574 (0.2452) mask_dice 0.8305 (0.8480) mem 21941MB +[2025-12-25 02:18:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1160/1573] eta 0:06:54 lr 0.000046 time 0.4212 (1.0034) loss 1311.4962 (1314.4894) grad_norm 198.5182 (259.8098) embed_mse 1310.4362 (1313.3963) mask_bce 0.2012 (0.2452) mask_dice 0.8588 (0.8480) mem 21941MB +[2025-12-25 02:18:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1170/1573] eta 0:06:43 lr 0.000046 time 0.4198 (1.0002) loss 1316.7489 (1314.4720) grad_norm 304.0255 (260.1127) embed_mse 1315.6364 (1313.3789) mask_bce 0.2685 (0.2452) mask_dice 0.8440 (0.8480) mem 21941MB +[2025-12-25 02:18:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1180/1573] eta 0:06:33 lr 0.000046 time 5.3270 (1.0023) loss 1308.0719 (1314.5502) grad_norm 269.8268 (260.1787) embed_mse 1306.9474 (1313.4570) mask_bce 0.3291 (0.2452) mask_dice 0.7954 (0.8480) mem 21941MB +[2025-12-25 02:18:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1190/1573] eta 0:06:24 lr 0.000046 time 0.4148 (1.0032) loss 1323.5697 (1314.5883) grad_norm 428.0452 (261.3130) embed_mse 1322.4623 (1313.4951) mask_bce 0.2626 (0.2453) mask_dice 0.8447 (0.8480) mem 21941MB +[2025-12-25 02:19:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1200/1573] eta 0:06:14 lr 0.000046 time 0.4162 (1.0030) loss 1299.0016 (1314.4463) grad_norm 181.2868 (262.2198) embed_mse 1297.9318 (1313.3531) mask_bce 0.2270 (0.2453) mask_dice 0.8429 (0.8479) mem 21941MB +[2025-12-25 02:19:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1210/1573] eta 0:06:04 lr 0.000046 time 0.4207 (1.0050) loss 1323.8096 (1314.6223) grad_norm 311.3371 (262.5451) embed_mse 1322.7134 (1313.5291) mask_bce 0.2560 (0.2453) mask_dice 0.8402 (0.8479) mem 21941MB +[2025-12-25 02:19:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1220/1573] eta 0:05:53 lr 0.000046 time 1.8388 (1.0014) loss 1329.2134 (1314.7593) grad_norm 301.3812 (262.8006) embed_mse 1328.1238 (1313.6661) mask_bce 0.2588 (0.2453) mask_dice 0.8309 (0.8479) mem 21941MB +[2025-12-25 02:19:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1230/1573] eta 0:05:43 lr 0.000046 time 1.4849 (1.0001) loss 1324.8635 (1314.8969) grad_norm 437.8379 (263.9446) embed_mse 1323.8062 (1313.8037) mask_bce 0.2035 (0.2453) mask_dice 0.8539 (0.8479) mem 21941MB +[2025-12-25 02:19:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1240/1573] eta 0:05:32 lr 0.000046 time 0.4145 (0.9993) loss 1323.9716 (1314.9825) grad_norm 304.8150 (264.4866) embed_mse 1322.7874 (1313.8892) mask_bce 0.3023 (0.2454) mask_dice 0.8819 (0.8479) mem 21941MB +[2025-12-25 02:19:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1250/1573] eta 0:05:21 lr 0.000046 time 1.7838 (0.9957) loss 1305.7268 (1314.8823) grad_norm 339.2891 (264.9661) embed_mse 1304.6287 (1313.7891) mask_bce 0.2859 (0.2454) mask_dice 0.8123 (0.8478) mem 21941MB +[2025-12-25 02:19:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1260/1573] eta 0:05:12 lr 0.000046 time 0.4153 (0.9971) loss 1268.7117 (1314.8175) grad_norm 257.7096 (264.9199) embed_mse 1267.6299 (1313.7243) mask_bce 0.2433 (0.2453) mask_dice 0.8385 (0.8479) mem 21941MB +[2025-12-25 02:20:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1270/1573] eta 0:05:02 lr 0.000046 time 0.4358 (0.9973) loss 1278.1455 (1314.7320) grad_norm 259.8977 (264.8881) embed_mse 1277.0726 (1313.6388) mask_bce 0.2160 (0.2454) mask_dice 0.8569 (0.8478) mem 21941MB +[2025-12-25 02:20:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1280/1573] eta 0:04:50 lr 0.000046 time 0.4256 (0.9928) loss 1297.8965 (1314.7338) grad_norm 242.0740 (265.0101) embed_mse 1296.8080 (1313.6403) mask_bce 0.2447 (0.2457) mask_dice 0.8438 (0.8478) mem 21941MB +[2025-12-25 02:20:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1290/1573] eta 0:04:40 lr 0.000046 time 0.4198 (0.9921) loss 1243.2032 (1314.6673) grad_norm 247.0072 (264.8983) embed_mse 1242.1259 (1313.5739) mask_bce 0.2559 (0.2456) mask_dice 0.8214 (0.8478) mem 21941MB +[2025-12-25 02:20:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1300/1573] eta 0:04:30 lr 0.000046 time 0.4362 (0.9910) loss 1376.1216 (1314.6420) grad_norm 246.4125 (264.7841) embed_mse 1375.0247 (1313.5486) mask_bce 0.2339 (0.2456) mask_dice 0.8631 (0.8478) mem 21941MB +[2025-12-25 02:20:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1310/1573] eta 0:04:19 lr 0.000046 time 0.4257 (0.9885) loss 1400.9545 (1314.7117) grad_norm 602.5623 (266.8564) embed_mse 1399.8651 (1313.6182) mask_bce 0.2413 (0.2456) mask_dice 0.8480 (0.8479) mem 21941MB +[2025-12-25 02:20:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1320/1573] eta 0:04:09 lr 0.000046 time 0.4187 (0.9878) loss 1318.9331 (1314.7028) grad_norm 362.0391 (266.8740) embed_mse 1317.8435 (1313.6094) mask_bce 0.2326 (0.2455) mask_dice 0.8570 (0.8479) mem 21941MB +[2025-12-25 02:20:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1330/1573] eta 0:03:59 lr 0.000046 time 0.4251 (0.9854) loss 1275.9127 (1314.7670) grad_norm 280.3325 (266.9551) embed_mse 1274.8577 (1313.6736) mask_bce 0.1960 (0.2455) mask_dice 0.8591 (0.8479) mem 21941MB +[2025-12-25 02:20:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1340/1573] eta 0:03:48 lr 0.000046 time 0.4206 (0.9826) loss 1371.2532 (1314.7804) grad_norm 301.6004 (267.1626) embed_mse 1370.1614 (1313.6871) mask_bce 0.2436 (0.2456) mask_dice 0.8481 (0.8478) mem 21941MB +[2025-12-25 02:21:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1350/1573] eta 0:03:38 lr 0.000046 time 0.4268 (0.9807) loss 1314.3207 (1314.7742) grad_norm 562.8367 (268.9225) embed_mse 1313.2325 (1313.6808) mask_bce 0.2482 (0.2456) mask_dice 0.8399 (0.8478) mem 21941MB +[2025-12-25 02:21:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1360/1573] eta 0:03:28 lr 0.000045 time 1.5748 (0.9799) loss 1308.3618 (1314.7806) grad_norm 494.8002 (270.6845) embed_mse 1307.2970 (1313.6873) mask_bce 0.2437 (0.2455) mask_dice 0.8210 (0.8478) mem 21941MB +[2025-12-25 02:21:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1370/1573] eta 0:03:18 lr 0.000045 time 0.4171 (0.9795) loss 1342.6527 (1314.8397) grad_norm 350.7629 (271.1528) embed_mse 1341.5558 (1313.7463) mask_bce 0.2313 (0.2456) mask_dice 0.8656 (0.8478) mem 21941MB +[2025-12-25 02:21:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1380/1573] eta 0:03:08 lr 0.000045 time 0.4191 (0.9755) loss 1298.8721 (1314.9462) grad_norm 220.5938 (270.8589) embed_mse 1297.7849 (1313.8528) mask_bce 0.2295 (0.2456) mask_dice 0.8577 (0.8478) mem 21941MB +[2025-12-25 02:21:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1390/1573] eta 0:02:59 lr 0.000045 time 0.4136 (0.9791) loss 1364.3104 (1314.9498) grad_norm 236.2114 (270.6586) embed_mse 1363.2441 (1313.8564) mask_bce 0.1994 (0.2456) mask_dice 0.8669 (0.8478) mem 21941MB +[2025-12-25 02:21:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1400/1573] eta 0:02:49 lr 0.000045 time 0.4164 (0.9798) loss 1283.0452 (1314.9303) grad_norm 323.7717 (271.4409) embed_mse 1281.9465 (1313.8370) mask_bce 0.2351 (0.2455) mask_dice 0.8635 (0.8479) mem 21941MB +[2025-12-25 02:21:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1410/1573] eta 0:02:39 lr 0.000045 time 0.4202 (0.9759) loss 1291.1698 (1314.9871) grad_norm 379.6055 (272.0555) embed_mse 1290.0830 (1313.8936) mask_bce 0.2352 (0.2455) mask_dice 0.8516 (0.8479) mem 21941MB +[2025-12-25 02:22:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1420/1573] eta 0:02:28 lr 0.000045 time 0.4195 (0.9729) loss 1392.3745 (1314.9569) grad_norm 258.3163 (271.9778) embed_mse 1391.2881 (1313.8636) mask_bce 0.2685 (0.2455) mask_dice 0.8179 (0.8479) mem 21941MB +[2025-12-25 02:22:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1430/1573] eta 0:02:18 lr 0.000045 time 0.4411 (0.9718) loss 1321.2152 (1314.8741) grad_norm 264.9362 (271.9383) embed_mse 1320.1083 (1313.7808) mask_bce 0.2606 (0.2454) mask_dice 0.8463 (0.8479) mem 21941MB +[2025-12-25 02:22:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1440/1573] eta 0:02:09 lr 0.000045 time 4.8463 (0.9720) loss 1235.7706 (1314.7750) grad_norm 355.8653 (271.9922) embed_mse 1234.6437 (1313.6817) mask_bce 0.2794 (0.2453) mask_dice 0.8475 (0.8479) mem 21941MB +[2025-12-25 02:22:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1450/1573] eta 0:01:59 lr 0.000045 time 0.4163 (0.9717) loss 1358.4926 (1314.7815) grad_norm 330.0307 (272.3128) embed_mse 1357.3997 (1313.6882) mask_bce 0.2498 (0.2454) mask_dice 0.8430 (0.8479) mem 21941MB +[2025-12-25 02:22:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1460/1573] eta 0:01:49 lr 0.000045 time 0.4176 (0.9697) loss 1363.5131 (1314.7279) grad_norm 215.3645 (271.9999) embed_mse 1362.4161 (1313.6346) mask_bce 0.2578 (0.2454) mask_dice 0.8391 (0.8479) mem 21941MB +[2025-12-25 02:22:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1470/1573] eta 0:01:40 lr 0.000045 time 3.3241 (0.9721) loss 1345.3026 (1314.7940) grad_norm 199.6076 (271.6043) embed_mse 1344.1970 (1313.7007) mask_bce 0.2439 (0.2454) mask_dice 0.8616 (0.8479) mem 21941MB +[2025-12-25 02:23:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1480/1573] eta 0:01:30 lr 0.000045 time 0.4191 (0.9774) loss 1329.8199 (1314.8425) grad_norm 309.3659 (271.6867) embed_mse 1328.7115 (1313.7493) mask_bce 0.2391 (0.2453) mask_dice 0.8694 (0.8479) mem 21941MB +[2025-12-25 02:23:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1490/1573] eta 0:01:20 lr 0.000045 time 0.4335 (0.9753) loss 1326.9241 (1314.7694) grad_norm 306.3103 (271.8728) embed_mse 1325.8472 (1313.6761) mask_bce 0.2411 (0.2453) mask_dice 0.8359 (0.8479) mem 21941MB +[2025-12-25 02:23:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1500/1573] eta 0:01:10 lr 0.000045 time 0.4239 (0.9717) loss 1348.3201 (1314.8211) grad_norm 187.6002 (271.4222) embed_mse 1347.1884 (1313.7278) mask_bce 0.2966 (0.2454) mask_dice 0.8351 (0.8479) mem 21941MB +[2025-12-25 02:23:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1510/1573] eta 0:01:01 lr 0.000045 time 0.4276 (0.9736) loss 1271.4380 (1314.8295) grad_norm 173.4850 (270.9012) embed_mse 1270.3096 (1313.7362) mask_bce 0.2936 (0.2454) mask_dice 0.8348 (0.8480) mem 21941MB +[2025-12-25 02:23:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1520/1573] eta 0:00:51 lr 0.000045 time 0.4219 (0.9700) loss 1285.1332 (1314.7495) grad_norm 213.0323 (271.0720) embed_mse 1284.0547 (1313.6562) mask_bce 0.2154 (0.2453) mask_dice 0.8631 (0.8479) mem 21941MB +[2025-12-25 02:23:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1530/1573] eta 0:00:41 lr 0.000045 time 6.7316 (0.9725) loss 1364.5111 (1314.8475) grad_norm 276.1825 (271.0988) embed_mse 1363.3621 (1313.7542) mask_bce 0.2940 (0.2453) mask_dice 0.8551 (0.8479) mem 21941MB +[2025-12-25 02:23:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1540/1573] eta 0:00:31 lr 0.000045 time 0.4173 (0.9693) loss 1344.8300 (1314.9376) grad_norm 176.2031 (270.6045) embed_mse 1343.6541 (1313.8444) mask_bce 0.3261 (0.2453) mask_dice 0.8497 (0.8479) mem 21941MB +[2025-12-25 02:24:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1550/1573] eta 0:00:22 lr 0.000045 time 0.4193 (0.9720) loss 1278.3162 (1314.9234) grad_norm 226.6536 (270.3767) embed_mse 1277.2318 (1313.8302) mask_bce 0.2328 (0.2453) mask_dice 0.8516 (0.8479) mem 21941MB +[2025-12-25 02:24:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1560/1573] eta 0:00:12 lr 0.000045 time 0.4172 (0.9695) loss 1338.7781 (1314.9818) grad_norm 226.6044 (269.5992) embed_mse 1337.7017 (1313.8885) mask_bce 0.2306 (0.2454) mask_dice 0.8458 (0.8479) mem 21941MB +[2025-12-25 02:24:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1570/1573] eta 0:00:02 lr 0.000045 time 1.0089 (0.9672) loss 1323.8687 (1315.0498) grad_norm 193.4037 (269.2104) embed_mse 1322.7944 (1313.9565) mask_bce 0.2197 (0.2454) mask_dice 0.8545 (0.8479) mem 21941MB +[2025-12-25 02:24:21 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 5 training takes 0:25:21 +[2025-12-25 02:24:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][0/1573] eta 1:31:56 lr 0.000045 time 3.5070 (3.5070) loss 1311.3578 (1311.3578) grad_norm 0.0000 (0.0000) embed_mse 1310.2581 (1310.2581) mask_bce 0.2693 (0.2693) mask_dice 0.8305 (0.8305) mem 21941MB +[2025-12-25 02:24:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][10/1573] eta 0:51:32 lr 0.000045 time 0.4252 (1.9784) loss 1306.6381 (1298.9857) grad_norm 346.0064 (346.0064) embed_mse 1305.5276 (1297.8927) mask_bce 0.2442 (0.2492) mask_dice 0.8663 (0.8437) mem 21941MB +[2025-12-25 02:24:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][20/1573] eta 0:35:33 lr 0.000045 time 0.4236 (1.3736) loss 1298.6068 (1309.3792) grad_norm 307.3407 (326.6736) embed_mse 1297.5317 (1308.2907) mask_bce 0.2257 (0.2420) mask_dice 0.8494 (0.8465) mem 21941MB +[2025-12-25 02:24:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][30/1573] eta 0:27:54 lr 0.000045 time 0.4205 (1.0854) loss 1296.8749 (1310.3959) grad_norm 192.7708 (282.0393) embed_mse 1295.7244 (1309.3066) mask_bce 0.2837 (0.2399) mask_dice 0.8668 (0.8494) mem 21941MB +[2025-12-25 02:25:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][40/1573] eta 0:27:29 lr 0.000045 time 0.4395 (1.0758) loss 1345.0262 (1311.1804) grad_norm 161.3040 (239.1656) embed_mse 1343.9443 (1310.0928) mask_bce 0.2159 (0.2372) mask_dice 0.8660 (0.8504) mem 21941MB +[2025-12-25 02:25:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][50/1573] eta 0:24:51 lr 0.000045 time 1.9352 (0.9790) loss 1367.8334 (1312.7114) grad_norm 336.1472 (255.3291) embed_mse 1366.7167 (1311.6226) mask_bce 0.3020 (0.2398) mask_dice 0.8147 (0.8491) mem 21941MB +[2025-12-25 02:25:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][60/1573] eta 0:22:54 lr 0.000045 time 0.4518 (0.9084) loss 1360.4003 (1311.9241) grad_norm 193.8794 (246.5506) embed_mse 1359.3077 (1310.8352) mask_bce 0.2586 (0.2412) mask_dice 0.8340 (0.8477) mem 21941MB +[2025-12-25 02:25:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][70/1573] eta 0:22:21 lr 0.000045 time 2.4911 (0.8925) loss 1282.8809 (1310.9778) grad_norm 212.4155 (242.2837) embed_mse 1281.7908 (1309.8896) mask_bce 0.2459 (0.2411) mask_dice 0.8442 (0.8471) mem 21941MB +[2025-12-25 02:25:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][80/1573] eta 0:23:51 lr 0.000045 time 0.4147 (0.9588) loss 1331.9060 (1312.1733) grad_norm 195.1784 (238.8259) embed_mse 1330.8103 (1311.0862) mask_bce 0.2650 (0.2397) mask_dice 0.8306 (0.8474) mem 21941MB +[2025-12-25 02:25:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][90/1573] eta 0:22:21 lr 0.000045 time 0.4206 (0.9047) loss 1246.8937 (1311.5280) grad_norm 265.6809 (241.2673) embed_mse 1245.8301 (1310.4385) mask_bce 0.2270 (0.2426) mask_dice 0.8366 (0.8469) mem 21941MB +[2025-12-25 02:25:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][100/1573] eta 0:22:44 lr 0.000045 time 0.4155 (0.9266) loss 1301.5776 (1312.3400) grad_norm 372.3251 (252.1888) embed_mse 1300.3844 (1311.2487) mask_bce 0.3368 (0.2447) mask_dice 0.8564 (0.8465) mem 21941MB +[2025-12-25 02:26:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][110/1573] eta 0:22:48 lr 0.000045 time 0.8106 (0.9357) loss 1362.9166 (1313.0381) grad_norm 296.5084 (255.5980) embed_mse 1361.8258 (1311.9465) mask_bce 0.2150 (0.2450) mask_dice 0.8757 (0.8466) mem 21941MB +[2025-12-25 02:26:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][120/1573] eta 0:22:16 lr 0.000045 time 0.4212 (0.9200) loss 1302.9600 (1315.3734) grad_norm 154.5483 (252.2995) embed_mse 1301.8909 (1314.2823) mask_bce 0.2157 (0.2441) mask_dice 0.8534 (0.8469) mem 21941MB +[2025-12-25 02:26:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][130/1573] eta 0:22:07 lr 0.000045 time 0.4198 (0.9199) loss 1328.1415 (1314.6970) grad_norm 258.8655 (252.7099) embed_mse 1327.0712 (1313.6060) mask_bce 0.2325 (0.2442) mask_dice 0.8378 (0.8468) mem 21941MB +[2025-12-25 02:26:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][140/1573] eta 0:21:46 lr 0.000045 time 0.4201 (0.9114) loss 1271.9060 (1313.1910) grad_norm 234.8815 (251.6612) embed_mse 1270.8021 (1312.1004) mask_bce 0.2846 (0.2445) mask_dice 0.8193 (0.8460) mem 21941MB +[2025-12-25 02:26:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][150/1573] eta 0:21:06 lr 0.000045 time 0.4222 (0.8900) loss 1334.2889 (1312.8048) grad_norm 197.1527 (248.6329) embed_mse 1333.1877 (1311.7144) mask_bce 0.2456 (0.2439) mask_dice 0.8556 (0.8464) mem 21941MB +[2025-12-25 02:26:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][160/1573] eta 0:20:28 lr 0.000045 time 1.8344 (0.8697) loss 1279.1542 (1313.3302) grad_norm 214.9524 (252.4282) embed_mse 1278.0851 (1312.2394) mask_bce 0.1920 (0.2441) mask_dice 0.8770 (0.8467) mem 21941MB +[2025-12-25 02:26:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][170/1573] eta 0:20:01 lr 0.000045 time 0.4943 (0.8563) loss 1259.3704 (1313.2355) grad_norm 210.5233 (250.4328) embed_mse 1258.2847 (1312.1450) mask_bce 0.2332 (0.2437) mask_dice 0.8526 (0.8468) mem 21941MB +[2025-12-25 02:26:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][180/1573] eta 0:20:01 lr 0.000045 time 0.4214 (0.8627) loss 1338.8745 (1313.0680) grad_norm 325.7839 (253.8578) embed_mse 1337.7770 (1311.9781) mask_bce 0.2687 (0.2428) mask_dice 0.8287 (0.8471) mem 21941MB +[2025-12-25 02:27:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][190/1573] eta 0:20:18 lr 0.000045 time 0.4203 (0.8813) loss 1334.5211 (1313.9074) grad_norm 444.7973 (262.1595) embed_mse 1333.4563 (1312.8170) mask_bce 0.2299 (0.2433) mask_dice 0.8348 (0.8470) mem 21941MB +[2025-12-25 02:27:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][200/1573] eta 0:20:28 lr 0.000045 time 0.4208 (0.8946) loss 1332.8704 (1314.3528) grad_norm 242.7629 (263.4934) embed_mse 1331.7808 (1313.2620) mask_bce 0.2530 (0.2438) mask_dice 0.8365 (0.8470) mem 21941MB +[2025-12-25 02:27:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][210/1573] eta 0:19:53 lr 0.000045 time 0.4201 (0.8760) loss 1296.1024 (1315.0661) grad_norm 235.3063 (262.4093) embed_mse 1295.0125 (1313.9756) mask_bce 0.2555 (0.2433) mask_dice 0.8345 (0.8472) mem 21941MB +[2025-12-25 02:27:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][220/1573] eta 0:19:33 lr 0.000045 time 0.4197 (0.8673) loss 1348.1102 (1314.9250) grad_norm 284.6818 (263.2342) embed_mse 1347.0417 (1313.8349) mask_bce 0.2243 (0.2427) mask_dice 0.8442 (0.8474) mem 21941MB +[2025-12-25 02:27:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][230/1573] eta 0:19:13 lr 0.000045 time 0.4234 (0.8592) loss 1368.3306 (1314.7899) grad_norm 202.3040 (261.0581) embed_mse 1367.1403 (1313.6993) mask_bce 0.3517 (0.2432) mask_dice 0.8387 (0.8474) mem 21941MB +[2025-12-25 02:27:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][240/1573] eta 0:19:12 lr 0.000045 time 0.4237 (0.8645) loss 1350.4520 (1315.8587) grad_norm 255.7266 (266.6880) embed_mse 1349.3536 (1314.7677) mask_bce 0.2511 (0.2438) mask_dice 0.8473 (0.8472) mem 21941MB +[2025-12-25 02:27:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][250/1573] eta 0:18:40 lr 0.000045 time 0.4244 (0.8469) loss 1266.9871 (1316.2375) grad_norm 365.3145 (269.8695) embed_mse 1265.8622 (1315.1463) mask_bce 0.3190 (0.2444) mask_dice 0.8058 (0.8468) mem 21941MB +[2025-12-25 02:28:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][260/1573] eta 0:19:04 lr 0.000045 time 6.9429 (0.8717) loss 1318.6523 (1316.1521) grad_norm 308.7618 (271.0849) embed_mse 1317.5688 (1315.0608) mask_bce 0.2439 (0.2448) mask_dice 0.8396 (0.8465) mem 21941MB +[2025-12-25 02:28:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][270/1573] eta 0:18:34 lr 0.000045 time 0.4359 (0.8555) loss 1320.1481 (1315.8393) grad_norm 233.4999 (269.9460) embed_mse 1319.0474 (1314.7479) mask_bce 0.2702 (0.2451) mask_dice 0.8305 (0.8463) mem 21941MB +[2025-12-25 02:28:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][280/1573] eta 0:18:09 lr 0.000045 time 1.1236 (0.8427) loss 1345.7601 (1315.9078) grad_norm 295.4008 (269.0368) embed_mse 1344.6681 (1314.8160) mask_bce 0.2590 (0.2461) mask_dice 0.8331 (0.8457) mem 21941MB +[2025-12-25 02:28:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][290/1573] eta 0:18:11 lr 0.000045 time 2.3789 (0.8507) loss 1258.8844 (1315.1576) grad_norm 384.0442 (272.2315) embed_mse 1257.8243 (1314.0662) mask_bce 0.1897 (0.2456) mask_dice 0.8704 (0.8458) mem 21941MB +[2025-12-25 02:28:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][300/1573] eta 0:17:50 lr 0.000045 time 0.4279 (0.8407) loss 1327.9742 (1315.2646) grad_norm 485.0496 (277.9833) embed_mse 1326.8765 (1314.1731) mask_bce 0.2187 (0.2457) mask_dice 0.8790 (0.8457) mem 21941MB +[2025-12-25 02:28:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][310/1573] eta 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grad_norm 208.5322 (271.2222) embed_mse 1358.7852 (1314.1897) mask_bce 0.2639 (0.2476) mask_dice 0.8535 (0.8458) mem 21941MB +[2025-12-25 02:29:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][350/1573] eta 0:17:05 lr 0.000045 time 0.4293 (0.8386) loss 1410.8219 (1315.1165) grad_norm 202.2175 (269.6175) embed_mse 1409.6965 (1314.0234) mask_bce 0.2871 (0.2473) mask_dice 0.8383 (0.8458) mem 21941MB +[2025-12-25 02:29:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][360/1573] eta 0:16:48 lr 0.000045 time 0.4188 (0.8311) loss 1331.2247 (1315.1160) grad_norm 183.1188 (265.7313) embed_mse 1330.1396 (1314.0227) mask_bce 0.2204 (0.2474) mask_dice 0.8646 (0.8459) mem 21941MB +[2025-12-25 02:29:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][370/1573] eta 0:16:27 lr 0.000045 time 0.4300 (0.8213) loss 1272.1730 (1314.4023) grad_norm 207.2959 (264.4610) embed_mse 1271.0636 (1313.3088) mask_bce 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02:29:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][410/1573] eta 0:15:42 lr 0.000045 time 0.4385 (0.8100) loss 1300.0342 (1314.0480) grad_norm 185.2067 (255.4371) embed_mse 1298.9791 (1312.9549) mask_bce 0.1966 (0.2477) mask_dice 0.8584 (0.8453) mem 21941MB +[2025-12-25 02:30:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][420/1573] eta 0:15:30 lr 0.000045 time 0.5195 (0.8075) loss 1297.0189 (1314.0956) grad_norm 259.5062 (255.5153) embed_mse 1295.9033 (1313.0023) mask_bce 0.3083 (0.2481) mask_dice 0.8073 (0.8451) mem 21941MB +[2025-12-25 02:30:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][430/1573] eta 0:15:18 lr 0.000045 time 0.4496 (0.8036) loss 1341.4897 (1314.2969) grad_norm 262.7911 (255.6526) embed_mse 1340.4072 (1313.2039) mask_bce 0.2339 (0.2479) mask_dice 0.8486 (0.8450) mem 21941MB +[2025-12-25 02:30:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][440/1573] eta 0:15:12 lr 0.000045 time 0.4410 (0.8056) loss 1400.4315 (1314.4626) grad_norm 167.9829 (253.1429) embed_mse 1399.3414 (1313.3698) mask_bce 0.2268 (0.2478) mask_dice 0.8632 (0.8450) mem 21941MB +[2025-12-25 02:30:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][450/1573] eta 0:14:57 lr 0.000045 time 0.8671 (0.7996) loss 1322.2050 (1314.4895) grad_norm 213.1680 (252.4290) embed_mse 1321.1370 (1313.3963) mask_bce 0.2001 (0.2482) mask_dice 0.8679 (0.8449) mem 21941MB +[2025-12-25 02:30:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][460/1573] eta 0:14:49 lr 0.000045 time 0.4312 (0.7996) loss 1353.5887 (1314.3635) grad_norm 197.3982 (251.4636) embed_mse 1352.5411 (1313.2707) mask_bce 0.1545 (0.2476) mask_dice 0.8932 (0.8451) mem 21941MB +[2025-12-25 02:30:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][470/1573] eta 0:14:33 lr 0.000045 time 0.4282 (0.7917) loss 1411.6125 (1314.6096) grad_norm 295.5985 (252.2245) embed_mse 1410.5195 (1313.5170) mask_bce 0.2444 (0.2476) mask_dice 0.8486 (0.8450) mem 21941MB +[2025-12-25 02:30:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][480/1573] eta 0:14:19 lr 0.000045 time 0.4206 (0.7859) loss 1321.4025 (1314.4127) grad_norm 185.2168 (250.2750) embed_mse 1320.3297 (1313.3201) mask_bce 0.2073 (0.2475) mask_dice 0.8655 (0.8451) mem 21941MB +[2025-12-25 02:30:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][490/1573] eta 0:14:13 lr 0.000045 time 0.4248 (0.7877) loss 1367.5375 (1314.9813) grad_norm 277.0909 (250.7145) embed_mse 1366.4020 (1313.8885) mask_bce 0.3022 (0.2477) mask_dice 0.8332 (0.8451) mem 21941MB +[2025-12-25 02:30:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][500/1573] eta 0:13:58 lr 0.000045 time 0.4155 (0.7815) loss 1323.8258 (1315.2605) grad_norm 177.2788 (249.5301) embed_mse 1322.7423 (1314.1676) mask_bce 0.2360 (0.2476) mask_dice 0.8476 (0.8452) mem 21941MB +[2025-12-25 02:30:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][510/1573] eta 0:13:47 lr 0.000045 time 0.4391 (0.7786) loss 1372.9594 (1315.2462) grad_norm 223.3040 (249.1138) embed_mse 1371.8678 (1314.1532) mask_bce 0.2323 (0.2477) mask_dice 0.8592 (0.8453) mem 21941MB +[2025-12-25 02:31:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][520/1573] eta 0:13:40 lr 0.000045 time 0.4349 (0.7790) loss 1271.8734 (1315.1331) grad_norm 168.8203 (248.0064) embed_mse 1270.8041 (1314.0401) mask_bce 0.2039 (0.2477) mask_dice 0.8653 (0.8454) mem 21941MB +[2025-12-25 02:31:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][530/1573] eta 0:13:30 lr 0.000045 time 0.4224 (0.7772) loss 1323.8868 (1314.7549) grad_norm 281.0660 (248.5073) embed_mse 1322.7969 (1313.6619) mask_bce 0.2265 (0.2476) mask_dice 0.8633 (0.8454) mem 21941MB +[2025-12-25 02:31:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][540/1573] eta 0:13:27 lr 0.000045 time 0.8109 (0.7821) loss 1321.4084 (1314.5761) grad_norm 298.1240 (249.2478) embed_mse 1320.3082 (1313.4831) mask_bce 0.2516 (0.2474) mask_dice 0.8487 (0.8455) mem 21941MB +[2025-12-25 02:31:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][550/1573] eta 0:13:20 lr 0.000045 time 0.4209 (0.7824) loss 1242.3809 (1314.6408) grad_norm 191.9972 (248.4059) embed_mse 1241.2898 (1313.5480) mask_bce 0.2588 (0.2472) mask_dice 0.8323 (0.8457) mem 21941MB +[2025-12-25 02:31:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][560/1573] eta 0:13:06 lr 0.000045 time 0.4189 (0.7759) loss 1295.0474 (1314.5278) grad_norm 401.2614 (249.7409) embed_mse 1293.9691 (1313.4346) mask_bce 0.2220 (0.2475) mask_dice 0.8562 (0.8457) mem 21941MB +[2025-12-25 02:31:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][570/1573] eta 0:12:53 lr 0.000045 time 0.4225 (0.7707) loss 1339.1321 (1314.3539) grad_norm 177.0967 (248.7177) embed_mse 1338.0634 (1313.2608) mask_bce 0.2052 (0.2473) mask_dice 0.8635 (0.8458) mem 21941MB +[2025-12-25 02:31:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][580/1573] eta 0:12:41 lr 0.000045 time 0.4463 (0.7672) loss 1307.5060 (1314.4952) grad_norm 235.9466 (248.5404) embed_mse 1306.3759 (1313.4023) mask_bce 0.2466 (0.2472) mask_dice 0.8835 (0.8457) mem 21941MB +[2025-12-25 02:31:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][590/1573] eta 0:12:31 lr 0.000045 time 1.9582 (0.7640) loss 1321.1777 (1314.6009) grad_norm 185.0034 (247.6700) embed_mse 1320.1090 (1313.5079) mask_bce 0.2184 (0.2475) mask_dice 0.8503 (0.8455) mem 21941MB +[2025-12-25 02:32:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][600/1573] eta 0:12:24 lr 0.000045 time 0.4210 (0.7652) loss 1253.4771 (1314.3486) grad_norm 167.3249 (248.0456) embed_mse 1252.3779 (1313.2557) mask_bce 0.2584 (0.2473) mask_dice 0.8407 (0.8455) mem 21941MB +[2025-12-25 02:32:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][610/1573] eta 0:12:24 lr 0.000045 time 8.1075 (0.7732) loss 1307.3420 (1314.1600) grad_norm 247.6740 (248.0407) embed_mse 1306.2458 (1313.0672) mask_bce 0.2389 (0.2473) mask_dice 0.8573 (0.8455) mem 21941MB +[2025-12-25 02:32:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][620/1573] eta 0:12:11 lr 0.000045 time 0.4468 (0.7681) loss 1361.3057 (1313.8054) grad_norm 261.6885 (248.2180) embed_mse 1360.2345 (1312.7127) mask_bce 0.2192 (0.2473) mask_dice 0.8519 (0.8454) mem 21941MB +[2025-12-25 02:32:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][630/1573] eta 0:12:00 lr 0.000045 time 0.4317 (0.7638) loss 1348.9934 (1313.9930) grad_norm 254.2478 (248.2953) embed_mse 1347.6472 (1312.8998) mask_bce 0.4850 (0.2477) mask_dice 0.8612 (0.8455) mem 21941MB +[2025-12-25 02:32:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][640/1573] eta 0:11:52 lr 0.000045 time 0.4394 (0.7634) loss 1328.3907 (1313.6535) grad_norm 221.6776 (248.9747) embed_mse 1327.3176 (1312.5605) mask_bce 0.2235 (0.2476) mask_dice 0.8496 (0.8455) mem 21941MB +[2025-12-25 02:32:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][650/1573] eta 0:11:47 lr 0.000045 time 2.6047 (0.7668) loss 1309.0232 (1313.4575) grad_norm 189.5567 (248.2411) embed_mse 1307.9226 (1312.3644) mask_bce 0.2603 (0.2477) mask_dice 0.8402 (0.8454) mem 21941MB +[2025-12-25 02:32:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][660/1573] eta 0:11:36 lr 0.000045 time 0.4177 (0.7634) loss 1319.7208 (1313.7475) grad_norm 212.9062 (247.8102) embed_mse 1318.5991 (1312.6545) mask_bce 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INFO Train: [6/30][730/1573] eta 0:10:26 lr 0.000045 time 0.4428 (0.7432) loss 1338.9430 (1314.6671) grad_norm 318.6542 (247.1896) embed_mse 1337.8370 (1313.5743) mask_bce 0.2741 (0.2477) mask_dice 0.8319 (0.8451) mem 21941MB +[2025-12-25 02:33:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][740/1573] eta 0:10:17 lr 0.000045 time 0.4214 (0.7411) loss 1330.8757 (1314.8514) grad_norm 234.0129 (247.0464) embed_mse 1329.7885 (1313.7586) mask_bce 0.2435 (0.2476) mask_dice 0.8438 (0.8451) mem 21941MB +[2025-12-25 02:33:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][750/1573] eta 0:10:08 lr 0.000045 time 2.2571 (0.7393) loss 1316.8497 (1315.0845) grad_norm 246.0055 (247.0352) embed_mse 1315.7454 (1313.9918) mask_bce 0.2566 (0.2476) mask_dice 0.8478 (0.8452) mem 21941MB +[2025-12-25 02:33:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][760/1573] eta 0:09:59 lr 0.000045 time 0.4347 (0.7380) loss 1268.6953 (1315.1370) grad_norm 357.8088 (247.9623) embed_mse 1267.6215 (1314.0443) mask_bce 0.2191 (0.2475) mask_dice 0.8547 (0.8452) mem 21941MB +[2025-12-25 02:33:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][770/1573] eta 0:09:53 lr 0.000045 time 0.4215 (0.7391) loss 1321.3206 (1315.3056) grad_norm 222.3021 (247.6950) embed_mse 1320.2391 (1314.2131) mask_bce 0.2236 (0.2474) mask_dice 0.8578 (0.8452) mem 21941MB +[2025-12-25 02:33:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][780/1573] eta 0:09:42 lr 0.000045 time 0.4161 (0.7351) loss 1325.2874 (1315.5545) grad_norm 327.2461 (248.5151) embed_mse 1324.2119 (1314.4622) mask_bce 0.2217 (0.2472) mask_dice 0.8538 (0.8451) mem 21941MB +[2025-12-25 02:33:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][790/1573] eta 0:09:32 lr 0.000045 time 0.4171 (0.7314) loss 1327.4467 (1315.4553) grad_norm 194.8987 (247.9680) embed_mse 1326.3702 (1314.3630) mask_bce 0.2434 (0.2472) mask_dice 0.8331 (0.8451) mem 21941MB +[2025-12-25 02:34:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][800/1573] eta 0:09:24 lr 0.000044 time 0.4226 (0.7309) loss 1410.0430 (1315.6232) grad_norm 230.5206 (247.4125) embed_mse 1408.9553 (1314.5308) mask_bce 0.2319 (0.2471) mask_dice 0.8557 (0.8452) mem 21941MB +[2025-12-25 02:34:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][810/1573] eta 0:09:16 lr 0.000044 time 1.5164 (0.7292) loss 1360.5443 (1315.5980) grad_norm 178.7858 (246.7330) embed_mse 1359.4401 (1314.5056) mask_bce 0.2733 (0.2472) mask_dice 0.8309 (0.8452) mem 21941MB +[2025-12-25 02:34:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][820/1573] eta 0:09:08 lr 0.000044 time 2.5054 (0.7288) loss 1288.4290 (1315.8094) grad_norm 227.8276 (246.5477) embed_mse 1287.3650 (1314.7171) mask_bce 0.2150 (0.2472) mask_dice 0.8489 (0.8452) mem 21941MB +[2025-12-25 02:34:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][830/1573] eta 0:09:00 lr 0.000044 time 0.4219 (0.7281) loss 1320.5106 (1315.6558) grad_norm 287.5699 (246.9460) embed_mse 1319.4312 (1314.5636) mask_bce 0.2503 (0.2471) mask_dice 0.8291 (0.8451) mem 21941MB +[2025-12-25 02:34:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][840/1573] eta 0:08:55 lr 0.000044 time 0.4217 (0.7299) loss 1343.8186 (1315.7611) grad_norm 183.2572 (245.9275) embed_mse 1342.6868 (1314.6689) mask_bce 0.2924 (0.2471) mask_dice 0.8395 (0.8451) mem 21941MB +[2025-12-25 02:34:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][850/1573] eta 0:08:45 lr 0.000044 time 0.4231 (0.7263) loss 1274.0775 (1315.5093) grad_norm 226.4067 (245.7433) embed_mse 1273.0234 (1314.4172) mask_bce 0.1846 (0.2471) mask_dice 0.8695 (0.8450) mem 21941MB +[2025-12-25 02:34:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][860/1573] eta 0:08:40 lr 0.000044 time 2.8019 (0.7299) loss 1320.0519 (1315.4453) grad_norm 310.5315 (246.3488) embed_mse 1318.9264 (1314.3531) mask_bce 0.2790 (0.2471) mask_dice 0.8465 (0.8451) mem 21941MB +[2025-12-25 02:34:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][870/1573] eta 0:08:32 lr 0.000044 time 1.4581 (0.7286) loss 1273.7596 (1315.6560) grad_norm 191.2437 (245.8386) embed_mse 1272.6462 (1314.5637) mask_bce 0.3066 (0.2473) mask_dice 0.8068 (0.8450) mem 21941MB +[2025-12-25 02:35:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][880/1573] eta 0:08:26 lr 0.000044 time 4.4670 (0.7303) loss 1375.6246 (1315.7633) grad_norm 271.3879 (246.0264) embed_mse 1374.5437 (1314.6709) mask_bce 0.2295 (0.2474) mask_dice 0.8514 (0.8450) mem 21941MB +[2025-12-25 02:35:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][890/1573] eta 0:08:17 lr 0.000044 time 0.4230 (0.7285) loss 1296.6937 (1315.8104) grad_norm 390.5311 (247.3282) embed_mse 1295.6243 (1314.7179) mask_bce 0.2212 (0.2475) mask_dice 0.8483 (0.8450) mem 21941MB +[2025-12-25 02:35:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][900/1573] eta 0:08:08 lr 0.000044 time 0.4162 (0.7261) loss 1357.8475 (1315.8152) grad_norm 370.2844 (248.4261) embed_mse 1356.7360 (1314.7227) mask_bce 0.2770 (0.2475) mask_dice 0.8346 (0.8450) mem 21941MB +[2025-12-25 02:35:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][910/1573] eta 0:08:00 lr 0.000044 time 0.4277 (0.7254) loss 1406.7604 (1315.7922) grad_norm 226.2315 (248.2297) embed_mse 1405.6415 (1314.6997) mask_bce 0.2919 (0.2476) mask_dice 0.8270 (0.8449) mem 21941MB +[2025-12-25 02:35:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][920/1573] eta 0:07:51 lr 0.000044 time 0.4401 (0.7224) loss 1319.3585 (1315.8167) 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02:36:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][990/1573] eta 0:06:58 lr 0.000044 time 0.4232 (0.7174) loss 1316.7739 (1315.7473) grad_norm 240.7245 (246.0681) embed_mse 1315.6888 (1314.6546) mask_bce 0.2137 (0.2477) mask_dice 0.8715 (0.8450) mem 21941MB +[2025-12-25 02:36:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1000/1573] eta 0:06:49 lr 0.000044 time 0.4179 (0.7153) loss 1304.4360 (1315.7400) grad_norm 388.6382 (248.3500) embed_mse 1303.3013 (1314.6472) mask_bce 0.2701 (0.2478) mask_dice 0.8647 (0.8450) mem 21941MB +[2025-12-25 02:36:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1010/1573] eta 0:06:43 lr 0.000044 time 0.4180 (0.7165) loss 1256.3993 (1315.5275) grad_norm 232.6317 (248.2252) embed_mse 1255.2603 (1314.4348) mask_bce 0.2780 (0.2477) mask_dice 0.8611 (0.8450) mem 21941MB +[2025-12-25 02:36:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1020/1573] eta 0:06:36 lr 0.000044 time 0.4203 (0.7178) loss 1395.6277 (1315.4503) grad_norm 157.3382 (247.5096) embed_mse 1394.5267 (1314.3575) mask_bce 0.2729 (0.2478) mask_dice 0.8279 (0.8450) mem 21941MB +[2025-12-25 02:36:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1030/1573] eta 0:06:28 lr 0.000044 time 0.4177 (0.7154) loss 1322.9595 (1315.4879) grad_norm 209.4084 (247.2119) embed_mse 1321.8890 (1314.3951) mask_bce 0.2393 (0.2479) mask_dice 0.8311 (0.8450) mem 21941MB +[2025-12-25 02:36:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1040/1573] eta 0:06:20 lr 0.000044 time 0.4263 (0.7146) loss 1243.4987 (1315.3931) grad_norm 289.9111 (247.4152) embed_mse 1242.4191 (1314.3003) mask_bce 0.2179 (0.2479) mask_dice 0.8617 (0.8450) mem 21941MB +[2025-12-25 02:36:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1050/1573] eta 0:06:14 lr 0.000044 time 0.4313 (0.7157) loss 1248.9181 (1315.0720) grad_norm 160.6789 (246.7531) embed_mse 1247.8102 (1313.9791) mask_bce 0.2637 (0.2478) mask_dice 0.8442 (0.8450) mem 21941MB +[2025-12-25 02:37:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1060/1573] eta 0:06:06 lr 0.000044 time 0.4209 (0.7153) loss 1305.4077 (1315.0643) grad_norm 228.4348 (246.6143) embed_mse 1304.2101 (1313.9714) mask_bce 0.3626 (0.2478) mask_dice 0.8350 (0.8451) mem 21941MB +[2025-12-25 02:37:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1070/1573] eta 0:05:59 lr 0.000044 time 0.4190 (0.7148) loss 1316.4119 (1315.3225) grad_norm 259.1052 (246.7082) embed_mse 1315.3116 (1314.2296) mask_bce 0.2381 (0.2478) mask_dice 0.8620 (0.8451) mem 21941MB +[2025-12-25 02:37:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1080/1573] eta 0:05:53 lr 0.000044 time 0.4204 (0.7166) loss 1277.2400 (1315.2249) grad_norm 304.9092 (248.1522) embed_mse 1276.1006 (1314.1318) mask_bce 0.2812 (0.2479) mask_dice 0.8583 (0.8452) mem 21941MB +[2025-12-25 02:37:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1090/1573] eta 0:05:46 lr 0.000044 time 0.4196 (0.7175) loss 1286.9550 (1315.1710) grad_norm 231.2671 (248.0281) embed_mse 1285.8899 (1314.0780) mask_bce 0.2090 (0.2478) mask_dice 0.8561 (0.8452) mem 21941MB +[2025-12-25 02:37:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1100/1573] eta 0:05:39 lr 0.000044 time 0.4160 (0.7169) loss 1344.4402 (1315.1560) grad_norm 266.9683 (248.1663) embed_mse 1343.3492 (1314.0629) mask_bce 0.2439 (0.2479) mask_dice 0.8470 (0.8451) mem 21941MB +[2025-12-25 02:37:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1110/1573] eta 0:05:35 lr 0.000044 time 0.4242 (0.7236) loss 1273.0410 (1315.1679) grad_norm 229.5233 (248.0312) embed_mse 1271.9590 (1314.0747) mask_bce 0.2348 (0.2480) mask_dice 0.8471 (0.8452) mem 21941MB +[2025-12-25 02:37:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1120/1573] eta 0:05:28 lr 0.000044 time 0.4211 (0.7251) loss 1248.8617 (1314.9444) grad_norm 344.3532 (249.7799) embed_mse 1247.7719 (1313.8513) mask_bce 0.2341 (0.2480) mask_dice 0.8558 (0.8451) mem 21941MB +[2025-12-25 02:37:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1130/1573] eta 0:05:20 lr 0.000044 time 0.4213 (0.7230) loss 1343.3876 (1315.1157) grad_norm 197.0173 (249.4057) embed_mse 1342.1842 (1314.0224) mask_bce 0.3560 (0.2481) mask_dice 0.8472 (0.8451) mem 21941MB +[2025-12-25 02:38:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1140/1573] eta 0:05:14 lr 0.000044 time 0.4459 (0.7259) loss 1342.6013 (1314.9523) grad_norm 191.1146 (248.9952) embed_mse 1341.5220 (1313.8591) mask_bce 0.2436 (0.2482) mask_dice 0.8357 (0.8450) mem 21941MB +[2025-12-25 02:38:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1150/1573] eta 0:05:06 lr 0.000044 time 0.4200 (0.7247) loss 1238.5419 (1314.7457) grad_norm 237.0977 (248.9120) embed_mse 1237.4293 (1313.6525) mask_bce 0.2817 (0.2482) mask_dice 0.8308 (0.8450) mem 21941MB +[2025-12-25 02:38:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1160/1573] eta 0:04:59 lr 0.000044 time 0.4195 (0.7248) loss 1269.7548 (1314.7390) grad_norm 298.9818 (248.5330) embed_mse 1268.6912 (1313.6458) mask_bce 0.2032 (0.2482) mask_dice 0.8603 (0.8450) mem 21941MB +[2025-12-25 02:38:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1170/1573] eta 0:04:51 lr 0.000044 time 0.4391 (0.7233) loss 1366.6622 (1314.7834) grad_norm 165.1535 (247.9619) embed_mse 1365.5690 (1313.6899) mask_bce 0.2370 (0.2484) mask_dice 0.8564 (0.8451) mem 21941MB +[2025-12-25 02:38:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1180/1573] eta 0:04:43 lr 0.000044 time 0.4306 (0.7225) loss 1302.9810 (1314.8061) grad_norm 246.4646 (247.9517) embed_mse 1301.9227 (1313.7127) mask_bce 0.1880 (0.2482) mask_dice 0.8702 (0.8452) mem 21941MB +[2025-12-25 02:38:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1190/1573] eta 0:04:36 lr 0.000044 time 0.4199 (0.7222) loss 1300.6017 (1314.5957) grad_norm 364.1012 (248.7365) embed_mse 1299.5330 (1313.5024) mask_bce 0.2023 (0.2481) mask_dice 0.8664 (0.8452) mem 21941MB +[2025-12-25 02:38:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1200/1573] eta 0:04:30 lr 0.000044 time 0.4184 (0.7253) loss 1327.7388 (1314.6006) grad_norm 199.0690 (248.5076) embed_mse 1326.6738 (1313.5075) mask_bce 0.2280 (0.2480) mask_dice 0.8369 (0.8452) mem 21941MB +[2025-12-25 02:39:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1210/1573] eta 0:04:24 lr 0.000044 time 6.6120 (0.7280) loss 1306.9421 (1314.5113) grad_norm 287.6717 (248.7670) embed_mse 1305.8408 (1313.4183) mask_bce 0.2624 (0.2479) mask_dice 0.8389 (0.8451) mem 21941MB +[2025-12-25 02:39:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1220/1573] eta 0:04:16 lr 0.000044 time 0.4257 (0.7258) loss 1287.4556 (1314.4859) grad_norm 213.6113 (248.5357) embed_mse 1286.3904 (1313.3929) mask_bce 0.2250 (0.2479) mask_dice 0.8401 (0.8451) mem 21941MB +[2025-12-25 02:39:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1230/1573] eta 0:04:10 lr 0.000044 time 0.4463 (0.7295) loss 1367.0172 (1314.5355) grad_norm 324.0998 (249.0296) embed_mse 1365.9572 (1313.4424) mask_bce 0.2123 (0.2479) mask_dice 0.8478 (0.8451) mem 21941MB +[2025-12-25 02:39:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1240/1573] eta 0:04:02 lr 0.000044 time 0.4242 (0.7271) loss 1395.6029 (1314.6560) grad_norm 197.6698 (248.6288) embed_mse 1394.5043 (1313.5629) mask_bce 0.2492 (0.2479) mask_dice 0.8495 (0.8452) mem 21941MB +[2025-12-25 02:39:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1250/1573] eta 0:03:55 lr 0.000044 time 0.4456 (0.7288) loss 1297.3846 (1314.6859) grad_norm 194.5134 (248.2819) embed_mse 1296.3142 (1313.5928) mask_bce 0.2154 (0.2479) mask_dice 0.8551 (0.8452) mem 21941MB +[2025-12-25 02:39:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1260/1573] eta 0:03:47 lr 0.000044 time 0.4217 (0.7283) loss 1288.5432 (1314.5921) grad_norm 273.9096 (248.4451) embed_mse 1287.4919 (1313.4990) mask_bce 0.2095 (0.2480) mask_dice 0.8418 (0.8451) mem 21941MB +[2025-12-25 02:39:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1270/1573] eta 0:03:41 lr 0.000044 time 0.4239 (0.7312) loss 1233.2709 (1314.5376) grad_norm 294.2390 (248.7349) embed_mse 1232.1920 (1313.4446) mask_bce 0.2396 (0.2479) mask_dice 0.8393 (0.8451) mem 21941MB +[2025-12-25 02:39:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1280/1573] eta 0:03:34 lr 0.000044 time 0.4330 (0.7304) loss 1304.4421 (1314.5262) grad_norm 219.2659 (248.6112) embed_mse 1303.3514 (1313.4332) mask_bce 0.2506 (0.2479) mask_dice 0.8401 (0.8451) mem 21941MB +[2025-12-25 02:40:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1290/1573] eta 0:03:26 lr 0.000044 time 0.4281 (0.7280) loss 1309.3503 (1314.4060) grad_norm 264.7498 (248.7115) embed_mse 1308.2703 (1313.3130) mask_bce 0.2289 (0.2479) mask_dice 0.8511 (0.8450) mem 21941MB +[2025-12-25 02:40:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1300/1573] eta 0:03:18 lr 0.000044 time 2.8918 (0.7287) loss 1314.1533 (1314.2074) grad_norm 210.0135 (248.4726) embed_mse 1313.0642 (1313.1143) mask_bce 0.2545 (0.2481) mask_dice 0.8346 (0.8449) mem 21941MB +[2025-12-25 02:40:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1310/1573] eta 0:03:12 lr 0.000044 time 0.4215 (0.7315) loss 1249.8281 (1314.1685) grad_norm 211.8410 (248.2478) embed_mse 1248.7446 (1313.0754) mask_bce 0.2449 (0.2481) mask_dice 0.8386 (0.8450) mem 21941MB +[2025-12-25 02:40:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1320/1573] eta 0:03:04 lr 0.000044 time 0.4445 (0.7308) loss 1302.0038 (1314.0885) grad_norm 197.2817 (248.5401) embed_mse 1300.8986 (1312.9954) mask_bce 0.2534 (0.2482) mask_dice 0.8519 (0.8450) mem 21941MB +[2025-12-25 02:40:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1330/1573] eta 0:02:58 lr 0.000044 time 0.4233 (0.7333) loss 1344.0192 (1314.2011) grad_norm 208.0922 (248.2964) embed_mse 1342.9319 (1313.1081) mask_bce 0.2516 (0.2481) mask_dice 0.8357 (0.8450) mem 21941MB +[2025-12-25 02:40:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1340/1573] eta 0:02:50 lr 0.000044 time 0.4245 (0.7313) loss 1345.2081 (1314.1493) grad_norm 208.9826 (248.0610) embed_mse 1344.0413 (1313.0561) mask_bce 0.3121 (0.2483) mask_dice 0.8548 (0.8450) mem 21941MB +[2025-12-25 02:40:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1350/1573] eta 0:02:42 lr 0.000044 time 0.4215 (0.7301) loss 1326.9119 (1314.0945) grad_norm 175.3621 (247.6283) embed_mse 1325.8080 (1313.0013) mask_bce 0.2743 (0.2482) mask_dice 0.8296 (0.8450) mem 21941MB +[2025-12-25 02:41:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1360/1573] eta 0:02:36 lr 0.000044 time 0.4195 (0.7362) loss 1333.8298 (1314.1367) grad_norm 187.1583 (246.7152) embed_mse 1332.7339 (1313.0435) mask_bce 0.2637 (0.2481) mask_dice 0.8322 (0.8450) mem 21941MB +[2025-12-25 02:41:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1370/1573] eta 0:02:29 lr 0.000044 time 0.4204 (0.7346) loss 1275.5432 (1313.9832) grad_norm 238.7788 (246.6688) embed_mse 1274.5001 (1312.8902) mask_bce 0.1998 (0.2479) mask_dice 0.8433 (0.8450) mem 21941MB +[2025-12-25 02:41:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1380/1573] eta 0:02:22 lr 0.000044 time 9.7645 (0.7393) loss 1358.6249 (1314.1755) grad_norm 162.4355 (246.1790) embed_mse 1357.5778 (1313.0826) mask_bce 0.1820 (0.2478) mask_dice 0.8651 (0.8451) mem 21941MB +[2025-12-25 02:41:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1390/1573] eta 0:02:15 lr 0.000044 time 0.4205 (0.7383) loss 1321.8296 (1314.2857) grad_norm 216.5672 (246.0079) embed_mse 1320.7458 (1313.1928) mask_bce 0.2572 (0.2478) mask_dice 0.8265 (0.8451) mem 21941MB +[2025-12-25 02:41:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1400/1573] eta 0:02:07 lr 0.000044 time 0.4374 (0.7398) loss 1293.0319 (1314.1702) grad_norm 193.2674 (246.7701) embed_mse 1291.9674 (1313.0772) mask_bce 0.1787 (0.2478) mask_dice 0.8858 (0.8452) mem 21941MB +[2025-12-25 02:41:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1410/1573] eta 0:02:00 lr 0.000044 time 0.4233 (0.7410) loss 1332.2578 (1314.1967) grad_norm 248.3019 (246.7788) embed_mse 1331.1909 (1313.1039) mask_bce 0.2094 (0.2477) mask_dice 0.8575 (0.8452) mem 21941MB +[2025-12-25 02:41:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1420/1573] eta 0:01:53 lr 0.000044 time 0.4346 (0.7392) loss 1292.7791 (1314.1319) grad_norm 182.6095 (246.4163) embed_mse 1291.6960 (1313.0391) mask_bce 0.2500 (0.2477) mask_dice 0.8331 (0.8451) mem 21941MB +[2025-12-25 02:42:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1430/1573] eta 0:01:46 lr 0.000044 time 0.6292 (0.7419) loss 1250.6256 (1314.1530) grad_norm 223.7685 (246.2890) embed_mse 1249.5311 (1313.0602) mask_bce 0.2852 (0.2477) mask_dice 0.8092 (0.8451) mem 21941MB +[2025-12-25 02:42:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1440/1573] eta 0:01:38 lr 0.000044 time 0.4204 (0.7434) loss 1304.6888 (1314.2120) grad_norm 180.0662 (245.9703) embed_mse 1303.5941 (1313.1193) mask_bce 0.2652 (0.2476) mask_dice 0.8295 (0.8451) mem 21941MB +[2025-12-25 02:42:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1450/1573] eta 0:01:31 lr 0.000044 time 0.4326 (0.7467) loss 1332.7072 (1314.1968) grad_norm 281.8987 (246.1688) embed_mse 1331.5901 (1313.1042) mask_bce 0.2695 (0.2475) mask_dice 0.8476 (0.8451) mem 21941MB +[2025-12-25 02:42:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1460/1573] eta 0:01:24 lr 0.000044 time 0.8991 (0.7450) loss 1321.2258 (1314.2303) grad_norm 198.4966 (245.9068) embed_mse 1320.1635 (1313.1377) mask_bce 0.2005 (0.2475) mask_dice 0.8618 (0.8451) mem 21941MB +[2025-12-25 02:42:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1470/1573] eta 0:01:17 lr 0.000044 time 0.4206 (0.7477) loss 1313.1503 (1314.3105) grad_norm 413.7379 (246.8239) embed_mse 1312.0553 (1313.2178) mask_bce 0.2724 (0.2476) mask_dice 0.8226 (0.8451) mem 21941MB +[2025-12-25 02:42:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1480/1573] eta 0:01:09 lr 0.000044 time 0.4241 (0.7494) loss 1343.9489 (1314.1475) grad_norm 356.7469 (248.6034) embed_mse 1342.8285 (1313.0548) mask_bce 0.2790 (0.2476) mask_dice 0.8413 (0.8451) mem 21941MB +[2025-12-25 02:43:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1490/1573] eta 0:01:02 lr 0.000044 time 0.4260 (0.7504) loss 1310.2346 (1314.2004) grad_norm 451.8392 (249.6960) embed_mse 1309.1511 (1313.1078) mask_bce 0.2421 (0.2475) mask_dice 0.8414 (0.8451) mem 21941MB +[2025-12-25 02:43:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1500/1573] eta 0:00:55 lr 0.000044 time 7.8510 (0.7592) loss 1392.0114 (1314.3636) grad_norm 300.1381 (249.9658) embed_mse 1390.9254 (1313.2711) mask_bce 0.2310 (0.2473) mask_dice 0.8550 (0.8452) mem 21941MB +[2025-12-25 02:43:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1510/1573] eta 0:00:47 lr 0.000044 time 0.4207 (0.7605) loss 1266.8510 (1314.4217) grad_norm 197.5228 (249.6868) embed_mse 1265.7942 (1313.3292) mask_bce 0.2104 (0.2473) mask_dice 0.8463 (0.8452) mem 21941MB +[2025-12-25 02:43:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1520/1573] eta 0:00:40 lr 0.000044 time 0.4510 (0.7608) loss 1296.2502 (1314.4463) grad_norm 239.1255 (249.4183) embed_mse 1295.0946 (1313.3537) mask_bce 0.3156 (0.2474) mask_dice 0.8401 (0.8452) mem 21941MB +[2025-12-25 02:43:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1530/1573] eta 0:00:32 lr 0.000044 time 0.4282 (0.7588) loss 1330.0199 (1314.4929) grad_norm 202.6801 (249.1736) embed_mse 1328.9092 (1313.4003) mask_bce 0.2799 (0.2474) mask_dice 0.8308 (0.8452) mem 21941MB +[2025-12-25 02:43:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1540/1573] eta 0:00:25 lr 0.000044 time 4.0659 (0.7640) loss 1333.1343 (1314.5315) grad_norm 269.3939 (249.2789) embed_mse 1332.0328 (1313.4385) mask_bce 0.2687 (0.2478) mask_dice 0.8328 (0.8452) mem 21941MB +[2025-12-25 02:44:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1550/1573] eta 0:00:17 lr 0.000044 time 0.4214 (0.7632) loss 1368.7881 (1314.6482) grad_norm 538.2834 (250.7764) embed_mse 1367.6975 (1313.5552) mask_bce 0.2360 (0.2478) mask_dice 0.8547 (0.8452) mem 21941MB +[2025-12-25 02:44:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1560/1573] eta 0:00:09 lr 0.000044 time 0.4195 (0.7622) loss 1257.0494 (1314.5915) grad_norm 213.7769 (251.3967) embed_mse 1255.9409 (1313.4985) mask_bce 0.2869 (0.2479) mask_dice 0.8215 (0.8451) mem 21941MB +[2025-12-25 02:44:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1570/1573] eta 0:00:02 lr 0.000044 time 0.4163 (0.7610) loss 1313.4382 (1314.6067) grad_norm 416.2176 (252.2376) embed_mse 1312.3326 (1313.5138) mask_bce 0.2628 (0.2479) mask_dice 0.8427 (0.8450) mem 21941MB +[2025-12-25 02:44:18 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 6 training takes 0:19:57 +[2025-12-25 02:44:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][0/1573] eta 4:29:29 lr 0.000044 time 10.2796 (10.2796) loss 1349.7087 (1349.7087) grad_norm 0.0000 (0.0000) embed_mse 1348.5806 (1348.5806) mask_bce 0.3199 (0.3199) mask_dice 0.8083 (0.8083) mem 21941MB +[2025-12-25 02:44:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][10/1573] eta 0:43:18 lr 0.000044 time 0.4274 (1.6626) loss 1366.5425 (1321.1371) grad_norm 549.9100 (549.9100) embed_mse 1365.4409 (1320.0459) mask_bce 0.2607 (0.2557) mask_dice 0.8409 (0.8355) mem 21941MB +[2025-12-25 02:44:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][20/1573] eta 0:31:14 lr 0.000044 time 0.4242 (1.2068) loss 1333.1211 (1322.5253) grad_norm 361.9970 (455.9535) embed_mse 1332.0287 (1321.4372) mask_bce 0.2436 (0.2502) mask_dice 0.8487 (0.8379) mem 21941MB +[2025-12-25 02:44:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][30/1573] eta 0:28:50 lr 0.000044 time 0.4328 (1.1215) loss 1296.5906 (1318.7039) grad_norm 369.9663 (427.2911) embed_mse 1295.5096 (1317.6079) mask_bce 0.2367 (0.2571) mask_dice 0.8443 (0.8389) mem 21941MB +[2025-12-25 02:45:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][40/1573] eta 0:26:56 lr 0.000044 time 0.4194 (1.0545) loss 1332.6852 (1316.0383) grad_norm 183.8470 (337.0566) embed_mse 1331.5924 (1314.9433) mask_bce 0.2508 (0.2561) mask_dice 0.8421 (0.8388) mem 21941MB +[2025-12-25 02:45:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][50/1573] eta 0:25:53 lr 0.000044 time 0.4205 (1.0202) loss 1293.8453 (1317.2052) grad_norm 423.2987 (351.4303) embed_mse 1292.7789 (1316.1088) mask_bce 0.2205 (0.2562) mask_dice 0.8458 (0.8403) mem 21941MB +[2025-12-25 02:45:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][60/1573] eta 0:23:17 lr 0.000044 time 0.4256 (0.9239) loss 1352.5869 (1319.3315) grad_norm 261.9295 (338.6444) embed_mse 1351.5043 (1318.2351) mask_bce 0.2287 (0.2548) mask_dice 0.8539 (0.8416) mem 21941MB +[2025-12-25 02:45:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][70/1573] eta 0:22:17 lr 0.000044 time 0.4236 (0.8896) loss 1271.7819 (1320.0953) grad_norm 173.2785 (317.9737) embed_mse 1270.6840 (1318.9982) mask_bce 0.2856 (0.2547) mask_dice 0.8124 (0.8423) mem 21941MB +[2025-12-25 02:45:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][80/1573] eta 0:21:35 lr 0.000044 time 0.4589 (0.8674) loss 1261.0195 (1318.7602) grad_norm 303.7064 (320.3346) embed_mse 1259.9290 (1317.6655) mask_bce 0.2372 (0.2518) mask_dice 0.8535 (0.8429) mem 21941MB +[2025-12-25 02:45:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][90/1573] eta 0:22:43 lr 0.000044 time 0.4316 (0.9196) loss 1291.8844 (1318.1836) grad_norm 192.9278 (308.7521) embed_mse 1290.7997 (1317.0901) mask_bce 0.2340 (0.2505) mask_dice 0.8507 (0.8430) mem 21941MB +[2025-12-25 02:45:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][100/1573] eta 0:22:33 lr 0.000044 time 0.4190 (0.9190) loss 1369.9545 (1319.9962) grad_norm 295.6114 (307.6571) embed_mse 1368.8649 (1318.9025) mask_bce 0.2461 (0.2511) mask_dice 0.8436 (0.8426) mem 21941MB +[2025-12-25 02:45:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][110/1573] eta 0:21:43 lr 0.000044 time 0.4217 (0.8912) loss 1371.3682 (1321.1405) grad_norm 260.6408 (304.0404) embed_mse 1370.2762 (1320.0447) mask_bce 0.2190 (0.2523) mask_dice 0.8729 (0.8434) mem 21941MB +[2025-12-25 02:46:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][120/1573] eta 0:22:53 lr 0.000044 time 0.4447 (0.9452) loss 1232.2144 (1320.7532) grad_norm 197.9086 (296.8871) embed_mse 1231.1641 (1319.6584) mask_bce 0.1734 (0.2508) mask_dice 0.8769 (0.8441) mem 21941MB +[2025-12-25 02:46:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][130/1573] eta 0:22:07 lr 0.000044 time 0.4198 (0.9199) loss 1243.0416 (1319.1483) grad_norm 265.4505 (294.9223) embed_mse 1241.9552 (1318.0528) mask_bce 0.2593 (0.2510) mask_dice 0.8270 (0.8444) mem 21941MB +[2025-12-25 02:46:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][140/1573] eta 0:22:35 lr 0.000044 time 0.4218 (0.9462) loss 1346.5382 (1317.9825) grad_norm 182.3435 (288.3000) 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(0.8453) mem 21941MB +[2025-12-25 02:47:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][180/1573] eta 0:22:09 lr 0.000043 time 0.4180 (0.9546) loss 1263.8383 (1314.7490) grad_norm 212.4468 (278.1964) embed_mse 1262.7367 (1313.6572) mask_bce 0.2064 (0.2466) mask_dice 0.8952 (0.8452) mem 21941MB +[2025-12-25 02:47:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][190/1573] eta 0:21:29 lr 0.000043 time 0.4174 (0.9322) loss 1340.7294 (1315.2395) grad_norm 352.8240 (281.4410) embed_mse 1339.6190 (1314.1471) mask_bce 0.2930 (0.2475) mask_dice 0.8173 (0.8449) mem 21941MB +[2025-12-25 02:47:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][200/1573] eta 0:22:00 lr 0.000043 time 0.4154 (0.9620) loss 1311.9835 (1316.2283) grad_norm 268.1674 (284.5814) embed_mse 1310.8636 (1315.1355) mask_bce 0.2436 (0.2476) mask_dice 0.8762 (0.8452) mem 21941MB +[2025-12-25 02:47:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][210/1573] eta 0:21:59 lr 0.000043 time 0.4216 (0.9678) loss 1394.3798 (1316.6700) grad_norm 276.6720 (284.2772) embed_mse 1393.2998 (1315.5763) mask_bce 0.2407 (0.2484) mask_dice 0.8392 (0.8453) mem 21941MB +[2025-12-25 02:47:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][220/1573] eta 0:21:56 lr 0.000043 time 0.4205 (0.9730) loss 1295.8850 (1316.3048) grad_norm 227.5986 (282.1780) embed_mse 1294.7889 (1315.2119) mask_bce 0.2432 (0.2474) mask_dice 0.8529 (0.8454) mem 21941MB +[2025-12-25 02:48:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][230/1573] eta 0:21:52 lr 0.000043 time 0.4236 (0.9771) loss 1383.9719 (1316.8561) grad_norm 227.9241 (280.2404) embed_mse 1382.8491 (1315.7640) mask_bce 0.2933 (0.2464) mask_dice 0.8295 (0.8458) mem 21941MB +[2025-12-25 02:48:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][240/1573] eta 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grad_norm 273.6550 (279.1653) embed_mse 1275.8087 (1315.4416) mask_bce 0.2623 (0.2474) mask_dice 0.8476 (0.8455) mem 21941MB +[2025-12-25 02:48:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][280/1573] eta 0:19:59 lr 0.000043 time 0.4272 (0.9275) loss 1287.4751 (1316.8312) grad_norm 298.4937 (276.9011) embed_mse 1286.4143 (1315.7386) mask_bce 0.2042 (0.2474) mask_dice 0.8565 (0.8452) mem 21941MB +[2025-12-25 02:48:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][290/1573] eta 0:19:54 lr 0.000043 time 0.4244 (0.9312) loss 1298.8431 (1317.0220) grad_norm 421.0338 (280.9048) embed_mse 1297.7406 (1315.9300) mask_bce 0.2738 (0.2467) mask_dice 0.8288 (0.8453) mem 21941MB +[2025-12-25 02:48:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][300/1573] eta 0:19:35 lr 0.000043 time 0.4468 (0.9232) loss 1412.2714 (1317.2639) grad_norm 254.9779 (280.2041) embed_mse 1411.1707 (1316.1724) mask_bce 0.2744 (0.2459) mask_dice 0.8263 (0.8455) mem 21941MB +[2025-12-25 02:49:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][310/1573] eta 0:19:05 lr 0.000043 time 0.4221 (0.9071) loss 1266.1066 (1317.9794) grad_norm 227.1407 (278.8077) embed_mse 1265.0217 (1316.8883) mask_bce 0.2333 (0.2455) mask_dice 0.8514 (0.8456) mem 21941MB +[2025-12-25 02:49:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][320/1573] eta 0:18:52 lr 0.000043 time 0.4191 (0.9036) loss 1287.7467 (1318.0039) grad_norm 606.8975 (284.9877) embed_mse 1286.6606 (1316.9128) mask_bce 0.2457 (0.2455) mask_dice 0.8403 (0.8456) mem 21941MB +[2025-12-25 02:49:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][330/1573] eta 0:18:25 lr 0.000043 time 0.4408 (0.8892) loss 1310.8945 (1317.8845) grad_norm 328.9169 (286.0591) embed_mse 1309.8030 (1316.7935) mask_bce 0.2693 (0.2452) mask_dice 0.8222 (0.8459) mem 21941MB +[2025-12-25 02:49:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][340/1573] eta 0:18:30 lr 0.000043 time 0.4218 (0.9008) loss 1243.6061 (1317.6931) grad_norm 378.1293 (288.2513) embed_mse 1242.5138 (1316.6021) mask_bce 0.2659 (0.2451) mask_dice 0.8263 (0.8458) mem 21941MB +[2025-12-25 02:49:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][350/1573] eta 0:18:28 lr 0.000043 time 2.2610 (0.9066) loss 1363.2356 (1317.4409) grad_norm 220.8482 (286.6837) embed_mse 1362.1060 (1316.3496) mask_bce 0.3066 (0.2455) mask_dice 0.8230 (0.8458) mem 21941MB +[2025-12-25 02:49:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][360/1573] eta 0:18:03 lr 0.000043 time 0.4213 (0.8933) loss 1288.9937 (1317.0243) grad_norm 295.4758 (284.6078) embed_mse 1287.8953 (1315.9333) mask_bce 0.2504 (0.2455) mask_dice 0.8480 (0.8455) mem 21941MB +[2025-12-25 02:49:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][370/1573] eta 0:18:12 lr 0.000043 time 0.4285 (0.9082) loss 1280.7571 (1316.6980) grad_norm 308.5854 (285.1291) embed_mse 1279.6844 (1315.6072) mask_bce 0.2161 (0.2453) mask_dice 0.8566 (0.8455) mem 21941MB +[2025-12-25 02:50:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][380/1573] eta 0:17:58 lr 0.000043 time 1.7477 (0.9036) loss 1345.2593 (1316.4658) grad_norm 261.6013 (284.6284) embed_mse 1344.1586 (1315.3751) mask_bce 0.2229 (0.2451) mask_dice 0.8778 (0.8456) mem 21941MB +[2025-12-25 02:50:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][390/1573] eta 0:17:38 lr 0.000043 time 0.4470 (0.8950) loss 1313.3658 (1316.2838) grad_norm 224.5315 (283.3765) embed_mse 1312.2438 (1315.1931) mask_bce 0.3072 (0.2451) mask_dice 0.8149 (0.8456) mem 21941MB +[2025-12-25 02:50:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][400/1573] eta 0:17:24 lr 0.000043 time 0.4335 (0.8908) loss 1301.5610 (1316.1477) grad_norm 217.7601 (279.8238) embed_mse 1300.4668 (1315.0571) mask_bce 0.2476 (0.2451) mask_dice 0.8466 (0.8455) mem 21941MB +[2025-12-25 02:50:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][410/1573] eta 0:17:15 lr 0.000043 time 0.4272 (0.8900) loss 1308.3235 (1316.2321) grad_norm 249.8164 (279.2354) embed_mse 1307.2367 (1315.1416) mask_bce 0.2397 (0.2448) mask_dice 0.8471 (0.8458) mem 21941MB +[2025-12-25 02:50:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][420/1573] eta 0:17:00 lr 0.000043 time 0.4197 (0.8849) loss 1302.3776 (1316.2502) grad_norm 186.4781 (277.4517) embed_mse 1301.2729 (1315.1596) mask_bce 0.2692 (0.2447) mask_dice 0.8355 (0.8459) mem 21941MB +[2025-12-25 02:50:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][430/1573] eta 0:16:54 lr 0.000043 time 0.4443 (0.8872) loss 1358.1404 (1316.2612) grad_norm 158.0971 (275.1997) embed_mse 1357.0853 (1315.1708) mask_bce 0.1828 (0.2444) mask_dice 0.8722 (0.8460) mem 21941MB +[2025-12-25 02:50:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][440/1573] eta 0:16:48 lr 0.000043 time 0.4186 (0.8905) loss 1326.2670 (1316.5614) grad_norm 271.2398 (277.0264) embed_mse 1325.1392 (1315.4712) mask_bce 0.2879 (0.2443) mask_dice 0.8398 (0.8460) mem 21941MB +[2025-12-25 02:50:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][450/1573] eta 0:16:38 lr 0.000043 time 2.3774 (0.8890) loss 1272.4783 (1316.5130) grad_norm 202.2704 (275.6915) embed_mse 1271.4001 (1315.4226) mask_bce 0.2081 (0.2443) mask_dice 0.8700 (0.8460) mem 21941MB +[2025-12-25 02:51:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][460/1573] eta 0:16:21 lr 0.000043 time 1.8516 (0.8821) loss 1310.2239 (1316.2652) grad_norm 210.3337 (274.5449) embed_mse 1309.1449 (1315.1748) mask_bce 0.2466 (0.2444) mask_dice 0.8323 (0.8461) mem 21941MB +[2025-12-25 02:51:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][470/1573] eta 0:16:15 lr 0.000043 time 6.1676 (0.8847) loss 1353.9332 (1316.1833) grad_norm 210.1394 (273.4344) embed_mse 1352.8339 (1315.0925) mask_bce 0.2591 (0.2448) mask_dice 0.8403 (0.8460) mem 21941MB +[2025-12-25 02:51:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][480/1573] eta 0:16:04 lr 0.000043 time 0.4854 (0.8821) loss 1300.4756 (1316.0118) grad_norm 235.0017 (272.2113) embed_mse 1299.3770 (1314.9208) mask_bce 0.2438 (0.2450) mask_dice 0.8547 (0.8460) mem 21941MB +[2025-12-25 02:51:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][490/1573] eta 0:15:46 lr 0.000043 time 0.4741 (0.8737) loss 1342.1954 (1315.9855) grad_norm 299.6770 (272.6616) embed_mse 1341.0931 (1314.8945) mask_bce 0.2680 (0.2451) mask_dice 0.8344 (0.8459) mem 21941MB +[2025-12-25 02:51:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][500/1573] eta 0:15:39 lr 0.000043 time 0.4468 (0.8758) loss 1316.4524 (1316.1642) grad_norm 257.6835 (272.4200) embed_mse 1315.3591 (1315.0731) mask_bce 0.2545 (0.2452) mask_dice 0.8387 (0.8459) mem 21941MB +[2025-12-25 02:51:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][510/1573] eta 0:15:48 lr 0.000043 time 5.0555 (0.8920) loss 1346.5135 (1316.2970) grad_norm 197.2226 (271.2264) embed_mse 1345.4119 (1315.2056) mask_bce 0.2676 (0.2454) mask_dice 0.8341 (0.8459) mem 21941MB +[2025-12-25 02:51:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][520/1573] eta 0:15:30 lr 0.000043 time 0.4171 (0.8834) loss 1270.1519 (1316.2570) grad_norm 360.1609 (271.3090) embed_mse 1269.0624 (1315.1657) mask_bce 0.2513 (0.2453) mask_dice 0.8381 (0.8460) mem 21941MB +[2025-12-25 02:52:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][530/1573] eta 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0.2299 (0.2463) mask_dice 0.8532 (0.8455) mem 21941MB +[2025-12-25 02:53:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][600/1573] eta 0:14:10 lr 0.000043 time 0.4183 (0.8743) loss 1286.1956 (1316.3045) grad_norm 164.0528 (268.2729) embed_mse 1285.1216 (1315.2127) mask_bce 0.1993 (0.2461) mask_dice 0.8747 (0.8457) mem 21941MB +[2025-12-25 02:53:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][610/1573] eta 0:14:03 lr 0.000043 time 0.4168 (0.8757) loss 1329.6953 (1315.9656) grad_norm 276.9556 (268.3871) embed_mse 1328.6465 (1314.8740) mask_bce 0.1903 (0.2458) mask_dice 0.8585 (0.8458) mem 21941MB +[2025-12-25 02:53:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][620/1573] eta 0:13:56 lr 0.000043 time 0.4178 (0.8780) loss 1346.2147 (1315.9264) grad_norm 260.9554 (268.2906) embed_mse 1345.1299 (1314.8347) mask_bce 0.2391 (0.2458) mask_dice 0.8458 (0.8458) mem 21941MB +[2025-12-25 02:53:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][630/1573] eta 0:13:43 lr 0.000043 time 0.4424 (0.8737) loss 1305.9684 (1316.1457) grad_norm 232.9903 (267.8380) embed_mse 1304.8962 (1315.0541) mask_bce 0.2205 (0.2456) mask_dice 0.8517 (0.8459) mem 21941MB +[2025-12-25 02:53:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][640/1573] eta 0:13:42 lr 0.000043 time 0.4225 (0.8811) loss 1318.7377 (1316.0915) grad_norm 462.0040 (271.8640) embed_mse 1317.6672 (1315.0001) mask_bce 0.2324 (0.2455) mask_dice 0.8380 (0.8459) mem 21941MB +[2025-12-25 02:53:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][650/1573] eta 0:13:32 lr 0.000043 time 0.4190 (0.8798) loss 1277.4869 (1316.0595) grad_norm 335.9850 (272.6555) embed_mse 1276.3679 (1314.9679) mask_bce 0.2902 (0.2457) mask_dice 0.8288 (0.8459) mem 21941MB +[2025-12-25 02:54:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][660/1573] eta 0:13:23 lr 0.000043 time 0.4338 (0.8797) loss 1405.1604 (1316.0396) grad_norm 181.5875 (271.5450) embed_mse 1404.0509 (1314.9481) mask_bce 0.2733 (0.2457) mask_dice 0.8362 (0.8458) mem 21941MB +[2025-12-25 02:54:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][670/1573] eta 0:13:14 lr 0.000043 time 0.4203 (0.8797) loss 1240.1150 (1315.7315) grad_norm 351.8832 (272.5129) embed_mse 1239.0334 (1314.6401) mask_bce 0.2507 (0.2456) mask_dice 0.8309 (0.8458) mem 21941MB +[2025-12-25 02:54:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][680/1573] eta 0:13:05 lr 0.000043 time 0.9630 (0.8797) loss 1301.9620 (1315.3958) grad_norm 219.0467 (272.0100) embed_mse 1300.8983 (1314.3044) mask_bce 0.2210 (0.2456) mask_dice 0.8426 (0.8458) mem 21941MB +[2025-12-25 02:54:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][690/1573] eta 0:13:04 lr 0.000043 time 0.4192 (0.8879) loss 1298.5612 (1315.2348) grad_norm 335.7733 (272.7514) embed_mse 1297.4609 (1314.1433) mask_bce 0.2401 (0.2456) mask_dice 0.8601 (0.8459) mem 21941MB +[2025-12-25 02:54:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][700/1573] eta 0:12:50 lr 0.000043 time 0.4273 (0.8828) loss 1318.2578 (1315.2384) grad_norm 295.9417 (273.0180) embed_mse 1317.1785 (1314.1471) mask_bce 0.2363 (0.2454) mask_dice 0.8430 (0.8459) mem 21941MB +[2025-12-25 02:54:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][710/1573] eta 0:12:43 lr 0.000043 time 0.4238 (0.8847) loss 1314.8530 (1315.4046) grad_norm 301.3152 (273.3395) embed_mse 1313.7427 (1314.3132) mask_bce 0.2447 (0.2454) mask_dice 0.8656 (0.8460) mem 21941MB +[2025-12-25 02:54:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][720/1573] eta 0:12:32 lr 0.000043 time 0.4184 (0.8825) loss 1332.5826 (1315.2737) grad_norm 209.7168 (273.2723) embed_mse 1331.5037 (1314.1822) mask_bce 0.2426 (0.2455) mask_dice 0.8365 (0.8459) mem 21941MB +[2025-12-25 02:55:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][730/1573] eta 0:12:22 lr 0.000043 time 0.4234 (0.8813) loss 1215.2246 (1315.1912) grad_norm 184.6440 (272.2984) embed_mse 1214.1272 (1314.0997) mask_bce 0.2550 (0.2455) mask_dice 0.8424 (0.8460) mem 21941MB +[2025-12-25 02:55:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][740/1573] eta 0:12:09 lr 0.000043 time 0.4408 (0.8752) loss 1259.9594 (1314.9524) grad_norm 178.3867 (271.2776) embed_mse 1258.8647 (1313.8610) mask_bce 0.2424 (0.2455) mask_dice 0.8523 (0.8459) mem 21941MB +[2025-12-25 02:55:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][750/1573] eta 0:12:07 lr 0.000043 time 0.4210 (0.8836) loss 1295.8568 (1314.4804) grad_norm 254.3310 (271.0954) embed_mse 1294.7756 (1313.3891) mask_bce 0.2492 (0.2454) mask_dice 0.8321 (0.8459) mem 21941MB +[2025-12-25 02:55:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][760/1573] eta 0:11:57 lr 0.000043 time 0.4184 (0.8820) loss 1311.3870 (1314.4581) grad_norm 224.1046 (270.4456) embed_mse 1310.2827 (1313.3668) mask_bce 0.2698 (0.2454) mask_dice 0.8345 (0.8459) mem 21941MB +[2025-12-25 02:55:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][770/1573] eta 0:11:45 lr 0.000043 time 0.4239 (0.8781) loss 1272.5836 (1314.2063) grad_norm 144.2082 (269.1306) embed_mse 1271.4640 (1313.1151) mask_bce 0.2768 (0.2453) mask_dice 0.8429 (0.8459) mem 21941MB +[2025-12-25 02:55:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][780/1573] eta 0:11:42 lr 0.000043 time 0.4248 (0.8856) loss 1316.2515 (1314.2574) grad_norm 236.8273 (268.7976) embed_mse 1315.1683 (1313.1662) mask_bce 0.2302 (0.2453) mask_dice 0.8530 (0.8460) mem 21941MB +[2025-12-25 02:55:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][790/1573] eta 0:11:31 lr 0.000043 time 0.4206 (0.8833) loss 1267.9558 (1314.1680) grad_norm 165.8646 (267.7473) embed_mse 1266.8751 (1313.0769) mask_bce 0.2188 (0.2451) mask_dice 0.8620 (0.8460) mem 21941MB +[2025-12-25 02:56:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][800/1573] eta 0:11:34 lr 0.000043 time 0.4279 (0.8982) loss 1421.9855 (1314.2693) grad_norm 185.0380 (266.6758) embed_mse 1420.8998 (1313.1782) mask_bce 0.2485 (0.2453) mask_dice 0.8371 (0.8458) mem 21941MB +[2025-12-25 02:56:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][810/1573] eta 0:11:21 lr 0.000043 time 1.3339 (0.8936) loss 1330.8096 (1314.4182) grad_norm 314.5535 (267.1498) embed_mse 1329.6829 (1313.3272) mask_bce 0.3029 (0.2452) mask_dice 0.8238 (0.8458) mem 21941MB +[2025-12-25 02:56:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][820/1573] eta 0:11:09 lr 0.000043 time 0.4416 (0.8889) loss 1351.6188 (1314.3795) grad_norm 220.5279 (266.6927) embed_mse 1350.5005 (1313.2884) mask_bce 0.2558 (0.2452) mask_dice 0.8624 (0.8458) mem 21941MB +[2025-12-25 02:56:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][830/1573] eta 0:10:59 lr 0.000043 time 0.4408 (0.8881) loss 1295.5437 (1314.3944) grad_norm 469.6331 (268.6631) embed_mse 1294.4805 (1313.3034) mask_bce 0.2015 (0.2452) mask_dice 0.8617 (0.8458) mem 21941MB +[2025-12-25 02:56:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][840/1573] eta 0:10:48 lr 0.000043 time 0.4520 (0.8843) loss 1301.7849 (1314.4444) grad_norm 216.5387 (267.8758) embed_mse 1300.6906 (1313.3534) mask_bce 0.2349 (0.2453) mask_dice 0.8595 (0.8458) mem 21941MB +[2025-12-25 02:56:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][850/1573] eta 0:10:36 lr 0.000043 time 1.9493 (0.8807) loss 1302.2493 (1314.4165) grad_norm 222.5201 (267.4479) embed_mse 1301.1284 (1313.3253) mask_bce 0.2982 (0.2455) mask_dice 0.8226 (0.8457) mem 21941MB +[2025-12-25 02:56:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][860/1573] eta 0:10:30 lr 0.000043 time 0.4233 (0.8838) loss 1297.9512 (1314.6631) grad_norm 192.1201 (266.7439) embed_mse 1296.8967 (1313.5717) mask_bce 0.1725 (0.2456) mask_dice 0.8820 (0.8458) mem 21941MB +[2025-12-25 02:57:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][870/1573] eta 0:10:18 lr 0.000043 time 0.4238 (0.8796) loss 1281.5472 (1314.5693) grad_norm 302.5117 (267.0751) embed_mse 1280.4801 (1313.4780) mask_bce 0.2229 (0.2455) mask_dice 0.8443 (0.8458) mem 21941MB +[2025-12-25 02:57:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][880/1573] eta 0:10:09 lr 0.000043 time 4.5906 (0.8799) loss 1346.4111 (1314.5091) grad_norm 200.4673 (266.2019) embed_mse 1345.2943 (1313.4177) mask_bce 0.2763 (0.2457) mask_dice 0.8405 (0.8457) mem 21941MB +[2025-12-25 02:57:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][890/1573] eta 0:09:59 lr 0.000043 time 0.4242 (0.8779) loss 1303.0562 (1314.5863) grad_norm 221.9270 (265.8030) embed_mse 1301.9536 (1313.4948) mask_bce 0.2648 (0.2457) mask_dice 0.8377 (0.8458) mem 21941MB +[2025-12-25 02:57:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][900/1573] eta 0:09:50 lr 0.000043 time 0.4738 (0.8776) loss 1350.5178 (1314.6194) grad_norm 378.8914 (266.8127) embed_mse 1349.4407 (1313.5280) mask_bce 0.2205 (0.2458) mask_dice 0.8567 (0.8457) mem 21941MB +[2025-12-25 02:57:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][910/1573] eta 0:09:40 lr 0.000043 time 0.4439 (0.8750) loss 1253.5010 (1314.6037) grad_norm 202.5544 (266.2441) embed_mse 1252.4165 (1313.5122) mask_bce 0.2510 (0.2458) mask_dice 0.8335 (0.8456) mem 21941MB +[2025-12-25 02:57:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][920/1573] eta 0:09:34 lr 0.000043 time 2.4966 (0.8799) loss 1332.4474 (1314.8448) grad_norm 181.4614 (265.3746) embed_mse 1331.3558 (1313.7535) mask_bce 0.2140 (0.2457) mask_dice 0.8775 (0.8457) mem 21941MB +[2025-12-25 02:57:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][930/1573] eta 0:09:23 lr 0.000043 time 1.3249 (0.8761) loss 1284.4224 (1315.0427) grad_norm 259.6498 (265.3253) embed_mse 1283.3665 (1313.9515) mask_bce 0.2215 (0.2456) mask_dice 0.8345 (0.8456) mem 21941MB +[2025-12-25 02:58:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][940/1573] eta 0:09:15 lr 0.000043 time 2.1305 (0.8778) loss 1339.8179 (1315.0546) grad_norm 386.1675 (266.3582) embed_mse 1338.6978 (1313.9632) mask_bce 0.2879 (0.2459) mask_dice 0.8322 (0.8455) mem 21941MB +[2025-12-25 02:58:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][950/1573] eta 0:09:03 lr 0.000043 time 0.4248 (0.8730) loss 1325.8783 (1315.0049) grad_norm 354.5293 (267.1053) embed_mse 1324.7837 (1313.9136) mask_bce 0.2397 (0.2459) mask_dice 0.8550 (0.8455) mem 21941MB +[2025-12-25 02:58:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][960/1573] eta 0:08:56 lr 0.000043 time 1.7238 (0.8753) loss 1337.6794 (1315.0888) grad_norm 357.7232 (269.3386) embed_mse 1336.6038 (1313.9975) mask_bce 0.2161 (0.2459) mask_dice 0.8596 (0.8454) mem 21941MB +[2025-12-25 02:58:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][970/1573] eta 0:08:51 lr 0.000043 time 0.4239 (0.8817) loss 1372.2140 (1315.2027) grad_norm 355.6774 (270.0521) embed_mse 1371.1359 (1314.1114) mask_bce 0.2218 (0.2460) mask_dice 0.8563 (0.8454) mem 21941MB +[2025-12-25 02:58:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][980/1573] eta 0:08:40 lr 0.000043 time 0.4213 (0.8776) loss 1334.4702 (1315.2272) grad_norm 278.3501 (270.1201) embed_mse 1333.3717 (1314.1358) mask_bce 0.2688 (0.2460) mask_dice 0.8297 (0.8454) mem 21941MB +[2025-12-25 02:58:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][990/1573] eta 0:08:32 lr 0.000043 time 0.4395 (0.8784) loss 1357.0565 (1315.2717) grad_norm 185.9234 (269.4356) embed_mse 1355.9199 (1314.1802) mask_bce 0.3055 (0.2460) mask_dice 0.8311 (0.8454) mem 21941MB +[2025-12-25 02:58:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1000/1573] eta 0:08:23 lr 0.000043 time 0.4183 (0.8781) loss 1349.8046 (1315.4831) grad_norm 502.3713 (272.1545) embed_mse 1348.6998 (1314.3915) mask_bce 0.2748 (0.2462) mask_dice 0.8300 (0.8454) mem 21941MB +[2025-12-25 02:59:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1010/1573] eta 0:08:13 lr 0.000043 time 0.4239 (0.8764) loss 1352.0514 (1315.5845) grad_norm 366.1914 (272.9009) embed_mse 1350.9734 (1314.4931) mask_bce 0.2262 (0.2461) mask_dice 0.8518 (0.8454) mem 21941MB +[2025-12-25 02:59:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1020/1573] eta 0:08:02 lr 0.000043 time 0.4155 (0.8720) loss 1321.1641 (1315.3618) grad_norm 214.0115 (272.4372) embed_mse 1320.0854 (1314.2704) mask_bce 0.2553 (0.2461) mask_dice 0.8232 (0.8453) mem 21941MB +[2025-12-25 02:59:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1030/1573] eta 0:07:54 lr 0.000043 time 0.4215 (0.8746) loss 1296.2311 (1315.4612) grad_norm 269.0630 (272.4108) embed_mse 1295.1469 (1314.3697) mask_bce 0.2257 (0.2462) mask_dice 0.8585 (0.8453) mem 21941MB +[2025-12-25 02:59:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1040/1573] eta 0:07:46 lr 0.000042 time 0.4228 (0.8748) loss 1276.0923 (1315.4599) grad_norm 253.5454 (271.9723) embed_mse 1275.0214 (1314.3686) mask_bce 0.2144 (0.2461) mask_dice 0.8564 (0.8453) mem 21941MB +[2025-12-25 02:59:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1050/1573] eta 0:07:38 lr 0.000042 time 0.4202 (0.8770) loss 1317.2936 (1315.2390) grad_norm 157.2756 (271.0968) embed_mse 1316.2354 (1314.1478) mask_bce 0.1911 (0.2460) mask_dice 0.8672 (0.8453) mem 21941MB +[2025-12-25 02:59:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1060/1573] eta 0:07:29 lr 0.000042 time 2.9714 (0.8759) loss 1383.4718 (1315.2180) grad_norm 195.6941 (270.5256) embed_mse 1382.4241 (1314.1267) mask_bce 0.1477 (0.2460) mask_dice 0.9000 (0.8453) mem 21941MB +[2025-12-25 02:59:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1070/1573] eta 0:07:18 lr 0.000042 time 0.4525 (0.8720) loss 1332.2013 (1314.9495) grad_norm 303.5819 (270.7741) embed_mse 1331.1188 (1313.8583) mask_bce 0.2384 (0.2460) mask_dice 0.8442 (0.8452) mem 21941MB +[2025-12-25 03:00:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1080/1573] eta 0:07:09 lr 0.000042 time 1.0784 (0.8719) loss 1350.0222 (1314.9199) grad_norm 170.8087 (270.1097) embed_mse 1348.9463 (1313.8287) mask_bce 0.2114 (0.2459) mask_dice 0.8645 (0.8453) mem 21941MB +[2025-12-25 03:00:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1090/1573] eta 0:07:01 lr 0.000042 time 0.4445 (0.8727) loss 1344.8748 (1314.8597) grad_norm 233.1669 (269.8381) embed_mse 1343.7687 (1313.7685) mask_bce 0.2560 (0.2459) mask_dice 0.8502 (0.8453) mem 21941MB +[2025-12-25 03:00:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1100/1573] eta 0:06:50 lr 0.000042 time 0.4559 (0.8687) loss 1378.5236 (1314.9521) grad_norm 193.7713 (269.2829) embed_mse 1377.4237 (1313.8609) mask_bce 0.2777 (0.2460) mask_dice 0.8221 (0.8453) mem 21941MB +[2025-12-25 03:00:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1110/1573] eta 0:06:41 lr 0.000042 time 0.4211 (0.8672) loss 1365.4246 (1315.0346) grad_norm 212.0140 (268.8679) embed_mse 1364.3550 (1313.9434) mask_bce 0.2430 (0.2460) mask_dice 0.8265 (0.8452) mem 21941MB +[2025-12-25 03:00:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1120/1573] eta 0:06:35 lr 0.000042 time 0.8212 (0.8727) loss 1334.0164 (1314.9331) grad_norm 185.7590 (267.9572) embed_mse 1332.9166 (1313.8420) mask_bce 0.2535 (0.2459) mask_dice 0.8462 (0.8453) mem 21941MB +[2025-12-25 03:00:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1130/1573] eta 0:06:28 lr 0.000042 time 0.4229 (0.8759) loss 1321.2097 (1314.8495) grad_norm 237.9547 (267.7444) embed_mse 1319.9678 (1313.7583) mask_bce 0.3944 (0.2460) mask_dice 0.8476 (0.8453) mem 21941MB +[2025-12-25 03:00:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1140/1573] eta 0:06:18 lr 0.000042 time 1.8879 (0.8735) loss 1278.1366 (1314.9002) grad_norm 297.8976 (267.9568) embed_mse 1277.0133 (1313.8090) mask_bce 0.2642 (0.2460) mask_dice 0.8591 (0.8453) mem 21941MB +[2025-12-25 03:01:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1150/1573] eta 0:06:08 lr 0.000042 time 0.4823 (0.8723) loss 1265.8619 (1314.8350) grad_norm 294.9835 (268.1458) embed_mse 1264.7776 (1313.7439) mask_bce 0.2236 (0.2458) mask_dice 0.8608 (0.8453) mem 21941MB +[2025-12-25 03:01:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1160/1573] eta 0:05:59 lr 0.000042 time 3.0813 (0.8711) loss 1307.2780 (1314.6873) grad_norm 196.5995 (267.5344) embed_mse 1306.1499 (1313.5960) mask_bce 0.2719 (0.2458) mask_dice 0.8562 (0.8454) mem 21941MB +[2025-12-25 03:01:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1170/1573] eta 0:05:50 lr 0.000042 time 0.4646 (0.8699) loss 1273.2284 (1314.7659) grad_norm 227.6473 (267.2612) embed_mse 1272.1215 (1313.6748) mask_bce 0.2655 (0.2457) mask_dice 0.8415 (0.8454) mem 21941MB +[2025-12-25 03:01:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1180/1573] eta 0:05:40 lr 0.000042 time 0.4212 (0.8661) loss 1297.8708 (1314.7086) grad_norm 312.9631 (267.5721) embed_mse 1296.7469 (1313.6176) mask_bce 0.2854 (0.2457) mask_dice 0.8385 (0.8454) mem 21941MB +[2025-12-25 03:01:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1190/1573] eta 0:05:30 lr 0.000042 time 0.4256 (0.8635) loss 1326.7533 (1314.7810) grad_norm 184.6564 (267.0119) embed_mse 1325.6573 (1313.6900) mask_bce 0.2765 (0.2456) mask_dice 0.8194 (0.8454) mem 21941MB +[2025-12-25 03:01:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1200/1573] eta 0:05:23 lr 0.000042 time 0.4259 (0.8664) loss 1288.6693 (1314.6085) grad_norm 197.8765 (266.1733) embed_mse 1287.5957 (1313.5176) mask_bce 0.2354 (0.2455) mask_dice 0.8381 (0.8454) mem 21941MB +[2025-12-25 03:01:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1210/1573] eta 0:05:13 lr 0.000042 time 0.4222 (0.8632) loss 1308.8875 (1314.5943) grad_norm 220.6871 (265.8721) embed_mse 1307.7927 (1313.5033) mask_bce 0.2484 (0.2455) mask_dice 0.8463 (0.8454) mem 21941MB +[2025-12-25 03:01:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1220/1573] eta 0:05:06 lr 0.000042 time 0.4217 (0.8676) loss 1259.9062 (1314.6319) grad_norm 157.8885 (265.1617) embed_mse 1258.8397 (1313.5409) mask_bce 0.2033 (0.2455) mask_dice 0.8632 (0.8454) mem 21941MB +[2025-12-25 03:02:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1230/1573] eta 0:04:56 lr 0.000042 time 0.4210 (0.8640) loss 1328.4369 (1314.6322) grad_norm 194.4910 (264.6998) embed_mse 1327.3572 (1313.5413) mask_bce 0.2276 (0.2456) mask_dice 0.8522 (0.8454) mem 21941MB +[2025-12-25 03:02:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1240/1573] eta 0:04:48 lr 0.000042 time 0.4180 (0.8665) loss 1297.4691 (1314.6394) grad_norm 157.1968 (264.4774) embed_mse 1296.3712 (1313.5485) mask_bce 0.2607 (0.2456) mask_dice 0.8371 (0.8454) mem 21941MB +[2025-12-25 03:02:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1250/1573] eta 0:04:39 lr 0.000042 time 0.4180 (0.8665) loss 1287.9541 (1314.6754) grad_norm 560.3565 (266.3741) embed_mse 1286.8784 (1313.5843) mask_bce 0.2115 (0.2457) mask_dice 0.8641 (0.8454) mem 21941MB +[2025-12-25 03:02:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1260/1573] eta 0:04:31 lr 0.000042 time 0.4161 (0.8662) loss 1276.4716 (1314.7779) grad_norm 183.1307 (265.8438) embed_mse 1275.3997 (1313.6868) mask_bce 0.2618 (0.2457) mask_dice 0.8100 (0.8454) mem 21941MB +[2025-12-25 03:02:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1270/1573] eta 0:04:21 lr 0.000042 time 0.4207 (0.8647) loss 1286.5552 (1314.7952) grad_norm 215.4956 (265.5252) embed_mse 1285.4907 (1313.7042) mask_bce 0.2202 (0.2457) mask_dice 0.8442 (0.8454) mem 21941MB +[2025-12-25 03:02:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1280/1573] eta 0:04:13 lr 0.000042 time 0.4290 (0.8635) loss 1322.7638 (1314.7459) grad_norm 186.2837 (265.4172) embed_mse 1321.6599 (1313.6549) mask_bce 0.2577 (0.2456) mask_dice 0.8462 (0.8454) mem 21941MB +[2025-12-25 03:02:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1290/1573] eta 0:04:04 lr 0.000042 time 0.4206 (0.8638) loss 1237.1082 (1314.7371) grad_norm 237.5802 (265.2443) embed_mse 1235.9789 (1313.6462) mask_bce 0.2957 (0.2455) mask_dice 0.8336 (0.8454) mem 21941MB +[2025-12-25 03:02:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1300/1573] eta 0:03:54 lr 0.000042 time 0.4409 (0.8605) loss 1302.3342 (1314.6679) grad_norm 208.4193 (264.8936) embed_mse 1301.2443 (1313.5770) mask_bce 0.2539 (0.2455) mask_dice 0.8361 (0.8454) mem 21941MB +[2025-12-25 03:03:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1310/1573] eta 0:03:45 lr 0.000042 time 0.4240 (0.8573) loss 1313.1609 (1314.6574) grad_norm 391.8364 (265.6723) embed_mse 1312.0720 (1313.5665) mask_bce 0.2358 (0.2455) mask_dice 0.8530 (0.8454) mem 21941MB +[2025-12-25 03:03:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1320/1573] eta 0:03:36 lr 0.000042 time 0.4190 (0.8573) loss 1283.4607 (1314.7966) grad_norm 296.1946 (265.7461) embed_mse 1282.3928 (1313.7057) mask_bce 0.2398 (0.2455) mask_dice 0.8282 (0.8455) mem 21941MB +[2025-12-25 03:03:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1330/1573] eta 0:03:28 lr 0.000042 time 0.4216 (0.8576) loss 1301.4240 (1314.7202) grad_norm 229.8407 (265.5298) embed_mse 1300.3040 (1313.6293) mask_bce 0.2852 (0.2454) mask_dice 0.8349 (0.8454) mem 21941MB +[2025-12-25 03:03:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1340/1573] eta 0:03:19 lr 0.000042 time 2.9772 (0.8563) loss 1306.0471 (1314.8469) grad_norm 183.8697 (265.0409) embed_mse 1304.9879 (1313.7561) mask_bce 0.2173 (0.2453) mask_dice 0.8419 (0.8454) mem 21941MB +[2025-12-25 03:03:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1350/1573] eta 0:03:11 lr 0.000042 time 0.4506 (0.8570) loss 1331.7412 (1314.8104) grad_norm 238.8585 (264.8850) embed_mse 1330.6598 (1313.7197) mask_bce 0.2265 (0.2452) mask_dice 0.8550 (0.8455) mem 21941MB +[2025-12-25 03:03:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1360/1573] eta 0:03:02 lr 0.000042 time 0.4204 (0.8555) loss 1292.4657 (1314.4750) grad_norm 292.4988 (264.8882) embed_mse 1291.3771 (1313.3844) mask_bce 0.2537 (0.2452) mask_dice 0.8349 (0.8454) mem 21941MB +[2025-12-25 03:03:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1370/1573] eta 0:02:54 lr 0.000042 time 0.5380 (0.8575) loss 1281.6765 (1314.3817) grad_norm 278.3418 (264.9668) embed_mse 1280.5720 (1313.2911) mask_bce 0.2554 (0.2452) mask_dice 0.8491 (0.8454) mem 21941MB +[2025-12-25 03:04:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1380/1573] eta 0:02:45 lr 0.000042 time 0.4266 (0.8563) loss 1347.1610 (1314.3747) grad_norm 237.5663 (264.8075) embed_mse 1346.1000 (1313.2840) mask_bce 0.2133 (0.2453) mask_dice 0.8477 (0.8454) mem 21941MB +[2025-12-25 03:04:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1390/1573] eta 0:02:36 lr 0.000042 time 0.4205 (0.8541) loss 1329.1893 (1314.3508) grad_norm 169.5769 (264.2570) embed_mse 1328.0867 (1313.2599) mask_bce 0.2589 (0.2454) mask_dice 0.8438 (0.8454) mem 21941MB +[2025-12-25 03:04:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1400/1573] eta 0:02:28 lr 0.000042 time 0.4204 (0.8587) loss 1323.1807 (1314.3551) grad_norm 203.5714 (263.3508) embed_mse 1322.0762 (1313.2642) mask_bce 0.2518 (0.2454) mask_dice 0.8526 (0.8455) mem 21941MB +[2025-12-25 03:04:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1410/1573] eta 0:02:19 lr 0.000042 time 0.4214 (0.8557) loss 1294.2891 (1314.3439) grad_norm 182.4360 (262.8910) embed_mse 1293.2251 (1313.2531) mask_bce 0.2391 (0.2454) mask_dice 0.8248 (0.8454) mem 21941MB +[2025-12-25 03:04:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1420/1573] eta 0:02:10 lr 0.000042 time 0.4286 (0.8528) loss 1241.7719 (1314.2514) grad_norm 212.1035 (262.6041) embed_mse 1240.7157 (1313.1607) mask_bce 0.2226 (0.2454) mask_dice 0.8335 (0.8454) mem 21941MB +[2025-12-25 03:04:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1430/1573] eta 0:02:01 lr 0.000042 time 2.7602 (0.8527) loss 1314.8903 (1314.1797) grad_norm 248.2316 (262.5233) embed_mse 1313.8378 (1313.0890) mask_bce 0.2088 (0.2453) mask_dice 0.8438 (0.8453) mem 21941MB +[2025-12-25 03:04:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1440/1573] eta 0:01:53 lr 0.000042 time 0.4236 (0.8529) loss 1302.1969 (1314.1784) grad_norm 172.3604 (261.5424) embed_mse 1301.0973 (1313.0877) mask_bce 0.2835 (0.2454) mask_dice 0.8161 (0.8453) mem 21941MB +[2025-12-25 03:04:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1450/1573] eta 0:01:44 lr 0.000042 time 0.4280 (0.8525) loss 1288.5192 (1314.1271) grad_norm 194.8503 (261.1740) embed_mse 1287.4053 (1313.0363) mask_bce 0.2755 (0.2456) mask_dice 0.8384 (0.8452) mem 21941MB +[2025-12-25 03:05:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1460/1573] eta 0:01:36 lr 0.000042 time 0.4205 (0.8534) loss 1327.5244 (1314.1907) grad_norm 233.1614 (261.0200) embed_mse 1326.4236 (1313.0998) mask_bce 0.2628 (0.2457) mask_dice 0.8380 (0.8452) mem 21941MB +[2025-12-25 03:05:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1470/1573] eta 0:01:28 lr 0.000042 time 6.1106 (0.8567) loss 1273.3873 (1314.1733) grad_norm 494.0352 (262.2933) embed_mse 1272.3192 (1313.0822) mask_bce 0.2114 (0.2459) mask_dice 0.8567 (0.8452) mem 21941MB +[2025-12-25 03:05:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1480/1573] eta 0:01:19 lr 0.000042 time 0.4244 (0.8558) loss 1316.2469 (1314.1924) grad_norm 229.8097 (262.4999) embed_mse 1315.1268 (1313.1013) mask_bce 0.2964 (0.2459) mask_dice 0.8237 (0.8451) mem 21941MB +[2025-12-25 03:05:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1490/1573] eta 0:01:10 lr 0.000042 time 0.4198 (0.8532) loss 1391.7954 (1314.0887) grad_norm 283.7486 (262.6142) embed_mse 1390.7035 (1312.9977) mask_bce 0.2504 (0.2459) mask_dice 0.8415 (0.8451) mem 21941MB +[2025-12-25 03:05:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1500/1573] eta 0:01:02 lr 0.000042 time 0.4772 (0.8514) loss 1354.7838 (1314.1162) grad_norm 217.1600 (262.3711) embed_mse 1353.6694 (1313.0251) mask_bce 0.2885 (0.2460) mask_dice 0.8260 (0.8451) mem 21941MB +[2025-12-25 03:05:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1510/1573] eta 0:00:53 lr 0.000042 time 0.4302 (0.8511) loss 1332.9202 (1314.1337) grad_norm 380.3089 (262.9984) embed_mse 1331.8354 (1313.0428) mask_bce 0.2479 (0.2459) mask_dice 0.8369 (0.8451) mem 21941MB +[2025-12-25 03:05:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1520/1573] eta 0:00:45 lr 0.000042 time 0.4347 (0.8514) loss 1238.3883 (1314.3103) grad_norm 346.0449 (263.9145) embed_mse 1237.3011 (1313.2194) mask_bce 0.2537 (0.2458) mask_dice 0.8334 (0.8451) mem 21941MB +[2025-12-25 03:06:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1530/1573] eta 0:00:36 lr 0.000042 time 0.4250 (0.8507) loss 1334.6077 (1314.3910) grad_norm 216.3857 (263.6656) embed_mse 1333.5139 (1313.3000) mask_bce 0.2578 (0.2459) mask_dice 0.8360 (0.8451) mem 21941MB +[2025-12-25 03:06:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1540/1573] eta 0:00:28 lr 0.000042 time 0.4203 (0.8492) loss 1221.1110 (1314.1847) grad_norm 187.4240 (263.2686) embed_mse 1219.9640 (1313.0937) mask_bce 0.3011 (0.2460) mask_dice 0.8459 (0.8451) mem 21941MB +[2025-12-25 03:06:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1550/1573] eta 0:00:19 lr 0.000042 time 0.4404 (0.8485) loss 1289.3025 (1314.0668) grad_norm 189.5059 (262.8864) embed_mse 1288.1953 (1312.9758) mask_bce 0.2670 (0.2460) mask_dice 0.8403 (0.8450) mem 21941MB +[2025-12-25 03:06:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1560/1573] eta 0:00:10 lr 0.000042 time 0.4221 (0.8458) loss 1327.1439 (1314.0732) grad_norm 257.4148 (263.4905) embed_mse 1326.0842 (1312.9821) mask_bce 0.2023 (0.2460) mask_dice 0.8575 (0.8451) mem 21941MB +[2025-12-25 03:06:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1570/1573] eta 0:00:02 lr 0.000042 time 0.4214 (0.8451) loss 1303.7667 (1314.0012) grad_norm 293.7716 (263.6450) embed_mse 1302.6836 (1312.9100) mask_bce 0.2420 (0.2461) mask_dice 0.8411 (0.8451) mem 21941MB +[2025-12-25 03:06:27 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 7 training takes 0:22:08 +[2025-12-25 03:06:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][0/1573] eta 1:35:31 lr 0.000042 time 3.6436 (3.6436) loss 1328.9752 (1328.9752) grad_norm 0.0000 (0.0000) embed_mse 1327.8933 (1327.8933) mask_bce 0.2321 (0.2321) mask_dice 0.8498 (0.8498) mem 21941MB +[2025-12-25 03:06:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][10/1573] eta 0:37:53 lr 0.000042 time 4.8252 (1.4547) loss 1355.0547 (1322.1553) grad_norm 355.0416 (355.0416) embed_mse 1353.9878 (1321.0634) mask_bce 0.2381 (0.2437) mask_dice 0.8288 (0.8483) mem 21941MB +[2025-12-25 03:06:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][20/1573] eta 0:25:10 lr 0.000042 time 0.4320 (0.9726) loss 1320.9375 (1318.7264) grad_norm 173.8078 (264.4247) embed_mse 1319.8588 (1317.6331) mask_bce 0.2255 (0.2506) mask_dice 0.8533 (0.8426) mem 21941MB +[2025-12-25 03:06:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][30/1573] eta 0:23:11 lr 0.000042 time 0.4254 (0.9015) loss 1320.2059 (1314.6565) grad_norm 190.9714 (239.9403) embed_mse 1319.1219 (1313.5692) mask_bce 0.2331 (0.2433) mask_dice 0.8508 (0.8440) mem 21941MB +[2025-12-25 03:07:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][40/1573] eta 0:21:32 lr 0.000042 time 1.3058 (0.8433) loss 1274.9852 (1318.1958) grad_norm 224.3917 (219.8575) embed_mse 1273.8525 (1317.1093) mask_bce 0.3062 (0.2426) mask_dice 0.8264 (0.8439) mem 21941MB +[2025-12-25 03:07:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][50/1573] eta 0:21:58 lr 0.000042 time 4.5297 (0.8658) loss 1309.1119 (1322.4031) grad_norm 175.3763 (212.4440) embed_mse 1308.0186 (1321.3173) mask_bce 0.2641 (0.2424) mask_dice 0.8294 (0.8434) mem 21941MB +[2025-12-25 03:07:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][60/1573] eta 0:20:03 lr 0.000042 time 0.4265 (0.7952) loss 1400.3564 (1319.3349) grad_norm 201.5749 (210.8913) embed_mse 1399.2949 (1318.2472) mask_bce 0.2142 (0.2438) mask_dice 0.8473 (0.8439) mem 21941MB +[2025-12-25 03:07:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][70/1573] eta 0:18:36 lr 0.000042 time 0.4201 (0.7431) loss 1309.7444 (1318.4990) grad_norm 259.4953 (216.9668) embed_mse 1308.6425 (1317.4108) mask_bce 0.2732 (0.2435) mask_dice 0.8287 (0.8447) mem 21941MB +[2025-12-25 03:07:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][80/1573] eta 0:19:18 lr 0.000042 time 0.4193 (0.7762) loss 1315.8514 (1317.8996) grad_norm 204.7199 (212.4911) embed_mse 1314.7659 (1316.8108) mask_bce 0.2100 (0.2431) mask_dice 0.8757 (0.8456) mem 21941MB +[2025-12-25 03:07:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][90/1573] eta 0:18:36 lr 0.000042 time 0.4211 (0.7531) loss 1372.8264 (1317.3731) grad_norm 240.8851 (215.0724) embed_mse 1371.7603 (1316.2853) mask_bce 0.2073 (0.2422) mask_dice 0.8589 (0.8456) mem 21941MB +[2025-12-25 03:07:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][100/1573] eta 0:18:01 lr 0.000042 time 1.4120 (0.7340) loss 1260.4589 (1317.2166) grad_norm 273.6103 (219.9506) embed_mse 1259.3622 (1316.1286) mask_bce 0.2388 (0.2418) mask_dice 0.8579 (0.8462) mem 21941MB +[2025-12-25 03:07:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][110/1573] eta 0:17:18 lr 0.000042 time 0.8036 (0.7096) loss 1279.8805 (1316.1464) grad_norm 161.5494 (215.4582) embed_mse 1278.8055 (1315.0556) mask_bce 0.2106 (0.2447) mask_dice 0.8644 (0.8461) mem 21941MB +[2025-12-25 03:07:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][120/1573] eta 0:17:53 lr 0.000042 time 0.7705 (0.7386) loss 1280.9990 (1315.3324) grad_norm 178.3866 (209.5005) embed_mse 1279.9136 (1314.2420) mask_bce 0.2388 (0.2448) mask_dice 0.8466 (0.8456) mem 21941MB +[2025-12-25 03:08:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][130/1573] eta 0:17:50 lr 0.000042 time 0.4359 (0.7417) loss 1253.3702 (1314.1372) grad_norm 203.3771 (209.1177) embed_mse 1252.1931 (1313.0458) mask_bce 0.3056 (0.2460) mask_dice 0.8714 (0.8454) mem 21941MB +[2025-12-25 03:08:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][140/1573] eta 0:17:57 lr 0.000042 time 0.4246 (0.7516) loss 1352.0520 (1314.2132) grad_norm 191.0022 (208.0521) embed_mse 1350.9136 (1313.1196) mask_bce 0.2941 (0.2489) mask_dice 0.8444 (0.8447) mem 21941MB +[2025-12-25 03:08:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][150/1573] eta 0:17:59 lr 0.000042 time 0.4287 (0.7584) loss 1301.0844 (1316.2801) grad_norm 278.6407 (211.9737) embed_mse 1299.9916 (1315.1860) mask_bce 0.2579 (0.2493) mask_dice 0.8348 (0.8447) mem 21941MB +[2025-12-25 03:08:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][160/1573] eta 0:17:22 lr 0.000042 time 0.4222 (0.7376) loss 1322.7294 (1316.6602) grad_norm 203.1780 (210.2440) embed_mse 1321.6166 (1315.5667) mask_bce 0.2697 (0.2486) mask_dice 0.8432 (0.8449) mem 21941MB +[2025-12-25 03:08:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][170/1573] eta 0:17:15 lr 0.000042 time 0.4565 (0.7383) loss 1260.6035 (1316.8872) grad_norm 363.8588 (217.5590) embed_mse 1259.4756 (1315.7935) mask_bce 0.2852 (0.2494) mask_dice 0.8426 (0.8443) mem 21941MB +[2025-12-25 03:08:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][180/1573] eta 0:16:57 lr 0.000042 time 0.4260 (0.7308) loss 1281.8358 (1317.1463) grad_norm 215.5932 (217.4697) embed_mse 1280.5978 (1316.0520) mask_bce 0.3528 (0.2497) mask_dice 0.8853 (0.8446) mem 21941MB +[2025-12-25 03:08:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][190/1573] eta 0:16:30 lr 0.000042 time 0.4219 (0.7164) loss 1334.4446 (1316.7596) grad_norm 208.1252 (217.0634) embed_mse 1333.3668 (1315.6661) mask_bce 0.2471 (0.2492) mask_dice 0.8307 (0.8442) mem 21941MB +[2025-12-25 03:08:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][200/1573] eta 0:16:27 lr 0.000042 time 0.4197 (0.7196) loss 1337.8999 (1316.0253) grad_norm 191.4796 (214.7168) embed_mse 1336.8005 (1314.9322) mask_bce 0.2564 (0.2489) mask_dice 0.8430 (0.8443) mem 21941MB +[2025-12-25 03:08:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][210/1573] eta 0:16:08 lr 0.000042 time 0.4227 (0.7105) loss 1283.0173 (1315.6743) grad_norm 409.2624 (222.1993) embed_mse 1281.9097 (1314.5815) mask_bce 0.2739 (0.2489) mask_dice 0.8339 (0.8440) mem 21941MB +[2025-12-25 03:09:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][220/1573] eta 0:16:08 lr 0.000042 time 0.4205 (0.7155) loss 1359.5349 (1314.7006) grad_norm 257.5482 (223.5085) embed_mse 1358.4081 (1313.6075) mask_bce 0.2751 (0.2490) mask_dice 0.8517 (0.8441) mem 21941MB +[2025-12-25 03:09:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][230/1573] eta 0:15:59 lr 0.000042 time 0.4244 (0.7143) loss 1317.9978 (1314.5778) grad_norm 339.0330 (227.6344) embed_mse 1316.8656 (1313.4836) mask_bce 0.2898 (0.2506) mask_dice 0.8424 (0.8436) mem 21941MB +[2025-12-25 03:09:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][240/1573] eta 0:15:54 lr 0.000042 time 0.4217 (0.7160) loss 1334.7050 (1314.6271) grad_norm 175.4072 (223.8689) embed_mse 1333.5928 (1313.5322) mask_bce 0.2596 (0.2510) mask_dice 0.8525 (0.8439) mem 21941MB +[2025-12-25 03:09:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][250/1573] eta 0:15:58 lr 0.000042 time 0.4186 (0.7246) loss 1287.3777 (1314.7012) grad_norm 254.1159 (224.8446) embed_mse 1286.2855 (1313.6064) mask_bce 0.2875 (0.2514) mask_dice 0.8046 (0.8434) mem 21941MB +[2025-12-25 03:09:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][260/1573] eta 0:16:03 lr 0.000042 time 0.4245 (0.7339) loss 1269.9053 (1314.4209) grad_norm 167.4618 (223.0514) embed_mse 1268.8354 (1313.3261) mask_bce 0.2243 (0.2513) mask_dice 0.8454 (0.8434) mem 21941MB +[2025-12-25 03:09:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][270/1573] eta 0:16:09 lr 0.000042 time 0.4360 (0.7443) loss 1313.8137 (1313.8802) grad_norm 189.8078 (222.0440) embed_mse 1312.7288 (1312.7858) mask_bce 0.2178 (0.2510) mask_dice 0.8672 (0.8434) mem 21941MB +[2025-12-25 03:09:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][280/1573] eta 0:15:57 lr 0.000042 time 0.4209 (0.7409) loss 1279.0889 (1313.9485) grad_norm 171.5930 (219.9937) embed_mse 1278.0323 (1312.8541) mask_bce 0.2053 (0.2508) mask_dice 0.8512 (0.8436) mem 21941MB +[2025-12-25 03:10:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][290/1573] eta 0:16:04 lr 0.000042 time 0.4884 (0.7517) loss 1308.1019 (1313.6999) grad_norm 272.3393 (221.4477) embed_mse 1307.0469 (1312.6057) mask_bce 0.2091 (0.2502) mask_dice 0.8460 (0.8439) mem 21941MB +[2025-12-25 03:10:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][300/1573] eta 0:15:44 lr 0.000041 time 0.4245 (0.7421) loss 1314.3638 (1313.5551) grad_norm 209.5143 (221.1252) embed_mse 1313.2455 (1312.4610) mask_bce 0.2641 (0.2500) mask_dice 0.8542 (0.8441) mem 21941MB +[2025-12-25 03:10:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][310/1573] eta 0:15:40 lr 0.000041 time 0.6564 (0.7444) loss 1298.1423 (1313.6130) grad_norm 254.0210 (221.9909) embed_mse 1297.0513 (1312.5191) mask_bce 0.2524 (0.2499) mask_dice 0.8387 (0.8440) mem 21941MB +[2025-12-25 03:10:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][320/1573] eta 0:15:34 lr 0.000041 time 0.4226 (0.7460) loss 1239.6202 (1313.1472) grad_norm 157.4348 (219.4725) embed_mse 1238.4874 (1312.0533) mask_bce 0.2907 (0.2499) mask_dice 0.8420 (0.8441) mem 21941MB +[2025-12-25 03:10:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][330/1573] eta 0:15:15 lr 0.000041 time 0.4206 (0.7363) loss 1306.9963 (1313.6219) grad_norm 269.4161 (220.6907) embed_mse 1305.9183 (1312.5277) mask_bce 0.2217 (0.2501) mask_dice 0.8563 (0.8441) mem 21941MB +[2025-12-25 03:10:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][340/1573] eta 0:15:15 lr 0.000041 time 0.4235 (0.7428) loss 1337.1539 (1313.7817) grad_norm 249.5582 (221.3780) embed_mse 1336.0598 (1312.6876) mask_bce 0.2484 (0.2501) mask_dice 0.8457 (0.8440) mem 21941MB +[2025-12-25 03:10:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][350/1573] eta 0:15:12 lr 0.000041 time 0.4354 (0.7461) loss 1333.4246 (1314.3286) grad_norm 274.1595 (222.6055) embed_mse 1332.3184 (1313.2347) mask_bce 0.2541 (0.2499) mask_dice 0.8522 (0.8440) mem 21941MB +[2025-12-25 03:10:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][360/1573] eta 0:14:56 lr 0.000041 time 0.4228 (0.7389) loss 1344.3616 (1314.3657) grad_norm 168.0222 (225.4360) embed_mse 1343.2709 (1313.2718) mask_bce 0.2774 (0.2499) mask_dice 0.8133 (0.8440) mem 21941MB +[2025-12-25 03:11:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][370/1573] eta 0:14:53 lr 0.000041 time 0.4248 (0.7427) loss 1322.3534 (1314.5206) grad_norm 288.0164 (226.7964) embed_mse 1321.2535 (1313.4269) mask_bce 0.2829 (0.2497) mask_dice 0.8170 (0.8439) mem 21941MB +[2025-12-25 03:11:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][380/1573] eta 0:14:50 lr 0.000041 time 0.4230 (0.7462) loss 1345.6132 (1314.5867) grad_norm 166.1858 (225.5068) embed_mse 1344.5045 (1313.4928) mask_bce 0.2747 (0.2500) mask_dice 0.8339 (0.8438) mem 21941MB +[2025-12-25 03:11:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][390/1573] eta 0:14:47 lr 0.000041 time 5.3087 (0.7506) loss 1371.4941 (1314.8113) grad_norm 212.7808 (225.2417) embed_mse 1370.3807 (1313.7174) mask_bce 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INFO Train: [8/30][460/1573] eta 0:14:31 lr 0.000041 time 0.4206 (0.7827) loss 1328.1051 (1314.6970) grad_norm 309.9403 (227.3229) embed_mse 1326.9363 (1313.6035) mask_bce 0.3114 (0.2498) mask_dice 0.8575 (0.8437) mem 21941MB +[2025-12-25 03:12:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][470/1573] eta 0:14:23 lr 0.000041 time 0.4207 (0.7832) loss 1304.6627 (1314.5978) grad_norm 183.5344 (226.5679) embed_mse 1303.5607 (1313.5043) mask_bce 0.2878 (0.2499) mask_dice 0.8144 (0.8436) mem 21941MB +[2025-12-25 03:12:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][480/1573] eta 0:14:18 lr 0.000041 time 1.9076 (0.7851) loss 1295.7269 (1314.7318) grad_norm 282.0133 (228.0804) embed_mse 1294.6605 (1313.6381) mask_bce 0.1892 (0.2500) mask_dice 0.8771 (0.8437) mem 21941MB +[2025-12-25 03:12:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][490/1573] eta 0:14:12 lr 0.000041 time 0.4458 (0.7871) loss 1274.3402 (1314.6760) grad_norm 156.9117 (226.9137) embed_mse 1273.2505 (1313.5825) mask_bce 0.2135 (0.2496) mask_dice 0.8763 (0.8438) mem 21941MB +[2025-12-25 03:13:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][500/1573] eta 0:14:06 lr 0.000041 time 0.4289 (0.7891) loss 1314.8817 (1314.7463) grad_norm 327.5466 (228.5368) embed_mse 1313.7865 (1313.6531) mask_bce 0.2825 (0.2494) mask_dice 0.8127 (0.8438) mem 21941MB +[2025-12-25 03:13:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][510/1573] eta 0:13:51 lr 0.000041 time 0.4283 (0.7821) loss 1310.0275 (1315.0106) grad_norm 323.1748 (230.0390) embed_mse 1308.9482 (1313.9174) mask_bce 0.2513 (0.2493) mask_dice 0.8279 (0.8439) mem 21941MB +[2025-12-25 03:13:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][520/1573] eta 0:13:43 lr 0.000041 time 0.4406 (0.7822) loss 1323.1243 (1315.3584) grad_norm 187.2864 (230.0140) embed_mse 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mem 21941MB +[2025-12-25 03:13:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][560/1573] eta 0:13:32 lr 0.000041 time 0.4205 (0.8022) loss 1296.7013 (1315.1826) grad_norm 221.2432 (228.0966) embed_mse 1295.6091 (1314.0887) mask_bce 0.2656 (0.2498) mask_dice 0.8265 (0.8441) mem 21941MB +[2025-12-25 03:14:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][570/1573] eta 0:13:24 lr 0.000041 time 0.4225 (0.8020) loss 1219.6987 (1314.9802) grad_norm 169.2524 (227.2678) embed_mse 1218.6184 (1313.8865) mask_bce 0.2594 (0.2497) mask_dice 0.8209 (0.8440) mem 21941MB +[2025-12-25 03:14:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][580/1573] eta 0:13:12 lr 0.000041 time 0.4222 (0.7977) loss 1303.6328 (1314.8418) grad_norm 284.4111 (228.0615) embed_mse 1302.5979 (1313.7480) mask_bce 0.1863 (0.2497) mask_dice 0.8487 (0.8440) mem 21941MB +[2025-12-25 03:14:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][590/1573] eta 0:13:05 lr 0.000041 time 2.3202 (0.7993) loss 1361.4729 (1314.7850) grad_norm 182.5223 (227.4376) embed_mse 1360.4097 (1313.6911) mask_bce 0.2115 (0.2498) mask_dice 0.8518 (0.8440) mem 21941MB +[2025-12-25 03:14:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][600/1573] eta 0:12:55 lr 0.000041 time 0.4179 (0.7971) loss 1274.1495 (1315.0432) grad_norm 204.2804 (227.6153) embed_mse 1273.0573 (1313.9495) mask_bce 0.2625 (0.2496) mask_dice 0.8299 (0.8441) mem 21941MB +[2025-12-25 03:14:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][610/1573] eta 0:12:42 lr 0.000041 time 0.4192 (0.7915) loss 1294.3060 (1314.8616) grad_norm 391.5347 (229.7722) embed_mse 1293.2258 (1313.7680) mask_bce 0.2168 (0.2494) mask_dice 0.8633 (0.8442) mem 21941MB +[2025-12-25 03:14:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][620/1573] eta 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INFO Train: [8/30][750/1573] eta 0:11:14 lr 0.000041 time 0.4224 (0.8199) loss 1314.4066 (1314.9868) grad_norm 184.5926 (242.3230) embed_mse 1313.3065 (1313.8936) mask_bce 0.2381 (0.2489) mask_dice 0.8620 (0.8443) mem 21941MB +[2025-12-25 03:17:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][760/1573] eta 0:11:16 lr 0.000041 time 0.4241 (0.8315) loss 1327.8354 (1314.8971) grad_norm 292.5814 (243.6860) embed_mse 1326.7557 (1313.8040) mask_bce 0.2489 (0.2488) mask_dice 0.8308 (0.8442) mem 21941MB +[2025-12-25 03:17:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][770/1573] eta 0:11:04 lr 0.000041 time 0.4304 (0.8281) loss 1281.0526 (1314.7232) grad_norm 280.9371 (244.0740) embed_mse 1279.9503 (1313.6301) mask_bce 0.2610 (0.2488) mask_dice 0.8414 (0.8442) mem 21941MB +[2025-12-25 03:17:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][780/1573] eta 0:10:53 lr 0.000041 time 0.4482 (0.8239) loss 1304.6266 (1314.7832) grad_norm 314.4376 (244.7994) embed_mse 1303.5607 (1313.6903) mask_bce 0.2153 (0.2487) mask_dice 0.8505 (0.8442) mem 21941MB +[2025-12-25 03:17:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][790/1573] eta 0:10:42 lr 0.000041 time 0.4208 (0.8200) loss 1293.3057 (1314.6571) grad_norm 175.9228 (244.0966) embed_mse 1292.2354 (1313.5643) mask_bce 0.2150 (0.2486) mask_dice 0.8552 (0.8442) mem 21941MB +[2025-12-25 03:17:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][800/1573] eta 0:10:34 lr 0.000041 time 2.9141 (0.8211) loss 1334.5604 (1314.8147) grad_norm 450.5265 (245.4663) embed_mse 1333.4825 (1313.7220) mask_bce 0.2364 (0.2486) mask_dice 0.8415 (0.8442) mem 21941MB +[2025-12-25 03:17:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][810/1573] eta 0:10:25 lr 0.000041 time 0.4196 (0.8199) loss 1222.9819 (1314.8133) grad_norm 278.2959 (245.7913) embed_mse 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mem 21941MB +[2025-12-25 03:18:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][850/1573] eta 0:09:48 lr 0.000041 time 2.4498 (0.8142) loss 1346.8707 (1314.4080) grad_norm 243.8590 (244.2312) embed_mse 1345.7842 (1313.3154) mask_bce 0.2293 (0.2487) mask_dice 0.8573 (0.8439) mem 21941MB +[2025-12-25 03:18:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][860/1573] eta 0:09:39 lr 0.000041 time 0.4312 (0.8129) loss 1307.8523 (1314.4560) grad_norm 349.9098 (245.2189) embed_mse 1306.7784 (1313.3636) mask_bce 0.2299 (0.2484) mask_dice 0.8440 (0.8440) mem 21941MB +[2025-12-25 03:18:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][870/1573] eta 0:09:29 lr 0.000041 time 0.4235 (0.8105) loss 1366.3218 (1314.5785) grad_norm 325.5264 (245.9625) embed_mse 1365.2751 (1313.4861) mask_bce 0.1870 (0.2484) mask_dice 0.8597 (0.8439) mem 21941MB +[2025-12-25 03:18:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][880/1573] eta 0:09:23 lr 0.000041 time 0.4215 (0.8138) loss 1330.2122 (1314.5355) grad_norm 198.5297 (246.2441) embed_mse 1329.1449 (1313.4433) mask_bce 0.2329 (0.2483) mask_dice 0.8343 (0.8440) mem 21941MB +[2025-12-25 03:18:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][890/1573] eta 0:09:13 lr 0.000041 time 0.7170 (0.8098) loss 1319.8452 (1314.2815) grad_norm 257.5810 (246.3462) embed_mse 1318.7761 (1313.1893) mask_bce 0.2208 (0.2483) mask_dice 0.8483 (0.8439) mem 21941MB +[2025-12-25 03:18:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][900/1573] eta 0:09:10 lr 0.000041 time 0.4201 (0.8180) loss 1295.8461 (1314.1116) grad_norm 231.4745 (246.2134) embed_mse 1294.7744 (1313.0195) mask_bce 0.2253 (0.2482) mask_dice 0.8464 (0.8439) mem 21941MB +[2025-12-25 03:18:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][910/1573] eta 0:09:05 lr 0.000041 time 0.4182 (0.8235) loss 1295.7449 (1314.1690) grad_norm 199.6129 (245.8010) embed_mse 1294.7122 (1313.0769) mask_bce 0.1725 (0.2481) mask_dice 0.8603 (0.8440) mem 21941MB +[2025-12-25 03:19:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][920/1573] eta 0:09:03 lr 0.000041 time 0.4697 (0.8318) loss 1287.5200 (1314.1474) grad_norm 206.0802 (246.1171) embed_mse 1286.4316 (1313.0554) mask_bce 0.2251 (0.2479) mask_dice 0.8632 (0.8440) mem 21941MB +[2025-12-25 03:19:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][930/1573] eta 0:08:52 lr 0.000041 time 0.4255 (0.8275) loss 1349.7266 (1314.1560) grad_norm 161.7100 (245.3895) embed_mse 1348.6586 (1313.0641) mask_bce 0.2175 (0.2478) mask_dice 0.8504 (0.8440) mem 21941MB +[2025-12-25 03:19:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][940/1573] eta 0:08:44 lr 0.000041 time 0.4413 (0.8285) loss 1338.9728 (1314.1684) grad_norm 309.8932 (245.9408) embed_mse 1337.9033 (1313.0767) mask_bce 0.2242 (0.2477) mask_dice 0.8453 (0.8440) mem 21941MB +[2025-12-25 03:19:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][950/1573] eta 0:08:37 lr 0.000041 time 0.4200 (0.8313) loss 1292.3983 (1314.2825) grad_norm 328.2660 (246.6385) embed_mse 1291.3171 (1313.1908) mask_bce 0.2467 (0.2476) mask_dice 0.8345 (0.8441) mem 21941MB +[2025-12-25 03:19:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][960/1573] eta 0:08:29 lr 0.000041 time 0.4218 (0.8310) loss 1345.5513 (1314.3313) grad_norm 331.9346 (249.3620) embed_mse 1344.4513 (1313.2395) mask_bce 0.2468 (0.2476) mask_dice 0.8531 (0.8441) mem 21941MB +[2025-12-25 03:19:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][970/1573] eta 0:08:21 lr 0.000041 time 3.4629 (0.8316) loss 1310.7102 (1314.3396) grad_norm 447.9042 (251.0028) embed_mse 1309.5560 (1313.2478) mask_bce 0.3001 (0.2476) mask_dice 0.8541 (0.8442) mem 21941MB +[2025-12-25 03:20:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][980/1573] eta 0:08:11 lr 0.000041 time 0.4490 (0.8286) loss 1308.4843 (1314.2721) grad_norm 240.6590 (250.9180) embed_mse 1307.3831 (1313.1804) mask_bce 0.2701 (0.2476) mask_dice 0.8311 (0.8441) mem 21941MB +[2025-12-25 03:20:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][990/1573] eta 0:08:02 lr 0.000041 time 0.4485 (0.8284) loss 1281.6056 (1314.1636) grad_norm 286.9840 (251.2112) embed_mse 1280.5302 (1313.0719) mask_bce 0.2316 (0.2475) mask_dice 0.8438 (0.8442) mem 21941MB +[2025-12-25 03:20:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1000/1573] eta 0:07:54 lr 0.000041 time 0.4659 (0.8286) loss 1314.8867 (1314.0376) grad_norm 610.7615 (253.3909) embed_mse 1313.8080 (1312.9460) mask_bce 0.2255 (0.2474) mask_dice 0.8532 (0.8443) mem 21941MB +[2025-12-25 03:20:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1010/1573] eta 0:07:47 lr 0.000041 time 4.7472 (0.8305) loss 1358.5425 (1314.0846) grad_norm 472.0259 (255.1261) embed_mse 1357.4600 (1312.9931) mask_bce 0.2502 (0.2473) mask_dice 0.8324 (0.8443) mem 21941MB +[2025-12-25 03:20:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1020/1573] eta 0:07:40 lr 0.000041 time 0.4205 (0.8322) loss 1312.3329 (1314.2060) grad_norm 463.1593 (256.7641) embed_mse 1311.2321 (1313.1145) mask_bce 0.2495 (0.2472) mask_dice 0.8514 (0.8443) mem 21941MB +[2025-12-25 03:20:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1030/1573] eta 0:07:34 lr 0.000041 time 0.4449 (0.8363) loss 1298.7739 (1313.9878) grad_norm 286.1443 (256.9937) embed_mse 1297.7029 (1312.8964) mask_bce 0.2280 (0.2471) mask_dice 0.8432 (0.8443) mem 21941MB +[2025-12-25 03:21:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1040/1573] eta 0:07:26 lr 0.000041 time 0.4652 (0.8385) loss 1280.0199 (1314.0356) grad_norm 325.5311 (258.9682) embed_mse 1278.7822 (1312.9440) mask_bce 0.3926 (0.2474) mask_dice 0.8450 (0.8442) mem 21941MB +[2025-12-25 03:21:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1050/1573] eta 0:07:20 lr 0.000041 time 1.6786 (0.8425) loss 1295.2079 (1313.7794) grad_norm 190.6175 (258.4464) embed_mse 1293.9878 (1312.6877) mask_bce 0.3714 (0.2476) mask_dice 0.8486 (0.8442) mem 21941MB +[2025-12-25 03:21:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1060/1573] eta 0:07:11 lr 0.000041 time 0.4441 (0.8402) loss 1317.5366 (1313.7218) grad_norm 359.2544 (259.2101) embed_mse 1316.4387 (1312.6299) mask_bce 0.2408 (0.2477) mask_dice 0.8570 (0.8442) mem 21941MB +[2025-12-25 03:21:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1070/1573] eta 0:07:03 lr 0.000041 time 0.4438 (0.8426) loss 1278.5764 (1313.7080) grad_norm 270.5575 (259.2954) embed_mse 1277.4843 (1312.6161) mask_bce 0.2465 (0.2477) mask_dice 0.8458 (0.8442) mem 21941MB +[2025-12-25 03:21:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1080/1573] eta 0:06:54 lr 0.000040 time 0.4226 (0.8408) loss 1283.2236 (1313.6596) grad_norm 446.4360 (262.4752) embed_mse 1282.1315 (1312.5677) mask_bce 0.2510 (0.2476) mask_dice 0.8412 (0.8442) mem 21941MB +[2025-12-25 03:21:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1090/1573] eta 0:06:45 lr 0.000040 time 0.4169 (0.8399) loss 1336.2673 (1313.6337) grad_norm 322.2543 (262.9147) embed_mse 1335.1381 (1312.5418) mask_bce 0.2548 (0.2476) mask_dice 0.8745 (0.8443) mem 21941MB +[2025-12-25 03:21:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1100/1573] eta 0:06:37 lr 0.000040 time 0.4248 (0.8410) loss 1307.7843 (1313.6478) grad_norm 174.5958 (262.2701) embed_mse 1306.6888 (1312.5560) mask_bce 0.2621 (0.2476) mask_dice 0.8334 (0.8442) mem 21941MB +[2025-12-25 03:21:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1110/1573] eta 0:06:27 lr 0.000040 time 0.4241 (0.8380) loss 1255.3207 (1313.6120) grad_norm 235.0775 (262.0730) embed_mse 1254.2340 (1312.5202) mask_bce 0.2462 (0.2476) mask_dice 0.8404 (0.8442) mem 21941MB +[2025-12-25 03:22:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1120/1573] eta 0:06:20 lr 0.000040 time 0.4258 (0.8407) loss 1353.5013 (1313.6411) grad_norm 415.0807 (263.8988) embed_mse 1352.4166 (1312.5492) mask_bce 0.2375 (0.2476) mask_dice 0.8471 (0.8443) mem 21941MB +[2025-12-25 03:22:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1130/1573] eta 0:06:12 lr 0.000040 time 3.5175 (0.8409) loss 1312.7211 (1313.7574) grad_norm 396.2558 (264.8375) embed_mse 1311.6119 (1312.6655) mask_bce 0.2731 (0.2477) mask_dice 0.8361 (0.8443) mem 21941MB +[2025-12-25 03:22:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1140/1573] eta 0:06:04 lr 0.000040 time 0.4222 (0.8410) loss 1305.3323 (1313.7739) grad_norm 188.6504 (264.3009) embed_mse 1304.2528 (1312.6820) mask_bce 0.2353 (0.2476) mask_dice 0.8442 (0.8443) mem 21941MB +[2025-12-25 03:22:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1150/1573] eta 0:05:55 lr 0.000040 time 0.4218 (0.8408) loss 1286.4835 (1313.7647) grad_norm 395.9495 (265.2216) embed_mse 1285.3527 (1312.6728) mask_bce 0.3112 (0.2477) mask_dice 0.8198 (0.8443) mem 21941MB +[2025-12-25 03:22:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1160/1573] eta 0:05:45 lr 0.000040 time 0.4228 (0.8372) loss 1305.5765 (1313.9080) grad_norm 232.0092 (265.0054) embed_mse 1304.5282 (1312.8160) mask_bce 0.1764 (0.2477) mask_dice 0.8719 (0.8442) mem 21941MB +[2025-12-25 03:22:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1170/1573] eta 0:05:38 lr 0.000040 time 0.4204 (0.8404) loss 1364.7887 (1313.9653) grad_norm 313.8866 (265.3402) embed_mse 1363.6896 (1312.8734) mask_bce 0.2570 (0.2477) mask_dice 0.8421 (0.8441) mem 21941MB +[2025-12-25 03:23:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1180/1573] eta 0:05:32 lr 0.000040 time 0.4189 (0.8457) loss 1258.3457 (1313.8005) grad_norm 389.5255 (266.1851) embed_mse 1257.2870 (1312.7088) mask_bce 0.1975 (0.2476) mask_dice 0.8612 (0.8441) mem 21941MB +[2025-12-25 03:23:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1190/1573] eta 0:05:22 lr 0.000040 time 0.4212 (0.8422) loss 1300.5741 (1313.7032) grad_norm 228.7413 (265.9321) embed_mse 1299.4908 (1312.6116) mask_bce 0.2508 (0.2475) mask_dice 0.8324 (0.8441) mem 21941MB +[2025-12-25 03:23:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1200/1573] eta 0:05:13 lr 0.000040 time 0.4206 (0.8406) loss 1308.0526 (1313.6189) grad_norm 247.6989 (265.8978) embed_mse 1306.9659 (1312.5273) mask_bce 0.2076 (0.2476) mask_dice 0.8792 (0.8441) mem 21941MB +[2025-12-25 03:23:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1210/1573] eta 0:05:05 lr 0.000040 time 0.4295 (0.8426) loss 1248.4774 (1313.6621) grad_norm 181.3961 (265.3382) embed_mse 1247.3940 (1312.5706) mask_bce 0.2345 (0.2474) mask_dice 0.8489 (0.8441) mem 21941MB +[2025-12-25 03:23:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1220/1573] eta 0:04:56 lr 0.000040 time 0.4254 (0.8393) loss 1331.8380 (1313.8317) grad_norm 352.9122 (265.9143) embed_mse 1330.7610 (1312.7402) mask_bce 0.2338 (0.2473) mask_dice 0.8433 (0.8441) mem 21941MB +[2025-12-25 03:23:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1230/1573] eta 0:04:47 lr 0.000040 time 0.4212 (0.8368) loss 1351.7030 (1313.9861) grad_norm 354.1656 (266.4911) embed_mse 1350.6260 (1312.8947) mask_bce 0.2334 (0.2472) mask_dice 0.8437 (0.8442) mem 21941MB +[2025-12-25 03:23:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1240/1573] eta 0:04:38 lr 0.000040 time 0.4188 (0.8378) loss 1283.2543 (1313.8512) grad_norm 317.7898 (266.9518) embed_mse 1282.1428 (1312.7599) mask_bce 0.2673 (0.2471) mask_dice 0.8441 (0.8442) mem 21941MB +[2025-12-25 03:23:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1250/1573] eta 0:04:30 lr 0.000040 time 1.2604 (0.8362) loss 1313.3458 (1313.8673) grad_norm 190.0214 (266.4586) embed_mse 1312.2271 (1312.7755) mask_bce 0.2734 (0.2475) mask_dice 0.8453 (0.8442) mem 21941MB +[2025-12-25 03:24:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1260/1573] eta 0:04:21 lr 0.000040 time 0.4304 (0.8362) loss 1320.0306 (1313.7883) grad_norm 229.4639 (266.2230) embed_mse 1318.7040 (1312.6964) mask_bce 0.4643 (0.2478) mask_dice 0.8623 (0.8441) mem 21941MB +[2025-12-25 03:24:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1270/1573] eta 0:04:12 lr 0.000040 time 0.4178 (0.8337) loss 1289.0690 (1313.9352) grad_norm 350.9615 (266.7593) embed_mse 1287.9780 (1312.8432) mask_bce 0.2701 (0.2479) mask_dice 0.8208 (0.8441) mem 21941MB +[2025-12-25 03:24:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1280/1573] eta 0:04:05 lr 0.000040 time 0.4217 (0.8381) loss 1318.9402 (1313.9482) grad_norm 171.6479 (266.5471) embed_mse 1317.7551 (1312.8562) mask_bce 0.3315 (0.2478) mask_dice 0.8535 (0.8441) mem 21941MB +[2025-12-25 03:24:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1290/1573] eta 0:03:58 lr 0.000040 time 0.4205 (0.8436) loss 1318.8470 (1313.8624) grad_norm 312.9623 (266.8354) embed_mse 1317.7827 (1312.7706) mask_bce 0.2080 (0.2477) mask_dice 0.8563 (0.8441) mem 21941MB +[2025-12-25 03:24:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1300/1573] eta 0:03:50 lr 0.000040 time 2.7948 (0.8448) loss 1310.0054 (1313.8385) grad_norm 165.8792 (266.2122) embed_mse 1308.9366 (1312.7468) mask_bce 0.2027 (0.2476) mask_dice 0.8661 (0.8441) mem 21941MB +[2025-12-25 03:24:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1310/1573] eta 0:03:41 lr 0.000040 time 0.4215 (0.8428) loss 1258.7372 (1313.7786) grad_norm 245.2175 (266.0834) embed_mse 1257.6798 (1312.6869) mask_bce 0.2236 (0.2475) mask_dice 0.8338 (0.8442) mem 21941MB +[2025-12-25 03:25:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1320/1573] eta 0:03:33 lr 0.000040 time 0.4259 (0.8423) loss 1340.7949 (1313.8392) grad_norm 246.5710 (265.7904) embed_mse 1339.7150 (1312.7476) mask_bce 0.2348 (0.2474) mask_dice 0.8452 (0.8442) mem 21941MB +[2025-12-25 03:25:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1330/1573] eta 0:03:24 lr 0.000040 time 0.4256 (0.8418) loss 1368.6449 (1313.9458) grad_norm 156.8904 (265.1344) embed_mse 1367.5558 (1312.8542) mask_bce 0.2400 (0.2475) mask_dice 0.8491 (0.8442) mem 21941MB +[2025-12-25 03:25:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1340/1573] eta 0:03:16 lr 0.000040 time 7.9039 (0.8451) loss 1365.8521 (1314.0966) grad_norm 226.7516 (264.9045) embed_mse 1364.7563 (1313.0050) mask_bce 0.2364 (0.2474) mask_dice 0.8593 (0.8442) mem 21941MB +[2025-12-25 03:25:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1350/1573] eta 0:03:07 lr 0.000040 time 0.4238 (0.8420) loss 1254.9957 (1314.1190) grad_norm 202.5397 (264.5333) embed_mse 1253.8993 (1313.0274) mask_bce 0.2537 (0.2474) mask_dice 0.8428 (0.8442) mem 21941MB +[2025-12-25 03:25:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1360/1573] eta 0:02:59 lr 0.000040 time 0.4219 (0.8418) loss 1346.0000 (1314.1287) grad_norm 265.0632 (265.1296) embed_mse 1344.9081 (1313.0372) mask_bce 0.2203 (0.2473) mask_dice 0.8717 (0.8442) mem 21941MB +[2025-12-25 03:25:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1370/1573] eta 0:02:50 lr 0.000040 time 1.4905 (0.8405) loss 1298.9291 (1314.1790) grad_norm 193.0335 (264.7080) embed_mse 1297.8008 (1313.0876) mask_bce 0.3096 (0.2472) mask_dice 0.8187 (0.8442) mem 21941MB +[2025-12-25 03:25:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1380/1573] eta 0:02:42 lr 0.000040 time 0.4189 (0.8403) loss 1309.8812 (1314.1998) grad_norm 290.0889 (264.8556) embed_mse 1308.8176 (1313.1083) mask_bce 0.2297 (0.2473) mask_dice 0.8339 (0.8442) mem 21941MB +[2025-12-25 03:25:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1390/1573] eta 0:02:33 lr 0.000040 time 0.4191 (0.8380) loss 1342.7693 (1314.2484) grad_norm 242.4457 (264.7261) embed_mse 1341.6847 (1313.1568) mask_bce 0.2455 (0.2474) mask_dice 0.8392 (0.8443) mem 21941MB +[2025-12-25 03:26:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1400/1573] eta 0:02:24 lr 0.000040 time 0.4298 (0.8380) loss 1251.3198 (1314.2567) grad_norm 274.4857 (264.3214) embed_mse 1250.2415 (1313.1651) mask_bce 0.2312 (0.2474) mask_dice 0.8472 (0.8442) mem 21941MB +[2025-12-25 03:26:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1410/1573] eta 0:02:16 lr 0.000040 time 0.4266 (0.8363) loss 1388.5238 (1314.3099) grad_norm 213.8464 (264.0346) embed_mse 1387.4559 (1313.2182) mask_bce 0.1977 (0.2475) mask_dice 0.8703 (0.8442) mem 21941MB +[2025-12-25 03:26:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1420/1573] eta 0:02:08 lr 0.000040 time 0.4212 (0.8393) loss 1322.6389 (1314.3255) grad_norm 181.0880 (263.5659) embed_mse 1321.5206 (1313.2339) mask_bce 0.2582 (0.2474) mask_dice 0.8602 (0.8442) mem 21941MB +[2025-12-25 03:26:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1430/1573] eta 0:01:59 lr 0.000040 time 0.4187 (0.8383) loss 1275.7227 (1314.2734) grad_norm 281.2391 (263.6652) embed_mse 1274.6232 (1313.1818) mask_bce 0.2608 (0.2474) mask_dice 0.8387 (0.8442) mem 21941MB +[2025-12-25 03:26:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1440/1573] eta 0:01:51 lr 0.000040 time 0.4240 (0.8380) loss 1346.3417 (1314.2310) grad_norm 172.1835 (262.7576) embed_mse 1345.2455 (1313.1394) mask_bce 0.2664 (0.2474) mask_dice 0.8298 (0.8442) mem 21941MB +[2025-12-25 03:26:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1450/1573] eta 0:01:43 lr 0.000040 time 3.1109 (0.8394) loss 1267.5226 (1314.2277) grad_norm 220.0974 (262.5219) embed_mse 1266.4082 (1313.1360) mask_bce 0.2827 (0.2474) mask_dice 0.8316 (0.8442) mem 21941MB +[2025-12-25 03:26:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1460/1573] eta 0:01:34 lr 0.000040 time 0.4612 (0.8406) loss 1317.6930 (1314.3182) grad_norm 155.5507 (261.9341) embed_mse 1316.6104 (1313.2266) mask_bce 0.2399 (0.2474) mask_dice 0.8426 (0.8442) mem 21941MB +[2025-12-25 03:27:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1470/1573] eta 0:01:26 lr 0.000040 time 0.4351 (0.8380) loss 1289.4006 (1314.3035) grad_norm 239.5218 (261.8116) embed_mse 1288.3225 (1313.2118) mask_bce 0.2319 (0.2474) mask_dice 0.8461 (0.8442) mem 21941MB +[2025-12-25 03:27:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1480/1573] eta 0:01:17 lr 0.000040 time 0.4522 (0.8353) loss 1305.8936 (1314.2545) grad_norm 279.4789 (262.3071) embed_mse 1304.8049 (1313.1629) mask_bce 0.2417 (0.2473) mask_dice 0.8470 (0.8442) mem 21941MB +[2025-12-25 03:27:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1490/1573] eta 0:01:09 lr 0.000040 time 0.4224 (0.8391) loss 1350.4664 (1314.4448) grad_norm 157.2033 (261.7420) embed_mse 1349.4023 (1313.3532) mask_bce 0.2201 (0.2473) mask_dice 0.8440 (0.8443) mem 21941MB +[2025-12-25 03:27:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1500/1573] eta 0:01:01 lr 0.000040 time 0.4289 (0.8378) loss 1256.6637 (1314.4343) grad_norm 269.3518 (261.7827) embed_mse 1255.5891 (1313.3429) mask_bce 0.2272 (0.2472) mask_dice 0.8474 (0.8443) mem 21941MB +[2025-12-25 03:27:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1510/1573] eta 0:00:52 lr 0.000040 time 0.4213 (0.8383) loss 1306.5706 (1314.3683) grad_norm 189.7616 (261.3996) embed_mse 1305.4882 (1313.2768) mask_bce 0.2513 (0.2473) mask_dice 0.8310 (0.8442) mem 21941MB +[2025-12-25 03:27:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1520/1573] eta 0:00:44 lr 0.000040 time 0.8935 (0.8359) loss 1362.0056 (1314.4305) grad_norm 245.6125 (260.8365) embed_mse 1360.8801 (1313.3390) mask_bce 0.2807 (0.2473) mask_dice 0.8449 (0.8442) mem 21941MB +[2025-12-25 03:27:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1530/1573] eta 0:00:35 lr 0.000040 time 3.4732 (0.8360) loss 1377.8134 (1314.3942) grad_norm 206.2312 (260.5506) embed_mse 1376.6986 (1313.3028) mask_bce 0.2781 (0.2473) mask_dice 0.8367 (0.8442) mem 21941MB +[2025-12-25 03:27:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1540/1573] eta 0:00:27 lr 0.000040 time 0.4195 (0.8350) loss 1305.0425 (1314.3684) grad_norm 241.2015 (260.4498) embed_mse 1303.9855 (1313.2770) mask_bce 0.2158 (0.2473) mask_dice 0.8411 (0.8442) mem 21941MB +[2025-12-25 03:28:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1550/1573] eta 0:00:19 lr 0.000040 time 5.9562 (0.8379) loss 1310.2822 (1314.4297) grad_norm 196.9496 (260.1208) embed_mse 1309.2354 (1313.3384) mask_bce 0.1793 (0.2472) mask_dice 0.8675 (0.8442) mem 21941MB +[2025-12-25 03:28:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1560/1573] eta 0:00:10 lr 0.000040 time 0.4538 (0.8365) loss 1370.0571 (1314.4318) grad_norm 332.8502 (260.7982) embed_mse 1368.9684 (1313.3405) mask_bce 0.2606 (0.2472) mask_dice 0.8281 (0.8442) mem 21941MB +[2025-12-25 03:28:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1570/1573] eta 0:00:02 lr 0.000040 time 0.4209 (0.8348) loss 1339.8403 (1314.3947) grad_norm 202.4332 (260.5004) embed_mse 1338.7532 (1313.3034) mask_bce 0.2538 (0.2472) mask_dice 0.8334 (0.8441) mem 21941MB +[2025-12-25 03:28:20 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 8 training takes 0:21:52 +[2025-12-25 03:28:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][0/1573] eta 4:04:32 lr 0.000040 time 9.3279 (9.3279) loss 1307.6277 (1307.6277) grad_norm 0.0000 (0.0000) embed_mse 1306.5796 (1306.5796) mask_bce 0.1878 (0.1878) mask_dice 0.8603 (0.8603) mem 21941MB +[2025-12-25 03:28:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][10/1573] eta 0:40:12 lr 0.000040 time 3.5458 (1.5435) loss 1233.8273 (1316.1325) grad_norm 325.4134 (325.4134) embed_mse 1232.7472 (1315.0521) mask_bce 0.2510 (0.2395) mask_dice 0.8291 (0.8409) mem 21941MB +[2025-12-25 03:28:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][20/1573] eta 0:27:39 lr 0.000040 time 0.4505 (1.0688) loss 1232.0125 (1314.4863) grad_norm 241.3091 (283.3613) embed_mse 1230.9458 (1313.3977) mask_bce 0.2123 (0.2487) mask_dice 0.8544 (0.8399) mem 21941MB +[2025-12-25 03:28:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][30/1573] eta 0:25:08 lr 0.000040 time 3.6564 (0.9773) loss 1290.9733 (1317.5550) grad_norm 232.4754 (266.3993) embed_mse 1289.8942 (1316.4670) mask_bce 0.2088 (0.2428) mask_dice 0.8703 (0.8452) mem 21941MB +[2025-12-25 03:28:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][40/1573] eta 0:24:43 lr 0.000040 time 0.4372 (0.9678) loss 1294.1794 (1314.7908) grad_norm 492.2733 (331.1060) embed_mse 1293.0721 (1313.7035) mask_bce 0.2518 (0.2439) mask_dice 0.8556 (0.8435) mem 21941MB +[2025-12-25 03:29:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][50/1573] eta 0:21:54 lr 0.000040 time 0.4274 (0.8629) loss 1335.0925 (1313.7459) grad_norm 370.1503 (337.6134) embed_mse 1333.9979 (1312.6563) mask_bce 0.2584 (0.2460) mask_dice 0.8362 (0.8436) mem 21941MB +[2025-12-25 03:29:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][60/1573] eta 0:19:58 lr 0.000040 time 0.4252 (0.7921) loss 1338.8715 (1313.1353) grad_norm 319.7781 (335.0655) embed_mse 1337.7843 (1312.0476) mask_bce 0.2331 (0.2431) mask_dice 0.8540 (0.8446) mem 21941MB +[2025-12-25 03:29:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][70/1573] eta 0:21:07 lr 0.000040 time 4.8519 (0.8433) loss 1388.3693 (1312.8892) grad_norm 200.5773 (318.2545) embed_mse 1387.2599 (1311.8001) mask_bce 0.2747 (0.2453) mask_dice 0.8346 (0.8438) mem 21941MB +[2025-12-25 03:29:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][80/1573] eta 0:20:13 lr 0.000040 time 0.4343 (0.8131) loss 1275.8977 (1314.7105) grad_norm 196.5992 (300.3695) embed_mse 1274.8284 (1313.6214) mask_bce 0.2283 (0.2456) mask_dice 0.8410 (0.8436) mem 21941MB +[2025-12-25 03:29:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][90/1573] eta 0:19:57 lr 0.000040 time 0.4456 (0.8077) loss 1401.8232 (1315.6574) grad_norm 258.7500 (296.5859) embed_mse 1400.7402 (1314.5685) mask_bce 0.2273 (0.2445) mask_dice 0.8558 (0.8444) mem 21941MB +[2025-12-25 03:29:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][100/1573] eta 0:19:37 lr 0.000040 time 0.4379 (0.7993) loss 1277.4193 (1314.5665) grad_norm 506.7395 (314.0987) embed_mse 1276.3197 (1313.4774) mask_bce 0.2613 (0.2449) mask_dice 0.8383 (0.8443) mem 21941MB +[2025-12-25 03:29:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][110/1573] eta 0:20:03 lr 0.000040 time 0.4172 (0.8226) loss 1271.0763 (1314.1149) grad_norm 570.8882 (333.8517) embed_mse 1269.9967 (1313.0232) mask_bce 0.2252 (0.2476) mask_dice 0.8543 (0.8441) mem 21941MB +[2025-12-25 03:30:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][120/1573] eta 0:20:02 lr 0.000040 time 0.4395 (0.8279) loss 1279.7988 (1314.0501) grad_norm 265.5815 (341.0630) embed_mse 1278.6633 (1312.9594) mask_bce 0.3137 (0.2468) mask_dice 0.8218 (0.8439) mem 21941MB +[2025-12-25 03:30:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][130/1573] eta 0:19:23 lr 0.000040 time 0.4367 (0.8064) loss 1322.1205 (1314.9994) grad_norm 255.0516 (335.6873) embed_mse 1321.0332 (1313.9089) mask_bce 0.2277 (0.2470) mask_dice 0.8596 (0.8435) mem 21941MB +[2025-12-25 03:30:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][140/1573] eta 0:18:37 lr 0.000040 time 0.4232 (0.7795) loss 1300.0181 (1314.4886) grad_norm 162.6041 (325.5060) embed_mse 1298.9436 (1313.3980) mask_bce 0.2175 (0.2471) mask_dice 0.8570 (0.8435) mem 21941MB +[2025-12-25 03:30:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][150/1573] eta 0:18:26 lr 0.000040 time 0.4308 (0.7776) loss 1269.6877 (1315.1468) grad_norm 388.2424 (328.9913) embed_mse 1268.6312 (1314.0572) mask_bce 0.1985 (0.2456) mask_dice 0.8581 (0.8440) mem 21941MB +[2025-12-25 03:30:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][160/1573] eta 0:18:12 lr 0.000040 time 0.4228 (0.7733) loss 1318.9744 (1315.9229) grad_norm 313.9586 (331.1699) embed_mse 1317.8237 (1314.8321) mask_bce 0.2694 (0.2463) mask_dice 0.8812 (0.8444) mem 21941MB +[2025-12-25 03:30:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][170/1573] eta 0:18:35 lr 0.000040 time 0.4215 (0.7954) loss 1325.8920 (1315.4617) grad_norm 176.9885 (323.8279) embed_mse 1324.8169 (1314.3710) mask_bce 0.2560 (0.2463) mask_dice 0.8191 (0.8444) mem 21941MB +[2025-12-25 03:30:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][180/1573] eta 0:18:38 lr 0.000040 time 0.4288 (0.8028) loss 1296.9476 (1315.1685) grad_norm 169.0270 (316.7915) embed_mse 1295.8373 (1314.0778) mask_bce 0.2781 (0.2468) mask_dice 0.8322 (0.8439) mem 21941MB +[2025-12-25 03:30:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][190/1573] eta 0:18:21 lr 0.000040 time 0.4226 (0.7962) loss 1380.5070 (1314.2111) grad_norm 178.3337 (310.7716) embed_mse 1379.4418 (1313.1208) mask_bce 0.2083 (0.2463) mask_dice 0.8569 (0.8440) mem 21941MB +[2025-12-25 03:30:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][200/1573] eta 0:17:47 lr 0.000040 time 0.4203 (0.7777) loss 1355.4246 (1313.5827) grad_norm 323.9675 (307.5436) embed_mse 1354.3456 (1312.4926) mask_bce 0.2277 (0.2462) mask_dice 0.8513 (0.8439) mem 21941MB +[2025-12-25 03:31:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][210/1573] eta 0:17:38 lr 0.000040 time 0.4238 (0.7768) loss 1313.1499 (1313.6970) grad_norm 192.3138 (303.1117) embed_mse 1312.0701 (1312.6068) mask_bce 0.2142 (0.2463) mask_dice 0.8655 (0.8439) mem 21941MB +[2025-12-25 03:31:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][220/1573] eta 0:17:24 lr 0.000040 time 0.4202 (0.7720) loss 1271.7159 (1313.5101) grad_norm 185.0676 (298.7397) embed_mse 1270.6151 (1312.4205) mask_bce 0.3081 (0.2462) mask_dice 0.7927 (0.8435) mem 21941MB +[2025-12-25 03:31:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][230/1573] eta 0:17:36 lr 0.000040 time 0.4363 (0.7869) loss 1374.4612 (1313.9263) grad_norm 364.2697 (301.0800) embed_mse 1373.3990 (1312.8361) mask_bce 0.2246 (0.2470) mask_dice 0.8376 (0.8433) mem 21941MB +[2025-12-25 03:31:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][240/1573] eta 0:17:19 lr 0.000040 time 0.4232 (0.7800) loss 1353.4368 (1313.8637) grad_norm 188.9428 (295.6270) embed_mse 1352.3195 (1312.7735) mask_bce 0.2940 (0.2472) mask_dice 0.8234 (0.8430) mem 21941MB +[2025-12-25 03:31:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][250/1573] eta 0:17:20 lr 0.000040 time 0.4329 (0.7866) loss 1356.9241 (1313.7243) grad_norm 290.3360 (295.4563) embed_mse 1355.8273 (1312.6340) mask_bce 0.2516 (0.2473) mask_dice 0.8452 (0.8430) mem 21941MB +[2025-12-25 03:31:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][260/1573] eta 0:17:04 lr 0.000040 time 0.4518 (0.7804) loss 1273.3929 (1312.6697) grad_norm 263.2640 (294.4503) embed_mse 1272.2853 (1311.5796) mask_bce 0.2910 (0.2471) mask_dice 0.8166 (0.8431) mem 21941MB +[2025-12-25 03:31:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][270/1573] eta 0:17:00 lr 0.000039 time 0.7335 (0.7829) loss 1321.2784 (1312.2370) grad_norm 212.3931 (291.9637) embed_mse 1320.1819 (1311.1468) mask_bce 0.2350 (0.2470) mask_dice 0.8616 (0.8432) mem 21941MB +[2025-12-25 03:31:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][280/1573] eta 0:16:45 lr 0.000039 time 0.4190 (0.7777) loss 1309.8718 (1312.6330) grad_norm 230.3550 (289.9156) embed_mse 1308.7766 (1311.5427) mask_bce 0.2725 (0.2470) mask_dice 0.8228 (0.8433) mem 21941MB +[2025-12-25 03:32:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][290/1573] eta 0:17:02 lr 0.000039 time 0.4229 (0.7972) loss 1296.9517 (1312.5925) grad_norm 250.2782 (288.8145) embed_mse 1295.8744 (1311.5022) mask_bce 0.2428 (0.2468) mask_dice 0.8344 (0.8435) mem 21941MB +[2025-12-25 03:32:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][300/1573] eta 0:16:55 lr 0.000039 time 0.4299 (0.7976) loss 1296.6854 (1312.4317) grad_norm 154.9158 (285.1956) embed_mse 1295.5863 (1311.3416) mask_bce 0.2341 (0.2463) mask_dice 0.8650 (0.8439) mem 21941MB +[2025-12-25 03:32:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][310/1573] eta 0:16:33 lr 0.000039 time 0.4225 (0.7867) loss 1312.1735 (1312.6467) grad_norm 270.0131 (284.7961) embed_mse 1311.0671 (1311.5570) mask_bce 0.2593 (0.2457) mask_dice 0.8471 (0.8440) mem 21941MB +[2025-12-25 03:32:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][320/1573] eta 0:16:44 lr 0.000039 time 0.4235 (0.8014) loss 1341.7740 (1312.2871) grad_norm 267.6475 (281.5818) embed_mse 1340.7119 (1311.1975) mask_bce 0.1968 (0.2454) mask_dice 0.8654 (0.8442) mem 21941MB +[2025-12-25 03:32:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][330/1573] eta 0:16:22 lr 0.000039 time 0.5740 (0.7904) loss 1328.3177 (1312.4692) grad_norm 231.2936 (280.3552) embed_mse 1327.2075 (1311.3796) mask_bce 0.2912 (0.2455) mask_dice 0.8191 (0.8441) mem 21941MB +[2025-12-25 03:32:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][340/1573] eta 0:16:01 lr 0.000039 time 0.4238 (0.7800) loss 1356.5206 (1312.2233) grad_norm 178.2568 (277.9243) embed_mse 1355.4302 (1311.1338) mask_bce 0.2453 (0.2451) mask_dice 0.8452 (0.8444) mem 21941MB +[2025-12-25 03:32:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][350/1573] eta 0:15:52 lr 0.000039 time 0.4240 (0.7788) loss 1317.3242 (1312.1947) grad_norm 156.0936 (275.0910) embed_mse 1316.1810 (1311.1050) mask_bce 0.2994 (0.2453) mask_dice 0.8437 (0.8444) mem 21941MB +[2025-12-25 03:32:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][360/1573] eta 0:15:35 lr 0.000039 time 0.4212 (0.7713) loss 1231.0592 (1312.1814) grad_norm 328.2235 (273.6870) embed_mse 1229.9967 (1311.0915) mask_bce 0.2135 (0.2454) mask_dice 0.8490 (0.8445) mem 21941MB +[2025-12-25 03:33:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][370/1573] eta 0:15:19 lr 0.000039 time 0.4255 (0.7643) loss 1408.8870 (1312.1562) grad_norm 208.5244 (272.2705) embed_mse 1407.7688 (1311.0661) mask_bce 0.2600 (0.2457) mask_dice 0.8581 (0.8444) mem 21941MB +[2025-12-25 03:33:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][380/1573] eta 0:15:13 lr 0.000039 time 0.4455 (0.7655) loss 1306.2209 (1312.0550) grad_norm 216.5548 (271.0850) embed_mse 1305.1007 (1310.9648) mask_bce 0.2930 (0.2458) mask_dice 0.8273 (0.8445) mem 21941MB +[2025-12-25 03:33:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][390/1573] eta 0:15:01 lr 0.000039 time 0.4251 (0.7621) loss 1339.1626 (1312.4276) grad_norm 338.3240 (272.4858) embed_mse 1338.0737 (1311.3373) mask_bce 0.2544 (0.2457) mask_dice 0.8344 (0.8446) mem 21941MB +[2025-12-25 03:33:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][400/1573] eta 0:14:56 lr 0.000039 time 0.4273 (0.7647) loss 1337.4753 (1312.4200) grad_norm 344.0279 (272.8804) embed_mse 1336.4163 (1311.3299) mask_bce 0.1989 (0.2453) mask_dice 0.8601 (0.8448) mem 21941MB +[2025-12-25 03:33:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][410/1573] eta 0:14:39 lr 0.000039 time 0.4255 (0.7565) loss 1321.9327 (1312.6186) grad_norm 249.1034 (272.4142) embed_mse 1320.8505 (1311.5282) mask_bce 0.2418 (0.2457) mask_dice 0.8404 (0.8446) mem 21941MB +[2025-12-25 03:33:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][420/1573] eta 0:14:47 lr 0.000039 time 7.8971 (0.7700) loss 1275.2632 (1312.6031) grad_norm 240.8606 (271.8074) embed_mse 1274.1921 (1311.5125) mask_bce 0.2373 (0.2461) mask_dice 0.8337 (0.8445) mem 21941MB +[2025-12-25 03:33:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][430/1573] eta 0:14:33 lr 0.000039 time 0.4194 (0.7646) loss 1239.2334 (1312.8027) grad_norm 422.0722 (274.6425) embed_mse 1238.1696 (1311.7122) mask_bce 0.2026 (0.2461) mask_dice 0.8612 (0.8445) mem 21941MB +[2025-12-25 03:33:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][440/1573] eta 0:14:28 lr 0.000039 time 0.4260 (0.7663) loss 1330.6836 (1312.4442) grad_norm 160.8175 (274.1988) embed_mse 1329.5515 (1311.3533) mask_bce 0.2811 (0.2464) mask_dice 0.8510 (0.8445) mem 21941MB +[2025-12-25 03:34:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][450/1573] eta 0:14:11 lr 0.000039 time 0.4211 (0.7586) loss 1351.6451 (1312.5438) grad_norm 165.5351 (272.2584) embed_mse 1350.5337 (1311.4532) mask_bce 0.2797 (0.2462) mask_dice 0.8317 (0.8444) mem 21941MB +[2025-12-25 03:34:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][460/1573] eta 0:14:07 lr 0.000039 time 0.4189 (0.7616) loss 1331.0403 (1312.7111) grad_norm 501.4489 (276.2793) embed_mse 1329.9585 (1311.6208) mask_bce 0.2440 (0.2460) mask_dice 0.8379 (0.8444) mem 21941MB +[2025-12-25 03:34:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][470/1573] eta 0:14:01 lr 0.000039 time 0.4159 (0.7632) loss 1278.8029 (1312.8439) grad_norm 508.2650 (280.2791) embed_mse 1277.7263 (1311.7535) mask_bce 0.2474 (0.2463) mask_dice 0.8290 (0.8442) mem 21941MB +[2025-12-25 03:34:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][480/1573] eta 0:13:54 lr 0.000039 time 0.4202 (0.7639) loss 1277.3464 (1312.9191) grad_norm 160.6504 (280.9269) embed_mse 1276.2178 (1311.8289) mask_bce 0.3137 (0.2460) mask_dice 0.8149 (0.8442) mem 21941MB +[2025-12-25 03:34:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][490/1573] eta 0:13:42 lr 0.000039 time 0.4229 (0.7592) loss 1318.2745 (1312.8349) grad_norm 183.1905 (279.3246) embed_mse 1317.1830 (1311.7449) mask_bce 0.2601 (0.2458) mask_dice 0.8315 (0.8442) mem 21941MB +[2025-12-25 03:34:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][500/1573] eta 0:13:27 lr 0.000039 time 0.4231 (0.7525) loss 1344.3148 (1312.7278) grad_norm 192.2435 (277.9201) embed_mse 1343.1891 (1311.6378) mask_bce 0.2713 (0.2457) mask_dice 0.8545 (0.8442) mem 21941MB +[2025-12-25 03:34:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][510/1573] eta 0:13:33 lr 0.000039 time 0.4199 (0.7651) loss 1309.4857 (1312.4772) grad_norm 210.0039 (276.8421) embed_mse 1308.3501 (1311.3872) mask_bce 0.3145 (0.2458) mask_dice 0.8211 (0.8442) mem 21941MB +[2025-12-25 03:35:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][520/1573] eta 0:13:28 lr 0.000039 time 0.4186 (0.7683) loss 1336.7430 (1312.5419) grad_norm 250.8806 (274.7946) embed_mse 1335.6173 (1311.4517) mask_bce 0.3090 (0.2459) mask_dice 0.8168 (0.8443) mem 21941MB +[2025-12-25 03:35:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][530/1573] eta 0:13:14 lr 0.000039 time 0.4222 (0.7619) loss 1282.5221 (1312.5968) grad_norm 437.6763 (277.2625) embed_mse 1281.4468 (1311.5066) mask_bce 0.2450 (0.2457) mask_dice 0.8303 (0.8445) mem 21941MB +[2025-12-25 03:35:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][540/1573] eta 0:13:15 lr 0.000039 time 0.4226 (0.7700) loss 1270.0679 (1312.5177) grad_norm 199.0195 (276.0946) embed_mse 1269.0011 (1311.4274) mask_bce 0.2142 (0.2459) mask_dice 0.8526 (0.8444) mem 21941MB +[2025-12-25 03:35:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][550/1573] eta 0:13:11 lr 0.000039 time 0.4186 (0.7741) loss 1389.5608 (1312.3932) grad_norm 133.1275 (273.9922) embed_mse 1388.4579 (1311.3024) mask_bce 0.2821 (0.2464) mask_dice 0.8208 (0.8444) mem 21941MB +[2025-12-25 03:35:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][560/1573] eta 0:13:02 lr 0.000039 time 0.4260 (0.7720) loss 1295.0103 (1312.5191) grad_norm 226.2588 (272.1903) embed_mse 1293.9152 (1311.4282) mask_bce 0.2668 (0.2464) mask_dice 0.8282 (0.8445) mem 21941MB +[2025-12-25 03:35:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][570/1573] eta 0:12:50 lr 0.000039 time 0.4230 (0.7679) loss 1358.0767 (1312.6136) grad_norm 202.3167 (271.2061) embed_mse 1356.9752 (1311.5228) mask_bce 0.2491 (0.2464) mask_dice 0.8522 (0.8444) mem 21941MB +[2025-12-25 03:35:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][580/1573] eta 0:12:46 lr 0.000039 time 3.4686 (0.7723) loss 1342.2261 (1312.9832) grad_norm 248.4091 (270.8895) embed_mse 1341.1520 (1311.8925) mask_bce 0.2118 (0.2463) mask_dice 0.8623 (0.8445) mem 21941MB +[2025-12-25 03:35:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][590/1573] eta 0:12:36 lr 0.000039 time 0.4352 (0.7695) loss 1394.5472 (1313.0198) grad_norm 255.8054 (270.6828) embed_mse 1393.4435 (1311.9290) mask_bce 0.2706 (0.2463) mask_dice 0.8331 (0.8445) mem 21941MB +[2025-12-25 03:36:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][600/1573] eta 0:12:31 lr 0.000039 time 0.4245 (0.7722) loss 1346.1445 (1313.3517) grad_norm 207.0130 (269.3235) embed_mse 1345.0402 (1312.2607) mask_bce 0.2728 (0.2467) mask_dice 0.8315 (0.8444) mem 21941MB +[2025-12-25 03:36:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][610/1573] eta 0:12:31 lr 0.000039 time 0.4231 (0.7803) loss 1260.5223 (1313.3023) grad_norm 189.1888 (268.2690) embed_mse 1259.4519 (1312.2112) mask_bce 0.2040 (0.2467) mask_dice 0.8663 (0.8444) mem 21941MB +[2025-12-25 03:36:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][620/1573] eta 0:12:20 lr 0.000039 time 0.4199 (0.7766) loss 1269.5502 (1313.0246) grad_norm 511.0776 (271.4224) embed_mse 1268.4948 (1311.9330) mask_bce 0.2176 (0.2471) mask_dice 0.8378 (0.8444) mem 21941MB +[2025-12-25 03:36:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][630/1573] eta 0:12:17 lr 0.000039 time 0.4565 (0.7816) loss 1249.8627 (1312.9982) grad_norm 327.3906 (272.1400) embed_mse 1248.8076 (1311.9069) mask_bce 0.1807 (0.2468) mask_dice 0.8743 (0.8445) mem 21941MB +[2025-12-25 03:36:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][640/1573] eta 0:12:14 lr 0.000039 time 0.4542 (0.7874) loss 1397.5934 (1312.8294) grad_norm 175.1451 (270.8454) embed_mse 1396.5176 (1311.7382) mask_bce 0.2468 (0.2468) mask_dice 0.8290 (0.8444) mem 21941MB +[2025-12-25 03:36:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][650/1573] eta 0:12:02 lr 0.000039 time 0.4265 (0.7833) loss 1330.3947 (1312.7639) grad_norm 158.6383 (269.4602) embed_mse 1329.2721 (1311.6727) mask_bce 0.3121 (0.2469) mask_dice 0.8104 (0.8443) mem 21941MB +[2025-12-25 03:37:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][660/1573] eta 0:12:02 lr 0.000039 time 0.4203 (0.7911) loss 1401.6472 (1312.8880) grad_norm 355.9344 (270.5147) embed_mse 1400.5585 (1311.7968) mask_bce 0.2552 (0.2470) mask_dice 0.8336 (0.8442) mem 21941MB +[2025-12-25 03:37:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][670/1573] eta 0:11:53 lr 0.000039 time 0.4194 (0.7901) loss 1331.7297 (1312.9857) grad_norm 293.2132 (270.7882) embed_mse 1330.6868 (1311.8946) mask_bce 0.1752 (0.2467) mask_dice 0.8679 (0.8443) mem 21941MB +[2025-12-25 03:37:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][680/1573] eta 0:11:46 lr 0.000039 time 0.4214 (0.7917) loss 1324.9279 (1312.9843) grad_norm 205.4851 (269.4161) embed_mse 1323.8879 (1311.8935) mask_bce 0.1801 (0.2466) mask_dice 0.8597 (0.8443) mem 21941MB +[2025-12-25 03:37:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][690/1573] eta 0:11:34 lr 0.000039 time 0.4546 (0.7865) loss 1336.4614 (1313.1404) grad_norm 234.4561 (269.0096) embed_mse 1335.3712 (1312.0496) mask_bce 0.2608 (0.2466) mask_dice 0.8295 (0.8442) mem 21941MB +[2025-12-25 03:37:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][700/1573] eta 0:11:24 lr 0.000039 time 0.4237 (0.7843) loss 1279.0979 (1312.9742) grad_norm 418.9543 (270.7331) embed_mse 1278.0120 (1311.8835) mask_bce 0.2404 (0.2465) mask_dice 0.8455 (0.8441) mem 21941MB +[2025-12-25 03:37:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][710/1573] eta 0:11:15 lr 0.000039 time 0.4313 (0.7826) loss 1317.0790 (1312.9179) grad_norm 374.3633 (271.9107) embed_mse 1316.0184 (1311.8275) mask_bce 0.2198 (0.2462) mask_dice 0.8406 (0.8442) mem 21941MB +[2025-12-25 03:37:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][720/1573] eta 0:11:08 lr 0.000039 time 0.4218 (0.7840) loss 1247.2686 (1312.8639) grad_norm 211.6466 (272.5937) embed_mse 1246.2034 (1311.7737) mask_bce 0.2159 (0.2460) mask_dice 0.8492 (0.8442) mem 21941MB +[2025-12-25 03:37:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][730/1573] eta 0:10:56 lr 0.000039 time 0.4252 (0.7791) loss 1303.1780 (1312.7446) grad_norm 227.6468 (272.0998) embed_mse 1302.1091 (1311.6541) mask_bce 0.2295 (0.2462) mask_dice 0.8393 (0.8443) mem 21941MB +[2025-12-25 03:37:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][740/1573] eta 0:10:45 lr 0.000039 time 0.4221 (0.7743) loss 1334.8054 (1312.7798) grad_norm 220.8664 (271.5429) embed_mse 1333.7061 (1311.6894) mask_bce 0.2791 (0.2461) mask_dice 0.8203 (0.8443) mem 21941MB +[2025-12-25 03:38:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][750/1573] eta 0:10:37 lr 0.000039 time 0.4335 (0.7743) loss 1344.8413 (1312.9286) grad_norm 303.0885 (271.8821) embed_mse 1343.7538 (1311.8383) mask_bce 0.2321 (0.2460) mask_dice 0.8553 (0.8443) mem 21941MB +[2025-12-25 03:38:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][760/1573] eta 0:10:29 lr 0.000039 time 0.4222 (0.7749) loss 1290.9795 (1313.0715) grad_norm 224.0319 (272.0586) embed_mse 1289.9137 (1311.9811) mask_bce 0.2049 (0.2461) mask_dice 0.8608 (0.8443) mem 21941MB +[2025-12-25 03:38:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][770/1573] eta 0:10:24 lr 0.000039 time 0.4253 (0.7783) loss 1338.5378 (1313.1018) grad_norm 231.3654 (271.6347) embed_mse 1337.4430 (1312.0115) mask_bce 0.2459 (0.2459) mask_dice 0.8489 (0.8444) mem 21941MB +[2025-12-25 03:38:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][780/1573] eta 0:10:19 lr 0.000039 time 0.4187 (0.7814) loss 1369.2469 (1313.1471) grad_norm 353.8435 (272.4822) embed_mse 1368.1752 (1312.0568) mask_bce 0.2163 (0.2459) mask_dice 0.8554 (0.8445) mem 21941MB +[2025-12-25 03:38:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][790/1573] eta 0:10:12 lr 0.000039 time 0.4190 (0.7819) loss 1383.0900 (1313.1231) grad_norm 197.4524 (271.7166) embed_mse 1382.0151 (1312.0324) mask_bce 0.2274 (0.2461) mask_dice 0.8475 (0.8445) mem 21941MB +[2025-12-25 03:38:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][800/1573] eta 0:10:04 lr 0.000039 time 0.4465 (0.7817) loss 1318.3743 (1313.3499) grad_norm 254.3246 (271.6764) embed_mse 1317.2894 (1312.2592) mask_bce 0.2457 (0.2461) mask_dice 0.8392 (0.8446) mem 21941MB +[2025-12-25 03:38:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][810/1573] eta 0:09:54 lr 0.000039 time 0.4551 (0.7790) loss 1275.8973 (1313.4319) grad_norm 244.6197 (271.4085) embed_mse 1274.8463 (1312.3413) mask_bce 0.2067 (0.2460) mask_dice 0.8443 (0.8445) mem 21941MB +[2025-12-25 03:39:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][820/1573] eta 0:09:50 lr 0.000039 time 5.3869 (0.7839) loss 1271.8008 (1313.3655) grad_norm 329.1651 (271.9747) embed_mse 1270.6348 (1312.2750) mask_bce 0.3268 (0.2461) mask_dice 0.8392 (0.8445) mem 21941MB +[2025-12-25 03:39:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][830/1573] eta 0:09:48 lr 0.000039 time 0.4226 (0.7920) loss 1350.4990 (1313.4950) grad_norm 338.3364 (272.6190) embed_mse 1349.4036 (1312.4045) mask_bce 0.2254 (0.2459) mask_dice 0.8700 (0.8446) mem 21941MB +[2025-12-25 03:39:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][840/1573] eta 0:09:41 lr 0.000039 time 0.4150 (0.7938) loss 1367.5199 (1313.4943) grad_norm 247.5072 (271.2988) embed_mse 1366.4546 (1312.4037) mask_bce 0.2191 (0.2460) mask_dice 0.8462 (0.8446) mem 21941MB +[2025-12-25 03:39:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][850/1573] eta 0:09:36 lr 0.000039 time 0.4671 (0.7967) loss 1359.1069 (1313.6129) grad_norm 217.5965 (270.7921) embed_mse 1358.0269 (1312.5224) mask_bce 0.2420 (0.2459) mask_dice 0.8381 (0.8446) mem 21941MB +[2025-12-25 03:39:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][860/1573] eta 0:09:26 lr 0.000039 time 0.4306 (0.7949) loss 1303.7780 (1313.5039) grad_norm 147.7068 (269.6418) embed_mse 1302.7122 (1312.4134) mask_bce 0.1914 (0.2458) mask_dice 0.8744 (0.8446) mem 21941MB +[2025-12-25 03:39:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][870/1573] eta 0:09:20 lr 0.000039 time 1.8167 (0.7972) loss 1276.4623 (1313.2791) grad_norm 240.2780 (269.3699) embed_mse 1275.3422 (1312.1886) mask_bce 0.2927 (0.2460) mask_dice 0.8274 (0.8445) mem 21941MB +[2025-12-25 03:40:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][880/1573] eta 0:09:15 lr 0.000039 time 0.4228 (0.8022) loss 1297.7653 (1313.2750) grad_norm 298.4485 (268.9053) embed_mse 1296.6647 (1312.1845) mask_bce 0.2548 (0.2460) mask_dice 0.8458 (0.8445) mem 21941MB +[2025-12-25 03:40:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][890/1573] eta 0:09:05 lr 0.000039 time 0.4234 (0.7982) loss 1364.5513 (1313.4600) grad_norm 218.9890 (268.4556) embed_mse 1363.4698 (1312.3695) mask_bce 0.2477 (0.2461) mask_dice 0.8337 (0.8444) mem 21941MB +[2025-12-25 03:40:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][900/1573] eta 0:08:57 lr 0.000039 time 0.4234 (0.7983) loss 1342.2864 (1313.4192) grad_norm 203.6307 (267.8768) embed_mse 1341.1855 (1312.3288) mask_bce 0.2632 (0.2461) mask_dice 0.8376 (0.8443) mem 21941MB +[2025-12-25 03:40:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][910/1573] eta 0:08:46 lr 0.000039 time 0.4466 (0.7943) loss 1322.4390 (1313.2982) grad_norm 184.9963 (267.1433) embed_mse 1321.3334 (1312.2078) mask_bce 0.2244 (0.2459) mask_dice 0.8813 (0.8444) mem 21941MB +[2025-12-25 03:40:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][920/1573] eta 0:08:42 lr 0.000039 time 0.4229 (0.7996) loss 1272.4447 (1313.1097) grad_norm 255.1456 (267.7390) embed_mse 1271.3525 (1312.0191) mask_bce 0.2655 (0.2462) mask_dice 0.8267 (0.8444) mem 21941MB +[2025-12-25 03:40:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][930/1573] eta 0:08:38 lr 0.000039 time 0.4196 (0.8058) loss 1352.6876 (1313.1086) grad_norm 282.5545 (267.8667) embed_mse 1351.5818 (1312.0180) mask_bce 0.2586 (0.2461) mask_dice 0.8472 (0.8444) mem 21941MB +[2025-12-25 03:40:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][940/1573] eta 0:08:28 lr 0.000039 time 0.4606 (0.8033) loss 1281.8717 (1313.1102) grad_norm 344.5502 (268.5222) embed_mse 1280.8055 (1312.0196) mask_bce 0.2059 (0.2462) mask_dice 0.8603 (0.8444) mem 21941MB +[2025-12-25 03:41:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][950/1573] eta 0:08:19 lr 0.000039 time 0.4231 (0.8020) loss 1304.9697 (1313.3371) grad_norm 200.4227 (267.9450) embed_mse 1303.9147 (1312.2465) mask_bce 0.2003 (0.2462) mask_dice 0.8547 (0.8444) mem 21941MB +[2025-12-25 03:41:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][960/1573] eta 0:08:10 lr 0.000039 time 0.4361 (0.8007) loss 1299.3090 (1313.1005) grad_norm 219.7139 (267.7489) embed_mse 1298.1664 (1312.0100) mask_bce 0.3164 (0.2462) mask_dice 0.8262 (0.8443) mem 21941MB +[2025-12-25 03:41:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][970/1573] eta 0:08:02 lr 0.000039 time 0.4197 (0.7995) loss 1351.3964 (1313.1675) grad_norm 274.7756 (267.8069) embed_mse 1350.2823 (1312.0770) mask_bce 0.2892 (0.2462) mask_dice 0.8247 (0.8443) mem 21941MB +[2025-12-25 03:41:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][980/1573] eta 0:07:52 lr 0.000039 time 0.4195 (0.7975) loss 1322.9137 (1313.1097) grad_norm 213.2228 (267.3595) embed_mse 1321.8502 (1312.0192) mask_bce 0.2022 (0.2462) mask_dice 0.8613 (0.8443) mem 21941MB +[2025-12-25 03:41:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][990/1573] eta 0:07:45 lr 0.000039 time 2.6818 (0.7981) loss 1298.7125 (1313.2152) grad_norm 265.7928 (267.3468) embed_mse 1297.6160 (1312.1247) mask_bce 0.2396 (0.2461) mask_dice 0.8569 (0.8443) mem 21941MB +[2025-12-25 03:41:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1000/1573] eta 0:07:35 lr 0.000038 time 1.6456 (0.7957) loss 1382.2351 (1313.2493) grad_norm 276.7354 (267.6827) embed_mse 1381.1642 (1312.1588) mask_bce 0.2331 (0.2460) mask_dice 0.8379 (0.8444) mem 21941MB +[2025-12-25 03:41:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1010/1573] eta 0:07:30 lr 0.000038 time 0.4210 (0.8006) loss 1280.9703 (1313.1218) grad_norm 201.0694 (267.1541) embed_mse 1279.9010 (1312.0314) mask_bce 0.2337 (0.2460) mask_dice 0.8356 (0.8444) mem 21941MB +[2025-12-25 03:41:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1020/1573] eta 0:07:20 lr 0.000038 time 0.4314 (0.7969) loss 1284.0540 (1313.2014) grad_norm 210.4007 (266.7072) embed_mse 1282.9648 (1312.1112) mask_bce 0.2375 (0.2458) mask_dice 0.8516 (0.8445) mem 21941MB +[2025-12-25 03:42:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1030/1573] eta 0:07:13 lr 0.000038 time 0.4380 (0.7983) loss 1243.6318 (1313.1716) grad_norm 306.9930 (267.0219) embed_mse 1242.5094 (1312.0813) mask_bce 0.2669 (0.2458) mask_dice 0.8555 (0.8445) mem 21941MB +[2025-12-25 03:42:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1040/1573] eta 0:07:05 lr 0.000038 time 0.4193 (0.7988) loss 1287.2885 (1313.3308) grad_norm 373.6167 (267.5077) embed_mse 1286.1964 (1312.2405) mask_bce 0.2509 (0.2458) mask_dice 0.8412 (0.8445) mem 21941MB +[2025-12-25 03:42:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1050/1573] eta 0:06:58 lr 0.000038 time 2.2479 (0.8001) loss 1291.9791 (1313.2024) grad_norm 196.9835 (266.9693) embed_mse 1290.9144 (1312.1121) mask_bce 0.2092 (0.2458) mask_dice 0.8556 (0.8445) mem 21941MB +[2025-12-25 03:42:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1060/1573] eta 0:06:51 lr 0.000038 time 2.1926 (0.8012) loss 1309.0358 (1313.2877) grad_norm 168.8637 (266.2261) embed_mse 1307.9248 (1312.1973) mask_bce 0.2606 (0.2458) mask_dice 0.8503 (0.8445) mem 21941MB +[2025-12-25 03:42:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1070/1573] eta 0:06:43 lr 0.000038 time 0.4266 (0.8013) loss 1294.6705 (1313.2997) grad_norm 213.5377 (265.8300) embed_mse 1293.5924 (1312.2094) mask_bce 0.2308 (0.2459) mask_dice 0.8474 (0.8445) mem 21941MB +[2025-12-25 03:42:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1080/1573] eta 0:06:34 lr 0.000038 time 0.4380 (0.8010) loss 1257.4729 (1313.3989) grad_norm 228.6111 (265.1525) embed_mse 1256.4044 (1312.3087) mask_bce 0.2009 (0.2458) mask_dice 0.8676 (0.8445) mem 21941MB +[2025-12-25 03:42:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1090/1573] eta 0:06:27 lr 0.000038 time 0.4218 (0.8028) loss 1334.3899 (1313.5117) grad_norm 213.4179 (264.7722) embed_mse 1333.2791 (1312.4215) mask_bce 0.2798 (0.2457) mask_dice 0.8311 (0.8445) mem 21941MB +[2025-12-25 03:43:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1100/1573] eta 0:06:20 lr 0.000038 time 0.4204 (0.8042) loss 1378.7769 (1313.4321) grad_norm 159.1679 (264.0013) embed_mse 1377.6821 (1312.3419) mask_bce 0.2581 (0.2458) mask_dice 0.8367 (0.8444) mem 21941MB +[2025-12-25 03:43:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1110/1573] eta 0:06:10 lr 0.000038 time 0.4212 (0.8008) loss 1315.2108 (1313.5404) grad_norm 218.6437 (263.6726) embed_mse 1314.1349 (1312.4501) mask_bce 0.2357 (0.2458) mask_dice 0.8402 (0.8445) mem 21941MB +[2025-12-25 03:43:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1120/1573] eta 0:06:02 lr 0.000038 time 1.2804 (0.7992) loss 1314.2163 (1313.5006) grad_norm 176.9566 (263.1759) embed_mse 1313.1309 (1312.4103) mask_bce 0.2423 (0.2458) mask_dice 0.8432 (0.8445) mem 21941MB +[2025-12-25 03:43:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1130/1573] eta 0:05:55 lr 0.000038 time 0.4273 (0.8024) loss 1354.9158 (1313.5578) grad_norm 167.1732 (262.4950) embed_mse 1353.8608 (1312.4676) mask_bce 0.1939 (0.2458) mask_dice 0.8610 (0.8445) mem 21941MB +[2025-12-25 03:43:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1140/1573] eta 0:05:46 lr 0.000038 time 0.4431 (0.7992) loss 1349.2236 (1313.5904) grad_norm 203.8003 (262.0816) embed_mse 1348.1738 (1312.5003) mask_bce 0.2064 (0.2457) mask_dice 0.8434 (0.8445) mem 21941MB +[2025-12-25 03:43:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1150/1573] eta 0:05:36 lr 0.000038 time 0.4487 (0.7964) loss 1241.1827 (1313.4950) grad_norm 190.3068 (261.5797) embed_mse 1240.0844 (1312.4048) mask_bce 0.2700 (0.2457) mask_dice 0.8283 (0.8445) mem 21941MB +[2025-12-25 03:43:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1160/1573] eta 0:05:28 lr 0.000038 time 0.4206 (0.7942) loss 1329.0872 (1313.3736) grad_norm 166.3927 (262.5822) embed_mse 1328.0195 (1312.2835) mask_bce 0.2113 (0.2457) mask_dice 0.8564 (0.8444) mem 21941MB +[2025-12-25 03:43:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1170/1573] eta 0:05:20 lr 0.000038 time 0.4291 (0.7953) loss 1307.5286 (1313.4893) grad_norm 324.1237 (263.0038) embed_mse 1306.3929 (1312.3992) mask_bce 0.3310 (0.2457) mask_dice 0.8046 (0.8444) mem 21941MB +[2025-12-25 03:43:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1180/1573] eta 0:05:12 lr 0.000038 time 0.4269 (0.7950) loss 1310.1136 (1313.4123) grad_norm 201.1945 (262.5833) embed_mse 1309.0396 (1312.3222) mask_bce 0.2306 (0.2457) mask_dice 0.8435 (0.8444) mem 21941MB +[2025-12-25 03:44:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1190/1573] eta 0:05:05 lr 0.000038 time 0.9839 (0.7968) loss 1338.8362 (1313.2966) grad_norm 257.7672 (262.5507) embed_mse 1337.7507 (1312.2065) mask_bce 0.2236 (0.2457) mask_dice 0.8618 (0.8444) mem 21941MB +[2025-12-25 03:44:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1200/1573] eta 0:04:56 lr 0.000038 time 0.4245 (0.7953) loss 1331.2961 (1313.2455) grad_norm 248.2407 (261.7463) embed_mse 1330.2330 (1312.1554) mask_bce 0.1878 (0.2457) mask_dice 0.8753 (0.8444) mem 21941MB +[2025-12-25 03:44:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1210/1573] eta 0:04:50 lr 0.000038 time 0.4439 (0.7991) loss 1316.7407 (1313.1470) grad_norm 309.4662 (262.0623) embed_mse 1315.6299 (1312.0569) mask_bce 0.2475 (0.2457) mask_dice 0.8634 (0.8444) mem 21941MB +[2025-12-25 03:44:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1220/1573] eta 0:04:43 lr 0.000038 time 0.4247 (0.8034) loss 1341.2570 (1313.1711) grad_norm 201.5880 (261.6645) embed_mse 1340.1350 (1312.0810) mask_bce 0.2683 (0.2457) mask_dice 0.8537 (0.8444) mem 21941MB +[2025-12-25 03:44:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1230/1573] eta 0:04:34 lr 0.000038 time 0.4289 (0.8007) loss 1339.6077 (1313.2296) grad_norm 239.5659 (261.5200) embed_mse 1338.5280 (1312.1395) mask_bce 0.2189 (0.2456) mask_dice 0.8607 (0.8444) mem 21941MB +[2025-12-25 03:45:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1240/1573] eta 0:04:28 lr 0.000038 time 0.4213 (0.8067) loss 1272.7791 (1313.1249) grad_norm 208.5325 (260.9076) embed_mse 1271.7153 (1312.0350) mask_bce 0.1857 (0.2455) mask_dice 0.8780 (0.8445) mem 21941MB +[2025-12-25 03:45:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1250/1573] eta 0:04:20 lr 0.000038 time 0.4446 (0.8080) loss 1281.8130 (1313.1525) grad_norm 341.8030 (261.4261) embed_mse 1280.7385 (1312.0627) mask_bce 0.2180 (0.2453) mask_dice 0.8565 (0.8445) mem 21941MB +[2025-12-25 03:45:16 geometry_finetune_default] 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INFO Train: [9/30][1420/1573] eta 0:02:05 lr 0.000038 time 0.4280 (0.8224) loss 1309.4700 (1313.1207) grad_norm 196.2036 (261.3932) embed_mse 1308.3490 (1312.0310) mask_bce 0.2887 (0.2452) mask_dice 0.8322 (0.8445) mem 21941MB +[2025-12-25 03:47:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1430/1573] eta 0:01:57 lr 0.000038 time 0.4239 (0.8206) loss 1308.2931 (1313.0744) grad_norm 258.9198 (261.3793) embed_mse 1307.2217 (1311.9848) mask_bce 0.2296 (0.2452) mask_dice 0.8419 (0.8444) mem 21941MB +[2025-12-25 03:48:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1440/1573] eta 0:01:49 lr 0.000038 time 0.4448 (0.8250) loss 1278.7794 (1312.9914) grad_norm 249.0131 (261.0386) embed_mse 1277.6525 (1311.9017) mask_bce 0.3086 (0.2452) mask_dice 0.8183 (0.8444) mem 21941MB +[2025-12-25 03:48:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1450/1573] eta 0:01:41 lr 0.000038 time 0.4459 (0.8240) loss 1309.0945 (1312.8991) grad_norm 210.6675 (260.7603) embed_mse 1308.0233 (1311.8095) mask_bce 0.2216 (0.2451) mask_dice 0.8495 (0.8444) mem 21941MB +[2025-12-25 03:48:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1460/1573] eta 0:01:33 lr 0.000038 time 0.4377 (0.8252) loss 1256.6082 (1312.7741) grad_norm 227.4959 (260.5775) embed_mse 1255.5299 (1311.6846) mask_bce 0.2195 (0.2451) mask_dice 0.8588 (0.8444) mem 21941MB +[2025-12-25 03:48:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1470/1573] eta 0:01:25 lr 0.000038 time 0.4176 (0.8253) loss 1339.6254 (1312.7890) grad_norm 263.4681 (260.5933) embed_mse 1338.7123 (1311.6997) mask_bce 0.1469 (0.2450) mask_dice 0.7662 (0.8444) mem 21941MB +[2025-12-25 03:48:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1480/1573] eta 0:01:16 lr 0.000038 time 0.4375 (0.8246) loss 1307.4191 (1312.8692) grad_norm 245.0879 (260.3255) embed_mse 1306.2979 (1311.7800) mask_bce 0.2812 (0.2449) mask_dice 0.8400 (0.8444) mem 21941MB +[2025-12-25 03:48:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1490/1573] eta 0:01:08 lr 0.000038 time 0.4320 (0.8242) loss 1328.3823 (1312.9077) grad_norm 357.9085 (260.8501) embed_mse 1327.2587 (1311.8184) mask_bce 0.2852 (0.2448) mask_dice 0.8385 (0.8444) mem 21941MB +[2025-12-25 03:49:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1500/1573] eta 0:01:00 lr 0.000038 time 0.4194 (0.8283) loss 1277.1942 (1312.9873) grad_norm 299.1295 (261.0548) embed_mse 1276.1031 (1311.8981) mask_bce 0.2404 (0.2448) mask_dice 0.8506 (0.8444) mem 21941MB +[2025-12-25 03:49:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1510/1573] eta 0:00:52 lr 0.000038 time 0.4196 (0.8257) loss 1372.5255 (1313.0241) grad_norm 162.4769 (260.5305) embed_mse 1371.4669 (1311.9349) mask_bce 0.1957 (0.2448) mask_dice 0.8629 (0.8444) mem 21941MB +[2025-12-25 03:49:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1520/1573] eta 0:00:44 lr 0.000038 time 0.4282 (0.8303) loss 1337.2972 (1313.1286) grad_norm 246.0765 (260.3060) embed_mse 1336.2108 (1312.0392) mask_bce 0.2460 (0.2449) mask_dice 0.8403 (0.8444) mem 21941MB +[2025-12-25 03:49:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1530/1573] eta 0:00:35 lr 0.000038 time 0.4248 (0.8277) loss 1317.6523 (1313.1746) grad_norm 273.0718 (260.3728) embed_mse 1316.5140 (1312.0852) mask_bce 0.3093 (0.2450) mask_dice 0.8290 (0.8444) mem 21941MB +[2025-12-25 03:49:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1540/1573] eta 0:00:27 lr 0.000038 time 0.4569 (0.8311) loss 1348.9562 (1313.2107) grad_norm 293.0568 (260.5431) embed_mse 1347.8497 (1312.1213) mask_bce 0.2804 (0.2450) mask_dice 0.8260 (0.8444) mem 21941MB +[2025-12-25 03:49:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1550/1573] eta 0:00:19 lr 0.000038 time 0.4385 (0.8300) loss 1300.6459 (1313.2772) grad_norm 350.3529 (261.0084) embed_mse 1299.5835 (1312.1878) mask_bce 0.1944 (0.2449) mask_dice 0.8681 (0.8444) mem 21941MB +[2025-12-25 03:49:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1560/1573] eta 0:00:10 lr 0.000038 time 0.4249 (0.8293) loss 1335.1615 (1313.3349) grad_norm 197.9936 (260.6638) embed_mse 1334.0968 (1312.2455) mask_bce 0.2190 (0.2450) mask_dice 0.8457 (0.8444) mem 21941MB +[2025-12-25 03:50:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1570/1573] eta 0:00:02 lr 0.000038 time 2.7195 (0.8298) loss 1295.4862 (1313.3263) grad_norm 183.0181 (260.2677) embed_mse 1294.4264 (1312.2368) mask_bce 0.2011 (0.2451) mask_dice 0.8588 (0.8444) mem 21941MB +[2025-12-25 03:50:05 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 9 training takes 0:21:44 +[2025-12-25 03:50:05 geometry_finetune_default] (utils.py 296): INFO output_geometry_finetune/es_rv_m/ckpt_epoch_9.pth saving...... +[2025-12-25 03:56:01 geometry_finetune_default] (utils.py 298): INFO output_geometry_finetune/es_rv_m/ckpt_epoch_9.pth saved !!! +[2025-12-25 03:56:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][0/1573] eta 3:07:44 lr 0.000038 time 7.1614 (7.1614) loss 1361.0266 (1361.0266) grad_norm 0.0000 (0.0000) embed_mse 1359.9076 (1359.9076) mask_bce 0.2870 (0.2870) mask_dice 0.8321 (0.8321) mem 21941MB +[2025-12-25 03:56:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][10/1573] eta 0:41:35 lr 0.000038 time 0.4268 (1.5969) loss 1323.5652 (1302.9690) grad_norm 344.8535 (344.8535) embed_mse 1322.4938 (1301.8764) mask_bce 0.2196 (0.2528) mask_dice 0.8518 (0.8399) mem 21941MB +[2025-12-25 03:56:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][20/1573] eta 0:30:33 lr 0.000038 time 0.4671 (1.1807) loss 1368.0044 (1315.1171) grad_norm 186.1149 (265.4842) embed_mse 1366.8726 (1314.0307) mask_bce 0.2854 (0.2447) mask_dice 0.8464 (0.8417) mem 21941MB +[2025-12-25 03:56:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][30/1573] eta 0:29:04 lr 0.000038 time 1.1347 (1.1305) loss 1293.3661 (1315.7185) grad_norm 257.9612 (262.9766) embed_mse 1292.3037 (1314.6346) mask_bce 0.2080 (0.2401) mask_dice 0.8543 (0.8438) mem 21941MB +[2025-12-25 03:56:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][40/1573] eta 0:28:14 lr 0.000038 time 0.4460 (1.1056) loss 1321.6766 (1317.5633) grad_norm 223.2533 (248.5533) embed_mse 1320.5582 (1316.4782) mask_bce 0.2799 (0.2397) mask_dice 0.8385 (0.8454) mem 21941MB +[2025-12-25 03:56:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][50/1573] eta 0:25:00 lr 0.000038 time 0.4169 (0.9854) loss 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(1319.1619) mask_bce 0.2520 (0.2436) mask_dice 0.8251 (0.8455) mem 21941MB +[2025-12-25 03:57:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][90/1573] eta 0:20:12 lr 0.000038 time 0.4217 (0.8178) loss 1326.8413 (1321.9034) grad_norm 271.0758 (251.0608) embed_mse 1325.7507 (1320.8149) mask_bce 0.2678 (0.2436) mask_dice 0.8228 (0.8449) mem 21941MB +[2025-12-25 03:57:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][100/1573] eta 0:20:33 lr 0.000038 time 0.4291 (0.8371) loss 1338.4263 (1320.3513) grad_norm 163.8928 (243.7968) embed_mse 1337.3138 (1319.2635) mask_bce 0.2790 (0.2430) mask_dice 0.8333 (0.8447) mem 21941MB +[2025-12-25 03:57:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][110/1573] eta 0:21:34 lr 0.000038 time 6.9947 (0.8847) loss 1344.1383 (1319.4118) grad_norm 345.2698 (251.6024) embed_mse 1343.0695 (1318.3248) mask_bce 0.2175 (0.2424) mask_dice 0.8513 (0.8447) mem 21941MB +[2025-12-25 03:57:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][120/1573] eta 0:20:31 lr 0.000038 time 0.4369 (0.8475) loss 1257.3112 (1318.0323) grad_norm 196.3453 (252.3421) embed_mse 1256.2557 (1316.9438) mask_bce 0.1798 (0.2436) mask_dice 0.8756 (0.8449) mem 21941MB +[2025-12-25 03:57:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][130/1573] eta 0:20:21 lr 0.000037 time 0.7257 (0.8464) loss 1250.5905 (1319.1590) grad_norm 412.4972 (262.3517) embed_mse 1249.5122 (1318.0713) mask_bce 0.2441 (0.2430) mask_dice 0.8341 (0.8448) mem 21941MB +[2025-12-25 03:57:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][140/1573] eta 0:19:43 lr 0.000037 time 0.4385 (0.8257) loss 1282.7959 (1319.2830) grad_norm 246.8036 (261.4372) embed_mse 1281.7374 (1318.1954) mask_bce 0.2128 (0.2428) mask_dice 0.8457 (0.8448) mem 21941MB +[2025-12-25 03:58:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][150/1573] eta 0:19:05 lr 0.000037 time 0.4231 (0.8046) loss 1280.9480 (1319.3263) grad_norm 414.6547 (269.9492) embed_mse 1279.8445 (1318.2385) mask_bce 0.2768 (0.2430) mask_dice 0.8267 (0.8448) mem 21941MB +[2025-12-25 03:58:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][160/1573] eta 0:18:32 lr 0.000037 time 0.4178 (0.7870) loss 1303.9445 (1318.5521) grad_norm 343.6106 (275.0765) embed_mse 1302.8660 (1317.4639) mask_bce 0.2476 (0.2431) mask_dice 0.8308 (0.8451) mem 21941MB +[2025-12-25 03:58:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][170/1573] eta 0:18:48 lr 0.000037 time 0.4186 (0.8046) loss 1269.9113 (1318.1055) grad_norm 273.7225 (275.0121) embed_mse 1268.8522 (1317.0169) mask_bce 0.2160 (0.2439) mask_dice 0.8430 (0.8447) mem 21941MB +[2025-12-25 03:58:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][180/1573] eta 0:18:49 lr 0.000037 time 0.4549 (0.8105) loss 1286.8425 (1318.5987) grad_norm 157.2992 (269.6615) embed_mse 1285.7507 (1317.5096) mask_bce 0.2526 (0.2439) mask_dice 0.8392 (0.8451) mem 21941MB +[2025-12-25 03:58:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][190/1573] eta 0:18:16 lr 0.000037 time 0.4202 (0.7930) loss 1254.7578 (1317.6243) grad_norm 217.7269 (267.4034) embed_mse 1253.7092 (1316.5354) mask_bce 0.2211 (0.2442) mask_dice 0.8276 (0.8447) mem 21941MB +[2025-12-25 03:58:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][200/1573] eta 0:17:52 lr 0.000037 time 0.4173 (0.7810) loss 1317.4401 (1318.2950) grad_norm 184.7757 (265.5333) embed_mse 1316.3302 (1317.2062) mask_bce 0.2766 (0.2443) mask_dice 0.8332 (0.8445) mem 21941MB +[2025-12-25 03:58:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][210/1573] eta 0:17:48 lr 0.000037 time 0.4166 (0.7840) loss 1349.8049 (1318.0847) grad_norm 292.2694 (266.5616) embed_mse 1348.7378 (1316.9964) mask_bce 0.2237 (0.2436) mask_dice 0.8435 (0.8447) mem 21941MB +[2025-12-25 03:59:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][220/1573] eta 0:18:21 lr 0.000037 time 0.4265 (0.8142) loss 1252.0432 (1316.6715) grad_norm 314.6832 (268.3439) embed_mse 1250.9658 (1315.5835) mask_bce 0.2454 (0.2432) mask_dice 0.8320 (0.8447) mem 21941MB +[2025-12-25 03:59:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][230/1573] eta 0:17:55 lr 0.000037 time 0.4195 (0.8010) loss 1293.7418 (1316.5678) grad_norm 205.0094 (266.0819) embed_mse 1292.6434 (1315.4792) mask_bce 0.2370 (0.2439) mask_dice 0.8615 (0.8446) mem 21941MB +[2025-12-25 03:59:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][240/1573] eta 0:17:59 lr 0.000037 time 0.4208 (0.8101) loss 1444.7040 (1317.1338) grad_norm 283.9368 (264.4119) embed_mse 1443.6123 (1316.0454) mask_bce 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03:59:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][280/1573] eta 0:17:56 lr 0.000037 time 0.4179 (0.8325) loss 1340.6127 (1317.0790) grad_norm 255.7481 (262.8500) embed_mse 1339.5337 (1315.9913) mask_bce 0.2320 (0.2426) mask_dice 0.8470 (0.8451) mem 21941MB +[2025-12-25 04:00:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][290/1573] eta 0:18:09 lr 0.000037 time 0.4581 (0.8488) loss 1238.9235 (1316.7576) grad_norm 436.1067 (267.6627) embed_mse 1237.8618 (1315.6700) mask_bce 0.2199 (0.2425) mask_dice 0.8418 (0.8451) mem 21941MB +[2025-12-25 04:00:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][300/1573] eta 0:17:43 lr 0.000037 time 0.4252 (0.8352) loss 1375.0284 (1317.4223) grad_norm 301.2437 (268.5703) embed_mse 1373.9285 (1316.3349) mask_bce 0.2699 (0.2421) mask_dice 0.8301 (0.8453) mem 21941MB +[2025-12-25 04:00:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][310/1573] eta 0:17:42 lr 0.000037 time 2.9023 (0.8412) loss 1337.1786 (1317.7127) grad_norm 157.4903 (265.6471) embed_mse 1336.0979 (1316.6256) mask_bce 0.2177 (0.2416) mask_dice 0.8630 (0.8455) mem 21941MB +[2025-12-25 04:00:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][320/1573] eta 0:17:17 lr 0.000037 time 0.4182 (0.8283) loss 1317.7766 (1317.8678) grad_norm 277.3278 (265.1955) embed_mse 1316.7172 (1316.7808) mask_bce 0.1991 (0.2411) mask_dice 0.8604 (0.8459) mem 21941MB +[2025-12-25 04:00:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][330/1573] eta 0:16:56 lr 0.000037 time 0.6409 (0.8179) loss 1358.5581 (1317.2536) grad_norm 310.0190 (266.2888) embed_mse 1357.4869 (1316.1663) mask_bce 0.2268 (0.2414) mask_dice 0.8443 (0.8458) mem 21941MB +[2025-12-25 04:00:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][340/1573] eta 0:16:46 lr 0.000037 time 0.4280 (0.8162) loss 1372.7321 (1316.9818) grad_norm 185.4716 (264.3645) embed_mse 1371.6456 (1315.8944) mask_bce 0.2462 (0.2415) mask_dice 0.8402 (0.8459) mem 21941MB +[2025-12-25 04:00:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][350/1573] eta 0:16:44 lr 0.000037 time 0.4219 (0.8215) loss 1336.1180 (1316.7403) grad_norm 174.8804 (262.2835) embed_mse 1335.0035 (1315.6528) mask_bce 0.2909 (0.2418) mask_dice 0.8237 (0.8457) mem 21941MB +[2025-12-25 04:00:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][360/1573] eta 0:16:23 lr 0.000037 time 0.4595 (0.8111) loss 1408.7084 (1316.7366) grad_norm 156.7896 (258.1106) embed_mse 1407.5969 (1315.6488) mask_bce 0.2728 (0.2422) mask_dice 0.8387 (0.8455) mem 21941MB +[2025-12-25 04:00:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][370/1573] eta 0:16:03 lr 0.000037 time 0.4199 (0.8010) loss 1311.2223 (1316.9667) grad_norm 209.5721 (257.0554) embed_mse 1310.1492 (1315.8790) mask_bce 0.2155 (0.2422) mask_dice 0.8577 (0.8455) mem 21941MB +[2025-12-25 04:01:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][380/1573] eta 0:16:18 lr 0.000037 time 0.4236 (0.8199) loss 1268.6344 (1316.5224) grad_norm 255.2215 (257.0164) embed_mse 1267.5470 (1315.4348) mask_bce 0.2449 (0.2420) mask_dice 0.8425 (0.8456) mem 21941MB +[2025-12-25 04:01:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][390/1573] eta 0:15:58 lr 0.000037 time 0.4202 (0.8099) loss 1296.5848 (1316.7653) grad_norm 159.9610 (254.9944) embed_mse 1295.5126 (1315.6776) mask_bce 0.2328 (0.2421) mask_dice 0.8395 (0.8456) mem 21941MB +[2025-12-25 04:01:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][400/1573] eta 0:15:56 lr 0.000037 time 0.4180 (0.8152) loss 1362.1144 (1316.8326) grad_norm 294.7865 (256.4151) embed_mse 1361.0408 (1315.7447) mask_bce 0.2277 (0.2422) mask_dice 0.8460 (0.8458) mem 21941MB +[2025-12-25 04:01:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][410/1573] eta 0:16:01 lr 0.000037 time 0.4300 (0.8269) loss 1333.4949 (1316.9891) grad_norm 404.3917 (259.3167) embed_mse 1332.4398 (1315.9012) mask_bce 0.1964 (0.2421) mask_dice 0.8587 (0.8458) mem 21941MB +[2025-12-25 04:01:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][420/1573] eta 0:15:42 lr 0.000037 time 0.4157 (0.8174) loss 1358.3597 (1317.3468) grad_norm 201.3989 (258.2029) embed_mse 1357.2863 (1316.2587) mask_bce 0.2257 (0.2425) mask_dice 0.8478 (0.8456) mem 21941MB +[2025-12-25 04:01:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][430/1573] eta 0:15:31 lr 0.000037 time 0.4187 (0.8153) loss 1267.0948 (1316.9486) grad_norm 386.7397 (260.6281) embed_mse 1266.0415 (1315.8606) mask_bce 0.2196 (0.2423) mask_dice 0.8337 (0.8458) mem 21941MB +[2025-12-25 04:02:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][440/1573] eta 0:15:25 lr 0.000037 time 0.4205 (0.8169) loss 1339.2971 (1317.2727) grad_norm 191.0170 (258.2792) embed_mse 1338.2194 (1316.1846) mask_bce 0.2593 (0.2424) mask_dice 0.8185 (0.8458) mem 21941MB +[2025-12-25 04:02:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][450/1573] eta 0:15:11 lr 0.000037 time 1.7916 (0.8114) loss 1292.5532 (1317.2366) grad_norm 215.3761 (257.5131) embed_mse 1291.4873 (1316.1483) mask_bce 0.2121 (0.2425) mask_dice 0.8538 (0.8459) mem 21941MB +[2025-12-25 04:02:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][460/1573] eta 0:14:54 lr 0.000037 time 0.4224 (0.8033) loss 1308.6189 (1317.3380) grad_norm 172.0490 (256.0137) embed_mse 1307.5427 (1316.2498) mask_bce 0.2391 (0.2423) mask_dice 0.8370 (0.8459) mem 21941MB +[2025-12-25 04:02:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][470/1573] eta 0:14:49 lr 0.000037 time 0.4227 (0.8065) loss 1297.7938 (1317.0477) grad_norm 157.7912 (254.3202) embed_mse 1296.7083 (1315.9596) mask_bce 0.2505 (0.2423) mask_dice 0.8351 (0.8458) mem 21941MB +[2025-12-25 04:02:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][480/1573] eta 0:14:43 lr 0.000037 time 0.4249 (0.8083) loss 1302.0530 (1316.9326) grad_norm 187.9804 (255.6668) embed_mse 1300.9689 (1315.8443) mask_bce 0.2604 (0.2423) mask_dice 0.8237 (0.8459) mem 21941MB +[2025-12-25 04:02:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][490/1573] eta 0:14:40 lr 0.000037 time 3.5133 (0.8132) loss 1324.6938 (1317.1026) grad_norm 296.9427 (256.3434) embed_mse 1323.6138 (1316.0144) mask_bce 0.2175 (0.2424) mask_dice 0.8626 (0.8459) mem 21941MB +[2025-12-25 04:02:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][500/1573] eta 0:14:32 lr 0.000037 time 0.4247 (0.8130) loss 1357.5670 (1317.2612) grad_norm 234.2402 (255.9869) embed_mse 1356.4799 (1316.1730) mask_bce 0.2344 (0.2423) mask_dice 0.8528 (0.8458) mem 21941MB +[2025-12-25 04:02:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][510/1573] eta 0:14:19 lr 0.000037 time 0.4337 (0.8081) loss 1306.1245 (1317.2127) grad_norm 164.5811 (254.5360) embed_mse 1305.0398 (1316.1244) mask_bce 0.2471 (0.2426) mask_dice 0.8376 (0.8457) mem 21941MB +[2025-12-25 04:03:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][520/1573] eta 0:14:13 lr 0.000037 time 4.2389 (0.8109) loss 1270.3103 (1317.2103) grad_norm 246.1284 (252.9787) embed_mse 1269.2021 (1316.1220) mask_bce 0.2616 (0.2426) mask_dice 0.8465 (0.8456) mem 21941MB +[2025-12-25 04:03:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][530/1573] eta 0:13:59 lr 0.000037 time 0.4243 (0.8051) loss 1211.1769 (1316.9377) grad_norm 211.9475 (252.3570) embed_mse 1210.1085 (1315.8497) mask_bce 0.2128 (0.2423) mask_dice 0.8556 (0.8457) mem 21941MB +[2025-12-25 04:03:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][540/1573] eta 0:13:44 lr 0.000037 time 0.4435 (0.7981) loss 1340.8081 (1316.8867) grad_norm 355.7841 (253.9007) embed_mse 1339.7070 (1315.7987) mask_bce 0.2575 (0.2423) mask_dice 0.8435 (0.8456) mem 21941MB +[2025-12-25 04:03:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][550/1573] eta 0:13:44 lr 0.000037 time 0.4232 (0.8060) loss 1316.9592 (1316.6002) grad_norm 164.5801 (252.5871) embed_mse 1315.8229 (1315.5120) mask_bce 0.2878 (0.2427) mask_dice 0.8485 (0.8455) mem 21941MB +[2025-12-25 04:03:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][560/1573] eta 0:13:32 lr 0.000037 time 0.4208 (0.8017) loss 1299.5083 (1316.6385) grad_norm 360.8028 (253.6063) embed_mse 1298.4056 (1315.5502) mask_bce 0.2506 (0.2426) mask_dice 0.8520 (0.8456) mem 21941MB +[2025-12-25 04:03:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][570/1573] eta 0:13:19 lr 0.000037 time 0.4271 (0.7970) loss 1360.1814 (1316.4159) grad_norm 204.1109 (252.9092) embed_mse 1359.1313 (1315.3276) mask_bce 0.1644 (0.2425) mask_dice 0.8856 (0.8458) mem 21941MB +[2025-12-25 04:03:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][580/1573] eta 0:13:11 lr 0.000037 time 0.4354 (0.7976) loss 1359.9990 (1316.6895) grad_norm 277.5139 (253.2509) embed_mse 1358.9338 (1315.6014) mask_bce 0.2107 (0.2424) mask_dice 0.8545 (0.8458) mem 21941MB +[2025-12-25 04:03:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][590/1573] eta 0:13:08 lr 0.000037 time 0.4244 (0.8026) loss 1288.5944 (1316.5792) grad_norm 290.4588 (253.7607) embed_mse 1287.4762 (1315.4908) mask_bce 0.2803 (0.2426) mask_dice 0.8379 (0.8458) mem 21941MB +[2025-12-25 04:04:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][600/1573] eta 0:12:59 lr 0.000037 time 0.4450 (0.8008) loss 1352.1870 (1316.5242) grad_norm 198.9146 (251.8409) embed_mse 1351.0817 (1315.4361) mask_bce 0.2467 (0.2424) mask_dice 0.8586 (0.8458) mem 21941MB +[2025-12-25 04:04:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][610/1573] eta 0:12:45 lr 0.000037 time 0.4254 (0.7949) loss 1305.8859 (1316.1455) grad_norm 260.3372 (251.9527) embed_mse 1304.7957 (1315.0572) mask_bce 0.2477 (0.2426) mask_dice 0.8425 (0.8456) mem 21941MB +[2025-12-25 04:04:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][620/1573] eta 0:12:35 lr 0.000037 time 0.4271 (0.7928) loss 1385.4329 (1316.0900) grad_norm 237.4251 (251.7641) embed_mse 1384.3440 (1315.0017) mask_bce 0.2608 (0.2428) mask_dice 0.8280 (0.8455) mem 21941MB +[2025-12-25 04:04:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][630/1573] eta 0:12:29 lr 0.000037 time 0.4397 (0.7946) loss 1333.1050 (1316.4372) grad_norm 191.7681 (250.9949) embed_mse 1332.0161 (1315.3490) mask_bce 0.2249 (0.2425) mask_dice 0.8639 (0.8457) mem 21941MB +[2025-12-25 04:04:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][640/1573] eta 0:12:17 lr 0.000037 time 0.4220 (0.7904) loss 1338.5046 (1316.8204) grad_norm 264.3026 (250.4440) embed_mse 1337.4303 (1315.7318) mask_bce 0.2223 (0.2429) mask_dice 0.8521 (0.8457) mem 21941MB +[2025-12-25 04:04:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][650/1573] eta 0:12:11 lr 0.000037 time 0.4486 (0.7929) loss 1336.7045 (1316.8766) grad_norm 241.8343 (250.3378) embed_mse 1335.5861 (1315.7883) mask_bce 0.2931 (0.2426) mask_dice 0.8253 (0.8457) mem 21941MB +[2025-12-25 04:04:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][660/1573] eta 0:12:04 lr 0.000037 time 0.4550 (0.7933) loss 1359.9631 (1316.9333) grad_norm 337.9934 (251.4067) embed_mse 1358.8685 (1315.8451) mask_bce 0.2230 (0.2425) mask_dice 0.8716 (0.8457) mem 21941MB +[2025-12-25 04:04:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][670/1573] eta 0:11:56 lr 0.000037 time 0.4199 (0.7938) loss 1316.8872 (1316.7233) grad_norm 204.8796 (250.8461) embed_mse 1315.7914 (1315.6349) mask_bce 0.2788 (0.2428) mask_dice 0.8170 (0.8456) mem 21941MB +[2025-12-25 04:05:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][680/1573] eta 0:11:47 lr 0.000037 time 0.4200 (0.7925) loss 1252.9025 (1316.6814) grad_norm 195.1356 (251.0957) embed_mse 1251.8195 (1315.5929) mask_bce 0.2557 (0.2430) mask_dice 0.8272 (0.8455) mem 21941MB +[2025-12-25 04:05:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][690/1573] eta 0:11:37 lr 0.000037 time 1.4136 (0.7899) loss 1317.8412 (1316.7475) grad_norm 169.6160 (250.1483) embed_mse 1316.7635 (1315.6593) mask_bce 0.2419 (0.2427) mask_dice 0.8358 (0.8455) mem 21941MB +[2025-12-25 04:05:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][700/1573] eta 0:11:33 lr 0.000037 time 0.4207 (0.7944) loss 1292.2893 (1316.6237) grad_norm 267.8605 (250.3519) embed_mse 1291.1836 (1315.5354) mask_bce 0.2499 (0.2428) mask_dice 0.8559 (0.8455) mem 21941MB +[2025-12-25 04:05:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][710/1573] eta 0:11:25 lr 0.000037 time 3.3112 (0.7947) loss 1320.9587 (1316.3419) grad_norm 359.0095 (251.5866) embed_mse 1319.8748 (1315.2536) mask_bce 0.2311 (0.2429) mask_dice 0.8529 (0.8455) mem 21941MB +[2025-12-25 04:05:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][720/1573] eta 0:11:17 lr 0.000037 time 0.4227 (0.7938) loss 1290.7886 (1316.0999) grad_norm 189.7635 (251.4617) embed_mse 1289.6897 (1315.0115) mask_bce 0.2672 (0.2431) mask_dice 0.8316 (0.8453) mem 21941MB +[2025-12-25 04:05:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][730/1573] eta 0:11:07 lr 0.000037 time 0.4204 (0.7914) loss 1319.8112 (1315.6175) grad_norm 150.9498 (250.3572) embed_mse 1318.7070 (1314.5292) mask_bce 0.2565 (0.2432) mask_dice 0.8476 (0.8451) mem 21941MB +[2025-12-25 04:05:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][740/1573] eta 0:11:00 lr 0.000037 time 0.4234 (0.7924) loss 1229.6411 (1315.4228) grad_norm 371.3571 (251.6724) embed_mse 1228.5461 (1314.3345) mask_bce 0.2838 (0.2432) mask_dice 0.8112 (0.8451) mem 21941MB +[2025-12-25 04:05:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][750/1573] eta 0:10:49 lr 0.000037 time 0.4713 (0.7889) loss 1292.0254 (1315.2438) grad_norm 189.4788 (251.0036) embed_mse 1290.9569 (1314.1555) mask_bce 0.2143 (0.2433) mask_dice 0.8541 (0.8450) mem 21941MB +[2025-12-25 04:06:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][760/1573] eta 0:10:47 lr 0.000037 time 0.4218 (0.7969) loss 1319.3026 (1315.1002) grad_norm 301.8269 (251.0094) embed_mse 1318.2123 (1314.0118) mask_bce 0.2470 (0.2435) mask_dice 0.8433 (0.8449) mem 21941MB +[2025-12-25 04:06:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][770/1573] eta 0:10:37 lr 0.000037 time 0.4241 (0.7933) loss 1252.9409 (1314.7440) grad_norm 302.0670 (251.5412) embed_mse 1251.8099 (1313.6555) mask_bce 0.2750 (0.2437) mask_dice 0.8559 (0.8449) mem 21941MB +[2025-12-25 04:06:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][780/1573] eta 0:10:34 lr 0.000037 time 0.4222 (0.8003) loss 1253.0718 (1314.4149) grad_norm 181.0510 (250.8145) embed_mse 1251.9880 (1313.3263) mask_bce 0.2395 (0.2437) mask_dice 0.8443 (0.8449) mem 21941MB +[2025-12-25 04:06:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][790/1573] eta 0:10:29 lr 0.000037 time 5.1589 (0.8035) loss 1290.2310 (1314.5012) grad_norm 189.9666 (250.1936) embed_mse 1289.1564 (1313.4127) mask_bce 0.2184 (0.2436) mask_dice 0.8562 (0.8448) mem 21941MB +[2025-12-25 04:06:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][800/1573] eta 0:10:20 lr 0.000037 time 0.4493 (0.8033) loss 1354.2440 (1314.4686) grad_norm 392.4553 (253.2987) embed_mse 1353.1656 (1313.3802) mask_bce 0.2293 (0.2436) mask_dice 0.8490 (0.8448) mem 21941MB +[2025-12-25 04:06:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][810/1573] eta 0:10:12 lr 0.000037 time 0.4218 (0.8022) loss 1262.7008 (1314.2766) grad_norm 220.6796 (252.9758) embed_mse 1261.5903 (1313.1882) mask_bce 0.2413 (0.2435) mask_dice 0.8691 (0.8448) mem 21941MB +[2025-12-25 04:06:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][820/1573] eta 0:10:01 lr 0.000037 time 0.4230 (0.7994) loss 1297.4484 (1314.4121) grad_norm 195.1942 (252.4093) embed_mse 1296.3850 (1313.3238) mask_bce 0.2280 (0.2435) mask_dice 0.8353 (0.8448) mem 21941MB +[2025-12-25 04:07:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][830/1573] eta 0:09:52 lr 0.000036 time 0.4306 (0.7971) loss 1293.5433 (1314.4013) grad_norm 201.3651 (251.9137) embed_mse 1292.4175 (1313.3131) mask_bce 0.2975 (0.2434) mask_dice 0.8284 (0.8448) mem 21941MB +[2025-12-25 04:07:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][840/1573] eta 0:09:47 lr 0.000036 time 0.4221 (0.8009) loss 1312.0680 (1314.3689) grad_norm 303.0367 (252.2130) embed_mse 1310.9709 (1313.2806) mask_bce 0.2863 (0.2435) mask_dice 0.8107 (0.8447) mem 21941MB +[2025-12-25 04:07:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][850/1573] eta 0:09:35 lr 0.000036 time 0.4220 (0.7966) loss 1342.3179 (1314.2471) grad_norm 303.3965 (252.6958) embed_mse 1341.2190 (1313.1589) mask_bce 0.2266 (0.2434) mask_dice 0.8723 (0.8448) mem 21941MB +[2025-12-25 04:07:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][860/1573] eta 0:09:31 lr 0.000036 time 0.4223 (0.8011) loss 1294.5206 (1314.2474) grad_norm 182.7809 (252.0424) embed_mse 1293.4191 (1313.1592) mask_bce 0.2820 (0.2433) mask_dice 0.8195 (0.8449) mem 21941MB +[2025-12-25 04:07:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][870/1573] eta 0:09:20 lr 0.000036 time 0.4196 (0.7967) loss 1269.5153 (1314.3363) grad_norm 185.3565 (251.4250) embed_mse 1268.4415 (1313.2480) mask_bce 0.2430 (0.2435) mask_dice 0.8306 (0.8449) mem 21941MB +[2025-12-25 04:07:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][880/1573] eta 0:09:12 lr 0.000036 time 0.4318 (0.7967) loss 1275.4071 (1314.1692) grad_norm 182.7588 (250.9900) embed_mse 1274.3136 (1313.0809) mask_bce 0.2639 (0.2435) mask_dice 0.8296 (0.8448) mem 21941MB +[2025-12-25 04:07:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][890/1573] eta 0:09:06 lr 0.000036 time 0.4183 (0.7999) loss 1329.5317 (1313.9358) grad_norm 240.4314 (250.8949) embed_mse 1328.4634 (1312.8476) mask_bce 0.1984 (0.2433) mask_dice 0.8701 (0.8449) mem 21941MB +[2025-12-25 04:08:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][900/1573] eta 0:09:00 lr 0.000036 time 0.4243 (0.8024) loss 1267.6688 (1314.0986) grad_norm 302.6482 (251.3570) embed_mse 1266.5923 (1313.0105) mask_bce 0.2133 (0.2432) mask_dice 0.8633 (0.8449) mem 21941MB +[2025-12-25 04:08:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][910/1573] eta 0:08:49 lr 0.000036 time 0.4195 (0.7982) loss 1341.5221 (1313.8858) grad_norm 230.6552 (251.1738) embed_mse 1340.4176 (1312.7978) mask_bce 0.2658 (0.2432) mask_dice 0.8387 (0.8449) mem 21941MB +[2025-12-25 04:08:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][920/1573] eta 0:08:43 lr 0.000036 time 0.5004 (0.8010) loss 1395.3529 (1313.9614) grad_norm 211.8117 (250.5191) embed_mse 1394.2761 (1312.8732) mask_bce 0.2170 (0.2432) mask_dice 0.8597 (0.8449) mem 21941MB +[2025-12-25 04:08:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][930/1573] eta 0:08:34 lr 0.000036 time 0.4230 (0.7995) loss 1305.9146 (1314.0469) grad_norm 297.8878 (250.9274) embed_mse 1304.7974 (1312.9586) mask_bce 0.3032 (0.2435) mask_dice 0.8140 (0.8447) mem 21941MB +[2025-12-25 04:08:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][940/1573] eta 0:08:25 lr 0.000036 time 0.4369 (0.7991) loss 1291.3068 (1314.2104) grad_norm 299.5749 (251.3432) embed_mse 1290.2256 (1313.1221) mask_bce 0.2746 (0.2437) mask_dice 0.8065 (0.8446) mem 21941MB +[2025-12-25 04:08:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][950/1573] eta 0:08:17 lr 0.000036 time 0.4222 (0.7989) loss 1286.0687 (1314.1358) grad_norm 355.6594 (252.2273) embed_mse 1284.9758 (1313.0475) mask_bce 0.2722 (0.2438) mask_dice 0.8209 (0.8446) mem 21941MB +[2025-12-25 04:08:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][960/1573] eta 0:08:10 lr 0.000036 time 0.4208 (0.8003) loss 1320.3009 (1314.2588) grad_norm 217.3336 (251.4196) embed_mse 1319.1576 (1313.1705) mask_bce 0.3040 (0.2438) mask_dice 0.8393 (0.8445) mem 21941MB +[2025-12-25 04:08:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][970/1573] eta 0:08:02 lr 0.000036 time 0.4236 (0.8000) loss 1307.3032 (1314.2141) grad_norm 252.8522 (251.4314) embed_mse 1306.2195 (1313.1257) mask_bce 0.2701 (0.2439) mask_dice 0.8137 (0.8445) mem 21941MB +[2025-12-25 04:09:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][980/1573] eta 0:07:52 lr 0.000036 time 0.4268 (0.7973) loss 1379.0167 (1314.2769) grad_norm 191.5176 (250.9403) embed_mse 1377.9529 (1313.1886) mask_bce 0.1879 (0.2439) mask_dice 0.8759 (0.8445) mem 21941MB +[2025-12-25 04:09:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][990/1573] eta 0:07:43 lr 0.000036 time 0.9237 (0.7942) loss 1371.4076 (1314.2439) grad_norm 217.2922 (250.6668) embed_mse 1370.3286 (1313.1556) mask_bce 0.2399 (0.2439) mask_dice 0.8391 (0.8445) mem 21941MB +[2025-12-25 04:09:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1000/1573] eta 0:07:35 lr 0.000036 time 0.4202 (0.7944) loss 1230.8214 (1314.1478) grad_norm 293.3617 (251.5124) embed_mse 1229.7614 (1313.0593) mask_bce 0.2169 (0.2441) mask_dice 0.8431 (0.8445) mem 21941MB +[2025-12-25 04:09:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1010/1573] eta 0:07:27 lr 0.000036 time 0.7794 (0.7955) loss 1323.2089 (1314.2232) grad_norm 243.4506 (251.4484) embed_mse 1322.1406 (1313.1347) mask_bce 0.2095 (0.2440) mask_dice 0.8587 (0.8445) mem 21941MB +[2025-12-25 04:09:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1020/1573] eta 0:07:18 lr 0.000036 time 0.4155 (0.7925) loss 1310.9512 (1314.0718) grad_norm 261.5208 (251.5277) embed_mse 1309.8785 (1312.9834) mask_bce 0.2314 (0.2439) mask_dice 0.8412 (0.8445) mem 21941MB +[2025-12-25 04:09:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1030/1573] eta 0:07:09 lr 0.000036 time 0.4192 (0.7912) loss 1293.9835 (1313.9546) grad_norm 227.0692 (251.3366) embed_mse 1292.9207 (1312.8659) mask_bce 0.2144 (0.2442) mask_dice 0.8485 (0.8445) mem 21941MB +[2025-12-25 04:09:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1040/1573] eta 0:07:02 lr 0.000036 time 0.4243 (0.7923) loss 1330.8358 (1314.2289) grad_norm 386.1850 (252.1093) embed_mse 1329.7661 (1313.1402) mask_bce 0.1828 (0.2441) mask_dice 0.8868 (0.8446) mem 21941MB +[2025-12-25 04:09:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1050/1573] eta 0:06:55 lr 0.000036 time 2.6581 (0.7940) loss 1295.5023 (1314.1415) grad_norm 244.2572 (252.0494) embed_mse 1294.4061 (1313.0527) mask_bce 0.2552 (0.2443) mask_dice 0.8411 (0.8445) mem 21941MB +[2025-12-25 04:10:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1060/1573] eta 0:06:47 lr 0.000036 time 0.4246 (0.7936) loss 1308.8983 (1314.2496) grad_norm 174.8190 (251.4643) embed_mse 1307.8357 (1313.1609) mask_bce 0.2059 (0.2443) mask_dice 0.8568 (0.8445) mem 21941MB +[2025-12-25 04:10:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1070/1573] eta 0:06:38 lr 0.000036 time 0.4235 (0.7920) loss 1390.8954 (1314.3524) grad_norm 176.5360 (250.9009) embed_mse 1389.7974 (1313.2636) mask_bce 0.2552 (0.2442) mask_dice 0.8427 (0.8445) mem 21941MB +[2025-12-25 04:10:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1080/1573] eta 0:06:28 lr 0.000036 time 0.4629 (0.7890) loss 1336.6963 (1314.3717) grad_norm 273.4319 (251.0360) embed_mse 1335.6136 (1313.2831) mask_bce 0.2327 (0.2440) mask_dice 0.8499 (0.8446) mem 21941MB +[2025-12-25 04:10:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1090/1573] eta 0:06:20 lr 0.000036 time 0.4163 (0.7878) loss 1357.4844 (1314.3994) grad_norm 494.9297 (252.8294) embed_mse 1356.4211 (1313.3109) mask_bce 0.1822 (0.2438) mask_dice 0.8810 (0.8446) mem 21941MB +[2025-12-25 04:10:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1100/1573] eta 0:06:12 lr 0.000036 time 0.4212 (0.7875) loss 1342.9183 (1314.5330) grad_norm 263.0295 (252.9039) embed_mse 1341.8356 (1313.4445) mask_bce 0.2157 (0.2438) mask_dice 0.8670 (0.8446) mem 21941MB +[2025-12-25 04:10:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1110/1573] eta 0:06:04 lr 0.000036 time 0.4416 (0.7873) loss 1326.7485 (1314.4376) grad_norm 183.7165 (252.4025) embed_mse 1325.6760 (1313.3492) mask_bce 0.2063 (0.2436) mask_dice 0.8663 (0.8447) mem 21941MB +[2025-12-25 04:10:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1120/1573] eta 0:05:56 lr 0.000036 time 0.4205 (0.7859) loss 1272.6034 (1314.5041) grad_norm 277.8487 (253.0683) embed_mse 1271.5623 (1313.4158) mask_bce 0.1818 (0.2435) mask_dice 0.8594 (0.8448) mem 21941MB +[2025-12-25 04:10:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1130/1573] eta 0:05:46 lr 0.000036 time 0.4245 (0.7827) loss 1295.9133 (1314.4258) grad_norm 176.1962 (252.5231) embed_mse 1294.8326 (1313.3374) mask_bce 0.2336 (0.2436) mask_dice 0.8470 (0.8448) mem 21941MB +[2025-12-25 04:10:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1140/1573] eta 0:05:38 lr 0.000036 time 0.4212 (0.7829) loss 1296.8325 (1314.5259) grad_norm 430.4258 (253.7759) embed_mse 1295.7496 (1313.4375) mask_bce 0.2322 (0.2437) mask_dice 0.8507 (0.8447) mem 21941MB +[2025-12-25 04:11:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1150/1573] eta 0:05:30 lr 0.000036 time 0.4200 (0.7819) loss 1321.0992 (1314.5785) grad_norm 493.5458 (255.4526) embed_mse 1320.0123 (1313.4902) mask_bce 0.2215 (0.2436) mask_dice 0.8653 (0.8447) mem 21941MB +[2025-12-25 04:11:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1160/1573] eta 0:05:24 lr 0.000036 time 1.8742 (0.7859) loss 1288.9215 (1314.5839) grad_norm 311.3971 (255.3728) embed_mse 1287.8320 (1313.4956) mask_bce 0.2582 (0.2437) mask_dice 0.8313 (0.8446) mem 21941MB +[2025-12-25 04:11:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1170/1573] eta 0:05:15 lr 0.000036 time 0.4189 (0.7840) loss 1233.4698 (1314.4027) grad_norm 271.8491 (255.4856) embed_mse 1232.3807 (1313.3145) mask_bce 0.2766 (0.2436) mask_dice 0.8125 (0.8446) mem 21941MB +[2025-12-25 04:11:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1180/1573] eta 0:05:07 lr 0.000036 time 0.4277 (0.7827) loss 1261.2017 (1314.0895) grad_norm 264.9190 (255.5498) embed_mse 1260.1094 (1313.0013) mask_bce 0.2673 (0.2435) mask_dice 0.8250 (0.8446) mem 21941MB +[2025-12-25 04:11:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1190/1573] eta 0:04:59 lr 0.000036 time 0.4205 (0.7827) loss 1262.1561 (1313.9134) grad_norm 254.2147 (255.5408) embed_mse 1261.0830 (1312.8254) mask_bce 0.2313 (0.2435) mask_dice 0.8418 (0.8446) mem 21941MB +[2025-12-25 04:11:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1200/1573] eta 0:04:50 lr 0.000036 time 0.4691 (0.7797) loss 1278.8145 (1314.0677) grad_norm 349.7445 (256.6212) embed_mse 1277.7496 (1312.9796) mask_bce 0.2287 (0.2435) mask_dice 0.8361 (0.8446) mem 21941MB +[2025-12-25 04:11:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1210/1573] eta 0:04:42 lr 0.000036 time 0.4446 (0.7784) loss 1324.6974 (1314.0256) grad_norm 470.3422 (258.0366) embed_mse 1323.6425 (1312.9374) mask_bce 0.2073 (0.2435) mask_dice 0.8477 (0.8446) mem 21941MB +[2025-12-25 04:11:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1220/1573] eta 0:04:34 lr 0.000036 time 0.4280 (0.7789) loss 1343.4847 (1313.8816) grad_norm 353.6811 (258.6658) embed_mse 1342.3987 (1312.7935) mask_bce 0.2115 (0.2436) mask_dice 0.8746 (0.8446) mem 21941MB +[2025-12-25 04:11:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1230/1573] eta 0:04:26 lr 0.000036 time 0.4217 (0.7782) loss 1280.1736 (1313.9000) grad_norm 531.9065 (260.4517) embed_mse 1279.0787 (1312.8118) mask_bce 0.2427 (0.2436) mask_dice 0.8521 (0.8446) mem 21941MB +[2025-12-25 04:12:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1240/1573] eta 0:04:19 lr 0.000036 time 0.4225 (0.7807) loss 1326.4669 (1313.8723) grad_norm 168.8224 (259.4101) embed_mse 1325.3967 (1312.7841) mask_bce 0.2516 (0.2436) mask_dice 0.8186 (0.8445) mem 21941MB +[2025-12-25 04:12:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1250/1573] eta 0:04:11 lr 0.000036 time 0.4188 (0.7783) loss 1340.3733 (1313.7764) grad_norm 195.7575 (259.0021) embed_mse 1339.2892 (1312.6883) mask_bce 0.2442 (0.2436) mask_dice 0.8400 (0.8446) mem 21941MB +[2025-12-25 04:12:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1260/1573] eta 0:04:03 lr 0.000036 time 0.5096 (0.7767) loss 1351.5059 (1313.8153) grad_norm 334.2985 (259.4817) embed_mse 1350.4421 (1312.7272) mask_bce 0.2022 (0.2436) mask_dice 0.8616 (0.8446) mem 21941MB +[2025-12-25 04:12:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1270/1573] eta 0:03:55 lr 0.000036 time 3.1427 (0.7779) loss 1310.2828 (1313.8762) grad_norm 245.4213 (259.3927) embed_mse 1309.1976 (1312.7880) mask_bce 0.2163 (0.2437) mask_dice 0.8690 (0.8446) mem 21941MB +[2025-12-25 04:12:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1280/1573] eta 0:03:48 lr 0.000036 time 0.4212 (0.7796) loss 1389.8409 (1313.9891) grad_norm 162.4131 (258.7659) embed_mse 1388.7545 (1312.9007) mask_bce 0.2480 (0.2438) mask_dice 0.8384 (0.8446) mem 21941MB +[2025-12-25 04:12:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1290/1573] eta 0:03:41 lr 0.000036 time 0.4267 (0.7821) loss 1336.4185 (1313.9394) grad_norm 229.0315 (258.5812) embed_mse 1335.3448 (1312.8509) mask_bce 0.2244 (0.2439) mask_dice 0.8491 (0.8446) mem 21941MB +[2025-12-25 04:12:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1300/1573] eta 0:03:32 lr 0.000036 time 0.4291 (0.7794) loss 1420.7820 (1313.8679) grad_norm 212.0105 (258.2937) embed_mse 1419.6886 (1312.7793) mask_bce 0.2583 (0.2441) mask_dice 0.8350 (0.8445) mem 21941MB +[2025-12-25 04:13:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1310/1573] eta 0:03:25 lr 0.000036 time 0.4268 (0.7814) loss 1343.4608 (1313.8162) grad_norm 259.4144 (258.3006) embed_mse 1342.3940 (1312.7277) mask_bce 0.2084 (0.2439) mask_dice 0.8583 (0.8446) mem 21941MB +[2025-12-25 04:13:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1320/1573] eta 0:03:18 lr 0.000036 time 0.4201 (0.7829) loss 1286.6133 (1313.6937) grad_norm 194.0308 (258.0192) embed_mse 1285.5339 (1312.6053) mask_bce 0.2403 (0.2438) mask_dice 0.8390 (0.8446) mem 21941MB +[2025-12-25 04:13:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1330/1573] eta 0:03:09 lr 0.000036 time 0.4219 (0.7814) loss 1315.1924 (1313.7901) grad_norm 486.5540 (259.3960) embed_mse 1314.0485 (1312.7016) mask_bce 0.3048 (0.2439) mask_dice 0.8391 (0.8445) mem 21941MB +[2025-12-25 04:13:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1340/1573] eta 0:03:02 lr 0.000036 time 0.4278 (0.7835) loss 1295.7311 (1313.8742) grad_norm 194.5577 (259.0077) embed_mse 1294.6616 (1312.7858) mask_bce 0.1983 (0.2439) mask_dice 0.8712 (0.8445) mem 21941MB +[2025-12-25 04:13:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1350/1573] eta 0:02:55 lr 0.000036 time 3.3161 (0.7864) loss 1258.4865 (1313.8822) grad_norm 160.6026 (258.4220) embed_mse 1257.4087 (1312.7938) mask_bce 0.2204 (0.2438) mask_dice 0.8573 (0.8445) mem 21941MB +[2025-12-25 04:13:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1360/1573] eta 0:02:47 lr 0.000036 time 0.4214 (0.7854) loss 1365.1362 (1313.8889) grad_norm 245.8735 (257.9703) embed_mse 1364.0586 (1312.8006) mask_bce 0.2283 (0.2438) mask_dice 0.8494 (0.8445) mem 21941MB +[2025-12-25 04:14:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1370/1573] eta 0:02:40 lr 0.000036 time 1.7070 (0.7899) loss 1341.0641 (1313.9824) grad_norm 238.3877 (257.8558) embed_mse 1339.9338 (1312.8940) mask_bce 0.3000 (0.2439) mask_dice 0.8301 (0.8445) mem 21941MB +[2025-12-25 04:14:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1380/1573] eta 0:02:31 lr 0.000036 time 0.4233 (0.7873) loss 1296.9633 (1313.9803) grad_norm 293.1592 (258.0611) embed_mse 1295.8832 (1312.8920) mask_bce 0.2523 (0.2439) mask_dice 0.8278 (0.8445) mem 21941MB +[2025-12-25 04:14:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1390/1573] eta 0:02:24 lr 0.000036 time 0.4239 (0.7874) loss 1356.8679 (1313.9984) grad_norm 164.6554 (257.5211) embed_mse 1355.7798 (1312.9099) mask_bce 0.2316 (0.2440) mask_dice 0.8565 (0.8445) mem 21941MB +[2025-12-25 04:14:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1400/1573] eta 0:02:16 lr 0.000036 time 0.4282 (0.7882) loss 1314.2225 (1314.1166) grad_norm 242.6833 (257.1025) embed_mse 1313.1332 (1313.0282) mask_bce 0.2487 (0.2440) mask_dice 0.8407 (0.8444) mem 21941MB +[2025-12-25 04:14:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1410/1573] eta 0:02:09 lr 0.000036 time 0.4217 (0.7952) loss 1327.6604 (1314.1527) grad_norm 177.2388 (256.6488) embed_mse 1326.6024 (1313.0642) mask_bce 0.1974 (0.2441) mask_dice 0.8606 (0.8444) mem 21941MB +[2025-12-25 04:14:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1420/1573] eta 0:02:01 lr 0.000036 time 0.4182 (0.7930) loss 1263.6110 (1314.1112) grad_norm 334.6755 (257.0896) embed_mse 1262.5305 (1313.0228) mask_bce 0.2544 (0.2440) mask_dice 0.8260 (0.8444) mem 21941MB +[2025-12-25 04:14:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1430/1573] eta 0:01:53 lr 0.000036 time 0.4210 (0.7938) loss 1358.6010 (1314.1114) grad_norm 221.4257 (256.8893) embed_mse 1357.5109 (1313.0230) mask_bce 0.2422 (0.2440) mask_dice 0.8480 (0.8444) mem 21941MB +[2025-12-25 04:15:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1440/1573] eta 0:01:45 lr 0.000036 time 0.4389 (0.7949) loss 1267.6798 (1314.2871) grad_norm 176.9080 (256.0952) embed_mse 1266.5979 (1313.1987) mask_bce 0.2290 (0.2439) mask_dice 0.8529 (0.8445) mem 21941MB +[2025-12-25 04:15:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1450/1573] eta 0:01:37 lr 0.000036 time 0.4644 (0.7961) loss 1303.7045 (1314.3533) grad_norm 202.2692 (255.7978) embed_mse 1302.5948 (1313.2649) mask_bce 0.2486 (0.2438) mask_dice 0.8611 (0.8445) mem 21941MB +[2025-12-25 04:15:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1460/1573] eta 0:01:29 lr 0.000036 time 0.4174 (0.7958) loss 1314.0564 (1314.3609) grad_norm 290.5612 (255.9888) embed_mse 1312.9984 (1313.2726) mask_bce 0.2087 (0.2438) mask_dice 0.8493 (0.8445) mem 21941MB +[2025-12-25 04:15:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1470/1573] eta 0:01:21 lr 0.000036 time 2.3775 (0.7957) loss 1310.5643 (1314.4080) grad_norm 188.8548 (255.6220) embed_mse 1309.4891 (1313.3195) mask_bce 0.2390 (0.2440) mask_dice 0.8361 (0.8445) mem 21941MB +[2025-12-25 04:15:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1480/1573] eta 0:01:13 lr 0.000036 time 0.4238 (0.7933) loss 1308.4159 (1314.4175) grad_norm 173.0745 (254.8518) embed_mse 1307.3329 (1313.3291) mask_bce 0.2523 (0.2440) mask_dice 0.8307 (0.8444) mem 21941MB +[2025-12-25 04:15:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1490/1573] eta 0:01:05 lr 0.000036 time 0.4236 (0.7922) loss 1284.6639 (1314.4552) grad_norm 198.2374 (254.5474) embed_mse 1283.5754 (1313.3667) mask_bce 0.2533 (0.2440) mask_dice 0.8352 (0.8444) mem 21941MB +[2025-12-25 04:15:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1500/1573] eta 0:00:57 lr 0.000036 time 0.4280 (0.7925) loss 1286.2828 (1314.5615) grad_norm 203.1541 (254.2726) embed_mse 1285.1543 (1313.4729) mask_bce 0.3156 (0.2441) mask_dice 0.8130 (0.8444) mem 21941MB +[2025-12-25 04:16:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1510/1573] eta 0:00:50 lr 0.000035 time 2.2774 (0.7941) loss 1280.3536 (1314.5528) grad_norm 202.2795 (253.9960) embed_mse 1279.2559 (1313.4641) mask_bce 0.2492 (0.2443) mask_dice 0.8485 (0.8444) mem 21941MB +[2025-12-25 04:16:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1520/1573] eta 0:00:42 lr 0.000035 time 0.4457 (0.7927) loss 1277.3671 (1314.6078) grad_norm 191.7852 (253.3549) embed_mse 1276.2803 (1313.5191) mask_bce 0.2561 (0.2443) mask_dice 0.8307 (0.8444) mem 21941MB +[2025-12-25 04:16:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1530/1573] eta 0:00:34 lr 0.000035 time 0.4186 (0.7936) loss 1319.6058 (1314.6619) grad_norm 161.4383 (252.8736) embed_mse 1318.4880 (1313.5732) mask_bce 0.2810 (0.2444) mask_dice 0.8367 (0.8443) mem 21941MB +[2025-12-25 04:16:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1540/1573] eta 0:00:26 lr 0.000035 time 0.4205 (0.7940) loss 1305.5872 (1314.7800) grad_norm 197.9875 (252.5878) embed_mse 1304.5096 (1313.6913) mask_bce 0.2234 (0.2444) mask_dice 0.8541 (0.8444) mem 21941MB +[2025-12-25 04:16:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1550/1573] eta 0:00:18 lr 0.000035 time 0.4208 (0.7961) loss 1382.7107 (1314.8089) grad_norm 322.7758 (252.9514) embed_mse 1381.5939 (1313.7202) mask_bce 0.2789 (0.2444) mask_dice 0.8379 (0.8444) mem 21941MB +[2025-12-25 04:16:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1560/1573] eta 0:00:10 lr 0.000035 time 0.9507 (0.7982) loss 1340.5111 (1314.7907) grad_norm 190.6782 (252.4064) embed_mse 1339.4315 (1313.7019) mask_bce 0.2376 (0.2444) mask_dice 0.8420 (0.8444) mem 21941MB +[2025-12-25 04:16:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1570/1573] eta 0:00:02 lr 0.000035 time 0.4188 (0.7993) loss 1326.4962 (1314.6788) grad_norm 155.2243 (251.9106) embed_mse 1325.4191 (1313.5900) mask_bce 0.2548 (0.2444) mask_dice 0.8224 (0.8444) mem 21941MB +[2025-12-25 04:16:59 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 10 training takes 0:20:57 +[2025-12-25 04:17:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][0/1573] eta 3:02:22 lr 0.000035 time 6.9567 (6.9567) loss 1340.9297 (1340.9297) grad_norm 0.0000 (0.0000) embed_mse 1339.8578 (1339.8578) mask_bce 0.2247 (0.2247) mask_dice 0.8471 (0.8471) mem 21941MB +[2025-12-25 04:17:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][10/1573] eta 0:47:01 lr 0.000035 time 0.4333 (1.8050) loss 1370.9727 (1337.8808) grad_norm 385.5312 (385.5312) embed_mse 1369.8644 (1336.7859) mask_bce 0.2702 (0.2502) mask_dice 0.8382 (0.8447) mem 21941MB +[2025-12-25 04:17:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][20/1573] eta 0:40:04 lr 0.000035 time 0.4307 (1.5486) loss 1301.8728 (1322.2068) grad_norm 163.9426 (274.7369) embed_mse 1300.7952 (1321.1116) mask_bce 0.2306 (0.2505) mask_dice 0.8471 (0.8447) mem 21941MB +[2025-12-25 04:17:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][30/1573] eta 0:30:38 lr 0.000035 time 0.4270 (1.1917) loss 1370.1326 (1314.0149) grad_norm 213.1576 (254.2105) embed_mse 1369.0735 (1312.9245) mask_bce 0.2231 (0.2466) mask_dice 0.8359 (0.8438) mem 21941MB +[2025-12-25 04:17:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][40/1573] eta 0:29:04 lr 0.000035 time 1.3811 (1.1377) loss 1255.7040 (1312.8500) grad_norm 195.5262 (249.3515) embed_mse 1254.6183 (1311.7576) mask_bce 0.2633 (0.2514) mask_dice 0.8224 (0.8410) mem 21941MB +[2025-12-25 04:17:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][50/1573] eta 0:28:10 lr 0.000035 time 1.1867 (1.1098) loss 1346.9152 (1315.3011) grad_norm 239.7924 (247.7583) embed_mse 1345.8171 (1314.2100) mask_bce 0.2678 (0.2503) mask_dice 0.8302 (0.8408) mem 21941MB +[2025-12-25 04:18:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][60/1573] eta 0:27:25 lr 0.000035 time 0.4199 (1.0875) loss 1372.5653 (1312.7709) grad_norm 209.1712 (242.2459) embed_mse 1371.4233 (1311.6800) mask_bce 0.3306 (0.2499) mask_dice 0.8114 (0.8410) mem 21941MB +[2025-12-25 04:18:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][70/1573] eta 0:25:54 lr 0.000035 time 0.4300 (1.0343) loss 1317.4020 (1312.2645) grad_norm 476.8237 (271.5681) embed_mse 1316.3173 (1311.1729) mask_bce 0.2221 (0.2517) mask_dice 0.8626 (0.8400) mem 21941MB +[2025-12-25 04:18:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][80/1573] eta 0:24:57 lr 0.000035 time 0.4271 (1.0033) loss 1321.4376 (1314.0336) grad_norm 274.8406 (262.2718) embed_mse 1320.3281 (1312.9422) mask_bce 0.2992 (0.2515) mask_dice 0.8103 (0.8398) mem 21941MB +[2025-12-25 04:18:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][90/1573] eta 0:23:59 lr 0.000035 time 0.4207 (0.9706) loss 1329.1609 (1315.3285) grad_norm 336.8729 (269.0537) embed_mse 1328.0540 (1314.2375) mask_bce 0.3031 (0.2510) mask_dice 0.8038 (0.8400) mem 21941MB +[2025-12-25 04:18:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][100/1573] eta 0:23:51 lr 0.000035 time 0.4186 (0.9716) loss 1313.3958 (1312.2260) grad_norm 204.9103 (263.7084) embed_mse 1312.2493 (1311.1356) mask_bce 0.3091 (0.2499) mask_dice 0.8374 (0.8406) mem 21941MB +[2025-12-25 04:18:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][110/1573] eta 0:22:53 lr 0.000035 time 0.4224 (0.9387) loss 1303.9091 (1310.7663) grad_norm 187.9478 (257.8807) embed_mse 1302.8488 (1309.6774) mask_bce 0.1907 (0.2484) mask_dice 0.8697 (0.8405) mem 21941MB +[2025-12-25 04:18:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][120/1573] eta 0:23:11 lr 0.000035 time 0.4164 (0.9578) loss 1250.5718 (1311.5910) grad_norm 321.4936 (257.9203) embed_mse 1249.5167 (1310.5017) mask_bce 0.1997 (0.2482) mask_dice 0.8554 (0.8410) mem 21941MB +[2025-12-25 04:19:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][130/1573] eta 0:25:12 lr 0.000035 time 0.4292 (1.0480) loss 1321.0631 (1311.4056) grad_norm 185.9535 (253.4223) embed_mse 1319.9913 (1310.3169) mask_bce 0.2180 (0.2475) mask_dice 0.8538 (0.8411) mem 21941MB +[2025-12-25 04:19:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][140/1573] eta 0:23:59 lr 0.000035 time 0.4245 (1.0042) loss 1353.9244 (1311.7964) grad_norm 247.4680 (253.0721) embed_mse 1352.8470 (1310.7074) mask_bce 0.2001 (0.2479) mask_dice 0.8774 (0.8411) mem 21941MB +[2025-12-25 04:19:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][150/1573] eta 0:23:12 lr 0.000035 time 0.4225 (0.9786) loss 1263.8065 (1312.5180) grad_norm 177.8516 (248.8931) embed_mse 1262.7444 (1311.4297) mask_bce 0.2079 (0.2468) mask_dice 0.8542 (0.8415) mem 21941MB +[2025-12-25 04:19:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][160/1573] eta 0:22:49 lr 0.000035 time 0.4220 (0.9692) loss 1300.4315 (1311.9614) grad_norm 259.5642 (246.2983) embed_mse 1299.3251 (1310.8737) mask_bce 0.2685 (0.2458) mask_dice 0.8380 (0.8420) mem 21941MB +[2025-12-25 04:19:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][170/1573] eta 0:22:59 lr 0.000035 time 0.4200 (0.9835) loss 1335.3573 (1312.4617) grad_norm 211.5054 (244.6415) embed_mse 1334.2579 (1311.3740) mask_bce 0.2491 (0.2455) mask_dice 0.8503 (0.8422) mem 21941MB +[2025-12-25 04:19:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][180/1573] eta 0:22:07 lr 0.000035 time 0.4239 (0.9528) loss 1317.8508 (1311.6169) grad_norm 285.7346 (246.5094) embed_mse 1316.7289 (1310.5296) mask_bce 0.2663 (0.2452) mask_dice 0.8556 (0.8421) mem 21941MB +[2025-12-25 04:20:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][190/1573] eta 0:22:02 lr 0.000035 time 6.4063 (0.9565) loss 1345.3827 (1311.6998) grad_norm 157.7976 (242.6523) embed_mse 1344.3060 (1310.6126) mask_bce 0.2416 (0.2445) mask_dice 0.8350 (0.8427) mem 21941MB +[2025-12-25 04:20:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][200/1573] eta 0:22:22 lr 0.000035 time 0.4234 (0.9779) loss 1279.2396 (1311.3420) grad_norm 161.7569 (237.7558) embed_mse 1278.1678 (1310.2551) mask_bce 0.2500 (0.2439) mask_dice 0.8218 (0.8429) mem 21941MB +[2025-12-25 04:20:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][210/1573] eta 0:21:37 lr 0.000035 time 0.4253 (0.9520) loss 1276.0530 (1311.0168) grad_norm 211.2114 (236.7349) embed_mse 1275.0110 (1309.9302) mask_bce 0.1769 (0.2436) mask_dice 0.8651 (0.8430) mem 21941MB +[2025-12-25 04:20:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][220/1573] eta 0:21:42 lr 0.000035 time 0.4209 (0.9630) loss 1352.7968 (1311.2668) grad_norm 203.9703 (235.5214) embed_mse 1351.7010 (1310.1802) mask_bce 0.2637 (0.2435) mask_dice 0.8321 (0.8430) mem 21941MB +[2025-12-25 04:20:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][230/1573] eta 0:21:53 lr 0.000035 time 0.4246 (0.9783) loss 1273.1525 (1311.6529) grad_norm 147.7069 (232.3852) embed_mse 1272.0984 (1310.5658) mask_bce 0.2193 (0.2443) mask_dice 0.8348 (0.8427) mem 21941MB +[2025-12-25 04:20:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][240/1573] eta 0:21:42 lr 0.000035 time 0.4224 (0.9773) loss 1296.5591 (1310.4556) grad_norm 192.8551 (231.5198) embed_mse 1295.4623 (1309.3689) mask_bce 0.2170 (0.2438) mask_dice 0.8798 (0.8429) mem 21941MB +[2025-12-25 04:21:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][250/1573] eta 0:21:25 lr 0.000035 time 0.4363 (0.9713) loss 1262.9932 (1311.1139) grad_norm 256.9850 (232.3412) embed_mse 1261.8943 (1310.0269) mask_bce 0.2001 (0.2437) mask_dice 0.8988 (0.8433) mem 21941MB +[2025-12-25 04:21:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][260/1573] eta 0:20:49 lr 0.000035 time 0.4213 (0.9517) loss 1269.3025 (1310.4805) grad_norm 238.4016 (232.5306) embed_mse 1268.2192 (1309.3930) mask_bce 0.2448 (0.2444) mask_dice 0.8385 (0.8431) mem 21941MB +[2025-12-25 04:21:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][270/1573] eta 0:20:33 lr 0.000035 time 0.4229 (0.9468) loss 1318.0452 (1310.1079) grad_norm 231.3446 (232.4947) embed_mse 1316.9363 (1309.0201) mask_bce 0.2870 (0.2448) mask_dice 0.8219 (0.8429) mem 21941MB +[2025-12-25 04:21:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][280/1573] eta 0:20:12 lr 0.000035 time 0.4197 (0.9376) loss 1313.5240 (1310.7822) grad_norm 237.9599 (232.9100) embed_mse 1312.4435 (1309.6944) mask_bce 0.2393 (0.2446) mask_dice 0.8413 (0.8433) mem 21941MB +[2025-12-25 04:21:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][290/1573] eta 0:20:19 lr 0.000035 time 0.4194 (0.9508) loss 1258.3976 (1310.8996) grad_norm 161.9019 (230.9375) embed_mse 1257.3320 (1309.8119) mask_bce 0.2155 (0.2445) mask_dice 0.8501 (0.8433) mem 21941MB +[2025-12-25 04:21:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][300/1573] eta 0:20:03 lr 0.000035 time 0.4239 (0.9458) loss 1284.3877 (1310.7145) grad_norm 182.5206 (229.6290) embed_mse 1283.3026 (1309.6267) mask_bce 0.2529 (0.2449) mask_dice 0.8322 (0.8429) mem 21941MB +[2025-12-25 04:21:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][310/1573] eta 0:19:45 lr 0.000035 time 0.4244 (0.9390) loss 1292.9324 (1310.0516) grad_norm 201.5131 (228.8891) embed_mse 1291.8473 (1308.9640) mask_bce 0.2452 (0.2446) mask_dice 0.8399 (0.8430) mem 21941MB +[2025-12-25 04:22:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][320/1573] eta 0:19:44 lr 0.000035 time 0.4204 (0.9454) loss 1327.5388 (1310.4148) grad_norm 359.9914 (232.2680) embed_mse 1326.4423 (1309.3273) mask_bce 0.2215 (0.2441) mask_dice 0.8750 (0.8434) mem 21941MB +[2025-12-25 04:22:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][330/1573] eta 0:19:25 lr 0.000035 time 0.4248 (0.9375) loss 1312.4675 (1310.0987) grad_norm 263.7820 (233.0366) embed_mse 1311.3824 (1309.0113) mask_bce 0.2492 (0.2437) mask_dice 0.8358 (0.8437) mem 21941MB +[2025-12-25 04:22:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][340/1573] eta 0:19:18 lr 0.000035 time 0.4214 (0.9400) loss 1275.8975 (1309.5936) grad_norm 162.6927 (231.3618) embed_mse 1274.7769 (1308.5061) mask_bce 0.2925 (0.2441) mask_dice 0.8281 (0.8434) mem 21941MB +[2025-12-25 04:22:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][350/1573] eta 0:18:51 lr 0.000035 time 0.4199 (0.9253) loss 1298.3409 (1309.1012) grad_norm 276.0288 (232.4005) embed_mse 1297.2747 (1308.0136) mask_bce 0.2257 (0.2440) mask_dice 0.8406 (0.8436) mem 21941MB +[2025-12-25 04:22:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][360/1573] eta 0:18:36 lr 0.000035 time 0.4198 (0.9207) loss 1363.9873 (1309.2448) grad_norm 478.4454 (236.8828) embed_mse 1362.9380 (1308.1574) mask_bce 0.1945 (0.2439) mask_dice 0.8548 (0.8434) mem 21941MB +[2025-12-25 04:22:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][370/1573] eta 0:18:23 lr 0.000035 time 0.5676 (0.9172) loss 1328.3993 (1309.0083) grad_norm 398.5332 (240.3970) embed_mse 1327.3228 (1307.9210) mask_bce 0.2456 (0.2440) mask_dice 0.8309 (0.8433) mem 21941MB +[2025-12-25 04:22:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][380/1573] eta 0:18:09 lr 0.000035 time 0.4214 (0.9132) loss 1309.6764 (1309.6324) grad_norm 195.0956 (239.4331) embed_mse 1308.5980 (1308.5450) mask_bce 0.2057 (0.2439) mask_dice 0.8727 (0.8434) mem 21941MB +[2025-12-25 04:22:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][390/1573] eta 0:18:01 lr 0.000035 time 0.4378 (0.9144) loss 1337.1572 (1309.8462) grad_norm 264.1740 (239.9485) embed_mse 1336.0663 (1308.7588) mask_bce 0.2505 (0.2440) mask_dice 0.8405 (0.8434) mem 21941MB +[2025-12-25 04:23:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][400/1573] eta 0:17:41 lr 0.000035 time 0.4392 (0.9048) loss 1362.0143 (1310.3857) grad_norm 224.0777 (238.7435) embed_mse 1360.9615 (1309.2985) mask_bce 0.2055 (0.2439) mask_dice 0.8473 (0.8433) mem 21941MB +[2025-12-25 04:23:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][410/1573] eta 0:18:03 lr 0.000035 time 0.4232 (0.9317) loss 1265.5205 (1310.0725) grad_norm 334.8781 (240.6286) embed_mse 1264.4380 (1308.9853) mask_bce 0.2446 (0.2439) mask_dice 0.8379 (0.8433) mem 21941MB +[2025-12-25 04:23:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][420/1573] eta 0:17:42 lr 0.000035 time 0.6328 (0.9219) loss 1269.9021 (1310.0405) grad_norm 193.5207 (239.7226) embed_mse 1268.8149 (1308.9536) mask_bce 0.2436 (0.2435) mask_dice 0.8436 (0.8433) mem 21941MB +[2025-12-25 04:23:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][430/1573] eta 0:17:32 lr 0.000035 time 0.4305 (0.9210) loss 1337.4867 (1310.0918) grad_norm 196.8285 (238.9133) embed_mse 1336.2141 (1309.0046) mask_bce 0.4013 (0.2438) mask_dice 0.8712 (0.8434) mem 21941MB +[2025-12-25 04:23:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][440/1573] eta 0:17:15 lr 0.000035 time 0.4423 (0.9140) loss 1301.7920 (1310.7254) grad_norm 184.5833 (237.3695) embed_mse 1300.6912 (1309.6380) mask_bce 0.2627 (0.2441) mask_dice 0.8382 (0.8433) mem 21941MB +[2025-12-25 04:23:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][450/1573] eta 0:17:12 lr 0.000035 time 0.8826 (0.9191) loss 1261.2347 (1310.5741) grad_norm 186.8446 (236.4673) embed_mse 1260.1403 (1309.4870) mask_bce 0.2500 (0.2438) mask_dice 0.8444 (0.8433) mem 21941MB +[2025-12-25 04:23:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][460/1573] eta 0:16:53 lr 0.000035 time 0.4358 (0.9104) loss 1324.1158 (1310.3892) grad_norm 269.2305 (237.0420) embed_mse 1323.0200 (1309.3021) mask_bce 0.2662 (0.2438) mask_dice 0.8297 (0.8433) mem 21941MB +[2025-12-25 04:24:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][470/1573] eta 0:16:54 lr 0.000035 time 0.4198 (0.9199) loss 1293.7502 (1310.1662) grad_norm 195.4161 (236.3244) embed_mse 1292.6781 (1309.0791) mask_bce 0.2272 (0.2439) mask_dice 0.8449 (0.8431) mem 21941MB +[2025-12-25 04:24:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][480/1573] eta 0:16:50 lr 0.000035 time 0.4227 (0.9248) loss 1329.4323 (1310.3246) grad_norm 448.4891 (242.3016) embed_mse 1328.3235 (1309.2374) mask_bce 0.2828 (0.2441) mask_dice 0.8259 (0.8431) mem 21941MB +[2025-12-25 04:24:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][490/1573] eta 0:16:38 lr 0.000035 time 0.4242 (0.9222) loss 1398.0529 (1310.2284) grad_norm 244.0318 (242.3299) embed_mse 1396.9604 (1309.1408) mask_bce 0.2514 (0.2444) mask_dice 0.8411 (0.8431) mem 21941MB +[2025-12-25 04:24:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][500/1573] eta 0:16:28 lr 0.000035 time 0.4209 (0.9217) loss 1322.9037 (1310.1380) grad_norm 244.1651 (242.3595) embed_mse 1321.8241 (1309.0503) mask_bce 0.2339 (0.2445) mask_dice 0.8458 (0.8432) mem 21941MB +[2025-12-25 04:24:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][510/1573] eta 0:16:22 lr 0.000035 time 0.4474 (0.9243) loss 1305.7144 (1309.8417) grad_norm 292.1223 (243.1494) embed_mse 1304.6350 (1308.7541) mask_bce 0.2397 (0.2445) mask_dice 0.8397 (0.8431) mem 21941MB +[2025-12-25 04:24:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][520/1573] eta 0:16:03 lr 0.000035 time 0.4255 (0.9148) loss 1355.5037 (1310.2087) grad_norm 429.0753 (246.4471) embed_mse 1354.4561 (1309.1210) mask_bce 0.1910 (0.2447) mask_dice 0.8567 (0.8430) mem 21941MB +[2025-12-25 04:25:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][530/1573] eta 0:15:55 lr 0.000035 time 0.4218 (0.9161) loss 1302.3120 (1310.1231) grad_norm 278.1893 (246.9281) embed_mse 1301.1681 (1309.0350) mask_bce 0.2889 (0.2451) mask_dice 0.8551 (0.8429) mem 21941MB +[2025-12-25 04:25:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][540/1573] eta 0:15:38 lr 0.000035 time 0.4212 (0.9090) loss 1253.8457 (1309.9454) grad_norm 250.0710 (246.9750) embed_mse 1252.7657 (1308.8574) mask_bce 0.2559 (0.2452) mask_dice 0.8241 (0.8428) mem 21941MB +[2025-12-25 04:25:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][550/1573] eta 0:15:29 lr 0.000035 time 0.4183 (0.9089) loss 1320.1615 (1310.0567) grad_norm 221.2411 (246.5965) embed_mse 1319.0161 (1308.9685) mask_bce 0.2973 (0.2454) mask_dice 0.8481 (0.8428) mem 21941MB +[2025-12-25 04:25:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][560/1573] eta 0:15:15 lr 0.000035 time 0.4203 (0.9041) loss 1362.8859 (1310.1707) grad_norm 163.7441 (244.3460) embed_mse 1361.8296 (1309.0827) mask_bce 0.1826 (0.2452) mask_dice 0.8737 (0.8428) mem 21941MB +[2025-12-25 04:25:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][570/1573] eta 0:15:02 lr 0.000035 time 0.4174 (0.8994) loss 1306.6589 (1310.2086) grad_norm 355.8118 (245.9159) embed_mse 1305.5654 (1309.1204) mask_bce 0.2630 (0.2452) mask_dice 0.8304 (0.8429) mem 21941MB +[2025-12-25 04:25:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][580/1573] eta 0:15:06 lr 0.000035 time 0.4182 (0.9130) loss 1229.9742 (1310.2801) grad_norm 282.9562 (246.4304) embed_mse 1228.8713 (1309.1918) mask_bce 0.2506 (0.2452) mask_dice 0.8523 (0.8430) mem 21941MB +[2025-12-25 04:26:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][590/1573] eta 0:15:15 lr 0.000035 time 6.6172 (0.9310) loss 1336.1917 (1310.4463) grad_norm 289.4512 (247.0197) embed_mse 1335.0872 (1309.3582) mask_bce 0.2413 (0.2449) mask_dice 0.8631 (0.8432) mem 21941MB +[2025-12-25 04:26:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][600/1573] eta 0:15:04 lr 0.000034 time 0.4217 (0.9300) loss 1328.6224 (1310.5101) grad_norm 351.3632 (248.6753) embed_mse 1327.5316 (1309.4219) mask_bce 0.2474 (0.2449) mask_dice 0.8433 (0.8432) mem 21941MB +[2025-12-25 04:26:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][610/1573] eta 0:14:50 lr 0.000034 time 0.4226 (0.9245) loss 1312.3712 (1310.7607) grad_norm 246.8731 (248.6516) embed_mse 1311.2596 (1309.6727) mask_bce 0.2654 (0.2446) mask_dice 0.8461 (0.8434) mem 21941MB +[2025-12-25 04:26:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][620/1573] eta 0:14:35 lr 0.000034 time 0.4186 (0.9188) loss 1273.7201 (1310.7159) grad_norm 196.8454 (247.9788) embed_mse 1272.6306 (1309.6282) mask_bce 0.2696 (0.2444) mask_dice 0.8199 (0.8433) mem 21941MB +[2025-12-25 04:26:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][630/1573] eta 0:14:27 lr 0.000034 time 0.4249 (0.9204) loss 1308.5796 (1310.5443) grad_norm 402.9452 (249.9655) embed_mse 1307.5031 (1309.4568) mask_bce 0.2174 (0.2440) mask_dice 0.8591 (0.8435) mem 21941MB +[2025-12-25 04:26:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][640/1573] eta 0:14:25 lr 0.000034 time 0.4205 (0.9272) loss 1319.6691 (1310.6086) grad_norm 535.1757 (253.6291) embed_mse 1318.5773 (1309.5213) mask_bce 0.2618 (0.2440) mask_dice 0.8299 (0.8434) mem 21941MB +[2025-12-25 04:26:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][650/1573] eta 0:14:08 lr 0.000034 time 0.4515 (0.9196) loss 1320.5189 (1310.7094) grad_norm 235.2848 (253.4027) embed_mse 1319.4648 (1309.6221) mask_bce 0.1857 (0.2438) mask_dice 0.8684 (0.8435) mem 21941MB +[2025-12-25 04:27:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][660/1573] eta 0:14:08 lr 0.000034 time 0.4244 (0.9298) loss 1335.9121 (1311.1919) grad_norm 186.9121 (252.5918) embed_mse 1334.8524 (1310.1045) mask_bce 0.2124 (0.2439) mask_dice 0.8473 (0.8435) mem 21941MB +[2025-12-25 04:27:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][670/1573] eta 0:13:55 lr 0.000034 time 0.4206 (0.9257) loss 1323.6864 (1311.1820) grad_norm 158.9881 (251.4640) embed_mse 1322.6150 (1310.0947) mask_bce 0.2310 (0.2439) mask_dice 0.8403 (0.8435) mem 21941MB +[2025-12-25 04:27:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][680/1573] eta 0:13:41 lr 0.000034 time 0.4197 (0.9196) loss 1306.2552 (1311.1614) grad_norm 246.1981 (251.2779) embed_mse 1305.1586 (1310.0740) mask_bce 0.2689 (0.2439) mask_dice 0.8277 (0.8434) mem 21941MB +[2025-12-25 04:27:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][690/1573] eta 0:13:34 lr 0.000034 time 0.4227 (0.9227) loss 1344.6376 (1311.1758) grad_norm 248.1259 (251.2412) embed_mse 1343.5477 (1310.0885) mask_bce 0.2488 (0.2439) mask_dice 0.8411 (0.8434) mem 21941MB +[2025-12-25 04:27:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][700/1573] eta 0:13:22 lr 0.000034 time 0.4283 (0.9195) loss 1339.3843 (1311.3252) grad_norm 349.6266 (252.3721) embed_mse 1338.3165 (1310.2379) mask_bce 0.2261 (0.2439) mask_dice 0.8417 (0.8434) mem 21941MB +[2025-12-25 04:28:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][710/1573] eta 0:13:23 lr 0.000034 time 4.0766 (0.9308) loss 1314.8540 (1311.5267) grad_norm 225.1180 (252.0624) embed_mse 1313.7500 (1310.4393) mask_bce 0.2679 (0.2442) mask_dice 0.8362 (0.8433) mem 21941MB +[2025-12-25 04:28:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][720/1573] eta 0:13:12 lr 0.000034 time 0.4234 (0.9287) loss 1331.0555 (1311.5162) grad_norm 293.6019 (251.5291) embed_mse 1329.9901 (1310.4289) mask_bce 0.2246 (0.2440) mask_dice 0.8408 (0.8433) mem 21941MB +[2025-12-25 04:28:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][730/1573] eta 0:13:04 lr 0.000034 time 0.4226 (0.9303) loss 1352.9099 (1311.7340) grad_norm 291.4844 (251.9682) embed_mse 1351.8320 (1310.6464) mask_bce 0.2547 (0.2444) mask_dice 0.8232 (0.8432) mem 21941MB +[2025-12-25 04:28:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][740/1573] eta 0:12:54 lr 0.000034 time 0.4237 (0.9293) loss 1348.8821 (1311.6685) grad_norm 172.5495 (251.1049) embed_mse 1347.7760 (1310.5809) mask_bce 0.2776 (0.2443) mask_dice 0.8284 (0.8433) mem 21941MB +[2025-12-25 04:28:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][750/1573] eta 0:12:44 lr 0.000034 time 1.6297 (0.9287) loss 1331.1586 (1311.9627) grad_norm 294.3627 (251.5701) embed_mse 1330.0863 (1310.8751) mask_bce 0.2372 (0.2444) mask_dice 0.8351 (0.8432) mem 21941MB +[2025-12-25 04:28:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][760/1573] eta 0:12:38 lr 0.000034 time 0.4218 (0.9325) loss 1299.2898 (1311.7976) grad_norm 219.6655 (251.3220) embed_mse 1298.1816 (1310.7093) mask_bce 0.2879 (0.2451) mask_dice 0.8202 (0.8432) mem 21941MB +[2025-12-25 04:28:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][770/1573] eta 0:12:25 lr 0.000034 time 0.4173 (0.9283) loss 1287.8804 (1311.5559) grad_norm 148.4960 (250.2509) embed_mse 1286.7859 (1310.4675) mask_bce 0.2628 (0.2451) mask_dice 0.8316 (0.8432) mem 21941MB +[2025-12-25 04:29:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][780/1573] eta 0:12:16 lr 0.000034 time 0.4208 (0.9289) loss 1396.3281 (1311.6396) grad_norm 191.9785 (249.6501) embed_mse 1395.2457 (1310.5507) mask_bce 0.2594 (0.2456) mask_dice 0.8230 (0.8433) mem 21941MB +[2025-12-25 04:29:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][790/1573] eta 0:12:15 lr 0.000034 time 7.2927 (0.9397) loss 1285.6517 (1311.6227) grad_norm 255.5205 (249.7100) embed_mse 1284.5284 (1310.5336) mask_bce 0.2897 (0.2457) mask_dice 0.8336 (0.8433) mem 21941MB +[2025-12-25 04:29:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][800/1573] eta 0:12:02 lr 0.000034 time 0.4275 (0.9346) loss 1317.6909 (1311.7298) grad_norm 275.2113 (248.8391) embed_mse 1316.6322 (1310.6409) mask_bce 0.2106 (0.2456) mask_dice 0.8481 (0.8432) mem 21941MB +[2025-12-25 04:29:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][810/1573] eta 0:11:50 lr 0.000034 time 1.8267 (0.9316) loss 1314.0428 (1311.6701) grad_norm 186.8201 (248.2250) embed_mse 1312.9690 (1310.5811) mask_bce 0.2265 (0.2458) mask_dice 0.8474 (0.8432) mem 21941MB +[2025-12-25 04:29:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][820/1573] eta 0:11:44 lr 0.000034 time 0.4226 (0.9354) loss 1306.0444 (1311.7940) grad_norm 176.5000 (247.5219) embed_mse 1304.9006 (1310.7049) mask_bce 0.3291 (0.2458) mask_dice 0.8147 (0.8433) mem 21941MB +[2025-12-25 04:29:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][830/1573] eta 0:11:33 lr 0.000034 time 0.4235 (0.9329) loss 1334.8168 (1311.9006) grad_norm 224.9868 (247.3031) embed_mse 1333.7328 (1310.8117) mask_bce 0.2453 (0.2456) mask_dice 0.8386 (0.8433) mem 21941MB +[2025-12-25 04:30:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][840/1573] eta 0:11:28 lr 0.000034 time 6.8520 (0.9395) loss 1305.1173 (1312.0066) grad_norm 203.7126 (247.5343) embed_mse 1303.9673 (1310.9175) mask_bce 0.3125 (0.2457) mask_dice 0.8376 (0.8434) mem 21941MB +[2025-12-25 04:30:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][850/1573] eta 0:11:20 lr 0.000034 time 0.4388 (0.9417) loss 1367.3301 (1311.9067) grad_norm 250.5277 (247.5626) embed_mse 1366.2550 (1310.8174) mask_bce 0.2492 (0.2459) mask_dice 0.8259 (0.8434) mem 21941MB +[2025-12-25 04:30:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][860/1573] eta 0:11:08 lr 0.000034 time 0.4194 (0.9374) loss 1321.1031 (1311.9050) grad_norm 199.2424 (247.1110) embed_mse 1319.9779 (1310.8158) mask_bce 0.2954 (0.2458) mask_dice 0.8298 (0.8435) mem 21941MB +[2025-12-25 04:30:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][870/1573] eta 0:10:56 lr 0.000034 time 0.4180 (0.9334) loss 1303.0354 (1311.7518) grad_norm 267.5693 (247.3004) embed_mse 1301.9109 (1310.6626) mask_bce 0.3103 (0.2457) mask_dice 0.8142 (0.8435) mem 21941MB +[2025-12-25 04:30:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][880/1573] eta 0:10:50 lr 0.000034 time 0.4412 (0.9392) loss 1288.3318 (1311.6894) grad_norm 257.0357 (247.9839) embed_mse 1287.2614 (1310.6002) mask_bce 0.2352 (0.2457) mask_dice 0.8353 (0.8435) mem 21941MB +[2025-12-25 04:30:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][890/1573] eta 0:10:39 lr 0.000034 time 0.4194 (0.9367) loss 1355.2655 (1311.5590) grad_norm 183.8973 (247.4066) embed_mse 1354.2107 (1310.4700) mask_bce 0.1963 (0.2455) mask_dice 0.8585 (0.8435) mem 21941MB +[2025-12-25 04:31:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][900/1573] eta 0:10:28 lr 0.000034 time 0.4202 (0.9343) loss 1280.6036 (1311.6812) grad_norm 194.4377 (246.9336) embed_mse 1279.5148 (1310.5920) mask_bce 0.2620 (0.2457) mask_dice 0.8269 (0.8435) mem 21941MB +[2025-12-25 04:31:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][910/1573] eta 0:10:18 lr 0.000034 time 0.4174 (0.9322) loss 1342.8367 (1311.8017) grad_norm 277.4887 (247.2040) embed_mse 1341.7435 (1310.7125) mask_bce 0.2534 (0.2456) mask_dice 0.8397 (0.8435) mem 21941MB +[2025-12-25 04:31:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][920/1573] eta 0:10:08 lr 0.000034 time 0.4241 (0.9324) loss 1286.4652 (1311.9201) grad_norm 204.8579 (246.8263) embed_mse 1285.3810 (1310.8310) mask_bce 0.2398 (0.2456) mask_dice 0.8445 (0.8435) mem 21941MB +[2025-12-25 04:31:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][930/1573] eta 0:09:59 lr 0.000034 time 0.4212 (0.9328) loss 1329.6577 (1311.8760) grad_norm 211.2208 (246.5193) embed_mse 1328.5350 (1310.7868) mask_bce 0.3177 (0.2456) mask_dice 0.8050 (0.8435) mem 21941MB +[2025-12-25 04:31:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][940/1573] eta 0:09:47 lr 0.000034 time 0.4215 (0.9278) loss 1299.9762 (1312.0416) grad_norm 172.0817 (245.8831) embed_mse 1298.9204 (1310.9526) mask_bce 0.2072 (0.2456) mask_dice 0.8486 (0.8434) mem 21941MB +[2025-12-25 04:31:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][950/1573] eta 0:09:39 lr 0.000034 time 0.4410 (0.9302) loss 1429.9801 (1312.2087) grad_norm 179.0984 (245.3171) embed_mse 1428.8560 (1311.1196) mask_bce 0.2837 (0.2456) mask_dice 0.8405 (0.8434) mem 21941MB +[2025-12-25 04:31:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][960/1573] eta 0:09:30 lr 0.000034 time 0.4212 (0.9315) loss 1364.2504 (1312.1499) grad_norm 237.3501 (245.3592) embed_mse 1363.1758 (1311.0608) mask_bce 0.2093 (0.2456) mask_dice 0.8653 (0.8434) mem 21941MB +[2025-12-25 04:32:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][970/1573] eta 0:09:22 lr 0.000034 time 0.4196 (0.9322) loss 1304.2075 (1312.1201) grad_norm 216.0819 (245.1172) embed_mse 1303.0922 (1311.0310) mask_bce 0.2786 (0.2457) mask_dice 0.8367 (0.8434) mem 21941MB +[2025-12-25 04:32:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][980/1573] eta 0:09:11 lr 0.000034 time 0.4221 (0.9295) loss 1302.2098 (1312.1682) grad_norm 301.7097 (245.5811) embed_mse 1301.1024 (1311.0791) mask_bce 0.2873 (0.2457) mask_dice 0.8201 (0.8433) mem 21941MB +[2025-12-25 04:32:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][990/1573] eta 0:08:59 lr 0.000034 time 0.4237 (0.9250) loss 1291.0903 (1312.4002) grad_norm 169.4887 (244.9624) embed_mse 1289.9746 (1311.3111) mask_bce 0.2951 (0.2458) mask_dice 0.8205 (0.8433) mem 21941MB +[2025-12-25 04:32:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1000/1573] eta 0:08:50 lr 0.000034 time 1.8414 (0.9264) loss 1289.2856 (1312.5038) grad_norm 168.5672 (243.7988) embed_mse 1288.2078 (1311.4147) mask_bce 0.2454 (0.2459) mask_dice 0.8325 (0.8433) mem 21941MB +[2025-12-25 04:32:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1010/1573] eta 0:08:40 lr 0.000034 time 0.4242 (0.9240) loss 1325.7699 (1312.6215) grad_norm 269.5042 (244.0028) embed_mse 1324.7004 (1311.5323) mask_bce 0.2272 (0.2459) mask_dice 0.8422 (0.8432) mem 21941MB +[2025-12-25 04:32:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1020/1573] eta 0:08:29 lr 0.000034 time 0.4225 (0.9204) loss 1257.0161 (1312.5696) grad_norm 221.3505 (243.8244) embed_mse 1255.9703 (1311.4806) mask_bce 0.2128 (0.2459) mask_dice 0.8330 (0.8432) mem 21941MB +[2025-12-25 04:32:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1030/1573] eta 0:08:21 lr 0.000034 time 2.6694 (0.9232) loss 1388.0621 (1312.6129) grad_norm 336.6432 (244.5495) embed_mse 1386.9711 (1311.5240) mask_bce 0.2460 (0.2458) mask_dice 0.8451 (0.8432) mem 21941MB +[2025-12-25 04:32:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1040/1573] eta 0:08:11 lr 0.000034 time 0.4244 (0.9228) loss 1275.6664 (1312.5221) grad_norm 278.2716 (245.6001) embed_mse 1274.6013 (1311.4333) mask_bce 0.2153 (0.2456) mask_dice 0.8498 (0.8432) mem 21941MB +[2025-12-25 04:33:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1050/1573] eta 0:08:00 lr 0.000034 time 0.4224 (0.9181) loss 1306.7427 (1312.5030) grad_norm 378.1395 (246.6119) embed_mse 1305.6769 (1311.4141) mask_bce 0.2245 (0.2458) mask_dice 0.8413 (0.8431) mem 21941MB +[2025-12-25 04:33:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1060/1573] eta 0:07:48 lr 0.000034 time 0.4233 (0.9140) loss 1281.3606 (1312.4036) grad_norm 282.1047 (246.8808) embed_mse 1280.2928 (1311.3148) mask_bce 0.2255 (0.2456) mask_dice 0.8423 (0.8432) mem 21941MB +[2025-12-25 04:33:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1070/1573] eta 0:07:38 lr 0.000034 time 0.4279 (0.9111) loss 1283.9985 (1312.4557) grad_norm 213.8874 (246.6327) embed_mse 1282.8064 (1311.3669) mask_bce 0.3372 (0.2457) mask_dice 0.8550 (0.8431) mem 21941MB +[2025-12-25 04:33:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1080/1573] eta 0:07:28 lr 0.000034 time 1.7615 (0.9107) loss 1254.4845 (1312.3789) grad_norm 332.3515 (247.1602) embed_mse 1253.3956 (1311.2901) mask_bce 0.2463 (0.2456) mask_dice 0.8425 (0.8431) mem 21941MB +[2025-12-25 04:33:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1090/1573] eta 0:07:19 lr 0.000034 time 0.4234 (0.9091) loss 1316.7363 (1312.3162) grad_norm 419.7153 (248.4290) embed_mse 1315.6624 (1311.2275) mask_bce 0.2286 (0.2456) mask_dice 0.8453 (0.8431) mem 21941MB +[2025-12-25 04:33:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1100/1573] eta 0:07:08 lr 0.000034 time 0.4208 (0.9060) loss 1280.3273 (1312.4659) grad_norm 324.6785 (248.9856) embed_mse 1279.2483 (1311.3773) mask_bce 0.2555 (0.2456) mask_dice 0.8235 (0.8431) mem 21941MB +[2025-12-25 04:33:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1110/1573] eta 0:06:59 lr 0.000034 time 0.4417 (0.9069) loss 1275.3882 (1312.3422) grad_norm 212.2699 (248.7195) embed_mse 1274.3185 (1311.2536) mask_bce 0.2496 (0.2455) mask_dice 0.8201 (0.8431) mem 21941MB +[2025-12-25 04:33:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1120/1573] eta 0:06:49 lr 0.000034 time 0.4191 (0.9047) loss 1310.2183 (1312.4085) grad_norm 207.3891 (247.9533) embed_mse 1309.1218 (1311.3200) mask_bce 0.2543 (0.2454) mask_dice 0.8422 (0.8431) mem 21941MB +[2025-12-25 04:33:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1130/1573] eta 0:06:39 lr 0.000034 time 0.4185 (0.9021) loss 1362.4766 (1312.6160) grad_norm 260.9416 (248.0454) embed_mse 1361.3718 (1311.5274) mask_bce 0.2717 (0.2455) mask_dice 0.8330 (0.8431) mem 21941MB +[2025-12-25 04:34:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1140/1573] eta 0:06:33 lr 0.000034 time 7.4018 (0.9092) loss 1342.3263 (1312.7374) grad_norm 429.6989 (249.3247) embed_mse 1341.2638 (1311.6488) mask_bce 0.2241 (0.2457) mask_dice 0.8384 (0.8430) mem 21941MB +[2025-12-25 04:34:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1150/1573] eta 0:06:22 lr 0.000034 time 0.4231 (0.9051) loss 1283.5396 (1312.7576) grad_norm 249.8194 (249.3282) embed_mse 1282.4801 (1311.6690) mask_bce 0.1944 (0.2456) mask_dice 0.8651 (0.8430) mem 21941MB +[2025-12-25 04:34:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1160/1573] eta 0:06:12 lr 0.000034 time 0.4204 (0.9015) loss 1356.7114 (1312.7106) grad_norm 303.5276 (249.3572) embed_mse 1355.6183 (1311.6221) mask_bce 0.2528 (0.2456) mask_dice 0.8404 (0.8429) mem 21941MB +[2025-12-25 04:34:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1170/1573] eta 0:06:05 lr 0.000034 time 3.5153 (0.9064) loss 1293.8889 (1312.7938) grad_norm 222.2335 (249.1714) embed_mse 1292.8037 (1311.7053) mask_bce 0.2564 (0.2456) mask_dice 0.8289 (0.8429) mem 21941MB +[2025-12-25 04:34:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1180/1573] eta 0:05:56 lr 0.000034 time 0.4183 (0.9074) loss 1347.8633 (1312.7578) grad_norm 267.5901 (249.2967) embed_mse 1346.7347 (1311.6694) mask_bce 0.2744 (0.2455) mask_dice 0.8542 (0.8429) mem 21941MB +[2025-12-25 04:34:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1190/1573] eta 0:05:46 lr 0.000034 time 0.4197 (0.9055) loss 1342.0231 (1312.6422) grad_norm 248.0730 (249.2885) embed_mse 1340.9629 (1311.5539) mask_bce 0.1931 (0.2455) mask_dice 0.8671 (0.8429) mem 21941MB +[2025-12-25 04:35:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1200/1573] eta 0:05:38 lr 0.000034 time 4.8503 (0.9086) loss 1334.7434 (1312.6432) grad_norm 193.7098 (248.8534) embed_mse 1333.6653 (1311.5549) mask_bce 0.2415 (0.2455) mask_dice 0.8367 (0.8428) mem 21941MB +[2025-12-25 04:35:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1210/1573] eta 0:05:28 lr 0.000034 time 0.4221 (0.9058) loss 1308.7827 (1312.6318) grad_norm 224.2857 (248.6907) embed_mse 1307.7075 (1311.5436) mask_bce 0.2334 (0.2454) mask_dice 0.8418 (0.8428) mem 21941MB +[2025-12-25 04:35:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1220/1573] eta 0:05:18 lr 0.000034 time 0.4231 (0.9031) loss 1336.2679 (1312.7089) grad_norm 233.0155 (248.5876) embed_mse 1335.2268 (1311.6207) mask_bce 0.1430 (0.2453) mask_dice 0.8981 (0.8429) mem 21941MB +[2025-12-25 04:35:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1230/1573] eta 0:05:10 lr 0.000034 time 3.0706 (0.9067) loss 1384.7955 (1312.9217) grad_norm 193.6049 (248.2283) embed_mse 1383.7048 (1311.8335) mask_bce 0.2382 (0.2453) mask_dice 0.8526 (0.8429) mem 21941MB +[2025-12-25 04:35:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1240/1573] eta 0:05:00 lr 0.000034 time 0.4515 (0.9030) loss 1275.1285 (1312.6754) grad_norm 191.3728 (247.7090) embed_mse 1274.0627 (1311.5872) mask_bce 0.2133 (0.2453) mask_dice 0.8524 (0.8428) mem 21941MB +[2025-12-25 04:35:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1250/1573] eta 0:04:52 lr 0.000033 time 0.4209 (0.9057) loss 1321.1665 (1312.7296) grad_norm 196.4809 (247.3807) embed_mse 1320.0978 (1311.6415) mask_bce 0.2203 (0.2451) mask_dice 0.8485 (0.8429) mem 21941MB +[2025-12-25 04:35:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1260/1573] eta 0:04:42 lr 0.000033 time 0.4210 (0.9018) loss 1273.9878 (1312.5979) grad_norm 198.9632 (247.0723) embed_mse 1272.9225 (1311.5100) mask_bce 0.2326 (0.2450) mask_dice 0.8326 (0.8429) mem 21941MB +[2025-12-25 04:36:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1270/1573] eta 0:04:32 lr 0.000033 time 0.6140 (0.9004) loss 1275.1373 (1312.5926) grad_norm 312.7342 (247.4879) embed_mse 1274.0122 (1311.5045) mask_bce 0.2507 (0.2451) mask_dice 0.8744 (0.8430) mem 21941MB +[2025-12-25 04:36:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1280/1573] eta 0:04:23 lr 0.000033 time 0.4198 (0.9007) loss 1320.7729 (1312.7685) grad_norm 276.0875 (247.3054) embed_mse 1319.6976 (1311.6805) mask_bce 0.2256 (0.2450) mask_dice 0.8497 (0.8430) mem 21941MB +[2025-12-25 04:36:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1290/1573] eta 0:04:15 lr 0.000033 time 0.4244 (0.9033) loss 1343.5148 (1312.7131) grad_norm 167.8293 (246.8118) embed_mse 1342.4565 (1311.6251) mask_bce 0.2148 (0.2450) mask_dice 0.8434 (0.8430) mem 21941MB +[2025-12-25 04:36:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1300/1573] eta 0:04:06 lr 0.000033 time 0.4236 (0.9013) loss 1336.4376 (1312.8397) grad_norm 380.2347 (247.6353) embed_mse 1335.3313 (1311.7516) mask_bce 0.2708 (0.2451) mask_dice 0.8355 (0.8430) mem 21941MB +[2025-12-25 04:36:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1310/1573] eta 0:03:56 lr 0.000033 time 0.4179 (0.8985) loss 1339.9410 (1312.8423) grad_norm 174.1749 (247.1847) embed_mse 1338.8628 (1311.7542) mask_bce 0.2423 (0.2451) mask_dice 0.8360 (0.8429) mem 21941MB +[2025-12-25 04:36:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1320/1573] eta 0:03:47 lr 0.000033 time 0.4197 (0.9006) loss 1276.3497 (1312.8291) grad_norm 247.2136 (247.0645) embed_mse 1275.2439 (1311.7408) mask_bce 0.2815 (0.2454) mask_dice 0.8244 (0.8429) mem 21941MB +[2025-12-25 04:36:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1330/1573] eta 0:03:38 lr 0.000033 time 0.4953 (0.8993) loss 1250.9821 (1312.8536) grad_norm 391.9991 (247.9376) embed_mse 1249.8611 (1311.7652) mask_bce 0.2687 (0.2455) mask_dice 0.8523 (0.8429) mem 21941MB +[2025-12-25 04:37:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1340/1573] eta 0:03:29 lr 0.000033 time 0.4196 (0.8999) loss 1344.3461 (1312.8626) grad_norm 490.0179 (249.3872) embed_mse 1343.2493 (1311.7743) mask_bce 0.2714 (0.2455) mask_dice 0.8254 (0.8428) mem 21941MB +[2025-12-25 04:37:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1350/1573] eta 0:03:20 lr 0.000033 time 0.4251 (0.8999) loss 1329.5331 (1312.9392) grad_norm 231.5367 (249.2809) embed_mse 1328.4363 (1311.8509) mask_bce 0.2658 (0.2455) mask_dice 0.8311 (0.8428) mem 21941MB +[2025-12-25 04:37:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1360/1573] eta 0:03:11 lr 0.000033 time 0.4236 (0.8986) loss 1311.7504 (1312.9156) grad_norm 320.5156 (250.1284) embed_mse 1310.6066 (1311.8272) mask_bce 0.3113 (0.2456) mask_dice 0.8325 (0.8428) mem 21941MB +[2025-12-25 04:37:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1370/1573] eta 0:03:01 lr 0.000033 time 0.4185 (0.8962) loss 1355.6600 (1312.9487) grad_norm 349.6735 (250.7105) embed_mse 1354.5480 (1311.8603) mask_bce 0.2515 (0.2456) mask_dice 0.8606 (0.8428) mem 21941MB +[2025-12-25 04:37:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1380/1573] eta 0:02:52 lr 0.000033 time 0.4186 (0.8959) loss 1295.6237 (1313.0923) grad_norm 412.6471 (251.6520) embed_mse 1294.5177 (1312.0038) mask_bce 0.2825 (0.2458) mask_dice 0.8235 (0.8427) mem 21941MB +[2025-12-25 04:37:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1390/1573] eta 0:02:43 lr 0.000033 time 0.4389 (0.8951) loss 1367.3385 (1313.1869) grad_norm 384.7429 (252.4213) embed_mse 1366.1644 (1312.0984) mask_bce 0.3198 (0.2458) mask_dice 0.8542 (0.8427) mem 21941MB +[2025-12-25 04:37:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1400/1573] eta 0:02:34 lr 0.000033 time 0.4251 (0.8930) loss 1331.9604 (1313.3297) grad_norm 307.2526 (252.3290) embed_mse 1330.8916 (1312.2411) mask_bce 0.2317 (0.2459) mask_dice 0.8371 (0.8426) mem 21941MB +[2025-12-25 04:37:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1410/1573] eta 0:02:25 lr 0.000033 time 0.4228 (0.8927) loss 1328.8270 (1313.2261) grad_norm 334.2966 (252.7947) embed_mse 1327.7451 (1312.1376) mask_bce 0.2420 (0.2459) mask_dice 0.8400 (0.8426) mem 21941MB +[2025-12-25 04:38:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1420/1573] eta 0:02:16 lr 0.000033 time 0.4252 (0.8894) loss 1296.6036 (1313.2310) grad_norm 286.5268 (252.9853) embed_mse 1295.5182 (1312.1425) mask_bce 0.2590 (0.2459) mask_dice 0.8264 (0.8426) mem 21941MB +[2025-12-25 04:38:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1430/1573] eta 0:02:07 lr 0.000033 time 0.4204 (0.8896) loss 1281.4172 (1313.3235) grad_norm 450.0456 (254.0924) embed_mse 1280.3447 (1312.2351) mask_bce 0.2143 (0.2458) mask_dice 0.8582 (0.8426) mem 21941MB +[2025-12-25 04:38:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1440/1573] eta 0:01:58 lr 0.000033 time 0.4181 (0.8877) loss 1333.2300 (1313.3422) grad_norm 237.3383 (254.9874) embed_mse 1332.1338 (1312.2538) mask_bce 0.2395 (0.2458) mask_dice 0.8567 (0.8426) mem 21941MB +[2025-12-25 04:38:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1450/1573] eta 0:01:48 lr 0.000033 time 0.4197 (0.8848) loss 1319.5020 (1313.2274) grad_norm 219.5684 (254.7918) embed_mse 1318.4192 (1312.1390) mask_bce 0.2810 (0.2459) mask_dice 0.8017 (0.8425) mem 21941MB +[2025-12-25 04:38:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1460/1573] eta 0:01:39 lr 0.000033 time 0.4182 (0.8844) loss 1365.6304 (1313.1767) grad_norm 151.5505 (254.2245) embed_mse 1364.5472 (1312.0881) mask_bce 0.2266 (0.2461) mask_dice 0.8566 (0.8426) mem 21941MB +[2025-12-25 04:38:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1470/1573] eta 0:01:31 lr 0.000033 time 0.4467 (0.8867) loss 1248.5708 (1313.2195) grad_norm 249.9463 (254.2011) embed_mse 1247.4879 (1312.1310) mask_bce 0.2405 (0.2460) mask_dice 0.8424 (0.8426) mem 21941MB +[2025-12-25 04:38:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1480/1573] eta 0:01:22 lr 0.000033 time 0.4294 (0.8838) loss 1288.1116 (1313.2360) grad_norm 151.7971 (253.7308) embed_mse 1287.0425 (1312.1474) mask_bce 0.2528 (0.2461) mask_dice 0.8163 (0.8425) mem 21941MB +[2025-12-25 04:38:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1490/1573] eta 0:01:13 lr 0.000033 time 1.2290 (0.8814) loss 1289.3445 (1313.1833) grad_norm 175.6587 (253.3111) embed_mse 1288.2661 (1312.0945) mask_bce 0.2626 (0.2462) mask_dice 0.8158 (0.8426) mem 21941MB +[2025-12-25 04:39:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1500/1573] eta 0:01:04 lr 0.000033 time 0.8670 (0.8803) loss 1395.1953 (1313.2564) grad_norm 254.7629 (253.3188) embed_mse 1394.1063 (1312.1676) mask_bce 0.2566 (0.2463) mask_dice 0.8323 (0.8425) mem 21941MB +[2025-12-25 04:39:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1510/1573] eta 0:00:55 lr 0.000033 time 0.4214 (0.8773) loss 1253.1447 (1313.2883) grad_norm 318.5059 (253.6656) embed_mse 1252.0742 (1312.1995) mask_bce 0.2532 (0.2463) mask_dice 0.8171 (0.8425) mem 21941MB +[2025-12-25 04:39:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1520/1573] eta 0:00:46 lr 0.000033 time 0.4392 (0.8774) loss 1342.3727 (1313.2128) grad_norm 188.3770 (253.1041) embed_mse 1341.3020 (1312.1240) mask_bce 0.2342 (0.2464) mask_dice 0.8366 (0.8424) mem 21941MB +[2025-12-25 04:39:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1530/1573] eta 0:00:37 lr 0.000033 time 0.4278 (0.8778) loss 1327.9150 (1313.2425) grad_norm 186.4006 (252.7549) embed_mse 1326.8263 (1312.1537) mask_bce 0.2486 (0.2464) mask_dice 0.8402 (0.8424) mem 21941MB +[2025-12-25 04:39:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1540/1573] eta 0:00:28 lr 0.000033 time 0.4247 (0.8774) loss 1343.1023 (1313.2658) grad_norm 317.1079 (253.0901) embed_mse 1342.0471 (1312.1770) mask_bce 0.1938 (0.2464) mask_dice 0.8614 (0.8424) mem 21941MB +[2025-12-25 04:39:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1550/1573] eta 0:00:20 lr 0.000033 time 0.4261 (0.8767) loss 1277.5527 (1313.3172) grad_norm 323.4958 (253.4549) embed_mse 1276.4681 (1312.2284) mask_bce 0.2435 (0.2463) mask_dice 0.8411 (0.8424) mem 21941MB +[2025-12-25 04:39:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1560/1573] eta 0:00:11 lr 0.000033 time 2.2572 (0.8778) loss 1333.5638 (1313.3149) grad_norm 245.1409 (253.8309) embed_mse 1332.4863 (1312.2261) mask_bce 0.2396 (0.2464) mask_dice 0.8379 (0.8424) mem 21941MB +[2025-12-25 04:39:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1570/1573] eta 0:00:02 lr 0.000033 time 0.4201 (0.8756) loss 1319.0353 (1313.2519) grad_norm 332.7473 (254.2335) embed_mse 1317.9172 (1312.1631) mask_bce 0.2879 (0.2464) mask_dice 0.8303 (0.8424) mem 21941MB +[2025-12-25 04:39:55 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 11 training takes 0:22:56 +[2025-12-25 04:39:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][0/1573] eta 1:39:14 lr 0.000033 time 3.7853 (3.7853) loss 1384.9382 (1384.9382) grad_norm 0.0000 (0.0000) embed_mse 1383.8151 (1383.8151) mask_bce 0.2882 (0.2882) mask_dice 0.8349 (0.8349) mem 21941MB +[2025-12-25 04:40:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][10/1573] eta 0:29:42 lr 0.000033 time 0.4254 (1.1404) loss 1279.2668 (1299.5961) grad_norm 552.0012 (552.0012) embed_mse 1278.1919 (1298.5103) mask_bce 0.2186 (0.2476) mask_dice 0.8564 (0.8382) mem 21941MB +[2025-12-25 04:40:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][20/1573] eta 0:20:49 lr 0.000033 time 0.4329 (0.8044) loss 1340.8590 (1311.7054) grad_norm 341.3831 (446.6922) embed_mse 1339.7864 (1310.6199) mask_bce 0.2202 (0.2441) mask_dice 0.8524 (0.8414) mem 21941MB +[2025-12-25 04:40:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][30/1573] eta 0:20:48 lr 0.000033 time 0.4293 (0.8093) loss 1378.0308 (1319.4601) grad_norm 164.0714 (352.4852) embed_mse 1376.9580 (1318.3748) mask_bce 0.2391 (0.2441) mask_dice 0.8337 (0.8412) mem 21941MB +[2025-12-25 04:40:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][40/1573] eta 0:18:20 lr 0.000033 time 0.4548 (0.7180) loss 1387.4847 (1317.3407) grad_norm 189.9643 (299.0664) embed_mse 1386.4109 (1316.2541) mask_bce 0.2314 (0.2446) mask_dice 0.8424 (0.8420) mem 21941MB +[2025-12-25 04:40:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][50/1573] eta 0:18:09 lr 0.000033 time 0.4357 (0.7155) loss 1293.7212 (1315.2789) grad_norm 241.7708 (289.5172) embed_mse 1292.6096 (1314.1932) mask_bce 0.2900 (0.2431) mask_dice 0.8215 (0.8426) mem 21941MB +[2025-12-25 04:40:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][60/1573] eta 0:16:55 lr 0.000033 time 0.4496 (0.6710) loss 1341.0968 (1312.5300) grad_norm 311.6597 (292.6804) embed_mse 1340.0186 (1311.4431) mask_bce 0.2453 (0.2443) mask_dice 0.8330 (0.8426) mem 21941MB +[2025-12-25 04:40:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][70/1573] eta 0:15:57 lr 0.000033 time 0.4265 (0.6373) loss 1299.2784 (1311.2882) grad_norm 347.4369 (299.5249) embed_mse 1298.1593 (1310.1987) mask_bce 0.3068 (0.2472) mask_dice 0.8122 (0.8423) mem 21941MB +[2025-12-25 04:40:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][80/1573] eta 0:15:13 lr 0.000033 time 0.4227 (0.6116) loss 1285.2516 (1312.4329) grad_norm 167.5002 (273.4089) embed_mse 1284.1782 (1311.3445) mask_bce 0.2224 (0.2461) mask_dice 0.8509 (0.8423) mem 21941MB +[2025-12-25 04:40:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][90/1573] eta 0:15:08 lr 0.000033 time 0.7455 (0.6127) loss 1264.3895 (1312.6774) grad_norm 259.1874 (272.1160) embed_mse 1263.2910 (1311.5892) mask_bce 0.2563 (0.2456) mask_dice 0.8422 (0.8427) mem 21941MB +[2025-12-25 04:40:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][100/1573] eta 0:14:45 lr 0.000033 time 1.0870 (0.6014) loss 1341.0748 (1312.8790) grad_norm 175.6046 (264.0734) embed_mse 1340.0125 (1311.7902) mask_bce 0.2223 (0.2455) mask_dice 0.8401 (0.8432) mem 21941MB +[2025-12-25 04:41:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][110/1573] eta 0:14:17 lr 0.000033 time 0.4582 (0.5860) loss 1321.0546 (1312.8356) grad_norm 276.9866 (265.0667) embed_mse 1319.9587 (1311.7465) mask_bce 0.2556 (0.2460) mask_dice 0.8402 (0.8431) mem 21941MB +[2025-12-25 04:41:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][120/1573] eta 0:14:03 lr 0.000033 time 0.4242 (0.5806) loss 1321.4044 (1313.3817) grad_norm 191.5058 (256.7043) embed_mse 1320.2783 (1312.2920) mask_bce 0.2749 (0.2466) mask_dice 0.8512 (0.8431) mem 21941MB +[2025-12-25 04:41:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][130/1573] eta 0:13:41 lr 0.000033 time 0.4293 (0.5692) loss 1316.7623 (1312.1208) grad_norm 171.0273 (251.3495) embed_mse 1315.6987 (1311.0308) mask_bce 0.2173 (0.2469) mask_dice 0.8463 (0.8431) mem 21941MB +[2025-12-25 04:41:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][140/1573] eta 0:13:21 lr 0.000033 time 0.4284 (0.5593) loss 1378.5579 (1310.7720) grad_norm 208.7803 (248.8454) embed_mse 1377.5151 (1309.6827) mask_bce 0.1628 (0.2465) mask_dice 0.8799 (0.8429) mem 21941MB +[2025-12-25 04:41:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][150/1573] eta 0:13:03 lr 0.000033 time 0.4242 (0.5508) loss 1309.9844 (1311.2922) grad_norm 157.3730 (243.7636) embed_mse 1308.8839 (1310.2029) mask_bce 0.2679 (0.2467) mask_dice 0.8325 (0.8426) mem 21941MB +[2025-12-25 04:41:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][160/1573] eta 0:13:06 lr 0.000033 time 0.4277 (0.5568) loss 1356.9677 (1310.2338) grad_norm 190.7671 (242.9234) embed_mse 1355.8363 (1309.1446) mask_bce 0.2641 (0.2464) mask_dice 0.8673 (0.8428) mem 21941MB +[2025-12-25 04:41:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][170/1573] eta 0:13:21 lr 0.000033 time 0.4277 (0.5714) loss 1230.8433 (1310.9098) grad_norm 198.5628 (240.8110) embed_mse 1229.6694 (1309.8202) mask_bce 0.3194 (0.2465) mask_dice 0.8544 (0.8431) mem 21941MB +[2025-12-25 04:41:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][180/1573] eta 0:13:05 lr 0.000033 time 0.4254 (0.5641) loss 1260.6420 (1311.0181) grad_norm 359.4438 (246.2034) embed_mse 1259.5503 (1309.9283) mask_bce 0.2504 (0.2468) mask_dice 0.8412 (0.8429) mem 21941MB +[2025-12-25 04:41:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][190/1573] eta 0:12:50 lr 0.000033 time 0.4239 (0.5573) loss 1319.8022 (1310.3694) grad_norm 188.2458 (243.6835) embed_mse 1318.6960 (1309.2800) mask_bce 0.2767 (0.2466) mask_dice 0.8296 (0.8428) mem 21941MB +[2025-12-25 04:41:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][200/1573] eta 0:12:38 lr 0.000033 time 0.4295 (0.5526) loss 1336.1636 (1310.9282) grad_norm 189.1344 (240.0025) embed_mse 1335.0978 (1309.8385) mask_bce 0.2033 (0.2469) mask_dice 0.8626 (0.8428) mem 21941MB +[2025-12-25 04:41:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][210/1573] eta 0:13:04 lr 0.000033 time 0.4255 (0.5758) loss 1344.9418 (1310.6326) grad_norm 281.2520 (241.5891) embed_mse 1343.8335 (1309.5425) mask_bce 0.2250 (0.2470) mask_dice 0.8831 (0.8430) mem 21941MB +[2025-12-25 04:42:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][220/1573] eta 0:13:07 lr 0.000033 time 0.4562 (0.5823) loss 1320.7889 (1311.0852) grad_norm 285.1937 (243.2040) embed_mse 1319.7329 (1309.9948) mask_bce 0.2006 (0.2473) mask_dice 0.8555 (0.8432) mem 21941MB +[2025-12-25 04:42:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][230/1573] eta 0:12:54 lr 0.000033 time 0.4345 (0.5769) loss 1343.7035 (1311.4396) grad_norm 234.5816 (242.8961) embed_mse 1342.6420 (1310.3496) mask_bce 0.2431 (0.2468) mask_dice 0.8185 (0.8431) mem 21941MB +[2025-12-25 04:42:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][240/1573] eta 0:12:41 lr 0.000033 time 0.4485 (0.5713) loss 1304.5461 (1311.0290) grad_norm 164.3566 (239.2561) embed_mse 1303.4596 (1309.9391) mask_bce 0.2407 (0.2468) mask_dice 0.8458 (0.8430) mem 21941MB +[2025-12-25 04:42:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][250/1573] eta 0:12:28 lr 0.000033 time 0.4226 (0.5659) loss 1294.8230 (1311.2104) grad_norm 227.4013 (238.8736) embed_mse 1293.7373 (1310.1203) mask_bce 0.2491 (0.2473) mask_dice 0.8366 (0.8429) mem 21941MB +[2025-12-25 04:42:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][260/1573] eta 0:12:16 lr 0.000033 time 0.4217 (0.5611) loss 1378.6549 (1311.7999) grad_norm 149.9971 (236.0962) embed_mse 1377.5688 (1310.7098) mask_bce 0.2710 (0.2474) mask_dice 0.8150 (0.8427) mem 21941MB +[2025-12-25 04:42:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][270/1573] eta 0:12:09 lr 0.000033 time 1.3042 (0.5599) loss 1294.0186 (1311.9367) grad_norm 287.2307 (237.6458) embed_mse 1292.9276 (1310.8467) mask_bce 0.2551 (0.2476) mask_dice 0.8358 (0.8424) mem 21941MB +[2025-12-25 04:42:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][280/1573] eta 0:12:00 lr 0.000033 time 0.4251 (0.5572) loss 1343.0687 (1312.3860) grad_norm 191.7462 (237.9602) embed_mse 1342.0029 (1311.2963) mask_bce 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04:43:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][320/1573] eta 0:12:01 lr 0.000032 time 0.4254 (0.5761) loss 1279.8521 (1312.9160) grad_norm 311.4846 (240.7892) embed_mse 1278.7802 (1311.8268) mask_bce 0.2449 (0.2470) mask_dice 0.8270 (0.8423) mem 21941MB +[2025-12-25 04:43:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][330/1573] eta 0:12:02 lr 0.000032 time 2.8750 (0.5814) loss 1263.1991 (1312.6085) grad_norm 157.2271 (238.7511) embed_mse 1262.1250 (1311.5193) mask_bce 0.2559 (0.2469) mask_dice 0.8181 (0.8422) mem 21941MB +[2025-12-25 04:43:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][340/1573] eta 0:11:51 lr 0.000032 time 0.4219 (0.5769) loss 1271.4636 (1312.8143) grad_norm 193.1711 (237.6659) embed_mse 1270.3718 (1311.7253) mask_bce 0.2803 (0.2467) mask_dice 0.8116 (0.8422) mem 21941MB +[2025-12-25 04:43:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][350/1573] eta 0:11:42 lr 0.000032 time 0.4252 (0.5746) loss 1350.8566 (1313.2180) grad_norm 284.1725 (238.7474) embed_mse 1349.7162 (1312.1281) mask_bce 0.3414 (0.2479) mask_dice 0.7990 (0.8421) mem 21941MB +[2025-12-25 04:43:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][360/1573] eta 0:11:40 lr 0.000032 time 3.0421 (0.5778) loss 1264.5619 (1312.7925) grad_norm 221.8831 (238.4397) embed_mse 1263.4706 (1311.7019) mask_bce 0.2134 (0.2484) mask_dice 0.8779 (0.8421) mem 21941MB +[2025-12-25 04:43:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][370/1573] eta 0:11:35 lr 0.000032 time 0.4416 (0.5782) loss 1289.1595 (1312.5100) grad_norm 284.6652 (239.4446) embed_mse 1288.0509 (1311.4192) mask_bce 0.2690 (0.2490) mask_dice 0.8397 (0.8419) mem 21941MB +[2025-12-25 04:43:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][380/1573] eta 0:11:34 lr 0.000032 time 0.4244 (0.5823) loss 1341.8557 (1312.7986) grad_norm 155.3662 (237.6557) embed_mse 1340.7449 (1311.7075) mask_bce 0.2738 (0.2494) mask_dice 0.8371 (0.8417) mem 21941MB +[2025-12-25 04:43:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][390/1573] eta 0:11:24 lr 0.000032 time 0.4279 (0.5784) loss 1347.6910 (1313.0589) grad_norm 174.9982 (236.3504) embed_mse 1346.6331 (1311.9680) mask_bce 0.1993 (0.2492) mask_dice 0.8587 (0.8417) mem 21941MB +[2025-12-25 04:43:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][400/1573] eta 0:11:19 lr 0.000032 time 0.4213 (0.5789) loss 1286.7911 (1313.0476) grad_norm 240.8929 (236.3482) embed_mse 1285.7196 (1311.9569) mask_bce 0.2337 (0.2490) mask_dice 0.8378 (0.8417) mem 21941MB +[2025-12-25 04:43:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][410/1573] eta 0:11:09 lr 0.000032 time 0.5719 (0.5757) loss 1298.4995 (1312.6534) grad_norm 286.9757 (237.3409) 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0.8419 (0.8416) mem 21941MB +[2025-12-25 04:44:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][450/1573] eta 0:10:40 lr 0.000032 time 0.4236 (0.5706) loss 1254.4662 (1312.7763) grad_norm 526.7354 (242.2836) embed_mse 1253.3494 (1311.6854) mask_bce 0.3007 (0.2494) mask_dice 0.8160 (0.8415) mem 21941MB +[2025-12-25 04:44:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][460/1573] eta 0:10:31 lr 0.000032 time 0.4228 (0.5674) loss 1322.1030 (1312.8072) grad_norm 219.1376 (241.8775) embed_mse 1321.0348 (1311.7164) mask_bce 0.2134 (0.2491) mask_dice 0.8547 (0.8417) mem 21941MB +[2025-12-25 04:44:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][470/1573] eta 0:10:22 lr 0.000032 time 0.4173 (0.5645) loss 1370.3542 (1312.8178) grad_norm 215.2916 (241.4191) embed_mse 1369.2499 (1311.7272) mask_bce 0.2672 (0.2489) mask_dice 0.8371 (0.8418) mem 21941MB +[2025-12-25 04:44:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][480/1573] eta 0:10:20 lr 0.000032 time 0.4420 (0.5679) loss 1347.6689 (1312.9982) grad_norm 225.7363 (240.2142) embed_mse 1346.5800 (1311.9076) mask_bce 0.2510 (0.2489) mask_dice 0.8380 (0.8418) mem 21941MB +[2025-12-25 04:44:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][490/1573] eta 0:10:13 lr 0.000032 time 0.4388 (0.5662) loss 1316.3300 (1312.9689) grad_norm 208.1331 (239.6882) embed_mse 1315.2131 (1311.8785) mask_bce 0.2813 (0.2485) mask_dice 0.8356 (0.8419) mem 21941MB +[2025-12-25 04:44:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][500/1573] eta 0:10:09 lr 0.000032 time 1.1202 (0.5678) loss 1383.2587 (1312.8973) grad_norm 150.0110 (238.2418) embed_mse 1382.1771 (1311.8071) mask_bce 0.2358 (0.2481) mask_dice 0.8457 (0.8420) mem 21941MB +[2025-12-25 04:44:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][510/1573] eta 0:10:06 lr 0.000032 time 0.4257 (0.5709) loss 1346.5844 (1312.6901) grad_norm 294.0296 (239.1273) embed_mse 1345.4810 (1311.5999) mask_bce 0.2871 (0.2481) mask_dice 0.8163 (0.8421) mem 21941MB +[2025-12-25 04:44:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][520/1573] eta 0:09:58 lr 0.000032 time 0.4509 (0.5688) loss 1327.4333 (1312.7548) grad_norm 238.9050 (238.6198) embed_mse 1326.3571 (1311.6644) mask_bce 0.2617 (0.2484) mask_dice 0.8146 (0.8420) mem 21941MB +[2025-12-25 04:44:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][530/1573] eta 0:09:50 lr 0.000032 time 0.4266 (0.5664) loss 1269.7552 (1312.9608) grad_norm 160.7119 (237.4394) embed_mse 1268.6952 (1311.8708) mask_bce 0.2317 (0.2480) mask_dice 0.8284 (0.8420) mem 21941MB +[2025-12-25 04:45:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][540/1573] eta 0:09:43 lr 0.000032 time 1.0036 (0.5652) loss 1326.1920 (1312.8424) grad_norm 298.2779 (238.3474) embed_mse 1325.1229 (1311.7525) mask_bce 0.2204 (0.2479) mask_dice 0.8488 (0.8419) mem 21941MB +[2025-12-25 04:45:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][550/1573] eta 0:09:36 lr 0.000032 time 0.4330 (0.5632) loss 1316.1459 (1312.8228) grad_norm 239.4901 (238.3643) embed_mse 1315.0289 (1311.7329) mask_bce 0.2740 (0.2479) mask_dice 0.8429 (0.8420) mem 21941MB +[2025-12-25 04:45:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][560/1573] eta 0:09:28 lr 0.000032 time 0.4530 (0.5611) loss 1287.2058 (1312.7814) grad_norm 261.8979 (237.5634) embed_mse 1286.1221 (1311.6917) mask_bce 0.2481 (0.2478) mask_dice 0.8357 (0.8419) mem 21941MB +[2025-12-25 04:45:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][570/1573] eta 0:09:23 lr 0.000032 time 0.4390 (0.5616) loss 1272.2073 (1312.7554) grad_norm 311.9438 (238.6111) embed_mse 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(0.8420) mem 21941MB +[2025-12-25 04:45:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][610/1573] eta 0:09:02 lr 0.000032 time 0.4409 (0.5638) loss 1299.3396 (1313.1765) grad_norm 251.2462 (239.9170) embed_mse 1298.2590 (1312.0873) mask_bce 0.2405 (0.2471) mask_dice 0.8401 (0.8421) mem 21941MB +[2025-12-25 04:45:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][620/1573] eta 0:08:59 lr 0.000032 time 0.4517 (0.5666) loss 1285.4392 (1312.9717) grad_norm 216.3278 (239.6107) embed_mse 1284.3580 (1311.8826) mask_bce 0.2191 (0.2470) mask_dice 0.8621 (0.8421) mem 21941MB +[2025-12-25 04:45:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][630/1573] eta 0:08:52 lr 0.000032 time 0.4256 (0.5645) loss 1269.8112 (1312.6679) grad_norm 283.2481 (240.1702) embed_mse 1268.6899 (1311.5790) mask_bce 0.2855 (0.2467) mask_dice 0.8357 (0.8422) mem 21941MB +[2025-12-25 04:46:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][640/1573] eta 0:08:51 lr 0.000032 time 0.4237 (0.5693) loss 1248.2413 (1312.7355) grad_norm 206.6944 (239.4817) embed_mse 1247.1294 (1311.6463) mask_bce 0.2738 (0.2468) mask_dice 0.8382 (0.8423) mem 21941MB +[2025-12-25 04:46:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][650/1573] eta 0:08:43 lr 0.000032 time 0.4292 (0.5673) loss 1332.0975 (1312.5240) grad_norm 262.1571 (239.7616) embed_mse 1331.0143 (1311.4348) mask_bce 0.2615 (0.2471) mask_dice 0.8218 (0.8422) mem 21941MB +[2025-12-25 04:46:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][660/1573] eta 0:08:36 lr 0.000032 time 0.4322 (0.5653) loss 1355.3763 (1312.5513) grad_norm 206.3726 (239.3544) embed_mse 1354.2603 (1311.4622) mask_bce 0.2827 (0.2468) mask_dice 0.8334 (0.8422) mem 21941MB +[2025-12-25 04:46:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][670/1573] eta 0:08:28 lr 0.000032 time 0.4248 (0.5634) loss 1432.4327 (1312.6175) grad_norm 187.1145 (238.7250) embed_mse 1431.3594 (1311.5287) mask_bce 0.2025 (0.2467) mask_dice 0.8708 (0.8422) mem 21941MB +[2025-12-25 04:46:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][680/1573] eta 0:08:26 lr 0.000032 time 0.4315 (0.5675) loss 1252.6597 (1312.8524) grad_norm 182.3383 (238.4395) embed_mse 1251.5884 (1311.7633) mask_bce 0.2360 (0.2469) mask_dice 0.8352 (0.8422) mem 21941MB +[2025-12-25 04:46:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][690/1573] eta 0:08:21 lr 0.000032 time 0.4896 (0.5678) loss 1318.0968 (1312.6751) grad_norm 159.4024 (237.5204) embed_mse 1316.9482 (1311.5858) mask_bce 0.3131 (0.2470) mask_dice 0.8355 (0.8423) mem 21941MB +[2025-12-25 04:46:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][700/1573] eta 0:08:14 lr 0.000032 time 0.4253 (0.5660) loss 1362.9066 (1312.5490) grad_norm 177.8133 (236.8341) embed_mse 1361.8174 (1311.4598) mask_bce 0.2316 (0.2470) mask_dice 0.8576 (0.8422) mem 21941MB +[2025-12-25 04:46:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][710/1573] eta 0:08:08 lr 0.000032 time 1.8497 (0.5666) loss 1295.0443 (1312.5852) grad_norm 182.9372 (236.2217) embed_mse 1293.9567 (1311.4959) mask_bce 0.2566 (0.2470) mask_dice 0.8311 (0.8423) mem 21941MB +[2025-12-25 04:46:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][720/1573] eta 0:08:01 lr 0.000032 time 0.4311 (0.5648) loss 1275.9941 (1312.6043) grad_norm 190.7798 (237.4087) embed_mse 1274.9070 (1311.5150) mask_bce 0.2451 (0.2470) mask_dice 0.8421 (0.8423) mem 21941MB +[2025-12-25 04:46:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][730/1573] eta 0:08:00 lr 0.000032 time 0.4259 (0.5699) loss 1325.0084 (1312.4212) grad_norm 252.7350 (237.5771) embed_mse 1323.9441 (1311.3317) mask_bce 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04:47:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][770/1573] eta 0:07:34 lr 0.000032 time 0.4238 (0.5659) loss 1353.2754 (1312.9764) grad_norm 210.1658 (238.5251) embed_mse 1352.2031 (1311.8870) mask_bce 0.2195 (0.2472) mask_dice 0.8527 (0.8422) mem 21941MB +[2025-12-25 04:47:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][780/1573] eta 0:07:27 lr 0.000032 time 0.4230 (0.5646) loss 1248.4241 (1313.0399) grad_norm 413.5610 (240.3296) embed_mse 1247.3425 (1311.9504) mask_bce 0.2582 (0.2473) mask_dice 0.8234 (0.8423) mem 21941MB +[2025-12-25 04:47:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][790/1573] eta 0:07:24 lr 0.000032 time 0.4243 (0.5676) loss 1272.7842 (1312.8577) grad_norm 230.2283 (240.2265) embed_mse 1271.6772 (1311.7681) mask_bce 0.2812 (0.2473) mask_dice 0.8256 (0.8422) mem 21941MB +[2025-12-25 04:47:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][800/1573] eta 0:07:20 lr 0.000032 time 0.4227 (0.5702) loss 1323.3669 (1313.0745) grad_norm 271.1739 (240.4648) embed_mse 1322.2694 (1311.9848) mask_bce 0.2288 (0.2476) mask_dice 0.8687 (0.8422) mem 21941MB +[2025-12-25 04:47:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][810/1573] eta 0:07:13 lr 0.000032 time 0.4242 (0.5684) loss 1315.8123 (1313.1954) grad_norm 156.7557 (239.6360) embed_mse 1314.7480 (1312.1058) mask_bce 0.2197 (0.2474) mask_dice 0.8445 (0.8422) mem 21941MB +[2025-12-25 04:47:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][820/1573] eta 0:07:09 lr 0.000032 time 0.4283 (0.5698) loss 1362.3606 (1313.1985) grad_norm 186.3611 (239.1137) embed_mse 1361.2568 (1312.1090) mask_bce 0.2742 (0.2473) mask_dice 0.8296 (0.8422) mem 21941MB +[2025-12-25 04:47:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][830/1573] eta 0:07:02 lr 0.000032 time 0.8989 (0.5687) loss 1321.8418 (1313.2892) grad_norm 297.1361 (239.6770) embed_mse 1320.7451 (1312.1997) mask_bce 0.2555 (0.2473) mask_dice 0.8412 (0.8422) mem 21941MB +[2025-12-25 04:47:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][840/1573] eta 0:06:59 lr 0.000032 time 0.4312 (0.5727) loss 1401.9336 (1313.2575) grad_norm 380.3128 (243.0661) embed_mse 1400.8219 (1312.1680) mask_bce 0.2692 (0.2473) mask_dice 0.8425 (0.8422) mem 21941MB +[2025-12-25 04:48:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][850/1573] eta 0:06:52 lr 0.000032 time 0.4211 (0.5710) loss 1272.5795 (1313.4076) grad_norm 287.4558 (243.4848) embed_mse 1271.5188 (1312.3182) mask_bce 0.2227 (0.2472) mask_dice 0.8379 (0.8422) mem 21941MB +[2025-12-25 04:48:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][860/1573] eta 0:06:46 lr 0.000032 time 0.4412 (0.5698) loss 1388.5392 (1313.3000) grad_norm 255.0508 (243.5929) embed_mse 1387.4657 (1312.2105) mask_bce 0.2288 (0.2473) mask_dice 0.8447 (0.8421) mem 21941MB +[2025-12-25 04:48:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][870/1573] eta 0:06:40 lr 0.000032 time 0.4312 (0.5694) loss 1263.0105 (1313.5169) grad_norm 189.6204 (243.0932) embed_mse 1261.9473 (1312.4275) mask_bce 0.2250 (0.2472) mask_dice 0.8383 (0.8422) mem 21941MB +[2025-12-25 04:48:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][880/1573] eta 0:06:35 lr 0.000032 time 0.4224 (0.5705) loss 1357.4762 (1313.6362) grad_norm 232.8624 (242.4814) embed_mse 1356.4114 (1312.5465) mask_bce 0.2172 (0.2475) mask_dice 0.8477 (0.8422) mem 21941MB +[2025-12-25 04:48:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][890/1573] eta 0:06:29 lr 0.000032 time 0.4208 (0.5699) loss 1294.0865 (1313.5669) grad_norm 181.9325 (241.9359) embed_mse 1293.0048 (1312.4774) mask_bce 0.2260 (0.2472) mask_dice 0.8558 (0.8422) mem 21941MB +[2025-12-25 04:48:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][900/1573] eta 0:06:27 lr 0.000032 time 4.3895 (0.5760) loss 1275.1720 (1313.5688) grad_norm 251.0746 (242.0175) embed_mse 1274.0709 (1312.4793) mask_bce 0.2563 (0.2472) mask_dice 0.8448 (0.8423) mem 21941MB +[2025-12-25 04:48:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][910/1573] eta 0:06:20 lr 0.000032 time 0.4222 (0.5744) loss 1356.6819 (1313.7815) grad_norm 252.4718 (242.1100) embed_mse 1355.5864 (1312.6921) mask_bce 0.2455 (0.2471) mask_dice 0.8500 (0.8423) mem 21941MB +[2025-12-25 04:48:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][920/1573] eta 0:06:14 lr 0.000032 time 0.4188 (0.5728) loss 1306.5748 (1313.9728) grad_norm 226.2063 (241.8401) embed_mse 1305.4633 (1312.8834) mask_bce 0.2531 (0.2470) mask_dice 0.8584 (0.8424) mem 21941MB +[2025-12-25 04:48:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][930/1573] eta 0:06:07 lr 0.000032 time 0.4191 (0.5712) loss 1389.9672 (1313.9966) grad_norm 166.6517 (241.1920) embed_mse 1388.8616 (1312.9073) mask_bce 0.2783 (0.2468) mask_dice 0.8272 (0.8424) mem 21941MB +[2025-12-25 04:48:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][940/1573] eta 0:06:02 lr 0.000032 time 0.4223 (0.5720) loss 1283.3995 (1313.9618) grad_norm 216.7808 (240.9834) embed_mse 1282.3359 (1312.8725) mask_bce 0.2146 (0.2469) mask_dice 0.8490 (0.8425) mem 21941MB +[2025-12-25 04:48:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][950/1573] eta 0:05:55 lr 0.000031 time 0.4249 (0.5705) loss 1327.1217 (1313.9456) grad_norm 213.0597 (240.7467) embed_mse 1326.0466 (1312.8564) mask_bce 0.2391 (0.2467) mask_dice 0.8359 (0.8425) mem 21941MB +[2025-12-25 04:49:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][960/1573] eta 0:05:50 lr 0.000031 time 0.4242 (0.5714) loss 1295.7903 (1313.8077) grad_norm 384.0527 (241.3904) embed_mse 1294.7074 (1312.7182) mask_bce 0.2694 (0.2470) mask_dice 0.8135 (0.8425) mem 21941MB +[2025-12-25 04:49:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][970/1573] eta 0:05:44 lr 0.000031 time 0.4251 (0.5711) loss 1342.3234 (1313.8883) grad_norm 274.0945 (241.6607) embed_mse 1341.2224 (1312.7989) mask_bce 0.2644 (0.2470) mask_dice 0.8366 (0.8424) mem 21941MB +[2025-12-25 04:49:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][980/1573] eta 0:05:42 lr 0.000031 time 0.4409 (0.5772) loss 1326.4512 (1314.0012) grad_norm 200.8054 (241.3258) embed_mse 1325.3213 (1312.9118) mask_bce 0.3287 (0.2469) mask_dice 0.8013 (0.8425) mem 21941MB +[2025-12-25 04:49:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][990/1573] eta 0:05:35 lr 0.000031 time 0.4297 (0.5758) loss 1269.9694 (1313.8868) grad_norm 180.2898 (240.8295) embed_mse 1268.8853 (1312.7974) mask_bce 0.2408 (0.2469) mask_dice 0.8434 (0.8424) mem 21941MB +[2025-12-25 04:49:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1000/1573] eta 0:05:29 lr 0.000031 time 0.4274 (0.5748) loss 1291.0410 (1313.8362) grad_norm 155.4935 (240.3625) embed_mse 1289.9722 (1312.7468) mask_bce 0.2277 (0.2470) mask_dice 0.8411 (0.8424) mem 21941MB +[2025-12-25 04:49:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1010/1573] eta 0:05:25 lr 0.000031 time 0.4217 (0.5788) loss 1327.8208 (1313.7392) grad_norm 322.3575 (241.0133) embed_mse 1326.6570 (1312.6498) mask_bce 0.3224 (0.2469) mask_dice 0.8415 (0.8424) mem 21941MB +[2025-12-25 04:49:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1020/1573] eta 0:05:20 lr 0.000031 time 2.9886 (0.5799) loss 1327.6184 (1313.7325) grad_norm 196.3521 (240.6616) embed_mse 1326.5553 (1312.6432) mask_bce 0.2076 (0.2469) mask_dice 0.8555 (0.8424) mem 21941MB +[2025-12-25 04:49:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1030/1573] eta 0:05:14 lr 0.000031 time 0.4363 (0.5786) loss 1305.9977 (1313.7437) grad_norm 168.5483 (240.0982) embed_mse 1304.8987 (1312.6545) mask_bce 0.2618 (0.2468) mask_dice 0.8371 (0.8424) mem 21941MB +[2025-12-25 04:49:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1040/1573] eta 0:05:08 lr 0.000031 time 0.4221 (0.5780) loss 1290.0691 (1313.6782) grad_norm 188.9170 (239.6095) embed_mse 1289.0098 (1312.5890) mask_bce 0.2071 (0.2467) mask_dice 0.8521 (0.8425) mem 21941MB +[2025-12-25 04:50:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1050/1573] eta 0:05:02 lr 0.000031 time 0.4502 (0.5792) loss 1312.9829 (1313.5101) grad_norm 161.9226 (239.0165) embed_mse 1311.9185 (1312.4207) mask_bce 0.2255 (0.2468) mask_dice 0.8390 (0.8426) mem 21941MB +[2025-12-25 04:50:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1060/1573] eta 0:04:57 lr 0.000031 time 0.4395 (0.5798) loss 1264.3430 (1313.5912) grad_norm 191.7690 (238.6586) embed_mse 1263.2489 (1312.5017) mask_bce 0.2702 (0.2468) mask_dice 0.8238 (0.8427) mem 21941MB +[2025-12-25 04:50:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1070/1573] eta 0:04:51 lr 0.000031 time 0.4240 (0.5787) loss 1339.2338 (1313.5664) grad_norm 221.3466 (238.5284) embed_mse 1338.1665 (1312.4769) mask_bce 0.2399 (0.2468) mask_dice 0.8274 (0.8427) mem 21941MB +[2025-12-25 04:50:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1080/1573] eta 0:04:46 lr 0.000031 time 0.4454 (0.5808) loss 1338.2358 (1313.6600) grad_norm 316.2903 (239.4847) embed_mse 1337.1720 (1312.5705) mask_bce 0.1838 (0.2468) mask_dice 0.8802 (0.8427) mem 21941MB +[2025-12-25 04:50:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1090/1573] eta 0:04:41 lr 0.000031 time 0.4184 (0.5830) loss 1364.0183 (1313.6033) grad_norm 202.7062 (239.2143) embed_mse 1362.9698 (1312.5138) mask_bce 0.2121 (0.2469) mask_dice 0.8364 (0.8427) mem 21941MB +[2025-12-25 04:50:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1100/1573] eta 0:04:35 lr 0.000031 time 0.4302 (0.5833) loss 1368.4590 (1313.7624) grad_norm 275.0822 (239.4761) embed_mse 1367.2136 (1312.6729) mask_bce 0.3814 (0.2468) mask_dice 0.8638 (0.8427) mem 21941MB +[2025-12-25 04:50:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1110/1573] eta 0:04:29 lr 0.000031 time 0.4417 (0.5820) loss 1254.5730 (1313.8313) grad_norm 340.2216 (240.2061) embed_mse 1253.4785 (1312.7418) mask_bce 0.2283 (0.2468) mask_dice 0.8662 (0.8427) mem 21941MB +[2025-12-25 04:50:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1120/1573] eta 0:04:24 lr 0.000031 time 0.4308 (0.5839) loss 1287.5940 (1313.7000) grad_norm 181.7122 (239.5800) embed_mse 1286.4962 (1312.6104) mask_bce 0.2207 (0.2469) mask_dice 0.8771 (0.8427) mem 21941MB +[2025-12-25 04:51:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1130/1573] eta 0:04:20 lr 0.000031 time 0.4298 (0.5879) loss 1313.0286 (1313.8065) grad_norm 303.7599 (240.0352) embed_mse 1311.9359 (1312.7170) mask_bce 0.2670 (0.2469) mask_dice 0.8257 (0.8427) mem 21941MB +[2025-12-25 04:51:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1140/1573] eta 0:04:14 lr 0.000031 time 0.4718 (0.5867) loss 1285.9911 (1313.5428) grad_norm 158.3962 (239.4603) embed_mse 1284.9207 (1312.4533) mask_bce 0.2194 (0.2468) mask_dice 0.8511 (0.8427) mem 21941MB +[2025-12-25 04:51:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1150/1573] eta 0:04:09 lr 0.000031 time 0.4295 (0.5905) loss 1318.2604 (1313.4725) grad_norm 201.9138 (239.1977) embed_mse 1317.2000 (1312.3832) mask_bce 0.2018 (0.2466) mask_dice 0.8586 (0.8427) mem 21941MB +[2025-12-25 04:51:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1160/1573] eta 0:04:04 lr 0.000031 time 0.4328 (0.5922) loss 1232.7609 (1313.3635) grad_norm 164.3546 (238.4796) embed_mse 1231.6648 (1312.2742) mask_bce 0.2923 (0.2466) mask_dice 0.8038 (0.8427) mem 21941MB +[2025-12-25 04:51:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1170/1573] eta 0:03:58 lr 0.000031 time 0.4323 (0.5914) loss 1308.1240 (1313.2742) grad_norm 371.1969 (239.3886) embed_mse 1307.0419 (1312.1849) mask_bce 0.2540 (0.2466) mask_dice 0.8282 (0.8427) mem 21941MB +[2025-12-25 04:51:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1180/1573] eta 0:03:55 lr 0.000031 time 0.4490 (0.5983) loss 1332.0067 (1313.2423) grad_norm 210.0746 (239.1892) embed_mse 1330.9457 (1312.1530) mask_bce 0.2121 (0.2467) mask_dice 0.8489 (0.8427) mem 21941MB +[2025-12-25 04:51:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1190/1573] eta 0:03:48 lr 0.000031 time 0.4280 (0.5973) loss 1273.6415 (1313.0692) grad_norm 287.8557 (239.5180) embed_mse 1272.5625 (1311.9799) mask_bce 0.2297 (0.2465) mask_dice 0.8493 (0.8428) mem 21941MB +[2025-12-25 04:51:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1200/1573] eta 0:03:42 lr 0.000031 time 0.4338 (0.5962) loss 1277.2819 (1313.0372) grad_norm 388.8171 (240.4524) embed_mse 1276.2236 (1311.9479) mask_bce 0.2377 (0.2465) mask_dice 0.8206 (0.8427) mem 21941MB +[2025-12-25 04:52:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1210/1573] eta 0:03:37 lr 0.000031 time 0.4245 (0.5989) loss 1318.6665 (1313.1108) grad_norm 182.3403 (240.0676) embed_mse 1317.6086 (1312.0216) mask_bce 0.2104 (0.2464) mask_dice 0.8474 (0.8427) mem 21941MB +[2025-12-25 04:52:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1220/1573] eta 0:03:31 lr 0.000031 time 0.4357 (0.6004) loss 1270.4607 (1313.0492) grad_norm 227.1434 (239.9825) embed_mse 1269.3738 (1311.9601) mask_bce 0.2440 (0.2464) mask_dice 0.8429 (0.8427) mem 21941MB +[2025-12-25 04:52:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1230/1573] eta 0:03:25 lr 0.000031 time 0.4303 (0.5994) loss 1341.5902 (1313.0201) grad_norm 287.9724 (240.2962) embed_mse 1340.4893 (1311.9310) mask_bce 0.2536 (0.2464) mask_dice 0.8472 (0.8427) mem 21941MB +[2025-12-25 04:52:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1240/1573] eta 0:03:20 lr 0.000031 time 0.4299 (0.6006) loss 1366.0848 (1313.1639) grad_norm 184.8123 (239.7037) embed_mse 1365.0051 (1312.0749) mask_bce 0.2467 (0.2462) mask_dice 0.8331 (0.8428) mem 21941MB +[2025-12-25 04:52:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1250/1573] eta 0:03:13 lr 0.000031 time 0.4310 (0.5993) loss 1360.4880 (1313.3401) grad_norm 175.1811 (239.2901) embed_mse 1359.3988 (1312.2511) mask_bce 0.2371 (0.2461) mask_dice 0.8522 (0.8428) mem 21941MB +[2025-12-25 04:52:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1260/1573] eta 0:03:08 lr 0.000031 time 0.4279 (0.6009) loss 1321.5554 (1313.4107) grad_norm 303.0605 (239.6963) embed_mse 1320.4875 (1312.3219) mask_bce 0.2341 (0.2461) mask_dice 0.8337 (0.8428) mem 21941MB +[2025-12-25 04:52:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1270/1573] eta 0:03:02 lr 0.000031 time 0.4239 (0.6011) loss 1280.2479 (1313.4243) grad_norm 184.1154 (239.3445) embed_mse 1279.1244 (1312.3354) mask_bce 0.3060 (0.2461) mask_dice 0.8176 (0.8428) mem 21941MB +[2025-12-25 04:52:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1280/1573] eta 0:02:56 lr 0.000031 time 0.4289 (0.6025) loss 1284.3180 (1313.5135) grad_norm 208.6400 (238.8784) embed_mse 1283.2552 (1312.4248) mask_bce 0.2167 (0.2459) mask_dice 0.8460 (0.8428) mem 21941MB +[2025-12-25 04:52:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1290/1573] eta 0:02:50 lr 0.000031 time 0.4259 (0.6033) loss 1362.8639 (1313.4498) grad_norm 207.8038 (238.6854) embed_mse 1361.7886 (1312.3610) mask_bce 0.1907 (0.2460) mask_dice 0.8847 (0.8428) mem 21941MB +[2025-12-25 04:53:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1300/1573] eta 0:02:45 lr 0.000031 time 0.4402 (0.6066) loss 1262.1661 (1313.4811) grad_norm 219.0491 (238.5642) embed_mse 1261.0793 (1312.3923) mask_bce 0.2561 (0.2461) mask_dice 0.8307 (0.8428) mem 21941MB +[2025-12-25 04:53:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1310/1573] eta 0:02:39 lr 0.000031 time 0.4229 (0.6083) loss 1267.9851 (1313.5413) grad_norm 200.5620 (238.3310) embed_mse 1266.8782 (1312.4525) mask_bce 0.2934 (0.2460) mask_dice 0.8135 (0.8428) mem 21941MB +[2025-12-25 04:53:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1320/1573] eta 0:02:33 lr 0.000031 time 0.4296 (0.6069) loss 1371.2709 (1313.6981) grad_norm 232.0858 (238.1329) embed_mse 1370.1860 (1312.6093) mask_bce 0.2564 (0.2459) mask_dice 0.8285 (0.8428) mem 21941MB +[2025-12-25 04:53:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1330/1573] eta 0:02:27 lr 0.000031 time 0.6410 (0.6090) loss 1304.3969 (1313.7552) grad_norm 191.9420 (237.8547) embed_mse 1303.2991 (1312.6665) mask_bce 0.2591 (0.2459) mask_dice 0.8387 (0.8428) mem 21941MB +[2025-12-25 04:53:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1340/1573] eta 0:02:21 lr 0.000031 time 0.4962 (0.6094) loss 1239.8218 (1313.6640) grad_norm 365.2386 (238.6175) embed_mse 1238.7335 (1312.5754) mask_bce 0.2726 (0.2459) mask_dice 0.8157 (0.8427) mem 21941MB +[2025-12-25 04:53:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1350/1573] eta 0:02:16 lr 0.000031 time 0.4404 (0.6115) loss 1407.7264 (1313.7850) grad_norm 355.6015 (239.3138) embed_mse 1406.6556 (1312.6964) mask_bce 0.2248 (0.2459) mask_dice 0.8461 (0.8427) mem 21941MB +[2025-12-25 04:53:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1360/1573] eta 0:02:10 lr 0.000031 time 0.4298 (0.6136) loss 1330.5934 (1313.9122) grad_norm 269.2856 (239.7805) embed_mse 1329.5276 (1312.8235) mask_bce 0.2025 (0.2459) mask_dice 0.8632 (0.8427) mem 21941MB +[2025-12-25 04:53:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1370/1573] eta 0:02:04 lr 0.000031 time 2.1849 (0.6142) loss 1269.7457 (1313.9316) grad_norm 187.7096 (239.4760) embed_mse 1268.6621 (1312.8430) mask_bce 0.2457 (0.2459) mask_dice 0.8378 (0.8427) mem 21941MB +[2025-12-25 04:54:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1380/1573] eta 0:01:59 lr 0.000031 time 0.4257 (0.6199) loss 1382.2273 (1313.9259) grad_norm 216.9569 (239.3451) embed_mse 1381.1643 (1312.8372) mask_bce 0.2269 (0.2459) mask_dice 0.8361 (0.8427) mem 21941MB +[2025-12-25 04:54:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1390/1573] eta 0:01:53 lr 0.000031 time 0.4224 (0.6195) loss 1299.7188 (1313.9481) grad_norm 243.6609 (239.3700) embed_mse 1298.6515 (1312.8595) mask_bce 0.2310 (0.2459) mask_dice 0.8362 (0.8427) mem 21941MB +[2025-12-25 04:54:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1400/1573] eta 0:01:47 lr 0.000031 time 0.4248 (0.6199) loss 1278.3054 (1313.8889) grad_norm 277.5977 (239.7424) embed_mse 1277.2539 (1312.8003) mask_bce 0.1865 (0.2460) mask_dice 0.8650 (0.8427) mem 21941MB +[2025-12-25 04:54:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1410/1573] eta 0:01:41 lr 0.000031 time 7.2055 (0.6236) loss 1304.6499 (1313.8241) grad_norm 238.0316 (239.7327) embed_mse 1303.5442 (1312.7354) mask_bce 0.2582 (0.2461) mask_dice 0.8476 (0.8427) mem 21941MB +[2025-12-25 04:54:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1420/1573] eta 0:01:35 lr 0.000031 time 0.4239 (0.6244) loss 1221.9861 (1313.8315) grad_norm 177.3552 (239.3802) embed_mse 1220.8673 (1312.7428) mask_bce 0.2864 (0.2460) mask_dice 0.8324 (0.8427) mem 21941MB +[2025-12-25 04:54:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1430/1573] eta 0:01:29 lr 0.000031 time 0.4215 (0.6273) loss 1322.0999 (1313.7423) grad_norm 200.4854 (239.1617) embed_mse 1321.0458 (1312.6538) mask_bce 0.1779 (0.2458) mask_dice 0.8762 (0.8427) mem 21941MB +[2025-12-25 04:55:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1440/1573] eta 0:01:23 lr 0.000031 time 0.4231 (0.6310) loss 1338.4106 (1313.7324) grad_norm 172.3014 (238.6286) embed_mse 1337.3295 (1312.6439) mask_bce 0.2432 (0.2459) mask_dice 0.8380 (0.8426) mem 21941MB +[2025-12-25 04:55:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1450/1573] eta 0:01:17 lr 0.000031 time 0.4393 (0.6313) loss 1375.4779 (1313.7984) grad_norm 168.1967 (238.2395) embed_mse 1374.3823 (1312.7098) mask_bce 0.2561 (0.2459) mask_dice 0.8395 (0.8427) mem 21941MB +[2025-12-25 04:55:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1460/1573] eta 0:01:11 lr 0.000031 time 0.4261 (0.6324) loss 1307.1331 (1313.8358) grad_norm 350.4985 (238.8563) embed_mse 1306.0703 (1312.7473) mask_bce 0.1979 (0.2458) mask_dice 0.8649 (0.8427) mem 21941MB +[2025-12-25 04:55:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1470/1573] eta 0:01:05 lr 0.000031 time 0.4218 (0.6317) loss 1350.0332 (1313.9356) grad_norm 199.8311 (238.6431) embed_mse 1348.9246 (1312.8470) mask_bce 0.2908 (0.2459) mask_dice 0.8178 (0.8427) mem 21941MB +[2025-12-25 04:55:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1480/1573] eta 0:00:58 lr 0.000031 time 0.4273 (0.6325) loss 1394.8937 (1313.9851) grad_norm 256.3864 (238.6628) embed_mse 1393.7977 (1312.8965) mask_bce 0.2605 (0.2459) mask_dice 0.8355 (0.8427) mem 21941MB +[2025-12-25 04:55:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1490/1573] eta 0:00:52 lr 0.000031 time 0.4322 (0.6344) loss 1239.8228 (1313.8808) grad_norm 184.8576 (238.3736) embed_mse 1238.7302 (1312.7923) mask_bce 0.2610 (0.2458) mask_dice 0.8315 (0.8427) mem 21941MB +[2025-12-25 04:55:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1500/1573] eta 0:00:46 lr 0.000031 time 0.4621 (0.6378) loss 1284.9944 (1313.8881) grad_norm 183.7964 (238.0817) embed_mse 1283.9120 (1312.7997) mask_bce 0.2490 (0.2458) mask_dice 0.8335 (0.8427) mem 21941MB +[2025-12-25 04:55:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1510/1573] eta 0:00:40 lr 0.000031 time 0.4230 (0.6364) loss 1305.5095 (1313.8000) grad_norm 167.5922 (237.7068) embed_mse 1304.4038 (1312.7115) mask_bce 0.2860 (0.2458) mask_dice 0.8197 (0.8427) mem 21941MB +[2025-12-25 04:56:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1520/1573] eta 0:00:33 lr 0.000031 time 0.4424 (0.6367) loss 1296.2065 (1313.7125) grad_norm 188.6184 (237.5584) embed_mse 1295.0891 (1312.6241) mask_bce 0.2805 (0.2458) mask_dice 0.8369 (0.8427) mem 21941MB +[2025-12-25 04:56:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1530/1573] eta 0:00:27 lr 0.000031 time 1.6375 (0.6390) loss 1304.1495 (1313.6309) grad_norm 200.9956 (237.3670) embed_mse 1303.0875 (1312.5425) mask_bce 0.2247 (0.2458) mask_dice 0.8372 (0.8427) mem 21941MB +[2025-12-25 04:56:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1540/1573] eta 0:00:21 lr 0.000031 time 0.4280 (0.6416) loss 1293.9261 (1313.6670) grad_norm 233.2176 (237.3454) embed_mse 1292.8546 (1312.5787) mask_bce 0.2165 (0.2457) mask_dice 0.8550 (0.8427) mem 21941MB +[2025-12-25 04:56:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1550/1573] eta 0:00:14 lr 0.000031 time 0.4260 (0.6450) loss 1294.4431 (1313.7107) grad_norm 185.0614 (237.0745) embed_mse 1293.3879 (1312.6224) mask_bce 0.2184 (0.2457) mask_dice 0.8368 (0.8426) mem 21941MB +[2025-12-25 04:56:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1560/1573] eta 0:00:08 lr 0.000031 time 0.4227 (0.6436) loss 1326.5308 (1313.7506) grad_norm 244.8805 (236.8633) embed_mse 1325.4248 (1312.6622) mask_bce 0.3095 (0.2458) mask_dice 0.7965 (0.8426) mem 21941MB +[2025-12-25 04:56:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1570/1573] eta 0:00:01 lr 0.000031 time 0.4485 (0.6498) loss 1240.0605 (1313.7262) grad_norm 209.0220 (236.7212) embed_mse 1238.9865 (1312.6378) mask_bce 0.2430 (0.2460) mask_dice 0.8311 (0.8425) mem 21941MB +[2025-12-25 04:56:58 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 12 training takes 0:17:02 +[2025-12-25 04:57:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][0/1573] eta 1:57:58 lr 0.000031 time 4.5001 (4.5001) loss 1381.1488 (1381.1488) grad_norm 0.0000 (0.0000) embed_mse 1380.0239 (1380.0239) mask_bce 0.2911 (0.2911) mask_dice 0.8339 (0.8339) mem 21941MB +[2025-12-25 04:57:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][10/1573] eta 0:38:18 lr 0.000030 time 0.4578 (1.4708) loss 1392.1285 (1323.7957) grad_norm 404.5076 (404.5076) embed_mse 1391.0570 (1322.7101) mask_bce 0.2059 (0.2433) mask_dice 0.8656 (0.8423) mem 21941MB +[2025-12-25 04:57:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][20/1573] eta 0:35:02 lr 0.000030 time 3.8418 (1.3536) loss 1302.9358 (1315.4467) grad_norm 223.2938 (313.9007) embed_mse 1301.8506 (1314.3574) mask_bce 0.2562 (0.2450) mask_dice 0.8291 (0.8443) mem 21941MB +[2025-12-25 04:57:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][30/1573] eta 0:30:07 lr 0.000030 time 0.4330 (1.1717) loss 1312.4374 (1320.4462) grad_norm 171.9684 (266.5899) embed_mse 1311.3616 (1319.3552) mask_bce 0.2497 (0.2463) mask_dice 0.8262 (0.8446) mem 21941MB +[2025-12-25 04:57:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][40/1573] eta 0:30:26 lr 0.000030 time 0.4343 (1.1912) loss 1288.6935 (1316.9754) grad_norm 346.9958 (302.0329) embed_mse 1287.5983 (1315.8873) mask_bce 0.2351 (0.2422) mask_dice 0.8601 (0.8459) mem 21941MB +[2025-12-25 04:57:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][50/1573] eta 0:27:31 lr 0.000030 time 0.4314 (1.0846) loss 1336.0596 (1312.6010) grad_norm 175.9201 (281.0141) embed_mse 1334.9893 (1311.5116) mask_bce 0.2195 (0.2448) mask_dice 0.8508 (0.8446) mem 21941MB +[2025-12-25 04:58:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][60/1573] eta 0:27:21 lr 0.000030 time 0.4229 (1.0852) loss 1327.2123 (1310.6403) grad_norm 347.1108 (290.4565) embed_mse 1326.1146 (1309.5493) mask_bce 0.2735 (0.2480) mask_dice 0.8240 (0.8429) mem 21941MB +[2025-12-25 04:58:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][70/1573] eta 0:25:24 lr 0.000030 time 0.4229 (1.0144) loss 1243.6729 (1310.3325) grad_norm 184.1913 (277.1734) embed_mse 1242.5533 (1309.2406) mask_bce 0.3026 (0.2496) mask_dice 0.8169 (0.8422) mem 21941MB +[2025-12-25 04:58:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][80/1573] eta 0:25:19 lr 0.000030 time 0.4216 (1.0180) loss 1357.3774 (1311.1737) grad_norm 362.9512 (279.2727) embed_mse 1356.2441 (1310.0824) mask_bce 0.3141 (0.2492) mask_dice 0.8192 (0.8421) mem 21941MB +[2025-12-25 04:58:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][90/1573] eta 0:24:57 lr 0.000030 time 0.4232 (1.0101) loss 1341.6688 (1312.9642) grad_norm 200.5128 (272.1127) embed_mse 1340.6102 (1311.8723) mask_bce 0.2149 (0.2507) mask_dice 0.8437 (0.8412) mem 21941MB +[2025-12-25 04:58:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][100/1573] eta 0:24:13 lr 0.000030 time 0.4444 (0.9870) loss 1282.2495 (1310.1668) grad_norm 296.0722 (274.1093) embed_mse 1281.1952 (1309.0758) mask_bce 0.1918 (0.2497) mask_dice 0.8625 (0.8414) mem 21941MB +[2025-12-25 04:58:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][110/1573] eta 0:23:18 lr 0.000030 time 0.4199 (0.9557) loss 1302.4414 (1311.0128) grad_norm 207.9387 (269.0193) embed_mse 1301.3556 (1309.9220) mask_bce 0.2390 (0.2492) mask_dice 0.8468 (0.8416) mem 21941MB +[2025-12-25 04:58:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][120/1573] eta 0:22:07 lr 0.000030 time 0.4264 (0.9136) loss 1379.0519 (1313.8187) grad_norm 330.2882 (266.8843) embed_mse 1377.9456 (1312.7274) mask_bce 0.2705 (0.2497) mask_dice 0.8358 (0.8415) mem 21941MB +[2025-12-25 04:58:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][130/1573] eta 0:21:32 lr 0.000030 time 0.4221 (0.8959) loss 1310.7383 (1313.9741) grad_norm 385.2600 (274.2828) embed_mse 1309.6533 (1312.8830) mask_bce 0.2328 (0.2497) mask_dice 0.8522 (0.8414) mem 21941MB +[2025-12-25 04:59:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][140/1573] eta 0:22:02 lr 0.000030 time 6.1252 (0.9228) loss 1388.3605 (1314.5056) grad_norm 180.2397 (268.7508) embed_mse 1387.3033 (1313.4151) mask_bce 0.2085 (0.2488) mask_dice 0.8486 (0.8418) mem 21941MB +[2025-12-25 04:59:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][150/1573] eta 0:21:06 lr 0.000030 time 0.4231 (0.8899) loss 1372.6490 (1314.0797) grad_norm 368.1406 (274.2725) embed_mse 1371.5670 (1312.9894) mask_bce 0.2128 (0.2484) mask_dice 0.8692 (0.8419) mem 21941MB +[2025-12-25 04:59:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][160/1573] eta 0:21:03 lr 0.000030 time 0.4209 (0.8944) loss 1312.2996 (1314.5500) grad_norm 196.0509 (274.1725) embed_mse 1311.2129 (1313.4597) mask_bce 0.2564 (0.2482) mask_dice 0.8304 (0.8421) mem 21941MB +[2025-12-25 04:59:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][170/1573] eta 0:20:53 lr 0.000030 time 0.4418 (0.8934) loss 1258.5319 (1314.5199) grad_norm 230.3837 (272.0874) embed_mse 1257.4919 (1313.4303) mask_bce 0.1914 (0.2475) mask_dice 0.8485 (0.8422) mem 21941MB +[2025-12-25 04:59:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][180/1573] eta 0:20:17 lr 0.000030 time 0.4343 (0.8738) loss 1305.3525 (1314.9467) grad_norm 184.4360 (268.1032) embed_mse 1304.2607 (1313.8574) mask_bce 0.2349 (0.2471) mask_dice 0.8570 (0.8421) mem 21941MB +[2025-12-25 04:59:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][190/1573] eta 0:19:54 lr 0.000030 time 0.4215 (0.8638) loss 1370.8750 (1314.3071) grad_norm 211.1842 (265.6285) embed_mse 1369.8021 (1313.2180) mask_bce 0.2282 (0.2471) mask_dice 0.8447 (0.8419) mem 21941MB +[2025-12-25 04:59:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][200/1573] eta 0:20:17 lr 0.000030 time 0.4212 (0.8871) loss 1362.2816 (1314.4746) grad_norm 328.4147 (266.8360) embed_mse 1361.1729 (1313.3861) mask_bce 0.2841 (0.2466) mask_dice 0.8246 (0.8420) mem 21941MB +[2025-12-25 05:00:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][210/1573] eta 0:19:45 lr 0.000030 time 0.4199 (0.8695) loss 1282.5281 (1313.9397) grad_norm 368.4467 (270.7441) embed_mse 1281.4803 (1312.8512) mask_bce 0.1620 (0.2462) mask_dice 0.8856 (0.8423) mem 21941MB +[2025-12-25 05:00:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][220/1573] eta 0:20:00 lr 0.000030 time 0.4217 (0.8875) loss 1333.9666 (1313.9182) grad_norm 236.0119 (269.4577) embed_mse 1332.8909 (1312.8297) mask_bce 0.2503 (0.2466) mask_dice 0.8255 (0.8419) mem 21941MB +[2025-12-25 05:00:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][230/1573] eta 0:19:40 lr 0.000030 time 0.4443 (0.8789) loss 1297.1567 (1314.1488) grad_norm 168.1683 (265.8403) embed_mse 1296.0963 (1313.0607) mask_bce 0.1843 (0.2460) mask_dice 0.8761 (0.8421) mem 21941MB +[2025-12-25 05:00:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][240/1573] eta 0:19:07 lr 0.000030 time 0.4244 (0.8608) loss 1278.9987 (1314.2181) grad_norm 189.0823 (261.9038) embed_mse 1277.9010 (1313.1299) mask_bce 0.2480 (0.2460) mask_dice 0.8497 (0.8422) mem 21941MB +[2025-12-25 05:00:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][250/1573] eta 0:19:08 lr 0.000030 time 0.5035 (0.8681) loss 1267.5179 (1314.0833) grad_norm 315.4405 (263.6307) embed_mse 1266.4517 (1312.9952) mask_bce 0.2260 (0.2460) mask_dice 0.8404 (0.8421) mem 21941MB +[2025-12-25 05:00:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][260/1573] eta 0:19:07 lr 0.000030 time 0.4249 (0.8737) loss 1380.0267 (1314.5255) grad_norm 348.4318 (266.2808) embed_mse 1378.9470 (1313.4372) mask_bce 0.2400 (0.2465) mask_dice 0.8397 (0.8418) mem 21941MB +[2025-12-25 05:00:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][270/1573] eta 0:19:02 lr 0.000030 time 4.0054 (0.8765) loss 1292.8090 (1314.3596) grad_norm 211.1174 (264.6092) 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embed_mse 1332.2339 (1314.3801) mask_bce 0.2736 (0.2449) mask_dice 0.8012 (0.8415) mem 21941MB +[2025-12-25 05:02:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][410/1573] eta 0:16:27 lr 0.000030 time 0.4629 (0.8492) loss 1313.8986 (1315.8084) grad_norm 245.8833 (inf) embed_mse 1312.8401 (1314.7223) mask_bce 0.2141 (0.2445) mask_dice 0.8443 (0.8416) mem 21941MB +[2025-12-25 05:02:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][420/1573] eta 0:16:14 lr 0.000030 time 0.4251 (0.8453) loss 1335.9425 (1316.2829) grad_norm 265.1079 (inf) embed_mse 1334.8448 (1315.1967) mask_bce 0.2592 (0.2446) mask_dice 0.8386 (0.8416) mem 21941MB +[2025-12-25 05:03:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][430/1573] eta 0:16:09 lr 0.000030 time 0.4326 (0.8484) loss 1349.6715 (1316.4191) grad_norm 299.6863 (inf) embed_mse 1348.5587 (1315.3331) mask_bce 0.2699 (0.2442) mask_dice 0.8429 (0.8418) mem 21941MB +[2025-12-25 05:03:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][440/1573] eta 0:15:56 lr 0.000030 time 0.4315 (0.8438) loss 1267.4742 (1316.4583) grad_norm 442.7491 (inf) embed_mse 1266.3706 (1315.3719) mask_bce 0.2753 (0.2445) mask_dice 0.8282 (0.8420) mem 21941MB +[2025-12-25 05:03:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][450/1573] eta 0:15:47 lr 0.000030 time 0.4228 (0.8440) loss 1375.8285 (1316.6502) grad_norm 255.2910 (inf) embed_mse 1374.6993 (1315.5637) mask_bce 0.2560 (0.2443) mask_dice 0.8732 (0.8422) mem 21941MB +[2025-12-25 05:03:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][460/1573] eta 0:15:43 lr 0.000030 time 0.4232 (0.8478) loss 1283.7415 (1316.4475) grad_norm 211.7785 (inf) embed_mse 1282.6531 (1315.3613) mask_bce 0.2659 (0.2439) mask_dice 0.8225 (0.8423) mem 21941MB +[2025-12-25 05:03:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][470/1573] eta 0:15:34 lr 0.000030 time 1.4881 (0.8470) loss 1302.5159 (1316.8897) grad_norm 221.5333 (inf) embed_mse 1301.4490 (1315.8032) mask_bce 0.2017 (0.2441) mask_dice 0.8653 (0.8424) mem 21941MB +[2025-12-25 05:03:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][480/1573] eta 0:15:35 lr 0.000030 time 0.4261 (0.8556) loss 1365.6364 (1316.1387) grad_norm 159.4733 (inf) embed_mse 1364.5989 (1315.0525) mask_bce 0.1931 (0.2439) mask_dice 0.8444 (0.8424) mem 21941MB +[2025-12-25 05:03:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][490/1573] eta 0:15:17 lr 0.000030 time 0.4267 (0.8476) loss 1261.2079 (1316.1359) grad_norm 187.5821 (inf) embed_mse 1260.1074 (1315.0498) mask_bce 0.2646 (0.2437) mask_dice 0.8360 (0.8424) mem 21941MB +[2025-12-25 05:04:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][500/1573] eta 0:15:08 lr 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embed_mse 1286.9788 (1315.0122) mask_bce 0.2925 (0.2438) mask_dice 0.8451 (0.8421) mem 21941MB +[2025-12-25 05:04:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][540/1573] eta 0:14:39 lr 0.000030 time 0.4266 (0.8517) loss 1324.7791 (1316.1843) grad_norm 168.7491 (inf) embed_mse 1323.6852 (1315.0984) mask_bce 0.2711 (0.2438) mask_dice 0.8227 (0.8421) mem 21941MB +[2025-12-25 05:04:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][550/1573] eta 0:14:35 lr 0.000030 time 0.4314 (0.8559) loss 1273.9750 (1316.3458) grad_norm 252.5082 (inf) embed_mse 1272.8949 (1315.2601) mask_bce 0.2460 (0.2436) mask_dice 0.8342 (0.8421) mem 21941MB +[2025-12-25 05:04:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][560/1573] eta 0:14:21 lr 0.000030 time 0.4281 (0.8508) loss 1346.0497 (1316.4911) grad_norm 246.9754 (inf) embed_mse 1344.9780 (1315.4053) mask_bce 0.2336 (0.2438) mask_dice 0.8381 (0.8420) mem 21941MB +[2025-12-25 05:05:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][570/1573] eta 0:14:09 lr 0.000030 time 0.4877 (0.8474) loss 1337.6018 (1316.2299) grad_norm 157.7283 (inf) embed_mse 1336.5453 (1315.1440) mask_bce 0.2135 (0.2439) mask_dice 0.8430 (0.8419) mem 21941MB +[2025-12-25 05:05:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][580/1573] eta 0:14:02 lr 0.000030 time 0.4444 (0.8485) loss 1236.1921 (1315.8321) grad_norm 262.2099 (inf) embed_mse 1235.1304 (1314.7462) mask_bce 0.2192 (0.2440) mask_dice 0.8426 (0.8419) mem 21941MB +[2025-12-25 05:05:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][590/1573] eta 0:14:00 lr 0.000030 time 0.4306 (0.8548) loss 1265.2023 (1316.0471) grad_norm 288.2935 (inf) embed_mse 1264.1228 (1314.9614) mask_bce 0.2439 (0.2437) mask_dice 0.8355 (0.8419) mem 21941MB +[2025-12-25 05:05:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][600/1573] eta 0:14:01 lr 0.000030 time 0.4436 (0.8647) loss 1293.9987 (1316.3991) grad_norm 328.6227 (inf) embed_mse 1292.9048 (1315.3133) mask_bce 0.2686 (0.2438) mask_dice 0.8251 (0.8419) mem 21941MB +[2025-12-25 05:05:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][610/1573] eta 0:13:50 lr 0.000030 time 0.4250 (0.8626) loss 1306.1849 (1316.7107) grad_norm 203.1412 (inf) embed_mse 1305.1201 (1315.6253) mask_bce 0.2040 (0.2434) mask_dice 0.8608 (0.8420) mem 21941MB +[2025-12-25 05:05:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][620/1573] eta 0:13:47 lr 0.000030 time 0.4206 (0.8682) loss 1375.0698 (1316.6642) grad_norm 264.9176 (inf) embed_mse 1373.9353 (1315.5788) mask_bce 0.2796 (0.2434) mask_dice 0.8549 (0.8420) mem 21941MB +[2025-12-25 05:06:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][630/1573] eta 0:13:47 lr 0.000029 time 0.4223 (0.8779) loss 1305.1639 (1316.6042) grad_norm 230.9141 (inf) embed_mse 1304.0764 (1315.5187) mask_bce 0.2405 (0.2435) mask_dice 0.8471 (0.8420) mem 21941MB +[2025-12-25 05:06:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][640/1573] eta 0:13:32 lr 0.000029 time 0.4298 (0.8709) loss 1333.5421 (1316.5075) grad_norm 217.0990 (inf) embed_mse 1332.4626 (1315.4222) mask_bce 0.2411 (0.2434) mask_dice 0.8383 (0.8420) mem 21941MB +[2025-12-25 05:06:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][650/1573] eta 0:13:19 lr 0.000029 time 0.4280 (0.8659) loss 1246.9227 (1316.5296) grad_norm 307.4638 (inf) embed_mse 1245.8643 (1315.4442) mask_bce 0.1862 (0.2432) mask_dice 0.8723 (0.8422) mem 21941MB +[2025-12-25 05:06:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][660/1573] eta 0:13:17 lr 0.000029 time 0.4246 (0.8738) loss 1401.9514 (1316.3641) grad_norm 205.2877 (inf) embed_mse 1400.8756 (1315.2789) mask_bce 0.2202 (0.2430) mask_dice 0.8556 (0.8422) mem 21941MB +[2025-12-25 05:06:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][670/1573] eta 0:13:05 lr 0.000029 time 0.4255 (0.8697) loss 1238.7222 (1316.1043) grad_norm 356.6137 (inf) embed_mse 1237.6082 (1315.0192) mask_bce 0.2987 (0.2429) mask_dice 0.8153 (0.8422) mem 21941MB +[2025-12-25 05:06:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][680/1573] eta 0:13:06 lr 0.000029 time 0.4188 (0.8810) loss 1268.3212 (1315.8271) grad_norm 189.3865 (inf) embed_mse 1267.2069 (1314.7417) mask_bce 0.2560 (0.2431) mask_dice 0.8583 (0.8422) mem 21941MB +[2025-12-25 05:07:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][690/1573] eta 0:12:54 lr 0.000029 time 0.4424 (0.8768) loss 1320.2046 (1316.0383) grad_norm 207.2116 (inf) embed_mse 1319.1090 (1314.9529) mask_bce 0.2457 (0.2433) mask_dice 0.8499 (0.8422) mem 21941MB +[2025-12-25 05:07:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][700/1573] eta 0:12:42 lr 0.000029 time 0.4206 (0.8737) loss 1259.9856 (1316.0487) grad_norm 416.2354 (inf) embed_mse 1258.9188 (1314.9634) mask_bce 0.2085 (0.2431) mask_dice 0.8582 (0.8422) mem 21941MB +[2025-12-25 05:07:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][710/1573] eta 0:12:34 lr 0.000029 time 0.4197 (0.8744) loss 1297.7186 (1315.8605) grad_norm 206.6036 (inf) embed_mse 1296.6261 (1314.7751) mask_bce 0.2261 (0.2431) mask_dice 0.8663 (0.8423) mem 21941MB +[2025-12-25 05:07:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][720/1573] eta 0:12:25 lr 0.000029 time 3.8353 (0.8740) loss 1230.3322 (1315.5576) grad_norm 210.1252 (inf) embed_mse 1229.2352 (1314.4721) mask_bce 0.2574 (0.2433) mask_dice 0.8395 (0.8422) mem 21941MB +[2025-12-25 05:07:32 geometry_finetune_default] 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mem 21941MB +[2025-12-25 05:09:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][830/1573] eta 0:10:46 lr 0.000029 time 0.4585 (0.8696) loss 1267.4528 (1316.0623) grad_norm 240.4836 (inf) embed_mse 1266.3628 (1314.9768) mask_bce 0.2459 (0.2432) mask_dice 0.8441 (0.8424) mem 21941MB +[2025-12-25 05:09:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][840/1573] eta 0:10:33 lr 0.000029 time 0.4213 (0.8643) loss 1326.2557 (1316.2575) grad_norm 174.3113 (inf) embed_mse 1325.1597 (1315.1718) mask_bce 0.2590 (0.2433) mask_dice 0.8371 (0.8425) mem 21941MB +[2025-12-25 05:09:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][850/1573] eta 0:10:26 lr 0.000029 time 0.4252 (0.8667) loss 1280.4495 (1316.0545) grad_norm 206.8974 (inf) embed_mse 1279.3850 (1314.9687) mask_bce 0.2202 (0.2433) mask_dice 0.8442 (0.8425) mem 21941MB +[2025-12-25 05:09:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][860/1573] eta 0:10:14 lr 0.000029 time 0.4192 (0.8616) loss 1386.7959 (1316.1141) grad_norm 256.3772 (inf) embed_mse 1385.7262 (1315.0282) mask_bce 0.2037 (0.2433) mask_dice 0.8660 (0.8425) mem 21941MB +[2025-12-25 05:09:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][870/1573] eta 0:10:10 lr 0.000029 time 0.4304 (0.8677) loss 1280.5981 (1316.0794) grad_norm 268.3407 (inf) embed_mse 1279.5000 (1314.9934) mask_bce 0.2600 (0.2435) mask_dice 0.8381 (0.8425) mem 21941MB +[2025-12-25 05:09:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][880/1573] eta 0:09:58 lr 0.000029 time 0.4365 (0.8636) loss 1299.5155 (1316.1481) grad_norm 216.1992 (inf) embed_mse 1298.4161 (1315.0620) mask_bce 0.2807 (0.2437) mask_dice 0.8188 (0.8424) mem 21941MB +[2025-12-25 05:09:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][890/1573] eta 0:09:51 lr 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embed_mse 1359.1838 (1314.6705) mask_bce 0.2339 (0.2434) mask_dice 0.8456 (0.8424) mem 21941MB +[2025-12-25 05:10:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][930/1573] eta 0:09:17 lr 0.000029 time 0.4206 (0.8670) loss 1307.9180 (1315.6724) grad_norm 448.2179 (inf) embed_mse 1306.8243 (1314.5867) mask_bce 0.2563 (0.2434) mask_dice 0.8374 (0.8423) mem 21941MB +[2025-12-25 05:10:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][940/1573] eta 0:09:08 lr 0.000029 time 0.4501 (0.8665) loss 1320.5791 (1315.4798) grad_norm 271.2549 (inf) embed_mse 1319.4965 (1314.3940) mask_bce 0.2417 (0.2434) mask_dice 0.8409 (0.8423) mem 21941MB +[2025-12-25 05:10:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][950/1573] eta 0:08:57 lr 0.000029 time 0.4554 (0.8621) loss 1313.3389 (1315.4378) grad_norm 221.2322 (inf) embed_mse 1312.2146 (1314.3521) mask_bce 0.2999 (0.2434) mask_dice 0.8244 (0.8424) mem 21941MB +[2025-12-25 05:10:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][960/1573] eta 0:08:49 lr 0.000029 time 0.4395 (0.8638) loss 1302.1012 (1315.4312) grad_norm 468.5454 (inf) embed_mse 1301.0175 (1314.3454) mask_bce 0.2486 (0.2434) mask_dice 0.8352 (0.8423) mem 21941MB +[2025-12-25 05:10:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][970/1573] eta 0:08:38 lr 0.000029 time 0.4393 (0.8595) loss 1300.4537 (1315.3493) grad_norm 298.7433 (inf) embed_mse 1299.3962 (1314.2637) mask_bce 0.1995 (0.2433) mask_dice 0.8579 (0.8423) mem 21941MB +[2025-12-25 05:11:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][980/1573] eta 0:08:31 lr 0.000029 time 3.5520 (0.8617) loss 1313.9758 (1315.4683) grad_norm 280.9025 (inf) embed_mse 1312.8779 (1314.3826) mask_bce 0.2738 (0.2433) mask_dice 0.8241 (0.8424) mem 21941MB +[2025-12-25 05:11:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][990/1573] eta 0:08:20 lr 0.000029 time 0.4201 (0.8587) loss 1263.4686 (1315.4255) grad_norm 265.0140 (inf) embed_mse 1262.3706 (1314.3398) mask_bce 0.2343 (0.2432) mask_dice 0.8637 (0.8424) mem 21941MB +[2025-12-25 05:11:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1000/1573] eta 0:08:13 lr 0.000029 time 0.4197 (0.8609) loss 1257.4905 (1315.2171) grad_norm 235.5036 (inf) embed_mse 1256.4104 (1314.1315) mask_bce 0.2323 (0.2430) mask_dice 0.8478 (0.8425) mem 21941MB +[2025-12-25 05:11:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1010/1573] eta 0:08:06 lr 0.000029 time 7.8771 (0.8639) loss 1330.4277 (1315.1356) grad_norm 447.2741 (inf) embed_mse 1329.3837 (1314.0500) mask_bce 0.1648 (0.2431) mask_dice 0.8793 (0.8425) mem 21941MB +[2025-12-25 05:11:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1020/1573] eta 0:07:57 lr 0.000029 time 0.4373 (0.8638) loss 1273.9425 (1315.0828) grad_norm 233.6306 (inf) embed_mse 1272.8401 (1313.9974) mask_bce 0.2580 (0.2429) mask_dice 0.8445 (0.8425) mem 21941MB +[2025-12-25 05:11:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1030/1573] eta 0:07:46 lr 0.000029 time 0.4218 (0.8596) loss 1358.5256 (1314.8204) grad_norm 241.5192 (inf) embed_mse 1357.4569 (1313.7350) mask_bce 0.2335 (0.2429) mask_dice 0.8352 (0.8424) mem 21941MB +[2025-12-25 05:11:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1040/1573] eta 0:07:37 lr 0.000029 time 0.4298 (0.8577) loss 1314.3542 (1314.7340) grad_norm 306.8918 (inf) embed_mse 1313.2620 (1313.6483) mask_bce 0.2344 (0.2433) mask_dice 0.8579 (0.8424) mem 21941MB +[2025-12-25 05:12:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1050/1573] eta 0:07:29 lr 0.000029 time 0.4294 (0.8593) loss 1339.6437 (1314.7976) grad_norm 236.6285 (inf) embed_mse 1338.5543 (1313.7115) mask_bce 0.2401 (0.2436) mask_dice 0.8493 (0.8424) mem 21941MB +[2025-12-25 05:12:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1060/1573] eta 0:07:18 lr 0.000029 time 0.4331 (0.8553) loss 1334.0468 (1314.6778) grad_norm 332.2437 (inf) embed_mse 1332.9592 (1313.5919) mask_bce 0.2660 (0.2435) mask_dice 0.8215 (0.8424) mem 21941MB +[2025-12-25 05:12:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1070/1573] eta 0:07:09 lr 0.000029 time 0.4204 (0.8540) loss 1350.0782 (1314.6835) grad_norm 264.3627 (inf) embed_mse 1349.0007 (1313.5977) mask_bce 0.2338 (0.2435) mask_dice 0.8437 (0.8424) mem 21941MB +[2025-12-25 05:12:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1080/1573] eta 0:06:59 lr 0.000029 time 0.4256 (0.8501) loss 1341.5571 (1314.7801) grad_norm 197.4314 (inf) embed_mse 1340.4720 (1313.6943) mask_bce 0.2395 (0.2434) mask_dice 0.8456 (0.8424) mem 21941MB +[2025-12-25 05:12:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1090/1573] eta 0:06:49 lr 0.000029 time 0.4600 (0.8472) loss 1281.0789 (1314.6979) grad_norm 366.5168 (inf) embed_mse 1280.0031 (1313.6120) mask_bce 0.2331 (0.2435) mask_dice 0.8427 (0.8424) mem 21941MB +[2025-12-25 05:12:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1100/1573] eta 0:06:44 lr 0.000029 time 0.4256 (0.8548) loss 1341.7583 (1314.8046) grad_norm 237.1391 (inf) embed_mse 1340.6780 (1313.7187) mask_bce 0.2360 (0.2435) mask_dice 0.8443 (0.8424) mem 21941MB +[2025-12-25 05:12:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1110/1573] eta 0:06:33 lr 0.000029 time 0.4237 (0.8510) loss 1271.3071 (1314.6846) grad_norm 227.3185 (inf) embed_mse 1270.2576 (1313.5988) mask_bce 0.1973 (0.2434) mask_dice 0.8523 (0.8424) mem 21941MB +[2025-12-25 05:12:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1120/1573] eta 0:06:23 lr 0.000029 time 0.4334 (0.8472) loss 1327.5281 (1314.8804) grad_norm 221.5831 (inf) embed_mse 1326.4204 (1313.7944) mask_bce 0.2653 (0.2435) mask_dice 0.8423 (0.8424) mem 21941MB +[2025-12-25 05:13:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1130/1573] eta 0:06:20 lr 0.000029 time 0.4197 (0.8593) loss 1293.1799 (1315.0319) grad_norm 204.4156 (inf) embed_mse 1292.0967 (1313.9460) mask_bce 0.2612 (0.2435) mask_dice 0.8220 (0.8424) mem 21941MB +[2025-12-25 05:13:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1140/1573] eta 0:06:14 lr 0.000029 time 0.4210 (0.8649) loss 1275.9934 (1315.0550) grad_norm 197.4765 (inf) embed_mse 1274.8857 (1313.9691) mask_bce 0.2565 (0.2435) mask_dice 0.8513 (0.8424) mem 21941MB +[2025-12-25 05:13:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1150/1573] eta 0:06:04 lr 0.000029 time 0.4212 (0.8627) loss 1245.9071 (1315.0354) grad_norm 181.0686 (inf) embed_mse 1244.8263 (1313.9495) mask_bce 0.2279 (0.2435) mask_dice 0.8529 (0.8424) mem 21941MB +[2025-12-25 05:13:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1160/1573] eta 0:05:56 lr 0.000029 time 0.4183 (0.8639) loss 1276.9218 (1314.9124) grad_norm 185.7794 (inf) embed_mse 1275.8450 (1313.8265) mask_bce 0.2349 (0.2435) mask_dice 0.8419 (0.8424) mem 21941MB +[2025-12-25 05:13:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1170/1573] eta 0:05:47 lr 0.000029 time 0.4222 (0.8611) loss 1283.8618 (1315.0392) grad_norm 176.9444 (inf) embed_mse 1282.8085 (1313.9533) mask_bce 0.2036 (0.2434) mask_dice 0.8497 (0.8424) mem 21941MB +[2025-12-25 05:13:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1180/1573] eta 0:05:37 lr 0.000029 time 0.4375 (0.8599) loss 1295.2369 (1315.0206) grad_norm 164.4975 (inf) embed_mse 1294.1538 (1313.9347) mask_bce 0.2597 (0.2435) mask_dice 0.8234 (0.8423) mem 21941MB +[2025-12-25 05:14:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1190/1573] eta 0:05:30 lr 0.000029 time 0.4191 (0.8632) loss 1334.9553 (1314.9959) grad_norm 185.1906 (inf) embed_mse 1333.8943 (1313.9102) mask_bce 0.2038 (0.2434) mask_dice 0.8571 (0.8424) mem 21941MB +[2025-12-25 05:14:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1200/1573] eta 0:05:21 lr 0.000029 time 0.4566 (0.8608) loss 1316.7874 (1314.9035) grad_norm 249.3707 (inf) embed_mse 1315.7157 (1313.8177) mask_bce 0.2216 (0.2433) mask_dice 0.8499 (0.8424) mem 21941MB +[2025-12-25 05:14:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1210/1573] eta 0:05:11 lr 0.000029 time 1.0557 (0.8578) loss 1334.2346 (1314.8916) grad_norm 243.4872 (inf) embed_mse 1333.1595 (1313.8059) mask_bce 0.2230 (0.2433) mask_dice 0.8521 (0.8425) mem 21941MB +[2025-12-25 05:14:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1220/1573] eta 0:05:02 lr 0.000029 time 0.4274 (0.8576) loss 1282.5505 (1314.9185) grad_norm 185.2426 (inf) embed_mse 1281.4741 (1313.8328) mask_bce 0.2493 (0.2433) mask_dice 0.8271 (0.8424) mem 21941MB +[2025-12-25 05:14:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1230/1573] eta 0:04:53 lr 0.000029 time 0.4220 (0.8563) loss 1311.9731 (1314.8856) grad_norm 277.7238 (inf) embed_mse 1310.8593 (1313.7999) mask_bce 0.2881 (0.2433) mask_dice 0.8258 (0.8424) mem 21941MB +[2025-12-25 05:14:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1240/1573] eta 0:04:45 lr 0.000028 time 0.4310 (0.8569) loss 1273.0999 (1314.9526) grad_norm 220.7531 (inf) embed_mse 1272.0101 (1313.8669) mask_bce 0.2638 (0.2433) mask_dice 0.8259 (0.8424) mem 21941MB +[2025-12-25 05:14:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1250/1573] eta 0:04:35 lr 0.000028 time 0.4255 (0.8541) loss 1247.9601 (1314.8914) grad_norm 223.9662 (inf) embed_mse 1246.8672 (1313.8055) mask_bce 0.2195 (0.2435) mask_dice 0.8734 (0.8424) mem 21941MB +[2025-12-25 05:14:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1260/1573] eta 0:04:27 lr 0.000028 time 0.4379 (0.8535) loss 1219.1381 (1314.7349) grad_norm 227.5586 (inf) embed_mse 1218.0601 (1313.6490) mask_bce 0.2513 (0.2435) mask_dice 0.8266 (0.8424) mem 21941MB +[2025-12-25 05:15:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1270/1573] eta 0:04:20 lr 0.000028 time 0.4470 (0.8605) loss 1330.6133 (1314.7586) grad_norm 172.4214 (inf) embed_mse 1329.5002 (1313.6725) mask_bce 0.2786 (0.2436) mask_dice 0.8345 (0.8424) mem 21941MB +[2025-12-25 05:15:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1280/1573] eta 0:04:11 lr 0.000028 time 0.4215 (0.8573) loss 1281.3575 (1314.7655) grad_norm 195.7860 (inf) embed_mse 1280.3005 (1313.6795) mask_bce 0.1976 (0.2436) mask_dice 0.8594 (0.8424) mem 21941MB +[2025-12-25 05:15:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1290/1573] eta 0:04:02 lr 0.000028 time 0.4257 (0.8556) loss 1288.0873 (1314.5560) grad_norm 292.0333 (inf) embed_mse 1286.8777 (1313.4699) mask_bce 0.3759 (0.2437) mask_dice 0.8338 (0.8425) mem 21941MB +[2025-12-25 05:15:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1300/1573] eta 0:03:53 lr 0.000028 time 0.4187 (0.8557) loss 1304.3989 (1314.4943) grad_norm 191.9934 (inf) embed_mse 1303.3356 (1313.4082) mask_bce 0.2233 (0.2436) mask_dice 0.8401 (0.8424) mem 21941MB +[2025-12-25 05:15:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1310/1573] eta 0:03:44 lr 0.000028 time 0.4246 (0.8526) loss 1285.6835 (1314.5197) grad_norm 319.5740 (inf) embed_mse 1284.5945 (1313.4337) mask_bce 0.2649 (0.2436) mask_dice 0.8240 (0.8425) mem 21941MB +[2025-12-25 05:15:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1320/1573] eta 0:03:35 lr 0.000028 time 0.4244 (0.8516) loss 1277.7163 (1314.4653) grad_norm 152.2941 (inf) embed_mse 1276.6385 (1313.3792) mask_bce 0.2262 (0.2436) mask_dice 0.8515 (0.8425) mem 21941MB +[2025-12-25 05:15:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1330/1573] eta 0:03:26 lr 0.000028 time 0.4221 (0.8505) loss 1244.5879 (1314.4995) grad_norm 212.7774 (inf) embed_mse 1243.4611 (1313.4133) mask_bce 0.2621 (0.2437) mask_dice 0.8647 (0.8425) mem 21941MB +[2025-12-25 05:15:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1340/1573] eta 0:03:17 lr 0.000028 time 0.4307 (0.8475) loss 1264.0599 (1314.3211) grad_norm 199.2521 (inf) embed_mse 1263.0055 (1313.2349) mask_bce 0.2272 (0.2437) mask_dice 0.8272 (0.8425) mem 21941MB +[2025-12-25 05:16:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1350/1573] eta 0:03:09 lr 0.000028 time 3.6749 (0.8505) loss 1332.2804 (1314.2906) grad_norm 318.9676 (inf) embed_mse 1331.1589 (1313.2044) mask_bce 0.2996 (0.2437) mask_dice 0.8218 (0.8425) mem 21941MB +[2025-12-25 05:16:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1360/1573] eta 0:03:00 lr 0.000028 time 0.4259 (0.8485) loss 1284.6088 (1314.3625) grad_norm 220.2549 (inf) embed_mse 1283.5365 (1313.2763) mask_bce 0.2241 (0.2438) mask_dice 0.8482 (0.8425) mem 21941MB +[2025-12-25 05:16:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1370/1573] eta 0:02:52 lr 0.000028 time 0.4234 (0.8480) loss 1326.8829 (1314.2414) grad_norm 270.8620 (inf) embed_mse 1325.8033 (1313.1552) mask_bce 0.2146 (0.2437) mask_dice 0.8650 (0.8425) mem 21941MB +[2025-12-25 05:16:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1380/1573] eta 0:02:43 lr 0.000028 time 0.4699 (0.8472) loss 1275.6644 (1314.1447) grad_norm 352.4112 (inf) embed_mse 1274.5999 (1313.0585) mask_bce 0.1916 (0.2438) mask_dice 0.8729 (0.8425) mem 21941MB +[2025-12-25 05:16:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1390/1573] eta 0:02:34 lr 0.000028 time 0.4217 (0.8466) loss 1281.3843 (1314.0475) grad_norm 183.7945 (inf) embed_mse 1280.3273 (1312.9611) mask_bce 0.1890 (0.2439) mask_dice 0.8681 (0.8425) mem 21941MB +[2025-12-25 05:16:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1400/1573] eta 0:02:26 lr 0.000028 time 0.4533 (0.8467) loss 1310.3337 (1314.1811) grad_norm 160.6167 (inf) embed_mse 1309.2501 (1313.0948) mask_bce 0.2320 (0.2439) mask_dice 0.8517 (0.8425) mem 21941MB +[2025-12-25 05:16:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1410/1573] eta 0:02:18 lr 0.000028 time 2.3157 (0.8466) loss 1326.6868 (1314.0973) grad_norm 199.8872 (inf) embed_mse 1325.6086 (1313.0109) mask_bce 0.2141 (0.2439) mask_dice 0.8641 (0.8425) mem 21941MB +[2025-12-25 05:17:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1420/1573] eta 0:02:09 lr 0.000028 time 0.4222 (0.8491) loss 1283.6520 (1313.9844) grad_norm 149.2041 (inf) embed_mse 1282.5691 (1312.8982) mask_bce 0.2352 (0.2438) mask_dice 0.8478 (0.8425) mem 21941MB +[2025-12-25 05:17:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1430/1573] eta 0:02:01 lr 0.000028 time 0.4250 (0.8462) loss 1386.4147 (1314.0332) grad_norm 221.7432 (inf) embed_mse 1385.3113 (1312.9468) mask_bce 0.2676 (0.2439) mask_dice 0.8358 (0.8425) mem 21941MB +[2025-12-25 05:17:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1440/1573] eta 0:01:52 lr 0.000028 time 0.4218 (0.8465) loss 1368.9980 (1313.9164) grad_norm 143.6367 (inf) embed_mse 1367.8977 (1312.8301) mask_bce 0.2464 (0.2438) mask_dice 0.8540 (0.8425) mem 21941MB +[2025-12-25 05:17:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1450/1573] eta 0:01:43 lr 0.000028 time 0.4283 (0.8442) loss 1359.9564 (1313.8341) grad_norm 236.1980 (inf) embed_mse 1358.8638 (1312.7477) mask_bce 0.2557 (0.2439) mask_dice 0.8369 (0.8425) mem 21941MB +[2025-12-25 05:17:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1460/1573] eta 0:01:35 lr 0.000028 time 0.4195 (0.8455) loss 1314.9789 (1313.8898) grad_norm 332.2200 (inf) embed_mse 1313.8745 (1312.8034) mask_bce 0.2864 (0.2439) mask_dice 0.8180 (0.8425) mem 21941MB +[2025-12-25 05:17:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1470/1573] eta 0:01:27 lr 0.000028 time 0.4239 (0.8450) loss 1276.4735 (1313.8060) grad_norm 314.9034 (inf) embed_mse 1275.3789 (1312.7193) mask_bce 0.2714 (0.2442) mask_dice 0.8232 (0.8425) mem 21941MB +[2025-12-25 05:17:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1480/1573] eta 0:01:18 lr 0.000028 time 0.4203 (0.8485) loss 1302.9136 (1313.7463) grad_norm 185.2150 (inf) embed_mse 1301.8368 (1312.6596) mask_bce 0.2404 (0.2442) mask_dice 0.8364 (0.8425) mem 21941MB +[2025-12-25 05:17:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1490/1573] eta 0:01:10 lr 0.000028 time 0.4190 (0.8456) loss 1322.5057 (1313.7287) grad_norm 193.6327 (inf) embed_mse 1321.4495 (1312.6421) mask_bce 0.2247 (0.2441) mask_dice 0.8315 (0.8425) mem 21941MB +[2025-12-25 05:18:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1500/1573] eta 0:01:01 lr 0.000028 time 0.4224 (0.8459) loss 1357.9547 (1313.7633) grad_norm 195.4103 (inf) embed_mse 1356.8254 (1312.6766) mask_bce 0.2988 (0.2442) mask_dice 0.8305 (0.8425) mem 21941MB +[2025-12-25 05:18:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1510/1573] eta 0:00:53 lr 0.000028 time 0.4234 (0.8456) loss 1283.2780 (1313.8552) grad_norm 218.3910 (inf) embed_mse 1282.1644 (1312.7684) mask_bce 0.2713 (0.2443) mask_dice 0.8422 (0.8425) mem 21941MB +[2025-12-25 05:18:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1520/1573] eta 0:00:44 lr 0.000028 time 0.4281 (0.8457) loss 1346.4705 (1313.8623) grad_norm 180.6443 (inf) embed_mse 1345.3740 (1312.7755) mask_bce 0.2628 (0.2444) mask_dice 0.8336 (0.8425) mem 21941MB +[2025-12-25 05:18:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1530/1573] eta 0:00:36 lr 0.000028 time 0.4396 (0.8453) loss 1269.3871 (1313.7076) grad_norm 385.4994 (inf) embed_mse 1268.3013 (1312.6208) mask_bce 0.2432 (0.2443) mask_dice 0.8425 (0.8425) mem 21941MB +[2025-12-25 05:18:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1540/1573] eta 0:00:27 lr 0.000028 time 0.4328 (0.8454) loss 1368.1451 (1313.7950) grad_norm 270.4545 (inf) embed_mse 1367.0155 (1312.7081) mask_bce 0.2969 (0.2444) mask_dice 0.8328 (0.8425) mem 21941MB +[2025-12-25 05:18:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1550/1573] eta 0:00:19 lr 0.000028 time 0.4453 (0.8428) loss 1337.0215 (1313.5898) grad_norm 209.3549 (inf) embed_mse 1335.9307 (1312.5029) mask_bce 0.2470 (0.2444) mask_dice 0.8438 (0.8425) mem 21941MB +[2025-12-25 05:18:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1560/1573] eta 0:00:10 lr 0.000028 time 1.8076 (0.8428) loss 1411.1284 (1313.7604) grad_norm 356.5461 (inf) embed_mse 1410.0272 (1312.6736) mask_bce 0.2669 (0.2443) mask_dice 0.8342 (0.8425) mem 21941MB +[2025-12-25 05:18:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1570/1573] eta 0:00:02 lr 0.000028 time 0.4257 (0.8408) loss 1357.0370 (1313.7749) grad_norm 242.7684 (inf) embed_mse 1355.9508 (1312.6880) mask_bce 0.2442 (0.2443) mask_dice 0.8420 (0.8426) mem 21941MB +[2025-12-25 05:19:00 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 13 training takes 0:22:02 +[2025-12-25 05:19:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][0/1573] eta 4:28:37 lr 0.000028 time 10.2463 (10.2463) loss 1319.2114 (1319.2114) grad_norm 0.0000 (0.0000) embed_mse 1318.1331 (1318.1331) mask_bce 0.2295 (0.2295) mask_dice 0.8489 (0.8489) mem 21941MB +[2025-12-25 05:19:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][10/1573] eta 0:38:30 lr 0.000028 time 0.4655 (1.4781) loss 1320.3983 (1296.1669) grad_norm 239.3831 (239.3831) embed_mse 1319.3328 (1295.0757) mask_bce 0.1868 (0.2538) mask_dice 0.8788 (0.8373) mem 21941MB +[2025-12-25 05:19:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][20/1573] eta 0:34:26 lr 0.000028 time 3.2814 (1.3304) loss 1365.1875 (1313.4408) grad_norm 245.3547 (242.3689) embed_mse 1364.1417 (1312.3543) mask_bce 0.1971 (0.2428) mask_dice 0.8488 (0.8437) mem 21941MB +[2025-12-25 05:19:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][30/1573] eta 0:27:21 lr 0.000028 time 0.4233 (1.0640) loss 1331.7518 (1313.1778) grad_norm 185.7645 (223.5008) embed_mse 1330.6755 (1312.0911) mask_bce 0.2216 (0.2425) mask_dice 0.8546 (0.8442) mem 21941MB +[2025-12-25 05:19:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][40/1573] eta 0:27:08 lr 0.000028 time 0.4588 (1.0624) loss 1248.4850 (1313.6532) grad_norm 232.4256 (245.8283) embed_mse 1247.4186 (1312.5671) mask_bce 0.2168 (0.2425) mask_dice 0.8496 (0.8435) mem 21941MB +[2025-12-25 05:19:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][50/1573] eta 0:23:51 lr 0.000028 time 0.4310 (0.9397) loss 1349.5370 (1317.7909) grad_norm 389.6581 (269.8000) embed_mse 1348.4401 (1316.7034) mask_bce 0.2754 (0.2441) mask_dice 0.8215 (0.8434) mem 21941MB +[2025-12-25 05:19:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][60/1573] eta 0:23:18 lr 0.000028 time 0.4306 (0.9241) loss 1372.0928 (1317.5946) grad_norm 170.8586 (255.6655) embed_mse 1370.9423 (1316.5079) mask_bce 0.3396 (0.2425) mask_dice 0.8109 (0.8442) mem 21941MB +[2025-12-25 05:20:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][70/1573] eta 0:23:13 lr 0.000028 time 0.4349 (0.9273) loss 1283.6923 (1317.3931) grad_norm 244.6070 (254.2832) embed_mse 1282.5879 (1316.3059) mask_bce 0.2908 (0.2438) mask_dice 0.8136 (0.8434) mem 21941MB +[2025-12-25 05:20:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][80/1573] eta 0:21:50 lr 0.000028 time 0.4298 (0.8776) loss 1317.6530 (1314.2737) grad_norm 179.8099 (242.0816) embed_mse 1316.5889 (1313.1867) mask_bce 0.2470 (0.2449) mask_dice 0.8171 (0.8422) mem 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(train_geometry_finetune.py 372): INFO Train: [14/30][120/1573] eta 0:21:56 lr 0.000028 time 0.4313 (0.9061) loss 1299.0582 (1317.5655) grad_norm 323.7962 (246.9148) embed_mse 1297.9720 (1316.4775) mask_bce 0.2653 (0.2463) mask_dice 0.8208 (0.8417) mem 21941MB +[2025-12-25 05:20:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][130/1573] eta 0:21:07 lr 0.000028 time 1.3785 (0.8784) loss 1294.6892 (1317.3229) grad_norm 181.6059 (242.8329) embed_mse 1293.6097 (1316.2352) mask_bce 0.2678 (0.2454) mask_dice 0.8117 (0.8423) mem 21941MB +[2025-12-25 05:21:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][140/1573] eta 0:22:28 lr 0.000028 time 0.4252 (0.9410) loss 1247.3755 (1315.8498) grad_norm 216.0935 (241.2600) embed_mse 1246.3248 (1314.7634) mask_bce 0.1806 (0.2438) mask_dice 0.8701 (0.8425) mem 21941MB +[2025-12-25 05:21:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][150/1573] eta 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05:22:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][250/1573] eta 0:19:24 lr 0.000028 time 0.4251 (0.8800) loss 1249.1439 (1313.6073) grad_norm 188.2113 (242.4292) embed_mse 1248.0728 (1312.5208) mask_bce 0.2056 (0.2432) mask_dice 0.8655 (0.8433) mem 21941MB +[2025-12-25 05:22:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][260/1573] eta 0:19:09 lr 0.000028 time 0.4347 (0.8752) loss 1311.7495 (1313.2169) grad_norm 282.2805 (243.6745) embed_mse 1310.6549 (1312.1303) mask_bce 0.2738 (0.2434) mask_dice 0.8208 (0.8431) mem 21941MB +[2025-12-25 05:22:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][270/1573] eta 0:18:54 lr 0.000028 time 0.4240 (0.8710) loss 1348.8585 (1313.8318) grad_norm 215.2331 (242.8127) embed_mse 1347.7317 (1312.7451) mask_bce 0.3252 (0.2434) mask_dice 0.8016 (0.8432) mem 21941MB +[2025-12-25 05:23:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][280/1573] eta 0:18:52 lr 0.000028 time 0.4320 (0.8756) loss 1408.7128 (1314.7370) grad_norm 184.3089 (241.8249) embed_mse 1407.6033 (1313.6505) mask_bce 0.2250 (0.2431) mask_dice 0.8846 (0.8434) mem 21941MB +[2025-12-25 05:23:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][290/1573] eta 0:18:53 lr 0.000027 time 2.8555 (0.8835) loss 1294.2607 (1314.3389) grad_norm 244.9122 (241.9107) embed_mse 1293.1599 (1313.2523) mask_bce 0.2615 (0.2436) mask_dice 0.8393 (0.8430) mem 21941MB +[2025-12-25 05:23:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][300/1573] eta 0:18:49 lr 0.000027 time 0.4271 (0.8869) loss 1354.2061 (1314.7530) grad_norm 290.9960 (243.2373) embed_mse 1353.1415 (1313.6661) mask_bce 0.2413 (0.2441) mask_dice 0.8233 (0.8429) mem 21941MB +[2025-12-25 05:23:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][310/1573] eta 0:18:42 lr 0.000027 time 0.4193 (0.8888) loss 1344.0710 (1315.2260) grad_norm 176.3123 (241.4761) embed_mse 1343.0160 (1314.1391) mask_bce 0.2011 (0.2439) mask_dice 0.8540 (0.8430) mem 21941MB +[2025-12-25 05:23:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][320/1573] eta 0:18:28 lr 0.000027 time 0.4207 (0.8848) loss 1322.6655 (1315.1682) grad_norm 223.3905 (245.1400) embed_mse 1321.5916 (1314.0817) mask_bce 0.2442 (0.2435) mask_dice 0.8299 (0.8431) mem 21941MB +[2025-12-25 05:23:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][330/1573] eta 0:18:22 lr 0.000027 time 0.4224 (0.8873) loss 1326.0679 (1315.4783) grad_norm 292.9289 (246.3056) embed_mse 1324.9930 (1314.3917) mask_bce 0.2281 (0.2436) mask_dice 0.8467 (0.8429) mem 21941MB +[2025-12-25 05:24:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][340/1573] eta 0:18:11 lr 0.000027 time 0.4198 (0.8855) loss 1372.6483 (1315.2047) grad_norm 268.3725 (246.8310) embed_mse 1371.5446 (1314.1176) mask_bce 0.2506 (0.2440) mask_dice 0.8532 (0.8430) mem 21941MB +[2025-12-25 05:24:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][350/1573] eta 0:18:07 lr 0.000027 time 0.4214 (0.8891) loss 1270.1287 (1314.8242) grad_norm 204.2172 (245.8400) embed_mse 1269.0461 (1313.7369) mask_bce 0.2522 (0.2442) mask_dice 0.8303 (0.8431) mem 21941MB +[2025-12-25 05:24:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][360/1573] eta 0:18:06 lr 0.000027 time 0.4194 (0.8961) loss 1214.4807 (1314.5804) grad_norm 175.8366 (242.9538) embed_mse 1213.3618 (1313.4929) mask_bce 0.2888 (0.2445) mask_dice 0.8301 (0.8429) mem 21941MB +[2025-12-25 05:24:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][370/1573] eta 0:17:50 lr 0.000027 time 0.4238 (0.8902) loss 1332.0162 (1314.7769) grad_norm 170.0493 (241.3689) embed_mse 1330.9131 (1313.6894) mask_bce 0.2403 (0.2442) mask_dice 0.8629 (0.8432) mem 21941MB +[2025-12-25 05:24:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][380/1573] eta 0:17:48 lr 0.000027 time 0.4340 (0.8957) loss 1377.1389 (1314.7865) grad_norm 210.8595 (240.7198) embed_mse 1376.0453 (1313.6988) mask_bce 0.2373 (0.2445) mask_dice 0.8564 (0.8432) mem 21941MB +[2025-12-25 05:24:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][390/1573] eta 0:17:27 lr 0.000027 time 0.4175 (0.8854) loss 1307.5435 (1314.7696) grad_norm 224.0964 (240.3735) embed_mse 1306.4604 (1313.6821) mask_bce 0.2370 (0.2443) mask_dice 0.8459 (0.8432) mem 21941MB +[2025-12-25 05:24:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][400/1573] eta 0:17:20 lr 0.000027 time 0.4245 (0.8874) loss 1294.4316 (1314.7836) grad_norm 167.7413 (237.4340) embed_mse 1293.3737 (1313.6959) mask_bce 0.2162 (0.2447) mask_dice 0.8418 (0.8431) mem 21941MB +[2025-12-25 05:25:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][410/1573] eta 0:17:03 lr 0.000027 time 0.4214 (0.8797) loss 1295.7075 (1314.2084) grad_norm 200.6953 (236.7136) embed_mse 1294.5902 (1313.1208) mask_bce 0.2675 (0.2445) mask_dice 0.8499 (0.8431) mem 21941MB +[2025-12-25 05:25:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][420/1573] eta 0:16:57 lr 0.000027 time 0.4245 (0.8826) loss 1302.3948 (1314.1914) grad_norm 207.3296 (236.1486) embed_mse 1301.2914 (1313.1038) mask_bce 0.2877 (0.2446) mask_dice 0.8156 (0.8430) mem 21941MB +[2025-12-25 05:25:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][430/1573] eta 0:16:45 lr 0.000027 time 2.5525 (0.8799) loss 1382.8988 (1314.0539) grad_norm 206.3589 (235.5865) embed_mse 1381.7749 (1312.9661) mask_bce 0.2990 (0.2445) mask_dice 0.8250 (0.8432) mem 21941MB +[2025-12-25 05:25:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][440/1573] eta 0:16:32 lr 0.000027 time 0.4265 (0.8760) loss 1353.6863 (1313.8318) grad_norm 426.2846 (238.6987) embed_mse 1352.6254 (1312.7443) mask_bce 0.1997 (0.2441) mask_dice 0.8611 (0.8434) mem 21941MB +[2025-12-25 05:25:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][450/1573] eta 0:16:14 lr 0.000027 time 0.4259 (0.8674) loss 1286.1013 (1313.9455) grad_norm 187.9330 (237.7922) embed_mse 1285.0051 (1312.8579) mask_bce 0.2545 (0.2440) mask_dice 0.8417 (0.8435) mem 21941MB +[2025-12-25 05:25:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][460/1573] eta 0:15:59 lr 0.000027 time 0.4190 (0.8621) loss 1319.4047 (1314.0472) grad_norm 209.4666 (237.2952) embed_mse 1318.3137 (1312.9598) mask_bce 0.2621 (0.2438) mask_dice 0.8288 (0.8435) mem 21941MB +[2025-12-25 05:25:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][470/1573] eta 0:15:51 lr 0.000027 time 0.4533 (0.8629) loss 1309.3092 (1314.2199) grad_norm 199.3603 (236.6412) embed_mse 1308.2355 (1313.1326) mask_bce 0.2263 (0.2438) mask_dice 0.8475 (0.8435) mem 21941MB +[2025-12-25 05:25:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][480/1573] eta 0:15:33 lr 0.000027 time 0.4178 (0.8537) loss 1349.5316 (1313.7174) grad_norm 287.9330 (236.5315) embed_mse 1348.4421 (1312.6300) mask_bce 0.2349 (0.2437) mask_dice 0.8546 (0.8436) mem 21941MB +[2025-12-25 05:26:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][490/1573] eta 0:15:26 lr 0.000027 time 1.8755 (0.8553) loss 1322.0844 (1313.4392) grad_norm 160.8773 (235.2912) embed_mse 1320.9988 (1312.3517) mask_bce 0.2273 (0.2439) mask_dice 0.8583 (0.8436) mem 21941MB +[2025-12-25 05:26:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][500/1573] eta 0:15:20 lr 0.000027 time 0.4415 (0.8583) loss 1279.2554 (1313.1052) grad_norm 161.0388 (234.0936) embed_mse 1278.1807 (1312.0180) mask_bce 0.2291 (0.2435) mask_dice 0.8456 (0.8437) mem 21941MB +[2025-12-25 05:26:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][510/1573] eta 0:15:11 lr 0.000027 time 0.4213 (0.8571) loss 1277.6791 (1313.4313) grad_norm 241.1459 (234.2056) embed_mse 1276.5995 (1312.3443) mask_bce 0.2384 (0.2434) mask_dice 0.8412 (0.8436) mem 21941MB +[2025-12-25 05:26:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][520/1573] eta 0:15:04 lr 0.000027 time 0.4288 (0.8587) loss 1338.8916 (1313.1934) grad_norm 238.8923 (233.4664) embed_mse 1337.8052 (1312.1064) mask_bce 0.2409 (0.2434) mask_dice 0.8455 (0.8436) mem 21941MB +[2025-12-25 05:26:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][530/1573] eta 0:14:47 lr 0.000027 time 0.4203 (0.8506) loss 1301.8026 (1312.7366) grad_norm 251.3472 (233.7374) embed_mse 1300.7400 (1311.6498) mask_bce 0.2226 (0.2433) mask_dice 0.8399 (0.8436) mem 21941MB +[2025-12-25 05:26:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][540/1573] eta 0:14:47 lr 0.000027 time 5.3829 (0.8593) loss 1332.2759 (1312.8498) grad_norm 198.8447 (233.2166) embed_mse 1331.1593 (1311.7630) mask_bce 0.2527 (0.2432) mask_dice 0.8638 (0.8437) mem 21941MB +[2025-12-25 05:26:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][550/1573] eta 0:14:31 lr 0.000027 time 0.4214 (0.8523) loss 1353.4697 (1312.6510) grad_norm 331.4383 (234.6610) embed_mse 1352.3851 (1311.5643) mask_bce 0.2503 (0.2429) mask_dice 0.8343 (0.8437) mem 21941MB +[2025-12-25 05:27:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][560/1573] eta 0:14:38 lr 0.000027 time 0.4230 (0.8676) loss 1223.7068 (1312.7641) grad_norm 289.3733 (235.6664) embed_mse 1222.6422 (1311.6773) mask_bce 0.2195 (0.2430) mask_dice 0.8451 (0.8437) mem 21941MB +[2025-12-25 05:27:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][570/1573] eta 0:14:24 lr 0.000027 time 0.4170 (0.8618) loss 1291.5757 (1312.7708) grad_norm 222.8485 (235.4859) embed_mse 1290.4838 (1311.6838) mask_bce 0.2474 (0.2433) mask_dice 0.8445 (0.8437) mem 21941MB +[2025-12-25 05:27:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][580/1573] eta 0:14:12 lr 0.000027 time 1.4849 (0.8582) loss 1324.2104 (1312.7406) grad_norm 236.1995 (235.4958) embed_mse 1323.0831 (1311.6534) mask_bce 0.2866 (0.2435) mask_dice 0.8407 (0.8438) mem 21941MB +[2025-12-25 05:27:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][590/1573] eta 0:14:04 lr 0.000027 time 0.4272 (0.8591) loss 1355.7654 (1312.6778) grad_norm 178.0075 (234.7083) embed_mse 1354.6945 (1311.5904) mask_bce 0.2289 (0.2436) mask_dice 0.8420 (0.8438) mem 21941MB +[2025-12-25 05:27:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][600/1573] eta 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05:28:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][700/1573] eta 0:12:17 lr 0.000027 time 0.4196 (0.8450) loss 1324.1608 (1312.9270) grad_norm 216.7574 (231.2364) embed_mse 1323.0919 (1311.8403) mask_bce 0.2073 (0.2426) mask_dice 0.8615 (0.8440) mem 21941MB +[2025-12-25 05:29:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][710/1573] eta 0:12:12 lr 0.000027 time 0.4220 (0.8486) loss 1356.3308 (1312.7627) grad_norm 176.2765 (230.6118) embed_mse 1355.2120 (1311.6762) mask_bce 0.2904 (0.2424) mask_dice 0.8283 (0.8441) mem 21941MB +[2025-12-25 05:29:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][720/1573] eta 0:12:02 lr 0.000027 time 0.4209 (0.8476) loss 1352.6484 (1312.8452) grad_norm 326.7180 (231.2017) embed_mse 1351.5500 (1311.7584) mask_bce 0.2308 (0.2426) mask_dice 0.8676 (0.8442) mem 21941MB +[2025-12-25 05:29:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][730/1573] eta 0:11:55 lr 0.000027 time 0.4226 (0.8492) loss 1341.9510 (1313.2025) grad_norm 234.9259 (231.2426) embed_mse 1340.8807 (1312.1156) mask_bce 0.2148 (0.2426) mask_dice 0.8555 (0.8443) mem 21941MB +[2025-12-25 05:29:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][740/1573] eta 0:11:44 lr 0.000027 time 2.0961 (0.8458) loss 1292.2634 (1313.0529) grad_norm 166.2403 (230.5360) embed_mse 1291.1902 (1311.9660) mask_bce 0.2087 (0.2425) mask_dice 0.8645 (0.8444) mem 21941MB +[2025-12-25 05:29:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][750/1573] eta 0:11:37 lr 0.000027 time 0.4292 (0.8475) loss 1368.3301 (1313.1564) grad_norm 228.1008 (230.5098) embed_mse 1367.2797 (1312.0697) mask_bce 0.2005 (0.2424) mask_dice 0.8500 (0.8443) mem 21941MB +[2025-12-25 05:29:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][760/1573] eta 0:11:24 lr 0.000027 time 0.4349 (0.8420) loss 1301.5175 (1313.1717) grad_norm 279.5551 (231.2712) embed_mse 1300.3885 (1312.0849) mask_bce 0.2596 (0.2425) mask_dice 0.8694 (0.8443) mem 21941MB +[2025-12-25 05:29:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][770/1573] eta 0:11:22 lr 0.000027 time 0.4343 (0.8496) loss 1279.9360 (1313.1887) grad_norm 253.5436 (231.5032) embed_mse 1278.8864 (1312.1020) mask_bce 0.1987 (0.2425) mask_dice 0.8511 (0.8442) mem 21941MB +[2025-12-25 05:30:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][780/1573] eta 0:11:13 lr 0.000027 time 0.4198 (0.8497) loss 1315.1619 (1312.9621) grad_norm 200.5933 (231.1846) embed_mse 1314.0814 (1311.8755) mask_bce 0.2226 (0.2426) mask_dice 0.8578 (0.8441) mem 21941MB +[2025-12-25 05:30:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][790/1573] eta 0:11:09 lr 0.000027 time 0.4315 (0.8548) loss 1295.0714 (1312.7697) grad_norm 153.8504 (230.3954) embed_mse 1293.9921 (1311.6830) mask_bce 0.2372 (0.2428) mask_dice 0.8422 (0.8440) mem 21941MB +[2025-12-25 05:30:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][800/1573] eta 0:10:57 lr 0.000027 time 0.4433 (0.8508) loss 1325.5939 (1312.6859) grad_norm 173.4874 (229.7773) embed_mse 1324.5173 (1311.5992) mask_bce 0.2488 (0.2428) mask_dice 0.8277 (0.8439) mem 21941MB +[2025-12-25 05:30:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][810/1573] eta 0:10:46 lr 0.000027 time 0.4333 (0.8471) loss 1300.9185 (1312.5934) grad_norm 170.3357 (229.1888) embed_mse 1299.8395 (1311.5068) mask_bce 0.2591 (0.2428) mask_dice 0.8199 (0.8438) mem 21941MB +[2025-12-25 05:30:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][820/1573] eta 0:10:39 lr 0.000027 time 0.4225 (0.8495) loss 1342.5820 (1312.4923) grad_norm 256.9029 (229.4605) embed_mse 1341.5122 (1311.4058) mask_bce 0.2260 (0.2427) mask_dice 0.8439 (0.8438) mem 21941MB +[2025-12-25 05:30:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][830/1573] eta 0:10:29 lr 0.000027 time 0.4192 (0.8473) loss 1288.8629 (1312.0881) grad_norm 167.1739 (228.8558) embed_mse 1287.8041 (1311.0017) mask_bce 0.2246 (0.2427) mask_dice 0.8342 (0.8437) mem 21941MB +[2025-12-25 05:30:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][840/1573] eta 0:10:22 lr 0.000027 time 0.4218 (0.8497) loss 1332.0885 (1312.0329) grad_norm 244.0341 (228.9682) embed_mse 1331.0073 (1310.9464) mask_bce 0.2269 (0.2428) mask_dice 0.8543 (0.8436) mem 21941MB +[2025-12-25 05:31:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][850/1573] eta 0:10:16 lr 0.000027 time 0.4226 (0.8525) loss 1278.0732 (1312.1048) grad_norm 159.3971 (228.3119) embed_mse 1276.9678 (1311.0185) mask_bce 0.2468 (0.2426) mask_dice 0.8586 (0.8437) mem 21941MB +[2025-12-25 05:31:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][860/1573] eta 0:10:07 lr 0.000027 time 0.4194 (0.8523) loss 1224.7917 (1312.0312) grad_norm 184.8944 (227.9061) embed_mse 1223.7240 (1310.9449) mask_bce 0.2515 (0.2426) mask_dice 0.8162 (0.8436) mem 21941MB +[2025-12-25 05:31:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][870/1573] eta 0:09:58 lr 0.000027 time 0.4244 (0.8519) loss 1333.0160 (1312.0393) grad_norm 196.8492 (227.6185) embed_mse 1331.9484 (1310.9532) mask_bce 0.2172 (0.2424) mask_dice 0.8505 (0.8437) mem 21941MB +[2025-12-25 05:31:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][880/1573] eta 0:09:47 lr 0.000027 time 0.4196 (0.8474) loss 1335.1470 (1312.0413) grad_norm 191.1769 (227.2894) embed_mse 1334.0033 (1310.9551) mask_bce 0.3286 (0.2425) mask_dice 0.8150 (0.8437) mem 21941MB +[2025-12-25 05:31:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][890/1573] eta 0:09:37 lr 0.000027 time 0.4205 (0.8458) loss 1313.1028 (1312.0218) grad_norm 196.3844 (227.0110) embed_mse 1312.0355 (1310.9356) mask_bce 0.2504 (0.2425) mask_dice 0.8169 (0.8437) mem 21941MB +[2025-12-25 05:31:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][900/1573] eta 0:09:30 lr 0.000026 time 0.4330 (0.8474) loss 1324.4543 (1312.1070) grad_norm 245.8510 (227.1792) embed_mse 1323.3721 (1311.0208) mask_bce 0.2638 (0.2425) mask_dice 0.8184 (0.8437) mem 21941MB +[2025-12-25 05:31:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][910/1573] eta 0:09:19 lr 0.000026 time 0.4214 (0.8435) loss 1342.7113 (1312.1104) grad_norm 180.0507 (226.7621) embed_mse 1341.6332 (1311.0241) mask_bce 0.2182 (0.2426) mask_dice 0.8600 (0.8437) mem 21941MB +[2025-12-25 05:31:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][920/1573] eta 0:09:09 lr 0.000026 time 0.4188 (0.8410) loss 1315.0334 (1312.1534) grad_norm 306.1424 (227.0683) embed_mse 1313.9447 (1311.0671) mask_bce 0.2674 (0.2426) mask_dice 0.8213 (0.8437) mem 21941MB +[2025-12-25 05:32:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][930/1573] eta 0:09:01 lr 0.000026 time 0.4215 (0.8424) loss 1313.2072 (1312.3009) grad_norm 168.1185 (226.5601) embed_mse 1312.1211 (1311.2145) mask_bce 0.2422 (0.2427) mask_dice 0.8439 (0.8436) mem 21941MB +[2025-12-25 05:32:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][940/1573] eta 0:08:51 lr 0.000026 time 0.4227 (0.8395) loss 1327.5724 (1312.3283) grad_norm 167.8353 (226.0582) embed_mse 1326.4899 (1311.2419) mask_bce 0.2497 (0.2429) mask_dice 0.8328 (0.8435) mem 21941MB +[2025-12-25 05:32:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][950/1573] eta 0:08:45 lr 0.000026 time 0.4197 (0.8439) loss 1268.8987 (1312.3020) grad_norm 192.5448 (225.7742) embed_mse 1267.7834 (1311.2157) mask_bce 0.2704 (0.2428) mask_dice 0.8449 (0.8435) mem 21941MB +[2025-12-25 05:32:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][960/1573] eta 0:08:37 lr 0.000026 time 0.4168 (0.8435) loss 1281.0278 (1312.2400) grad_norm 208.5026 (224.9840) embed_mse 1279.9510 (1311.1537) mask_bce 0.2267 (0.2428) mask_dice 0.8501 (0.8434) mem 21941MB +[2025-12-25 05:32:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][970/1573] eta 0:08:28 lr 0.000026 time 0.9914 (0.8427) loss 1287.7709 (1312.1137) grad_norm 272.3004 (225.3751) embed_mse 1286.6635 (1311.0275) mask_bce 0.2748 (0.2428) mask_dice 0.8327 (0.8434) mem 21941MB +[2025-12-25 05:32:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][980/1573] eta 0:08:18 lr 0.000026 time 0.4210 (0.8406) loss 1329.2740 (1312.2945) grad_norm 235.2978 (225.4564) embed_mse 1328.1855 (1311.2085) mask_bce 0.2561 (0.2426) mask_dice 0.8324 (0.8434) mem 21941MB +[2025-12-25 05:32:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][990/1573] eta 0:08:11 lr 0.000026 time 0.4229 (0.8432) loss 1327.0121 (1312.2972) grad_norm 202.6351 (225.2709) embed_mse 1325.9440 (1311.2113) mask_bce 0.2328 (0.2426) mask_dice 0.8354 (0.8433) mem 21941MB +[2025-12-25 05:33:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1000/1573] eta 0:08:03 lr 0.000026 time 0.4198 (0.8430) loss 1354.9064 (1312.3640) grad_norm 198.5179 (225.2364) embed_mse 1353.8263 (1311.2779) mask_bce 0.2227 (0.2427) mask_dice 0.8574 (0.8433) mem 21941MB +[2025-12-25 05:33:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1010/1573] eta 0:07:54 lr 0.000026 time 0.4233 (0.8433) loss 1285.0469 (1312.3230) grad_norm 193.6533 (224.9857) embed_mse 1283.9314 (1311.2368) mask_bce 0.2987 (0.2429) mask_dice 0.8168 (0.8433) mem 21941MB +[2025-12-25 05:33:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1020/1573] eta 0:07:46 lr 0.000026 time 0.4451 (0.8427) loss 1331.2535 (1312.4867) grad_norm 201.3795 (224.7998) embed_mse 1330.1720 (1311.4005) mask_bce 0.2417 (0.2430) mask_dice 0.8398 (0.8432) mem 21941MB +[2025-12-25 05:33:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1030/1573] eta 0:07:35 lr 0.000026 time 0.4879 (0.8391) loss 1307.5967 (1312.4912) grad_norm 297.0714 (225.3644) embed_mse 1306.5123 (1311.4050) mask_bce 0.2464 (0.2429) mask_dice 0.8379 (0.8432) mem 21941MB +[2025-12-25 05:33:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1040/1573] eta 0:07:28 lr 0.000026 time 0.4213 (0.8407) loss 1257.6322 (1312.5768) grad_norm 189.1416 (225.1713) embed_mse 1256.5619 (1311.4907) mask_bce 0.2415 (0.2430) mask_dice 0.8288 (0.8432) mem 21941MB +[2025-12-25 05:33:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1050/1573] eta 0:07:18 lr 0.000026 time 0.4210 (0.8377) loss 1297.2379 (1312.6521) grad_norm 187.6042 (224.8845) embed_mse 1296.1444 (1311.5660) mask_bce 0.2653 (0.2430) mask_dice 0.8281 (0.8431) mem 21941MB +[2025-12-25 05:33:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1060/1573] eta 0:07:09 lr 0.000026 time 0.9847 (0.8363) loss 1258.5082 (1312.5367) grad_norm 294.7697 (225.4139) embed_mse 1257.4343 (1311.4506) mask_bce 0.2387 (0.2430) mask_dice 0.8350 (0.8430) mem 21941MB +[2025-12-25 05:33:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1070/1573] eta 0:07:00 lr 0.000026 time 0.4221 (0.8359) loss 1375.8771 (1312.4825) grad_norm 210.9882 (225.3055) embed_mse 1374.8030 (1311.3964) mask_bce 0.2029 (0.2430) mask_dice 0.8711 (0.8431) mem 21941MB +[2025-12-25 05:34:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1080/1573] eta 0:06:55 lr 0.000026 time 5.6332 (0.8419) loss 1213.3069 (1312.3689) grad_norm 328.2741 (226.1542) embed_mse 1212.2184 (1311.2827) mask_bce 0.2256 (0.2431) mask_dice 0.8629 (0.8431) mem 21941MB +[2025-12-25 05:34:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1090/1573] eta 0:06:46 lr 0.000026 time 0.4279 (0.8418) loss 1273.6622 (1312.4521) grad_norm 184.3585 (225.8469) embed_mse 1272.5990 (1311.3661) mask_bce 0.2313 (0.2430) mask_dice 0.8320 (0.8431) mem 21941MB +[2025-12-25 05:34:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1100/1573] eta 0:06:37 lr 0.000026 time 0.4179 (0.8406) loss 1291.6451 (1312.4273) grad_norm 231.9846 (225.8917) embed_mse 1290.5986 (1311.3413) mask_bce 0.2003 (0.2429) mask_dice 0.8461 (0.8431) mem 21941MB +[2025-12-25 05:34:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1110/1573] eta 0:06:28 lr 0.000026 time 0.4231 (0.8392) loss 1302.2616 (1312.5286) grad_norm 341.0659 (226.7263) embed_mse 1301.1465 (1311.4424) mask_bce 0.2844 (0.2430) mask_dice 0.8307 (0.8431) mem 21941MB +[2025-12-25 05:34:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1120/1573] eta 0:06:19 lr 0.000026 time 3.9595 (0.8387) loss 1342.7120 (1312.7863) grad_norm 172.3619 (225.9635) embed_mse 1341.6281 (1311.7002) mask_bce 0.2499 (0.2430) mask_dice 0.8341 (0.8432) mem 21941MB +[2025-12-25 05:34:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1130/1573] eta 0:06:12 lr 0.000026 time 0.4223 (0.8401) loss 1303.3398 (1312.9123) grad_norm 221.8554 (225.9343) embed_mse 1302.2466 (1311.8260) mask_bce 0.2422 (0.2430) mask_dice 0.8511 (0.8432) mem 21941MB +[2025-12-25 05:34:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1140/1573] eta 0:06:03 lr 0.000026 time 0.4446 (0.8401) loss 1296.3867 (1312.7450) grad_norm 219.5353 (225.8893) embed_mse 1295.3199 (1311.6588) mask_bce 0.2276 (0.2430) mask_dice 0.8391 (0.8432) mem 21941MB +[2025-12-25 05:35:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1150/1573] eta 0:05:58 lr 0.000026 time 0.4205 (0.8476) loss 1402.5397 (1312.9002) grad_norm 242.2862 (226.0039) embed_mse 1401.4640 (1311.8141) mask_bce 0.2366 (0.2429) mask_dice 0.8391 (0.8432) mem 21941MB +[2025-12-25 05:35:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1160/1573] eta 0:05:49 lr 0.000026 time 0.4261 (0.8463) loss 1271.5314 (1312.8598) grad_norm 220.0940 (225.7634) embed_mse 1270.4824 (1311.7738) mask_bce 0.1898 (0.2428) mask_dice 0.8591 (0.8432) mem 21941MB +[2025-12-25 05:35:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1170/1573] eta 0:05:41 lr 0.000026 time 2.6467 (0.8468) loss 1350.9664 (1312.7523) grad_norm 153.2437 (225.2667) embed_mse 1349.9111 (1311.6664) mask_bce 0.1839 (0.2426) mask_dice 0.8713 (0.8433) mem 21941MB +[2025-12-25 05:35:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1180/1573] eta 0:05:32 lr 0.000026 time 0.4294 (0.8460) loss 1356.5332 (1312.7234) grad_norm 226.6205 (225.2759) embed_mse 1355.4552 (1311.6375) mask_bce 0.2472 (0.2426) mask_dice 0.8309 (0.8432) mem 21941MB +[2025-12-25 05:35:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1190/1573] eta 0:05:23 lr 0.000026 time 0.9503 (0.8454) loss 1373.7908 (1312.7618) grad_norm 187.1228 (225.0181) embed_mse 1372.7246 (1311.6760) mask_bce 0.2130 (0.2426) mask_dice 0.8531 (0.8432) mem 21941MB +[2025-12-25 05:35:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1200/1573] eta 0:05:16 lr 0.000026 time 0.4192 (0.8484) loss 1251.2330 (1312.6493) grad_norm 164.4379 (224.4678) embed_mse 1250.0522 (1311.5633) mask_bce 0.3643 (0.2428) mask_dice 0.8164 (0.8432) mem 21941MB +[2025-12-25 05:36:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1210/1573] eta 0:05:09 lr 0.000026 time 0.4641 (0.8530) loss 1309.6462 (1312.6183) grad_norm 285.5168 (224.8721) embed_mse 1308.5555 (1311.5323) mask_bce 0.2600 (0.2428) mask_dice 0.8307 (0.8432) mem 21941MB +[2025-12-25 05:36:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1220/1573] eta 0:05:00 lr 0.000026 time 0.4520 (0.8505) loss 1315.0098 (1312.5340) grad_norm 151.8751 (224.3918) embed_mse 1313.9202 (1311.4482) mask_bce 0.2366 (0.2427) mask_dice 0.8530 (0.8431) mem 21941MB +[2025-12-25 05:36:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1230/1573] eta 0:04:52 lr 0.000026 time 1.5003 (0.8520) loss 1286.1333 (1312.4745) grad_norm 174.2690 (224.0642) embed_mse 1285.0400 (1311.3887) mask_bce 0.2634 (0.2427) mask_dice 0.8298 (0.8431) mem 21941MB +[2025-12-25 05:36:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1240/1573] eta 0:04:43 lr 0.000026 time 0.4208 (0.8500) loss 1394.5969 (1312.4466) grad_norm 213.4874 (223.5227) embed_mse 1393.5120 (1311.3607) mask_bce 0.2541 (0.2428) mask_dice 0.8310 (0.8430) mem 21941MB +[2025-12-25 05:36:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1250/1573] eta 0:04:35 lr 0.000026 time 0.4290 (0.8529) loss 1288.7841 (1312.5513) grad_norm 321.8938 (224.1532) embed_mse 1287.6910 (1311.4654) mask_bce 0.2677 (0.2429) mask_dice 0.8253 (0.8430) mem 21941MB +[2025-12-25 05:36:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1260/1573] eta 0:04:27 lr 0.000026 time 0.4241 (0.8538) loss 1288.9432 (1312.6373) grad_norm 248.5831 (224.3089) embed_mse 1287.8577 (1311.5515) mask_bce 0.2402 (0.2428) mask_dice 0.8454 (0.8430) mem 21941MB +[2025-12-25 05:37:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1270/1573] eta 0:04:17 lr 0.000026 time 0.4776 (0.8512) loss 1225.3230 (1312.6270) grad_norm 232.6422 (224.3616) embed_mse 1224.2532 (1311.5412) mask_bce 0.2493 (0.2428) mask_dice 0.8206 (0.8430) mem 21941MB +[2025-12-25 05:37:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1280/1573] eta 0:04:09 lr 0.000026 time 4.7735 (0.8520) loss 1300.1898 (1312.6165) grad_norm 145.6796 (223.7583) embed_mse 1299.1008 (1311.5306) mask_bce 0.2664 (0.2429) mask_dice 0.8226 (0.8431) mem 21941MB +[2025-12-25 05:37:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1290/1573] eta 0:04:01 lr 0.000026 time 1.2159 (0.8516) loss 1291.7117 (1312.6957) grad_norm 144.7847 (223.2677) embed_mse 1290.6417 (1311.6098) mask_bce 0.2414 (0.2428) mask_dice 0.8285 (0.8431) mem 21941MB +[2025-12-25 05:37:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1300/1573] eta 0:03:51 lr 0.000026 time 0.4209 (0.8498) loss 1237.6655 (1312.6302) grad_norm 441.7938 (224.6167) embed_mse 1236.5996 (1311.5443) mask_bce 0.2425 (0.2428) mask_dice 0.8233 (0.8430) mem 21941MB +[2025-12-25 05:37:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1310/1573] eta 0:03:43 lr 0.000026 time 0.4255 (0.8500) loss 1301.0309 (1312.7180) grad_norm 241.0927 (224.7177) embed_mse 1299.9320 (1311.6321) mask_bce 0.2740 (0.2429) mask_dice 0.8249 (0.8430) mem 21941MB +[2025-12-25 05:37:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1320/1573] eta 0:03:34 lr 0.000026 time 0.4249 (0.8490) loss 1309.0066 (1312.7003) grad_norm 157.0392 (224.3964) embed_mse 1307.9292 (1311.6143) mask_bce 0.2569 (0.2430) mask_dice 0.8204 (0.8430) mem 21941MB +[2025-12-25 05:37:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1330/1573] eta 0:03:25 lr 0.000026 time 0.5328 (0.8477) loss 1286.6705 (1312.7056) grad_norm 261.1105 (224.6176) embed_mse 1285.5875 (1311.6197) mask_bce 0.2523 (0.2429) mask_dice 0.8307 (0.8430) mem 21941MB +[2025-12-25 05:37:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1340/1573] eta 0:03:17 lr 0.000026 time 0.4210 (0.8468) loss 1252.8705 (1312.6693) grad_norm 164.2276 (224.2560) embed_mse 1251.7942 (1311.5834) mask_bce 0.2362 (0.2428) mask_dice 0.8400 (0.8430) mem 21941MB +[2025-12-25 05:38:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1350/1573] eta 0:03:09 lr 0.000026 time 0.4221 (0.8480) loss 1317.8875 (1312.5446) grad_norm 225.2722 (224.2620) embed_mse 1316.7687 (1311.4585) mask_bce 0.3110 (0.2430) mask_dice 0.8078 (0.8430) mem 21941MB +[2025-12-25 05:38:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1360/1573] eta 0:03:00 lr 0.000026 time 0.4274 (0.8479) loss 1359.3574 (1312.5795) grad_norm 184.1376 (223.9565) embed_mse 1358.2803 (1311.4935) mask_bce 0.2360 (0.2430) mask_dice 0.8412 (0.8430) mem 21941MB +[2025-12-25 05:38:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1370/1573] eta 0:02:51 lr 0.000026 time 0.4236 (0.8453) loss 1317.9832 (1312.6901) grad_norm 334.3160 (224.6019) embed_mse 1316.8961 (1311.6041) mask_bce 0.2453 (0.2431) mask_dice 0.8417 (0.8429) mem 21941MB +[2025-12-25 05:38:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1380/1573] eta 0:02:43 lr 0.000026 time 0.4563 (0.8456) loss 1351.0939 (1312.7191) grad_norm 245.0952 (224.7210) embed_mse 1349.9886 (1311.6330) mask_bce 0.2409 (0.2433) mask_dice 0.8643 (0.8428) mem 21941MB +[2025-12-25 05:38:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1390/1573] eta 0:02:35 lr 0.000026 time 0.4274 (0.8511) loss 1319.9573 (1312.7725) grad_norm 235.9080 (224.7857) embed_mse 1318.7838 (1311.6863) mask_bce 0.3335 (0.2434) mask_dice 0.8400 (0.8428) mem 21941MB +[2025-12-25 05:38:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1400/1573] eta 0:02:26 lr 0.000026 time 0.4590 (0.8494) loss 1304.8353 (1312.7206) grad_norm 210.8302 (224.5461) embed_mse 1303.7266 (1311.6344) mask_bce 0.2665 (0.2434) mask_dice 0.8423 (0.8428) mem 21941MB +[2025-12-25 05:38:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1410/1573] eta 0:02:18 lr 0.000026 time 0.4947 (0.8470) loss 1302.5580 (1312.8379) grad_norm 198.7919 (224.3998) embed_mse 1301.4542 (1311.7517) mask_bce 0.2513 (0.2435) mask_dice 0.8525 (0.8427) mem 21941MB +[2025-12-25 05:39:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1420/1573] eta 0:02:09 lr 0.000026 time 0.4786 (0.8444) loss 1303.5776 (1312.8164) grad_norm 175.0770 (224.1211) embed_mse 1302.5256 (1311.7302) mask_bce 0.2268 (0.2434) mask_dice 0.8252 (0.8428) mem 21941MB +[2025-12-25 05:39:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1430/1573] eta 0:02:01 lr 0.000026 time 0.4493 (0.8462) loss 1318.5476 (1312.7807) grad_norm 199.0586 (223.9803) embed_mse 1317.4681 (1311.6945) mask_bce 0.2340 (0.2434) mask_dice 0.8455 (0.8428) mem 21941MB +[2025-12-25 05:39:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1440/1573] eta 0:01:53 lr 0.000026 time 0.4182 (0.8508) loss 1319.2926 (1312.8174) grad_norm 220.8183 (224.1492) embed_mse 1318.2101 (1311.7312) mask_bce 0.2538 (0.2434) mask_dice 0.8287 (0.8428) mem 21941MB +[2025-12-25 05:39:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1450/1573] eta 0:01:44 lr 0.000026 time 0.4215 (0.8518) loss 1327.7856 (1313.0301) grad_norm 215.5999 (224.1020) embed_mse 1326.7186 (1311.9438) mask_bce 0.2471 (0.2435) mask_dice 0.8199 (0.8428) mem 21941MB +[2025-12-25 05:39:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1460/1573] eta 0:01:36 lr 0.000026 time 0.4831 (0.8499) loss 1284.7858 (1313.0067) grad_norm 239.6310 (224.1874) embed_mse 1283.7096 (1311.9204) mask_bce 0.2180 (0.2435) mask_dice 0.8582 (0.8428) mem 21941MB +[2025-12-25 05:40:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1470/1573] eta 0:01:28 lr 0.000026 time 12.2971 (0.8569) loss 1364.3099 (1313.1292) grad_norm 161.0374 (223.8423) embed_mse 1363.2036 (1312.0430) mask_bce 0.2371 (0.2434) mask_dice 0.8692 (0.8429) mem 21941MB +[2025-12-25 05:40:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1480/1573] eta 0:01:19 lr 0.000026 time 0.4404 (0.8571) loss 1256.6936 (1313.1371) grad_norm 195.0667 (223.7563) embed_mse 1255.6027 (1312.0509) mask_bce 0.2596 (0.2434) mask_dice 0.8313 (0.8429) mem 21941MB +[2025-12-25 05:40:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1490/1573] eta 0:01:11 lr 0.000026 time 0.4280 (0.8581) loss 1330.9651 (1313.3754) grad_norm 376.7802 (224.5790) embed_mse 1329.8760 (1312.2891) mask_bce 0.2386 (0.2434) mask_dice 0.8504 (0.8429) mem 21941MB +[2025-12-25 05:40:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1500/1573] eta 0:01:02 lr 0.000026 time 0.4289 (0.8561) loss 1355.7559 (1313.3441) grad_norm 270.6409 (224.8253) embed_mse 1354.6425 (1312.2579) mask_bce 0.2757 (0.2434) mask_dice 0.8378 (0.8429) mem 21941MB +[2025-12-25 05:40:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1510/1573] eta 0:00:53 lr 0.000026 time 1.8329 (0.8554) loss 1255.9348 (1313.3893) grad_norm 222.5867 (224.8134) embed_mse 1254.8943 (1312.3031) mask_bce 0.1919 (0.2434) mask_dice 0.8486 (0.8429) mem 21941MB +[2025-12-25 05:40:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1520/1573] eta 0:00:45 lr 0.000025 time 0.4294 (0.8541) loss 1279.0962 (1313.4161) grad_norm 178.6308 (224.7518) embed_mse 1278.0161 (1312.3299) mask_bce 0.2492 (0.2433) mask_dice 0.8309 (0.8429) mem 21941MB +[2025-12-25 05:40:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1530/1573] eta 0:00:36 lr 0.000025 time 0.4375 (0.8547) loss 1331.0502 (1313.3353) grad_norm 194.4586 (224.5931) embed_mse 1329.9517 (1312.2491) mask_bce 0.2493 (0.2433) mask_dice 0.8492 (0.8429) mem 21941MB +[2025-12-25 05:40:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1540/1573] eta 0:00:28 lr 0.000025 time 0.4255 (0.8541) loss 1335.6569 (1313.4187) grad_norm 239.9377 (224.6731) embed_mse 1334.5947 (1312.3326) mask_bce 0.2195 (0.2432) mask_dice 0.8427 (0.8429) mem 21941MB +[2025-12-25 05:41:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1550/1573] eta 0:00:19 lr 0.000025 time 0.4282 (0.8557) loss 1291.3203 (1313.5434) grad_norm 344.3101 (225.2929) embed_mse 1290.2463 (1312.4572) mask_bce 0.2231 (0.2433) mask_dice 0.8510 (0.8429) mem 21941MB +[2025-12-25 05:41:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1560/1573] eta 0:00:11 lr 0.000025 time 0.4821 (0.8535) loss 1261.5696 (1313.6538) grad_norm 334.3627 (226.4738) embed_mse 1260.5037 (1312.5676) mask_bce 0.2246 (0.2434) mask_dice 0.8413 (0.8429) mem 21941MB +[2025-12-25 05:41:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1570/1573] eta 0:00:02 lr 0.000025 time 0.4633 (0.8565) loss 1327.6833 (1313.6887) grad_norm 180.3671 (226.2386) embed_mse 1326.3689 (1312.6022) mask_bce 0.4500 (0.2435) mask_dice 0.8644 (0.8429) mem 21941MB +[2025-12-25 05:41:27 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 14 training takes 0:22:26 +[2025-12-25 05:41:27 geometry_finetune_default] (utils.py 296): INFO output_geometry_finetune/es_rv_m/ckpt_epoch_14.pth saving...... +[2025-12-25 05:46:43 geometry_finetune_default] (utils.py 298): INFO output_geometry_finetune/es_rv_m/ckpt_epoch_14.pth saved !!! +[2025-12-25 05:46:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][0/1573] eta 2:48:15 lr 0.000025 time 6.4181 (6.4181) loss 1312.6284 (1312.6284) grad_norm 0.0000 (0.0000) embed_mse 1311.5353 (1311.5353) mask_bce 0.2528 (0.2528) mask_dice 0.8403 (0.8403) mem 21941MB +[2025-12-25 05:46:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][10/1573] eta 0:36:11 lr 0.000025 time 0.4282 (1.3893) loss 1343.2098 (1301.3668) grad_norm 420.2184 (420.2184) embed_mse 1342.1362 (1300.2889) mask_bce 0.2089 (0.2345) mask_dice 0.8646 (0.8434) mem 21941MB +[2025-12-25 05:47:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][20/1573] eta 0:27:48 lr 0.000025 time 0.4667 (1.0747) loss 1418.7802 (1314.8191) grad_norm 273.3723 (346.7953) embed_mse 1417.6747 (1313.7375) mask_bce 0.2773 (0.2390) mask_dice 0.8283 (0.8426) mem 21941MB +[2025-12-25 05:47:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][30/1573] eta 0:24:26 lr 0.000025 time 0.4305 (0.9503) loss 1321.6809 (1311.4382) grad_norm 171.8191 (288.4699) embed_mse 1320.6145 (1310.3539) mask_bce 0.2611 (0.2445) mask_dice 0.8053 (0.8397) mem 21941MB +[2025-12-25 05:47:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][40/1573] eta 0:23:12 lr 0.000025 time 0.4240 (0.9086) loss 1338.3455 (1310.8981) grad_norm 227.0991 (257.7480) embed_mse 1337.2783 (1309.8163) mask_bce 0.2201 (0.2414) mask_dice 0.8470 (0.8404) mem 21941MB +[2025-12-25 05:47:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][50/1573] eta 0:23:11 lr 0.000025 time 1.6208 (0.9139) loss 1378.7338 (1313.4002) grad_norm 253.9426 (257.1138) embed_mse 1377.6256 (1312.3177) mask_bce 0.2392 (0.2419) mask_dice 0.8690 (0.8406) mem 21941MB +[2025-12-25 05:47:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][60/1573] eta 0:22:39 lr 0.000025 time 2.2049 (0.8985) loss 1314.3224 (1312.7033) grad_norm 248.1872 (255.8385) embed_mse 1313.2328 (1311.6198) mask_bce 0.2572 (0.2439) mask_dice 0.8323 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(train_geometry_finetune.py 372): INFO Train: [15/30][100/1573] eta 0:20:44 lr 0.000025 time 0.4199 (0.8450) loss 1305.1309 (1311.9720) grad_norm 226.4722 (246.5343) embed_mse 1304.0756 (1310.8842) mask_bce 0.2116 (0.2476) mask_dice 0.8437 (0.8402) mem 21941MB +[2025-12-25 05:48:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][110/1573] eta 0:20:36 lr 0.000025 time 2.3281 (0.8454) loss 1303.6879 (1311.3830) grad_norm 264.0328 (247.8803) embed_mse 1302.6193 (1310.2959) mask_bce 0.2224 (0.2469) mask_dice 0.8462 (0.8402) mem 21941MB +[2025-12-25 05:48:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][120/1573] eta 0:21:35 lr 0.000025 time 2.1147 (0.8913) loss 1384.0460 (1313.6185) grad_norm 231.9947 (254.7644) embed_mse 1382.9701 (1312.5321) mask_bce 0.2147 (0.2462) mask_dice 0.8612 (0.8402) mem 21941MB +[2025-12-25 05:48:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][130/1573] eta 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grad_norm 267.2537 (244.4786) embed_mse 1272.0356 (1311.3886) mask_bce 0.2263 (0.2450) mask_dice 0.8441 (0.8403) mem 21941MB +[2025-12-25 05:49:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][170/1573] eta 0:22:38 lr 0.000025 time 0.4203 (0.9683) loss 1339.3673 (1311.9004) grad_norm 170.9466 (240.9771) embed_mse 1338.2693 (1310.8155) mask_bce 0.2607 (0.2447) mask_dice 0.8375 (0.8401) mem 21941MB +[2025-12-25 05:49:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][180/1573] eta 0:21:47 lr 0.000025 time 0.4340 (0.9383) loss 1271.8011 (1311.7459) grad_norm 184.7035 (238.4192) embed_mse 1270.7131 (1310.6611) mask_bce 0.2525 (0.2447) mask_dice 0.8354 (0.8401) mem 21941MB +[2025-12-25 05:49:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][190/1573] eta 0:21:08 lr 0.000025 time 0.4515 (0.9170) loss 1289.5988 (1311.1672) grad_norm 300.6825 (241.1263) embed_mse 1288.5258 (1310.0827) mask_bce 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INFO Train: [15/30][260/1573] eta 0:19:53 lr 0.000025 time 0.4242 (0.9088) loss 1299.1968 (1313.6654) grad_norm 299.3871 (234.7834) embed_mse 1298.0999 (1312.5801) mask_bce 0.2698 (0.2444) mask_dice 0.8270 (0.8409) mem 21941MB +[2025-12-25 05:50:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][270/1573] eta 0:19:36 lr 0.000025 time 0.4268 (0.9030) loss 1366.4685 (1314.1277) grad_norm 217.7360 (234.2668) embed_mse 1365.3816 (1313.0425) mask_bce 0.2484 (0.2443) mask_dice 0.8385 (0.8409) mem 21941MB +[2025-12-25 05:50:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][280/1573] eta 0:19:19 lr 0.000025 time 0.4242 (0.8968) loss 1296.3384 (1313.9657) grad_norm 151.2845 (239.2796) embed_mse 1295.2435 (1312.8800) mask_bce 0.2704 (0.2450) mask_dice 0.8244 (0.8407) mem 21941MB +[2025-12-25 05:51:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][290/1573] eta 0:19:06 lr 0.000025 time 0.4193 (0.8938) loss 1373.9642 (1314.0226) grad_norm 188.5176 (237.8696) embed_mse 1372.9098 (1312.9367) mask_bce 0.1984 (0.2455) mask_dice 0.8559 (0.8405) mem 21941MB +[2025-12-25 05:51:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][300/1573] eta 0:19:07 lr 0.000025 time 0.4203 (0.9018) loss 1191.0952 (1312.9829) grad_norm 150.4193 (235.5060) embed_mse 1190.0242 (1311.8959) mask_bce 0.2390 (0.2460) mask_dice 0.8320 (0.8410) mem 21941MB +[2025-12-25 05:51:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][310/1573] eta 0:18:45 lr 0.000025 time 0.4211 (0.8909) loss 1245.4114 (1312.8525) grad_norm 152.6266 (233.3250) embed_mse 1244.3165 (1311.7650) mask_bce 0.2611 (0.2468) mask_dice 0.8337 (0.8407) mem 21941MB +[2025-12-25 05:51:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][320/1573] eta 0:18:23 lr 0.000025 time 0.4223 (0.8808) loss 1379.1830 (1312.2223) grad_norm 266.6548 (233.1566) 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geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][390/1573] eta 0:16:55 lr 0.000025 time 0.7604 (0.8582) loss 1293.5201 (1312.8654) grad_norm 284.0276 (232.8749) embed_mse 1292.4760 (1311.7783) mask_bce 0.2189 (0.2458) mask_dice 0.8254 (0.8412) mem 21941MB +[2025-12-25 05:52:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][400/1573] eta 0:16:44 lr 0.000025 time 0.4227 (0.8561) loss 1362.7271 (1312.9591) grad_norm 174.4077 (230.2696) embed_mse 1361.6311 (1311.8721) mask_bce 0.2642 (0.2457) mask_dice 0.8317 (0.8412) mem 21941MB +[2025-12-25 05:52:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][410/1573] eta 0:16:23 lr 0.000025 time 0.4222 (0.8456) loss 1285.0553 (1313.5412) grad_norm 201.8281 (229.7119) embed_mse 1283.9634 (1312.4541) mask_bce 0.2599 (0.2457) mask_dice 0.8320 (0.8413) mem 21941MB +[2025-12-25 05:52:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO 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loss 1310.7402 (1313.2591) grad_norm 201.0866 (231.5489) embed_mse 1309.6759 (1312.1718) mask_bce 0.2309 (0.2459) mask_dice 0.8334 (0.8415) mem 21941MB +[2025-12-25 05:53:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][460/1573] eta 0:15:50 lr 0.000025 time 0.4205 (0.8544) loss 1230.2186 (1313.1166) grad_norm 144.0740 (230.0143) embed_mse 1229.1488 (1312.0294) mask_bce 0.2249 (0.2458) mask_dice 0.8449 (0.8414) mem 21941MB +[2025-12-25 05:53:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][470/1573] eta 0:15:33 lr 0.000025 time 0.4318 (0.8459) loss 1279.4736 (1313.1653) grad_norm 197.5313 (229.4542) embed_mse 1278.3915 (1312.0782) mask_bce 0.2447 (0.2458) mask_dice 0.8374 (0.8413) mem 21941MB +[2025-12-25 05:53:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][480/1573] eta 0:15:18 lr 0.000025 time 0.4267 (0.8399) loss 1311.6006 (1313.5949) grad_norm 198.3417 (228.5142) embed_mse 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(0.8416) mem 21941MB +[2025-12-25 05:54:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][520/1573] eta 0:14:42 lr 0.000025 time 0.4291 (0.8381) loss 1298.9946 (1313.5623) grad_norm 194.0066 (227.2831) embed_mse 1297.9573 (1312.4754) mask_bce 0.1978 (0.2454) mask_dice 0.8396 (0.8415) mem 21941MB +[2025-12-25 05:54:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][530/1573] eta 0:14:33 lr 0.000025 time 0.4249 (0.8378) loss 1299.5272 (1313.0317) grad_norm 203.5083 (226.9229) embed_mse 1298.4701 (1311.9448) mask_bce 0.1875 (0.2455) mask_dice 0.8696 (0.8415) mem 21941MB +[2025-12-25 05:54:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][540/1573] eta 0:14:31 lr 0.000025 time 4.5175 (0.8441) loss 1324.2122 (1313.1723) grad_norm 180.2395 (226.2261) embed_mse 1323.1411 (1312.0851) mask_bce 0.2413 (0.2455) mask_dice 0.8297 (0.8416) mem 21941MB +[2025-12-25 05:54:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][550/1573] eta 0:14:21 lr 0.000024 time 0.4311 (0.8421) loss 1292.2169 (1312.9371) grad_norm 202.5026 (225.8773) embed_mse 1291.1638 (1311.8501) mask_bce 0.1962 (0.2452) mask_dice 0.8569 (0.8417) mem 21941MB +[2025-12-25 05:54:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][560/1573] eta 0:14:07 lr 0.000024 time 0.4226 (0.8362) loss 1304.0664 (1313.0480) grad_norm 195.4114 (225.1379) embed_mse 1302.9727 (1311.9612) mask_bce 0.2650 (0.2450) mask_dice 0.8287 (0.8418) mem 21941MB +[2025-12-25 05:54:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][570/1573] eta 0:13:57 lr 0.000024 time 0.4168 (0.8347) loss 1353.3885 (1313.1723) grad_norm 193.4653 (224.6918) embed_mse 1352.3364 (1312.0856) mask_bce 0.1779 (0.2448) mask_dice 0.8743 (0.8419) mem 21941MB +[2025-12-25 05:54:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][580/1573] eta 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05:56:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][680/1573] eta 0:12:14 lr 0.000024 time 5.0986 (0.8227) loss 1304.7139 (1313.5029) grad_norm 357.7017 (225.6589) embed_mse 1303.6344 (1312.4163) mask_bce 0.2447 (0.2447) mask_dice 0.8348 (0.8419) mem 21941MB +[2025-12-25 05:56:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][690/1573] eta 0:12:05 lr 0.000024 time 0.4268 (0.8211) loss 1261.3915 (1313.4517) grad_norm 151.5923 (224.7977) embed_mse 1260.3439 (1312.3652) mask_bce 0.2109 (0.2447) mask_dice 0.8368 (0.8418) mem 21941MB +[2025-12-25 05:56:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][700/1573] eta 0:11:55 lr 0.000024 time 0.4216 (0.8196) loss 1210.4957 (1313.2439) grad_norm 196.3934 (224.4712) embed_mse 1209.4849 (1312.1573) mask_bce 0.1781 (0.2448) mask_dice 0.8327 (0.8417) mem 21941MB +[2025-12-25 05:56:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][710/1573] eta 0:11:48 lr 0.000024 time 0.4217 (0.8205) loss 1304.1880 (1313.1622) grad_norm 181.0667 (223.9780) embed_mse 1303.0970 (1312.0756) mask_bce 0.2503 (0.2449) mask_dice 0.8407 (0.8417) mem 21941MB +[2025-12-25 05:56:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][720/1573] eta 0:11:35 lr 0.000024 time 0.4197 (0.8150) loss 1320.6901 (1313.0927) grad_norm 177.3200 (223.0050) embed_mse 1319.6160 (1312.0062) mask_bce 0.2155 (0.2448) mask_dice 0.8586 (0.8417) mem 21941MB +[2025-12-25 05:56:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][730/1573] eta 0:11:29 lr 0.000024 time 2.9338 (0.8177) loss 1344.3500 (1312.8762) grad_norm 229.1300 (223.0723) embed_mse 1343.2413 (1311.7896) mask_bce 0.2771 (0.2450) mask_dice 0.8315 (0.8416) mem 21941MB +[2025-12-25 05:56:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][740/1573] eta 0:11:21 lr 0.000024 time 0.4693 (0.8177) loss 1325.1257 (1312.9225) grad_norm 309.7313 (224.0143) embed_mse 1324.0570 (1311.8359) mask_bce 0.2243 (0.2451) mask_dice 0.8444 (0.8415) mem 21941MB +[2025-12-25 05:56:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][750/1573] eta 0:11:08 lr 0.000024 time 0.4470 (0.8125) loss 1351.8511 (1312.9154) grad_norm 229.9361 (224.0779) embed_mse 1350.7749 (1311.8288) mask_bce 0.2435 (0.2451) mask_dice 0.8327 (0.8416) mem 21941MB +[2025-12-25 05:56:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][760/1573] eta 0:10:57 lr 0.000024 time 0.4456 (0.8084) loss 1332.7778 (1312.6642) grad_norm 235.2576 (223.8064) embed_mse 1331.6852 (1311.5776) mask_bce 0.2674 (0.2451) mask_dice 0.8253 (0.8415) mem 21941MB +[2025-12-25 05:57:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][770/1573] eta 0:10:51 lr 0.000024 time 0.4222 (0.8114) loss 1268.7828 (1312.8151) grad_norm 186.7005 (223.4199) 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geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][840/1573] eta 0:09:51 lr 0.000024 time 0.4256 (0.8068) loss 1302.1564 (1312.0121) grad_norm 282.9287 (224.8082) embed_mse 1301.0692 (1310.9255) mask_bce 0.2359 (0.2451) mask_dice 0.8511 (0.8415) mem 21941MB +[2025-12-25 05:58:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][850/1573] eta 0:09:47 lr 0.000024 time 4.9660 (0.8119) loss 1334.1741 (1312.2536) grad_norm 218.8668 (224.7522) embed_mse 1333.0903 (1311.1670) mask_bce 0.2455 (0.2450) mask_dice 0.8382 (0.8416) mem 21941MB +[2025-12-25 05:58:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][860/1573] eta 0:09:37 lr 0.000024 time 0.4252 (0.8101) loss 1346.9076 (1312.4743) grad_norm 202.5667 (224.5448) embed_mse 1345.8374 (1311.3877) mask_bce 0.2223 (0.2451) mask_dice 0.8479 (0.8416) mem 21941MB +[2025-12-25 05:58:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][870/1573] eta 0:09:26 lr 0.000024 time 0.4199 (0.8057) loss 1246.7827 (1312.3873) grad_norm 368.0364 (225.8735) embed_mse 1245.7161 (1311.3007) mask_bce 0.2392 (0.2451) mask_dice 0.8274 (0.8416) mem 21941MB +[2025-12-25 05:58:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][880/1573] eta 0:09:15 lr 0.000024 time 0.7193 (0.8017) loss 1232.0076 (1312.0370) grad_norm 344.6225 (227.8046) embed_mse 1230.9714 (1310.9505) mask_bce 0.1956 (0.2450) mask_dice 0.8406 (0.8416) mem 21941MB +[2025-12-25 05:58:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][890/1573] eta 0:09:05 lr 0.000024 time 0.4386 (0.7985) loss 1356.0052 (1312.1064) grad_norm 205.0000 (227.5992) embed_mse 1354.9359 (1311.0199) mask_bce 0.2223 (0.2449) mask_dice 0.8470 (0.8416) mem 21941MB +[2025-12-25 05:58:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][900/1573] eta 0:08:56 lr 0.000024 time 0.4238 (0.7977) loss 1277.6283 (1312.0942) grad_norm 284.1692 (228.1043) embed_mse 1276.5599 (1311.0076) mask_bce 0.2403 (0.2450) mask_dice 0.8281 (0.8416) mem 21941MB +[2025-12-25 05:58:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][910/1573] eta 0:08:51 lr 0.000024 time 0.4235 (0.8012) loss 1384.0773 (1312.2109) grad_norm 212.0580 (227.9623) embed_mse 1382.9829 (1311.1244) mask_bce 0.2502 (0.2450) mask_dice 0.8441 (0.8416) mem 21941MB +[2025-12-25 05:59:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][920/1573] eta 0:08:43 lr 0.000024 time 0.4239 (0.8021) loss 1335.5433 (1312.3388) grad_norm 163.0573 (227.1609) embed_mse 1334.4285 (1311.2522) mask_bce 0.3021 (0.2451) mask_dice 0.8127 (0.8415) mem 21941MB +[2025-12-25 05:59:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][930/1573] eta 0:08:36 lr 0.000024 time 0.4199 (0.8026) loss 1354.9841 (1312.4057) grad_norm 228.1146 (227.1691) embed_mse 1353.9076 (1311.3191) mask_bce 0.2243 (0.2450) mask_dice 0.8523 (0.8416) mem 21941MB +[2025-12-25 05:59:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][940/1573] eta 0:08:29 lr 0.000024 time 0.4266 (0.8047) loss 1303.4501 (1312.4861) grad_norm 224.7800 (227.1487) embed_mse 1302.3824 (1311.3994) mask_bce 0.2131 (0.2452) mask_dice 0.8546 (0.8415) mem 21941MB +[2025-12-25 05:59:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][950/1573] eta 0:08:20 lr 0.000024 time 0.4302 (0.8035) loss 1345.4641 (1312.3555) grad_norm 409.3393 (228.6927) embed_mse 1344.3910 (1311.2689) mask_bce 0.2398 (0.2452) mask_dice 0.8333 (0.8415) mem 21941MB +[2025-12-25 05:59:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][960/1573] eta 0:08:16 lr 0.000024 time 0.4210 (0.8105) loss 1341.5482 (1312.0792) grad_norm 217.6664 (228.2424) embed_mse 1340.4697 (1310.9926) mask_bce 0.2361 (0.2450) mask_dice 0.8423 (0.8416) mem 21941MB +[2025-12-25 05:59:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][970/1573] eta 0:08:07 lr 0.000024 time 0.4219 (0.8087) loss 1264.0479 (1312.2523) grad_norm 233.2237 (228.2836) embed_mse 1262.9691 (1311.1657) mask_bce 0.2289 (0.2450) mask_dice 0.8498 (0.8416) mem 21941MB +[2025-12-25 05:59:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][980/1573] eta 0:07:59 lr 0.000024 time 0.4454 (0.8092) loss 1360.9078 (1312.2436) grad_norm 241.8833 (228.3950) embed_mse 1359.8298 (1311.1570) mask_bce 0.2271 (0.2450) mask_dice 0.8510 (0.8415) mem 21941MB +[2025-12-25 06:00:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][990/1573] eta 0:07:50 lr 0.000024 time 1.4733 (0.8064) loss 1331.9941 (1312.4534) grad_norm 221.0981 (228.3357) embed_mse 1330.8849 (1311.3669) mask_bce 0.2469 (0.2448) mask_dice 0.8623 (0.8417) mem 21941MB +[2025-12-25 06:00:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1000/1573] eta 0:07:40 lr 0.000024 time 0.4243 (0.8038) loss 1274.4758 (1312.4791) grad_norm 381.7297 (229.1262) embed_mse 1273.3948 (1311.3926) mask_bce 0.2591 (0.2448) mask_dice 0.8219 (0.8417) mem 21941MB +[2025-12-25 06:00:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1010/1573] eta 0:07:34 lr 0.000024 time 0.4281 (0.8069) loss 1283.7141 (1312.4980) grad_norm 193.1921 (228.8410) embed_mse 1282.6235 (1311.4115) mask_bce 0.2585 (0.2448) mask_dice 0.8321 (0.8416) mem 21941MB +[2025-12-25 06:00:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1020/1573] eta 0:07:24 lr 0.000024 time 0.4235 (0.8046) loss 1369.8020 (1312.5599) grad_norm 236.2681 (228.8994) embed_mse 1368.7375 (1311.4734) mask_bce 0.2211 (0.2448) mask_dice 0.8432 (0.8417) mem 21941MB +[2025-12-25 06:00:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1030/1573] eta 0:07:17 lr 0.000024 time 0.4209 (0.8054) loss 1239.9869 (1312.4315) grad_norm 225.2952 (228.8713) embed_mse 1238.8998 (1311.3450) mask_bce 0.2643 (0.2447) mask_dice 0.8228 (0.8417) mem 21941MB +[2025-12-25 06:00:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1040/1573] eta 0:07:07 lr 0.000024 time 0.4200 (0.8026) loss 1293.7299 (1312.5712) grad_norm 346.3295 (229.6040) embed_mse 1292.6240 (1311.4848) mask_bce 0.2444 (0.2448) mask_dice 0.8614 (0.8417) mem 21941MB +[2025-12-25 06:00:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1050/1573] eta 0:07:01 lr 0.000024 time 0.4248 (0.8056) loss 1360.3872 (1312.6490) grad_norm 383.4290 (230.7783) embed_mse 1359.2931 (1311.5626) mask_bce 0.2411 (0.2448) mask_dice 0.8530 (0.8417) mem 21941MB +[2025-12-25 06:00:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1060/1573] eta 0:06:51 lr 0.000024 time 0.4235 (0.8030) loss 1312.2772 (1312.6765) grad_norm 455.5971 (232.4814) embed_mse 1311.2097 (1311.5901) mask_bce 0.2177 (0.2448) mask_dice 0.8499 (0.8417) mem 21941MB +[2025-12-25 06:01:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1070/1573] eta 0:06:46 lr 0.000024 time 0.4215 (0.8084) loss 1320.9781 (1312.5311) grad_norm 336.9700 (233.2671) embed_mse 1319.9187 (1311.4447) mask_bce 0.2085 (0.2446) mask_dice 0.8510 (0.8418) mem 21941MB +[2025-12-25 06:01:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1080/1573] eta 0:06:41 lr 0.000024 time 0.4243 (0.8136) loss 1312.6741 (1312.5000) grad_norm 191.8886 (233.1471) embed_mse 1311.6185 (1311.4138) mask_bce 0.2173 (0.2444) mask_dice 0.8383 (0.8418) mem 21941MB +[2025-12-25 06:01:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1090/1573] eta 0:06:32 lr 0.000024 time 0.4194 (0.8127) loss 1283.2518 (1312.5124) grad_norm 225.9260 (233.0940) embed_mse 1282.1538 (1311.4262) mask_bce 0.2393 (0.2444) mask_dice 0.8586 (0.8418) mem 21941MB +[2025-12-25 06:01:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1100/1573] eta 0:06:24 lr 0.000024 time 0.4287 (0.8123) loss 1343.8368 (1312.6971) grad_norm 185.1627 (232.7441) embed_mse 1342.7089 (1311.6106) mask_bce 0.3078 (0.2447) mask_dice 0.8200 (0.8418) mem 21941MB +[2025-12-25 06:01:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1110/1573] eta 0:06:17 lr 0.000024 time 0.4454 (0.8149) loss 1338.4478 (1312.6723) grad_norm 405.3451 (233.9949) embed_mse 1337.3877 (1311.5857) mask_bce 0.2042 (0.2448) mask_dice 0.8558 (0.8418) mem 21941MB +[2025-12-25 06:01:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1120/1573] eta 0:06:08 lr 0.000024 time 0.4201 (0.8125) loss 1343.6128 (1312.7397) grad_norm 362.3622 (235.6056) embed_mse 1342.5293 (1311.6532) mask_bce 0.2374 (0.2448) mask_dice 0.8461 (0.8418) mem 21941MB +[2025-12-25 06:02:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1130/1573] eta 0:06:01 lr 0.000024 time 0.4252 (0.8171) loss 1315.7731 (1312.8419) grad_norm 359.5509 (236.4846) embed_mse 1314.6876 (1311.7555) mask_bce 0.2229 (0.2446) mask_dice 0.8625 (0.8419) mem 21941MB +[2025-12-25 06:02:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1140/1573] eta 0:05:54 lr 0.000024 time 0.4277 (0.8193) loss 1416.1713 (1312.9910) grad_norm 334.3249 (237.1736) embed_mse 1415.1060 (1311.9046) mask_bce 0.2238 (0.2446) mask_dice 0.8415 (0.8419) mem 21941MB +[2025-12-25 06:02:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1150/1573] eta 0:05:46 lr 0.000024 time 0.4216 (0.8193) loss 1348.2272 (1312.9456) grad_norm 392.2238 (238.2579) embed_mse 1347.1147 (1311.8592) mask_bce 0.2731 (0.2445) mask_dice 0.8392 (0.8419) mem 21941MB +[2025-12-25 06:02:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1160/1573] eta 0:05:39 lr 0.000023 time 0.4216 (0.8230) loss 1351.4082 (1312.9651) grad_norm 222.8090 (238.2401) embed_mse 1350.3451 (1311.8787) mask_bce 0.2018 (0.2444) mask_dice 0.8613 (0.8419) mem 21941MB +[2025-12-25 06:02:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1170/1573] eta 0:05:31 lr 0.000023 time 0.4446 (0.8214) loss 1268.3075 (1312.8858) grad_norm 239.4924 (238.2487) embed_mse 1267.2167 (1311.7994) mask_bce 0.2679 (0.2444) mask_dice 0.8228 (0.8419) mem 21941MB +[2025-12-25 06:02:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1180/1573] eta 0:05:23 lr 0.000023 time 0.4206 (0.8231) loss 1440.5132 (1312.7811) grad_norm 214.0383 (238.0840) embed_mse 1439.4387 (1311.6948) mask_bce 0.2250 (0.2444) mask_dice 0.8495 (0.8419) mem 21941MB +[2025-12-25 06:03:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1190/1573] eta 0:05:15 lr 0.000023 time 0.4225 (0.8228) loss 1290.7365 (1312.8057) grad_norm 274.0096 (238.3267) embed_mse 1289.6694 (1311.7194) mask_bce 0.2421 (0.2444) mask_dice 0.8250 (0.8419) mem 21941MB +[2025-12-25 06:03:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1200/1573] eta 0:05:05 lr 0.000023 time 0.4224 (0.8195) loss 1343.7052 (1312.8523) grad_norm 241.3248 (238.2717) embed_mse 1342.6033 (1311.7661) mask_bce 0.2564 (0.2443) mask_dice 0.8455 (0.8419) mem 21941MB +[2025-12-25 06:03:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1210/1573] eta 0:04:57 lr 0.000023 time 0.4259 (0.8195) loss 1264.6898 (1312.8314) grad_norm 257.2183 (238.3971) embed_mse 1263.5347 (1311.7451) mask_bce 0.2818 (0.2443) mask_dice 0.8732 (0.8420) mem 21941MB +[2025-12-25 06:03:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1220/1573] eta 0:04:50 lr 0.000023 time 1.3662 (0.8228) loss 1332.5492 (1312.5521) grad_norm 328.6124 (238.9907) embed_mse 1331.4775 (1311.4659) mask_bce 0.2409 (0.2442) mask_dice 0.8308 (0.8420) mem 21941MB +[2025-12-25 06:03:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1230/1573] eta 0:04:43 lr 0.000023 time 0.4173 (0.8262) loss 1247.3838 (1312.5332) grad_norm 237.8125 (238.9830) embed_mse 1246.3354 (1311.4471) mask_bce 0.2117 (0.2441) mask_dice 0.8366 (0.8420) mem 21941MB +[2025-12-25 06:03:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1240/1573] eta 0:04:34 lr 0.000023 time 0.4161 (0.8231) loss 1268.9341 (1312.5368) grad_norm 405.1001 (239.7473) embed_mse 1267.8208 (1311.4505) mask_bce 0.2949 (0.2443) mask_dice 0.8183 (0.8420) mem 21941MB +[2025-12-25 06:03:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1250/1573] eta 0:04:25 lr 0.000023 time 0.4190 (0.8216) loss 1289.6484 (1312.2668) grad_norm 209.7647 (239.5551) embed_mse 1288.5684 (1311.1805) mask_bce 0.2052 (0.2443) mask_dice 0.8749 (0.8420) mem 21941MB +[2025-12-25 06:04:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1260/1573] eta 0:04:17 lr 0.000023 time 0.4255 (0.8235) loss 1308.0199 (1312.2208) grad_norm 239.1404 (239.5525) embed_mse 1306.9592 (1311.1346) mask_bce 0.2228 (0.2442) mask_dice 0.8379 (0.8420) mem 21941MB +[2025-12-25 06:04:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1270/1573] eta 0:04:10 lr 0.000023 time 0.4186 (0.8261) loss 1355.6614 (1312.0817) grad_norm 240.7604 (239.5602) embed_mse 1354.5522 (1310.9955) mask_bce 0.2837 (0.2443) mask_dice 0.8254 (0.8419) mem 21941MB +[2025-12-25 06:04:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1280/1573] eta 0:04:02 lr 0.000023 time 0.4195 (0.8269) loss 1286.3645 (1312.2513) grad_norm 248.4475 (240.0302) embed_mse 1285.1925 (1311.1649) mask_bce 0.3249 (0.2445) mask_dice 0.8471 (0.8419) mem 21941MB +[2025-12-25 06:04:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1290/1573] eta 0:03:55 lr 0.000023 time 0.4423 (0.8324) loss 1335.4851 (1312.3141) grad_norm 196.5162 (239.7599) embed_mse 1334.3921 (1311.2277) mask_bce 0.2677 (0.2446) mask_dice 0.8253 (0.8419) mem 21941MB +[2025-12-25 06:04:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1300/1573] eta 0:03:46 lr 0.000023 time 0.4235 (0.8304) loss 1353.6947 (1312.2827) grad_norm 190.0984 (239.4534) embed_mse 1352.6229 (1311.1961) mask_bce 0.2258 (0.2446) mask_dice 0.8459 (0.8419) mem 21941MB +[2025-12-25 06:04:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1310/1573] eta 0:03:38 lr 0.000023 time 0.4157 (0.8313) loss 1279.9351 (1312.0866) grad_norm 307.9488 (239.8736) embed_mse 1278.8584 (1311.0001) mask_bce 0.2625 (0.2447) mask_dice 0.8143 (0.8419) mem 21941MB +[2025-12-25 06:05:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1320/1573] eta 0:03:30 lr 0.000023 time 0.4191 (0.8313) loss 1254.3856 (1312.0633) grad_norm 228.9819 (239.4373) embed_mse 1253.3221 (1310.9768) mask_bce 0.2330 (0.2446) mask_dice 0.8305 (0.8419) mem 21941MB +[2025-12-25 06:05:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1330/1573] eta 0:03:21 lr 0.000023 time 0.4166 (0.8301) loss 1340.1292 (1312.0496) grad_norm 215.5737 (239.2936) embed_mse 1339.0448 (1310.9631) mask_bce 0.2397 (0.2446) mask_dice 0.8447 (0.8420) mem 21941MB +[2025-12-25 06:05:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1340/1573] eta 0:03:13 lr 0.000023 time 0.4223 (0.8320) loss 1306.2877 (1312.1335) grad_norm 190.1733 (238.9995) embed_mse 1305.2147 (1311.0470) mask_bce 0.2239 (0.2445) mask_dice 0.8492 (0.8420) mem 21941MB +[2025-12-25 06:05:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1350/1573] eta 0:03:05 lr 0.000023 time 0.4209 (0.8310) loss 1323.8835 (1312.1518) grad_norm 255.2160 (239.0960) embed_mse 1322.7050 (1311.0653) mask_bce 0.3389 (0.2446) mask_dice 0.8397 (0.8419) mem 21941MB +[2025-12-25 06:05:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1360/1573] eta 0:02:57 lr 0.000023 time 0.4309 (0.8338) loss 1233.5684 (1312.2023) grad_norm 189.2665 (238.4351) embed_mse 1232.5083 (1311.1157) mask_bce 0.2158 (0.2446) mask_dice 0.8442 (0.8419) mem 21941MB +[2025-12-25 06:05:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1370/1573] eta 0:02:48 lr 0.000023 time 0.4196 (0.8322) loss 1314.3177 (1312.2150) grad_norm 169.7361 (238.0333) embed_mse 1313.2168 (1311.1284) mask_bce 0.2836 (0.2447) mask_dice 0.8173 (0.8419) mem 21941MB +[2025-12-25 06:05:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1380/1573] eta 0:02:40 lr 0.000023 time 0.4239 (0.8302) loss 1286.8062 (1312.2623) grad_norm 306.7163 (238.4326) embed_mse 1285.7017 (1311.1756) mask_bce 0.2725 (0.2448) mask_dice 0.8319 (0.8419) mem 21941MB +[2025-12-25 06:05:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1390/1573] eta 0:02:32 lr 0.000023 time 0.4208 (0.8308) loss 1380.1709 (1312.4945) grad_norm 230.2436 (238.3853) embed_mse 1379.0594 (1311.4078) mask_bce 0.2457 (0.2448) mask_dice 0.8658 (0.8419) mem 21941MB +[2025-12-25 06:06:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1400/1573] eta 0:02:24 lr 0.000023 time 0.4234 (0.8345) loss 1298.2439 (1312.3679) grad_norm 302.4274 (238.9359) embed_mse 1297.1604 (1311.2813) mask_bce 0.2464 (0.2447) mask_dice 0.8370 (0.8419) mem 21941MB +[2025-12-25 06:06:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1410/1573] eta 0:02:15 lr 0.000023 time 0.4214 (0.8323) loss 1367.2612 (1312.3533) grad_norm 228.1956 (238.8749) embed_mse 1366.1456 (1311.2667) mask_bce 0.2923 (0.2447) mask_dice 0.8233 (0.8419) mem 21941MB +[2025-12-25 06:06:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1420/1573] eta 0:02:07 lr 0.000023 time 0.4229 (0.8356) loss 1349.7487 (1312.3871) grad_norm 326.2764 (239.3687) embed_mse 1348.6666 (1311.3004) mask_bce 0.2183 (0.2447) mask_dice 0.8638 (0.8420) mem 21941MB +[2025-12-25 06:06:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1430/1573] eta 0:01:59 lr 0.000023 time 0.4222 (0.8357) loss 1309.2327 (1312.3240) grad_norm 376.3732 (240.1384) embed_mse 1308.1567 (1311.2373) mask_bce 0.2317 (0.2448) mask_dice 0.8442 (0.8419) mem 21941MB +[2025-12-25 06:06:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1440/1573] eta 0:01:51 lr 0.000023 time 4.5166 (0.8356) loss 1379.2394 (1312.3089) grad_norm 238.1065 (240.1782) embed_mse 1378.1564 (1311.2223) mask_bce 0.2130 (0.2446) mask_dice 0.8700 (0.8419) mem 21941MB +[2025-12-25 06:06:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1450/1573] eta 0:01:42 lr 0.000023 time 0.4250 (0.8355) loss 1327.2012 (1312.3751) grad_norm 215.9253 (240.0443) embed_mse 1326.1210 (1311.2885) mask_bce 0.2187 (0.2445) mask_dice 0.8616 (0.8420) mem 21941MB +[2025-12-25 06:07:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1460/1573] eta 0:01:34 lr 0.000023 time 0.4208 (0.8357) loss 1351.3898 (1312.4789) grad_norm 223.8540 (239.9553) embed_mse 1350.3274 (1311.3924) mask_bce 0.2181 (0.2445) mask_dice 0.8442 (0.8420) mem 21941MB +[2025-12-25 06:07:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1470/1573] eta 0:01:26 lr 0.000023 time 0.4253 (0.8382) loss 1331.6477 (1312.4634) grad_norm 230.9700 (239.9062) embed_mse 1330.5676 (1311.3768) mask_bce 0.2339 (0.2446) mask_dice 0.8462 (0.8419) mem 21941MB +[2025-12-25 06:07:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1480/1573] eta 0:01:18 lr 0.000023 time 0.9707 (0.8404) loss 1288.8123 (1312.4446) grad_norm 178.3978 (239.6422) embed_mse 1287.7271 (1311.3581) mask_bce 0.2394 (0.2446) mask_dice 0.8458 (0.8419) mem 21941MB +[2025-12-25 06:07:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1490/1573] eta 0:01:09 lr 0.000023 time 0.4267 (0.8413) loss 1276.7976 (1312.3681) grad_norm 259.7369 (239.7503) embed_mse 1275.6670 (1311.2814) mask_bce 0.3199 (0.2449) mask_dice 0.8108 (0.8419) mem 21941MB +[2025-12-25 06:07:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1500/1573] eta 0:01:01 lr 0.000023 time 0.4241 (0.8443) loss 1286.0758 (1312.2571) grad_norm 336.8129 (240.2693) embed_mse 1284.9720 (1311.1704) mask_bce 0.2803 (0.2449) mask_dice 0.8233 (0.8418) mem 21941MB +[2025-12-25 06:07:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1510/1573] eta 0:00:53 lr 0.000023 time 0.4254 (0.8435) loss 1353.9827 (1312.2924) grad_norm 199.3747 (240.0518) embed_mse 1352.9016 (1311.2057) mask_bce 0.2285 (0.2449) mask_dice 0.8525 (0.8418) mem 21941MB +[2025-12-25 06:08:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1520/1573] eta 0:00:44 lr 0.000023 time 1.3525 (0.8427) loss 1285.5146 (1312.2291) grad_norm 228.4186 (240.1632) embed_mse 1284.4653 (1311.1424) mask_bce 0.1915 (0.2449) mask_dice 0.8580 (0.8418) mem 21941MB +[2025-12-25 06:08:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1530/1573] eta 0:00:36 lr 0.000023 time 0.4173 (0.8438) loss 1369.6484 (1312.3440) grad_norm 226.0275 (240.0892) embed_mse 1368.5366 (1311.2574) mask_bce 0.2847 (0.2448) mask_dice 0.8272 (0.8418) mem 21941MB +[2025-12-25 06:08:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1540/1573] eta 0:00:27 lr 0.000023 time 0.4183 (0.8472) loss 1316.9098 (1312.4363) grad_norm 270.5925 (240.2480) embed_mse 1315.8279 (1311.3496) mask_bce 0.2439 (0.2448) mask_dice 0.8380 (0.8418) mem 21941MB +[2025-12-25 06:08:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1550/1573] eta 0:00:19 lr 0.000023 time 0.4191 (0.8453) loss 1253.3605 (1312.4748) grad_norm 178.7030 (239.9292) embed_mse 1252.2965 (1311.3881) mask_bce 0.2439 (0.2448) mask_dice 0.8201 (0.8419) mem 21941MB +[2025-12-25 06:08:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1560/1573] eta 0:00:11 lr 0.000023 time 0.4241 (0.8471) loss 1273.7104 (1312.3691) grad_norm 188.8482 (239.3479) embed_mse 1272.6443 (1311.2825) mask_bce 0.2281 (0.2448) mask_dice 0.8380 (0.8418) mem 21941MB +[2025-12-25 06:08:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1570/1573] eta 0:00:02 lr 0.000023 time 0.4413 (0.8460) loss 1336.3760 (1312.2800) grad_norm 288.9799 (239.6012) embed_mse 1335.2979 (1311.1932) mask_bce 0.2369 (0.2449) mask_dice 0.8412 (0.8418) mem 21941MB +[2025-12-25 06:08:54 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 15 training takes 0:22:10 +[2025-12-25 06:09:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][0/1573] eta 4:54:39 lr 0.000023 time 11.2394 (11.2394) loss 1306.0461 (1306.0461) grad_norm 0.0000 (0.0000) embed_mse 1304.9930 (1304.9930) mask_bce 0.2124 (0.2124) mask_dice 0.8406 (0.8406) mem 21941MB +[2025-12-25 06:09:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][10/1573] eta 0:37:00 lr 0.000023 time 0.4314 (1.4205) loss 1318.2837 (1305.4535) grad_norm 302.0310 (302.0310) embed_mse 1317.2018 (1304.3671) mask_bce 0.2279 (0.2461) mask_dice 0.8540 (0.8404) mem 21941MB +[2025-12-25 06:09:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][20/1573] eta 0:28:25 lr 0.000023 time 0.4301 (1.0981) loss 1306.7185 (1309.7482) grad_norm 217.1234 (259.5772) embed_mse 1305.6322 (1308.6645) mask_bce 0.2620 (0.2394) mask_dice 0.8242 (0.8443) mem 21941MB +[2025-12-25 06:09:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][30/1573] eta 0:26:42 lr 0.000023 time 0.4240 (1.0386) loss 1250.0824 (1307.1532) grad_norm 225.4808 (248.2117) embed_mse 1249.0347 (1306.0704) mask_bce 0.1973 (0.2386) mask_dice 0.8505 (0.8441) mem 21941MB +[2025-12-25 06:09:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][40/1573] eta 0:24:51 lr 0.000023 time 1.3920 (0.9729) loss 1331.8495 (1311.0743) grad_norm 218.7970 (250.9346) embed_mse 1330.7921 (1309.9889) mask_bce 0.1999 (0.2416) mask_dice 0.8575 (0.8438) mem 21941MB +[2025-12-25 06:09:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][50/1573] eta 0:22:32 lr 0.000023 time 0.4603 (0.8880) loss 1310.2014 (1311.8897) grad_norm 179.3818 (239.0091) embed_mse 1309.1265 (1310.8054) mask_bce 0.2312 (0.2405) mask_dice 0.8437 (0.8439) mem 21941MB +[2025-12-25 06:09:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][60/1573] eta 0:22:09 lr 0.000023 time 0.4575 (0.8785) loss 1315.8715 (1313.5994) grad_norm 195.0063 (232.7230) embed_mse 1314.8115 (1312.5142) mask_bce 0.2055 (0.2412) mask_dice 0.8543 (0.8440) mem 21941MB +[2025-12-25 06:09:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][70/1573] eta 0:22:31 lr 0.000023 time 3.2206 (0.8994) loss 1305.0856 (1310.2744) grad_norm 314.5137 (242.9469) embed_mse 1303.9486 (1309.1885) mask_bce 0.2730 (0.2414) mask_dice 0.8639 (0.8445) mem 21941MB +[2025-12-25 06:10:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][80/1573] eta 0:23:06 lr 0.000023 time 0.4283 (0.9284) loss 1306.8080 (1310.3460) grad_norm 209.0677 (245.9911) embed_mse 1305.6917 (1309.2597) mask_bce 0.2996 (0.2427) mask_dice 0.8168 (0.8437) mem 21941MB +[2025-12-25 06:10:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][90/1573] eta 0:21:35 lr 0.000023 time 0.4229 (0.8733) loss 1310.8898 (1310.2047) grad_norm 176.2379 (239.6499) embed_mse 1309.7972 (1309.1179) mask_bce 0.2674 (0.2434) mask_dice 0.8251 (0.8434) mem 21941MB +[2025-12-25 06:10:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][100/1573] eta 0:21:25 lr 0.000023 time 0.4215 (0.8729) loss 1269.0544 (1309.1052) grad_norm 198.7081 (236.2381) embed_mse 1267.9663 (1308.0191) mask_bce 0.2486 (0.2427) mask_dice 0.8396 (0.8435) mem 21941MB +[2025-12-25 06:10:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][110/1573] eta 0:22:00 lr 0.000023 time 3.9850 (0.9027) loss 1267.7997 (1309.1474) grad_norm 190.0903 (232.6882) embed_mse 1266.7389 (1308.0605) mask_bce 0.2003 (0.2427) mask_dice 0.8604 (0.8443) mem 21941MB +[2025-12-25 06:10:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][120/1573] eta 0:20:54 lr 0.000023 time 0.4547 (0.8634) loss 1350.3782 (1309.7187) grad_norm 338.7605 (243.6592) embed_mse 1349.3030 (1308.6324) mask_bce 0.2205 (0.2416) mask_dice 0.8547 (0.8446) mem 21941MB +[2025-12-25 06:10:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][130/1573] eta 0:21:19 lr 0.000023 time 0.4221 (0.8870) loss 1280.7352 (1310.8695) grad_norm 199.1670 (240.8785) embed_mse 1279.6920 (1309.7825) mask_bce 0.1816 (0.2422) mask_dice 0.8617 (0.8447) mem 21941MB +[2025-12-25 06:10:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][140/1573] eta 0:21:13 lr 0.000023 time 0.4327 (0.8888) loss 1377.3002 (1310.4818) grad_norm 238.0840 (240.7141) embed_mse 1376.2026 (1309.3952) mask_bce 0.2769 (0.2422) mask_dice 0.8206 (0.8443) mem 21941MB +[2025-12-25 06:11:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][150/1573] eta 0:20:36 lr 0.000023 time 0.7906 (0.8688) loss 1292.9436 (1311.0923) grad_norm 252.4672 (241.3670) embed_mse 1291.8732 (1310.0058) mask_bce 0.2131 (0.2421) mask_dice 0.8574 (0.8444) mem 21941MB +[2025-12-25 06:11:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][160/1573] eta 0:20:45 lr 0.000023 time 0.4383 (0.8812) loss 1417.7904 (1311.5607) grad_norm 183.0969 (237.8673) embed_mse 1416.7179 (1310.4742) mask_bce 0.2278 (0.2419) mask_dice 0.8448 (0.8446) mem 21941MB +[2025-12-25 06:11:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][170/1573] eta 0:20:08 lr 0.000023 time 0.4208 (0.8611) loss 1299.7133 (1312.2756) grad_norm 170.7803 (234.6727) embed_mse 1298.6343 (1311.1883) mask_bce 0.2603 (0.2430) mask_dice 0.8188 (0.8442) mem 21941MB +[2025-12-25 06:11:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][180/1573] eta 0:19:37 lr 0.000023 time 0.4285 (0.8451) loss 1197.9386 (1310.8142) grad_norm 173.2306 (231.8798) embed_mse 1196.8381 (1309.7274) mask_bce 0.2538 (0.2426) mask_dice 0.8467 (0.8442) mem 21941MB +[2025-12-25 06:11:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][190/1573] eta 0:19:16 lr 0.000023 time 0.4251 (0.8361) loss 1355.1691 (1310.0316) grad_norm 159.6382 (228.7389) embed_mse 1354.0529 (1308.9449) mask_bce 0.2334 (0.2426) mask_dice 0.8828 (0.8442) mem 21941MB +[2025-12-25 06:11:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][200/1573] eta 0:19:09 lr 0.000022 time 1.0542 (0.8372) loss 1326.0266 (1310.1186) grad_norm 223.9585 (235.7694) embed_mse 1324.9257 (1309.0315) mask_bce 0.2840 (0.2434) mask_dice 0.8169 (0.8437) mem 21941MB +[2025-12-25 06:11:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][210/1573] eta 0:18:42 lr 0.000022 time 0.4215 (0.8239) loss 1341.7123 (1311.1547) grad_norm 288.8709 (237.8118) embed_mse 1340.6270 (1310.0675) mask_bce 0.2358 (0.2433) mask_dice 0.8496 (0.8438) mem 21941MB +[2025-12-25 06:11:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][220/1573] eta 0:18:55 lr 0.000022 time 0.4248 (0.8396) loss 1308.1212 (1311.3465) grad_norm 168.7485 (235.2539) embed_mse 1307.0406 (1310.2589) mask_bce 0.2440 (0.2442) mask_dice 0.8365 (0.8434) mem 21941MB +[2025-12-25 06:12:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][230/1573] eta 0:18:39 lr 0.000022 time 0.4224 (0.8339) loss 1393.8042 (1312.2173) grad_norm 219.2033 (234.6807) embed_mse 1392.7000 (1311.1295) mask_bce 0.2502 (0.2444) mask_dice 0.8540 (0.8433) mem 21941MB +[2025-12-25 06:12:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][240/1573] eta 0:18:26 lr 0.000022 time 1.9147 (0.8303) loss 1318.7098 (1312.9445) grad_norm 200.1609 (235.1653) embed_mse 1317.6396 (1311.8570) mask_bce 0.2069 (0.2444) mask_dice 0.8633 (0.8431) mem 21941MB +[2025-12-25 06:12:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][250/1573] eta 0:17:58 lr 0.000022 time 0.4439 (0.8150) loss 1337.2061 (1313.2411) grad_norm 173.8455 (233.1872) embed_mse 1336.1420 (1312.1538) mask_bce 0.2198 (0.2443) mask_dice 0.8444 (0.8430) mem 21941MB +[2025-12-25 06:12:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][260/1573] eta 0:17:52 lr 0.000022 time 0.4178 (0.8170) loss 1302.7893 (1314.0620) grad_norm 266.6080 (234.2316) embed_mse 1301.6982 (1312.9746) mask_bce 0.2594 (0.2445) mask_dice 0.8317 (0.8428) mem 21941MB +[2025-12-25 06:12:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][270/1573] eta 0:17:49 lr 0.000022 time 2.7203 (0.8208) loss 1343.5474 (1313.7803) grad_norm 201.6947 (233.2457) embed_mse 1342.4747 (1312.6933) mask_bce 0.2286 (0.2444) mask_dice 0.8440 (0.8427) mem 21941MB +[2025-12-25 06:12:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO 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loss 1345.4335 (1315.2568) grad_norm 218.7058 (231.1868) embed_mse 1344.3752 (1314.1711) mask_bce 0.1926 (0.2423) mask_dice 0.8657 (0.8434) mem 21941MB +[2025-12-25 06:13:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][320/1573] eta 0:17:15 lr 0.000022 time 0.4184 (0.8267) loss 1298.3545 (1315.4036) grad_norm 157.2764 (227.9620) embed_mse 1297.2791 (1314.3181) mask_bce 0.2347 (0.2419) mask_dice 0.8407 (0.8435) mem 21941MB +[2025-12-25 06:13:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][330/1573] eta 0:17:04 lr 0.000022 time 0.4241 (0.8243) loss 1313.2622 (1315.6330) grad_norm 180.5414 (226.8053) embed_mse 1312.1674 (1314.5477) mask_bce 0.2336 (0.2419) mask_dice 0.8613 (0.8435) mem 21941MB +[2025-12-25 06:13:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][340/1573] eta 0:17:08 lr 0.000022 time 0.4183 (0.8340) loss 1284.1102 (1315.2107) grad_norm 254.3927 (227.4622) embed_mse 1283.0197 (1314.1254) mask_bce 0.2328 (0.2417) mask_dice 0.8578 (0.8436) mem 21941MB +[2025-12-25 06:13:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][350/1573] eta 0:17:01 lr 0.000022 time 0.4304 (0.8355) loss 1291.5369 (1315.2462) grad_norm 257.6278 (228.1637) embed_mse 1290.4205 (1314.1611) mask_bce 0.2774 (0.2415) mask_dice 0.8390 (0.8436) mem 21941MB +[2025-12-25 06:13:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][360/1573] eta 0:16:50 lr 0.000022 time 0.4240 (0.8330) loss 1330.3287 (1315.7690) grad_norm 245.4263 (227.7765) embed_mse 1329.1814 (1314.6840) mask_bce 0.3231 (0.2414) mask_dice 0.8242 (0.8436) mem 21941MB +[2025-12-25 06:14:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][370/1573] eta 0:16:56 lr 0.000022 time 0.4200 (0.8449) loss 1318.8649 (1315.1889) grad_norm 205.5279 (227.2928) embed_mse 1317.7726 (1314.1043) mask_bce 0.2670 (0.2412) mask_dice 0.8254 (0.8434) mem 21941MB +[2025-12-25 06:14:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][380/1573] eta 0:16:47 lr 0.000022 time 0.4231 (0.8449) loss 1266.5577 (1315.2558) grad_norm 193.2881 (226.5693) embed_mse 1265.4967 (1314.1714) mask_bce 0.2282 (0.2409) mask_dice 0.8328 (0.8434) mem 21941MB +[2025-12-25 06:14:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][390/1573] eta 0:16:32 lr 0.000022 time 0.4248 (0.8390) loss 1325.8906 (1315.6674) grad_norm 193.4847 (225.8801) embed_mse 1324.8082 (1314.5831) mask_bce 0.2513 (0.2407) mask_dice 0.8311 (0.8436) mem 21941MB +[2025-12-25 06:14:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][400/1573] eta 0:16:41 lr 0.000022 time 0.4223 (0.8534) loss 1302.0378 (1314.6556) grad_norm 319.5067 (227.2814) embed_mse 1300.9861 (1313.5716) mask_bce 0.1910 (0.2406) mask_dice 0.8607 (0.8434) mem 21941MB +[2025-12-25 06:14:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][410/1573] eta 0:16:42 lr 0.000022 time 0.4233 (0.8620) loss 1298.3558 (1314.8293) grad_norm 207.5437 (226.8944) embed_mse 1297.3086 (1313.7454) mask_bce 0.1796 (0.2404) mask_dice 0.8676 (0.8435) mem 21941MB +[2025-12-25 06:14:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][420/1573] eta 0:16:29 lr 0.000022 time 0.4197 (0.8579) loss 1366.9764 (1314.5147) grad_norm 296.7087 (228.2370) embed_mse 1365.8817 (1313.4310) mask_bce 0.2303 (0.2403) mask_dice 0.8645 (0.8434) mem 21941MB +[2025-12-25 06:15:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][430/1573] eta 0:16:24 lr 0.000022 time 0.4235 (0.8617) loss 1375.8109 (1314.2910) grad_norm 213.9701 (227.9678) embed_mse 1374.7056 (1313.2071) mask_bce 0.2826 (0.2405) mask_dice 0.8228 (0.8433) mem 21941MB +[2025-12-25 06:15:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][440/1573] eta 0:16:36 lr 0.000022 time 0.4871 (0.8800) loss 1354.0414 (1313.8958) grad_norm 177.9169 (226.6718) embed_mse 1352.9396 (1312.8120) mask_bce 0.2655 (0.2409) mask_dice 0.8363 (0.8430) mem 21941MB +[2025-12-25 06:15:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][450/1573] eta 0:16:16 lr 0.000022 time 0.4206 (0.8699) loss 1298.9420 (1313.4766) grad_norm 278.6678 (227.6003) embed_mse 1297.8198 (1312.3924) mask_bce 0.3031 (0.2412) mask_dice 0.8191 (0.8430) mem 21941MB +[2025-12-25 06:15:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][460/1573] eta 0:15:58 lr 0.000022 time 0.4257 (0.8614) loss 1299.2603 (1313.4499) grad_norm 189.2263 (226.9271) embed_mse 1298.1580 (1312.3654) mask_bce 0.2339 (0.2415) mask_dice 0.8684 (0.8430) mem 21941MB +[2025-12-25 06:15:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][470/1573] eta 0:15:46 lr 0.000022 time 0.4292 (0.8583) loss 1304.6653 (1313.3563) 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06:16:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][540/1573] eta 0:14:42 lr 0.000022 time 0.4336 (0.8547) loss 1170.8539 (1312.0517) grad_norm 193.3080 (227.2910) embed_mse 1169.7789 (1310.9664) mask_bce 0.2017 (0.2420) mask_dice 0.8733 (0.8432) mem 21941MB +[2025-12-25 06:16:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][550/1573] eta 0:14:36 lr 0.000022 time 0.4215 (0.8571) loss 1287.6602 (1312.0848) grad_norm 195.6459 (226.8256) embed_mse 1286.5720 (1310.9990) mask_bce 0.2539 (0.2426) mask_dice 0.8342 (0.8432) mem 21941MB +[2025-12-25 06:16:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][560/1573] eta 0:14:33 lr 0.000022 time 0.4380 (0.8619) loss 1281.0071 (1312.1746) grad_norm 169.4473 (225.2876) embed_mse 1279.9065 (1311.0889) mask_bce 0.2719 (0.2424) mask_dice 0.8286 (0.8434) mem 21941MB +[2025-12-25 06:17:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][570/1573] eta 0:14:18 lr 0.000022 time 0.4215 (0.8564) loss 1293.7938 (1311.7578) grad_norm 158.5931 (224.3483) embed_mse 1292.7234 (1310.6721) mask_bce 0.2038 (0.2423) mask_dice 0.8667 (0.8435) mem 21941MB +[2025-12-25 06:17:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][580/1573] eta 0:14:13 lr 0.000022 time 0.4390 (0.8591) loss 1298.2483 (1311.7246) grad_norm 176.1902 (223.6794) embed_mse 1297.0988 (1310.6386) mask_bce 0.3107 (0.2427) mask_dice 0.8389 (0.8433) mem 21941MB +[2025-12-25 06:17:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][590/1573] eta 0:14:14 lr 0.000022 time 10.4289 (0.8689) loss 1388.5350 (1311.8473) grad_norm 199.8922 (223.3536) embed_mse 1387.4214 (1310.7612) mask_bce 0.2672 (0.2428) mask_dice 0.8464 (0.8432) mem 21941MB +[2025-12-25 06:17:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][600/1573] eta 0:13:58 lr 0.000022 time 0.4224 (0.8615) loss 1384.6648 (1311.9258) grad_norm 241.3157 (223.0906) embed_mse 1383.5542 (1310.8397) mask_bce 0.2897 (0.2429) mask_dice 0.8209 (0.8432) mem 21941MB +[2025-12-25 06:17:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][610/1573] eta 0:13:44 lr 0.000022 time 0.4259 (0.8565) loss 1216.6981 (1311.8734) grad_norm 173.8535 (222.4428) embed_mse 1215.6547 (1310.7872) mask_bce 0.1878 (0.2431) mask_dice 0.8557 (0.8431) mem 21941MB +[2025-12-25 06:17:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][620/1573] eta 0:13:38 lr 0.000022 time 1.9044 (0.8589) loss 1317.3887 (1311.7557) grad_norm 265.4951 (223.0019) embed_mse 1316.3177 (1310.6695) mask_bce 0.2197 (0.2431) mask_dice 0.8512 (0.8431) mem 21941MB +[2025-12-25 06:18:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][630/1573] eta 0:13:38 lr 0.000022 time 0.4247 (0.8676) loss 1318.3470 (1311.7399) grad_norm 237.3250 (223.1855) 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0.8640 (0.8433) mem 21941MB +[2025-12-25 06:18:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][670/1573] eta 0:13:04 lr 0.000022 time 0.4447 (0.8682) loss 1297.2911 (1312.1351) grad_norm 214.4128 (223.6509) embed_mse 1296.2202 (1311.0493) mask_bce 0.2250 (0.2425) mask_dice 0.8460 (0.8432) mem 21941MB +[2025-12-25 06:18:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][680/1573] eta 0:12:55 lr 0.000022 time 0.4207 (0.8687) loss 1328.5789 (1311.9373) grad_norm 175.2324 (223.5869) embed_mse 1327.4990 (1310.8516) mask_bce 0.2411 (0.2426) mask_dice 0.8386 (0.8431) mem 21941MB +[2025-12-25 06:18:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][690/1573] eta 0:12:48 lr 0.000022 time 0.4279 (0.8706) loss 1338.6986 (1311.8248) grad_norm 185.6807 (223.1461) embed_mse 1337.6313 (1310.7391) mask_bce 0.2381 (0.2425) mask_dice 0.8292 (0.8432) mem 21941MB +[2025-12-25 06:19:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][700/1573] eta 0:12:47 lr 0.000022 time 0.4223 (0.8793) loss 1359.0226 (1311.9165) grad_norm 140.7803 (222.1994) embed_mse 1357.9340 (1310.8310) mask_bce 0.2403 (0.2425) mask_dice 0.8482 (0.8431) mem 21941MB +[2025-12-25 06:19:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][710/1573] eta 0:12:41 lr 0.000022 time 0.4194 (0.8819) loss 1277.0602 (1311.7519) grad_norm 246.3928 (222.4743) embed_mse 1275.9656 (1310.6663) mask_bce 0.2637 (0.2424) mask_dice 0.8310 (0.8431) mem 21941MB +[2025-12-25 06:19:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][720/1573] eta 0:12:33 lr 0.000022 time 0.4242 (0.8829) loss 1290.7974 (1311.6436) grad_norm 223.2237 (223.1153) embed_mse 1289.6696 (1310.5579) mask_bce 0.2946 (0.2425) mask_dice 0.8332 (0.8432) mem 21941MB +[2025-12-25 06:19:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][730/1573] eta 0:12:18 lr 0.000022 time 0.4270 (0.8766) loss 1238.1151 (1311.5441) grad_norm 259.9235 (223.5198) embed_mse 1237.0380 (1310.4584) mask_bce 0.2683 (0.2426) mask_dice 0.8089 (0.8431) mem 21941MB +[2025-12-25 06:19:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][740/1573] eta 0:12:16 lr 0.000022 time 0.8363 (0.8837) loss 1274.2057 (1311.4460) grad_norm 305.7935 (224.4140) embed_mse 1273.1288 (1310.3601) mask_bce 0.2616 (0.2427) mask_dice 0.8153 (0.8431) mem 21941MB +[2025-12-25 06:19:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][750/1573] eta 0:12:08 lr 0.000022 time 0.4200 (0.8855) loss 1262.4865 (1311.4786) grad_norm 158.1228 (223.7012) embed_mse 1261.4043 (1310.3926) mask_bce 0.2445 (0.2428) mask_dice 0.8376 (0.8431) mem 21941MB +[2025-12-25 06:20:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][760/1573] eta 0:12:04 lr 0.000022 time 0.4207 (0.8908) loss 1296.1243 (1311.3921) grad_norm 165.4530 (223.3664) embed_mse 1295.0397 (1310.3058) mask_bce 0.2669 (0.2431) mask_dice 0.8176 (0.8432) mem 21941MB +[2025-12-25 06:20:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][770/1573] eta 0:12:00 lr 0.000022 time 0.4415 (0.8973) loss 1370.5955 (1311.4106) grad_norm 203.3349 (223.1577) embed_mse 1369.4949 (1310.3243) mask_bce 0.2732 (0.2432) mask_dice 0.8274 (0.8431) mem 21941MB +[2025-12-25 06:20:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][780/1573] eta 0:11:54 lr 0.000022 time 0.4226 (0.9010) loss 1396.0233 (1311.4350) grad_norm 315.6746 (224.1115) embed_mse 1394.9412 (1310.3488) mask_bce 0.2407 (0.2432) mask_dice 0.8415 (0.8430) mem 21941MB +[2025-12-25 06:20:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][790/1573] eta 0:11:40 lr 0.000022 time 0.4461 (0.8951) loss 1350.7971 (1311.3267) grad_norm 184.9229 (223.7116) embed_mse 1349.6145 (1310.2401) mask_bce 0.3403 (0.2436) mask_dice 0.8423 (0.8430) mem 21941MB +[2025-12-25 06:20:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][800/1573] eta 0:11:39 lr 0.000022 time 0.4219 (0.9048) loss 1290.1464 (1311.5624) grad_norm 194.8269 (223.1054) embed_mse 1289.0665 (1310.4758) mask_bce 0.2143 (0.2434) mask_dice 0.8656 (0.8431) mem 21941MB +[2025-12-25 06:21:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][810/1573] eta 0:11:28 lr 0.000022 time 0.4391 (0.9027) loss 1329.3938 (1311.6814) grad_norm 262.3225 (223.4937) embed_mse 1328.2985 (1310.5949) mask_bce 0.2597 (0.2435) mask_dice 0.8357 (0.8430) mem 21941MB +[2025-12-25 06:21:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][820/1573] eta 0:11:20 lr 0.000021 time 0.4238 (0.9041) loss 1363.1123 (1311.8011) grad_norm 230.8741 (223.5661) embed_mse 1362.0031 (1310.7148) mask_bce 0.2809 (0.2434) mask_dice 0.8284 (0.8430) mem 21941MB +[2025-12-25 06:21:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][830/1573] eta 0:11:13 lr 0.000021 time 0.4461 (0.9064) loss 1302.2778 (1311.8098) grad_norm 212.0872 (223.4546) embed_mse 1301.2068 (1310.7233) mask_bce 0.2172 (0.2435) mask_dice 0.8538 (0.8429) mem 21941MB +[2025-12-25 06:21:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][840/1573] eta 0:11:02 lr 0.000021 time 0.4293 (0.9041) loss 1327.8524 (1311.6872) grad_norm 251.0719 (223.4300) embed_mse 1326.7740 (1310.6007) mask_bce 0.2388 (0.2436) mask_dice 0.8396 (0.8429) mem 21941MB +[2025-12-25 06:21:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][850/1573] eta 0:10:51 lr 0.000021 time 0.4278 (0.9009) loss 1344.2371 (1311.8022) grad_norm 199.7067 (223.2062) embed_mse 1343.1680 (1310.7158) mask_bce 0.2427 (0.2435) mask_dice 0.8265 (0.8429) mem 21941MB +[2025-12-25 06:21:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][860/1573] eta 0:10:42 lr 0.000021 time 0.4497 (0.9014) loss 1371.9594 (1311.9217) grad_norm 263.3906 (223.5817) embed_mse 1370.8822 (1310.8354) mask_bce 0.2484 (0.2434) mask_dice 0.8287 (0.8429) mem 21941MB +[2025-12-25 06:21:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][870/1573] eta 0:10:31 lr 0.000021 time 0.4238 (0.8985) loss 1270.2499 (1311.9194) grad_norm 181.6039 (223.1930) embed_mse 1269.1575 (1310.8332) mask_bce 0.2650 (0.2434) mask_dice 0.8274 (0.8428) mem 21941MB +[2025-12-25 06:22:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][880/1573] eta 0:10:19 lr 0.000021 time 0.4561 (0.8937) loss 1322.3824 (1311.9999) grad_norm 167.9799 (222.0697) embed_mse 1321.2781 (1310.9136) mask_bce 0.2643 (0.2435) mask_dice 0.8401 (0.8428) mem 21941MB +[2025-12-25 06:22:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][890/1573] eta 0:10:09 lr 0.000021 time 0.4469 (0.8922) loss 1263.0182 (1312.0319) grad_norm 232.3209 (222.1621) embed_mse 1261.9482 (1310.9454) mask_bce 0.2181 (0.2436) mask_dice 0.8520 (0.8428) mem 21941MB +[2025-12-25 06:22:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][900/1573] eta 0:10:00 lr 0.000021 time 3.7958 (0.8925) loss 1312.1979 (1312.0210) grad_norm 213.8072 (222.0875) embed_mse 1311.1388 (1310.9346) mask_bce 0.1974 (0.2435) mask_dice 0.8617 (0.8429) mem 21941MB +[2025-12-25 06:22:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][910/1573] eta 0:09:52 lr 0.000021 time 0.4870 (0.8931) loss 1333.5385 (1312.1378) grad_norm 328.8250 (223.0321) embed_mse 1332.4922 (1311.0513) mask_bce 0.2032 (0.2436) mask_dice 0.8432 (0.8429) mem 21941MB +[2025-12-25 06:22:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][920/1573] eta 0:09:46 lr 0.000021 time 3.0915 (0.8974) loss 1317.5292 (1311.9382) grad_norm 244.7853 (223.4313) embed_mse 1316.4418 (1310.8516) mask_bce 0.2614 (0.2438) mask_dice 0.8260 (0.8428) mem 21941MB +[2025-12-25 06:22:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][930/1573] eta 0:09:34 lr 0.000021 time 0.4238 (0.8937) loss 1346.6027 (1311.6922) grad_norm 258.5932 (223.7344) embed_mse 1345.4900 (1310.6056) mask_bce 0.2854 (0.2438) mask_dice 0.8273 (0.8428) mem 21941MB +[2025-12-25 06:22:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][940/1573] eta 0:09:23 lr 0.000021 time 0.4218 (0.8908) loss 1320.1683 (1311.7007) grad_norm 373.0085 (225.0103) embed_mse 1319.0680 (1310.6142) mask_bce 0.2675 (0.2438) mask_dice 0.8329 (0.8427) mem 21941MB +[2025-12-25 06:23:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][950/1573] eta 0:09:14 lr 0.000021 time 0.4283 (0.8908) loss 1296.6854 (1311.6053) grad_norm 156.7395 (224.4317) embed_mse 1295.6178 (1310.5188) mask_bce 0.2271 (0.2438) mask_dice 0.8405 (0.8428) mem 21941MB +[2025-12-25 06:23:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][960/1573] eta 0:09:07 lr 0.000021 time 6.2882 (0.8925) loss 1320.7407 (1311.8379) grad_norm 274.1585 (224.7455) embed_mse 1319.6537 (1310.7514) mask_bce 0.2415 (0.2437) mask_dice 0.8454 (0.8428) mem 21941MB +[2025-12-25 06:23:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][970/1573] eta 0:08:56 lr 0.000021 time 0.4272 (0.8896) loss 1241.0858 (1311.6263) grad_norm 148.3049 (224.1138) embed_mse 1240.0189 (1310.5397) mask_bce 0.2458 (0.2438) mask_dice 0.8212 (0.8428) mem 21941MB +[2025-12-25 06:23:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][980/1573] eta 0:08:44 lr 0.000021 time 0.4263 (0.8849) loss 1311.2495 (1311.7612) grad_norm 179.7266 (223.7499) embed_mse 1310.1259 (1310.6746) mask_bce 0.3040 (0.2439) mask_dice 0.8196 (0.8427) mem 21941MB +[2025-12-25 06:23:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][990/1573] eta 0:08:35 lr 0.000021 time 0.4208 (0.8846) loss 1303.1792 (1311.7869) grad_norm 197.7430 (223.5385) embed_mse 1302.0825 (1310.7004) mask_bce 0.2502 (0.2438) mask_dice 0.8464 (0.8427) mem 21941MB +[2025-12-25 06:23:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1000/1573] eta 0:08:25 lr 0.000021 time 0.4199 (0.8816) loss 1302.6486 (1311.9381) grad_norm 328.4725 (224.1348) embed_mse 1301.5602 (1310.8516) mask_bce 0.2311 (0.2438) mask_dice 0.8573 (0.8428) mem 21941MB +[2025-12-25 06:23:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1010/1573] eta 0:08:15 lr 0.000021 time 0.4316 (0.8808) loss 1325.3514 (1311.8851) grad_norm 166.1595 (223.6746) embed_mse 1324.2534 (1310.7986) mask_bce 0.2514 (0.2437) mask_dice 0.8467 (0.8428) mem 21941MB +[2025-12-25 06:23:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1020/1573] eta 0:08:05 lr 0.000021 time 0.4178 (0.8780) loss 1267.3318 (1311.6423) grad_norm 292.5876 (224.2172) embed_mse 1266.2289 (1310.5558) mask_bce 0.2520 (0.2437) mask_dice 0.8510 (0.8428) mem 21941MB +[2025-12-25 06:24:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1030/1573] eta 0:07:57 lr 0.000021 time 0.4329 (0.8799) loss 1379.7789 (1311.7758) grad_norm 173.8673 (223.8239) embed_mse 1378.6470 (1310.6893) mask_bce 0.2939 (0.2438) mask_dice 0.8380 (0.8427) mem 21941MB +[2025-12-25 06:24:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1040/1573] eta 0:07:48 lr 0.000021 time 0.4277 (0.8784) loss 1297.8889 (1311.7864) grad_norm 310.2651 (225.0338) embed_mse 1296.8002 (1310.6999) mask_bce 0.2690 (0.2438) mask_dice 0.8196 (0.8428) mem 21941MB +[2025-12-25 06:24:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1050/1573] eta 0:07:38 lr 0.000021 time 0.4271 (0.8775) loss 1313.2433 (1311.8462) grad_norm 197.1741 (224.8211) embed_mse 1312.1833 (1310.7597) mask_bce 0.2024 (0.2437) mask_dice 0.8576 (0.8428) mem 21941MB +[2025-12-25 06:24:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1060/1573] eta 0:07:28 lr 0.000021 time 0.4286 (0.8736) loss 1330.9351 (1311.7056) grad_norm 212.1752 (224.7253) embed_mse 1329.8663 (1310.6192) mask_bce 0.2278 (0.2437) mask_dice 0.8409 (0.8427) mem 21941MB +[2025-12-25 06:24:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1070/1573] eta 0:07:18 lr 0.000021 time 0.4261 (0.8717) loss 1314.1075 (1311.5275) grad_norm 184.9075 (224.4259) embed_mse 1313.0476 (1310.4412) mask_bce 0.2282 (0.2435) mask_dice 0.8318 (0.8427) mem 21941MB +[2025-12-25 06:24:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1080/1573] eta 0:07:08 lr 0.000021 time 0.4317 (0.8687) loss 1358.3458 (1311.6813) grad_norm 213.8466 (224.7735) embed_mse 1357.2622 (1310.5951) mask_bce 0.2455 (0.2435) mask_dice 0.8381 (0.8427) mem 21941MB +[2025-12-25 06:24:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1090/1573] eta 0:07:00 lr 0.000021 time 0.4248 (0.8696) loss 1295.5609 (1311.7041) grad_norm 197.8458 (224.5756) embed_mse 1294.4546 (1310.6178) mask_bce 0.2711 (0.2435) mask_dice 0.8353 (0.8428) mem 21941MB +[2025-12-25 06:24:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1100/1573] eta 0:06:50 lr 0.000021 time 0.4440 (0.8686) loss 1352.3890 (1311.8251) grad_norm 445.7086 (226.1897) embed_mse 1351.3051 (1310.7387) mask_bce 0.2523 (0.2437) mask_dice 0.8317 (0.8427) mem 21941MB +[2025-12-25 06:24:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1110/1573] eta 0:06:41 lr 0.000021 time 0.4604 (0.8672) loss 1333.9636 (1311.9892) grad_norm 204.6692 (226.0337) embed_mse 1332.8809 (1310.9028) mask_bce 0.2575 (0.2436) mask_dice 0.8252 (0.8427) mem 21941MB +[2025-12-25 06:25:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1120/1573] eta 0:06:31 lr 0.000021 time 0.4626 (0.8640) loss 1293.3225 (1311.9495) grad_norm 181.5058 (225.8740) embed_mse 1292.2466 (1310.8632) mask_bce 0.2254 (0.2436) mask_dice 0.8506 (0.8427) mem 21941MB +[2025-12-25 06:25:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1130/1573] eta 0:06:22 lr 0.000021 time 0.4574 (0.8628) loss 1344.4767 (1311.9102) grad_norm 400.9516 (227.1157) embed_mse 1343.3646 (1310.8239) mask_bce 0.2394 (0.2436) mask_dice 0.8727 (0.8427) mem 21941MB +[2025-12-25 06:25:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1140/1573] eta 0:06:12 lr 0.000021 time 0.4700 (0.8597) loss 1280.0079 (1312.0653) grad_norm 254.0761 (227.3056) embed_mse 1278.9487 (1310.9790) mask_bce 0.2053 (0.2435) mask_dice 0.8539 (0.8428) mem 21941MB +[2025-12-25 06:25:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1150/1573] eta 0:06:02 lr 0.000021 time 1.1294 (0.8568) loss 1264.2737 (1312.1209) grad_norm 165.1729 (226.8711) embed_mse 1263.1523 (1311.0347) mask_bce 0.2739 (0.2435) mask_dice 0.8474 (0.8428) mem 21941MB +[2025-12-25 06:25:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1160/1573] eta 0:05:56 lr 0.000021 time 0.4305 (0.8622) loss 1321.1483 (1312.1667) grad_norm 242.6801 (226.9308) embed_mse 1320.0486 (1311.0804) mask_bce 0.2703 (0.2435) mask_dice 0.8295 (0.8427) mem 21941MB +[2025-12-25 06:25:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1170/1573] eta 0:05:45 lr 0.000021 time 0.4237 (0.8585) loss 1336.5583 (1312.3083) grad_norm 331.9359 (227.6500) embed_mse 1335.4434 (1311.2219) mask_bce 0.2634 (0.2436) mask_dice 0.8515 (0.8427) mem 21941MB +[2025-12-25 06:25:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1180/1573] eta 0:05:35 lr 0.000021 time 0.4239 (0.8549) loss 1212.4935 (1312.1457) grad_norm 244.8016 (227.7667) embed_mse 1211.4177 (1311.0595) mask_bce 0.1645 (0.2435) mask_dice 0.9112 (0.8428) mem 21941MB +[2025-12-25 06:25:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1190/1573] eta 0:05:28 lr 0.000021 time 0.4408 (0.8564) loss 1298.0863 (1312.2637) grad_norm 222.6485 (227.7321) embed_mse 1297.0222 (1311.1775) mask_bce 0.2152 (0.2434) mask_dice 0.8489 (0.8428) mem 21941MB +[2025-12-25 06:25:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1200/1573] eta 0:05:18 lr 0.000021 time 0.4189 (0.8529) loss 1305.1044 (1312.0935) grad_norm 142.5454 (226.8098) embed_mse 1304.0228 (1311.0073) mask_bce 0.2235 (0.2435) mask_dice 0.8580 (0.8428) mem 21941MB +[2025-12-25 06:26:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1210/1573] eta 0:05:10 lr 0.000021 time 0.4307 (0.8550) loss 1321.9987 (1312.1293) grad_norm 224.2815 (226.7931) embed_mse 1320.9354 (1311.0430) mask_bce 0.1871 (0.2435) mask_dice 0.8761 (0.8428) mem 21941MB +[2025-12-25 06:26:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1220/1573] eta 0:05:00 lr 0.000021 time 0.4221 (0.8515) loss 1249.2010 (1312.1138) grad_norm 365.1559 (227.7034) embed_mse 1248.1141 (1311.0274) mask_bce 0.2400 (0.2436) mask_dice 0.8469 (0.8428) mem 21941MB +[2025-12-25 06:26:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1230/1573] eta 0:04:50 lr 0.000021 time 0.4246 (0.8480) loss 1272.7142 (1312.1149) grad_norm 265.4234 (227.9499) embed_mse 1271.6296 (1311.0285) mask_bce 0.2228 (0.2436) mask_dice 0.8618 (0.8428) mem 21941MB +[2025-12-25 06:26:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1240/1573] eta 0:04:42 lr 0.000021 time 0.4208 (0.8476) loss 1317.8513 (1312.2381) grad_norm 172.0987 (227.1233) embed_mse 1316.7941 (1311.1518) mask_bce 0.2075 (0.2435) mask_dice 0.8498 (0.8428) mem 21941MB +[2025-12-25 06:26:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1250/1573] eta 0:04:33 lr 0.000021 time 3.5349 (0.8469) loss 1389.1299 (1312.2630) grad_norm 157.0570 (226.6742) embed_mse 1388.0491 (1311.1768) mask_bce 0.2384 (0.2434) mask_dice 0.8425 (0.8428) mem 21941MB +[2025-12-25 06:26:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1260/1573] eta 0:04:25 lr 0.000021 time 0.4201 (0.8487) loss 1287.6716 (1312.2914) grad_norm 182.8928 (226.3953) embed_mse 1286.6272 (1311.2053) mask_bce 0.1871 (0.2433) mask_dice 0.8573 (0.8428) mem 21941MB +[2025-12-25 06:26:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1270/1573] eta 0:04:16 lr 0.000021 time 0.4344 (0.8477) loss 1379.2272 (1312.4554) grad_norm 226.5757 (226.3965) embed_mse 1378.0016 (1311.3692) mask_bce 0.3774 (0.2434) mask_dice 0.8481 (0.8428) mem 21941MB +[2025-12-25 06:27:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1280/1573] eta 0:04:08 lr 0.000021 time 2.7604 (0.8495) loss 1324.2008 (1312.4419) grad_norm 170.6586 (225.8793) embed_mse 1323.1196 (1311.3557) mask_bce 0.2759 (0.2435) mask_dice 0.8053 (0.8427) mem 21941MB +[2025-12-25 06:27:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1290/1573] eta 0:03:59 lr 0.000021 time 0.8913 (0.8467) loss 1338.5205 (1312.5774) grad_norm 176.4073 (225.5720) embed_mse 1337.3840 (1311.4911) mask_bce 0.2900 (0.2435) mask_dice 0.8464 (0.8428) mem 21941MB +[2025-12-25 06:27:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1300/1573] eta 0:03:50 lr 0.000021 time 0.4240 (0.8451) loss 1299.2782 (1312.3720) grad_norm 175.0790 (225.2603) embed_mse 1298.1952 (1311.2858) mask_bce 0.2529 (0.2435) mask_dice 0.8301 (0.8428) mem 21941MB +[2025-12-25 06:27:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1310/1573] eta 0:03:42 lr 0.000021 time 0.5067 (0.8460) loss 1353.3147 (1312.5337) grad_norm 196.3409 (225.0829) embed_mse 1352.1771 (1311.4474) mask_bce 0.2691 (0.2436) mask_dice 0.8685 (0.8427) mem 21941MB +[2025-12-25 06:27:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1320/1573] eta 0:03:34 lr 0.000021 time 0.4199 (0.8484) loss 1379.6802 (1312.6974) grad_norm 206.7649 (224.5480) embed_mse 1378.5999 (1311.6111) mask_bce 0.2400 (0.2436) mask_dice 0.8403 (0.8427) mem 21941MB +[2025-12-25 06:27:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1330/1573] eta 0:03:26 lr 0.000021 time 0.4246 (0.8517) loss 1342.3008 (1312.6946) grad_norm 165.7927 (224.1940) embed_mse 1341.2161 (1311.6084) mask_bce 0.2464 (0.2434) mask_dice 0.8382 (0.8427) mem 21941MB +[2025-12-25 06:27:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1340/1573] eta 0:03:17 lr 0.000021 time 0.4197 (0.8494) loss 1260.7172 (1312.7207) grad_norm 160.1819 (223.8108) embed_mse 1259.6475 (1311.6346) mask_bce 0.2372 (0.2433) mask_dice 0.8323 (0.8428) mem 21941MB +[2025-12-25 06:28:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1350/1573] eta 0:03:09 lr 0.000021 time 3.5097 (0.8499) loss 1336.2010 (1312.8052) grad_norm 199.9219 (223.6685) embed_mse 1335.0913 (1311.7191) mask_bce 0.2711 (0.2433) mask_dice 0.8387 (0.8428) mem 21941MB +[2025-12-25 06:28:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1360/1573] eta 0:03:01 lr 0.000021 time 0.4249 (0.8507) loss 1298.8901 (1312.7137) grad_norm 309.9500 (224.1504) embed_mse 1297.7942 (1311.6277) mask_bce 0.2513 (0.2433) mask_dice 0.8447 (0.8428) mem 21941MB +[2025-12-25 06:28:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1370/1573] eta 0:02:52 lr 0.000021 time 0.4219 (0.8506) loss 1329.0500 (1312.5798) grad_norm 188.6080 (223.9426) embed_mse 1327.9562 (1311.4937) mask_bce 0.2430 (0.2433) mask_dice 0.8509 (0.8428) mem 21941MB +[2025-12-25 06:28:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1380/1573] eta 0:02:44 lr 0.000021 time 0.4253 (0.8512) loss 1254.6149 (1312.4769) grad_norm 180.7512 (223.6914) embed_mse 1253.5330 (1311.3909) mask_bce 0.2346 (0.2432) mask_dice 0.8473 (0.8428) mem 21941MB +[2025-12-25 06:28:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1390/1573] eta 0:02:35 lr 0.000021 time 0.4631 (0.8482) loss 1359.7122 (1312.4333) grad_norm 211.9015 (223.6233) embed_mse 1358.5927 (1311.3473) mask_bce 0.2887 (0.2432) mask_dice 0.8308 (0.8428) mem 21941MB +[2025-12-25 06:28:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1400/1573] eta 0:02:26 lr 0.000021 time 3.6703 (0.8487) loss 1284.7136 (1312.3433) grad_norm 326.9023 (223.8191) embed_mse 1283.6206 (1311.2573) mask_bce 0.2617 (0.2432) mask_dice 0.8313 (0.8428) mem 21941MB +[2025-12-25 06:28:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1410/1573] eta 0:02:18 lr 0.000021 time 0.4220 (0.8486) loss 1323.3687 (1312.4763) grad_norm 183.3164 (223.5890) embed_mse 1322.3043 (1311.3904) mask_bce 0.2257 (0.2431) mask_dice 0.8386 (0.8428) mem 21941MB +[2025-12-25 06:28:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1420/1573] eta 0:02:09 lr 0.000021 time 0.4228 (0.8459) loss 1335.0267 (1312.4512) grad_norm 160.6252 (223.2332) embed_mse 1333.9402 (1311.3653) mask_bce 0.2516 (0.2431) mask_dice 0.8350 (0.8427) mem 21941MB +[2025-12-25 06:29:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1430/1573] eta 0:02:00 lr 0.000021 time 1.6126 (0.8437) loss 1293.6655 (1312.3197) grad_norm 485.1513 (224.7047) embed_mse 1292.5647 (1311.2339) mask_bce 0.2845 (0.2430) mask_dice 0.8162 (0.8428) mem 21941MB +[2025-12-25 06:29:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1440/1573] eta 0:01:51 lr 0.000020 time 0.4220 (0.8418) loss 1276.3635 (1312.3132) grad_norm 193.1824 (224.9573) embed_mse 1275.2905 (1311.2275) mask_bce 0.2530 (0.2430) mask_dice 0.8199 (0.8427) mem 21941MB +[2025-12-25 06:29:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1450/1573] eta 0:01:43 lr 0.000020 time 0.4216 (0.8423) loss 1336.7590 (1312.2781) grad_norm 190.1629 (224.7651) embed_mse 1335.7050 (1311.1922) mask_bce 0.2202 (0.2431) mask_dice 0.8339 (0.8428) mem 21941MB +[2025-12-25 06:29:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1460/1573] eta 0:01:35 lr 0.000020 time 0.4816 (0.8417) loss 1247.5184 (1312.3117) grad_norm 147.0036 (224.3378) embed_mse 1246.4362 (1311.2258) mask_bce 0.2518 (0.2431) mask_dice 0.8304 (0.8427) mem 21941MB +[2025-12-25 06:29:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1470/1573] eta 0:01:26 lr 0.000020 time 0.4201 (0.8397) loss 1324.6964 (1312.3308) grad_norm 192.9483 (224.1663) embed_mse 1323.6056 (1311.2450) mask_bce 0.2465 (0.2431) mask_dice 0.8443 (0.8427) mem 21941MB +[2025-12-25 06:29:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1480/1573] eta 0:01:18 lr 0.000020 time 0.4228 (0.8388) loss 1309.7278 (1312.2479) grad_norm 356.1887 (224.6242) embed_mse 1308.6406 (1311.1621) mask_bce 0.2492 (0.2431) mask_dice 0.8380 (0.8427) mem 21941MB +[2025-12-25 06:29:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1490/1573] eta 0:01:09 lr 0.000020 time 0.4229 (0.8386) loss 1323.1533 (1312.2238) grad_norm 294.9477 (225.0023) embed_mse 1322.0221 (1311.1380) mask_bce 0.3230 (0.2431) mask_dice 0.8082 (0.8427) mem 21941MB +[2025-12-25 06:29:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1500/1573] eta 0:01:01 lr 0.000020 time 0.4206 (0.8367) loss 1334.9561 (1312.3217) grad_norm 327.4426 (225.5501) embed_mse 1333.8571 (1311.2359) mask_bce 0.2599 (0.2431) mask_dice 0.8391 (0.8428) mem 21941MB +[2025-12-25 06:29:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1510/1573] eta 0:00:52 lr 0.000020 time 0.4425 (0.8355) loss 1240.6321 (1312.2394) grad_norm 169.4436 (225.2517) embed_mse 1239.5807 (1311.1536) mask_bce 0.1978 (0.2430) mask_dice 0.8536 (0.8428) mem 21941MB +[2025-12-25 06:30:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1520/1573] eta 0:00:44 lr 0.000020 time 0.4191 (0.8341) loss 1253.0295 (1312.3303) grad_norm 194.7010 (225.0261) embed_mse 1251.9375 (1311.2445) mask_bce 0.2661 (0.2430) mask_dice 0.8260 (0.8428) mem 21941MB +[2025-12-25 06:30:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1530/1573] eta 0:00:35 lr 0.000020 time 0.4273 (0.8316) loss 1364.6515 (1312.4435) grad_norm 146.7121 (224.6161) embed_mse 1363.5304 (1311.3577) mask_bce 0.2911 (0.2431) mask_dice 0.8301 (0.8428) mem 21941MB +[2025-12-25 06:30:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1540/1573] eta 0:00:27 lr 0.000020 time 0.4233 (0.8319) loss 1245.9525 (1312.4532) grad_norm 256.8860 (224.7841) embed_mse 1244.8666 (1311.3672) mask_bce 0.2582 (0.2433) mask_dice 0.8278 (0.8428) mem 21941MB +[2025-12-25 06:30:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1550/1573] eta 0:00:19 lr 0.000020 time 0.4513 (0.8297) loss 1309.5736 (1312.4369) grad_norm 227.0758 (224.7960) embed_mse 1308.5028 (1311.3509) mask_bce 0.2169 (0.2433) mask_dice 0.8539 (0.8428) mem 21941MB +[2025-12-25 06:30:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1560/1573] eta 0:00:10 lr 0.000020 time 0.4209 (0.8287) loss 1354.5364 (1312.3976) grad_norm 251.1345 (225.3699) embed_mse 1353.4464 (1311.3115) mask_bce 0.2437 (0.2433) mask_dice 0.8463 (0.8428) mem 21941MB +[2025-12-25 06:30:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1570/1573] eta 0:00:02 lr 0.000020 time 0.4245 (0.8265) loss 1329.2449 (1312.4744) grad_norm 174.1407 (225.1085) embed_mse 1328.1624 (1311.3882) mask_bce 0.2367 (0.2434) mask_dice 0.8458 (0.8428) mem 21941MB +[2025-12-25 06:30:33 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 16 training takes 0:21:39 +[2025-12-25 06:30:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][0/1573] eta 3:44:21 lr 0.000020 time 8.5578 (8.5578) loss 1258.1226 (1258.1226) grad_norm 0.0000 (0.0000) embed_mse 1257.0521 (1257.0521) mask_bce 0.2336 (0.2336) mask_dice 0.8369 (0.8369) mem 21941MB +[2025-12-25 06:30:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][10/1573] eta 0:46:10 lr 0.000020 time 0.4395 (1.7723) loss 1345.6575 (1302.8727) grad_norm 355.4778 (355.4778) embed_mse 1344.5764 (1301.7906) mask_bce 0.2519 (0.2444) mask_dice 0.8293 (0.8378) mem 21941MB +[2025-12-25 06:31:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][20/1573] eta 0:35:47 lr 0.000020 time 0.4316 (1.3829) loss 1317.1223 (1311.2898) grad_norm 236.8525 (296.1652) embed_mse 1316.0352 (1310.2084) mask_bce 0.2407 (0.2418) mask_dice 0.8466 (0.8396) mem 21941MB +[2025-12-25 06:31:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][30/1573] eta 0:27:38 lr 0.000020 time 0.4273 (1.0752) loss 1245.1322 (1314.1494) grad_norm 249.6013 (280.6439) embed_mse 1244.0615 (1313.0697) mask_bce 0.2138 (0.2399) mask_dice 0.8568 (0.8398) mem 21941MB +[2025-12-25 06:31:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][40/1573] eta 0:25:47 lr 0.000020 time 0.4264 (1.0093) loss 1282.5730 (1317.6121) grad_norm 223.4335 (278.1826) embed_mse 1281.4987 (1316.5336) mask_bce 0.2327 (0.2370) mask_dice 0.8417 (0.8415) mem 21941MB +[2025-12-25 06:31:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][50/1573] eta 0:25:38 lr 0.000020 time 4.9826 (1.0103) loss 1336.5538 (1315.7797) grad_norm 259.9608 (275.1456) embed_mse 1335.4265 (1314.6998) mask_bce 0.3248 (0.2398) mask_dice 0.8025 (0.8401) mem 21941MB +[2025-12-25 06:31:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][60/1573] eta 0:23:37 lr 0.000020 time 0.4248 (0.9367) loss 1332.8781 (1312.7610) grad_norm 162.4147 (259.0412) embed_mse 1331.7933 (1311.6800) mask_bce 0.2435 (0.2408) mask_dice 0.8413 (0.8403) mem 21941MB +[2025-12-25 06:31:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][70/1573] eta 0:21:42 lr 0.000020 time 0.4216 (0.8665) loss 1203.1855 (1308.8311) grad_norm 172.3548 (248.2054) embed_mse 1202.1180 (1307.7499) mask_bce 0.2228 (0.2408) mask_dice 0.8447 (0.8404) mem 21941MB +[2025-12-25 06:31:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][80/1573] eta 0:20:58 lr 0.000020 time 0.4279 (0.8430) loss 1280.9633 (1308.2594) grad_norm 209.9431 (241.4370) embed_mse 1279.8566 (1307.1786) mask_bce 0.2733 (0.2398) mask_dice 0.8334 (0.8409) mem 21941MB +[2025-12-25 06:31:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][90/1573] eta 0:20:54 lr 0.000020 time 0.4420 (0.8462) loss 1340.4645 (1309.1360) grad_norm 259.7875 (243.1053) embed_mse 1339.3844 (1308.0555) mask_bce 0.2679 (0.2402) mask_dice 0.8123 (0.8404) mem 21941MB +[2025-12-25 06:31:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][100/1573] eta 0:20:26 lr 0.000020 time 0.4265 (0.8325) loss 1302.9258 (1311.4727) grad_norm 160.2697 (236.2023) embed_mse 1301.8193 (1310.3902) mask_bce 0.2789 (0.2430) mask_dice 0.8275 (0.8395) mem 21941MB +[2025-12-25 06:32:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][110/1573] eta 0:19:42 lr 0.000020 time 0.4238 (0.8081) loss 1276.6587 (1311.7141) grad_norm 297.2299 (240.8967) embed_mse 1275.5961 (1310.6321) mask_bce 0.2341 (0.2429) mask_dice 0.8284 (0.8392) mem 21941MB +[2025-12-25 06:32:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][120/1573] eta 0:18:48 lr 0.000020 time 0.4204 (0.7767) loss 1317.1656 (1311.2251) grad_norm 176.0357 (236.0935) embed_mse 1316.1007 (1310.1431) mask_bce 0.2086 (0.2434) mask_dice 0.8563 (0.8387) mem 21941MB +[2025-12-25 06:32:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][130/1573] eta 0:18:03 lr 0.000020 time 0.4334 (0.7508) loss 1262.1622 (1309.9575) grad_norm 227.5038 (235.5567) embed_mse 1261.0592 (1308.8753) mask_bce 0.2696 (0.2430) mask_dice 0.8333 (0.8391) mem 21941MB +[2025-12-25 06:32:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][140/1573] eta 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INFO Train: [17/30][270/1573] eta 0:14:21 lr 0.000020 time 0.4265 (0.6615) loss 1354.9723 (1314.2437) grad_norm 249.9411 (248.8805) embed_mse 1353.8846 (1313.1579) mask_bce 0.2440 (0.2458) mask_dice 0.8436 (0.8399) mem 21941MB +[2025-12-25 06:33:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][280/1573] eta 0:14:04 lr 0.000020 time 0.4307 (0.6531) loss 1245.7028 (1313.6731) grad_norm 212.4601 (247.8880) embed_mse 1244.6348 (1312.5872) mask_bce 0.2101 (0.2460) mask_dice 0.8579 (0.8399) mem 21941MB +[2025-12-25 06:33:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][290/1573] eta 0:13:57 lr 0.000020 time 0.4208 (0.6527) loss 1292.6735 (1313.5919) grad_norm 189.7136 (246.2720) embed_mse 1291.6030 (1312.5062) mask_bce 0.2383 (0.2454) mask_dice 0.8322 (0.8403) mem 21941MB +[2025-12-25 06:33:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][300/1573] eta 0:13:41 lr 0.000020 time 0.4253 (0.6451) loss 1314.1895 (1313.1614) grad_norm 203.8886 (245.1265) embed_mse 1313.1041 (1312.0754) mask_bce 0.2512 (0.2459) mask_dice 0.8342 (0.8401) mem 21941MB +[2025-12-25 06:33:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][310/1573] eta 0:13:41 lr 0.000020 time 0.4190 (0.6501) loss 1293.8381 (1312.5017) grad_norm 273.2993 (245.8679) embed_mse 1292.7482 (1311.4163) mask_bce 0.2528 (0.2451) mask_dice 0.8372 (0.8403) mem 21941MB +[2025-12-25 06:34:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][320/1573] eta 0:13:25 lr 0.000020 time 0.4226 (0.6430) loss 1280.9688 (1312.2372) grad_norm 278.2294 (247.1980) embed_mse 1279.8840 (1311.1518) mask_bce 0.2529 (0.2452) mask_dice 0.8318 (0.8402) mem 21941MB +[2025-12-25 06:34:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][330/1573] eta 0:13:16 lr 0.000020 time 0.4333 (0.6407) loss 1327.3405 (1312.6076) grad_norm 205.6154 (246.1838) 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0.8318 (0.8406) mem 21941MB +[2025-12-25 06:34:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][370/1573] eta 0:13:02 lr 0.000020 time 0.4510 (0.6505) loss 1286.4742 (1311.9003) grad_norm 268.1706 (242.5270) embed_mse 1285.4214 (1310.8149) mask_bce 0.1943 (0.2448) mask_dice 0.8586 (0.8406) mem 21941MB +[2025-12-25 06:34:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][380/1573] eta 0:13:00 lr 0.000020 time 0.4380 (0.6540) loss 1376.4915 (1311.9567) grad_norm 225.9894 (242.1752) embed_mse 1375.4010 (1310.8713) mask_bce 0.2523 (0.2447) mask_dice 0.8382 (0.8407) mem 21941MB +[2025-12-25 06:34:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][390/1573] eta 0:13:00 lr 0.000020 time 3.1827 (0.6596) loss 1263.2106 (1311.7342) grad_norm 216.7009 (241.6445) embed_mse 1262.1320 (1310.6489) mask_bce 0.2554 (0.2446) mask_dice 0.8233 (0.8408) mem 21941MB +[2025-12-25 06:34:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][400/1573] eta 0:12:52 lr 0.000020 time 0.4518 (0.6583) loss 1342.2881 (1311.4272) grad_norm 216.3181 (240.5267) embed_mse 1341.2051 (1310.3418) mask_bce 0.2523 (0.2447) mask_dice 0.8307 (0.8407) mem 21941MB +[2025-12-25 06:35:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][410/1573] eta 0:12:39 lr 0.000020 time 0.7433 (0.6534) loss 1340.7267 (1311.5737) grad_norm 244.8469 (240.6115) embed_mse 1339.6407 (1310.4885) mask_bce 0.2387 (0.2443) mask_dice 0.8473 (0.8409) mem 21941MB +[2025-12-25 06:35:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][420/1573] eta 0:12:48 lr 0.000020 time 5.4846 (0.6664) loss 1281.0493 (1311.3157) grad_norm 182.0246 (239.4848) embed_mse 1279.9688 (1310.2307) mask_bce 0.2583 (0.2441) mask_dice 0.8223 (0.8409) mem 21941MB +[2025-12-25 06:35:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO 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loss 1265.0286 (1311.2517) grad_norm 210.6977 (241.9849) embed_mse 1263.9846 (1310.1667) mask_bce 0.1722 (0.2437) mask_dice 0.8717 (0.8413) mem 21941MB +[2025-12-25 06:35:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][470/1573] eta 0:12:31 lr 0.000020 time 0.4202 (0.6810) loss 1336.0553 (1311.5749) grad_norm 305.7149 (243.0837) embed_mse 1335.0045 (1310.4897) mask_bce 0.2053 (0.2438) mask_dice 0.8454 (0.8414) mem 21941MB +[2025-12-25 06:36:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][480/1573] eta 0:12:25 lr 0.000020 time 0.4182 (0.6821) loss 1383.9943 (1311.8222) grad_norm 194.4981 (242.9564) embed_mse 1382.8799 (1310.7368) mask_bce 0.2452 (0.2442) mask_dice 0.8692 (0.8413) mem 21941MB +[2025-12-25 06:36:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][490/1573] eta 0:12:21 lr 0.000020 time 0.4233 (0.6848) loss 1284.7528 (1311.6059) grad_norm 152.4255 (241.4723) embed_mse 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(0.8414) mem 21941MB +[2025-12-25 06:36:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][530/1573] eta 0:11:48 lr 0.000019 time 0.5004 (0.6791) loss 1312.9445 (1311.5517) grad_norm 252.3674 (240.2566) embed_mse 1311.8695 (1310.4655) mask_bce 0.2314 (0.2448) mask_dice 0.8437 (0.8414) mem 21941MB +[2025-12-25 06:36:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][540/1573] eta 0:11:46 lr 0.000019 time 0.4254 (0.6842) loss 1379.1846 (1312.1762) grad_norm 329.7630 (241.5925) embed_mse 1378.0896 (1311.0898) mask_bce 0.2532 (0.2449) mask_dice 0.8418 (0.8415) mem 21941MB +[2025-12-25 06:36:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][550/1573] eta 0:11:35 lr 0.000019 time 0.4202 (0.6795) loss 1273.4373 (1312.2257) grad_norm 404.6527 (243.9905) embed_mse 1272.3634 (1311.1394) mask_bce 0.2228 (0.2448) mask_dice 0.8511 (0.8416) mem 21941MB +[2025-12-25 06:36:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][560/1573] eta 0:11:36 lr 0.000019 time 0.4242 (0.6877) loss 1287.3798 (1312.1647) grad_norm 297.2382 (244.5945) embed_mse 1286.2898 (1311.0783) mask_bce 0.2357 (0.2448) mask_dice 0.8543 (0.8416) mem 21941MB +[2025-12-25 06:37:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][570/1573] eta 0:11:25 lr 0.000019 time 0.7886 (0.6839) loss 1286.2106 (1312.2255) grad_norm 241.6506 (244.5530) embed_mse 1285.1292 (1311.1390) mask_bce 0.2273 (0.2448) mask_dice 0.8541 (0.8417) mem 21941MB +[2025-12-25 06:37:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][580/1573] eta 0:11:18 lr 0.000019 time 0.4175 (0.6833) loss 1314.6980 (1312.6175) grad_norm 295.8711 (245.2657) embed_mse 1313.6215 (1311.5311) mask_bce 0.2491 (0.2447) mask_dice 0.8274 (0.8417) mem 21941MB +[2025-12-25 06:37:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][590/1573] eta 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06:38:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][690/1573] eta 0:10:25 lr 0.000019 time 0.4262 (0.7089) loss 1388.2198 (1312.8104) grad_norm 242.2217 (240.7854) embed_mse 1387.1322 (1311.7246) mask_bce 0.2242 (0.2443) mask_dice 0.8634 (0.8415) mem 21941MB +[2025-12-25 06:38:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][700/1573] eta 0:10:20 lr 0.000019 time 0.4500 (0.7110) loss 1308.1027 (1312.8620) grad_norm 227.4593 (240.6322) embed_mse 1307.0001 (1311.7762) mask_bce 0.2686 (0.2443) mask_dice 0.8340 (0.8415) mem 21941MB +[2025-12-25 06:39:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][710/1573] eta 0:10:15 lr 0.000019 time 0.4435 (0.7128) loss 1302.9985 (1312.8798) grad_norm 249.3450 (240.7313) embed_mse 1301.8700 (1311.7940) mask_bce 0.3077 (0.2441) mask_dice 0.8208 (0.8416) mem 21941MB +[2025-12-25 06:39:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][720/1573] eta 0:10:05 lr 0.000019 time 0.4419 (0.7099) loss 1242.8290 (1312.8149) grad_norm 154.6342 (239.7988) embed_mse 1241.7571 (1311.7293) mask_bce 0.2406 (0.2440) mask_dice 0.8313 (0.8416) mem 21941MB +[2025-12-25 06:39:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][730/1573] eta 0:09:56 lr 0.000019 time 0.4290 (0.7072) loss 1293.9376 (1312.6031) grad_norm 183.9298 (239.1849) embed_mse 1292.8798 (1311.5173) mask_bce 0.2101 (0.2441) mask_dice 0.8477 (0.8417) mem 21941MB +[2025-12-25 06:39:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][740/1573] eta 0:09:53 lr 0.000019 time 0.4551 (0.7121) loss 1295.6061 (1312.5809) grad_norm 183.4802 (238.5794) embed_mse 1294.4985 (1311.4952) mask_bce 0.2910 (0.2440) mask_dice 0.8165 (0.8417) mem 21941MB +[2025-12-25 06:39:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][750/1573] eta 0:09:48 lr 0.000019 time 1.0154 (0.7155) loss 1379.2096 (1312.5625) grad_norm 279.4905 (239.0193) embed_mse 1378.1085 (1311.4770) mask_bce 0.2526 (0.2438) mask_dice 0.8483 (0.8417) mem 21941MB +[2025-12-25 06:39:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][760/1573] eta 0:09:43 lr 0.000019 time 0.4433 (0.7171) loss 1326.0894 (1312.5874) grad_norm 181.3905 (239.0033) embed_mse 1325.0287 (1311.5020) mask_bce 0.1949 (0.2436) mask_dice 0.8657 (0.8418) mem 21941MB +[2025-12-25 06:39:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][770/1573] eta 0:09:42 lr 0.000019 time 0.4229 (0.7249) loss 1290.8802 (1312.7069) grad_norm 147.1909 (238.0470) embed_mse 1289.8156 (1311.6217) mask_bce 0.2246 (0.2434) mask_dice 0.8401 (0.8419) mem 21941MB +[2025-12-25 06:40:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][780/1573] eta 0:09:36 lr 0.000019 time 0.4843 (0.7272) loss 1285.9017 (1312.6706) grad_norm 169.6711 (237.3421) embed_mse 1284.8293 (1311.5853) mask_bce 0.2492 (0.2435) mask_dice 0.8232 (0.8418) mem 21941MB +[2025-12-25 06:40:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][790/1573] eta 0:09:36 lr 0.000019 time 6.0206 (0.7363) loss 1311.1332 (1312.8650) grad_norm 296.5974 (237.9467) embed_mse 1310.0659 (1311.7797) mask_bce 0.2288 (0.2434) mask_dice 0.8385 (0.8419) mem 21941MB +[2025-12-25 06:40:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][800/1573] eta 0:09:27 lr 0.000019 time 0.4448 (0.7340) loss 1355.3422 (1312.8102) grad_norm 193.3503 (236.8389) embed_mse 1354.1621 (1311.7249) mask_bce 0.3187 (0.2434) mask_dice 0.8613 (0.8419) mem 21941MB +[2025-12-25 06:40:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][810/1573] eta 0:09:21 lr 0.000019 time 0.4239 (0.7353) loss 1394.6003 (1312.9399) grad_norm 200.1972 (236.4761) embed_mse 1393.4630 (1311.8547) mask_bce 0.2748 (0.2433) mask_dice 0.8625 (0.8419) mem 21941MB +[2025-12-25 06:40:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][820/1573] eta 0:09:15 lr 0.000019 time 0.4246 (0.7373) loss 1332.4364 (1312.8380) grad_norm 159.9539 (235.7259) embed_mse 1331.3645 (1311.7528) mask_bce 0.2425 (0.2434) mask_dice 0.8294 (0.8418) mem 21941MB +[2025-12-25 06:40:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][830/1573] eta 0:09:11 lr 0.000019 time 0.4236 (0.7417) loss 1231.0319 (1312.6616) grad_norm 349.9860 (236.8352) embed_mse 1229.9633 (1311.5765) mask_bce 0.2360 (0.2435) mask_dice 0.8326 (0.8417) mem 21941MB +[2025-12-25 06:40:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][840/1573] eta 0:09:03 lr 0.000019 time 0.4242 (0.7414) loss 1296.3035 (1312.7076) grad_norm 225.0149 (237.8872) embed_mse 1295.2319 (1311.6223) mask_bce 0.2509 (0.2436) mask_dice 0.8207 (0.8417) mem 21941MB +[2025-12-25 06:41:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][850/1573] eta 0:08:58 lr 0.000019 time 0.4196 (0.7451) loss 1346.9427 (1312.6182) grad_norm 242.3632 (237.9295) embed_mse 1345.8228 (1311.5329) mask_bce 0.3063 (0.2436) mask_dice 0.8138 (0.8417) mem 21941MB +[2025-12-25 06:41:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][860/1573] eta 0:08:54 lr 0.000019 time 2.3203 (0.7500) loss 1234.6931 (1312.2878) grad_norm 270.4192 (238.2331) embed_mse 1233.6177 (1311.2025) mask_bce 0.2451 (0.2436) mask_dice 0.8304 (0.8417) mem 21941MB +[2025-12-25 06:41:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][870/1573] eta 0:08:49 lr 0.000019 time 0.4342 (0.7535) loss 1391.1906 (1312.4934) grad_norm 289.1373 (238.7044) embed_mse 1390.1060 (1311.4081) mask_bce 0.2156 (0.2436) mask_dice 0.8691 (0.8417) mem 21941MB +[2025-12-25 06:41:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][880/1573] eta 0:08:40 lr 0.000019 time 0.4208 (0.7518) loss 1302.4932 (1312.4755) grad_norm 226.1262 (238.1244) embed_mse 1301.4174 (1311.3901) mask_bce 0.2392 (0.2437) mask_dice 0.8367 (0.8418) mem 21941MB +[2025-12-25 06:41:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][890/1573] eta 0:08:34 lr 0.000019 time 0.4267 (0.7534) loss 1283.1063 (1312.4728) grad_norm 207.0453 (237.8445) embed_mse 1281.9596 (1311.3873) mask_bce 0.3261 (0.2438) mask_dice 0.8205 (0.8417) mem 21941MB +[2025-12-25 06:42:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][900/1573] eta 0:08:33 lr 0.000019 time 0.4259 (0.7626) loss 1317.0822 (1312.4786) grad_norm 189.5493 (237.4133) embed_mse 1316.0016 (1311.3930) mask_bce 0.2093 (0.2440) mask_dice 0.8713 (0.8416) mem 21941MB +[2025-12-25 06:42:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][910/1573] eta 0:08:32 lr 0.000019 time 11.8020 (0.7727) loss 1373.8594 (1312.3569) grad_norm 236.3756 (237.4041) embed_mse 1372.7162 (1311.2712) mask_bce 0.3025 (0.2442) mask_dice 0.8407 (0.8416) mem 21941MB +[2025-12-25 06:42:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][920/1573] eta 0:08:23 lr 0.000019 time 0.4283 (0.7705) loss 1307.9222 (1312.3698) grad_norm 337.1073 (238.7596) embed_mse 1306.8361 (1311.2839) mask_bce 0.2479 (0.2444) mask_dice 0.8383 (0.8415) mem 21941MB +[2025-12-25 06:42:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][930/1573] eta 0:08:15 lr 0.000019 time 0.4269 (0.7712) loss 1301.9812 (1312.3758) grad_norm 192.7721 (238.3632) embed_mse 1300.9121 (1311.2900) mask_bce 0.2283 (0.2443) mask_dice 0.8408 (0.8416) mem 21941MB +[2025-12-25 06:42:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][940/1573] eta 0:08:06 lr 0.000019 time 0.4331 (0.7690) loss 1256.8761 (1312.1148) grad_norm 225.9491 (238.2571) embed_mse 1255.7946 (1311.0291) mask_bce 0.2544 (0.2441) mask_dice 0.8271 (0.8416) mem 21941MB +[2025-12-25 06:42:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][950/1573] eta 0:08:02 lr 0.000019 time 0.4252 (0.7751) loss 1232.4636 (1311.9376) grad_norm 196.1748 (237.9004) embed_mse 1231.3876 (1310.8520) mask_bce 0.2402 (0.2440) mask_dice 0.8359 (0.8416) mem 21941MB +[2025-12-25 06:42:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][960/1573] eta 0:07:53 lr 0.000019 time 0.4302 (0.7729) loss 1300.4933 (1311.8962) grad_norm 305.2794 (237.7927) embed_mse 1299.4082 (1310.8106) mask_bce 0.2665 (0.2440) mask_dice 0.8186 (0.8416) mem 21941MB +[2025-12-25 06:43:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][970/1573] eta 0:07:53 lr 0.000019 time 0.4265 (0.7853) loss 1318.2261 (1312.0615) grad_norm 184.4782 (237.3521) embed_mse 1317.1366 (1310.9759) mask_bce 0.2518 (0.2442) mask_dice 0.8377 (0.8415) mem 21941MB +[2025-12-25 06:43:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][980/1573] eta 0:07:46 lr 0.000019 time 0.4237 (0.7866) loss 1279.0765 (1312.0716) grad_norm 211.5974 (237.1409) embed_mse 1277.9866 (1310.9859) mask_bce 0.2375 (0.2442) mask_dice 0.8526 (0.8415) mem 21941MB +[2025-12-25 06:43:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][990/1573] eta 0:07:36 lr 0.000019 time 0.4202 (0.7829) loss 1268.0620 (1311.9384) grad_norm 187.4539 (236.7370) embed_mse 1267.0312 (1310.8527) mask_bce 0.1624 (0.2442) mask_dice 0.8684 (0.8414) mem 21941MB +[2025-12-25 06:43:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1000/1573] eta 0:07:28 lr 0.000019 time 0.4244 (0.7831) loss 1341.0642 (1311.9291) grad_norm 170.4610 (235.8159) embed_mse 1339.9524 (1310.8434) mask_bce 0.2935 (0.2442) mask_dice 0.8184 (0.8415) mem 21941MB +[2025-12-25 06:43:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1010/1573] eta 0:07:21 lr 0.000019 time 0.4251 (0.7841) loss 1360.8516 (1312.2971) grad_norm 178.7967 (235.3633) embed_mse 1359.7336 (1311.2115) mask_bce 0.2870 (0.2441) mask_dice 0.8310 (0.8415) mem 21941MB +[2025-12-25 06:43:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1020/1573] eta 0:07:11 lr 0.000019 time 0.4178 (0.7805) loss 1332.0829 (1312.2234) grad_norm 181.2366 (234.9371) embed_mse 1330.9995 (1311.1377) mask_bce 0.2373 (0.2441) mask_dice 0.8460 (0.8416) mem 21941MB +[2025-12-25 06:44:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1030/1573] eta 0:07:05 lr 0.000019 time 0.4235 (0.7839) loss 1381.0654 (1312.4415) grad_norm 255.7358 (235.0996) embed_mse 1379.8165 (1311.3556) mask_bce 0.3662 (0.2443) mask_dice 0.8827 (0.8416) mem 21941MB +[2025-12-25 06:44:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1040/1573] eta 0:06:56 lr 0.000019 time 0.4176 (0.7815) loss 1302.4910 (1312.5415) grad_norm 173.4972 (234.9867) embed_mse 1301.4120 (1311.4554) mask_bce 0.2388 (0.2444) mask_dice 0.8403 (0.8417) mem 21941MB +[2025-12-25 06:44:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1050/1573] eta 0:06:50 lr 0.000019 time 4.1841 (0.7857) loss 1359.5883 (1312.6546) grad_norm 178.9968 (234.5593) embed_mse 1358.4724 (1311.5685) mask_bce 0.2769 (0.2444) mask_dice 0.8390 (0.8417) mem 21941MB +[2025-12-25 06:44:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1060/1573] eta 0:06:41 lr 0.000019 time 0.4210 (0.7825) loss 1267.6011 (1312.6966) grad_norm 237.1875 (234.5792) embed_mse 1266.5319 (1311.6105) mask_bce 0.2433 (0.2445) mask_dice 0.8260 (0.8416) mem 21941MB +[2025-12-25 06:44:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1070/1573] eta 0:06:33 lr 0.000019 time 0.4235 (0.7833) loss 1343.3572 (1312.7256) grad_norm 188.1167 (234.2299) embed_mse 1342.2834 (1311.6395) mask_bce 0.2263 (0.2444) mask_dice 0.8474 (0.8417) mem 21941MB +[2025-12-25 06:44:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1080/1573] eta 0:06:25 lr 0.000019 time 0.4225 (0.7828) loss 1277.3090 (1312.8840) grad_norm 215.5114 (233.8919) embed_mse 1276.2170 (1311.7978) mask_bce 0.2528 (0.2445) mask_dice 0.8391 (0.8417) mem 21941MB +[2025-12-25 06:44:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1090/1573] eta 0:06:17 lr 0.000019 time 1.0786 (0.7815) loss 1333.1736 (1312.7994) grad_norm 184.8820 (233.5316) embed_mse 1332.1016 (1311.7133) mask_bce 0.2268 (0.2443) mask_dice 0.8453 (0.8417) mem 21941MB +[2025-12-25 06:44:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1100/1573] eta 0:06:10 lr 0.000019 time 2.8375 (0.7825) loss 1322.6198 (1312.7147) grad_norm 261.0180 (233.7322) embed_mse 1321.5341 (1311.6287) mask_bce 0.2498 (0.2443) mask_dice 0.8358 (0.8417) mem 21941MB +[2025-12-25 06:45:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1110/1573] eta 0:06:01 lr 0.000019 time 0.4223 (0.7816) loss 1278.2356 (1312.6123) grad_norm 168.0456 (233.2562) embed_mse 1277.1732 (1311.5264) mask_bce 0.1857 (0.2441) mask_dice 0.8767 (0.8418) mem 21941MB +[2025-12-25 06:45:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1120/1573] eta 0:05:52 lr 0.000019 time 0.4318 (0.7792) loss 1324.4780 (1312.5168) grad_norm 182.2323 (232.4504) embed_mse 1323.4056 (1311.4308) mask_bce 0.2418 (0.2442) mask_dice 0.8306 (0.8417) mem 21941MB +[2025-12-25 06:45:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1130/1573] eta 0:05:45 lr 0.000018 time 0.4466 (0.7794) loss 1335.9731 (1312.5069) grad_norm 277.1904 (232.7677) embed_mse 1334.8209 (1311.4209) mask_bce 0.2923 (0.2442) mask_dice 0.8599 (0.8418) mem 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(train_geometry_finetune.py 372): INFO Train: [17/30][1170/1573] eta 0:05:17 lr 0.000018 time 0.4243 (0.7870) loss 1356.3727 (1312.6507) grad_norm 194.9479 (230.9744) embed_mse 1355.2703 (1311.5647) mask_bce 0.2686 (0.2443) mask_dice 0.8339 (0.8418) mem 21941MB +[2025-12-25 06:45:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1180/1573] eta 0:05:08 lr 0.000018 time 0.4197 (0.7839) loss 1336.9923 (1312.7078) grad_norm 236.1880 (231.0098) embed_mse 1335.8925 (1311.6219) mask_bce 0.2786 (0.2442) mask_dice 0.8212 (0.8418) mem 21941MB +[2025-12-25 06:46:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1190/1573] eta 0:05:00 lr 0.000018 time 0.4239 (0.7859) loss 1310.0676 (1312.6038) grad_norm 158.9888 (230.5232) embed_mse 1308.9806 (1311.5179) mask_bce 0.2279 (0.2441) mask_dice 0.8592 (0.8418) mem 21941MB +[2025-12-25 06:46:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1200/1573] eta 0:04:52 lr 0.000018 time 0.4267 (0.7831) loss 1274.2361 (1312.4070) grad_norm 197.8103 (230.7726) embed_mse 1273.1566 (1311.3211) mask_bce 0.2224 (0.2442) mask_dice 0.8571 (0.8418) mem 21941MB +[2025-12-25 06:46:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1210/1573] eta 0:04:44 lr 0.000018 time 3.1716 (0.7840) loss 1302.0580 (1312.2931) grad_norm 186.5921 (230.4800) embed_mse 1300.8896 (1311.2071) mask_bce 0.3076 (0.2442) mask_dice 0.8607 (0.8417) mem 21941MB +[2025-12-25 06:46:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1220/1573] eta 0:04:35 lr 0.000018 time 0.4438 (0.7816) loss 1277.7212 (1312.2815) grad_norm 199.1543 (230.2739) embed_mse 1276.6211 (1311.1956) mask_bce 0.2941 (0.2442) mask_dice 0.8061 (0.8418) mem 21941MB +[2025-12-25 06:46:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1230/1573] eta 0:04:28 lr 0.000018 time 2.9766 (0.7835) loss 1356.0697 (1312.2077) grad_norm 157.9294 (229.8010) embed_mse 1355.0095 (1311.1217) mask_bce 0.2326 (0.2443) mask_dice 0.8275 (0.8418) mem 21941MB +[2025-12-25 06:46:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1240/1573] eta 0:04:20 lr 0.000018 time 0.4279 (0.7833) loss 1257.8239 (1312.1228) grad_norm 235.6295 (230.0292) embed_mse 1256.7451 (1311.0368) mask_bce 0.2498 (0.2442) mask_dice 0.8288 (0.8418) mem 21941MB +[2025-12-25 06:46:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1250/1573] eta 0:04:12 lr 0.000018 time 2.9955 (0.7830) loss 1325.4603 (1312.3080) grad_norm 281.7469 (230.3607) embed_mse 1324.3866 (1311.2220) mask_bce 0.2211 (0.2442) mask_dice 0.8527 (0.8418) mem 21941MB +[2025-12-25 06:47:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1260/1573] eta 0:04:04 lr 0.000018 time 0.4279 (0.7822) loss 1288.8212 (1312.3411) grad_norm 185.1074 (230.0725) embed_mse 1287.7401 (1311.2552) mask_bce 0.2456 (0.2441) mask_dice 0.8355 (0.8418) mem 21941MB +[2025-12-25 06:47:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1270/1573] eta 0:03:56 lr 0.000018 time 0.4416 (0.7821) loss 1330.0137 (1312.3071) grad_norm 212.1742 (229.9592) embed_mse 1328.8977 (1311.2212) mask_bce 0.2839 (0.2441) mask_dice 0.8320 (0.8418) mem 21941MB +[2025-12-25 06:47:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1280/1573] eta 0:03:50 lr 0.000018 time 0.4324 (0.7856) loss 1314.1447 (1312.3666) grad_norm 183.3317 (229.1700) embed_mse 1313.0710 (1311.2806) mask_bce 0.2346 (0.2442) mask_dice 0.8389 (0.8417) mem 21941MB +[2025-12-25 06:47:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1290/1573] eta 0:03:42 lr 0.000018 time 3.5540 (0.7874) loss 1317.9879 (1312.4165) grad_norm 180.0793 (228.8651) embed_mse 1316.9037 (1311.3305) mask_bce 0.2299 (0.2443) mask_dice 0.8542 (0.8418) mem 21941MB +[2025-12-25 06:47:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1300/1573] eta 0:03:34 lr 0.000018 time 0.4294 (0.7847) loss 1315.8312 (1312.3953) grad_norm 197.2967 (228.6703) embed_mse 1314.7424 (1311.3093) mask_bce 0.2545 (0.2442) mask_dice 0.8342 (0.8418) mem 21941MB +[2025-12-25 06:47:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1310/1573] eta 0:03:26 lr 0.000018 time 1.2358 (0.7846) loss 1315.0293 (1312.4087) grad_norm 221.4167 (228.6258) embed_mse 1313.9792 (1311.3227) mask_bce 0.1887 (0.2443) mask_dice 0.8613 (0.8418) mem 21941MB +[2025-12-25 06:47:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1320/1573] eta 0:03:17 lr 0.000018 time 0.4453 (0.7823) loss 1304.9534 (1312.5013) grad_norm 192.4675 (228.2133) embed_mse 1303.8627 (1311.4152) mask_bce 0.2868 (0.2443) mask_dice 0.8040 (0.8418) mem 21941MB +[2025-12-25 06:47:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1330/1573] eta 0:03:09 lr 0.000018 time 0.4261 (0.7811) loss 1330.7679 (1312.6136) grad_norm 190.9909 (227.9890) embed_mse 1329.7228 (1311.5276) mask_bce 0.1753 (0.2442) mask_dice 0.8699 (0.8418) mem 21941MB +[2025-12-25 06:47:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1340/1573] eta 0:03:01 lr 0.000018 time 0.4291 (0.7787) loss 1261.7521 (1312.4439) grad_norm 311.5479 (228.4894) embed_mse 1260.6405 (1311.3579) mask_bce 0.2914 (0.2442) mask_dice 0.8201 (0.8417) mem 21941MB +[2025-12-25 06:48:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1350/1573] eta 0:02:53 lr 0.000018 time 0.4292 (0.7798) loss 1389.7108 (1312.5249) grad_norm 169.5393 (228.1385) embed_mse 1388.6517 (1311.4390) mask_bce 0.2122 (0.2442) mask_dice 0.8468 (0.8417) mem 21941MB +[2025-12-25 06:48:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1360/1573] eta 0:02:46 lr 0.000018 time 0.4299 (0.7811) loss 1366.9775 (1312.5820) grad_norm 190.8452 (227.5561) embed_mse 1365.9137 (1311.4962) mask_bce 0.2068 (0.2441) mask_dice 0.8571 (0.8417) mem 21941MB +[2025-12-25 06:48:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1370/1573] eta 0:02:38 lr 0.000018 time 0.4315 (0.7800) loss 1266.3672 (1312.4573) grad_norm 172.7044 (227.2353) embed_mse 1265.2764 (1311.3715) mask_bce 0.2609 (0.2441) mask_dice 0.8299 (0.8417) mem 21941MB +[2025-12-25 06:48:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1380/1573] eta 0:02:30 lr 0.000018 time 0.4305 (0.7794) loss 1326.1364 (1312.6198) grad_norm 192.2610 (227.0320) embed_mse 1324.9874 (1311.5340) mask_bce 0.3315 (0.2441) mask_dice 0.8174 (0.8417) mem 21941MB +[2025-12-25 06:48:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1390/1573] eta 0:02:22 lr 0.000018 time 0.4361 (0.7791) loss 1340.8939 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(1311.4717) mask_bce 0.2293 (0.2443) mask_dice 0.8380 (0.8416) mem 21941MB +[2025-12-25 06:49:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1430/1573] eta 0:01:52 lr 0.000018 time 0.4232 (0.7845) loss 1220.5804 (1312.4433) grad_norm 187.0758 (226.6733) embed_mse 1219.5198 (1311.3575) mask_bce 0.2197 (0.2443) mask_dice 0.8409 (0.8416) mem 21941MB +[2025-12-25 06:49:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1440/1573] eta 0:01:44 lr 0.000018 time 0.4235 (0.7830) loss 1292.5270 (1312.4159) grad_norm 237.5915 (226.5926) embed_mse 1291.4457 (1311.3301) mask_bce 0.2174 (0.2443) mask_dice 0.8639 (0.8416) mem 21941MB +[2025-12-25 06:49:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1450/1573] eta 0:01:36 lr 0.000018 time 0.4237 (0.7822) loss 1301.6492 (1312.5737) grad_norm 266.5331 (226.8133) embed_mse 1300.5908 (1311.4879) mask_bce 0.2233 (0.2443) mask_dice 0.8351 (0.8415) mem 21941MB +[2025-12-25 06:49:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1460/1573] eta 0:01:28 lr 0.000018 time 0.4275 (0.7826) loss 1311.6948 (1312.5214) grad_norm 244.5743 (226.9109) embed_mse 1310.5829 (1311.4356) mask_bce 0.2643 (0.2443) mask_dice 0.8477 (0.8415) mem 21941MB +[2025-12-25 06:49:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1470/1573] eta 0:01:20 lr 0.000018 time 1.7126 (0.7828) loss 1269.0066 (1312.6079) grad_norm 214.4127 (226.8426) embed_mse 1267.9415 (1311.5221) mask_bce 0.1981 (0.2443) mask_dice 0.8669 (0.8415) mem 21941MB +[2025-12-25 06:49:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1480/1573] eta 0:01:12 lr 0.000018 time 0.4249 (0.7815) loss 1357.7483 (1312.6714) grad_norm 169.5364 (226.8609) embed_mse 1356.6466 (1311.5856) mask_bce 0.2637 (0.2443) mask_dice 0.8380 (0.8415) mem 21941MB +[2025-12-25 06:49:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1490/1573] eta 0:01:04 lr 0.000018 time 0.4220 (0.7800) loss 1346.4064 (1312.5734) grad_norm 239.5165 (226.9289) embed_mse 1345.3247 (1311.4876) mask_bce 0.2171 (0.2443) mask_dice 0.8646 (0.8415) mem 21941MB +[2025-12-25 06:50:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1500/1573] eta 0:00:56 lr 0.000018 time 0.4251 (0.7797) loss 1314.4418 (1312.4671) grad_norm 369.5684 (227.6917) embed_mse 1313.3445 (1311.3814) mask_bce 0.2559 (0.2442) mask_dice 0.8415 (0.8415) mem 21941MB +[2025-12-25 06:50:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1510/1573] eta 0:00:49 lr 0.000018 time 0.4308 (0.7830) loss 1269.0369 (1312.4320) grad_norm 194.1579 (227.5133) embed_mse 1267.9574 (1311.3462) mask_bce 0.2169 (0.2442) mask_dice 0.8626 (0.8416) mem 21941MB +[2025-12-25 06:50:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1520/1573] eta 0:00:41 lr 0.000018 time 0.4360 (0.7814) loss 1343.8848 (1312.4734) grad_norm 141.5250 (226.8686) embed_mse 1342.8234 (1311.3876) mask_bce 0.2244 (0.2441) mask_dice 0.8370 (0.8416) mem 21941MB +[2025-12-25 06:50:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1530/1573] eta 0:00:33 lr 0.000018 time 4.3456 (0.7849) loss 1266.7837 (1312.5649) grad_norm 233.4166 (226.9029) embed_mse 1265.6930 (1311.4791) mask_bce 0.2444 (0.2441) mask_dice 0.8463 (0.8416) mem 21941MB +[2025-12-25 06:50:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1540/1573] eta 0:00:25 lr 0.000018 time 0.4225 (0.7849) loss 1306.1873 (1312.6318) grad_norm 172.7353 (226.6208) embed_mse 1305.0591 (1311.5460) mask_bce 0.2637 (0.2442) mask_dice 0.8645 (0.8416) mem 21941MB +[2025-12-25 06:50:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1550/1573] eta 0:00:18 lr 0.000018 time 0.4225 (0.7834) loss 1327.6548 (1312.5634) grad_norm 230.5100 (226.6409) embed_mse 1326.5305 (1311.4776) mask_bce 0.3158 (0.2443) mask_dice 0.8084 (0.8416) mem 21941MB +[2025-12-25 06:50:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1560/1573] eta 0:00:10 lr 0.000018 time 0.4225 (0.7828) loss 1232.6372 (1312.5077) grad_norm 206.1083 (226.3639) embed_mse 1231.5691 (1311.4220) mask_bce 0.1981 (0.2441) mask_dice 0.8700 (0.8416) mem 21941MB +[2025-12-25 06:51:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1570/1573] eta 0:00:02 lr 0.000018 time 4.7091 (0.7842) loss 1324.6206 (1312.4271) grad_norm 243.1386 (226.4494) embed_mse 1323.5355 (1311.3414) mask_bce 0.2306 (0.2441) mask_dice 0.8545 (0.8416) mem 21941MB +[2025-12-25 06:51:07 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 17 training takes 0:20:33 +[2025-12-25 06:51:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][0/1573] eta 3:44:05 lr 0.000018 time 8.5477 (8.5477) loss 1324.4971 (1324.4971) grad_norm 0.0000 (0.0000) embed_mse 1323.3970 (1323.3970) mask_bce 0.2770 (0.2770) mask_dice 0.8232 (0.8232) mem 21941MB +[2025-12-25 06:51:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][10/1573] eta 0:41:50 lr 0.000018 time 0.4245 (1.6062) loss 1321.6355 (1308.2303) grad_norm 294.0395 (294.0395) embed_mse 1320.5587 (1307.1537) mask_bce 0.2428 (0.2306) mask_dice 0.8339 (0.8461) mem 21941MB +[2025-12-25 06:51:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][20/1573] eta 0:32:20 lr 0.000018 time 0.4233 (1.2493) loss 1361.5638 (1312.9160) grad_norm 174.2149 (234.1272) embed_mse 1360.4724 (1311.8394) mask_bce 0.2538 (0.2322) mask_dice 0.8376 (0.8444) mem 21941MB +[2025-12-25 06:51:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][30/1573] eta 0:25:49 lr 0.000018 time 0.4455 (1.0044) loss 1359.9568 (1309.9260) grad_norm 173.6814 (213.9786) embed_mse 1358.8425 (1308.8470) mask_bce 0.2989 (0.2384) mask_dice 0.8153 (0.8406) mem 21941MB +[2025-12-25 06:51:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][40/1573] eta 0:25:10 lr 0.000018 time 0.4242 (0.9853) loss 1281.0031 (1311.7530) grad_norm 216.3263 (220.8186) embed_mse 1279.9301 (1310.6674) mask_bce 0.2301 (0.2424) mask_dice 0.8429 (0.8432) mem 21941MB +[2025-12-25 06:51:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][50/1573] eta 0:24:11 lr 0.000018 time 0.4395 (0.9531) loss 1322.5724 (1312.8436) grad_norm 203.7271 (217.9701) embed_mse 1321.5029 (1311.7576) mask_bce 0.2338 (0.2437) mask_dice 0.8356 (0.8423) mem 21941MB +[2025-12-25 06:52:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][60/1573] eta 0:24:44 lr 0.000018 time 0.4284 (0.9812) loss 1300.1246 (1311.5702) grad_norm 416.2204 (246.2915) embed_mse 1299.0527 (1310.4837) mask_bce 0.2350 (0.2444) mask_dice 0.8369 (0.8421) mem 21941MB +[2025-12-25 06:52:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][70/1573] eta 0:23:07 lr 0.000018 time 0.4363 (0.9229) loss 1268.8657 (1309.8418) grad_norm 265.3033 (248.6680) embed_mse 1267.7715 (1308.7540) mask_bce 0.2924 (0.2459) mask_dice 0.8019 (0.8419) mem 21941MB +[2025-12-25 06:52:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][80/1573] eta 0:22:43 lr 0.000018 time 0.4283 (0.9131) loss 1310.2618 (1310.3390) grad_norm 417.1541 (260.1794) embed_mse 1309.1984 (1309.2521) mask_bce 0.1959 (0.2441) mask_dice 0.8677 (0.8427) mem 21941MB +[2025-12-25 06:52:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][90/1573] eta 0:21:17 lr 0.000018 time 0.4714 (0.8615) loss 1329.5571 (1310.8828) grad_norm 224.5323 (256.9387) embed_mse 1328.4525 (1309.7965) mask_bce 0.2645 (0.2443) mask_dice 0.8402 (0.8420) mem 21941MB +[2025-12-25 06:52:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][100/1573] eta 0:21:20 lr 0.000018 time 0.4258 (0.8692) loss 1309.7609 (1311.0720) grad_norm 297.6903 (260.3347) embed_mse 1308.6765 (1309.9854) mask_bce 0.2662 (0.2448) mask_dice 0.8181 (0.8418) mem 21941MB +[2025-12-25 06:52:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][110/1573] eta 0:22:08 lr 0.000018 time 0.4257 (0.9082) loss 1290.6080 (1311.0373) grad_norm 192.1479 (255.0895) embed_mse 1289.5364 (1309.9500) mask_bce 0.2327 (0.2449) mask_dice 0.8389 (0.8423) mem 21941MB +[2025-12-25 06:52:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][120/1573] eta 0:21:27 lr 0.000018 time 0.4267 (0.8861) loss 1331.0516 (1310.9009) grad_norm 266.0506 (248.7595) embed_mse 1330.0168 (1309.8140) mask_bce 0.2021 (0.2443) mask_dice 0.8326 (0.8425) mem 21941MB +[2025-12-25 06:53:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][130/1573] eta 0:20:49 lr 0.000018 time 0.4657 (0.8658) loss 1298.9688 (1311.2785) grad_norm 184.0266 (244.7137) embed_mse 1297.8535 (1310.1915) mask_bce 0.2922 (0.2449) mask_dice 0.8229 (0.8421) mem 21941MB +[2025-12-25 06:53:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][140/1573] eta 0:20:16 lr 0.000018 time 0.4279 (0.8486) loss 1321.5386 (1311.3756) grad_norm 170.1791 (240.3293) embed_mse 1320.4685 (1310.2882) mask_bce 0.2087 (0.2454) mask_dice 0.8613 (0.8420) mem 21941MB +[2025-12-25 06:53:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][150/1573] eta 0:20:14 lr 0.000018 time 0.4346 (0.8534) loss 1245.5525 (1311.4550) grad_norm 140.7149 (234.7951) embed_mse 1244.4985 (1310.3670) mask_bce 0.2196 (0.2458) mask_dice 0.8344 (0.8422) mem 21941MB +[2025-12-25 06:53:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][160/1573] eta 0:19:30 lr 0.000018 time 0.4267 (0.8283) loss 1357.0457 (1311.1031) grad_norm 185.4223 (231.7100) embed_mse 1355.9635 (1310.0161) mask_bce 0.2529 (0.2449) mask_dice 0.8292 (0.8421) mem 21941MB +[2025-12-25 06:53:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][170/1573] eta 0:19:43 lr 0.000018 time 0.4688 (0.8435) loss 1334.5939 (1309.9037) grad_norm 146.9851 (227.6755) embed_mse 1333.5281 (1308.8168) mask_bce 0.2191 (0.2447) mask_dice 0.8467 (0.8422) mem 21941MB +[2025-12-25 06:53:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][180/1573] eta 0:20:25 lr 0.000018 time 0.4693 (0.8795) loss 1343.1014 (1309.7320) grad_norm 186.6830 (225.8122) embed_mse 1342.0165 (1308.6447) mask_bce 0.2338 (0.2452) mask_dice 0.8511 (0.8421) mem 21941MB +[2025-12-25 06:53:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][190/1573] eta 0:20:00 lr 0.000018 time 0.4668 (0.8681) loss 1255.9386 (1309.0289) grad_norm 176.2986 (223.6594) embed_mse 1254.8519 (1307.9415) mask_bce 0.2209 (0.2456) mask_dice 0.8658 (0.8419) mem 21941MB +[2025-12-25 06:54:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][200/1573] eta 0:19:52 lr 0.000017 time 0.4533 (0.8688) loss 1225.3116 (1308.6670) grad_norm 241.2564 (222.6320) embed_mse 1224.2886 (1307.5796) mask_bce 0.1857 (0.2456) mask_dice 0.8374 (0.8418) mem 21941MB +[2025-12-25 06:54:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][210/1573] eta 0:19:29 lr 0.000017 time 2.5177 (0.8581) loss 1290.1167 (1308.8768) grad_norm 193.6256 (221.5163) embed_mse 1289.0319 (1307.7890) mask_bce 0.2568 (0.2458) mask_dice 0.8281 (0.8420) mem 21941MB +[2025-12-25 06:54:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][220/1573] eta 0:18:59 lr 0.000017 time 0.4392 (0.8425) loss 1359.1144 (1309.9347) grad_norm 235.1542 (222.0215) embed_mse 1358.0381 (1308.8470) mask_bce 0.2298 (0.2459) mask_dice 0.8464 (0.8418) mem 21941MB +[2025-12-25 06:54:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][230/1573] eta 0:18:27 lr 0.000017 time 0.4227 (0.8244) loss 1348.4834 (1310.9008) grad_norm 197.6960 (221.1527) embed_mse 1347.3676 (1309.8130) mask_bce 0.2694 (0.2457) mask_dice 0.8465 (0.8421) mem 21941MB +[2025-12-25 06:54:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][240/1573] eta 0:18:13 lr 0.000017 time 0.4447 (0.8202) loss 1258.3009 (1310.2912) grad_norm 224.4873 (221.7591) embed_mse 1257.2190 (1309.2040) mask_bce 0.2340 (0.2449) mask_dice 0.8480 (0.8422) mem 21941MB +[2025-12-25 06:54:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][250/1573] eta 0:18:06 lr 0.000017 time 0.4425 (0.8210) loss 1328.8157 (1310.4147) grad_norm 244.0719 (222.4788) embed_mse 1327.7454 (1309.3279) mask_bce 0.2191 (0.2444) mask_dice 0.8512 (0.8424) mem 21941MB +[2025-12-25 06:54:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][260/1573] eta 0:18:17 lr 0.000017 time 0.4243 (0.8357) loss 1301.7150 (1310.3681) grad_norm 173.3527 (220.9436) embed_mse 1300.6487 (1309.2811) mask_bce 0.2027 (0.2444) mask_dice 0.8636 (0.8426) mem 21941MB +[2025-12-25 06:54:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][270/1573] eta 0:17:49 lr 0.000017 time 0.4336 (0.8207) loss 1389.7981 (1310.3574) grad_norm 237.1654 (221.4352) embed_mse 1388.7118 (1309.2704) mask_bce 0.2466 (0.2447) mask_dice 0.8397 (0.8423) mem 21941MB +[2025-12-25 06:55:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][280/1573] eta 0:18:07 lr 0.000017 time 0.4241 (0.8409) loss 1323.9757 (1310.4464) grad_norm 224.8576 (222.9920) embed_mse 1322.8988 (1309.3594) mask_bce 0.2242 (0.2447) mask_dice 0.8527 (0.8423) mem 21941MB +[2025-12-25 06:55:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][290/1573] eta 0:18:12 lr 0.000017 time 0.4235 (0.8512) loss 1282.3422 (1310.9830) grad_norm 417.8141 (228.4038) embed_mse 1281.2775 (1309.8961) mask_bce 0.2280 (0.2446) mask_dice 0.8367 (0.8424) mem 21941MB +[2025-12-25 06:55:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][300/1573] eta 0:17:53 lr 0.000017 time 0.4214 (0.8431) loss 1256.3242 (1310.6867) grad_norm 272.6239 (229.5989) embed_mse 1255.2242 (1309.5994) mask_bce 0.2646 (0.2451) mask_dice 0.8353 (0.8422) mem 21941MB +[2025-12-25 06:55:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][310/1573] eta 0:17:35 lr 0.000017 time 0.4258 (0.8357) loss 1330.0944 (1310.5463) grad_norm 244.5634 (229.9927) embed_mse 1329.0204 (1309.4593) mask_bce 0.2303 (0.2446) mask_dice 0.8437 (0.8424) mem 21941MB +[2025-12-25 06:55:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][320/1573] eta 0:17:49 lr 0.000017 time 0.4250 (0.8532) loss 1341.3439 (1310.3944) grad_norm 175.4216 (231.3080) embed_mse 1340.2483 (1309.3075) mask_bce 0.2522 (0.2445) mask_dice 0.8434 (0.8424) mem 21941MB +[2025-12-25 06:55:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][330/1573] eta 0:17:33 lr 0.000017 time 0.4229 (0.8478) loss 1311.2904 (1310.7132) grad_norm 221.3999 (231.0663) embed_mse 1310.2327 (1309.6261) mask_bce 0.1925 (0.2447) mask_dice 0.8653 (0.8424) mem 21941MB +[2025-12-25 06:55:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][340/1573] eta 0:17:32 lr 0.000017 time 0.4252 (0.8540) loss 1252.9432 (1310.9082) grad_norm 164.4769 (229.4809) embed_mse 1251.8229 (1309.8205) mask_bce 0.2515 (0.2451) mask_dice 0.8689 (0.8425) mem 21941MB +[2025-12-25 06:56:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][350/1573] eta 0:17:10 lr 0.000017 time 0.4241 (0.8430) loss 1269.3732 (1310.9450) grad_norm 237.1093 (229.6582) embed_mse 1268.2759 (1309.8573) mask_bce 0.2606 (0.2453) mask_dice 0.8367 (0.8425) mem 21941MB +[2025-12-25 06:56:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][360/1573] eta 0:16:58 lr 0.000017 time 0.4183 (0.8400) loss 1363.3157 (1311.6006) grad_norm 234.3204 (229.0049) embed_mse 1362.2197 (1310.5129) mask_bce 0.2648 (0.2454) mask_dice 0.8312 (0.8423) mem 21941MB +[2025-12-25 06:56:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][370/1573] eta 0:17:05 lr 0.000017 time 0.4188 (0.8521) loss 1387.5566 (1311.6160) grad_norm 210.8288 (228.6097) embed_mse 1386.4683 (1310.5283) mask_bce 0.2516 (0.2453) mask_dice 0.8368 (0.8425) mem 21941MB +[2025-12-25 06:56:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][380/1573] eta 0:16:43 lr 0.000017 time 0.4283 (0.8412) loss 1319.3795 (1311.7406) grad_norm 220.4646 (228.4364) embed_mse 1318.2646 (1310.6529) mask_bce 0.2864 (0.2454) mask_dice 0.8285 (0.8423) mem 21941MB +[2025-12-25 06:56:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][390/1573] eta 0:16:38 lr 0.000017 time 0.4213 (0.8437) loss 1294.4022 (1311.7076) grad_norm 195.2990 (227.7461) embed_mse 1293.3402 (1310.6199) mask_bce 0.1888 (0.2455) mask_dice 0.8731 (0.8422) mem 21941MB +[2025-12-25 06:56:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][400/1573] eta 0:16:27 lr 0.000017 time 0.4233 (0.8418) loss 1282.1245 (1311.4414) grad_norm 244.5116 (230.1085) embed_mse 1281.0609 (1310.3538) mask_bce 0.2086 (0.2453) mask_dice 0.8549 (0.8423) mem 21941MB +[2025-12-25 06:56:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][410/1573] eta 0:16:15 lr 0.000017 time 0.4288 (0.8389) loss 1324.9410 (1311.4609) grad_norm 253.9588 (230.5761) embed_mse 1323.8398 (1310.3732) mask_bce 0.2625 (0.2453) mask_dice 0.8387 (0.8423) mem 21941MB +[2025-12-25 06:57:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][420/1573] eta 0:16:17 lr 0.000017 time 0.4216 (0.8477) loss 1299.8495 (1311.6034) grad_norm 168.3392 (229.3793) embed_mse 1298.8103 (1310.5160) mask_bce 0.1794 (0.2450) mask_dice 0.8598 (0.8424) mem 21941MB +[2025-12-25 06:57:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][430/1573] eta 0:16:05 lr 0.000017 time 3.3684 (0.8448) loss 1372.8696 (1312.0825) grad_norm 172.2193 (228.3008) embed_mse 1371.7904 (1310.9951) mask_bce 0.2429 (0.2449) mask_dice 0.8363 (0.8425) mem 21941MB +[2025-12-25 06:57:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][440/1573] eta 0:15:47 lr 0.000017 time 0.6946 (0.8359) loss 1321.5273 (1312.2692) grad_norm 301.8867 (228.4073) embed_mse 1320.4342 (1311.1812) mask_bce 0.2633 (0.2458) mask_dice 0.8298 (0.8422) mem 21941MB +[2025-12-25 06:57:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][450/1573] eta 0:15:49 lr 0.000017 time 0.4177 (0.8457) loss 1305.5262 (1312.3497) grad_norm 237.5012 (228.5697) embed_mse 1304.4658 (1311.2617) mask_bce 0.1954 (0.2457) mask_dice 0.8650 (0.8423) mem 21941MB +[2025-12-25 06:57:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][460/1573] eta 0:15:39 lr 0.000017 time 0.4187 (0.8442) loss 1272.0913 (1312.6212) grad_norm 216.4012 (228.3562) embed_mse 1270.9482 (1311.5332) mask_bce 0.2861 (0.2458) mask_dice 0.8571 (0.8422) mem 21941MB +[2025-12-25 06:57:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][470/1573] eta 0:15:31 lr 0.000017 time 0.4222 (0.8442) loss 1325.4735 (1312.8685) grad_norm 343.6089 (230.3433) embed_mse 1324.3107 (1311.7805) mask_bce 0.3303 (0.2458) mask_dice 0.8327 (0.8422) mem 21941MB +[2025-12-25 06:57:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][480/1573] eta 0:15:22 lr 0.000017 time 0.5413 (0.8438) loss 1201.0311 (1312.8449) grad_norm 277.0516 (231.6717) embed_mse 1199.9496 (1311.7567) mask_bce 0.2504 (0.2462) mask_dice 0.8312 (0.8421) mem 21941MB +[2025-12-25 06:58:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][490/1573] eta 0:15:25 lr 0.000017 time 0.4548 (0.8545) loss 1369.7733 (1312.9732) grad_norm 195.7042 (231.0820) embed_mse 1368.7039 (1311.8850) mask_bce 0.2259 (0.2461) mask_dice 0.8437 (0.8421) mem 21941MB +[2025-12-25 06:58:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][500/1573] eta 0:15:08 lr 0.000017 time 0.4223 (0.8468) loss 1355.1998 (1313.3081) grad_norm 173.9206 (230.1601) embed_mse 1354.1398 (1312.2199) mask_bce 0.1967 (0.2460) mask_dice 0.8634 (0.8422) mem 21941MB +[2025-12-25 06:58:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][510/1573] eta 0:15:03 lr 0.000017 time 0.4452 (0.8500) loss 1227.9917 (1313.0272) grad_norm 236.7470 (230.2647) embed_mse 1226.9254 (1311.9391) mask_bce 0.2407 (0.2458) mask_dice 0.8256 (0.8423) mem 21941MB +[2025-12-25 06:58:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][520/1573] eta 0:14:49 lr 0.000017 time 0.4327 (0.8451) loss 1237.3561 (1313.0220) grad_norm 254.7853 (230.1041) embed_mse 1236.2775 (1311.9338) mask_bce 0.2582 (0.2459) mask_dice 0.8204 (0.8423) mem 21941MB +[2025-12-25 06:58:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][530/1573] eta 0:14:42 lr 0.000017 time 1.2450 (0.8456) loss 1337.4717 (1312.7752) grad_norm 195.9980 (229.5874) embed_mse 1336.4030 (1311.6873) mask_bce 0.2230 (0.2456) mask_dice 0.8457 (0.8423) mem 21941MB +[2025-12-25 06:58:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][540/1573] eta 0:14:38 lr 0.000017 time 0.4270 (0.8501) loss 1396.1971 (1312.6275) grad_norm 219.1414 (229.4314) embed_mse 1395.1154 (1311.5397) mask_bce 0.2278 (0.2456) mask_dice 0.8540 (0.8422) mem 21941MB +[2025-12-25 06:58:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][550/1573] eta 0:14:34 lr 0.000017 time 0.4254 (0.8551) loss 1319.8982 (1312.5931) grad_norm 180.0182 (228.7048) embed_mse 1318.7992 (1311.5050) mask_bce 0.2539 (0.2459) mask_dice 0.8451 (0.8422) mem 21941MB +[2025-12-25 06:59:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][560/1573] eta 0:14:20 lr 0.000017 time 0.4194 (0.8494) loss 1309.5560 (1312.3368) grad_norm 198.2023 (228.6575) embed_mse 1308.4839 (1311.2489) mask_bce 0.2131 (0.2457) mask_dice 0.8590 (0.8422) mem 21941MB +[2025-12-25 06:59:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][570/1573] eta 0:14:04 lr 0.000017 time 0.4204 (0.8421) loss 1261.5201 (1312.3186) grad_norm 203.5134 (228.3033) embed_mse 1260.4242 (1311.2304) mask_bce 0.2514 (0.2459) mask_dice 0.8446 (0.8422) mem 21941MB +[2025-12-25 06:59:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][580/1573] eta 0:14:00 lr 0.000017 time 3.3592 (0.8465) loss 1312.5845 (1312.5069) grad_norm 174.8390 (227.5608) embed_mse 1311.4615 (1311.4187) mask_bce 0.2536 (0.2458) mask_dice 0.8693 (0.8424) mem 21941MB +[2025-12-25 06:59:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][590/1573] eta 0:13:50 lr 0.000017 time 0.4234 (0.8448) loss 1359.1559 (1312.6807) grad_norm 237.5606 (227.6978) embed_mse 1358.1045 (1311.5922) mask_bce 0.2062 (0.2462) mask_dice 0.8451 (0.8423) mem 21941MB +[2025-12-25 06:59:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][600/1573] eta 0:13:47 lr 0.000017 time 0.4139 (0.8506) loss 1304.3750 (1312.7368) grad_norm 236.2136 (227.1477) embed_mse 1303.2939 (1311.6483) mask_bce 0.2266 (0.2463) mask_dice 0.8544 (0.8422) mem 21941MB +[2025-12-25 06:59:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][610/1573] eta 0:13:38 lr 0.000017 time 0.4208 (0.8496) loss 1243.2241 (1312.7373) grad_norm 235.7603 (227.2610) embed_mse 1242.1552 (1311.6488) mask_bce 0.2528 (0.2463) mask_dice 0.8161 (0.8422) mem 21941MB +[2025-12-25 06:59:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][620/1573] eta 0:13:29 lr 0.000017 time 0.4200 (0.8498) loss 1269.4016 (1312.5536) grad_norm 156.3871 (226.3406) embed_mse 1268.1268 (1311.4649) mask_bce 0.4249 (0.2465) mask_dice 0.8498 (0.8422) mem 21941MB +[2025-12-25 07:00:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][630/1573] eta 0:13:22 lr 0.000017 time 4.6630 (0.8513) loss 1342.6182 (1312.2767) grad_norm 167.0752 (225.5808) embed_mse 1341.5154 (1311.1881) mask_bce 0.2588 (0.2465) mask_dice 0.8439 (0.8421) mem 21941MB +[2025-12-25 07:00:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][640/1573] eta 0:13:18 lr 0.000017 time 4.8994 (0.8556) loss 1308.2914 (1312.3776) grad_norm 180.3787 (224.4579) embed_mse 1307.2042 (1311.2890) mask_bce 0.2687 (0.2465) mask_dice 0.8184 (0.8421) mem 21941MB +[2025-12-25 07:00:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][650/1573] eta 0:13:04 lr 0.000017 time 0.4279 (0.8500) loss 1330.3804 (1312.3884) grad_norm 217.8891 (224.3768) embed_mse 1329.2921 (1311.2998) mask_bce 0.2797 (0.2465) mask_dice 0.8087 (0.8421) mem 21941MB +[2025-12-25 07:00:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][660/1573] eta 0:12:54 lr 0.000017 time 0.4200 (0.8483) loss 1254.7457 (1312.2302) grad_norm 224.5111 (224.3784) embed_mse 1253.6774 (1311.1416) mask_bce 0.2138 (0.2464) mask_dice 0.8546 (0.8422) mem 21941MB +[2025-12-25 07:00:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][670/1573] eta 0:12:42 lr 0.000017 time 0.4222 (0.8443) loss 1349.1239 (1312.1103) grad_norm 157.9854 (223.5785) embed_mse 1348.0536 (1311.0220) mask_bce 0.2297 (0.2462) mask_dice 0.8406 (0.8421) mem 21941MB +[2025-12-25 07:00:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][680/1573] eta 0:12:41 lr 0.000017 time 0.4197 (0.8523) loss 1303.3784 (1312.0170) grad_norm 190.7988 (222.8660) embed_mse 1302.2987 (1310.9285) mask_bce 0.2480 (0.2466) mask_dice 0.8318 (0.8420) mem 21941MB +[2025-12-25 07:00:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][690/1573] eta 0:12:31 lr 0.000017 time 0.4207 (0.8514) loss 1309.5763 (1312.1171) grad_norm 238.3204 (223.0457) embed_mse 1308.5067 (1311.0286) mask_bce 0.1974 (0.2465) mask_dice 0.8722 (0.8421) mem 21941MB +[2025-12-25 07:01:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][700/1573] eta 0:12:24 lr 0.000017 time 0.4208 (0.8527) loss 1301.1786 (1312.0522) grad_norm 226.5977 (223.0865) embed_mse 1300.0391 (1310.9635) mask_bce 0.2742 (0.2465) mask_dice 0.8653 (0.8421) mem 21941MB +[2025-12-25 07:01:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][710/1573] eta 0:12:12 lr 0.000017 time 0.4200 (0.8489) loss 1341.2461 (1311.9366) grad_norm 143.2660 (222.1795) embed_mse 1340.1801 (1310.8482) mask_bce 0.2051 (0.2462) mask_dice 0.8609 (0.8422) mem 21941MB +[2025-12-25 07:01:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][720/1573] eta 0:12:05 lr 0.000017 time 0.4150 (0.8507) loss 1255.2146 (1311.8860) grad_norm 476.5082 (225.4749) embed_mse 1254.1512 (1310.7976) mask_bce 0.2159 (0.2463) mask_dice 0.8475 (0.8421) mem 21941MB +[2025-12-25 07:01:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][730/1573] eta 0:12:00 lr 0.000017 time 0.4210 (0.8546) loss 1360.5554 (1312.0890) grad_norm 224.3413 (225.4624) embed_mse 1359.4874 (1311.0007) mask_bce 0.2316 (0.2463) mask_dice 0.8363 (0.8420) mem 21941MB +[2025-12-25 07:01:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][740/1573] eta 0:11:47 lr 0.000017 time 0.5588 (0.8490) loss 1335.1345 (1312.0631) grad_norm 176.0608 (224.9254) embed_mse 1334.0875 (1310.9748) mask_bce 0.1745 (0.2462) mask_dice 0.8724 (0.8421) mem 21941MB +[2025-12-25 07:01:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][750/1573] eta 0:11:38 lr 0.000017 time 0.4179 (0.8492) loss 1323.7837 (1312.1195) grad_norm 241.9915 (225.1089) embed_mse 1322.7209 (1311.0312) mask_bce 0.2208 (0.2463) mask_dice 0.8419 (0.8420) mem 21941MB +[2025-12-25 07:01:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][760/1573] eta 0:11:27 lr 0.000017 time 2.1955 (0.8460) loss 1296.8564 (1311.9432) grad_norm 175.8020 (224.6540) embed_mse 1295.7788 (1310.8551) mask_bce 0.2377 (0.2461) mask_dice 0.8400 (0.8421) mem 21941MB +[2025-12-25 07:01:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][770/1573] eta 0:11:16 lr 0.000017 time 0.4230 (0.8421) loss 1285.7499 (1311.7691) grad_norm 248.6159 (224.9036) embed_mse 1284.6296 (1310.6809) mask_bce 0.3152 (0.2462) mask_dice 0.8051 (0.8420) mem 21941MB +[2025-12-25 07:02:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][780/1573] eta 0:11:07 lr 0.000017 time 0.4208 (0.8415) loss 1302.8759 (1311.7996) grad_norm 438.3042 (227.1036) embed_mse 1301.7638 (1310.7113) mask_bce 0.2589 (0.2462) mask_dice 0.8531 (0.8420) mem 21941MB +[2025-12-25 07:02:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][790/1573] eta 0:10:58 lr 0.000017 time 0.4224 (0.8414) loss 1341.0554 (1312.0278) grad_norm 194.1865 (226.7677) embed_mse 1339.9667 (1310.9396) mask_bce 0.2304 (0.2461) mask_dice 0.8583 (0.8421) mem 21941MB +[2025-12-25 07:02:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][800/1573] eta 0:10:48 lr 0.000017 time 0.4226 (0.8385) loss 1303.3473 (1312.0358) grad_norm 290.3944 (227.6904) embed_mse 1302.2562 (1310.9477) mask_bce 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07:02:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][840/1573] eta 0:10:11 lr 0.000017 time 0.4619 (0.8340) loss 1386.4563 (1312.0955) grad_norm 199.5532 (225.9241) embed_mse 1385.4158 (1311.0074) mask_bce 0.1721 (0.2457) mask_dice 0.8684 (0.8423) mem 21941MB +[2025-12-25 07:02:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][850/1573] eta 0:10:00 lr 0.000016 time 1.3104 (0.8302) loss 1318.8531 (1312.1205) grad_norm 175.0501 (225.4442) embed_mse 1317.7786 (1311.0327) mask_bce 0.2249 (0.2455) mask_dice 0.8496 (0.8423) mem 21941MB +[2025-12-25 07:03:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][860/1573] eta 0:09:55 lr 0.000016 time 0.4198 (0.8352) loss 1340.3571 (1312.6252) grad_norm 222.4579 (225.4163) embed_mse 1339.2633 (1311.5373) mask_bce 0.2115 (0.2455) mask_dice 0.8821 (0.8424) mem 21941MB +[2025-12-25 07:03:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][870/1573] eta 0:09:43 lr 0.000016 time 0.4490 (0.8305) loss 1267.7135 (1312.3450) grad_norm 242.6557 (225.5759) embed_mse 1266.6262 (1311.2572) mask_bce 0.2692 (0.2455) mask_dice 0.8182 (0.8424) mem 21941MB +[2025-12-25 07:03:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][880/1573] eta 0:09:32 lr 0.000016 time 0.4182 (0.8263) loss 1320.3124 (1312.5881) grad_norm 207.6327 (226.0242) embed_mse 1319.2188 (1311.5002) mask_bce 0.2600 (0.2455) mask_dice 0.8336 (0.8424) mem 21941MB +[2025-12-25 07:03:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][890/1573] eta 0:09:24 lr 0.000016 time 1.1715 (0.8267) loss 1316.1670 (1312.5891) grad_norm 171.1401 (225.5298) embed_mse 1315.0732 (1311.5013) mask_bce 0.2666 (0.2456) mask_dice 0.8272 (0.8423) mem 21941MB +[2025-12-25 07:03:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][900/1573] eta 0:09:16 lr 0.000016 time 0.4315 (0.8273) loss 1314.9830 (1312.6306) grad_norm 205.9068 (225.3546) embed_mse 1313.9097 (1311.5428) mask_bce 0.2059 (0.2455) mask_dice 0.8675 (0.8423) mem 21941MB +[2025-12-25 07:03:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][910/1573] eta 0:09:09 lr 0.000016 time 1.8480 (0.8295) loss 1339.2538 (1312.7401) grad_norm 180.0712 (224.9538) embed_mse 1338.1473 (1311.6522) mask_bce 0.2720 (0.2455) mask_dice 0.8344 (0.8423) mem 21941MB +[2025-12-25 07:03:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][920/1573] eta 0:08:59 lr 0.000016 time 0.4205 (0.8257) loss 1278.4039 (1312.6647) grad_norm 232.1368 (224.4333) embed_mse 1277.3571 (1311.5769) mask_bce 0.2107 (0.2455) mask_dice 0.8362 (0.8423) mem 21941MB +[2025-12-25 07:03:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][930/1573] eta 0:08:50 lr 0.000016 time 0.4236 (0.8254) loss 1316.3463 (1312.5715) grad_norm 195.9550 (224.1878) embed_mse 1315.2697 (1311.4839) mask_bce 0.2398 (0.2453) mask_dice 0.8368 (0.8424) mem 21941MB +[2025-12-25 07:04:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][940/1573] eta 0:08:42 lr 0.000016 time 0.4188 (0.8249) loss 1342.2039 (1312.7629) grad_norm 258.2014 (224.4785) embed_mse 1341.1150 (1311.6752) mask_bce 0.2459 (0.2454) mask_dice 0.8430 (0.8424) mem 21941MB +[2025-12-25 07:04:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][950/1573] eta 0:08:38 lr 0.000016 time 0.4223 (0.8319) loss 1358.7697 (1312.7693) grad_norm 198.6740 (224.2598) embed_mse 1357.6689 (1311.6816) mask_bce 0.2783 (0.2454) mask_dice 0.8224 (0.8423) mem 21941MB +[2025-12-25 07:04:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][960/1573] eta 0:08:27 lr 0.000016 time 0.4220 (0.8277) loss 1339.7896 (1312.6383) grad_norm 177.1794 (223.6852) embed_mse 1338.7227 (1311.5505) mask_bce 0.2121 (0.2454) mask_dice 0.8548 (0.8424) mem 21941MB +[2025-12-25 07:04:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][970/1573] eta 0:08:17 lr 0.000016 time 0.4236 (0.8244) loss 1347.7156 (1312.8572) grad_norm 208.3965 (223.5589) embed_mse 1346.6013 (1311.7694) mask_bce 0.2782 (0.2455) mask_dice 0.8360 (0.8423) mem 21941MB +[2025-12-25 07:04:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][980/1573] eta 0:08:07 lr 0.000016 time 0.4226 (0.8219) loss 1357.5699 (1312.9716) grad_norm 157.5693 (223.0179) embed_mse 1356.4885 (1311.8839) mask_bce 0.2510 (0.2454) mask_dice 0.8305 (0.8423) mem 21941MB +[2025-12-25 07:04:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][990/1573] eta 0:08:02 lr 0.000016 time 0.4216 (0.8276) loss 1321.4784 (1312.8471) grad_norm 231.4107 (223.0862) embed_mse 1320.3934 (1311.7596) mask_bce 0.2570 (0.2452) mask_dice 0.8278 (0.8424) mem 21941MB +[2025-12-25 07:04:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1000/1573] eta 0:07:54 lr 0.000016 time 0.4176 (0.8281) loss 1338.6757 (1312.7563) grad_norm 206.1351 (223.2045) embed_mse 1337.5850 (1311.6687) mask_bce 0.2582 (0.2453) mask_dice 0.8325 (0.8423) mem 21941MB +[2025-12-25 07:05:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1010/1573] eta 0:07:46 lr 0.000016 time 0.4231 (0.8283) loss 1237.5239 (1312.5859) grad_norm 185.2640 (222.9034) embed_mse 1236.4452 (1311.4985) mask_bce 0.2550 (0.2452) mask_dice 0.8237 (0.8423) mem 21941MB +[2025-12-25 07:05:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1020/1573] eta 0:07:37 lr 0.000016 time 0.4207 (0.8273) loss 1349.7333 (1312.6208) grad_norm 158.7420 (222.3982) embed_mse 1348.6246 (1311.5334) mask_bce 0.2854 (0.2452) mask_dice 0.8233 (0.8422) mem 21941MB +[2025-12-25 07:05:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1030/1573] eta 0:07:28 lr 0.000016 time 0.4234 (0.8254) loss 1268.2053 (1312.3615) grad_norm 194.0322 (222.1766) embed_mse 1267.0983 (1311.2741) mask_bce 0.2895 (0.2452) mask_dice 0.8175 (0.8422) mem 21941MB +[2025-12-25 07:05:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1040/1573] eta 0:07:17 lr 0.000016 time 0.4290 (0.8215) loss 1250.2662 (1312.3413) grad_norm 202.9742 (222.1345) embed_mse 1249.2107 (1311.2538) mask_bce 0.2175 (0.2453) mask_dice 0.8381 (0.8421) mem 21941MB +[2025-12-25 07:05:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1050/1573] eta 0:07:11 lr 0.000016 time 0.4233 (0.8244) loss 1385.5016 (1312.3689) grad_norm 352.3755 (223.1287) embed_mse 1384.3842 (1311.2814) mask_bce 0.2913 (0.2454) mask_dice 0.8261 (0.8421) mem 21941MB +[2025-12-25 07:05:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1060/1573] eta 0:07:03 lr 0.000016 time 0.4214 (0.8260) loss 1334.1532 (1312.3454) grad_norm 178.3726 (222.7896) embed_mse 1333.0693 (1311.2578) mask_bce 0.2301 (0.2455) mask_dice 0.8538 (0.8421) mem 21941MB +[2025-12-25 07:05:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1070/1573] eta 0:06:54 lr 0.000016 time 1.1631 (0.8250) loss 1261.3458 (1312.3375) grad_norm 247.9724 (222.9790) embed_mse 1260.2676 (1311.2497) mask_bce 0.2307 (0.2456) mask_dice 0.8475 (0.8421) mem 21941MB +[2025-12-25 07:05:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1080/1573] eta 0:06:46 lr 0.000016 time 0.4266 (0.8252) loss 1370.4475 (1312.4052) grad_norm 333.3349 (223.4850) embed_mse 1369.3384 (1311.3174) mask_bce 0.2732 (0.2456) mask_dice 0.8360 (0.8422) mem 21941MB +[2025-12-25 07:06:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1090/1573] eta 0:06:36 lr 0.000016 time 0.4259 (0.8216) loss 1305.1422 (1312.2751) grad_norm 322.5747 (224.2136) embed_mse 1304.0468 (1311.1873) mask_bce 0.2401 (0.2456) mask_dice 0.8554 (0.8422) mem 21941MB +[2025-12-25 07:06:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1100/1573] eta 0:06:32 lr 0.000016 time 8.2123 (0.8294) loss 1298.7888 (1312.3672) grad_norm 282.5023 (224.6391) embed_mse 1297.6924 (1311.2795) mask_bce 0.2705 (0.2456) mask_dice 0.8260 (0.8422) mem 21941MB +[2025-12-25 07:06:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1110/1573] eta 0:06:22 lr 0.000016 time 0.4308 (0.8270) loss 1308.7823 (1312.4635) grad_norm 234.3217 (224.7092) embed_mse 1307.6653 (1311.3758) mask_bce 0.2976 (0.2456) mask_dice 0.8195 (0.8421) mem 21941MB +[2025-12-25 07:06:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1120/1573] eta 0:06:13 lr 0.000016 time 0.4217 (0.8235) loss 1340.0267 (1312.5894) grad_norm 156.4758 (224.3016) embed_mse 1338.6385 (1311.5014) mask_bce 0.5320 (0.2458) mask_dice 0.8561 (0.8421) mem 21941MB +[2025-12-25 07:06:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1130/1573] eta 0:06:04 lr 0.000016 time 1.3155 (0.8227) loss 1324.1360 (1312.7716) grad_norm 193.6285 (224.0840) embed_mse 1323.0863 (1311.6837) mask_bce 0.2050 (0.2457) mask_dice 0.8448 (0.8422) mem 21941MB +[2025-12-25 07:06:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1140/1573] eta 0:05:56 lr 0.000016 time 0.4426 (0.8242) loss 1356.6971 (1312.8892) grad_norm 157.5138 (223.6152) embed_mse 1355.6473 (1311.8012) mask_bce 0.2150 (0.2458) mask_dice 0.8347 (0.8421) mem 21941MB +[2025-12-25 07:06:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1150/1573] eta 0:05:48 lr 0.000016 time 0.4581 (0.8247) loss 1310.9315 (1312.7129) grad_norm 272.0486 (223.9539) embed_mse 1309.8608 (1311.6251) mask_bce 0.2296 (0.2457) mask_dice 0.8411 (0.8421) mem 21941MB +[2025-12-25 07:07:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1160/1573] eta 0:05:41 lr 0.000016 time 0.4494 (0.8266) loss 1342.5896 (1312.6106) grad_norm 238.4039 (223.8135) embed_mse 1341.5165 (1311.5229) mask_bce 0.2186 (0.2456) mask_dice 0.8545 (0.8421) mem 21941MB +[2025-12-25 07:07:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1170/1573] eta 0:05:31 lr 0.000016 time 0.6272 (0.8234) loss 1272.1150 (1312.4701) grad_norm 235.3696 (223.8926) embed_mse 1271.0500 (1311.3824) mask_bce 0.2221 (0.2456) mask_dice 0.8429 (0.8420) mem 21941MB +[2025-12-25 07:07:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1180/1573] eta 0:05:23 lr 0.000016 time 0.5742 (0.8221) loss 1250.8622 (1312.3535) grad_norm 168.7576 (223.5176) embed_mse 1249.7804 (1311.2658) mask_bce 0.2388 (0.2456) mask_dice 0.8429 (0.8420) mem 21941MB +[2025-12-25 07:07:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1190/1573] eta 0:05:14 lr 0.000016 time 0.4277 (0.8222) loss 1217.6542 (1312.2475) grad_norm 330.0465 (224.2374) embed_mse 1216.5513 (1311.1598) mask_bce 0.2853 (0.2457) mask_dice 0.8176 (0.8420) mem 21941MB +[2025-12-25 07:07:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1200/1573] eta 0:05:06 lr 0.000016 time 0.4217 (0.8225) loss 1286.7954 (1312.2102) grad_norm 189.6034 (223.9229) embed_mse 1285.7296 (1311.1226) mask_bce 0.2304 (0.2456) mask_dice 0.8353 (0.8420) mem 21941MB +[2025-12-25 07:07:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1210/1573] eta 0:04:57 lr 0.000016 time 0.4502 (0.8194) loss 1277.1785 (1312.3057) grad_norm 151.8804 (223.4458) embed_mse 1276.1389 (1311.2181) mask_bce 0.1879 (0.2457) mask_dice 0.8516 (0.8419) mem 21941MB +[2025-12-25 07:07:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1220/1573] eta 0:04:48 lr 0.000016 time 0.4280 (0.8185) loss 1340.1624 (1312.4882) grad_norm 271.5390 (223.7622) embed_mse 1339.1133 (1311.4006) mask_bce 0.2071 (0.2456) mask_dice 0.8419 (0.8419) mem 21941MB +[2025-12-25 07:07:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1230/1573] eta 0:04:41 lr 0.000016 time 0.4446 (0.8206) loss 1230.6501 (1312.4436) grad_norm 314.4000 (224.3546) embed_mse 1229.5685 (1311.3560) mask_bce 0.2552 (0.2456) mask_dice 0.8264 (0.8419) mem 21941MB +[2025-12-25 07:08:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1240/1573] eta 0:04:32 lr 0.000016 time 0.4351 (0.8175) loss 1342.2609 (1312.4633) grad_norm 231.4541 (224.6418) embed_mse 1341.1536 (1311.3758) mask_bce 0.2919 (0.2457) mask_dice 0.8155 (0.8419) mem 21941MB +[2025-12-25 07:08:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1250/1573] eta 0:04:24 lr 0.000016 time 0.4269 (0.8182) loss 1343.3708 (1312.2701) grad_norm 185.6078 (224.3916) embed_mse 1342.2765 (1311.1824) mask_bce 0.2376 (0.2458) mask_dice 0.8567 (0.8419) mem 21941MB +[2025-12-25 07:08:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1260/1573] eta 0:04:16 lr 0.000016 time 0.4232 (0.8189) loss 1351.2480 (1312.3880) grad_norm 178.5715 (224.0998) embed_mse 1350.1504 (1311.3003) mask_bce 0.2619 (0.2458) mask_dice 0.8358 (0.8419) mem 21941MB +[2025-12-25 07:08:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1270/1573] eta 0:04:07 lr 0.000016 time 0.4290 (0.8165) loss 1274.6675 (1312.2640) grad_norm 227.5008 (224.1213) embed_mse 1273.6166 (1311.1763) mask_bce 0.1961 (0.2458) mask_dice 0.8549 (0.8419) mem 21941MB +[2025-12-25 07:08:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1280/1573] eta 0:03:59 lr 0.000016 time 0.4219 (0.8179) loss 1267.9669 (1312.1569) grad_norm 138.6107 (224.3011) embed_mse 1266.7573 (1311.0691) mask_bce 0.3730 (0.2459) mask_dice 0.8367 (0.8419) mem 21941MB +[2025-12-25 07:08:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1290/1573] eta 0:03:52 lr 0.000016 time 0.4294 (0.8205) loss 1344.1107 (1312.1520) grad_norm 177.8234 (224.0124) embed_mse 1343.0208 (1311.0641) mask_bce 0.2495 (0.2460) mask_dice 0.8404 (0.8419) mem 21941MB +[2025-12-25 07:08:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1300/1573] eta 0:03:43 lr 0.000016 time 0.4237 (0.8189) loss 1273.8994 (1312.1072) grad_norm 287.4951 (224.4043) embed_mse 1272.8195 (1311.0194) mask_bce 0.2498 (0.2459) mask_dice 0.8302 (0.8419) mem 21941MB +[2025-12-25 07:09:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1310/1573] eta 0:03:36 lr 0.000016 time 0.4258 (0.8229) loss 1395.6160 (1312.3405) grad_norm 202.3707 (224.2691) embed_mse 1394.5532 (1311.2528) mask_bce 0.1963 (0.2458) mask_dice 0.8664 (0.8419) mem 21941MB +[2025-12-25 07:09:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1320/1573] eta 0:03:28 lr 0.000016 time 0.4304 (0.8234) loss 1264.8817 (1312.2486) grad_norm 198.1641 (223.8707) embed_mse 1263.8268 (1311.1608) mask_bce 0.2021 (0.2459) mask_dice 0.8529 (0.8419) mem 21941MB +[2025-12-25 07:09:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1330/1573] eta 0:03:20 lr 0.000016 time 0.4590 (0.8236) loss 1309.2640 (1312.3475) grad_norm 310.3383 (224.3916) embed_mse 1308.1921 (1311.2593) mask_bce 0.2340 (0.2463) mask_dice 0.8379 (0.8420) mem 21941MB +[2025-12-25 07:09:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1340/1573] eta 0:03:12 lr 0.000016 time 0.4280 (0.8253) loss 1279.3807 (1312.2786) grad_norm 304.7275 (224.8726) embed_mse 1278.3129 (1311.1904) mask_bce 0.2310 (0.2462) mask_dice 0.8368 (0.8420) mem 21941MB +[2025-12-25 07:09:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1350/1573] eta 0:03:04 lr 0.000016 time 0.4274 (0.8291) loss 1270.9915 (1312.1670) grad_norm 188.4818 (224.6560) embed_mse 1269.9276 (1311.0788) mask_bce 0.2223 (0.2462) mask_dice 0.8415 (0.8420) mem 21941MB +[2025-12-25 07:09:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1360/1573] eta 0:02:56 lr 0.000016 time 4.4862 (0.8293) loss 1318.1614 (1312.3506) grad_norm 290.6556 (224.9588) embed_mse 1317.0770 (1311.2625) mask_bce 0.2672 (0.2462) mask_dice 0.8172 (0.8420) mem 21941MB +[2025-12-25 07:10:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1370/1573] eta 0:02:48 lr 0.000016 time 0.4215 (0.8307) loss 1296.4131 (1312.3363) grad_norm 186.5758 (224.7344) embed_mse 1295.3016 (1311.2482) mask_bce 0.2810 (0.2462) mask_dice 0.8304 (0.8419) mem 21941MB +[2025-12-25 07:10:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1380/1573] eta 0:02:40 lr 0.000016 time 4.6258 (0.8313) loss 1267.6813 (1312.0933) grad_norm 185.9882 (224.5091) embed_mse 1266.5825 (1311.0052) mask_bce 0.2703 (0.2462) mask_dice 0.8285 (0.8419) mem 21941MB +[2025-12-25 07:10:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1390/1573] eta 0:02:31 lr 0.000016 time 0.4191 (0.8295) loss 1281.4734 (1311.9948) grad_norm 157.7670 (224.1233) embed_mse 1280.4104 (1310.9067) mask_bce 0.2106 (0.2462) mask_dice 0.8524 (0.8419) mem 21941MB +[2025-12-25 07:10:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1400/1573] eta 0:02:23 lr 0.000016 time 4.8151 (0.8322) loss 1332.5826 (1311.8283) grad_norm 279.3472 (224.3478) embed_mse 1331.5065 (1310.7403) mask_bce 0.2119 (0.2461) mask_dice 0.8643 (0.8419) mem 21941MB +[2025-12-25 07:10:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1410/1573] eta 0:02:15 lr 0.000016 time 0.4253 (0.8302) loss 1297.3031 (1311.8538) grad_norm 283.1534 (224.6819) embed_mse 1296.2490 (1310.7658) mask_bce 0.1987 (0.2460) mask_dice 0.8553 (0.8419) mem 21941MB +[2025-12-25 07:10:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1420/1573] eta 0:02:07 lr 0.000016 time 0.4443 (0.8312) loss 1275.9395 (1311.7102) grad_norm 182.5538 (224.4439) embed_mse 1274.8533 (1310.6222) mask_bce 0.2646 (0.2460) mask_dice 0.8216 (0.8419) mem 21941MB +[2025-12-25 07:11:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1430/1573] eta 0:01:59 lr 0.000016 time 5.8439 (0.8342) loss 1340.9869 (1311.9622) grad_norm 387.7158 (225.3612) embed_mse 1339.9307 (1310.8742) mask_bce 0.2071 (0.2460) mask_dice 0.8491 (0.8420) mem 21941MB +[2025-12-25 07:11:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1440/1573] eta 0:01:51 lr 0.000016 time 0.4283 (0.8360) loss 1317.9869 (1312.0537) grad_norm 189.5732 (224.8440) embed_mse 1316.8979 (1310.9657) mask_bce 0.2501 (0.2461) mask_dice 0.8389 (0.8420) mem 21941MB +[2025-12-25 07:11:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1450/1573] eta 0:01:42 lr 0.000016 time 0.4253 (0.8359) loss 1293.9183 (1312.0150) grad_norm 242.0122 (224.9389) embed_mse 1292.8528 (1310.9271) mask_bce 0.2251 (0.2459) mask_dice 0.8404 (0.8420) mem 21941MB +[2025-12-25 07:11:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1460/1573] eta 0:01:34 lr 0.000016 time 0.4225 (0.8341) loss 1263.2468 (1311.9799) grad_norm 209.3407 (224.8531) embed_mse 1262.1564 (1310.8918) mask_bce 0.2469 (0.2460) mask_dice 0.8436 (0.8420) mem 21941MB +[2025-12-25 07:11:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1470/1573] eta 0:01:25 lr 0.000016 time 0.4202 (0.8316) loss 1386.6892 (1312.1020) grad_norm 147.2384 (224.4290) embed_mse 1385.6077 (1311.0140) mask_bce 0.2461 (0.2460) mask_dice 0.8355 (0.8420) mem 21941MB +[2025-12-25 07:11:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1480/1573] eta 0:01:17 lr 0.000016 time 0.4196 (0.8333) loss 1302.6816 (1312.1066) grad_norm 262.9662 (224.9496) embed_mse 1301.5903 (1311.0186) mask_bce 0.2554 (0.2459) mask_dice 0.8358 (0.8421) mem 21941MB +[2025-12-25 07:11:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1490/1573] eta 0:01:09 lr 0.000016 time 0.4259 (0.8345) loss 1274.0173 (1312.0318) grad_norm 243.9710 (225.0519) embed_mse 1272.8463 (1310.9438) mask_bce 0.2895 (0.2459) mask_dice 0.8815 (0.8421) mem 21941MB +[2025-12-25 07:11:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1500/1573] eta 0:01:00 lr 0.000016 time 0.4251 (0.8345) loss 1294.2751 (1311.9297) grad_norm 222.2560 (225.0370) embed_mse 1293.2106 (1310.8415) mask_bce 0.2277 (0.2461) mask_dice 0.8368 (0.8421) mem 21941MB +[2025-12-25 07:12:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1510/1573] eta 0:00:52 lr 0.000015 time 0.4209 (0.8344) loss 1333.3589 (1312.0043) grad_norm 194.0749 (224.8723) embed_mse 1332.2408 (1310.9161) mask_bce 0.2883 (0.2462) mask_dice 0.8297 (0.8420) mem 21941MB +[2025-12-25 07:12:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1520/1573] eta 0:00:44 lr 0.000015 time 0.4202 (0.8360) loss 1286.1716 (1312.0477) grad_norm 228.7132 (224.8209) embed_mse 1285.1128 (1310.9595) mask_bce 0.2056 (0.2462) mask_dice 0.8532 (0.8420) mem 21941MB +[2025-12-25 07:12:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1530/1573] eta 0:00:35 lr 0.000015 time 0.4217 (0.8369) loss 1353.1324 (1312.0356) grad_norm 163.5997 (224.5004) embed_mse 1352.0587 (1310.9473) mask_bce 0.2511 (0.2463) mask_dice 0.8226 (0.8420) mem 21941MB +[2025-12-25 07:12:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1540/1573] eta 0:00:27 lr 0.000015 time 0.4224 (0.8364) loss 1343.5082 (1312.0357) grad_norm 161.9831 (224.1747) embed_mse 1342.4221 (1310.9474) mask_bce 0.2422 (0.2463) mask_dice 0.8438 (0.8420) mem 21941MB +[2025-12-25 07:12:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1550/1573] eta 0:00:19 lr 0.000015 time 0.6219 (0.8388) loss 1315.8391 (1312.0618) grad_norm 189.8998 (223.9971) embed_mse 1314.7715 (1310.9736) mask_bce 0.2196 (0.2463) mask_dice 0.8480 (0.8420) mem 21941MB +[2025-12-25 07:12:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1560/1573] eta 0:00:10 lr 0.000015 time 0.4199 (0.8385) loss 1321.3992 (1312.0880) grad_norm 321.2288 (224.4214) embed_mse 1320.3287 (1310.9998) mask_bce 0.2207 (0.2462) mask_dice 0.8497 (0.8420) mem 21941MB +[2025-12-25 07:13:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1570/1573] eta 0:00:02 lr 0.000015 time 0.4208 (0.8387) loss 1352.2551 (1312.0655) grad_norm 247.6329 (224.5398) embed_mse 1351.1687 (1310.9774) mask_bce 0.2342 (0.2462) mask_dice 0.8523 (0.8420) mem 21941MB +[2025-12-25 07:13:06 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 18 training takes 0:21:59 +[2025-12-25 07:13:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][0/1573] eta 4:02:13 lr 0.000015 time 9.2395 (9.2395) loss 1340.6847 (1340.6847) grad_norm 0.0000 (0.0000) embed_mse 1339.5833 (1339.5833) mask_bce 0.2315 (0.2315) mask_dice 0.8699 (0.8699) mem 21941MB +[2025-12-25 07:13:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][10/1573] eta 0:43:42 lr 0.000015 time 0.4349 (1.6779) loss 1327.6145 (1318.3098) grad_norm 426.4147 (426.4147) embed_mse 1326.5344 (1317.2304) mask_bce 0.2224 (0.2250) mask_dice 0.8577 (0.8543) mem 21941MB +[2025-12-25 07:13:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][20/1573] eta 0:30:19 lr 0.000015 time 0.4292 (1.1718) loss 1392.9430 (1321.3006) grad_norm 180.2673 (303.3410) embed_mse 1391.7423 (1320.2137) mask_bce 0.3683 (0.2389) mask_dice 0.8324 (0.8480) mem 21941MB +[2025-12-25 07:13:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][30/1573] eta 0:28:04 lr 0.000015 time 0.4317 (1.0920) loss 1295.1422 (1315.7769) grad_norm 197.4136 (268.0319) embed_mse 1294.0942 (1314.6913) mask_bce 0.2012 (0.2413) mask_dice 0.8468 (0.8443) mem 21941MB +[2025-12-25 07:13:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][40/1573] eta 0:29:28 lr 0.000015 time 0.4295 (1.1536) loss 1303.5288 (1318.5463) grad_norm 267.9152 (264.9493) embed_mse 1302.4524 (1317.4566) mask_bce 0.2404 (0.2455) mask_dice 0.8361 (0.8443) mem 21941MB +[2025-12-25 07:14:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][50/1573] eta 0:28:28 lr 0.000015 time 3.2622 (1.1216) loss 1292.8730 (1314.4572) grad_norm 258.5962 (263.8904) embed_mse 1291.7627 (1313.3697) mask_bce 0.2741 (0.2442) mask_dice 0.8363 (0.8433) mem 21941MB +[2025-12-25 07:14:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][60/1573] eta 0:25:44 lr 0.000015 time 0.4374 (1.0208) loss 1285.5920 (1313.0607) grad_norm 232.4805 (259.4033) embed_mse 1284.4707 (1311.9741) mask_bce 0.2924 (0.2433) mask_dice 0.8290 (0.8433) mem 21941MB +[2025-12-25 07:14:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][70/1573] eta 0:26:28 lr 0.000015 time 0.4351 (1.0570) loss 1324.9559 (1311.1303) grad_norm 181.9412 (249.7205) embed_mse 1323.8661 (1310.0447) mask_bce 0.2620 (0.2442) mask_dice 0.8278 (0.8414) mem 21941MB +[2025-12-25 07:14:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][80/1573] eta 0:25:25 lr 0.000015 time 0.4253 (1.0218) loss 1332.3616 (1309.5514) grad_norm 259.9970 (244.2236) embed_mse 1331.2751 (1308.4658) mask_bce 0.2677 (0.2452) mask_dice 0.8187 (0.8404) mem 21941MB +[2025-12-25 07:14:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][90/1573] eta 0:24:07 lr 0.000015 time 0.4255 (0.9763) loss 1269.5654 (1308.8932) grad_norm 154.9552 (236.1083) embed_mse 1268.4855 (1307.8080) mask_bce 0.2395 (0.2450) mask_dice 0.8405 (0.8402) mem 21941MB +[2025-12-25 07:14:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][100/1573] eta 0:23:27 lr 0.000015 time 0.4265 (0.9556) loss 1317.4794 (1310.1276) grad_norm 208.4293 (233.8017) embed_mse 1316.3937 (1309.0424) mask_bce 0.2520 (0.2446) mask_dice 0.8336 (0.8406) mem 21941MB +[2025-12-25 07:14:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][110/1573] eta 0:23:57 lr 0.000015 time 3.0457 (0.9824) loss 1336.3505 (1310.4213) grad_norm 292.8412 (238.3432) embed_mse 1335.2505 (1309.3356) mask_bce 0.2672 (0.2452) mask_dice 0.8328 (0.8405) mem 21941MB +[2025-12-25 07:15:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][120/1573] eta 0:22:51 lr 0.000015 time 0.4202 (0.9437) loss 1302.6687 (1310.8365) grad_norm 151.2740 (231.4466) embed_mse 1301.5874 (1309.7504) mask_bce 0.2226 (0.2463) mask_dice 0.8586 (0.8398) mem 21941MB +[2025-12-25 07:15:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][130/1573] eta 0:21:53 lr 0.000015 time 0.5650 (0.9103) loss 1321.2339 (1311.1727) grad_norm 290.9848 (235.1678) embed_mse 1320.1434 (1310.0851) mask_bce 0.2446 (0.2472) mask_dice 0.8458 (0.8404) mem 21941MB +[2025-12-25 07:15:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][140/1573] eta 0:22:07 lr 0.000015 time 0.6588 (0.9264) loss 1339.4243 (1312.0718) grad_norm 197.9695 (232.9796) embed_mse 1338.3365 (1310.9844) mask_bce 0.2486 (0.2462) mask_dice 0.8391 (0.8412) mem 21941MB +[2025-12-25 07:15:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][150/1573] eta 0:21:29 lr 0.000015 time 0.4258 (0.9062) loss 1380.2012 (1311.9687) grad_norm 235.3013 (233.1086) embed_mse 1379.1259 (1310.8814) mask_bce 0.2312 (0.2462) mask_dice 0.8441 (0.8411) mem 21941MB +[2025-12-25 07:15:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][160/1573] eta 0:20:57 lr 0.000015 time 0.4233 (0.8897) loss 1294.5306 (1312.8431) grad_norm 172.6452 (226.3992) embed_mse 1293.4479 (1311.7563) mask_bce 0.2413 (0.2452) mask_dice 0.8414 (0.8416) mem 21941MB +[2025-12-25 07:15:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][170/1573] eta 0:20:13 lr 0.000015 time 0.4270 (0.8646) loss 1316.2478 (1312.7660) grad_norm 316.2598 (230.6783) embed_mse 1315.1792 (1311.6788) mask_bce 0.2122 (0.2457) mask_dice 0.8563 (0.8415) mem 21941MB +[2025-12-25 07:15:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][180/1573] eta 0:20:05 lr 0.000015 time 0.4225 (0.8652) loss 1291.4697 (1313.3102) grad_norm 244.5396 (231.3083) embed_mse 1290.2230 (1312.2225) mask_bce 0.3732 (0.2456) mask_dice 0.8735 (0.8420) mem 21941MB +[2025-12-25 07:15:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][190/1573] eta 0:19:53 lr 0.000015 time 0.4197 (0.8626) loss 1303.7836 (1312.7734) grad_norm 191.9780 (229.5983) embed_mse 1302.7079 (1311.6860) mask_bce 0.2365 (0.2452) mask_dice 0.8392 (0.8422) mem 21941MB +[2025-12-25 07:15:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][200/1573] eta 0:19:37 lr 0.000015 time 3.3973 (0.8573) loss 1313.1261 (1313.7010) grad_norm 231.2174 (229.2139) embed_mse 1312.0164 (1312.6126) mask_bce 0.2664 (0.2463) mask_dice 0.8434 (0.8422) mem 21941MB +[2025-12-25 07:16:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][210/1573] eta 0:19:18 lr 0.000015 time 0.4187 (0.8500) loss 1304.1838 (1313.5891) grad_norm 181.2461 (227.3690) embed_mse 1303.0643 (1312.4998) mask_bce 0.2839 (0.2475) mask_dice 0.8356 (0.8418) mem 21941MB +[2025-12-25 07:16:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][220/1573] eta 0:18:44 lr 0.000015 time 0.4244 (0.8308) loss 1375.0908 (1313.4674) grad_norm 199.1224 (226.3228) embed_mse 1373.9358 (1312.3779) mask_bce 0.2951 (0.2479) mask_dice 0.8600 (0.8417) mem 21941MB +[2025-12-25 07:16:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][230/1573] eta 0:18:12 lr 0.000015 time 0.4223 (0.8134) loss 1243.7291 (1312.8897) grad_norm 161.2263 (223.9980) embed_mse 1242.6208 (1311.8001) mask_bce 0.2708 (0.2484) mask_dice 0.8376 (0.8412) mem 21941MB +[2025-12-25 07:16:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][240/1573] eta 0:17:57 lr 0.000015 time 0.6889 (0.8082) loss 1306.1594 (1313.5899) grad_norm 188.1654 (221.5668) embed_mse 1305.0964 (1312.5010) mask_bce 0.2148 (0.2478) mask_dice 0.8483 (0.8411) mem 21941MB +[2025-12-25 07:16:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][250/1573] eta 0:17:51 lr 0.000015 time 0.4531 (0.8099) loss 1276.6486 (1313.2763) grad_norm 261.1344 (222.8432) embed_mse 1275.5339 (1312.1875) mask_bce 0.2836 (0.2477) mask_dice 0.8310 (0.8411) mem 21941MB +[2025-12-25 07:16:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][260/1573] eta 0:17:24 lr 0.000015 time 0.4239 (0.7954) loss 1401.0576 (1313.1096) grad_norm 173.8892 (221.3134) embed_mse 1399.9625 (1312.0212) mask_bce 0.2470 (0.2474) mask_dice 0.8480 (0.8411) mem 21941MB +[2025-12-25 07:16:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][270/1573] eta 0:17:40 lr 0.000015 time 0.4198 (0.8139) loss 1372.3030 (1312.8748) grad_norm 174.8605 (219.9057) embed_mse 1371.2128 (1311.7866) mask_bce 0.2612 (0.2468) mask_dice 0.8290 (0.8414) mem 21941MB +[2025-12-25 07:16:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][280/1573] eta 0:17:18 lr 0.000015 time 0.4237 (0.8030) loss 1274.2885 (1312.3308) grad_norm 224.7126 (219.8879) embed_mse 1273.2208 (1311.2425) mask_bce 0.2208 (0.2471) mask_dice 0.8468 (0.8412) mem 21941MB +[2025-12-25 07:16:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][290/1573] eta 0:17:08 lr 0.000015 time 0.4491 (0.8013) loss 1232.4841 (1311.6886) grad_norm 291.3456 (221.8729) embed_mse 1231.4039 (1310.6002) mask_bce 0.2378 (0.2470) mask_dice 0.8424 (0.8414) mem 21941MB +[2025-12-25 07:17:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][300/1573] eta 0:16:44 lr 0.000015 time 0.4237 (0.7889) loss 1289.8678 (1311.7181) grad_norm 201.8880 (221.3327) embed_mse 1288.8021 (1310.6298) mask_bce 0.2514 (0.2468) mask_dice 0.8144 (0.8415) mem 21941MB +[2025-12-25 07:17:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][310/1573] eta 0:16:46 lr 0.000015 time 0.4525 (0.7970) loss 1255.2197 (1311.5834) grad_norm 270.6085 (222.6295) embed_mse 1254.1531 (1310.4957) mask_bce 0.2200 (0.2460) mask_dice 0.8467 (0.8417) mem 21941MB +[2025-12-25 07:17:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][320/1573] eta 0:16:24 lr 0.000015 time 0.4211 (0.7855) loss 1345.2883 (1311.6966) grad_norm 190.6060 (223.5629) embed_mse 1344.1989 (1310.6089) mask_bce 0.2405 (0.2460) mask_dice 0.8490 (0.8418) mem 21941MB +[2025-12-25 07:17:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][330/1573] eta 0:16:11 lr 0.000015 time 0.4264 (0.7814) loss 1320.2057 (1311.8844) grad_norm 278.1065 (224.8932) embed_mse 1319.1162 (1310.7966) mask_bce 0.2640 (0.2460) mask_dice 0.8254 (0.8418) mem 21941MB +[2025-12-25 07:17:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][340/1573] eta 0:16:20 lr 0.000015 time 0.4186 (0.7955) loss 1306.6637 (1311.9756) grad_norm 187.3111 (223.9984) 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0.8411 (0.8421) mem 21941MB +[2025-12-25 07:18:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][380/1573] eta 0:15:36 lr 0.000015 time 0.4191 (0.7847) loss 1296.0017 (1312.3590) grad_norm 156.7431 (220.6841) embed_mse 1294.9097 (1311.2712) mask_bce 0.2590 (0.2457) mask_dice 0.8331 (0.8420) mem 21941MB +[2025-12-25 07:18:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][390/1573] eta 0:15:28 lr 0.000015 time 0.4212 (0.7853) loss 1358.8040 (1312.5820) grad_norm 252.8332 (221.3539) embed_mse 1357.6802 (1311.4941) mask_bce 0.3018 (0.2459) mask_dice 0.8221 (0.8419) mem 21941MB +[2025-12-25 07:18:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][400/1573] eta 0:15:18 lr 0.000015 time 0.4215 (0.7832) loss 1276.3387 (1312.6874) grad_norm 222.2337 (221.7079) embed_mse 1275.2638 (1311.5999) mask_bce 0.2232 (0.2454) mask_dice 0.8517 (0.8421) mem 21941MB +[2025-12-25 07:18:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][410/1573] eta 0:15:06 lr 0.000015 time 0.4197 (0.7796) loss 1364.8138 (1312.0517) grad_norm 258.8011 (222.4352) embed_mse 1363.7463 (1310.9646) mask_bce 0.2225 (0.2452) mask_dice 0.8450 (0.8420) mem 21941MB +[2025-12-25 07:18:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][420/1573] eta 0:15:06 lr 0.000015 time 0.4198 (0.7863) loss 1317.8490 (1312.2218) grad_norm 163.8122 (221.3078) embed_mse 1316.6920 (1311.1344) mask_bce 0.2774 (0.2453) mask_dice 0.8797 (0.8421) mem 21941MB +[2025-12-25 07:18:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][430/1573] eta 0:15:08 lr 0.000015 time 0.4188 (0.7949) loss 1293.1024 (1312.1346) grad_norm 318.4197 (223.1402) embed_mse 1292.0212 (1311.0470) mask_bce 0.2453 (0.2456) mask_dice 0.8359 (0.8420) mem 21941MB +[2025-12-25 07:18:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO 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loss 1297.3674 (1312.1173) grad_norm 230.6904 (225.0990) embed_mse 1296.2878 (1311.0298) mask_bce 0.2526 (0.2454) mask_dice 0.8270 (0.8421) mem 21941MB +[2025-12-25 07:19:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][480/1573] eta 0:14:12 lr 0.000015 time 0.4239 (0.7800) loss 1334.0978 (1312.1450) grad_norm 294.4874 (225.4959) embed_mse 1332.9912 (1311.0573) mask_bce 0.2713 (0.2456) mask_dice 0.8352 (0.8421) mem 21941MB +[2025-12-25 07:19:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][490/1573] eta 0:14:12 lr 0.000015 time 0.4166 (0.7873) loss 1310.1228 (1311.9137) grad_norm 240.8304 (225.7473) embed_mse 1309.0358 (1310.8260) mask_bce 0.2578 (0.2456) mask_dice 0.8292 (0.8421) mem 21941MB +[2025-12-25 07:19:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][500/1573] eta 0:14:06 lr 0.000015 time 0.4246 (0.7892) loss 1284.6173 (1312.2944) grad_norm 262.4272 (226.3389) embed_mse 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(0.8423) mem 21941MB +[2025-12-25 07:20:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][540/1573] eta 0:13:50 lr 0.000015 time 0.4383 (0.8040) loss 1325.1509 (1312.0516) grad_norm 176.4170 (223.9721) embed_mse 1324.0807 (1310.9637) mask_bce 0.2227 (0.2458) mask_dice 0.8476 (0.8422) mem 21941MB +[2025-12-25 07:20:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][550/1573] eta 0:13:48 lr 0.000015 time 6.5666 (0.8102) loss 1290.2456 (1312.2570) grad_norm 380.2321 (226.2701) embed_mse 1289.1799 (1311.1691) mask_bce 0.2134 (0.2457) mask_dice 0.8524 (0.8422) mem 21941MB +[2025-12-25 07:20:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][560/1573] eta 0:13:38 lr 0.000015 time 0.4260 (0.8077) loss 1361.7369 (1312.2093) grad_norm 299.0525 (226.7511) embed_mse 1360.6195 (1311.1215) mask_bce 0.3050 (0.2456) mask_dice 0.8124 (0.8422) mem 21941MB +[2025-12-25 07:20:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][570/1573] eta 0:13:28 lr 0.000015 time 0.4219 (0.8061) loss 1325.9282 (1312.1312) grad_norm 377.8220 (228.8788) embed_mse 1324.8051 (1311.0433) mask_bce 0.2700 (0.2456) mask_dice 0.8532 (0.8423) mem 21941MB +[2025-12-25 07:20:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][580/1573] eta 0:13:14 lr 0.000015 time 0.4243 (0.8004) loss 1307.9453 (1312.1019) grad_norm 270.5125 (229.4571) embed_mse 1306.8582 (1311.0141) mask_bce 0.2406 (0.2455) mask_dice 0.8466 (0.8423) mem 21941MB +[2025-12-25 07:21:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][590/1573] eta 0:13:11 lr 0.000015 time 0.4310 (0.8051) loss 1306.4985 (1312.3055) grad_norm 239.7905 (229.5986) embed_mse 1305.4465 (1311.2179) mask_bce 0.2170 (0.2453) mask_dice 0.8349 (0.8423) mem 21941MB +[2025-12-25 07:21:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][600/1573] eta 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grad_norm 178.8762 (227.6906) embed_mse 1347.7312 (1310.9504) mask_bce 0.2334 (0.2449) mask_dice 0.8430 (0.8424) mem 21941MB +[2025-12-25 07:21:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][640/1573] eta 0:12:25 lr 0.000014 time 0.4200 (0.7995) loss 1319.7585 (1311.9999) grad_norm 271.4273 (230.9509) embed_mse 1318.6697 (1310.9126) mask_bce 0.2544 (0.2448) mask_dice 0.8345 (0.8424) mem 21941MB +[2025-12-25 07:21:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][650/1573] eta 0:12:13 lr 0.000014 time 0.4214 (0.7945) loss 1318.4678 (1312.0270) grad_norm 257.0698 (231.2733) embed_mse 1317.3744 (1310.9395) mask_bce 0.2511 (0.2451) mask_dice 0.8423 (0.8424) mem 21941MB +[2025-12-25 07:21:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][660/1573] eta 0:12:00 lr 0.000014 time 0.4246 (0.7892) loss 1333.1141 (1312.2096) grad_norm 216.2124 (231.0896) embed_mse 1332.0647 (1311.1222) mask_bce 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07:22:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][700/1573] eta 0:11:42 lr 0.000014 time 0.4293 (0.8045) loss 1304.9346 (1311.2274) grad_norm 245.0242 (231.9450) embed_mse 1303.8488 (1310.1400) mask_bce 0.2620 (0.2452) mask_dice 0.8238 (0.8422) mem 21941MB +[2025-12-25 07:22:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][710/1573] eta 0:11:35 lr 0.000014 time 0.4260 (0.8061) loss 1311.0608 (1311.3057) grad_norm 242.0037 (232.0593) embed_mse 1309.9690 (1310.2184) mask_bce 0.2704 (0.2451) mask_dice 0.8214 (0.8421) mem 21941MB +[2025-12-25 07:22:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][720/1573] eta 0:11:23 lr 0.000014 time 0.4204 (0.8017) loss 1295.2499 (1311.2976) grad_norm 327.0009 (234.0751) embed_mse 1294.1747 (1310.2104) mask_bce 0.2121 (0.2450) mask_dice 0.8631 (0.8422) mem 21941MB +[2025-12-25 07:22:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][730/1573] eta 0:11:17 lr 0.000014 time 0.4209 (0.8038) loss 1319.4702 (1311.5815) grad_norm 318.1645 (234.9991) embed_mse 1318.3801 (1310.4942) mask_bce 0.2457 (0.2452) mask_dice 0.8443 (0.8421) mem 21941MB +[2025-12-25 07:23:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][740/1573] eta 0:11:08 lr 0.000014 time 0.4194 (0.8021) loss 1300.7465 (1311.5696) grad_norm 271.6633 (235.3977) embed_mse 1299.6644 (1310.4822) mask_bce 0.2574 (0.2453) mask_dice 0.8247 (0.8421) mem 21941MB +[2025-12-25 07:23:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][750/1573] eta 0:11:01 lr 0.000014 time 0.4212 (0.8041) loss 1346.6031 (1311.4301) grad_norm 191.4879 (234.9255) embed_mse 1345.5306 (1310.3428) mask_bce 0.2264 (0.2452) mask_dice 0.8462 (0.8421) mem 21941MB +[2025-12-25 07:23:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][760/1573] eta 0:10:53 lr 0.000014 time 0.4209 (0.8036) loss 1386.3687 (1311.4002) grad_norm 193.5320 (234.6789) embed_mse 1385.3191 (1310.3130) mask_bce 0.1781 (0.2450) mask_dice 0.8714 (0.8422) mem 21941MB +[2025-12-25 07:23:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][770/1573] eta 0:10:50 lr 0.000014 time 6.4332 (0.8098) loss 1281.3868 (1311.5244) grad_norm 303.1738 (235.3924) embed_mse 1280.2904 (1310.4372) mask_bce 0.2690 (0.2449) mask_dice 0.8275 (0.8423) mem 21941MB +[2025-12-25 07:23:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][780/1573] eta 0:10:39 lr 0.000014 time 0.4257 (0.8067) loss 1273.1769 (1311.2715) grad_norm 184.1694 (234.8643) embed_mse 1272.0546 (1310.1843) mask_bce 0.3157 (0.2450) mask_dice 0.8066 (0.8422) mem 21941MB +[2025-12-25 07:23:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][790/1573] eta 0:10:35 lr 0.000014 time 3.7178 (0.8112) loss 1311.4727 (1311.3283) grad_norm 165.7262 (234.1588) embed_mse 1310.4077 (1310.2409) mask_bce 0.2180 (0.2451) mask_dice 0.8470 (0.8423) mem 21941MB +[2025-12-25 07:23:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][800/1573] eta 0:10:23 lr 0.000014 time 0.4180 (0.8067) loss 1272.3420 (1311.3676) grad_norm 247.0153 (233.9280) embed_mse 1271.2631 (1310.2802) mask_bce 0.2449 (0.2451) mask_dice 0.8341 (0.8423) mem 21941MB +[2025-12-25 07:24:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][810/1573] eta 0:10:16 lr 0.000014 time 0.4236 (0.8083) loss 1342.3440 (1311.4647) grad_norm 303.5767 (234.6176) embed_mse 1341.2784 (1310.3774) mask_bce 0.2131 (0.2449) mask_dice 0.8525 (0.8424) mem 21941MB +[2025-12-25 07:24:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][820/1573] eta 0:10:14 lr 0.000014 time 4.6177 (0.8155) loss 1293.2894 (1311.3944) grad_norm 183.3160 (234.1147) embed_mse 1292.2275 (1310.3072) mask_bce 0.2181 (0.2449) mask_dice 0.8438 (0.8424) mem 21941MB +[2025-12-25 07:24:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][830/1573] eta 0:10:03 lr 0.000014 time 0.4205 (0.8118) loss 1287.5359 (1311.4620) grad_norm 168.6727 (233.4793) embed_mse 1286.4374 (1310.3749) mask_bce 0.2744 (0.2447) mask_dice 0.8241 (0.8423) mem 21941MB +[2025-12-25 07:24:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][840/1573] eta 0:09:55 lr 0.000014 time 0.4219 (0.8130) loss 1288.3088 (1311.5796) grad_norm 283.8149 (233.4806) embed_mse 1287.1843 (1310.4924) mask_bce 0.2578 (0.2449) mask_dice 0.8666 (0.8422) mem 21941MB +[2025-12-25 07:24:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][850/1573] eta 0:09:46 lr 0.000014 time 1.7690 (0.8106) loss 1398.9043 (1311.5362) grad_norm 233.5559 (233.4813) embed_mse 1397.8489 (1310.4491) mask_bce 0.2060 (0.2448) mask_dice 0.8494 (0.8423) mem 21941MB +[2025-12-25 07:24:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][860/1573] eta 0:09:39 lr 0.000014 time 5.1404 (0.8127) loss 1311.1410 (1311.2864) grad_norm 321.8405 (234.3071) embed_mse 1310.0721 (1310.1993) mask_bce 0.2127 (0.2448) mask_dice 0.8561 (0.8423) mem 21941MB +[2025-12-25 07:24:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][870/1573] eta 0:09:30 lr 0.000014 time 0.4223 (0.8116) loss 1285.0319 (1311.2896) grad_norm 173.4043 (233.7432) embed_mse 1283.9867 (1310.2025) mask_bce 0.1866 (0.2447) mask_dice 0.8585 (0.8424) mem 21941MB +[2025-12-25 07:25:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][880/1573] eta 0:09:26 lr 0.000014 time 0.4170 (0.8182) loss 1351.6423 (1311.2466) grad_norm 239.9585 (233.3698) embed_mse 1350.5452 (1310.1596) mask_bce 0.2483 (0.2447) mask_dice 0.8488 (0.8423) mem 21941MB +[2025-12-25 07:25:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO 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loss 1286.8029 (1311.6241) grad_norm 304.5240 (234.4619) embed_mse 1285.7715 (1310.5371) mask_bce 0.1953 (0.2446) mask_dice 0.8360 (0.8423) mem 21941MB +[2025-12-25 07:25:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][930/1573] eta 0:08:49 lr 0.000014 time 0.4527 (0.8231) loss 1299.9155 (1311.5193) grad_norm 257.9532 (234.6644) embed_mse 1298.8607 (1310.4324) mask_bce 0.2097 (0.2447) mask_dice 0.8451 (0.8422) mem 21941MB +[2025-12-25 07:25:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][940/1573] eta 0:08:39 lr 0.000014 time 0.4193 (0.8200) loss 1314.5952 (1311.6666) grad_norm 280.8793 (235.0594) embed_mse 1313.4872 (1310.5797) mask_bce 0.2901 (0.2447) mask_dice 0.8179 (0.8422) mem 21941MB +[2025-12-25 07:26:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][950/1573] eta 0:08:35 lr 0.000014 time 0.4227 (0.8272) loss 1289.3220 (1311.6039) grad_norm 236.7271 (235.0735) embed_mse 1288.2394 (1310.5170) mask_bce 0.2477 (0.2448) mask_dice 0.8350 (0.8421) mem 21941MB +[2025-12-25 07:26:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][960/1573] eta 0:08:24 lr 0.000014 time 0.4193 (0.8230) loss 1291.8436 (1311.8410) grad_norm 197.9873 (234.8553) embed_mse 1290.7889 (1310.7541) mask_bce 0.2064 (0.2448) mask_dice 0.8482 (0.8422) mem 21941MB +[2025-12-25 07:26:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][970/1573] eta 0:08:16 lr 0.000014 time 0.4218 (0.8226) loss 1342.9978 (1311.6456) grad_norm 190.0519 (234.4850) embed_mse 1341.9237 (1310.5586) mask_bce 0.2335 (0.2448) mask_dice 0.8406 (0.8421) mem 21941MB +[2025-12-25 07:26:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][980/1573] eta 0:08:06 lr 0.000014 time 0.4217 (0.8201) loss 1352.9727 (1311.6292) grad_norm 208.0140 (234.2681) embed_mse 1351.8104 (1310.5420) mask_bce 0.3045 (0.2449) mask_dice 0.8578 (0.8422) mem 21941MB +[2025-12-25 07:26:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][990/1573] eta 0:08:01 lr 0.000014 time 0.6167 (0.8254) loss 1383.2963 (1311.6615) grad_norm 199.9794 (233.9893) embed_mse 1382.1980 (1310.5742) mask_bce 0.2597 (0.2451) mask_dice 0.8386 (0.8422) mem 21941MB +[2025-12-25 07:26:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1000/1573] eta 0:07:52 lr 0.000014 time 0.4247 (0.8242) loss 1376.1077 (1311.5502) grad_norm 223.8847 (233.9037) embed_mse 1375.0203 (1310.4630) mask_bce 0.2400 (0.2449) mask_dice 0.8474 (0.8423) mem 21941MB +[2025-12-25 07:26:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1010/1573] eta 0:07:43 lr 0.000014 time 0.4190 (0.8237) loss 1352.7753 (1311.5924) grad_norm 222.6657 (233.8145) embed_mse 1351.7191 (1310.5053) mask_bce 0.2122 (0.2448) mask_dice 0.8440 (0.8423) mem 21941MB +[2025-12-25 07:27:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1020/1573] eta 0:07:35 lr 0.000014 time 0.4246 (0.8234) loss 1286.4030 (1311.4455) grad_norm 191.5878 (233.4820) embed_mse 1285.3409 (1310.3586) mask_bce 0.2152 (0.2447) mask_dice 0.8468 (0.8423) mem 21941MB +[2025-12-25 07:27:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1030/1573] eta 0:07:25 lr 0.000014 time 0.4371 (0.8196) loss 1265.3069 (1311.5892) grad_norm 178.5004 (233.0524) embed_mse 1264.2277 (1310.5022) mask_bce 0.2375 (0.2447) mask_dice 0.8418 (0.8423) mem 21941MB +[2025-12-25 07:27:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1040/1573] eta 0:07:21 lr 0.000014 time 0.4224 (0.8284) loss 1343.9364 (1311.6609) grad_norm 198.1005 (233.7901) embed_mse 1342.8710 (1310.5740) mask_bce 0.2239 (0.2446) mask_dice 0.8415 (0.8423) mem 21941MB +[2025-12-25 07:27:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO 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(0.8234) loss 1269.3647 (1311.7162) grad_norm 279.4352 (234.5312) embed_mse 1268.2748 (1310.6294) mask_bce 0.2255 (0.2445) mask_dice 0.8645 (0.8423) mem 21941MB +[2025-12-25 07:28:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1090/1573] eta 0:06:37 lr 0.000014 time 2.0815 (0.8235) loss 1313.0238 (1311.6753) grad_norm 249.7908 (234.6434) embed_mse 1311.9655 (1310.5884) mask_bce 0.2140 (0.2445) mask_dice 0.8443 (0.8423) mem 21941MB +[2025-12-25 07:28:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1100/1573] eta 0:06:28 lr 0.000014 time 0.4257 (0.8218) loss 1319.8147 (1311.7214) grad_norm 171.3648 (234.1815) embed_mse 1318.7256 (1310.6345) mask_bce 0.2350 (0.2446) mask_dice 0.8541 (0.8423) mem 21941MB +[2025-12-25 07:28:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1110/1573] eta 0:06:20 lr 0.000014 time 0.4277 (0.8210) loss 1324.0205 (1311.6662) grad_norm 196.0659 (233.9053) embed_mse 1322.9348 (1310.5795) mask_bce 0.2691 (0.2444) mask_dice 0.8167 (0.8424) mem 21941MB +[2025-12-25 07:28:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1120/1573] eta 0:06:10 lr 0.000014 time 0.4235 (0.8183) loss 1279.6598 (1311.5938) grad_norm 246.0801 (234.5393) embed_mse 1278.5831 (1310.5071) mask_bce 0.2279 (0.2445) mask_dice 0.8487 (0.8423) mem 21941MB +[2025-12-25 07:28:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1130/1573] eta 0:06:01 lr 0.000014 time 0.4295 (0.8155) loss 1309.8475 (1311.6594) grad_norm 255.2519 (234.6861) embed_mse 1308.7626 (1310.5727) mask_bce 0.2334 (0.2444) mask_dice 0.8515 (0.8424) mem 21941MB +[2025-12-25 07:28:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1140/1573] eta 0:05:52 lr 0.000014 time 0.4220 (0.8138) loss 1341.8601 (1311.6504) grad_norm 156.2482 (234.1338) embed_mse 1340.7938 (1310.5638) mask_bce 0.2129 (0.2443) mask_dice 0.8534 (0.8423) mem 21941MB +[2025-12-25 07:28:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1150/1573] eta 0:05:44 lr 0.000014 time 0.4224 (0.8153) loss 1326.1013 (1311.7717) grad_norm 239.2725 (234.1697) embed_mse 1324.9755 (1310.6851) mask_bce 0.2931 (0.2444) mask_dice 0.8328 (0.8423) mem 21941MB +[2025-12-25 07:28:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1160/1573] eta 0:05:37 lr 0.000014 time 0.4196 (0.8169) loss 1291.6626 (1311.5970) grad_norm 240.1229 (233.5323) embed_mse 1290.5618 (1310.5104) mask_bce 0.2760 (0.2443) mask_dice 0.8248 (0.8423) mem 21941MB +[2025-12-25 07:29:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1170/1573] eta 0:05:29 lr 0.000014 time 0.4222 (0.8176) loss 1316.1914 (1311.4219) grad_norm 202.1785 (233.3175) embed_mse 1315.1274 (1310.3354) mask_bce 0.2095 (0.2442) mask_dice 0.8544 (0.8423) mem 21941MB +[2025-12-25 07:29:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1180/1573] eta 0:05:20 lr 0.000014 time 0.4249 (0.8151) loss 1333.1783 (1311.6549) grad_norm 166.5398 (232.8633) embed_mse 1332.0919 (1310.5684) mask_bce 0.2300 (0.2442) mask_dice 0.8565 (0.8423) mem 21941MB +[2025-12-25 07:29:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1190/1573] eta 0:05:14 lr 0.000014 time 0.4242 (0.8212) loss 1297.5662 (1311.6033) grad_norm 284.6154 (233.2130) embed_mse 1296.4940 (1310.5168) mask_bce 0.2298 (0.2443) mask_dice 0.8423 (0.8422) mem 21941MB +[2025-12-25 07:29:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1200/1573] eta 0:05:05 lr 0.000014 time 0.4190 (0.8202) loss 1273.4720 (1311.5806) grad_norm 241.9463 (232.8294) embed_mse 1272.4104 (1310.4941) mask_bce 0.1908 (0.2442) mask_dice 0.8709 (0.8423) mem 21941MB +[2025-12-25 07:29:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO 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(0.8199) loss 1298.6877 (1311.6422) grad_norm 219.0390 (231.7239) embed_mse 1297.6549 (1310.5559) mask_bce 0.1705 (0.2441) mask_dice 0.8623 (0.8423) mem 21941MB +[2025-12-25 07:30:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1250/1573] eta 0:04:24 lr 0.000014 time 0.4240 (0.8203) loss 1234.6716 (1311.5437) grad_norm 207.3441 (231.5676) embed_mse 1233.5570 (1310.4573) mask_bce 0.2561 (0.2441) mask_dice 0.8585 (0.8423) mem 21941MB +[2025-12-25 07:30:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1260/1573] eta 0:04:15 lr 0.000014 time 0.4252 (0.8172) loss 1366.6265 (1311.5837) grad_norm 151.8265 (231.0597) embed_mse 1365.5172 (1310.4973) mask_bce 0.2909 (0.2442) mask_dice 0.8184 (0.8422) mem 21941MB +[2025-12-25 07:30:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1270/1573] eta 0:04:08 lr 0.000014 time 0.4202 (0.8197) loss 1301.9758 (1311.5375) grad_norm 193.7993 (230.8239) embed_mse 1300.8705 (1310.4508) mask_bce 0.2570 (0.2444) mask_dice 0.8483 (0.8422) mem 21941MB +[2025-12-25 07:30:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1280/1573] eta 0:03:59 lr 0.000014 time 0.4175 (0.8168) loss 1313.9814 (1311.6303) grad_norm 219.3052 (230.5621) embed_mse 1312.9193 (1310.5437) mask_bce 0.2106 (0.2444) mask_dice 0.8515 (0.8422) mem 21941MB +[2025-12-25 07:30:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1290/1573] eta 0:03:53 lr 0.000014 time 11.2225 (0.8268) loss 1329.7128 (1311.7088) grad_norm 184.0502 (230.2732) embed_mse 1328.6357 (1310.6223) mask_bce 0.2254 (0.2444) mask_dice 0.8515 (0.8421) mem 21941MB +[2025-12-25 07:30:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1300/1573] eta 0:03:44 lr 0.000014 time 0.4285 (0.8238) loss 1384.1969 (1311.6800) grad_norm 251.8232 (230.4062) embed_mse 1383.0795 (1310.5935) mask_bce 0.2866 (0.2444) mask_dice 0.8308 (0.8421) mem 21941MB +[2025-12-25 07:31:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1310/1573] eta 0:03:36 lr 0.000014 time 0.4180 (0.8215) loss 1343.6111 (1311.6313) grad_norm 292.8121 (230.7891) embed_mse 1342.5192 (1310.5447) mask_bce 0.2583 (0.2445) mask_dice 0.8336 (0.8421) mem 21941MB +[2025-12-25 07:31:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1320/1573] eta 0:03:29 lr 0.000013 time 7.0385 (0.8263) loss 1294.5060 (1311.7780) grad_norm 266.8399 (230.9098) embed_mse 1293.4562 (1310.6915) mask_bce 0.1948 (0.2444) mask_dice 0.8550 (0.8421) mem 21941MB +[2025-12-25 07:31:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1330/1573] eta 0:03:21 lr 0.000013 time 0.4312 (0.8276) loss 1356.4244 (1311.8127) grad_norm 177.3051 (230.5869) embed_mse 1355.3621 (1310.7262) mask_bce 0.2107 (0.2444) mask_dice 0.8517 (0.8421) mem 21941MB +[2025-12-25 07:31:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1340/1573] eta 0:03:12 lr 0.000013 time 0.4317 (0.8283) loss 1259.5591 (1311.6658) grad_norm 214.7099 (230.4918) embed_mse 1258.4948 (1310.5794) mask_bce 0.2295 (0.2443) mask_dice 0.8349 (0.8421) mem 21941MB +[2025-12-25 07:31:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1350/1573] eta 0:03:04 lr 0.000013 time 0.4185 (0.8292) loss 1336.4287 (1311.6440) grad_norm 179.2429 (230.1868) embed_mse 1335.3502 (1310.5576) mask_bce 0.2387 (0.2444) mask_dice 0.8398 (0.8420) mem 21941MB +[2025-12-25 07:32:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1360/1573] eta 0:02:57 lr 0.000013 time 6.1854 (0.8345) loss 1345.4025 (1311.6944) grad_norm 158.5680 (229.9762) embed_mse 1344.3418 (1310.6080) mask_bce 0.2048 (0.2443) mask_dice 0.8558 (0.8420) mem 21941MB +[2025-12-25 07:32:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO 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(0.8372) loss 1273.9360 (1311.4689) grad_norm 311.0709 (230.4539) embed_mse 1272.8683 (1310.3827) mask_bce 0.2270 (0.2441) mask_dice 0.8409 (0.8421) mem 21941MB +[2025-12-25 07:32:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1410/1573] eta 0:02:15 lr 0.000013 time 0.4215 (0.8343) loss 1325.4938 (1311.5482) grad_norm 181.1507 (230.1738) embed_mse 1324.4012 (1310.4621) mask_bce 0.2716 (0.2441) mask_dice 0.8210 (0.8420) mem 21941MB +[2025-12-25 07:32:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1420/1573] eta 0:02:07 lr 0.000013 time 0.4197 (0.8347) loss 1281.4872 (1311.4928) grad_norm 228.4951 (230.1643) embed_mse 1280.4187 (1310.4068) mask_bce 0.2142 (0.2440) mask_dice 0.8544 (0.8421) mem 21941MB +[2025-12-25 07:33:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1430/1573] eta 0:01:59 lr 0.000013 time 0.4207 (0.8361) loss 1406.6008 (1311.6073) grad_norm 236.8196 (230.2017) embed_mse 1405.4929 (1310.5213) mask_bce 0.2573 (0.2439) mask_dice 0.8507 (0.8421) mem 21941MB +[2025-12-25 07:33:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1440/1573] eta 0:01:51 lr 0.000013 time 2.8268 (0.8354) loss 1275.4265 (1311.5422) grad_norm 186.0709 (229.6126) embed_mse 1274.3344 (1310.4561) mask_bce 0.2372 (0.2441) mask_dice 0.8550 (0.8420) mem 21941MB +[2025-12-25 07:33:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1450/1573] eta 0:01:42 lr 0.000013 time 0.4258 (0.8336) loss 1378.3657 (1311.6524) grad_norm 158.2888 (229.2186) embed_mse 1377.2386 (1310.5663) mask_bce 0.2475 (0.2441) mask_dice 0.8796 (0.8420) mem 21941MB +[2025-12-25 07:33:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1460/1573] eta 0:01:34 lr 0.000013 time 0.4216 (0.8352) loss 1348.1943 (1311.7440) grad_norm 263.0154 (229.4043) embed_mse 1347.0896 (1310.6579) mask_bce 0.2783 (0.2441) mask_dice 0.8264 (0.8420) mem 21941MB +[2025-12-25 07:33:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1470/1573] eta 0:01:25 lr 0.000013 time 1.1584 (0.8329) loss 1309.0701 (1311.7565) grad_norm 232.1649 (229.4193) embed_mse 1307.9834 (1310.6705) mask_bce 0.2484 (0.2441) mask_dice 0.8383 (0.8420) mem 21941MB +[2025-12-25 07:33:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1480/1573] eta 0:01:17 lr 0.000013 time 0.4225 (0.8329) loss 1337.1385 (1311.7374) grad_norm 185.3516 (229.2530) embed_mse 1336.0636 (1310.6513) mask_bce 0.2213 (0.2441) mask_dice 0.8536 (0.8420) mem 21941MB +[2025-12-25 07:33:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1490/1573] eta 0:01:08 lr 0.000013 time 0.4232 (0.8302) loss 1322.3818 (1311.7732) grad_norm 322.0496 (229.7519) embed_mse 1321.3048 (1310.6870) mask_bce 0.2354 (0.2442) mask_dice 0.8415 (0.8420) mem 21941MB +[2025-12-25 07:33:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1500/1573] eta 0:01:00 lr 0.000013 time 0.4211 (0.8299) loss 1304.4282 (1311.7422) grad_norm 165.4431 (229.4080) embed_mse 1303.3333 (1310.6561) mask_bce 0.2713 (0.2441) mask_dice 0.8236 (0.8420) mem 21941MB +[2025-12-25 07:34:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1510/1573] eta 0:00:52 lr 0.000013 time 0.4364 (0.8327) loss 1294.4919 (1311.7256) grad_norm 227.4535 (229.3976) embed_mse 1293.3796 (1310.6396) mask_bce 0.2984 (0.2441) mask_dice 0.8139 (0.8419) mem 21941MB +[2025-12-25 07:34:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1520/1573] eta 0:00:44 lr 0.000013 time 0.4235 (0.8356) loss 1265.7322 (1311.7200) grad_norm 159.5766 (229.0423) embed_mse 1264.6545 (1310.6339) mask_bce 0.2470 (0.2442) mask_dice 0.8307 (0.8419) mem 21941MB +[2025-12-25 07:34:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1530/1573] eta 0:00:35 lr 0.000013 time 0.4181 (0.8332) loss 1288.8521 (1311.7040) grad_norm 282.6712 (229.3231) embed_mse 1287.7848 (1310.6179) mask_bce 0.2219 (0.2442) mask_dice 0.8453 (0.8419) mem 21941MB +[2025-12-25 07:34:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1540/1573] eta 0:00:27 lr 0.000013 time 0.4201 (0.8325) loss 1308.5804 (1311.7094) grad_norm 337.4083 (229.8861) embed_mse 1307.4987 (1310.6234) mask_bce 0.2359 (0.2441) mask_dice 0.8458 (0.8420) mem 21941MB +[2025-12-25 07:34:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1550/1573] eta 0:00:19 lr 0.000013 time 0.4266 (0.8308) loss 1366.6382 (1311.7223) grad_norm 148.8277 (229.4661) embed_mse 1365.5214 (1310.6362) mask_bce 0.2835 (0.2442) mask_dice 0.8333 (0.8420) mem 21941MB +[2025-12-25 07:34:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1560/1573] eta 0:00:10 lr 0.000013 time 0.4191 (0.8319) loss 1268.7748 (1311.6736) grad_norm 350.1081 (229.7278) embed_mse 1267.6890 (1310.5874) mask_bce 0.2392 (0.2442) mask_dice 0.8465 (0.8419) mem 21941MB +[2025-12-25 07:34:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1570/1573] eta 0:00:02 lr 0.000013 time 0.4196 (0.8293) loss 1314.4320 (1311.7392) grad_norm 410.1703 (230.6485) embed_mse 1313.3474 (1310.6531) mask_bce 0.2605 (0.2441) mask_dice 0.8241 (0.8419) mem 21941MB +[2025-12-25 07:34:50 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 19 training takes 0:21:44 +[2025-12-25 07:34:50 geometry_finetune_default] (utils.py 296): INFO output_geometry_finetune/es_rv_m/ckpt_epoch_19.pth saving...... +[2025-12-25 07:41:16 geometry_finetune_default] (utils.py 298): INFO output_geometry_finetune/es_rv_m/ckpt_epoch_19.pth saved !!! +[2025-12-25 07:41:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][0/1573] eta 1:52:54 lr 0.000013 time 4.3067 (4.3067) loss 1328.2290 (1328.2290) grad_norm 0.0000 (0.0000) embed_mse 1327.1219 (1327.1219) mask_bce 0.2537 (0.2537) mask_dice 0.8534 (0.8534) mem 21941MB +[2025-12-25 07:41:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][10/1573] eta 0:42:02 lr 0.000013 time 0.4340 (1.6141) loss 1338.5345 (1310.4805) grad_norm 239.4535 (239.4535) embed_mse 1337.4252 (1309.3991) mask_bce 0.2727 (0.2392) mask_dice 0.8366 (0.8422) mem 21941MB +[2025-12-25 07:41:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][20/1573] eta 0:29:34 lr 0.000013 time 0.4344 (1.1424) loss 1355.6729 (1316.7200) grad_norm 288.6102 (264.0318) embed_mse 1354.6034 (1315.6310) mask_bce 0.2384 (0.2473) mask_dice 0.8310 (0.8417) mem 21941MB +[2025-12-25 07:41:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][30/1573] eta 0:27:24 lr 0.000013 time 0.4468 (1.0658) loss 1337.3645 (1315.4474) grad_norm 273.7058 (267.2565) 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(0.8393) mem 21941MB +[2025-12-25 07:42:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][70/1573] eta 0:23:43 lr 0.000013 time 0.4273 (0.9474) loss 1299.9889 (1312.4544) grad_norm 187.8904 (214.1734) embed_mse 1298.9198 (1311.3661) mask_bce 0.2083 (0.2489) mask_dice 0.8608 (0.8395) mem 21941MB +[2025-12-25 07:42:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][80/1573] eta 0:22:20 lr 0.000013 time 0.4329 (0.8978) loss 1296.5549 (1311.5441) grad_norm 157.4445 (215.2737) embed_mse 1295.4893 (1310.4534) mask_bce 0.2064 (0.2505) mask_dice 0.8592 (0.8402) mem 21941MB +[2025-12-25 07:42:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][90/1573] eta 0:22:50 lr 0.000013 time 4.9826 (0.9241) loss 1270.4688 (1312.2166) grad_norm 236.3891 (217.1933) embed_mse 1269.3909 (1311.1267) mask_bce 0.2394 (0.2502) mask_dice 0.8386 (0.8396) mem 21941MB +[2025-12-25 07:42:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][100/1573] eta 0:21:47 lr 0.000013 time 0.4248 (0.8879) loss 1268.1263 (1311.5765) grad_norm 174.8508 (213.6648) embed_mse 1267.0210 (1310.4872) mask_bce 0.2494 (0.2490) mask_dice 0.8560 (0.8403) mem 21941MB +[2025-12-25 07:42:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][110/1573] eta 0:21:57 lr 0.000013 time 0.4445 (0.9007) loss 1278.7939 (1313.1977) grad_norm 222.3711 (214.3345) embed_mse 1277.6835 (1312.1088) mask_bce 0.2993 (0.2488) mask_dice 0.8111 (0.8402) mem 21941MB +[2025-12-25 07:43:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][120/1573] eta 0:20:56 lr 0.000013 time 0.4262 (0.8650) loss 1310.1674 (1312.2990) grad_norm 266.0329 (214.3330) embed_mse 1309.0822 (1311.2111) mask_bce 0.2598 (0.2473) mask_dice 0.8254 (0.8406) mem 21941MB +[2025-12-25 07:43:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][130/1573] eta 0:20:32 lr 0.000013 time 0.4223 (0.8538) loss 1366.7974 (1311.6994) grad_norm 169.8474 (211.5526) embed_mse 1365.7249 (1310.6128) mask_bce 0.2116 (0.2458) mask_dice 0.8609 (0.8408) mem 21941MB +[2025-12-25 07:43:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][140/1573] eta 0:20:32 lr 0.000013 time 0.4350 (0.8602) loss 1298.1637 (1310.5189) grad_norm 260.2387 (214.4165) embed_mse 1297.0870 (1309.4330) mask_bce 0.2060 (0.2448) mask_dice 0.8708 (0.8411) mem 21941MB +[2025-12-25 07:43:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][150/1573] eta 0:19:44 lr 0.000013 time 0.5692 (0.8327) loss 1287.2617 (1310.0563) grad_norm 289.4726 (218.5863) embed_mse 1286.1327 (1308.9700) mask_bce 0.2991 (0.2456) mask_dice 0.8299 (0.8406) mem 21941MB +[2025-12-25 07:43:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][160/1573] eta 0:19:53 lr 0.000013 time 0.4290 (0.8447) loss 1363.2554 (1310.7542) 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07:44:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][230/1573] eta 0:19:01 lr 0.000013 time 0.4360 (0.8498) loss 1324.9135 (1312.1560) grad_norm 264.8961 (224.0031) embed_mse 1323.8710 (1311.0699) mask_bce 0.1951 (0.2442) mask_dice 0.8474 (0.8419) mem 21941MB +[2025-12-25 07:44:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][240/1573] eta 0:18:36 lr 0.000013 time 0.4278 (0.8374) loss 1344.9575 (1311.9091) grad_norm 229.8489 (226.6588) embed_mse 1343.8950 (1310.8239) mask_bce 0.2033 (0.2428) mask_dice 0.8591 (0.8424) mem 21941MB +[2025-12-25 07:44:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][250/1573] eta 0:18:16 lr 0.000013 time 0.4273 (0.8286) loss 1323.2819 (1310.8337) grad_norm 200.7858 (225.8242) embed_mse 1322.1826 (1309.7487) mask_bce 0.2625 (0.2425) mask_dice 0.8367 (0.8425) mem 21941MB +[2025-12-25 07:44:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][260/1573] eta 0:18:04 lr 0.000013 time 0.4303 (0.8263) loss 1251.7739 (1311.1748) grad_norm 169.2424 (224.0560) embed_mse 1250.7119 (1310.0900) mask_bce 0.2163 (0.2420) mask_dice 0.8457 (0.8427) mem 21941MB +[2025-12-25 07:45:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][270/1573] eta 0:17:56 lr 0.000013 time 0.4363 (0.8265) loss 1366.5651 (1311.7530) grad_norm 219.5864 (223.9206) embed_mse 1365.5007 (1310.6688) mask_bce 0.2150 (0.2411) mask_dice 0.8493 (0.8430) mem 21941MB +[2025-12-25 07:45:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][280/1573] eta 0:17:59 lr 0.000013 time 0.4620 (0.8350) loss 1320.0070 (1311.8478) grad_norm 347.2106 (225.8639) embed_mse 1318.8845 (1310.7631) mask_bce 0.3085 (0.2417) mask_dice 0.8139 (0.8431) mem 21941MB +[2025-12-25 07:45:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][290/1573] eta 0:17:33 lr 0.000013 time 0.4275 (0.8213) loss 1276.2939 (1311.6880) grad_norm 202.8463 (225.2245) embed_mse 1275.2272 (1310.6035) mask_bce 0.2204 (0.2416) mask_dice 0.8464 (0.8429) mem 21941MB +[2025-12-25 07:45:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][300/1573] eta 0:18:03 lr 0.000013 time 0.4499 (0.8513) loss 1329.9438 (1312.6407) grad_norm 160.1424 (223.4655) embed_mse 1328.8843 (1311.5564) mask_bce 0.2356 (0.2413) mask_dice 0.8239 (0.8430) mem 21941MB +[2025-12-25 07:45:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][310/1573] eta 0:18:12 lr 0.000013 time 0.4295 (0.8652) loss 1282.5665 (1312.3386) grad_norm 182.2851 (222.3818) embed_mse 1281.4514 (1311.2542) mask_bce 0.2697 (0.2413) mask_dice 0.8454 (0.8431) mem 21941MB +[2025-12-25 07:45:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][320/1573] eta 0:18:03 lr 0.000013 time 0.4287 (0.8645) loss 1269.3306 (1312.7244) grad_norm 220.4834 (221.8640) 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geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][390/1573] eta 0:17:04 lr 0.000013 time 1.9669 (0.8659) loss 1349.5031 (1312.7421) grad_norm 221.9164 (221.2093) embed_mse 1348.4124 (1311.6570) mask_bce 0.2673 (0.2424) mask_dice 0.8235 (0.8428) mem 21941MB +[2025-12-25 07:47:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][400/1573] eta 0:16:58 lr 0.000013 time 0.4407 (0.8682) loss 1336.6324 (1313.2371) grad_norm 192.2814 (223.5518) embed_mse 1335.5658 (1312.1523) mask_bce 0.2238 (0.2419) mask_dice 0.8428 (0.8429) mem 21941MB +[2025-12-25 07:47:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][410/1573] eta 0:16:44 lr 0.000013 time 0.4337 (0.8640) loss 1344.5120 (1313.4481) grad_norm 173.9321 (222.5789) embed_mse 1343.4468 (1312.3635) mask_bce 0.2355 (0.2418) mask_dice 0.8297 (0.8428) mem 21941MB +[2025-12-25 07:47:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO 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loss 1199.3218 (1312.9303) grad_norm 251.0597 (220.6685) embed_mse 1198.2623 (1311.8466) mask_bce 0.2317 (0.2409) mask_dice 0.8278 (0.8428) mem 21941MB +[2025-12-25 07:48:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][460/1573] eta 0:16:24 lr 0.000012 time 0.4594 (0.8845) loss 1321.5571 (1312.7271) grad_norm 155.4396 (219.5242) embed_mse 1320.5226 (1311.6435) mask_bce 0.1742 (0.2409) mask_dice 0.8603 (0.8428) mem 21941MB +[2025-12-25 07:48:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][470/1573] eta 0:16:10 lr 0.000012 time 0.4265 (0.8794) loss 1358.5485 (1312.2682) grad_norm 246.1291 (219.9829) embed_mse 1357.4720 (1311.1846) mask_bce 0.2257 (0.2409) mask_dice 0.8507 (0.8427) mem 21941MB +[2025-12-25 07:48:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][480/1573] eta 0:16:02 lr 0.000012 time 0.4304 (0.8803) loss 1357.9370 (1312.0303) grad_norm 187.2234 (218.4395) embed_mse 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(0.8423) mem 21941MB +[2025-12-25 07:48:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][520/1573] eta 0:15:25 lr 0.000012 time 0.4354 (0.8786) loss 1402.6285 (1311.9698) grad_norm 267.4123 (218.5867) embed_mse 1401.4169 (1310.8857) mask_bce 0.3455 (0.2418) mask_dice 0.8662 (0.8423) mem 21941MB +[2025-12-25 07:49:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][530/1573] eta 0:15:11 lr 0.000012 time 2.3630 (0.8740) loss 1287.9987 (1311.9827) grad_norm 195.2457 (218.2330) embed_mse 1286.9117 (1310.8987) mask_bce 0.2377 (0.2415) mask_dice 0.8492 (0.8425) mem 21941MB +[2025-12-25 07:49:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][540/1573] eta 0:15:00 lr 0.000012 time 0.4400 (0.8715) loss 1397.5017 (1311.8991) grad_norm 263.4362 (218.9077) embed_mse 1396.3748 (1310.8151) mask_bce 0.3183 (0.2416) mask_dice 0.8087 (0.8424) mem 21941MB +[2025-12-25 07:49:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][550/1573] eta 0:14:52 lr 0.000012 time 3.4048 (0.8722) loss 1307.0863 (1312.1724) grad_norm 170.5945 (218.1972) embed_mse 1306.0042 (1311.0883) mask_bce 0.2216 (0.2417) mask_dice 0.8605 (0.8424) mem 21941MB +[2025-12-25 07:49:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][560/1573] eta 0:14:53 lr 0.000012 time 0.4217 (0.8825) loss 1316.3174 (1311.8091) grad_norm 205.0122 (217.4377) embed_mse 1315.2314 (1310.7249) mask_bce 0.2594 (0.2420) mask_dice 0.8265 (0.8422) mem 21941MB +[2025-12-25 07:49:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][570/1573] eta 0:14:39 lr 0.000012 time 0.4356 (0.8773) loss 1276.5103 (1311.7474) grad_norm 230.0722 (217.6156) embed_mse 1275.4053 (1310.6633) mask_bce 0.2801 (0.2417) mask_dice 0.8248 (0.8424) mem 21941MB +[2025-12-25 07:49:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][580/1573] eta 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07:51:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][680/1573] eta 0:12:51 lr 0.000012 time 0.4306 (0.8644) loss 1277.3516 (1311.2107) grad_norm 193.6562 (215.7731) embed_mse 1276.3119 (1310.1265) mask_bce 0.1678 (0.2422) mask_dice 0.8720 (0.8420) mem 21941MB +[2025-12-25 07:51:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][690/1573] eta 0:12:44 lr 0.000012 time 4.8773 (0.8662) loss 1337.4191 (1311.3958) grad_norm 187.6391 (215.4460) embed_mse 1336.3485 (1310.3116) mask_bce 0.2132 (0.2422) mask_dice 0.8574 (0.8421) mem 21941MB +[2025-12-25 07:51:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][700/1573] eta 0:12:40 lr 0.000012 time 0.4543 (0.8717) loss 1282.0818 (1311.3558) grad_norm 218.4657 (215.4807) embed_mse 1280.9731 (1310.2714) mask_bce 0.2803 (0.2425) mask_dice 0.8284 (0.8419) mem 21941MB +[2025-12-25 07:51:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][710/1573] eta 0:12:29 lr 0.000012 time 0.4280 (0.8680) loss 1354.2314 (1311.4718) grad_norm 195.4895 (215.2535) embed_mse 1353.1593 (1310.3872) mask_bce 0.2494 (0.2427) mask_dice 0.8228 (0.8418) mem 21941MB +[2025-12-25 07:51:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][720/1573] eta 0:12:18 lr 0.000012 time 0.4505 (0.8661) loss 1295.6826 (1311.2206) grad_norm 202.8069 (214.9268) embed_mse 1294.5685 (1310.1360) mask_bce 0.2819 (0.2429) mask_dice 0.8322 (0.8417) mem 21941MB +[2025-12-25 07:51:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][730/1573] eta 0:12:09 lr 0.000012 time 0.4318 (0.8658) loss 1373.3533 (1311.3831) grad_norm 205.8471 (214.8270) embed_mse 1372.2809 (1310.2985) mask_bce 0.2352 (0.2429) mask_dice 0.8372 (0.8417) mem 21941MB +[2025-12-25 07:51:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][740/1573] eta 0:12:01 lr 0.000012 time 4.1270 (0.8661) loss 1283.3934 (1311.4304) grad_norm 228.8543 (214.9795) embed_mse 1282.3245 (1310.3459) mask_bce 0.2563 (0.2427) mask_dice 0.8126 (0.8418) mem 21941MB +[2025-12-25 07:52:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][750/1573] eta 0:11:49 lr 0.000012 time 0.4351 (0.8624) loss 1310.6512 (1311.4382) grad_norm 161.3250 (214.4026) embed_mse 1309.5726 (1310.3539) mask_bce 0.2323 (0.2424) mask_dice 0.8463 (0.8419) mem 21941MB +[2025-12-25 07:52:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][760/1573] eta 0:11:38 lr 0.000012 time 0.4352 (0.8593) loss 1240.4729 (1311.2198) grad_norm 292.2216 (215.7234) embed_mse 1239.3137 (1310.1354) mask_bce 0.3246 (0.2424) mask_dice 0.8346 (0.8420) mem 21941MB +[2025-12-25 07:52:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][770/1573] eta 0:11:30 lr 0.000012 time 0.4280 (0.8599) loss 1348.7986 (1311.4181) grad_norm 168.2901 (215.2293) 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0.8307 (0.8420) mem 21941MB +[2025-12-25 07:52:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][810/1573] eta 0:10:52 lr 0.000012 time 0.4212 (0.8557) loss 1349.2861 (1311.4497) grad_norm 226.5202 (214.9222) embed_mse 1348.2134 (1310.3654) mask_bce 0.1930 (0.2422) mask_dice 0.8798 (0.8422) mem 21941MB +[2025-12-25 07:52:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][820/1573] eta 0:10:43 lr 0.000012 time 0.4307 (0.8552) loss 1305.0811 (1311.3958) grad_norm 195.8172 (214.7349) embed_mse 1304.0043 (1310.3114) mask_bce 0.2405 (0.2423) mask_dice 0.8363 (0.8422) mem 21941MB +[2025-12-25 07:53:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][830/1573] eta 0:10:33 lr 0.000012 time 0.4269 (0.8522) loss 1361.4603 (1311.6661) grad_norm 184.3793 (214.4402) embed_mse 1360.3743 (1310.5817) mask_bce 0.2511 (0.2421) mask_dice 0.8350 (0.8423) mem 21941MB +[2025-12-25 07:53:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][840/1573] eta 0:10:26 lr 0.000012 time 0.4498 (0.8542) loss 1309.5530 (1311.6569) grad_norm 232.8541 (215.4144) embed_mse 1308.4849 (1310.5724) mask_bce 0.2179 (0.2422) mask_dice 0.8503 (0.8423) mem 21941MB +[2025-12-25 07:53:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][850/1573] eta 0:10:15 lr 0.000012 time 0.4255 (0.8516) loss 1362.8704 (1311.8262) grad_norm 170.7765 (214.9933) embed_mse 1361.8063 (1310.7418) mask_bce 0.2198 (0.2422) mask_dice 0.8442 (0.8422) mem 21941MB +[2025-12-25 07:53:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][860/1573] eta 0:10:07 lr 0.000012 time 0.4488 (0.8518) loss 1271.9641 (1311.7140) grad_norm 185.5025 (214.7177) embed_mse 1270.8962 (1310.6297) mask_bce 0.2251 (0.2420) mask_dice 0.8427 (0.8422) mem 21941MB +[2025-12-25 07:53:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO 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loss 1344.7987 (1311.8348) grad_norm 191.4296 (216.0291) embed_mse 1343.7028 (1310.7503) mask_bce 0.2548 (0.2424) mask_dice 0.8412 (0.8421) mem 21941MB +[2025-12-25 07:54:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][910/1573] eta 0:09:20 lr 0.000012 time 1.2004 (0.8451) loss 1285.6710 (1311.8068) grad_norm 185.7051 (215.7607) embed_mse 1284.6217 (1310.7225) mask_bce 0.1951 (0.2422) mask_dice 0.8542 (0.8422) mem 21941MB +[2025-12-25 07:54:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][920/1573] eta 0:09:14 lr 0.000012 time 0.4276 (0.8488) loss 1378.0359 (1311.6601) grad_norm 158.3271 (214.7784) embed_mse 1376.9351 (1310.5758) mask_bce 0.2434 (0.2422) mask_dice 0.8575 (0.8421) mem 21941MB +[2025-12-25 07:54:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][930/1573] eta 0:09:07 lr 0.000012 time 0.7331 (0.8516) loss 1345.6798 (1311.5334) grad_norm 221.5182 (214.8365) embed_mse 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(0.8422) mem 21941MB +[2025-12-25 07:54:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][970/1573] eta 0:08:30 lr 0.000012 time 0.4272 (0.8462) loss 1367.5635 (1311.7293) grad_norm 257.6565 (215.0469) embed_mse 1366.4508 (1310.6447) mask_bce 0.2764 (0.2424) mask_dice 0.8361 (0.8422) mem 21941MB +[2025-12-25 07:55:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][980/1573] eta 0:08:22 lr 0.000012 time 1.1799 (0.8482) loss 1358.4833 (1311.8900) grad_norm 172.4920 (214.6981) embed_mse 1357.3776 (1310.8053) mask_bce 0.2829 (0.2424) mask_dice 0.8228 (0.8422) mem 21941MB +[2025-12-25 07:55:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][990/1573] eta 0:08:15 lr 0.000012 time 3.8556 (0.8491) loss 1350.4391 (1312.0989) grad_norm 258.9098 (215.0576) embed_mse 1349.3523 (1311.0142) mask_bce 0.2567 (0.2424) mask_dice 0.8301 (0.8422) mem 21941MB +[2025-12-25 07:55:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1000/1573] eta 0:08:09 lr 0.000012 time 0.4252 (0.8541) loss 1287.2180 (1312.1288) grad_norm 239.7318 (215.3133) embed_mse 1286.1261 (1311.0441) mask_bce 0.2699 (0.2425) mask_dice 0.8220 (0.8422) mem 21941MB +[2025-12-25 07:55:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1010/1573] eta 0:08:00 lr 0.000012 time 0.4263 (0.8532) loss 1321.6173 (1312.1348) grad_norm 255.9447 (215.6358) embed_mse 1320.5437 (1311.0502) mask_bce 0.2115 (0.2423) mask_dice 0.8620 (0.8423) mem 21941MB +[2025-12-25 07:55:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1020/1573] eta 0:07:51 lr 0.000012 time 0.4265 (0.8519) loss 1256.7073 (1311.9430) grad_norm 218.0330 (215.6546) embed_mse 1255.6171 (1310.8584) mask_bce 0.2223 (0.2424) mask_dice 0.8679 (0.8423) mem 21941MB +[2025-12-25 07:55:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1030/1573] eta 0:07:40 lr 0.000012 time 0.4303 (0.8484) loss 1269.1887 (1311.8529) grad_norm 208.1946 (215.5964) embed_mse 1268.1130 (1310.7683) mask_bce 0.2604 (0.2423) mask_dice 0.8153 (0.8423) mem 21941MB +[2025-12-25 07:55:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1040/1573] eta 0:07:32 lr 0.000012 time 0.4247 (0.8484) loss 1328.1760 (1311.9072) grad_norm 405.3461 (217.3943) embed_mse 1327.0133 (1310.8225) mask_bce 0.3155 (0.2425) mask_dice 0.8472 (0.8422) mem 21941MB +[2025-12-25 07:56:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1050/1573] eta 0:07:26 lr 0.000012 time 2.7628 (0.8535) loss 1308.8894 (1311.7149) grad_norm 190.7053 (217.1905) embed_mse 1307.8136 (1310.6302) mask_bce 0.2511 (0.2424) mask_dice 0.8247 (0.8422) mem 21941MB +[2025-12-25 07:56:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1060/1573] eta 0:07:19 lr 0.000012 time 0.4244 (0.8558) loss 1305.3585 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(1310.4742) mask_bce 0.2811 (0.2426) mask_dice 0.8277 (0.8421) mem 21941MB +[2025-12-25 07:57:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1100/1573] eta 0:06:47 lr 0.000012 time 2.4082 (0.8607) loss 1315.5409 (1311.5763) grad_norm 253.5460 (217.8116) embed_mse 1314.4855 (1310.4916) mask_bce 0.2226 (0.2426) mask_dice 0.8328 (0.8421) mem 21941MB +[2025-12-25 07:57:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1110/1573] eta 0:06:38 lr 0.000012 time 0.4299 (0.8610) loss 1315.3756 (1311.6731) grad_norm 168.9960 (217.4578) embed_mse 1314.2738 (1310.5884) mask_bce 0.2748 (0.2427) mask_dice 0.8270 (0.8420) mem 21941MB +[2025-12-25 07:57:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1120/1573] eta 0:06:28 lr 0.000012 time 0.4246 (0.8584) loss 1267.4100 (1311.8315) grad_norm 362.4241 (219.0545) embed_mse 1266.3276 (1310.7466) mask_bce 0.2483 (0.2428) mask_dice 0.8341 (0.8421) mem 21941MB +[2025-12-25 07:57:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1130/1573] eta 0:06:21 lr 0.000012 time 3.3034 (0.8605) loss 1309.0081 (1311.9603) grad_norm 170.8535 (218.7126) embed_mse 1307.9498 (1310.8755) mask_bce 0.2065 (0.2428) mask_dice 0.8517 (0.8421) mem 21941MB +[2025-12-25 07:57:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1140/1573] eta 0:06:11 lr 0.000012 time 0.4234 (0.8576) loss 1312.5243 (1311.6498) grad_norm 290.0674 (219.2151) embed_mse 1311.4513 (1310.5650) mask_bce 0.2316 (0.2427) mask_dice 0.8413 (0.8421) mem 21941MB +[2025-12-25 07:57:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1150/1573] eta 0:06:03 lr 0.000012 time 0.9578 (0.8604) loss 1371.8483 (1311.7521) grad_norm 220.4937 (219.2240) embed_mse 1370.7831 (1310.6672) mask_bce 0.1836 (0.2428) mask_dice 0.8815 (0.8420) mem 21941MB +[2025-12-25 07:57:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1160/1573] eta 0:05:54 lr 0.000012 time 0.4246 (0.8581) loss 1328.6515 (1311.7934) grad_norm 241.2283 (219.5868) embed_mse 1327.5643 (1310.7085) mask_bce 0.2491 (0.2429) mask_dice 0.8381 (0.8420) mem 21941MB +[2025-12-25 07:58:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1170/1573] eta 0:05:48 lr 0.000012 time 7.0556 (0.8641) loss 1264.8986 (1311.6656) grad_norm 168.1991 (219.2348) embed_mse 1263.8097 (1310.5806) mask_bce 0.2572 (0.2430) mask_dice 0.8317 (0.8420) mem 21941MB +[2025-12-25 07:58:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1180/1573] eta 0:05:41 lr 0.000011 time 0.4310 (0.8684) loss 1317.5198 (1311.6914) grad_norm 159.7556 (218.8302) embed_mse 1316.4391 (1310.6064) mask_bce 0.2461 (0.2431) mask_dice 0.8346 (0.8419) mem 21941MB +[2025-12-25 07:58:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1190/1573] eta 0:05:31 lr 0.000011 time 0.4330 (0.8647) loss 1291.0355 (1311.5930) grad_norm 279.8334 (219.2424) embed_mse 1289.9929 (1310.5081) mask_bce 0.1939 (0.2429) mask_dice 0.8487 (0.8420) mem 21941MB +[2025-12-25 07:58:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1200/1573] eta 0:05:23 lr 0.000011 time 3.1631 (0.8676) loss 1356.5189 (1311.7947) grad_norm 158.1200 (218.7456) embed_mse 1355.4305 (1310.7099) mask_bce 0.2349 (0.2427) mask_dice 0.8535 (0.8421) mem 21941MB +[2025-12-25 07:58:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1210/1573] eta 0:05:15 lr 0.000011 time 0.4208 (0.8686) loss 1305.2648 (1311.8847) grad_norm 165.0819 (218.3902) embed_mse 1304.1849 (1310.7999) mask_bce 0.2321 (0.2426) mask_dice 0.8477 (0.8421) mem 21941MB +[2025-12-25 07:58:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1220/1573] eta 0:05:05 lr 0.000011 time 0.4346 (0.8666) loss 1273.4276 (1311.9399) grad_norm 221.8793 (218.4131) embed_mse 1272.3661 (1310.8552) mask_bce 0.2009 (0.2427) mask_dice 0.8606 (0.8421) mem 21941MB +[2025-12-25 07:58:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1230/1573] eta 0:04:56 lr 0.000011 time 0.4228 (0.8631) loss 1316.1693 (1312.0358) grad_norm 239.4312 (218.5505) embed_mse 1315.0776 (1310.9509) mask_bce 0.2547 (0.2427) mask_dice 0.8369 (0.8421) mem 21941MB +[2025-12-25 07:59:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1240/1573] eta 0:04:48 lr 0.000011 time 3.8019 (0.8659) loss 1344.3951 (1311.9584) grad_norm 227.4809 (219.3687) embed_mse 1343.2844 (1310.8735) mask_bce 0.2718 (0.2428) mask_dice 0.8388 (0.8420) mem 21941MB +[2025-12-25 07:59:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1250/1573] eta 0:04:39 lr 0.000011 time 0.4194 (0.8661) loss 1278.0421 (1311.9260) grad_norm 246.6787 (219.5438) embed_mse 1276.9570 (1310.8413) mask_bce 0.2462 (0.2427) mask_dice 0.8388 (0.8420) mem 21941MB +[2025-12-25 07:59:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1260/1573] eta 0:04:31 lr 0.000011 time 0.4199 (0.8670) loss 1303.9966 (1311.8350) grad_norm 303.7900 (220.0804) embed_mse 1302.9038 (1310.7502) mask_bce 0.2611 (0.2429) mask_dice 0.8317 (0.8420) mem 21941MB +[2025-12-25 07:59:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1270/1573] eta 0:04:22 lr 0.000011 time 0.4543 (0.8666) loss 1312.4242 (1311.9216) grad_norm 196.2611 (219.9296) embed_mse 1311.1104 (1310.8366) mask_bce 0.4568 (0.2430) mask_dice 0.8571 (0.8420) mem 21941MB +[2025-12-25 07:59:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1280/1573] eta 0:04:14 lr 0.000011 time 1.9732 (0.8683) loss 1336.6360 (1311.8624) grad_norm 179.8836 (220.3388) embed_mse 1335.5763 (1310.7773) mask_bce 0.1900 (0.2430) mask_dice 0.8697 (0.8421) mem 21941MB +[2025-12-25 08:00:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1290/1573] eta 0:04:06 lr 0.000011 time 0.4214 (0.8710) loss 1310.5242 (1311.8037) grad_norm 255.7406 (220.5587) embed_mse 1309.4648 (1310.7188) mask_bce 0.1785 (0.2428) mask_dice 0.8809 (0.8421) mem 21941MB +[2025-12-25 08:00:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1300/1573] eta 0:03:56 lr 0.000011 time 0.4207 (0.8676) loss 1292.0254 (1311.7898) grad_norm 198.6830 (220.4237) embed_mse 1290.9789 (1310.7049) mask_bce 0.2027 (0.2428) mask_dice 0.8437 (0.8421) mem 21941MB +[2025-12-25 08:00:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1310/1573] eta 0:03:48 lr 0.000011 time 4.3440 (0.8680) loss 1339.7891 (1311.9357) grad_norm 257.3380 (220.6501) embed_mse 1338.7136 (1310.8508) mask_bce 0.2275 (0.2427) mask_dice 0.8480 (0.8421) mem 21941MB +[2025-12-25 08:00:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1320/1573] eta 0:03:39 lr 0.000011 time 1.2853 (0.8695) loss 1337.3890 (1312.0092) grad_norm 171.6304 (220.3201) embed_mse 1336.2576 (1310.9243) mask_bce 0.2824 (0.2427) mask_dice 0.8490 (0.8421) mem 21941MB +[2025-12-25 08:00:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1330/1573] eta 0:03:30 lr 0.000011 time 0.4210 (0.8672) loss 1284.6921 (1311.9393) grad_norm 247.7008 (220.4850) embed_mse 1283.6067 (1310.8545) mask_bce 0.2530 (0.2426) mask_dice 0.8323 (0.8421) mem 21941MB +[2025-12-25 08:00:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1340/1573] eta 0:03:22 lr 0.000011 time 0.4215 (0.8685) loss 1366.9432 (1311.8797) grad_norm 167.8303 (220.1697) embed_mse 1365.8796 (1310.7950) mask_bce 0.2038 (0.2425) mask_dice 0.8598 (0.8421) mem 21941MB +[2025-12-25 08:00:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1350/1573] eta 0:03:13 lr 0.000011 time 4.1982 (0.8680) loss 1319.3455 (1311.8693) grad_norm 333.4430 (220.8440) embed_mse 1318.2782 (1310.7847) mask_bce 0.2342 (0.2424) mask_dice 0.8330 (0.8422) mem 21941MB +[2025-12-25 08:00:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1360/1573] eta 0:03:04 lr 0.000011 time 0.4737 (0.8660) loss 1293.3221 (1311.8811) grad_norm 199.6925 (220.8217) embed_mse 1292.2432 (1310.7965) mask_bce 0.2140 (0.2424) mask_dice 0.8650 (0.8421) mem 21941MB +[2025-12-25 08:01:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1370/1573] eta 0:02:55 lr 0.000011 time 0.4266 (0.8652) loss 1349.7401 (1311.8261) grad_norm 302.6093 (221.3000) embed_mse 1348.6915 (1310.7416) mask_bce 0.2006 (0.2424) mask_dice 0.8480 (0.8421) mem 21941MB +[2025-12-25 08:01:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1380/1573] eta 0:02:46 lr 0.000011 time 0.4242 (0.8652) loss 1299.7388 (1311.7122) grad_norm 205.1685 (221.2062) embed_mse 1298.6592 (1310.6276) mask_bce 0.2331 (0.2425) mask_dice 0.8464 (0.8420) mem 21941MB +[2025-12-25 08:01:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1390/1573] eta 0:02:37 lr 0.000011 time 0.4222 (0.8623) loss 1274.5573 (1311.7343) grad_norm 179.0407 (220.9624) embed_mse 1273.4933 (1310.6496) mask_bce 0.2195 (0.2426) mask_dice 0.8445 (0.8420) mem 21941MB +[2025-12-25 08:01:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1400/1573] eta 0:02:29 lr 0.000011 time 6.4169 (0.8649) loss 1357.8108 (1311.8067) grad_norm 170.2980 (220.9750) embed_mse 1356.7045 (1310.7221) mask_bce 0.2880 (0.2426) mask_dice 0.8184 (0.8420) mem 21941MB +[2025-12-25 08:01:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1410/1573] eta 0:02:20 lr 0.000011 time 0.4399 (0.8638) loss 1303.3400 (1311.9612) grad_norm 163.8396 (220.6504) embed_mse 1302.2900 (1310.8766) mask_bce 0.1886 (0.2426) mask_dice 0.8613 (0.8420) mem 21941MB +[2025-12-25 08:01:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1420/1573] eta 0:02:11 lr 0.000011 time 0.4288 (0.8619) loss 1334.1503 (1311.9210) grad_norm 179.7077 (220.4191) embed_mse 1333.0768 (1310.8364) mask_bce 0.2346 (0.2426) mask_dice 0.8389 (0.8420) mem 21941MB +[2025-12-25 08:01:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1430/1573] eta 0:02:03 lr 0.000011 time 1.0977 (0.8608) loss 1356.1206 (1311.9383) grad_norm 306.3030 (220.9016) embed_mse 1355.0427 (1310.8536) mask_bce 0.2427 (0.2427) mask_dice 0.8352 (0.8420) mem 21941MB +[2025-12-25 08:01:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1440/1573] eta 0:01:54 lr 0.000011 time 1.4281 (0.8629) loss 1277.7959 (1311.8817) grad_norm 147.5532 (220.6435) embed_mse 1276.7434 (1310.7970) mask_bce 0.1975 (0.2427) mask_dice 0.8549 (0.8420) mem 21941MB +[2025-12-25 08:02:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1450/1573] eta 0:01:45 lr 0.000011 time 0.4251 (0.8609) loss 1308.0332 (1311.8475) grad_norm 143.8770 (220.2194) embed_mse 1306.9064 (1310.7628) mask_bce 0.2811 (0.2426) mask_dice 0.8457 (0.8421) mem 21941MB +[2025-12-25 08:02:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1460/1573] eta 0:01:37 lr 0.000011 time 0.4233 (0.8600) loss 1265.7296 (1311.8928) grad_norm 155.4831 (219.8637) embed_mse 1264.3369 (1310.8078) mask_bce 0.5377 (0.2429) mask_dice 0.8550 (0.8421) mem 21941MB +[2025-12-25 08:02:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1470/1573] eta 0:01:28 lr 0.000011 time 0.4209 (0.8636) loss 1267.9445 (1311.7783) grad_norm 178.5869 (219.6381) embed_mse 1266.9080 (1310.6934) mask_bce 0.1747 (0.2429) mask_dice 0.8619 (0.8420) mem 21941MB +[2025-12-25 08:02:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1480/1573] eta 0:01:20 lr 0.000011 time 3.1322 (0.8628) loss 1264.7284 (1311.6357) grad_norm 205.7524 (219.0796) embed_mse 1263.6335 (1310.5508) mask_bce 0.2439 (0.2429) mask_dice 0.8509 (0.8420) mem 21941MB +[2025-12-25 08:02:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1490/1573] eta 0:01:11 lr 0.000011 time 0.4288 (0.8625) loss 1319.1809 (1311.7504) grad_norm 248.7758 (219.2393) embed_mse 1318.0919 (1310.6655) mask_bce 0.2331 (0.2428) mask_dice 0.8558 (0.8421) mem 21941MB +[2025-12-25 08:02:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1500/1573] eta 0:01:02 lr 0.000011 time 0.4220 (0.8625) loss 1308.6851 (1311.7704) grad_norm 210.2209 (219.1911) embed_mse 1307.5939 (1310.6856) mask_bce 0.2543 (0.2427) mask_dice 0.8370 (0.8421) mem 21941MB +[2025-12-25 08:02:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1510/1573] eta 0:00:54 lr 0.000011 time 0.4223 (0.8596) loss 1326.6824 (1311.9313) grad_norm 188.7162 (219.0290) embed_mse 1325.6117 (1310.8464) mask_bce 0.2353 (0.2428) mask_dice 0.8353 (0.8421) mem 21941MB +[2025-12-25 08:03:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1520/1573] eta 0:00:45 lr 0.000011 time 0.4263 (0.8606) loss 1343.5013 (1312.0278) grad_norm 202.4613 (218.9319) embed_mse 1342.3701 (1310.9429) mask_bce 0.3023 (0.2428) mask_dice 0.8290 (0.8421) mem 21941MB +[2025-12-25 08:03:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1530/1573] eta 0:00:37 lr 0.000011 time 0.4313 (0.8628) loss 1285.0292 (1312.0029) grad_norm 159.0327 (218.6183) embed_mse 1283.9507 (1310.9180) mask_bce 0.2675 (0.2428) mask_dice 0.8110 (0.8421) mem 21941MB +[2025-12-25 08:03:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1540/1573] eta 0:00:28 lr 0.000011 time 0.4196 (0.8619) loss 1314.0371 (1311.9554) grad_norm 201.4705 (218.5290) embed_mse 1312.9948 (1310.8705) mask_bce 0.1944 (0.2428) mask_dice 0.8479 (0.8421) mem 21941MB +[2025-12-25 08:03:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1550/1573] eta 0:00:19 lr 0.000011 time 1.5409 (0.8625) loss 1330.7070 (1311.9023) grad_norm 222.0902 (218.5474) embed_mse 1329.6263 (1310.8175) mask_bce 0.2514 (0.2427) mask_dice 0.8292 (0.8421) mem 21941MB +[2025-12-25 08:03:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1560/1573] eta 0:00:11 lr 0.000011 time 0.4224 (0.8640) loss 1308.8948 (1311.8468) grad_norm 218.0731 (218.8143) embed_mse 1307.7841 (1310.7620) mask_bce 0.2680 (0.2427) mask_dice 0.8427 (0.8421) mem 21941MB +[2025-12-25 08:03:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1570/1573] eta 0:00:02 lr 0.000011 time 1.6350 (0.8634) loss 1401.4182 (1311.8249) grad_norm 195.7884 (218.6968) embed_mse 1400.3480 (1310.7402) mask_bce 0.2365 (0.2426) mask_dice 0.8338 (0.8421) mem 21941MB +[2025-12-25 08:03:54 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 20 training takes 0:22:38 +[2025-12-25 08:03:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][0/1573] eta 1:37:20 lr 0.000011 time 3.7132 (3.7132) loss 1279.7836 (1279.7836) grad_norm 0.0000 (0.0000) embed_mse 1278.7346 (1278.7346) mask_bce 0.1834 (0.1834) mask_dice 0.8656 (0.8656) mem 21941MB +[2025-12-25 08:04:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][10/1573] eta 1:06:42 lr 0.000011 time 6.9595 (2.5607) loss 1262.0660 (1301.8155) grad_norm 327.4540 (327.4540) embed_mse 1260.9875 (1300.7421) mask_bce 0.2327 (0.2284) mask_dice 0.8457 (0.8450) mem 21941MB +[2025-12-25 08:04:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][20/1573] eta 0:45:26 lr 0.000011 time 0.4352 (1.7556) loss 1290.3889 (1301.6844) grad_norm 245.0892 (286.2716) embed_mse 1289.3096 (1300.6008) mask_bce 0.2318 (0.2379) mask_dice 0.8476 (0.8456) mem 21941MB +[2025-12-25 08:04:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][30/1573] eta 0:34:10 lr 0.000011 time 0.4312 (1.3289) loss 1368.5747 (1316.4796) grad_norm 183.0946 (251.8793) embed_mse 1367.4993 (1315.3982) mask_bce 0.2399 (0.2365) mask_dice 0.8356 (0.8449) mem 21941MB +[2025-12-25 08:04:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][40/1573] eta 0:31:02 lr 0.000011 time 0.4251 (1.2150) loss 1335.6534 (1317.1415) grad_norm 244.3431 (243.9173) embed_mse 1334.5712 (1316.0595) mask_bce 0.2421 (0.2380) mask_dice 0.8402 (0.8440) mem 21941MB +[2025-12-25 08:04:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][50/1573] eta 0:28:44 lr 0.000011 time 0.4340 (1.1326) loss 1260.0463 (1315.1739) grad_norm 163.6497 (230.5394) embed_mse 1258.9880 (1314.0856) mask_bce 0.2144 (0.2447) mask_dice 0.8439 (0.8436) mem 21941MB +[2025-12-25 08:04:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][60/1573] eta 0:26:34 lr 0.000011 time 0.4377 (1.0536) loss 1342.9520 (1314.3866) grad_norm 274.7842 (236.8601) embed_mse 1341.8844 (1313.3008) mask_bce 0.2275 (0.2427) mask_dice 0.8401 (0.8431) mem 21941MB +[2025-12-25 08:05:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][70/1573] eta 0:24:14 lr 0.000011 time 0.4306 (0.9675) loss 1256.4679 (1314.2935) grad_norm 262.7226 (240.0929) embed_mse 1255.3652 (1313.2082) mask_bce 0.2639 (0.2421) mask_dice 0.8388 (0.8432) mem 21941MB +[2025-12-25 08:05:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][80/1573] eta 0:22:53 lr 0.000011 time 0.4332 (0.9200) loss 1275.7629 (1313.9804) grad_norm 201.0199 (229.9630) embed_mse 1274.7189 (1312.8951) mask_bce 0.2031 (0.2412) mask_dice 0.8410 (0.8441) mem 21941MB +[2025-12-25 08:05:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][90/1573] eta 0:23:09 lr 0.000011 time 0.4254 (0.9367) loss 1344.3993 (1314.6703) grad_norm 263.3325 (232.9966) embed_mse 1343.2874 (1313.5842) mask_bce 0.2460 (0.2426) mask_dice 0.8660 (0.8435) mem 21941MB +[2025-12-25 08:05:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][100/1573] eta 0:22:19 lr 0.000011 time 0.4251 (0.9096) loss 1270.4196 (1315.1484) grad_norm 306.8754 (239.1532) embed_mse 1269.3632 (1314.0630) mask_bce 0.1911 (0.2418) mask_dice 0.8652 (0.8436) mem 21941MB +[2025-12-25 08:05:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][110/1573] eta 0:22:23 lr 0.000011 time 5.2256 (0.9185) loss 1291.1980 (1313.6589) grad_norm 203.0136 (236.3732) embed_mse 1290.1227 (1312.5744) mask_bce 0.2301 (0.2409) mask_dice 0.8452 (0.8436) mem 21941MB +[2025-12-25 08:05:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][120/1573] eta 0:22:01 lr 0.000011 time 0.4250 (0.9098) loss 1311.7158 (1312.9403) grad_norm 152.9375 (229.5000) embed_mse 1310.6328 (1311.8565) mask_bce 0.2333 (0.2404) mask_dice 0.8496 (0.8434) mem 21941MB +[2025-12-25 08:05:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][130/1573] eta 0:21:41 lr 0.000011 time 0.4334 (0.9019) loss 1306.7056 (1313.5077) grad_norm 156.6718 (224.9483) embed_mse 1305.6385 (1312.4247) mask_bce 0.2010 (0.2393) mask_dice 0.8660 (0.8436) mem 21941MB +[2025-12-25 08:06:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][140/1573] eta 0:21:52 lr 0.000011 time 3.8583 (0.9156) loss 1380.5596 (1314.1190) grad_norm 293.6308 (228.9884) embed_mse 1379.4819 (1313.0358) mask_bce 0.2510 (0.2399) mask_dice 0.8266 (0.8432) mem 21941MB +[2025-12-25 08:06:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][150/1573] eta 0:20:57 lr 0.000011 time 0.4238 (0.8834) loss 1313.3505 (1314.5386) grad_norm 197.9187 (227.2623) embed_mse 1312.2800 (1313.4548) mask_bce 0.2263 (0.2407) mask_dice 0.8441 (0.8431) mem 21941MB +[2025-12-25 08:06:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][160/1573] eta 0:20:38 lr 0.000011 time 0.4412 (0.8765) loss 1313.0276 (1313.7368) grad_norm 165.8510 (222.0822) embed_mse 1311.8668 (1312.6526) mask_bce 0.3059 (0.2412) mask_dice 0.8549 (0.8431) mem 21941MB +[2025-12-25 08:06:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][170/1573] eta 0:20:27 lr 0.000011 time 0.4305 (0.8750) loss 1298.4674 (1313.2645) grad_norm 184.8776 (220.3105) embed_mse 1297.3876 (1312.1802) mask_bce 0.2398 (0.2415) mask_dice 0.8401 (0.8428) mem 21941MB +[2025-12-25 08:06:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][180/1573] eta 0:20:03 lr 0.000011 time 0.7837 (0.8639) loss 1231.3148 (1313.2852) grad_norm 288.9566 (223.4308) embed_mse 1230.2507 (1312.2002) mask_bce 0.2197 (0.2423) mask_dice 0.8444 (0.8427) mem 21941MB +[2025-12-25 08:06:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][190/1573] eta 0:19:40 lr 0.000011 time 0.4445 (0.8534) loss 1308.5824 (1312.8028) grad_norm 197.0609 (222.2843) embed_mse 1307.4784 (1311.7173) mask_bce 0.2907 (0.2435) mask_dice 0.8132 (0.8420) mem 21941MB +[2025-12-25 08:06:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][200/1573] eta 0:19:49 lr 0.000011 time 0.4439 (0.8663) loss 1409.3021 (1312.7745) grad_norm 180.8611 (218.2656) embed_mse 1408.2054 (1311.6891) mask_bce 0.2466 (0.2430) mask_dice 0.8501 (0.8424) mem 21941MB +[2025-12-25 08:06:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][210/1573] eta 0:19:18 lr 0.000011 time 0.4289 (0.8501) loss 1246.0293 (1312.5126) grad_norm 160.7520 (216.0536) embed_mse 1244.9827 (1311.4272) mask_bce 0.1938 (0.2434) mask_dice 0.8529 (0.8420) mem 21941MB +[2025-12-25 08:06:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][220/1573] eta 0:18:51 lr 0.000011 time 0.4290 (0.8362) loss 1298.5569 (1312.7791) grad_norm 166.9282 (214.2341) embed_mse 1297.4614 (1311.6940) mask_bce 0.2658 (0.2428) mask_dice 0.8297 (0.8422) mem 21941MB +[2025-12-25 08:07:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][230/1573] eta 0:18:43 lr 0.000011 time 0.4612 (0.8369) loss 1343.8340 (1312.4071) grad_norm 172.0295 (212.7268) embed_mse 1342.7406 (1311.3219) mask_bce 0.2125 (0.2429) mask_dice 0.8808 (0.8423) mem 21941MB +[2025-12-25 08:07:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][240/1573] eta 0:18:59 lr 0.000011 time 0.4276 (0.8550) loss 1324.1489 (1311.6805) grad_norm 181.0694 (210.6394) embed_mse 1323.0679 (1310.5948) mask_bce 0.2158 (0.2434) mask_dice 0.8652 (0.8423) mem 21941MB +[2025-12-25 08:07:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][250/1573] eta 0:19:07 lr 0.000011 time 0.4880 (0.8671) loss 1350.3911 (1312.1012) grad_norm 150.1328 (208.6876) embed_mse 1349.3389 (1311.0157) mask_bce 0.2070 (0.2432) mask_dice 0.8453 (0.8423) mem 21941MB +[2025-12-25 08:07:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][260/1573] eta 0:19:04 lr 0.000011 time 0.4677 (0.8718) loss 1369.4393 (1311.8312) grad_norm 258.5872 (210.2470) embed_mse 1368.3678 (1310.7458) mask_bce 0.2383 (0.2433) mask_dice 0.8333 (0.8421) mem 21941MB +[2025-12-25 08:07:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][270/1573] eta 0:18:35 lr 0.000011 time 0.4488 (0.8563) loss 1259.2074 (1310.5981) grad_norm 215.0740 (210.3932) embed_mse 1258.1018 (1309.5127) mask_bce 0.2966 (0.2435) mask_dice 0.8090 (0.8418) mem 21941MB +[2025-12-25 08:07:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][280/1573] eta 0:18:30 lr 0.000011 time 0.4497 (0.8585) loss 1317.2595 (1310.4648) grad_norm 236.4802 (209.9995) embed_mse 1316.1915 (1309.3800) mask_bce 0.2271 (0.2432) mask_dice 0.8409 (0.8417) mem 21941MB +[2025-12-25 08:08:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][290/1573] eta 0:18:33 lr 0.000011 time 0.4298 (0.8680) loss 1247.9277 (1310.6451) grad_norm 149.2721 (208.3126) embed_mse 1246.8499 (1309.5599) mask_bce 0.2455 (0.2433) mask_dice 0.8324 (0.8419) mem 21941MB +[2025-12-25 08:08:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][300/1573] eta 0:18:06 lr 0.000011 time 0.4278 (0.8534) loss 1373.7324 (1311.2718) grad_norm 244.2696 (209.2844) embed_mse 1372.6714 (1310.1865) mask_bce 0.1910 (0.2435) mask_dice 0.8702 (0.8418) mem 21941MB +[2025-12-25 08:08:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][310/1573] eta 0:17:57 lr 0.000011 time 0.4435 (0.8530) loss 1305.2568 (1311.9037) grad_norm 195.3015 (208.9164) embed_mse 1304.2039 (1310.8186) mask_bce 0.2124 (0.2433) mask_dice 0.8406 (0.8418) mem 21941MB +[2025-12-25 08:08:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][320/1573] eta 0:17:56 lr 0.000011 time 0.4285 (0.8594) loss 1311.2378 (1311.7723) grad_norm 210.0581 (210.3689) embed_mse 1310.1516 (1310.6871) mask_bce 0.2476 (0.2435) mask_dice 0.8386 (0.8417) mem 21941MB +[2025-12-25 08:08:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][330/1573] eta 0:17:53 lr 0.000011 time 0.4291 (0.8634) loss 1360.3669 (1311.6610) grad_norm 141.7366 (208.6949) embed_mse 1359.2682 (1310.5756) mask_bce 0.2712 (0.2440) mask_dice 0.8275 (0.8415) mem 21941MB +[2025-12-25 08:08:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][340/1573] eta 0:18:02 lr 0.000011 time 0.4370 (0.8781) loss 1302.7925 (1311.7097) grad_norm 265.0913 (210.0377) embed_mse 1301.7266 (1310.6235) mask_bce 0.2359 (0.2449) mask_dice 0.8300 (0.8413) mem 21941MB +[2025-12-25 08:08:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][350/1573] eta 0:17:42 lr 0.000011 time 0.4246 (0.8688) loss 1279.6252 (1311.2160) grad_norm 165.9455 (209.0123) embed_mse 1278.5474 (1310.1299) mask_bce 0.2429 (0.2448) mask_dice 0.8350 (0.8413) mem 21941MB +[2025-12-25 08:09:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][360/1573] eta 0:17:36 lr 0.000010 time 0.4351 (0.8713) loss 1349.0786 (1311.8788) grad_norm 193.0388 (208.9616) embed_mse 1347.9927 (1310.7925) mask_bce 0.2505 (0.2451) mask_dice 0.8355 (0.8411) mem 21941MB +[2025-12-25 08:09:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][370/1573] eta 0:17:19 lr 0.000010 time 0.4370 (0.8644) loss 1293.7628 (1311.9778) grad_norm 168.6633 (208.0856) embed_mse 1292.6860 (1310.8916) mask_bce 0.2460 (0.2449) mask_dice 0.8307 (0.8413) mem 21941MB +[2025-12-25 08:09:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][380/1573] eta 0:17:20 lr 0.000010 time 0.4464 (0.8721) loss 1365.2302 (1311.5300) grad_norm 168.2292 (207.2375) embed_mse 1364.0558 (1310.4437) mask_bce 0.3301 (0.2451) mask_dice 0.8443 (0.8412) mem 21941MB +[2025-12-25 08:09:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][390/1573] eta 0:17:21 lr 0.000010 time 0.4252 (0.8800) loss 1361.0360 (1311.4927) grad_norm 200.0569 (207.0880) embed_mse 1359.9756 (1310.4064) mask_bce 0.2119 (0.2452) mask_dice 0.8485 (0.8412) mem 21941MB +[2025-12-25 08:09:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][400/1573] eta 0:17:06 lr 0.000010 time 0.4301 (0.8748) loss 1346.8730 (1311.7462) grad_norm 475.0999 (213.0783) embed_mse 1345.8036 (1310.6603) mask_bce 0.2244 (0.2444) mask_dice 0.8451 (0.8415) mem 21941MB +[2025-12-25 08:09:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][410/1573] eta 0:17:03 lr 0.000010 time 0.4270 (0.8799) loss 1310.2816 (1312.0520) grad_norm 253.5798 (213.8724) embed_mse 1309.2236 (1310.9662) mask_bce 0.2296 (0.2443) mask_dice 0.8284 (0.8415) mem 21941MB +[2025-12-25 08:10:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][420/1573] eta 0:16:44 lr 0.000010 time 0.4320 (0.8708) loss 1372.7339 (1312.1484) grad_norm 208.7678 (213.7743) embed_mse 1371.6327 (1311.0626) mask_bce 0.2846 (0.2444) mask_dice 0.8165 (0.8414) mem 21941MB +[2025-12-25 08:10:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][430/1573] eta 0:16:27 lr 0.000010 time 0.4318 (0.8638) loss 1298.4249 (1312.0430) grad_norm 233.0501 (214.1380) embed_mse 1297.3242 (1310.9572) mask_bce 0.2576 (0.2442) mask_dice 0.8432 (0.8415) mem 21941MB +[2025-12-25 08:10:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][440/1573] eta 0:16:11 lr 0.000010 time 0.4512 (0.8577) loss 1307.1221 (1312.6240) grad_norm 437.5304 (217.5658) embed_mse 1306.0466 (1311.5383) mask_bce 0.2387 (0.2444) mask_dice 0.8366 (0.8414) mem 21941MB +[2025-12-25 08:10:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][450/1573] eta 0:16:00 lr 0.000010 time 0.4301 (0.8555) loss 1401.8264 (1312.6648) grad_norm 289.6989 (218.8539) embed_mse 1400.7618 (1311.5789) mask_bce 0.2159 (0.2445) mask_dice 0.8487 (0.8415) mem 21941MB +[2025-12-25 08:10:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][460/1573] eta 0:15:50 lr 0.000010 time 0.4310 (0.8537) loss 1380.4767 (1313.0761) grad_norm 189.0460 (218.3310) embed_mse 1379.3732 (1311.9900) mask_bce 0.2533 (0.2448) mask_dice 0.8503 (0.8414) mem 21941MB +[2025-12-25 08:10:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][470/1573] eta 0:15:55 lr 0.000010 time 0.4240 (0.8663) loss 1310.7715 (1313.3182) grad_norm 164.5056 (217.4030) embed_mse 1309.6548 (1312.2320) mask_bce 0.2948 (0.2448) mask_dice 0.8218 (0.8414) mem 21941MB +[2025-12-25 08:10:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][480/1573] eta 0:15:40 lr 0.000010 time 0.4364 (0.8609) loss 1270.9698 (1313.7776) grad_norm 378.4599 (220.9415) embed_mse 1269.8754 (1312.6912) mask_bce 0.2759 (0.2450) mask_dice 0.8186 (0.8414) mem 21941MB +[2025-12-25 08:10:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][490/1573] eta 0:15:28 lr 0.000010 time 0.4412 (0.8576) loss 1259.0405 (1313.5698) grad_norm 217.7805 (220.8896) embed_mse 1257.9493 (1312.4832) mask_bce 0.2740 (0.2454) mask_dice 0.8171 (0.8411) mem 21941MB +[2025-12-25 08:11:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][500/1573] eta 0:15:15 lr 0.000010 time 0.4354 (0.8530) loss 1313.8833 (1313.8551) grad_norm 235.8733 (221.1313) embed_mse 1312.8339 (1312.7687) mask_bce 0.2082 (0.2453) mask_dice 0.8411 (0.8411) mem 21941MB +[2025-12-25 08:11:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][510/1573] eta 0:15:15 lr 0.000010 time 0.4327 (0.8612) loss 1320.8140 (1313.9796) grad_norm 207.7720 (220.9193) embed_mse 1319.7571 (1312.8932) mask_bce 0.2206 (0.2451) mask_dice 0.8363 (0.8412) mem 21941MB +[2025-12-25 08:11:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][520/1573] eta 0:14:59 lr 0.000010 time 0.4401 (0.8547) loss 1310.3555 (1314.0619) grad_norm 267.1497 (225.0595) embed_mse 1309.2874 (1312.9758) mask_bce 0.1967 (0.2448) mask_dice 0.8714 (0.8412) mem 21941MB +[2025-12-25 08:11:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][530/1573] eta 0:14:48 lr 0.000010 time 0.4381 (0.8514) loss 1299.2531 (1313.7583) grad_norm 278.8466 (225.8745) embed_mse 1298.1672 (1312.6721) mask_bce 0.2371 (0.2452) mask_dice 0.8487 (0.8410) mem 21941MB +[2025-12-25 08:11:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][540/1573] eta 0:14:35 lr 0.000010 time 0.4263 (0.8471) loss 1299.6891 (1313.7229) grad_norm 344.9595 (227.6519) embed_mse 1298.5703 (1312.6367) mask_bce 0.2907 (0.2450) mask_dice 0.8281 (0.8412) mem 21941MB +[2025-12-25 08:11:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][550/1573] eta 0:14:27 lr 0.000010 time 0.4293 (0.8480) loss 1307.7959 (1313.6304) grad_norm 151.7229 (226.5353) embed_mse 1306.7455 (1312.5444) mask_bce 0.1864 (0.2446) mask_dice 0.8640 (0.8413) mem 21941MB +[2025-12-25 08:11:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][560/1573] eta 0:14:20 lr 0.000010 time 0.4286 (0.8495) loss 1306.7130 (1313.7866) grad_norm 169.2231 (226.2574) embed_mse 1305.6316 (1312.7006) mask_bce 0.2511 (0.2446) mask_dice 0.8304 (0.8413) mem 21941MB +[2025-12-25 08:11:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][570/1573] eta 0:14:07 lr 0.000010 time 0.4322 (0.8446) loss 1314.4642 (1313.9316) grad_norm 313.2434 (227.4826) embed_mse 1313.3849 (1312.8457) mask_bce 0.2326 (0.2446) mask_dice 0.8466 (0.8413) mem 21941MB +[2025-12-25 08:12:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][580/1573] eta 0:14:00 lr 0.000010 time 0.4353 (0.8466) loss 1326.8035 (1314.3024) grad_norm 212.8075 (227.2788) embed_mse 1325.7255 (1313.2165) mask_bce 0.2413 (0.2447) mask_dice 0.8366 (0.8412) mem 21941MB +[2025-12-25 08:12:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][590/1573] eta 0:13:47 lr 0.000010 time 0.4233 (0.8416) loss 1381.9630 (1314.4427) grad_norm 242.6107 (227.4888) embed_mse 1380.8926 (1313.3568) mask_bce 0.2250 (0.2446) mask_dice 0.8455 (0.8413) mem 21941MB +[2025-12-25 08:12:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][600/1573] eta 0:13:47 lr 0.000010 time 0.4335 (0.8509) loss 1259.0311 (1314.3170) grad_norm 339.8911 (229.6497) embed_mse 1257.9796 (1313.2311) mask_bce 0.2057 (0.2447) mask_dice 0.8458 (0.8412) mem 21941MB +[2025-12-25 08:12:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][610/1573] eta 0:13:37 lr 0.000010 time 2.1169 (0.8491) loss 1305.8538 (1314.0548) grad_norm 271.0593 (230.1945) embed_mse 1304.7845 (1312.9689) mask_bce 0.2285 (0.2449) mask_dice 0.8407 (0.8411) mem 21941MB +[2025-12-25 08:12:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][620/1573] eta 0:13:24 lr 0.000010 time 0.4371 (0.8439) loss 1298.5889 (1314.0203) grad_norm 350.5414 (231.7575) embed_mse 1297.4329 (1312.9341) mask_bce 0.3191 (0.2452) mask_dice 0.8369 (0.8410) mem 21941MB +[2025-12-25 08:12:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][630/1573] eta 0:13:16 lr 0.000010 time 0.4313 (0.8442) loss 1289.0123 (1313.7406) grad_norm 202.5943 (231.3836) embed_mse 1287.9368 (1312.6547) mask_bce 0.2474 (0.2450) mask_dice 0.8282 (0.8410) mem 21941MB +[2025-12-25 08:12:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][640/1573] eta 0:13:06 lr 0.000010 time 0.4526 (0.8427) loss 1319.1528 (1313.9297) grad_norm 302.7467 (232.3499) embed_mse 1318.0485 (1312.8436) mask_bce 0.2761 (0.2451) mask_dice 0.8283 (0.8409) mem 21941MB +[2025-12-25 08:13:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][650/1573] eta 0:13:02 lr 0.000010 time 0.4673 (0.8480) loss 1300.1652 (1313.8166) grad_norm 379.9827 (234.1725) embed_mse 1299.0779 (1312.7304) mask_bce 0.2500 (0.2454) mask_dice 0.8372 (0.8409) mem 21941MB +[2025-12-25 08:13:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][660/1573] eta 0:13:02 lr 0.000010 time 6.3267 (0.8574) loss 1310.9124 (1313.8002) grad_norm 267.0167 (234.5731) embed_mse 1309.8241 (1312.7139) mask_bce 0.2591 (0.2455) mask_dice 0.8292 (0.8408) mem 21941MB +[2025-12-25 08:13:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][670/1573] eta 0:12:58 lr 0.000010 time 0.4368 (0.8616) loss 1328.8053 (1314.0010) grad_norm 176.1381 (233.8691) embed_mse 1327.7192 (1312.9144) mask_bce 0.2466 (0.2458) mask_dice 0.8395 (0.8407) mem 21941MB +[2025-12-25 08:13:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][680/1573] eta 0:12:43 lr 0.000010 time 0.4247 (0.8553) loss 1298.4357 (1313.8778) grad_norm 222.1847 (233.5236) embed_mse 1297.2804 (1312.7913) mask_bce 0.3279 (0.2458) mask_dice 0.8274 (0.8407) mem 21941MB +[2025-12-25 08:13:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][690/1573] eta 0:12:37 lr 0.000010 time 0.8576 (0.8581) loss 1325.8190 (1314.0704) grad_norm 181.2065 (232.9153) embed_mse 1324.7444 (1312.9840) mask_bce 0.2425 (0.2458) mask_dice 0.8322 (0.8407) mem 21941MB +[2025-12-25 08:14:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][700/1573] eta 0:12:36 lr 0.000010 time 0.4282 (0.8670) loss 1404.3521 (1314.1136) grad_norm 233.0076 (232.9163) embed_mse 1403.2653 (1313.0269) mask_bce 0.2436 (0.2460) mask_dice 0.8431 (0.8407) mem 21941MB +[2025-12-25 08:14:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][710/1573] eta 0:12:32 lr 0.000010 time 7.9095 (0.8716) loss 1339.2604 (1313.7718) grad_norm 209.6233 (232.6516) embed_mse 1338.1732 (1312.6854) mask_bce 0.2602 (0.2458) mask_dice 0.8270 (0.8406) mem 21941MB +[2025-12-25 08:14:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][720/1573] eta 0:12:18 lr 0.000010 time 0.4402 (0.8655) loss 1344.8848 (1313.5530) grad_norm 419.1786 (235.0922) embed_mse 1343.8002 (1312.4665) mask_bce 0.2608 (0.2459) mask_dice 0.8238 (0.8406) mem 21941MB +[2025-12-25 08:14:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][730/1573] eta 0:12:11 lr 0.000010 time 0.4367 (0.8683) loss 1274.1166 (1313.3485) grad_norm 165.7210 (234.3299) embed_mse 1273.0548 (1312.2619) mask_bce 0.2217 (0.2460) mask_dice 0.8401 (0.8405) mem 21941MB +[2025-12-25 08:14:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][740/1573] eta 0:12:06 lr 0.000010 time 8.1428 (0.8727) loss 1353.9286 (1313.0994) grad_norm 192.4526 (233.8747) embed_mse 1352.8607 (1312.0130) mask_bce 0.2380 (0.2459) mask_dice 0.8298 (0.8404) mem 21941MB +[2025-12-25 08:14:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][750/1573] eta 0:11:59 lr 0.000010 time 0.4363 (0.8738) loss 1285.8409 (1313.3460) grad_norm 202.6722 (233.5392) embed_mse 1284.7593 (1312.2597) mask_bce 0.2535 (0.2460) mask_dice 0.8282 (0.8404) mem 21941MB +[2025-12-25 08:14:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][760/1573] eta 0:11:46 lr 0.000010 time 0.4310 (0.8692) loss 1418.4866 (1313.4137) grad_norm 218.2669 (232.8650) embed_mse 1417.3722 (1312.3273) mask_bce 0.2624 (0.2461) mask_dice 0.8521 (0.8403) mem 21941MB +[2025-12-25 08:15:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][770/1573] eta 0:11:38 lr 0.000010 time 0.4212 (0.8694) loss 1263.9603 (1313.3189) grad_norm 151.7315 (232.0198) embed_mse 1262.9108 (1312.2324) mask_bce 0.1796 (0.2461) mask_dice 0.8699 (0.8403) mem 21941MB +[2025-12-25 08:15:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][780/1573] eta 0:11:30 lr 0.000010 time 0.4386 (0.8705) loss 1347.1740 (1313.1685) grad_norm 217.6814 (231.8720) embed_mse 1345.9817 (1312.0821) mask_bce 0.3321 (0.2461) mask_dice 0.8602 (0.8404) mem 21941MB +[2025-12-25 08:15:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][790/1573] eta 0:11:20 lr 0.000010 time 0.4268 (0.8690) loss 1313.2972 (1313.1041) grad_norm 225.8630 (231.8107) embed_mse 1312.2163 (1312.0176) mask_bce 0.2570 (0.2463) mask_dice 0.8240 (0.8403) mem 21941MB +[2025-12-25 08:15:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][800/1573] eta 0:11:12 lr 0.000010 time 0.4259 (0.8703) loss 1296.5570 (1313.1389) grad_norm 176.1295 (231.9941) embed_mse 1295.3650 (1312.0523) mask_bce 0.3434 (0.2462) mask_dice 0.8486 (0.8404) mem 21941MB +[2025-12-25 08:15:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][810/1573] eta 0:11:07 lr 0.000010 time 0.4392 (0.8754) loss 1334.0240 (1313.2627) grad_norm 155.0413 (231.2322) embed_mse 1332.9664 (1312.1761) mask_bce 0.2061 (0.2462) mask_dice 0.8515 (0.8404) mem 21941MB +[2025-12-25 08:15:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][820/1573] eta 0:10:55 lr 0.000010 time 0.4249 (0.8701) loss 1312.9034 (1313.5779) grad_norm 304.7444 (231.9529) embed_mse 1311.7998 (1312.4914) mask_bce 0.2989 (0.2462) mask_dice 0.8047 (0.8403) mem 21941MB +[2025-12-25 08:15:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][830/1573] eta 0:10:45 lr 0.000010 time 0.4351 (0.8693) loss 1264.7080 (1313.2113) grad_norm 268.7899 (232.3105) embed_mse 1263.6029 (1312.1248) mask_bce 0.2832 (0.2463) mask_dice 0.8220 (0.8403) mem 21941MB +[2025-12-25 08:16:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][840/1573] eta 0:10:37 lr 0.000010 time 4.0179 (0.8699) loss 1288.1868 (1313.1393) grad_norm 192.1764 (232.1206) embed_mse 1287.1023 (1312.0526) mask_bce 0.2436 (0.2464) mask_dice 0.8408 (0.8402) mem 21941MB +[2025-12-25 08:16:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][850/1573] eta 0:10:28 lr 0.000010 time 0.4308 (0.8692) loss 1354.0911 (1313.1415) grad_norm 195.6625 (231.7766) embed_mse 1352.9884 (1312.0548) mask_bce 0.2422 (0.2465) mask_dice 0.8604 (0.8402) mem 21941MB +[2025-12-25 08:16:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][860/1573] eta 0:10:16 lr 0.000010 time 0.4302 (0.8645) loss 1333.9120 (1313.2645) grad_norm 172.7398 (231.2249) embed_mse 1332.8234 (1312.1779) mask_bce 0.2559 (0.2464) mask_dice 0.8327 (0.8402) mem 21941MB +[2025-12-25 08:16:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][870/1573] eta 0:10:08 lr 0.000010 time 1.3526 (0.8663) loss 1309.0286 (1313.1366) grad_norm 141.7505 (230.3964) embed_mse 1307.9536 (1312.0500) mask_bce 0.2208 (0.2463) mask_dice 0.8542 (0.8402) mem 21941MB +[2025-12-25 08:16:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][880/1573] eta 0:10:01 lr 0.000010 time 0.4287 (0.8685) loss 1306.0712 (1313.2369) grad_norm 200.1466 (230.1009) embed_mse 1305.0206 (1312.1504) mask_bce 0.1941 (0.2463) mask_dice 0.8565 (0.8403) mem 21941MB +[2025-12-25 08:16:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][890/1573] eta 0:09:51 lr 0.000010 time 0.4364 (0.8659) loss 1327.5427 (1313.0423) grad_norm 171.6084 (229.5740) embed_mse 1326.4609 (1311.9557) mask_bce 0.2405 (0.2464) mask_dice 0.8413 (0.8402) mem 21941MB +[2025-12-25 08:16:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][900/1573] eta 0:09:44 lr 0.000010 time 0.4462 (0.8682) loss 1284.9705 (1313.1270) grad_norm 240.7064 (229.6734) embed_mse 1283.8973 (1312.0405) mask_bce 0.2134 (0.2463) mask_dice 0.8598 (0.8402) mem 21941MB +[2025-12-25 08:17:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][910/1573] eta 0:09:34 lr 0.000010 time 0.4339 (0.8658) loss 1324.5868 (1313.2386) grad_norm 197.1407 (229.3855) embed_mse 1323.5071 (1312.1520) mask_bce 0.2516 (0.2464) mask_dice 0.8281 (0.8402) mem 21941MB +[2025-12-25 08:17:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][920/1573] eta 0:09:24 lr 0.000010 time 0.4566 (0.8648) loss 1325.6454 (1313.1882) grad_norm 204.2006 (228.9606) embed_mse 1324.6040 (1312.1017) mask_bce 0.1760 (0.2463) mask_dice 0.8653 (0.8402) mem 21941MB +[2025-12-25 08:17:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][930/1573] eta 0:09:15 lr 0.000010 time 0.4347 (0.8644) loss 1263.3407 (1313.1143) grad_norm 241.6597 (229.0700) embed_mse 1262.2656 (1312.0279) mask_bce 0.2174 (0.2462) mask_dice 0.8576 (0.8402) mem 21941MB +[2025-12-25 08:17:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][940/1573] eta 0:09:07 lr 0.000010 time 0.4601 (0.8654) loss 1273.0367 (1313.0690) grad_norm 221.0462 (229.0015) embed_mse 1271.9808 (1311.9825) mask_bce 0.2051 (0.2463) mask_dice 0.8509 (0.8402) mem 21941MB +[2025-12-25 08:17:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][950/1573] eta 0:08:56 lr 0.000010 time 0.4574 (0.8619) loss 1326.7480 (1312.7593) grad_norm 147.0312 (228.3068) embed_mse 1325.6520 (1311.6728) mask_bce 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08:18:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][990/1573] eta 0:08:23 lr 0.000010 time 0.4242 (0.8640) loss 1322.5084 (1312.8099) grad_norm 174.4308 (227.0616) embed_mse 1321.4353 (1311.7235) mask_bce 0.2225 (0.2461) mask_dice 0.8506 (0.8403) mem 21941MB +[2025-12-25 08:18:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1000/1573] eta 0:08:13 lr 0.000010 time 0.4239 (0.8612) loss 1330.9747 (1312.9326) grad_norm 191.2684 (226.3596) embed_mse 1329.9115 (1311.8462) mask_bce 0.2153 (0.2461) mask_dice 0.8479 (0.8403) mem 21941MB +[2025-12-25 08:18:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1010/1573] eta 0:08:06 lr 0.000010 time 0.4326 (0.8633) loss 1277.3182 (1313.0047) grad_norm 196.7382 (226.1245) embed_mse 1276.2539 (1311.9182) mask_bce 0.2336 (0.2461) mask_dice 0.8307 (0.8404) mem 21941MB +[2025-12-25 08:18:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1020/1573] eta 0:07:55 lr 0.000010 time 0.4359 (0.8599) loss 1358.4813 (1312.9169) grad_norm 170.2180 (225.6843) embed_mse 1357.3954 (1311.8304) mask_bce 0.2454 (0.2462) mask_dice 0.8405 (0.8403) mem 21941MB +[2025-12-25 08:18:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1030/1573] eta 0:07:48 lr 0.000010 time 0.4750 (0.8623) loss 1336.8348 (1313.0111) grad_norm 213.9101 (225.5923) embed_mse 1335.7081 (1311.9246) mask_bce 0.3088 (0.2461) mask_dice 0.8179 (0.8404) mem 21941MB +[2025-12-25 08:18:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1040/1573] eta 0:07:38 lr 0.000010 time 0.4226 (0.8594) loss 1273.0038 (1312.8878) grad_norm 262.2677 (226.1133) embed_mse 1271.9340 (1311.8013) mask_bce 0.2443 (0.2462) mask_dice 0.8255 (0.8404) mem 21941MB +[2025-12-25 08:18:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1050/1573] eta 0:07:28 lr 0.000010 time 0.4269 (0.8583) loss 1320.8014 (1312.9146) grad_norm 199.7698 (225.9122) embed_mse 1319.7338 (1311.8280) mask_bce 0.2000 (0.2462) mask_dice 0.8676 (0.8404) mem 21941MB +[2025-12-25 08:19:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1060/1573] eta 0:07:19 lr 0.000010 time 0.4324 (0.8559) loss 1275.5658 (1312.7604) grad_norm 210.2033 (225.7932) embed_mse 1274.4741 (1311.6739) mask_bce 0.2605 (0.2462) mask_dice 0.8312 (0.8403) mem 21941MB +[2025-12-25 08:19:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1070/1573] eta 0:07:08 lr 0.000010 time 0.4259 (0.8520) loss 1315.1372 (1312.7321) grad_norm 146.8950 (225.2000) embed_mse 1314.0776 (1311.6456) mask_bce 0.2231 (0.2462) mask_dice 0.8364 (0.8403) mem 21941MB +[2025-12-25 08:19:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1080/1573] eta 0:07:01 lr 0.000010 time 3.5219 (0.8552) loss 1217.0691 (1312.6555) grad_norm 310.9420 (225.7870) embed_mse 1216.0072 (1311.5690) mask_bce 0.2241 (0.2461) mask_dice 0.8378 (0.8404) mem 21941MB +[2025-12-25 08:19:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1090/1573] eta 0:06:52 lr 0.000010 time 0.4278 (0.8546) loss 1296.3669 (1312.7053) grad_norm 301.5704 (226.3443) embed_mse 1295.2911 (1311.6188) mask_bce 0.2176 (0.2461) mask_dice 0.8581 (0.8404) mem 21941MB +[2025-12-25 08:19:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1100/1573] eta 0:06:43 lr 0.000010 time 0.4258 (0.8522) loss 1363.1365 (1312.6250) grad_norm 231.4057 (226.3812) embed_mse 1362.0499 (1311.5386) mask_bce 0.2413 (0.2461) mask_dice 0.8453 (0.8404) mem 21941MB +[2025-12-25 08:19:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1110/1573] eta 0:06:35 lr 0.000010 time 5.8441 (0.8546) loss 1347.5415 (1312.5783) grad_norm 206.0049 (226.2336) embed_mse 1346.4584 (1311.4919) mask_bce 0.2355 (0.2459) mask_dice 0.8476 (0.8405) mem 21941MB +[2025-12-25 08:19:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1120/1573] eta 0:06:26 lr 0.000010 time 0.4656 (0.8535) loss 1359.3766 (1312.5506) grad_norm 265.7704 (226.0538) embed_mse 1358.2650 (1311.4642) mask_bce 0.2727 (0.2460) mask_dice 0.8389 (0.8404) mem 21941MB +[2025-12-25 08:19:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1130/1573] eta 0:06:16 lr 0.000010 time 0.4297 (0.8498) loss 1360.1025 (1312.5640) grad_norm 281.3641 (226.4461) embed_mse 1359.0182 (1311.4775) mask_bce 0.2354 (0.2461) mask_dice 0.8489 (0.8404) mem 21941MB +[2025-12-25 08:20:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1140/1573] eta 0:06:06 lr 0.000010 time 0.7021 (0.8471) loss 1273.2257 (1312.5649) grad_norm 245.7124 (226.5818) embed_mse 1272.1459 (1311.4785) mask_bce 0.2347 (0.2460) mask_dice 0.8450 (0.8404) mem 21941MB +[2025-12-25 08:20:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1150/1573] eta 0:05:56 lr 0.000009 time 0.4301 (0.8438) loss 1349.2153 (1312.5414) grad_norm 158.2850 (226.1042) embed_mse 1348.0981 (1311.4551) mask_bce 0.2886 (0.2460) mask_dice 0.8286 (0.8404) mem 21941MB +[2025-12-25 08:20:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1160/1573] eta 0:05:47 lr 0.000009 time 0.4226 (0.8412) loss 1301.1221 (1312.4592) grad_norm 152.9713 (225.0928) embed_mse 1300.0443 (1311.3729) mask_bce 0.2371 (0.2459) mask_dice 0.8407 (0.8403) mem 21941MB +[2025-12-25 08:20:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1170/1573] eta 0:05:38 lr 0.000009 time 2.6641 (0.8407) loss 1335.6078 (1312.5044) grad_norm 245.7283 (225.2342) embed_mse 1334.5336 (1311.4181) mask_bce 0.2322 (0.2459) mask_dice 0.8420 (0.8403) mem 21941MB +[2025-12-25 08:20:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1180/1573] eta 0:05:29 lr 0.000009 time 0.4280 (0.8389) loss 1298.6036 (1312.5727) grad_norm 176.8671 (224.9051) embed_mse 1297.5011 (1311.4865) mask_bce 0.2759 (0.2459) mask_dice 0.8267 (0.8403) mem 21941MB +[2025-12-25 08:20:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1190/1573] eta 0:05:20 lr 0.000009 time 0.4246 (0.8361) loss 1283.3391 (1312.6128) grad_norm 164.7806 (224.4989) embed_mse 1282.2612 (1311.5265) mask_bce 0.2501 (0.2460) mask_dice 0.8278 (0.8403) mem 21941MB +[2025-12-25 08:20:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1200/1573] eta 0:05:10 lr 0.000009 time 0.4210 (0.8327) loss 1287.0294 (1312.4591) grad_norm 181.0287 (223.8951) embed_mse 1285.9344 (1311.3728) mask_bce 0.2753 (0.2459) mask_dice 0.8197 (0.8404) mem 21941MB +[2025-12-25 08:20:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1210/1573] eta 0:05:01 lr 0.000009 time 0.4466 (0.8301) loss 1267.4685 (1312.4943) grad_norm 180.4788 (223.6075) embed_mse 1266.3795 (1311.4080) mask_bce 0.2653 (0.2460) mask_dice 0.8237 (0.8404) mem 21941MB +[2025-12-25 08:20:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1220/1573] eta 0:04:51 lr 0.000009 time 0.4312 (0.8268) loss 1353.7068 (1312.5719) grad_norm 203.7595 (223.4769) embed_mse 1352.6117 (1311.4855) mask_bce 0.2698 (0.2460) mask_dice 0.8253 (0.8404) mem 21941MB +[2025-12-25 08:20:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1230/1573] eta 0:04:43 lr 0.000009 time 0.4227 (0.8255) loss 1321.9270 (1312.5901) grad_norm 196.1965 (223.2986) embed_mse 1320.8585 (1311.5037) mask_bce 0.2180 (0.2461) mask_dice 0.8504 (0.8403) mem 21941MB +[2025-12-25 08:20:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1240/1573] eta 0:04:33 lr 0.000009 time 0.4286 (0.8223) loss 1327.4384 (1312.7370) grad_norm 181.2104 (223.0044) embed_mse 1326.3776 (1311.6505) mask_bce 0.2069 (0.2462) mask_dice 0.8539 (0.8403) mem 21941MB +[2025-12-25 08:21:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1250/1573] eta 0:04:25 lr 0.000009 time 0.4269 (0.8212) loss 1320.1509 (1312.8229) grad_norm 222.3951 (223.0005) embed_mse 1319.0347 (1311.7364) mask_bce 0.2830 (0.2462) mask_dice 0.8332 (0.8403) mem 21941MB +[2025-12-25 08:21:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1260/1573] eta 0:04:18 lr 0.000009 time 4.5518 (0.8256) loss 1323.7932 (1312.9524) grad_norm 201.9205 (222.8662) embed_mse 1322.7247 (1311.8659) mask_bce 0.2176 (0.2462) mask_dice 0.8508 (0.8403) mem 21941MB +[2025-12-25 08:21:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1270/1573] eta 0:04:09 lr 0.000009 time 0.4259 (0.8246) loss 1359.1184 (1312.9005) grad_norm 223.7106 (222.8716) embed_mse 1358.0287 (1311.8141) mask_bce 0.2577 (0.2462) mask_dice 0.8320 (0.8402) mem 21941MB +[2025-12-25 08:21:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1280/1573] eta 0:04:00 lr 0.000009 time 0.4210 (0.8215) loss 1319.1869 (1312.8761) grad_norm 223.8884 (222.7679) embed_mse 1318.1088 (1311.7897) mask_bce 0.2332 (0.2462) mask_dice 0.8450 (0.8402) mem 21941MB +[2025-12-25 08:21:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1290/1573] eta 0:03:51 lr 0.000009 time 0.4174 (0.8186) loss 1272.1631 (1312.8362) grad_norm 196.3164 (222.6037) embed_mse 1271.0813 (1311.7499) mask_bce 0.2383 (0.2460) mask_dice 0.8435 (0.8403) mem 21941MB +[2025-12-25 08:21:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1300/1573] eta 0:03:43 lr 0.000009 time 0.4268 (0.8186) loss 1365.5721 (1312.8965) grad_norm inf (inf) embed_mse 1364.4746 (1311.8102) mask_bce 0.2429 (0.2460) mask_dice 0.8546 (0.8403) mem 21941MB +[2025-12-25 08:21:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1310/1573] eta 0:03:35 lr 0.000009 time 2.7505 (0.8191) loss 1297.7682 (1312.7546) grad_norm 180.5268 (inf) embed_mse 1296.6768 (1311.6683) mask_bce 0.2546 (0.2460) mask_dice 0.8368 (0.8403) mem 21941MB +[2025-12-25 08:21:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1320/1573] eta 0:03:26 lr 0.000009 time 0.4235 (0.8162) loss 1332.2556 (1312.7797) grad_norm 225.0079 (inf) embed_mse 1331.1708 (1311.6934) mask_bce 0.2550 (0.2460) mask_dice 0.8298 (0.8403) mem 21941MB +[2025-12-25 08:21:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1330/1573] eta 0:03:17 lr 0.000009 time 0.4194 (0.8140) loss 1268.6375 (1312.6620) grad_norm 189.7744 (inf) embed_mse 1267.5466 (1311.5757) mask_bce 0.2562 (0.2461) mask_dice 0.8345 (0.8402) mem 21941MB +[2025-12-25 08:22:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1340/1573] eta 0:03:09 lr 0.000009 time 0.4218 (0.8115) loss 1375.7072 (1312.7784) grad_norm 176.5740 (inf) embed_mse 1374.6301 (1311.6921) mask_bce 0.2010 (0.2459) mask_dice 0.8761 (0.8403) mem 21941MB +[2025-12-25 08:22:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1350/1573] eta 0:03:00 lr 0.000009 time 0.4205 (0.8091) loss 1298.3552 (1312.8227) grad_norm 153.0348 (inf) embed_mse 1297.2648 (1311.7364) mask_bce 0.2620 (0.2459) mask_dice 0.8285 (0.8404) mem 21941MB +[2025-12-25 08:22:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1360/1573] eta 0:02:52 lr 0.000009 time 0.4354 (0.8077) loss 1255.3936 (1312.9076) grad_norm 237.0312 (inf) embed_mse 1254.3215 (1311.8214) mask_bce 0.2195 (0.2459) mask_dice 0.8525 (0.8404) mem 21941MB +[2025-12-25 08:22:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1370/1573] eta 0:02:44 lr 0.000009 time 0.4343 (0.8092) loss 1313.1790 (1312.8367) grad_norm 169.9093 (inf) embed_mse 1312.1002 (1311.7505) mask_bce 0.2382 (0.2459) mask_dice 0.8406 (0.8404) mem 21941MB +[2025-12-25 08:22:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1380/1573] eta 0:02:35 lr 0.000009 time 0.4481 (0.8079) loss 1344.8003 (1312.8068) grad_norm 260.1384 (inf) embed_mse 1343.7250 (1311.7205) mask_bce 0.2234 (0.2459) mask_dice 0.8519 (0.8404) mem 21941MB +[2025-12-25 08:22:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1390/1573] eta 0:02:27 lr 0.000009 time 0.4234 (0.8057) loss 1277.0533 (1312.7785) grad_norm 212.0345 (inf) embed_mse 1275.9662 (1311.6921) mask_bce 0.2538 (0.2460) mask_dice 0.8334 (0.8404) mem 21941MB +[2025-12-25 08:22:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1400/1573] eta 0:02:19 lr 0.000009 time 0.4319 (0.8064) loss 1371.4301 (1312.7982) grad_norm 172.9928 (inf) embed_mse 1370.3052 (1311.7117) mask_bce 0.2911 (0.2461) mask_dice 0.8337 (0.8404) mem 21941MB +[2025-12-25 08:22:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1410/1573] eta 0:02:11 lr 0.000009 time 0.4240 (0.8037) loss 1308.9694 (1312.8624) grad_norm 291.4846 (inf) embed_mse 1307.8416 (1311.7758) mask_bce 0.2994 (0.2461) mask_dice 0.8285 (0.8405) mem 21941MB +[2025-12-25 08:22:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1420/1573] eta 0:02:02 lr 0.000009 time 0.4244 (0.8021) loss 1356.5754 (1312.9935) grad_norm 180.2755 (inf) embed_mse 1355.5129 (1311.9069) mask_bce 0.2294 (0.2461) mask_dice 0.8332 (0.8405) mem 21941MB +[2025-12-25 08:23:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1430/1573] eta 0:01:54 lr 0.000009 time 0.4257 (0.8020) loss 1242.7465 (1312.9752) grad_norm 155.3018 (inf) embed_mse 1241.7139 (1311.8887) mask_bce 0.1827 (0.2460) mask_dice 0.8498 (0.8406) mem 21941MB +[2025-12-25 08:23:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1440/1573] eta 0:01:46 lr 0.000009 time 0.4381 (0.8014) loss 1371.6886 (1312.9917) grad_norm 176.9898 (inf) embed_mse 1370.5963 (1311.9052) mask_bce 0.2393 (0.2460) mask_dice 0.8530 (0.8406) mem 21941MB +[2025-12-25 08:23:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1450/1573] eta 0:01:38 lr 0.000009 time 0.4558 (0.7990) loss 1353.0580 (1312.8664) grad_norm 169.1685 (inf) embed_mse 1351.9531 (1311.7800) mask_bce 0.2864 (0.2458) mask_dice 0.8185 (0.8406) mem 21941MB +[2025-12-25 08:23:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1460/1573] eta 0:01:30 lr 0.000009 time 0.4334 (0.7965) loss 1363.6427 (1312.8010) grad_norm 258.9741 (inf) embed_mse 1362.5454 (1311.7147) mask_bce 0.2780 (0.2457) mask_dice 0.8193 (0.8406) mem 21941MB +[2025-12-25 08:23:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1470/1573] eta 0:01:22 lr 0.000009 time 0.4235 (0.7965) loss 1329.0858 (1312.7254) grad_norm 291.7491 (inf) embed_mse 1328.0338 (1311.6392) mask_bce 0.2001 (0.2455) mask_dice 0.8520 (0.8407) mem 21941MB +[2025-12-25 08:23:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1480/1573] eta 0:01:13 lr 0.000009 time 0.4950 (0.7950) loss 1287.9182 (1312.6521) grad_norm 192.3086 (inf) embed_mse 1286.8468 (1311.5659) mask_bce 0.2339 (0.2455) mask_dice 0.8374 (0.8406) mem 21941MB +[2025-12-25 08:23:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1490/1573] eta 0:01:05 lr 0.000009 time 0.4533 (0.7933) loss 1254.0835 (1312.5920) grad_norm 166.5597 (inf) embed_mse 1252.9860 (1311.5057) mask_bce 0.2401 (0.2456) mask_dice 0.8574 (0.8406) mem 21941MB +[2025-12-25 08:23:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1500/1573] eta 0:00:57 lr 0.000009 time 0.4548 (0.7927) loss 1251.5947 (1312.4357) grad_norm 222.7896 (inf) embed_mse 1250.5170 (1311.3495) mask_bce 0.2613 (0.2457) mask_dice 0.8165 (0.8405) mem 21941MB +[2025-12-25 08:23:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1510/1573] eta 0:00:50 lr 0.000009 time 0.4321 (0.7946) loss 1347.7130 (1312.5798) grad_norm 205.6777 (inf) embed_mse 1346.6609 (1311.4936) mask_bce 0.1773 (0.2457) mask_dice 0.8749 (0.8405) mem 21941MB +[2025-12-25 08:23:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1520/1573] eta 0:00:42 lr 0.000009 time 0.4221 (0.7925) loss 1337.1472 (1312.6396) grad_norm 399.2041 (inf) embed_mse 1336.0641 (1311.5534) mask_bce 0.2327 (0.2456) mask_dice 0.8505 (0.8406) mem 21941MB +[2025-12-25 08:24:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1530/1573] eta 0:00:34 lr 0.000009 time 2.7673 (0.7931) loss 1323.2603 (1312.7452) grad_norm 190.5503 (inf) embed_mse 1322.1844 (1311.6591) mask_bce 0.2039 (0.2456) mask_dice 0.8719 (0.8406) mem 21941MB +[2025-12-25 08:24:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1540/1573] eta 0:00:26 lr 0.000009 time 0.4263 (0.7918) loss 1311.7327 (1312.7133) grad_norm 216.9965 (inf) embed_mse 1310.6451 (1311.6272) mask_bce 0.2640 (0.2455) mask_dice 0.8234 (0.8406) mem 21941MB +[2025-12-25 08:24:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1550/1573] eta 0:00:18 lr 0.000009 time 0.4586 (0.7901) loss 1311.1882 (1312.5871) grad_norm 188.1245 (inf) embed_mse 1310.0544 (1311.5010) mask_bce 0.3272 (0.2456) mask_dice 0.8066 (0.8405) mem 21941MB +[2025-12-25 08:24:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1560/1573] eta 0:00:10 lr 0.000009 time 0.4242 (0.7894) loss 1322.1835 (1312.4945) grad_norm 250.7964 (inf) embed_mse 1321.0868 (1311.4085) mask_bce 0.2426 (0.2455) mask_dice 0.8539 (0.8405) mem 21941MB +[2025-12-25 08:24:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1570/1573] eta 0:00:02 lr 0.000009 time 0.4207 (0.7893) loss 1308.5637 (1312.5244) grad_norm 199.5988 (inf) embed_mse 1307.4520 (1311.4384) mask_bce 0.2891 (0.2455) mask_dice 0.8226 (0.8405) mem 21941MB +[2025-12-25 08:24:35 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 21 training takes 0:20:41 +[2025-12-25 08:24:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][0/1573] eta 1:41:41 lr 0.000009 time 3.8787 (3.8787) loss 1282.4071 (1282.4071) grad_norm 0.0000 (0.0000) embed_mse 1281.3361 (1281.3361) mask_bce 0.2132 (0.2132) mask_dice 0.8578 (0.8578) mem 21941MB +[2025-12-25 08:24:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][10/1573] eta 0:37:54 lr 0.000009 time 0.4297 (1.4550) loss 1273.5464 (1293.6155) grad_norm 199.2501 (199.2501) embed_mse 1272.4976 (1292.5466) mask_bce 0.1991 (0.2273) mask_dice 0.8497 (0.8417) mem 21941MB +[2025-12-25 08:24:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][20/1573] eta 0:26:35 lr 0.000009 time 0.4328 (1.0274) loss 1280.8816 (1289.1534) grad_norm 302.3090 (250.7795) embed_mse 1279.7729 (1288.0761) mask_bce 0.2768 (0.2359) mask_dice 0.8318 (0.8414) mem 21941MB +[2025-12-25 08:25:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][30/1573] eta 0:23:26 lr 0.000009 time 0.4314 (0.9117) loss 1375.5316 (1299.0872) grad_norm 213.6572 (238.4054) embed_mse 1374.4712 (1298.0066) mask_bce 0.2003 (0.2403) mask_dice 0.8601 (0.8403) mem 21941MB +[2025-12-25 08:25:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][40/1573] eta 0:23:11 lr 0.000009 time 0.4318 (0.9079) loss 1307.0452 (1300.0085) grad_norm 251.7684 (238.6886) embed_mse 1305.9731 (1298.9262) mask_bce 0.2618 (0.2426) mask_dice 0.8103 (0.8397) mem 21941MB +[2025-12-25 08:25:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][50/1573] eta 0:21:54 lr 0.000009 time 0.4274 (0.8629) loss 1338.7175 (1305.2049) grad_norm 241.8438 (239.2145) embed_mse 1337.6338 (1304.1229) mask_bce 0.2649 (0.2424) mask_dice 0.8188 (0.8396) mem 21941MB +[2025-12-25 08:25:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][60/1573] eta 0:20:22 lr 0.000009 time 0.4373 (0.8078) loss 1282.2311 (1306.4801) grad_norm 178.9150 (230.6003) embed_mse 1281.1370 (1305.3965) mask_bce 0.2760 (0.2443) mask_dice 0.8181 (0.8393) mem 21941MB +[2025-12-25 08:25:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][70/1573] eta 0:19:58 lr 0.000009 time 0.4249 (0.7975) loss 1358.3921 (1306.3103) grad_norm 284.2054 (237.3009) embed_mse 1357.3118 (1305.2267) mask_bce 0.2414 (0.2434) mask_dice 0.8390 (0.8402) mem 21941MB +[2025-12-25 08:25:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][80/1573] eta 0:19:56 lr 0.000009 time 0.4241 (0.8013) loss 1286.6610 (1308.1450) grad_norm 178.8401 (225.7731) embed_mse 1285.5601 (1307.0611) mask_bce 0.2966 (0.2433) mask_dice 0.8044 (0.8406) mem 21941MB +[2025-12-25 08:25:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][90/1573] eta 0:19:53 lr 0.000009 time 0.4270 (0.8050) loss 1289.2914 (1306.8278) grad_norm 141.8645 (218.1451) embed_mse 1288.2415 (1305.7451) mask_bce 0.1964 (0.2431) mask_dice 0.8535 (0.8396) mem 21941MB +[2025-12-25 08:25:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][100/1573] eta 0:19:09 lr 0.000009 time 0.4270 (0.7803) loss 1369.6196 (1307.5118) grad_norm 279.3882 (223.2487) embed_mse 1368.5234 (1306.4297) mask_bce 0.2464 (0.2427) mask_dice 0.8498 (0.8394) mem 21941MB +[2025-12-25 08:26:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][110/1573] eta 0:18:50 lr 0.000009 time 0.4243 (0.7728) loss 1296.5219 (1308.9428) grad_norm 175.9503 (219.6103) embed_mse 1295.4595 (1307.8614) mask_bce 0.2095 (0.2419) mask_dice 0.8529 (0.8394) mem 21941MB +[2025-12-25 08:26:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][120/1573] eta 0:18:26 lr 0.000009 time 0.4282 (0.7615) loss 1326.8488 (1309.2145) grad_norm 331.5164 (222.2163) embed_mse 1325.7673 (1308.1314) mask_bce 0.2472 (0.2436) mask_dice 0.8342 (0.8395) mem 21941MB +[2025-12-25 08:26:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][130/1573] eta 0:18:24 lr 0.000009 time 0.4196 (0.7655) loss 1259.0452 (1308.9714) grad_norm 178.4603 (219.4815) embed_mse 1257.9626 (1307.8887) mask_bce 0.2503 (0.2433) mask_dice 0.8322 (0.8395) mem 21941MB +[2025-12-25 08:26:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][140/1573] eta 0:18:06 lr 0.000009 time 0.4384 (0.7581) loss 1258.9375 (1308.2224) grad_norm 227.4881 (219.9525) embed_mse 1257.8474 (1307.1372) mask_bce 0.2609 (0.2453) mask_dice 0.8292 (0.8399) mem 21941MB +[2025-12-25 08:26:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][150/1573] eta 0:18:05 lr 0.000009 time 0.4267 (0.7627) loss 1311.2091 (1307.7580) grad_norm 173.1646 (217.3532) embed_mse 1310.1183 (1306.6720) mask_bce 0.2624 (0.2461) mask_dice 0.8284 (0.8398) mem 21941MB +[2025-12-25 08:26:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][160/1573] eta 0:17:36 lr 0.000009 time 0.4197 (0.7480) loss 1348.2704 (1308.7547) grad_norm 178.3084 (213.8089) embed_mse 1347.1774 (1307.6689) mask_bce 0.2593 (0.2460) mask_dice 0.8337 (0.8398) mem 21941MB +[2025-12-25 08:26:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][170/1573] eta 0:17:20 lr 0.000009 time 0.4226 (0.7416) loss 1314.2412 (1308.9589) grad_norm 232.8488 (214.7156) embed_mse 1313.1621 (1307.8727) mask_bce 0.2193 (0.2465) mask_dice 0.8599 (0.8397) mem 21941MB +[2025-12-25 08:26:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][180/1573] eta 0:17:22 lr 0.000009 time 0.4220 (0.7481) loss 1292.7878 (1308.4025) grad_norm 337.2442 (220.2850) embed_mse 1291.7222 (1307.3167) mask_bce 0.2139 (0.2457) mask_dice 0.8518 (0.8401) mem 21941MB +[2025-12-25 08:26:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][190/1573] eta 0:17:07 lr 0.000009 time 2.5530 (0.7429) loss 1304.4911 (1308.3499) grad_norm 196.1624 (219.2363) embed_mse 1303.4078 (1307.2642) mask_bce 0.2343 (0.2456) mask_dice 0.8489 (0.8401) mem 21941MB +[2025-12-25 08:27:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][200/1573] eta 0:16:45 lr 0.000009 time 0.4355 (0.7324) loss 1374.7944 (1308.5230) grad_norm 236.5222 (218.7845) embed_mse 1373.7095 (1307.4376) mask_bce 0.2304 (0.2450) mask_dice 0.8545 (0.8404) mem 21941MB +[2025-12-25 08:27:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][210/1573] eta 0:16:38 lr 0.000009 time 0.4242 (0.7323) loss 1364.0167 (1309.2487) grad_norm 212.8612 (218.5567) embed_mse 1362.8960 (1308.1631) mask_bce 0.2995 (0.2451) mask_dice 0.8213 (0.8405) mem 21941MB +[2025-12-25 08:27:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][220/1573] eta 0:16:12 lr 0.000009 time 0.4194 (0.7186) loss 1329.4214 (1310.4108) grad_norm 176.4897 (216.9987) embed_mse 1328.3563 (1309.3252) mask_bce 0.2184 (0.2449) mask_dice 0.8467 (0.8407) mem 21941MB +[2025-12-25 08:27:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][230/1573] eta 0:15:57 lr 0.000009 time 0.4224 (0.7130) loss 1300.2548 (1311.0858) grad_norm 247.1710 (218.0763) embed_mse 1299.1803 (1310.0004) mask_bce 0.2343 (0.2440) mask_dice 0.8400 (0.8414) mem 21941MB +[2025-12-25 08:27:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][240/1573] eta 0:15:50 lr 0.000009 time 0.4235 (0.7132) loss 1291.6694 (1311.3076) grad_norm 199.9633 (217.0162) embed_mse 1290.5681 (1310.2225) mask_bce 0.2728 (0.2438) mask_dice 0.8286 (0.8413) mem 21941MB +[2025-12-25 08:27:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][250/1573] eta 0:15:39 lr 0.000009 time 0.4249 (0.7102) loss 1361.9965 (1311.3689) grad_norm 233.1090 (217.5353) embed_mse 1360.8560 (1310.2836) mask_bce 0.2936 (0.2443) mask_dice 0.8470 (0.8410) mem 21941MB +[2025-12-25 08:27:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][260/1573] eta 0:15:49 lr 0.000009 time 0.4540 (0.7231) loss 1290.0732 (1311.3355) grad_norm 200.2004 (216.9935) embed_mse 1288.9171 (1310.2500) mask_bce 0.3067 (0.2445) mask_dice 0.8493 (0.8411) mem 21941MB +[2025-12-25 08:27:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][270/1573] eta 0:15:40 lr 0.000009 time 0.4299 (0.7214) loss 1319.2579 (1311.6744) grad_norm 159.5459 (215.2527) embed_mse 1318.2032 (1310.5891) mask_bce 0.2104 (0.2444) mask_dice 0.8444 (0.8409) mem 21941MB +[2025-12-25 08:27:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][280/1573] eta 0:15:32 lr 0.000009 time 0.4215 (0.7209) loss 1271.3807 (1311.7240) grad_norm 196.8851 (214.9622) embed_mse 1270.2649 (1310.6386) mask_bce 0.2867 (0.2445) mask_dice 0.8291 (0.8409) mem 21941MB +[2025-12-25 08:28:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][290/1573] eta 0:15:11 lr 0.000009 time 0.4237 (0.7107) loss 1290.1230 (1311.5240) grad_norm 278.0836 (216.7155) embed_mse 1288.9071 (1310.4384) mask_bce 0.3489 (0.2446) mask_dice 0.8671 (0.8410) mem 21941MB +[2025-12-25 08:28:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][300/1573] eta 0:15:03 lr 0.000009 time 0.4258 (0.7095) loss 1259.5146 (1311.4518) grad_norm 274.0993 (218.2664) embed_mse 1258.3406 (1310.3658) mask_bce 0.3024 (0.2449) mask_dice 0.8715 (0.8410) mem 21941MB +[2025-12-25 08:28:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][310/1573] eta 0:15:05 lr 0.000009 time 0.4247 (0.7167) loss 1308.7101 (1311.8101) grad_norm 168.2414 (216.9500) embed_mse 1307.6311 (1310.7244) mask_bce 0.2316 (0.2443) mask_dice 0.8474 (0.8414) mem 21941MB +[2025-12-25 08:28:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][320/1573] eta 0:14:57 lr 0.000009 time 0.4211 (0.7160) loss 1308.0475 (1311.5280) grad_norm 153.1983 (215.9860) embed_mse 1306.9760 (1310.4419) mask_bce 0.2308 (0.2447) mask_dice 0.8407 (0.8414) mem 21941MB +[2025-12-25 08:28:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][330/1573] eta 0:14:51 lr 0.000009 time 0.4210 (0.7172) loss 1274.5376 (1311.9720) grad_norm 253.0035 (216.8889) embed_mse 1273.4562 (1310.8859) mask_bce 0.2523 (0.2448) mask_dice 0.8291 (0.8413) mem 21941MB +[2025-12-25 08:28:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][340/1573] eta 0:14:33 lr 0.000009 time 0.4220 (0.7086) loss 1343.7170 (1311.7514) grad_norm 232.3649 (217.2574) embed_mse 1342.6067 (1310.6652) mask_bce 0.2684 (0.2450) mask_dice 0.8419 (0.8413) mem 21941MB +[2025-12-25 08:28:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][350/1573] eta 0:14:19 lr 0.000009 time 0.4352 (0.7030) loss 1277.7198 (1311.8680) grad_norm 191.5549 (216.6596) embed_mse 1276.6139 (1310.7816) mask_bce 0.2934 (0.2451) mask_dice 0.8125 (0.8413) mem 21941MB +[2025-12-25 08:28:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][360/1573] eta 0:14:06 lr 0.000009 time 0.4242 (0.6978) loss 1312.9763 (1311.3470) grad_norm 204.7027 (215.8399) embed_mse 1311.8837 (1310.2606) mask_bce 0.2576 (0.2452) mask_dice 0.8350 (0.8412) mem 21941MB +[2025-12-25 08:28:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][370/1573] eta 0:14:10 lr 0.000009 time 0.4220 (0.7069) loss 1266.1685 (1311.2999) grad_norm 275.2616 (217.1317) embed_mse 1265.0801 (1310.2135) mask_bce 0.2455 (0.2453) mask_dice 0.8429 (0.8412) mem 21941MB +[2025-12-25 08:29:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][380/1573] eta 0:14:16 lr 0.000009 time 0.4196 (0.7183) loss 1328.4010 (1311.1747) grad_norm 204.0799 (216.8540) embed_mse 1327.3143 (1310.0882) mask_bce 0.2187 (0.2449) mask_dice 0.8680 (0.8415) mem 21941MB +[2025-12-25 08:29:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][390/1573] eta 0:14:14 lr 0.000009 time 0.4177 (0.7224) loss 1320.1395 (1310.4370) grad_norm 155.3192 (215.5720) embed_mse 1319.0492 (1309.3507) mask_bce 0.2639 (0.2449) mask_dice 0.8264 (0.8414) mem 21941MB +[2025-12-25 08:29:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][400/1573] eta 0:14:16 lr 0.000009 time 0.4209 (0.7305) loss 1291.5453 (1310.4301) grad_norm 272.6538 (216.6512) embed_mse 1290.4979 (1309.3438) mask_bce 0.1753 (0.2449) mask_dice 0.8721 (0.8413) mem 21941MB +[2025-12-25 08:29:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][410/1573] eta 0:14:02 lr 0.000008 time 0.4255 (0.7245) loss 1367.5278 (1311.0639) grad_norm 232.0157 (216.9524) embed_mse 1366.4635 (1309.9777) mask_bce 0.2172 (0.2450) mask_dice 0.8471 (0.8412) mem 21941MB +[2025-12-25 08:29:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][420/1573] eta 0:13:47 lr 0.000008 time 0.4190 (0.7176) loss 1307.9921 (1310.4174) grad_norm 315.8083 (218.8535) embed_mse 1306.9304 (1309.3314) mask_bce 0.2223 (0.2449) mask_dice 0.8394 (0.8412) mem 21941MB +[2025-12-25 08:29:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][430/1573] eta 0:13:42 lr 0.000008 time 0.4156 (0.7197) loss 1263.9955 (1309.8388) grad_norm 193.1129 (218.3678) embed_mse 1262.9240 (1308.7530) mask_bce 0.2541 (0.2447) mask_dice 0.8174 (0.8411) mem 21941MB +[2025-12-25 08:29:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][440/1573] eta 0:13:50 lr 0.000008 time 0.4460 (0.7329) loss 1355.9207 (1309.7866) grad_norm 446.4012 (223.9160) embed_mse 1354.8292 (1308.7008) mask_bce 0.2593 (0.2451) mask_dice 0.8322 (0.8408) mem 21941MB +[2025-12-25 08:30:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][450/1573] eta 0:13:48 lr 0.000008 time 0.4212 (0.7379) loss 1257.1691 (1309.8717) grad_norm 315.8965 (225.5586) embed_mse 1256.0654 (1308.7860) mask_bce 0.2663 (0.2450) mask_dice 0.8373 (0.8408) mem 21941MB +[2025-12-25 08:30:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][460/1573] eta 0:13:43 lr 0.000008 time 0.4231 (0.7396) loss 1354.5403 (1309.8180) grad_norm 169.8132 (224.5806) embed_mse 1353.4757 (1308.7325) mask_bce 0.2566 (0.2445) mask_dice 0.8080 (0.8410) mem 21941MB +[2025-12-25 08:30:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][470/1573] eta 0:13:28 lr 0.000008 time 0.4179 (0.7329) loss 1366.1504 (1310.0507) grad_norm 168.6026 (223.6154) embed_mse 1365.0302 (1308.9652) mask_bce 0.3019 (0.2445) mask_dice 0.8184 (0.8410) mem 21941MB +[2025-12-25 08:30:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][480/1573] eta 0:13:21 lr 0.000008 time 0.4180 (0.7329) loss 1280.2712 (1310.0999) grad_norm 201.5096 (226.1996) embed_mse 1279.1913 (1309.0148) mask_bce 0.2531 (0.2442) mask_dice 0.8269 (0.8408) mem 21941MB +[2025-12-25 08:30:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][490/1573] eta 0:13:09 lr 0.000008 time 1.8194 (0.7294) loss 1301.0797 (1310.1206) grad_norm 234.1843 (226.3305) embed_mse 1300.0342 (1309.0354) mask_bce 0.1864 (0.2445) mask_dice 0.8592 (0.8407) mem 21941MB +[2025-12-25 08:30:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][500/1573] eta 0:13:09 lr 0.000008 time 0.4211 (0.7360) loss 1290.4645 (1309.9901) grad_norm 214.1813 (226.1346) embed_mse 1289.3696 (1308.9049) mask_bce 0.2448 (0.2445) mask_dice 0.8500 (0.8408) mem 21941MB +[2025-12-25 08:30:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][510/1573] eta 0:12:55 lr 0.000008 time 0.4219 (0.7299) loss 1280.0918 (1309.8888) grad_norm 232.8445 (226.2411) embed_mse 1279.0076 (1308.8035) mask_bce 0.2606 (0.2445) mask_dice 0.8237 (0.8408) mem 21941MB +[2025-12-25 08:30:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][520/1573] eta 0:12:44 lr 0.000008 time 0.4203 (0.7257) loss 1310.8953 (1309.5347) grad_norm 221.3081 (226.1280) embed_mse 1309.7949 (1308.4493) mask_bce 0.2483 (0.2447) mask_dice 0.8521 (0.8406) mem 21941MB +[2025-12-25 08:30:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][530/1573] eta 0:12:30 lr 0.000008 time 0.4175 (0.7200) loss 1267.4958 (1309.6020) grad_norm 204.7236 (225.8037) embed_mse 1266.3785 (1308.5167) mask_bce 0.2879 (0.2447) mask_dice 0.8293 (0.8407) mem 21941MB +[2025-12-25 08:31:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][540/1573] eta 0:12:24 lr 0.000008 time 0.4190 (0.7212) loss 1396.4644 (1309.9392) grad_norm 167.2815 (224.9302) embed_mse 1395.3663 (1308.8535) mask_bce 0.2655 (0.2451) mask_dice 0.8325 (0.8406) mem 21941MB +[2025-12-25 08:31:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][550/1573] eta 0:12:22 lr 0.000008 time 0.4459 (0.7253) loss 1336.3950 (1310.4603) grad_norm 216.1395 (224.8009) embed_mse 1335.3295 (1309.3744) mask_bce 0.2031 (0.2452) mask_dice 0.8624 (0.8407) mem 21941MB +[2025-12-25 08:31:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][560/1573] eta 0:12:20 lr 0.000008 time 0.4449 (0.7311) loss 1305.5947 (1310.3412) grad_norm 198.9483 (223.5861) embed_mse 1304.4900 (1309.2554) mask_bce 0.2730 (0.2452) mask_dice 0.8318 (0.8406) mem 21941MB +[2025-12-25 08:31:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][570/1573] eta 0:12:14 lr 0.000008 time 0.4554 (0.7319) loss 1299.6871 (1310.4354) grad_norm 283.9130 (224.4358) embed_mse 1298.6167 (1309.3492) mask_bce 0.2295 (0.2455) mask_dice 0.8410 (0.8407) mem 21941MB +[2025-12-25 08:31:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][580/1573] eta 0:12:02 lr 0.000008 time 0.4839 (0.7277) loss 1335.7808 (1310.4773) grad_norm 195.3599 (224.0320) embed_mse 1334.7218 (1309.3912) mask_bce 0.2082 (0.2455) mask_dice 0.8507 (0.8407) mem 21941MB +[2025-12-25 08:31:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][590/1573] eta 0:12:02 lr 0.000008 time 0.4207 (0.7348) loss 1398.2610 (1310.2479) grad_norm 280.0818 (224.7998) embed_mse 1397.1737 (1309.1618) mask_bce 0.2123 (0.2455) mask_dice 0.8751 (0.8406) mem 21941MB +[2025-12-25 08:31:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][600/1573] eta 0:11:50 lr 0.000008 time 0.4196 (0.7297) loss 1309.4592 (1310.3929) grad_norm 208.3101 (224.5946) embed_mse 1308.3612 (1309.3068) mask_bce 0.2696 (0.2456) mask_dice 0.8285 (0.8406) mem 21941MB +[2025-12-25 08:32:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][610/1573] eta 0:11:44 lr 0.000008 time 0.4222 (0.7311) loss 1337.3003 (1310.3991) grad_norm 313.6839 (225.7668) embed_mse 1336.2003 (1309.3130) mask_bce 0.2803 (0.2457) mask_dice 0.8197 (0.8405) mem 21941MB +[2025-12-25 08:32:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][620/1573] eta 0:11:31 lr 0.000008 time 0.4200 (0.7261) loss 1365.8173 (1310.4500) grad_norm 199.2514 (225.4225) embed_mse 1364.7098 (1309.3638) mask_bce 0.2540 (0.2458) mask_dice 0.8535 (0.8405) mem 21941MB +[2025-12-25 08:32:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][630/1573] eta 0:11:22 lr 0.000008 time 0.4164 (0.7233) loss 1297.7876 (1310.5420) grad_norm 225.8002 (225.4273) embed_mse 1296.7299 (1309.4559) mask_bce 0.2096 (0.2456) mask_dice 0.8482 (0.8405) mem 21941MB +[2025-12-25 08:32:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][640/1573] eta 0:11:14 lr 0.000008 time 0.4237 (0.7226) loss 1267.8658 (1310.5668) grad_norm 186.6259 (224.9595) embed_mse 1266.8143 (1309.4808) mask_bce 0.1958 (0.2455) mask_dice 0.8557 (0.8405) mem 21941MB +[2025-12-25 08:32:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][650/1573] eta 0:11:04 lr 0.000008 time 0.4195 (0.7200) loss 1380.1520 (1310.5260) grad_norm 157.2658 (224.1238) embed_mse 1379.0797 (1309.4400) mask_bce 0.2182 (0.2455) mask_dice 0.8540 (0.8405) mem 21941MB +[2025-12-25 08:32:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][660/1573] eta 0:10:56 lr 0.000008 time 0.4199 (0.7191) loss 1312.8778 (1310.8000) grad_norm 194.5674 (223.7634) embed_mse 1311.7584 (1309.7137) mask_bce 0.2885 (0.2459) mask_dice 0.8308 (0.8404) mem 21941MB +[2025-12-25 08:32:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][670/1573] eta 0:10:48 lr 0.000008 time 0.4200 (0.7181) loss 1377.8585 (1311.0382) grad_norm 163.8156 (223.0411) embed_mse 1376.7791 (1309.9520) mask_bce 0.2270 (0.2456) mask_dice 0.8524 (0.8405) mem 21941MB +[2025-12-25 08:32:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][680/1573] eta 0:10:48 lr 0.000008 time 8.7499 (0.7260) loss 1382.3018 (1311.2291) grad_norm 235.5885 (222.6380) embed_mse 1381.2477 (1310.1430) mask_bce 0.2031 (0.2455) mask_dice 0.8510 (0.8405) mem 21941MB +[2025-12-25 08:33:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][690/1573] eta 0:10:44 lr 0.000008 time 0.4183 (0.7297) loss 1336.4225 (1311.2398) grad_norm 316.5595 (223.7301) embed_mse 1335.3646 (1310.1536) mask_bce 0.2113 (0.2457) mask_dice 0.8465 (0.8405) mem 21941MB +[2025-12-25 08:33:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][700/1573] eta 0:10:33 lr 0.000008 time 0.4187 (0.7253) loss 1317.3727 (1311.1910) grad_norm 194.9201 (223.3990) embed_mse 1316.2949 (1310.1048) mask_bce 0.2548 (0.2458) mask_dice 0.8230 (0.8404) mem 21941MB +[2025-12-25 08:33:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][710/1573] eta 0:10:26 lr 0.000008 time 0.4201 (0.7254) loss 1260.0806 (1310.7157) grad_norm 146.8787 (222.5294) embed_mse 1259.0175 (1309.6297) mask_bce 0.2314 (0.2457) mask_dice 0.8317 (0.8403) mem 21941MB +[2025-12-25 08:33:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][720/1573] eta 0:10:18 lr 0.000008 time 0.6111 (0.7254) loss 1321.3636 (1310.6206) grad_norm 162.1888 (222.7643) embed_mse 1320.3036 (1309.5347) mask_bce 0.2175 (0.2456) mask_dice 0.8425 (0.8403) mem 21941MB +[2025-12-25 08:33:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][730/1573] eta 0:10:18 lr 0.000008 time 0.4199 (0.7333) loss 1319.4332 (1310.6612) grad_norm 238.5847 (222.9382) embed_mse 1318.3833 (1309.5753) mask_bce 0.1796 (0.2454) mask_dice 0.8704 (0.8404) mem 21941MB +[2025-12-25 08:33:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][740/1573] eta 0:10:11 lr 0.000008 time 0.4175 (0.7346) loss 1312.8086 (1310.8217) grad_norm 214.4498 (222.8459) embed_mse 1311.7296 (1309.7359) mask_bce 0.2216 (0.2454) mask_dice 0.8574 (0.8404) mem 21941MB +[2025-12-25 08:33:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][750/1573] eta 0:10:08 lr 0.000008 time 4.3285 (0.7390) loss 1386.7081 (1310.6636) grad_norm 385.3351 (224.5931) embed_mse 1385.6086 (1309.5779) mask_bce 0.2620 (0.2453) mask_dice 0.8376 (0.8404) mem 21941MB +[2025-12-25 08:33:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][760/1573] eta 0:10:01 lr 0.000008 time 0.4217 (0.7404) loss 1372.1958 (1310.8465) grad_norm 178.9821 (225.2655) embed_mse 1371.1130 (1309.7607) mask_bce 0.2401 (0.2455) mask_dice 0.8426 (0.8403) mem 21941MB +[2025-12-25 08:34:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][770/1573] eta 0:09:56 lr 0.000008 time 4.2408 (0.7434) loss 1292.0468 (1310.6299) grad_norm 227.0597 (225.2842) embed_mse 1290.9819 (1309.5443) mask_bce 0.2173 (0.2454) mask_dice 0.8476 (0.8403) mem 21941MB +[2025-12-25 08:34:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][780/1573] eta 0:09:47 lr 0.000008 time 1.6688 (0.7411) loss 1327.7350 (1310.5710) grad_norm 260.0090 (225.6422) embed_mse 1326.6619 (1309.4855) mask_bce 0.2416 (0.2452) mask_dice 0.8316 (0.8404) mem 21941MB +[2025-12-25 08:34:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][790/1573] eta 0:09:41 lr 0.000008 time 0.4206 (0.7428) loss 1371.5197 (1310.7549) grad_norm 247.2092 (225.8623) embed_mse 1370.4301 (1309.6693) mask_bce 0.2297 (0.2451) mask_dice 0.8600 (0.8405) mem 21941MB +[2025-12-25 08:34:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][800/1573] eta 0:09:36 lr 0.000008 time 0.4246 (0.7456) loss 1276.8951 (1310.9651) grad_norm 228.8033 (225.2581) embed_mse 1275.8201 (1309.8794) mask_bce 0.2466 (0.2453) mask_dice 0.8285 (0.8403) mem 21941MB +[2025-12-25 08:34:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][810/1573] eta 0:09:29 lr 0.000008 time 0.4255 (0.7463) loss 1298.7399 (1310.8795) grad_norm 240.1307 (225.4053) embed_mse 1297.6544 (1309.7939) mask_bce 0.2434 (0.2452) mask_dice 0.8420 (0.8404) mem 21941MB +[2025-12-25 08:34:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][820/1573] eta 0:09:20 lr 0.000008 time 0.4201 (0.7448) loss 1380.2771 (1310.9456) grad_norm 201.7133 (225.1731) embed_mse 1379.1835 (1309.8595) mask_bce 0.2367 (0.2457) mask_dice 0.8569 (0.8404) mem 21941MB +[2025-12-25 08:34:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][830/1573] eta 0:09:11 lr 0.000008 time 0.4273 (0.7423) loss 1379.2528 (1311.2737) grad_norm 360.3383 (226.4854) embed_mse 1378.1577 (1310.1876) mask_bce 0.2589 (0.2456) mask_dice 0.8362 (0.8404) mem 21941MB +[2025-12-25 08:34:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][840/1573] eta 0:09:02 lr 0.000008 time 0.4334 (0.7407) loss 1249.2905 (1311.2935) grad_norm 190.8970 (226.3203) embed_mse 1248.2031 (1310.2075) mask_bce 0.2426 (0.2456) mask_dice 0.8447 (0.8405) mem 21941MB +[2025-12-25 08:35:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][850/1573] eta 0:08:56 lr 0.000008 time 4.3442 (0.7418) loss 1264.6649 (1311.3674) grad_norm 240.0623 (226.4499) embed_mse 1263.5822 (1310.2813) mask_bce 0.2535 (0.2456) mask_dice 0.8292 (0.8405) mem 21941MB +[2025-12-25 08:35:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][860/1573] eta 0:08:50 lr 0.000008 time 0.4183 (0.7440) loss 1280.5433 (1311.2593) grad_norm 204.8811 (226.2483) embed_mse 1279.4510 (1310.1732) mask_bce 0.2656 (0.2456) mask_dice 0.8266 (0.8405) mem 21941MB +[2025-12-25 08:35:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][870/1573] eta 0:08:40 lr 0.000008 time 0.4189 (0.7404) loss 1277.7240 (1311.4076) grad_norm 186.7449 (225.8825) embed_mse 1276.6559 (1310.3215) mask_bce 0.2133 (0.2456) mask_dice 0.8549 (0.8405) mem 21941MB +[2025-12-25 08:35:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][880/1573] eta 0:08:33 lr 0.000008 time 0.4176 (0.7406) loss 1349.2201 (1311.7510) grad_norm 212.5655 (226.0977) embed_mse 1348.1442 (1310.6650) mask_bce 0.2316 (0.2455) mask_dice 0.8443 (0.8405) mem 21941MB +[2025-12-25 08:35:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][890/1573] eta 0:08:26 lr 0.000008 time 0.4210 (0.7418) loss 1306.9927 (1311.8090) grad_norm 180.7443 (225.6891) embed_mse 1305.9386 (1310.7231) mask_bce 0.2053 (0.2454) mask_dice 0.8487 (0.8405) mem 21941MB +[2025-12-25 08:35:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][900/1573] eta 0:08:19 lr 0.000008 time 0.4728 (0.7425) loss 1330.5941 (1311.9302) grad_norm 172.6419 (225.2155) embed_mse 1329.5297 (1310.8443) mask_bce 0.2078 (0.2454) mask_dice 0.8567 (0.8405) mem 21941MB +[2025-12-25 08:35:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][910/1573] eta 0:08:14 lr 0.000008 time 0.4440 (0.7459) loss 1272.3192 (1311.9527) grad_norm 228.5490 (225.2450) embed_mse 1271.2657 (1310.8670) mask_bce 0.2090 (0.2452) mask_dice 0.8445 (0.8405) mem 21941MB +[2025-12-25 08:36:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][920/1573] eta 0:08:06 lr 0.000008 time 1.8321 (0.7444) loss 1341.1276 (1312.0168) grad_norm 164.7480 (224.4460) embed_mse 1340.0042 (1310.9310) mask_bce 0.3042 (0.2452) mask_dice 0.8192 (0.8405) mem 21941MB +[2025-12-25 08:36:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][930/1573] eta 0:08:00 lr 0.000008 time 0.4818 (0.7474) loss 1277.8743 (1312.0616) grad_norm 225.5520 (224.4556) embed_mse 1276.7886 (1310.9759) mask_bce 0.2577 (0.2451) mask_dice 0.8280 (0.8406) mem 21941MB +[2025-12-25 08:36:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][940/1573] eta 0:07:54 lr 0.000008 time 0.4219 (0.7490) loss 1251.3854 (1311.9414) grad_norm 200.5404 (224.2512) embed_mse 1250.2574 (1310.8556) mask_bce 0.3060 (0.2453) mask_dice 0.8219 (0.8405) mem 21941MB +[2025-12-25 08:36:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][950/1573] eta 0:07:46 lr 0.000008 time 0.4464 (0.7495) loss 1316.1312 (1311.7949) grad_norm 178.8770 (223.8666) embed_mse 1315.0743 (1310.7091) mask_bce 0.2223 (0.2452) mask_dice 0.8346 (0.8405) mem 21941MB +[2025-12-25 08:36:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][960/1573] eta 0:07:37 lr 0.000008 time 0.4224 (0.7462) loss 1300.0675 (1311.8113) grad_norm 257.8786 (223.6363) embed_mse 1298.9897 (1310.7256) mask_bce 0.2414 (0.2451) mask_dice 0.8364 (0.8406) mem 21941MB +[2025-12-25 08:36:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][970/1573] eta 0:07:28 lr 0.000008 time 0.4242 (0.7438) loss 1280.7251 (1311.7678) grad_norm 149.6717 (223.0250) embed_mse 1279.6307 (1310.6822) mask_bce 0.2778 (0.2450) mask_dice 0.8165 (0.8406) mem 21941MB +[2025-12-25 08:36:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][980/1573] eta 0:07:23 lr 0.000008 time 1.4893 (0.7485) loss 1359.2970 (1311.8249) grad_norm 163.0772 (222.5337) embed_mse 1358.2208 (1310.7394) mask_bce 0.2189 (0.2448) mask_dice 0.8572 (0.8407) mem 21941MB +[2025-12-25 08:37:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][990/1573] eta 0:07:18 lr 0.000008 time 0.4518 (0.7517) loss 1306.9025 (1311.9537) grad_norm 207.6121 (222.4124) embed_mse 1305.8320 (1310.8682) mask_bce 0.2180 (0.2449) mask_dice 0.8524 (0.8406) mem 21941MB +[2025-12-25 08:37:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1000/1573] eta 0:07:11 lr 0.000008 time 0.4467 (0.7522) loss 1298.0829 (1311.9654) grad_norm 206.5733 (222.3142) embed_mse 1296.9966 (1310.8799) mask_bce 0.2338 (0.2449) mask_dice 0.8525 (0.8406) mem 21941MB +[2025-12-25 08:37:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1010/1573] eta 0:07:03 lr 0.000008 time 0.4219 (0.7520) loss 1233.7234 (1311.9237) grad_norm 211.8299 (222.2310) embed_mse 1232.6803 (1310.8380) mask_bce 0.1849 (0.2451) mask_dice 0.8583 (0.8407) mem 21941MB +[2025-12-25 08:37:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1020/1573] eta 0:06:57 lr 0.000008 time 0.4243 (0.7554) loss 1373.4686 (1311.8632) grad_norm 158.7516 (221.7311) embed_mse 1372.1515 (1310.7772) mask_bce 0.4636 (0.2453) mask_dice 0.8535 (0.8407) mem 21941MB +[2025-12-25 08:37:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1030/1573] eta 0:06:49 lr 0.000008 time 0.4267 (0.7539) loss 1302.6383 (1311.6926) grad_norm 252.9598 (221.9751) embed_mse 1301.5602 (1310.6066) mask_bce 0.2159 (0.2454) mask_dice 0.8622 (0.8407) mem 21941MB +[2025-12-25 08:37:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1040/1573] eta 0:06:41 lr 0.000008 time 0.4318 (0.7542) loss 1264.7804 (1311.7221) grad_norm 207.7361 (221.7181) embed_mse 1263.6373 (1310.6360) mask_bce 0.2650 (0.2454) mask_dice 0.8781 (0.8407) mem 21941MB +[2025-12-25 08:37:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1050/1573] eta 0:06:33 lr 0.000008 time 0.4240 (0.7529) loss 1278.9541 (1311.5785) grad_norm 168.3823 (221.3110) embed_mse 1277.9033 (1310.4924) mask_bce 0.2002 (0.2454) mask_dice 0.8506 (0.8407) mem 21941MB +[2025-12-25 08:37:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1060/1573] eta 0:06:26 lr 0.000008 time 4.0973 (0.7539) loss 1293.0216 (1311.7159) grad_norm 138.5638 (220.6841) embed_mse 1291.9667 (1310.6298) mask_bce 0.2258 (0.2453) mask_dice 0.8291 (0.8408) mem 21941MB +[2025-12-25 08:38:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1070/1573] eta 0:06:18 lr 0.000008 time 0.4235 (0.7530) loss 1340.3774 (1311.6545) grad_norm 205.4552 (220.5696) embed_mse 1339.3052 (1310.5683) mask_bce 0.2387 (0.2453) mask_dice 0.8336 (0.8408) mem 21941MB +[2025-12-25 08:38:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1080/1573] eta 0:06:09 lr 0.000008 time 0.4229 (0.7503) loss 1266.9558 (1311.6492) grad_norm 236.7446 (220.3447) embed_mse 1265.8741 (1310.5631) mask_bce 0.2632 (0.2452) mask_dice 0.8185 (0.8409) mem 21941MB +[2025-12-25 08:38:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1090/1573] eta 0:06:02 lr 0.000008 time 0.4254 (0.7513) loss 1315.3320 (1311.6081) grad_norm 216.4245 (220.3159) embed_mse 1314.2305 (1310.5219) mask_bce 0.2601 (0.2453) mask_dice 0.8414 (0.8409) mem 21941MB +[2025-12-25 08:38:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1100/1573] eta 0:05:53 lr 0.000008 time 0.4229 (0.7484) loss 1285.8420 (1311.6642) grad_norm 396.7773 (221.6039) embed_mse 1284.7545 (1310.5779) mask_bce 0.2624 (0.2454) mask_dice 0.8252 (0.8409) mem 21941MB +[2025-12-25 08:38:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1110/1573] eta 0:05:48 lr 0.000008 time 0.4229 (0.7522) loss 1243.0325 (1311.4689) grad_norm 163.5456 (221.1832) embed_mse 1241.9504 (1310.3827) mask_bce 0.2499 (0.2453) mask_dice 0.8321 (0.8409) mem 21941MB +[2025-12-25 08:38:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1120/1573] eta 0:05:40 lr 0.000008 time 3.3365 (0.7524) loss 1268.6276 (1311.4476) grad_norm 197.4232 (221.3873) embed_mse 1267.5586 (1310.3614) mask_bce 0.2532 (0.2453) mask_dice 0.8158 (0.8409) mem 21941MB +[2025-12-25 08:38:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1130/1573] eta 0:05:32 lr 0.000008 time 0.4179 (0.7495) loss 1289.8616 (1311.5043) grad_norm 171.6191 (221.0344) embed_mse 1288.7925 (1310.4181) mask_bce 0.2333 (0.2453) mask_dice 0.8358 (0.8409) mem 21941MB +[2025-12-25 08:38:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1140/1573] eta 0:05:24 lr 0.000008 time 0.4244 (0.7493) loss 1319.1171 (1311.4668) grad_norm 217.8163 (221.0117) embed_mse 1318.0498 (1310.3806) mask_bce 0.2301 (0.2453) mask_dice 0.8371 (0.8409) mem 21941MB +[2025-12-25 08:38:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1150/1573] eta 0:05:16 lr 0.000008 time 0.4241 (0.7483) loss 1316.1134 (1311.4416) grad_norm 153.8687 (220.5422) embed_mse 1315.0140 (1310.3554) mask_bce 0.2682 (0.2452) mask_dice 0.8312 (0.8409) mem 21941MB +[2025-12-25 08:39:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1160/1573] eta 0:05:08 lr 0.000008 time 0.4207 (0.7460) loss 1304.0526 (1311.2646) grad_norm 262.0835 (220.5668) embed_mse 1302.9670 (1310.1783) mask_bce 0.2502 (0.2453) mask_dice 0.8355 (0.8410) mem 21941MB +[2025-12-25 08:39:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1170/1573] eta 0:05:01 lr 0.000008 time 0.4277 (0.7482) loss 1290.3313 (1311.3182) grad_norm 182.8323 (220.3083) embed_mse 1289.2343 (1310.2319) mask_bce 0.2713 (0.2453) mask_dice 0.8259 (0.8410) mem 21941MB +[2025-12-25 08:39:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1180/1573] eta 0:04:54 lr 0.000008 time 0.4367 (0.7499) loss 1333.0051 (1311.3217) grad_norm 217.0873 (220.2864) embed_mse 1331.9136 (1310.2353) mask_bce 0.2504 (0.2455) mask_dice 0.8412 (0.8409) mem 21941MB +[2025-12-25 08:39:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1190/1573] eta 0:04:47 lr 0.000008 time 0.4475 (0.7502) loss 1301.8802 (1311.1872) grad_norm 168.0297 (219.9333) embed_mse 1300.7756 (1310.1009) mask_bce 0.2830 (0.2454) mask_dice 0.8215 (0.8408) mem 21941MB +[2025-12-25 08:39:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1200/1573] eta 0:04:40 lr 0.000008 time 0.4199 (0.7513) loss 1216.4376 (1311.2402) grad_norm 170.3042 (219.2786) embed_mse 1215.3556 (1310.1539) mask_bce 0.2497 (0.2455) mask_dice 0.8322 (0.8408) mem 21941MB +[2025-12-25 08:39:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1210/1573] eta 0:04:32 lr 0.000008 time 0.4263 (0.7508) loss 1295.2660 (1311.2336) grad_norm 221.3516 (219.2923) embed_mse 1294.1932 (1310.1471) mask_bce 0.2325 (0.2456) mask_dice 0.8402 (0.8409) mem 21941MB +[2025-12-25 08:39:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1220/1573] eta 0:04:26 lr 0.000008 time 0.4309 (0.7545) loss 1305.4691 (1311.0870) grad_norm 257.1239 (219.5412) embed_mse 1304.3783 (1310.0005) mask_bce 0.2505 (0.2455) mask_dice 0.8403 (0.8409) mem 21941MB +[2025-12-25 08:40:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1230/1573] eta 0:04:18 lr 0.000008 time 0.4205 (0.7525) loss 1305.7412 (1311.2277) grad_norm 178.0610 (219.2701) embed_mse 1304.5601 (1310.1412) mask_bce 0.3285 (0.2456) mask_dice 0.8526 (0.8409) mem 21941MB +[2025-12-25 08:40:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1240/1573] eta 0:04:10 lr 0.000008 time 0.4417 (0.7508) loss 1293.2709 (1311.3677) grad_norm 386.2336 (220.1912) embed_mse 1292.1852 (1310.2812) mask_bce 0.2429 (0.2456) mask_dice 0.8429 (0.8409) mem 21941MB +[2025-12-25 08:40:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1250/1573] eta 0:04:03 lr 0.000008 time 1.0989 (0.7525) loss 1262.1470 (1311.4575) grad_norm 203.8699 (220.0866) embed_mse 1261.1039 (1310.3711) mask_bce 0.1818 (0.2455) mask_dice 0.8613 (0.8410) mem 21941MB +[2025-12-25 08:40:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1260/1573] eta 0:03:55 lr 0.000008 time 1.9365 (0.7523) loss 1260.7914 (1311.4452) grad_norm 365.1794 (221.0108) embed_mse 1259.7299 (1310.3588) mask_bce 0.2059 (0.2454) mask_dice 0.8558 (0.8409) mem 21941MB +[2025-12-25 08:40:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1270/1573] eta 0:03:47 lr 0.000008 time 0.4236 (0.7504) loss 1317.0088 (1311.3873) grad_norm 238.7409 (221.1230) embed_mse 1315.9314 (1310.3009) mask_bce 0.2323 (0.2455) mask_dice 0.8451 (0.8409) mem 21941MB +[2025-12-25 08:40:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1280/1573] eta 0:03:40 lr 0.000007 time 0.4248 (0.7518) loss 1335.3762 (1311.3934) grad_norm 194.0547 (220.8028) embed_mse 1334.2898 (1310.3070) mask_bce 0.2481 (0.2455) mask_dice 0.8384 (0.8409) mem 21941MB +[2025-12-25 08:40:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1290/1573] eta 0:03:32 lr 0.000007 time 0.4223 (0.7493) loss 1311.0911 (1311.6310) grad_norm 195.4894 (220.6456) embed_mse 1310.0161 (1310.5446) mask_bce 0.1959 (0.2455) mask_dice 0.8791 (0.8410) mem 21941MB +[2025-12-25 08:41:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1300/1573] eta 0:03:26 lr 0.000007 time 8.8675 (0.7569) loss 1313.5775 (1311.7208) grad_norm 200.4854 (220.5211) embed_mse 1312.5023 (1310.6343) mask_bce 0.2043 (0.2455) mask_dice 0.8710 (0.8409) mem 21941MB +[2025-12-25 08:41:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1310/1573] eta 0:03:18 lr 0.000007 time 1.5371 (0.7552) loss 1322.5325 (1311.6480) grad_norm 218.8239 (220.5107) embed_mse 1321.4612 (1310.5615) mask_bce 0.2208 (0.2456) mask_dice 0.8504 (0.8410) mem 21941MB +[2025-12-25 08:41:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1320/1573] eta 0:03:11 lr 0.000007 time 0.4209 (0.7561) loss 1368.6888 (1311.7435) grad_norm 251.9540 (221.0690) embed_mse 1367.6091 (1310.6568) mask_bce 0.2349 (0.2458) mask_dice 0.8449 (0.8409) mem 21941MB +[2025-12-25 08:41:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1330/1573] eta 0:03:03 lr 0.000007 time 0.4496 (0.7556) loss 1340.9791 (1311.7042) grad_norm 213.0224 (221.0205) embed_mse 1339.9097 (1310.6175) mask_bce 0.2057 (0.2456) mask_dice 0.8637 (0.8410) mem 21941MB +[2025-12-25 08:41:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1340/1573] eta 0:02:55 lr 0.000007 time 0.6798 (0.7540) loss 1296.8987 (1311.6597) grad_norm 144.5355 (220.5625) embed_mse 1295.7894 (1310.5731) mask_bce 0.2456 (0.2456) mask_dice 0.8636 (0.8411) mem 21941MB +[2025-12-25 08:41:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1350/1573] eta 0:02:49 lr 0.000007 time 3.5421 (0.7585) loss 1295.9158 (1311.7906) grad_norm 188.8575 (220.3738) embed_mse 1294.8477 (1310.7039) mask_bce 0.2191 (0.2456) mask_dice 0.8490 (0.8411) mem 21941MB +[2025-12-25 08:41:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1360/1573] eta 0:02:42 lr 0.000007 time 0.4509 (0.7614) loss 1328.7106 (1311.8491) grad_norm 160.4330 (219.8400) embed_mse 1327.6344 (1310.7624) mask_bce 0.2396 (0.2456) mask_dice 0.8365 (0.8411) mem 21941MB +[2025-12-25 08:42:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1370/1573] eta 0:02:35 lr 0.000007 time 0.4225 (0.7640) loss 1325.3558 (1311.6657) grad_norm 217.3211 (219.8252) embed_mse 1324.2598 (1310.5789) mask_bce 0.2834 (0.2458) mask_dice 0.8126 (0.8410) mem 21941MB +[2025-12-25 08:42:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1380/1573] eta 0:02:27 lr 0.000007 time 0.7743 (0.7628) loss 1340.6215 (1311.8433) grad_norm 269.9557 (220.1167) embed_mse 1339.5333 (1310.7565) mask_bce 0.2521 (0.2458) mask_dice 0.8361 (0.8411) mem 21941MB +[2025-12-25 08:42:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1390/1573] eta 0:02:20 lr 0.000007 time 2.4312 (0.7658) loss 1319.0070 (1311.9061) grad_norm 379.7395 (221.0394) embed_mse 1317.9066 (1310.8192) mask_bce 0.2705 (0.2459) mask_dice 0.8298 (0.8411) mem 21941MB +[2025-12-25 08:42:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1400/1573] eta 0:02:12 lr 0.000007 time 0.4424 (0.7640) loss 1263.0710 (1311.9407) grad_norm 197.3708 (220.6126) embed_mse 1261.9536 (1310.8538) mask_bce 0.2714 (0.2458) mask_dice 0.8459 (0.8411) mem 21941MB +[2025-12-25 08:42:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1410/1573] eta 0:02:05 lr 0.000007 time 0.4219 (0.7679) loss 1286.4529 (1311.9223) grad_norm 191.8896 (220.4494) embed_mse 1285.3888 (1310.8355) mask_bce 0.2217 (0.2457) mask_dice 0.8425 (0.8411) mem 21941MB +[2025-12-25 08:42:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1420/1573] eta 0:01:57 lr 0.000007 time 0.4200 (0.7660) loss 1285.9855 (1311.8524) grad_norm 181.8162 (220.2312) embed_mse 1284.8918 (1310.7655) mask_bce 0.2616 (0.2457) mask_dice 0.8321 (0.8411) mem 21941MB +[2025-12-25 08:42:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1430/1573] eta 0:01:49 lr 0.000007 time 0.4161 (0.7637) loss 1351.5294 (1311.9534) grad_norm 229.7612 (220.2847) embed_mse 1350.4093 (1310.8666) mask_bce 0.2887 (0.2458) mask_dice 0.8314 (0.8411) mem 21941MB +[2025-12-25 08:43:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1440/1573] eta 0:01:42 lr 0.000007 time 0.4174 (0.7689) loss 1326.1785 (1311.7637) grad_norm 235.9158 (220.4373) embed_mse 1325.0784 (1310.6769) mask_bce 0.2627 (0.2458) mask_dice 0.8374 (0.8410) mem 21941MB +[2025-12-25 08:43:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1450/1573] eta 0:01:34 lr 0.000007 time 0.4517 (0.7705) loss 1312.5905 (1311.7271) grad_norm 211.6490 (220.3887) embed_mse 1311.4731 (1310.6402) mask_bce 0.3091 (0.2459) mask_dice 0.8082 (0.8410) mem 21941MB +[2025-12-25 08:43:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1460/1573] eta 0:01:27 lr 0.000007 time 0.4308 (0.7707) loss 1324.7859 (1311.6256) grad_norm 242.1522 (220.5083) embed_mse 1323.7094 (1310.5387) mask_bce 0.2266 (0.2459) mask_dice 0.8500 (0.8410) mem 21941MB +[2025-12-25 08:43:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1470/1573] eta 0:01:19 lr 0.000007 time 0.4195 (0.7710) loss 1264.5195 (1311.4609) grad_norm 194.4688 (220.3660) embed_mse 1263.4137 (1310.3741) mask_bce 0.2206 (0.2458) mask_dice 0.8853 (0.8410) mem 21941MB +[2025-12-25 08:43:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1480/1573] eta 0:01:11 lr 0.000007 time 0.4182 (0.7693) loss 1223.2992 (1311.3314) grad_norm 277.2976 (220.4168) embed_mse 1222.1996 (1310.2446) mask_bce 0.2658 (0.2458) mask_dice 0.8339 (0.8410) mem 21941MB +[2025-12-25 08:43:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1490/1573] eta 0:01:03 lr 0.000007 time 0.4209 (0.7697) loss 1272.4113 (1311.3661) grad_norm 284.7290 (220.7626) embed_mse 1271.3274 (1310.2793) mask_bce 0.2284 (0.2458) mask_dice 0.8555 (0.8410) mem 21941MB +[2025-12-25 08:43:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1500/1573] eta 0:00:56 lr 0.000007 time 0.4171 (0.7687) loss 1327.1444 (1311.3014) grad_norm 237.7356 (220.8533) embed_mse 1326.0806 (1310.2146) mask_bce 0.2291 (0.2457) mask_dice 0.8347 (0.8410) mem 21941MB +[2025-12-25 08:43:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1510/1573] eta 0:00:48 lr 0.000007 time 0.4188 (0.7700) loss 1269.5204 (1311.3832) grad_norm 339.1132 (221.4823) embed_mse 1268.4810 (1310.2965) mask_bce 0.1923 (0.2457) mask_dice 0.8470 (0.8410) mem 21941MB +[2025-12-25 08:44:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1520/1573] eta 0:00:40 lr 0.000007 time 0.4201 (0.7692) loss 1353.0594 (1311.3030) grad_norm 161.1425 (220.8521) embed_mse 1352.0140 (1310.2163) mask_bce 0.1633 (0.2456) mask_dice 0.8821 (0.8410) mem 21941MB +[2025-12-25 08:44:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1530/1573] eta 0:00:33 lr 0.000007 time 0.4225 (0.7702) loss 1258.4507 (1311.2980) grad_norm 167.6880 (220.5737) embed_mse 1257.3999 (1310.2113) mask_bce 0.1829 (0.2456) mask_dice 0.8680 (0.8411) mem 21941MB +[2025-12-25 08:44:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1540/1573] eta 0:00:25 lr 0.000007 time 0.4216 (0.7725) loss 1342.7473 (1311.5147) grad_norm 324.2826 (221.1139) embed_mse 1341.6555 (1310.4281) mask_bce 0.2462 (0.2455) mask_dice 0.8456 (0.8411) mem 21941MB +[2025-12-25 08:44:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1550/1573] eta 0:00:17 lr 0.000007 time 0.4227 (0.7703) loss 1281.9987 (1311.4463) grad_norm 199.5872 (221.0023) embed_mse 1280.9470 (1310.3597) mask_bce 0.2105 (0.2454) mask_dice 0.8411 (0.8411) mem 21941MB +[2025-12-25 08:44:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1560/1573] eta 0:00:10 lr 0.000007 time 0.4195 (0.7731) loss 1271.8779 (1311.3920) grad_norm 212.2683 (221.4731) embed_mse 1270.7812 (1310.3053) mask_bce 0.2770 (0.2456) mask_dice 0.8197 (0.8411) mem 21941MB +[2025-12-25 08:44:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1570/1573] eta 0:00:02 lr 0.000007 time 0.4355 (0.7717) loss 1301.3875 (1311.4813) grad_norm 196.8401 (221.3474) embed_mse 1300.3063 (1310.3947) mask_bce 0.2415 (0.2455) mask_dice 0.8398 (0.8412) mem 21941MB +[2025-12-25 08:44:49 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 22 training takes 0:20:13 +[2025-12-25 08:44:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][0/1573] eta 1:39:03 lr 0.000007 time 3.7787 (3.7787) loss 1372.4592 (1372.4592) grad_norm 0.0000 (0.0000) embed_mse 1371.3915 (1371.3915) mask_bce 0.2064 (0.2064) mask_dice 0.8613 (0.8613) mem 21941MB +[2025-12-25 08:45:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][10/1573] eta 0:48:40 lr 0.000007 time 0.4263 (1.8685) loss 1327.1428 (1323.6671) grad_norm 184.9391 (184.9391) embed_mse 1326.0551 (1322.5830) mask_bce 0.2550 (0.2392) mask_dice 0.8328 (0.8449) mem 21941MB +[2025-12-25 08:45:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][20/1573] eta 0:33:07 lr 0.000007 time 1.5797 (1.2797) loss 1339.9354 (1316.5547) grad_norm 204.1915 (194.5653) embed_mse 1338.8007 (1315.4744) mask_bce 0.2802 (0.2347) mask_dice 0.8546 (0.8457) mem 21941MB +[2025-12-25 08:45:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][30/1573] eta 0:26:35 lr 0.000007 time 0.4285 (1.0339) loss 1309.6700 (1311.7262) grad_norm 152.0423 (180.3910) embed_mse 1308.5938 (1310.6468) mask_bce 0.2278 (0.2366) mask_dice 0.8486 (0.8428) mem 21941MB +[2025-12-25 08:45:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][40/1573] eta 0:24:19 lr 0.000007 time 0.4251 (0.9521) loss 1348.9758 (1309.6391) grad_norm 146.6519 (203.8197) embed_mse 1347.9108 (1308.5597) mask_bce 0.1960 (0.2353) mask_dice 0.8691 (0.8442) mem 21941MB +[2025-12-25 08:45:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][50/1573] eta 0:24:51 lr 0.000007 time 2.0350 (0.9796) loss 1330.7710 (1309.3317) grad_norm 241.8543 (210.1588) embed_mse 1329.6714 (1308.2499) mask_bce 0.2680 (0.2375) mask_dice 0.8317 (0.8443) mem 21941MB +[2025-12-25 08:45:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][60/1573] eta 0:22:25 lr 0.000007 time 0.4216 (0.8893) loss 1362.1687 (1309.0752) grad_norm 188.7138 (207.0952) embed_mse 1361.0950 (1307.9927) mask_bce 0.2226 (0.2398) mask_dice 0.8511 (0.8426) mem 21941MB +[2025-12-25 08:45:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][70/1573] eta 0:21:48 lr 0.000007 time 0.4295 (0.8704) loss 1274.5726 (1309.1034) grad_norm 281.3920 (216.3823) embed_mse 1273.4642 (1308.0200) mask_bce 0.3094 (0.2421) mask_dice 0.7990 (0.8413) mem 21941MB +[2025-12-25 08:46:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][80/1573] eta 0:22:22 lr 0.000007 time 0.4447 (0.8990) loss 1285.6302 (1310.3872) grad_norm 253.3642 (214.2582) embed_mse 1284.5399 (1309.3029) mask_bce 0.2477 (0.2433) mask_dice 0.8427 (0.8410) mem 21941MB +[2025-12-25 08:46:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][90/1573] eta 0:21:29 lr 0.000007 time 0.4224 (0.8696) loss 1320.1222 (1309.7034) grad_norm 302.5398 (222.2838) embed_mse 1319.0658 (1308.6197) mask_bce 0.2117 (0.2430) mask_dice 0.8447 (0.8406) mem 21941MB +[2025-12-25 08:46:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][100/1573] eta 0:20:58 lr 0.000007 time 2.8375 (0.8546) loss 1353.2542 (1311.0781) grad_norm 192.4410 (219.7969) embed_mse 1352.1613 (1309.9929) mask_bce 0.2452 (0.2446) mask_dice 0.8478 (0.8405) mem 21941MB +[2025-12-25 08:46:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][110/1573] eta 0:20:10 lr 0.000007 time 0.4301 (0.8275) loss 1370.0513 (1311.1789) grad_norm 258.1196 (222.7448) embed_mse 1368.9778 (1310.0946) mask_bce 0.2335 (0.2434) mask_dice 0.8400 (0.8409) mem 21941MB +[2025-12-25 08:46:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][120/1573] eta 0:19:30 lr 0.000007 time 0.4363 (0.8057) loss 1310.2361 (1310.5517) grad_norm 192.0938 (229.4934) embed_mse 1309.1681 (1309.4679) mask_bce 0.2275 (0.2427) mask_dice 0.8405 (0.8410) mem 21941MB +[2025-12-25 08:46:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][130/1573] eta 0:19:31 lr 0.000007 time 3.1933 (0.8116) loss 1335.2858 (1310.1784) grad_norm 277.0605 (232.4663) embed_mse 1334.2036 (1309.0949) mask_bce 0.2435 (0.2424) mask_dice 0.8387 (0.8411) mem 21941MB +[2025-12-25 08:46:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][140/1573] eta 0:18:43 lr 0.000007 time 0.4253 (0.7843) loss 1361.4801 (1310.1469) grad_norm 207.0759 (230.9728) embed_mse 1360.3909 (1309.0637) mask_bce 0.2648 (0.2418) mask_dice 0.8244 (0.8414) mem 21941MB +[2025-12-25 08:46:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][150/1573] eta 0:18:39 lr 0.000007 time 4.0347 (0.7865) loss 1308.6788 (1309.9727) grad_norm 179.6728 (228.1228) embed_mse 1307.6014 (1308.8887) mask_bce 0.2346 (0.2433) mask_dice 0.8428 (0.8407) mem 21941MB +[2025-12-25 08:46:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][160/1573] eta 0:18:36 lr 0.000007 time 0.4275 (0.7901) loss 1394.9398 (1310.4512) grad_norm 234.9250 (231.1820) embed_mse 1393.8533 (1309.3672) mask_bce 0.2516 (0.2435) mask_dice 0.8350 (0.8405) mem 21941MB +[2025-12-25 08:47:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][170/1573] eta 0:18:35 lr 0.000007 time 0.4240 (0.7952) loss 1309.8871 (1310.3430) grad_norm 504.1602 (244.1810) embed_mse 1308.8081 (1309.2585) mask_bce 0.2162 (0.2444) mask_dice 0.8628 (0.8401) mem 21941MB +[2025-12-25 08:47:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][180/1573] eta 0:18:44 lr 0.000007 time 0.4623 (0.8071) loss 1286.3094 (1310.6002) grad_norm 187.1241 (241.5874) embed_mse 1285.2239 (1309.5160) mask_bce 0.2452 (0.2443) mask_dice 0.8404 (0.8399) mem 21941MB +[2025-12-25 08:47:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][190/1573] eta 0:18:10 lr 0.000007 time 0.4273 (0.7885) loss 1389.6874 (1310.6850) grad_norm 144.2370 (237.3548) embed_mse 1388.5590 (1309.6007) mask_bce 0.3029 (0.2445) mask_dice 0.8256 (0.8398) mem 21941MB +[2025-12-25 08:47:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][200/1573] eta 0:17:41 lr 0.000007 time 0.6955 (0.7732) loss 1342.7844 (1310.6726) grad_norm 206.9315 (235.7814) embed_mse 1341.6687 (1309.5884) mask_bce 0.2776 (0.2443) mask_dice 0.8381 (0.8399) mem 21941MB +[2025-12-25 08:47:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][210/1573] eta 0:17:49 lr 0.000007 time 0.4235 (0.7847) loss 1354.3240 (1311.1794) grad_norm 254.0494 (236.4840) embed_mse 1353.2512 (1310.0944) mask_bce 0.2199 (0.2445) mask_dice 0.8528 (0.8405) mem 21941MB +[2025-12-25 08:47:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][220/1573] eta 0:17:38 lr 0.000007 time 0.4231 (0.7826) loss 1322.6404 (1311.3589) grad_norm 169.1307 (233.9894) embed_mse 1321.5667 (1310.2739) mask_bce 0.2230 (0.2445) mask_dice 0.8507 (0.8405) mem 21941MB +[2025-12-25 08:47:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][230/1573] eta 0:17:33 lr 0.000007 time 0.4251 (0.7843) loss 1354.8459 (1310.9950) grad_norm 180.3046 (232.0721) embed_mse 1353.7749 (1309.9102) mask_bce 0.2352 (0.2442) mask_dice 0.8358 (0.8406) mem 21941MB +[2025-12-25 08:47:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][240/1573] eta 0:17:28 lr 0.000007 time 0.4249 (0.7868) loss 1288.6050 (1311.0960) grad_norm 167.4171 (227.8309) embed_mse 1287.5111 (1310.0116) mask_bce 0.2530 (0.2438) mask_dice 0.8410 (0.8406) mem 21941MB +[2025-12-25 08:48:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][250/1573] eta 0:17:01 lr 0.000007 time 0.4196 (0.7723) loss 1282.9695 (1311.0346) grad_norm 185.9158 (226.4788) embed_mse 1281.7511 (1309.9496) mask_bce 0.3635 (0.2443) mask_dice 0.8549 (0.8406) mem 21941MB +[2025-12-25 08:48:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][260/1573] eta 0:17:00 lr 0.000007 time 0.4226 (0.7769) loss 1280.2190 (1310.1533) grad_norm 182.3611 (225.1001) embed_mse 1279.1597 (1309.0688) mask_bce 0.2117 (0.2439) mask_dice 0.8477 (0.8406) mem 21941MB +[2025-12-25 08:48:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][270/1573] eta 0:17:09 lr 0.000007 time 0.4224 (0.7903) loss 1370.0958 (1310.6583) grad_norm 237.1435 (225.4651) embed_mse 1369.0317 (1309.5738) mask_bce 0.2156 (0.2438) mask_dice 0.8485 (0.8407) mem 21941MB +[2025-12-25 08:48:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][280/1573] eta 0:17:08 lr 0.000007 time 3.1489 (0.7957) loss 1387.3881 (1311.0393) grad_norm 208.3610 (223.8338) embed_mse 1386.3131 (1309.9546) mask_bce 0.2395 (0.2437) mask_dice 0.8354 (0.8410) mem 21941MB +[2025-12-25 08:48:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][290/1573] eta 0:16:52 lr 0.000007 time 0.4246 (0.7892) loss 1331.1633 (1310.9835) grad_norm 179.3971 (222.5994) embed_mse 1330.0609 (1309.8983) mask_bce 0.2489 (0.2443) mask_dice 0.8535 (0.8409) mem 21941MB +[2025-12-25 08:48:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][300/1573] eta 0:17:17 lr 0.000007 time 0.4266 (0.8150) loss 1278.1184 (1310.3050) grad_norm 144.6827 (220.4935) embed_mse 1277.0468 (1309.2196) mask_bce 0.2426 (0.2446) mask_dice 0.8291 (0.8408) mem 21941MB +[2025-12-25 08:49:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][310/1573] eta 0:17:03 lr 0.000007 time 0.4232 (0.8102) loss 1322.7822 (1310.4284) grad_norm 179.7761 (219.4220) embed_mse 1321.6760 (1309.3430) mask_bce 0.2810 (0.2445) mask_dice 0.8251 (0.8409) mem 21941MB +[2025-12-25 08:49:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][320/1573] eta 0:16:46 lr 0.000007 time 0.4195 (0.8033) loss 1238.3400 (1310.2294) grad_norm 160.4011 (216.2030) embed_mse 1237.2705 (1309.1444) mask_bce 0.2331 (0.2438) mask_dice 0.8364 (0.8412) mem 21941MB +[2025-12-25 08:49:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][330/1573] eta 0:17:10 lr 0.000007 time 0.4364 (0.8294) loss 1317.8130 (1310.3506) grad_norm 182.0285 (215.3695) embed_mse 1316.7439 (1309.2657) mask_bce 0.2132 (0.2436) mask_dice 0.8558 (0.8413) mem 21941MB +[2025-12-25 08:49:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][340/1573] eta 0:16:48 lr 0.000007 time 0.4490 (0.8176) loss 1316.4489 (1309.9935) grad_norm 179.3923 (214.5129) embed_mse 1315.3783 (1308.9088) mask_bce 0.2199 (0.2434) mask_dice 0.8506 (0.8412) mem 21941MB +[2025-12-25 08:49:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][350/1573] eta 0:17:03 lr 0.000007 time 6.6007 (0.8365) loss 1303.2213 (1309.7701) grad_norm 175.3042 (213.6011) embed_mse 1302.1089 (1308.6858) mask_bce 0.2904 (0.2433) mask_dice 0.8220 (0.8410) mem 21941MB +[2025-12-25 08:49:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][360/1573] eta 0:16:41 lr 0.000007 time 0.4194 (0.8252) loss 1227.2998 (1309.1168) grad_norm 224.5316 (213.3988) embed_mse 1226.2006 (1308.0322) mask_bce 0.2545 (0.2437) mask_dice 0.8448 (0.8409) mem 21941MB +[2025-12-25 08:49:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][370/1573] eta 0:16:28 lr 0.000007 time 1.3173 (0.8213) loss 1347.9174 (1309.3306) grad_norm 183.5898 (212.7508) embed_mse 1346.8716 (1308.2460) mask_bce 0.2124 (0.2438) mask_dice 0.8334 (0.8408) mem 21941MB +[2025-12-25 08:49:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][380/1573] eta 0:16:10 lr 0.000007 time 0.4200 (0.8136) loss 1329.1613 (1308.7427) grad_norm 155.1254 (211.5247) embed_mse 1328.0919 (1307.6583) mask_bce 0.2025 (0.2434) mask_dice 0.8669 (0.8410) mem 21941MB +[2025-12-25 08:50:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][390/1573] eta 0:15:59 lr 0.000007 time 0.4335 (0.8114) loss 1282.2998 (1308.9390) grad_norm 185.4711 (210.9819) embed_mse 1281.1964 (1307.8543) mask_bce 0.2843 (0.2437) mask_dice 0.8191 (0.8409) mem 21941MB +[2025-12-25 08:50:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][400/1573] eta 0:15:54 lr 0.000007 time 0.4195 (0.8136) loss 1284.8113 (1308.9637) grad_norm 224.8364 (211.4942) embed_mse 1283.7180 (1307.8791) mask_bce 0.2586 (0.2437) mask_dice 0.8347 (0.8409) mem 21941MB +[2025-12-25 08:50:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][410/1573] eta 0:15:57 lr 0.000007 time 3.2986 (0.8232) loss 1271.8134 (1308.6346) grad_norm 209.4279 (211.4538) embed_mse 1270.6873 (1307.5498) mask_bce 0.2700 (0.2437) mask_dice 0.8561 (0.8411) mem 21941MB +[2025-12-25 08:50:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][420/1573] eta 0:15:41 lr 0.000007 time 0.4224 (0.8166) loss 1272.9606 (1308.0587) grad_norm 241.6061 (212.0336) embed_mse 1271.8644 (1306.9736) mask_bce 0.2605 (0.2441) mask_dice 0.8356 (0.8411) mem 21941MB +[2025-12-25 08:50:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][430/1573] eta 0:15:35 lr 0.000007 time 0.4229 (0.8180) loss 1335.6654 (1308.3310) grad_norm 206.2306 (211.9241) embed_mse 1334.5901 (1307.2457) mask_bce 0.2082 (0.2440) mask_dice 0.8671 (0.8413) mem 21941MB +[2025-12-25 08:50:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][440/1573] eta 0:15:27 lr 0.000007 time 0.4228 (0.8187) loss 1358.9719 (1308.4972) grad_norm 366.3140 (216.5517) embed_mse 1357.9022 (1307.4120) mask_bce 0.2436 (0.2439) mask_dice 0.8262 (0.8413) mem 21941MB +[2025-12-25 08:50:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][450/1573] eta 0:15:17 lr 0.000007 time 3.3216 (0.8166) loss 1315.8070 (1308.3481) grad_norm 176.7332 (215.8407) embed_mse 1314.7228 (1307.2630) mask_bce 0.2310 (0.2437) mask_dice 0.8531 (0.8413) mem 21941MB +[2025-12-25 08:51:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][460/1573] eta 0:15:10 lr 0.000007 time 0.4267 (0.8178) loss 1285.0300 (1308.5228) grad_norm 176.9026 (215.1575) embed_mse 1283.9335 (1307.4378) mask_bce 0.2588 (0.2436) mask_dice 0.8378 (0.8414) mem 21941MB +[2025-12-25 08:51:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][470/1573] eta 0:14:58 lr 0.000007 time 0.4215 (0.8147) loss 1337.8064 (1308.8646) grad_norm 175.6904 (214.4771) embed_mse 1336.7225 (1307.7796) mask_bce 0.2493 (0.2436) mask_dice 0.8346 (0.8414) mem 21941MB +[2025-12-25 08:51:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][480/1573] eta 0:14:50 lr 0.000007 time 0.4226 (0.8143) loss 1270.6377 (1308.4448) grad_norm 144.2240 (213.0943) embed_mse 1269.5547 (1307.3600) mask_bce 0.2515 (0.2434) mask_dice 0.8314 (0.8414) mem 21941MB +[2025-12-25 08:51:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][490/1573] eta 0:14:46 lr 0.000007 time 0.4206 (0.8183) loss 1268.5088 (1308.3209) grad_norm 442.8798 (216.8613) embed_mse 1267.4337 (1307.2358) mask_bce 0.2480 (0.2437) mask_dice 0.8271 (0.8414) mem 21941MB +[2025-12-25 08:51:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][500/1573] eta 0:14:37 lr 0.000007 time 0.4200 (0.8176) loss 1231.3762 (1308.0684) grad_norm 189.7065 (216.4233) embed_mse 1230.2985 (1306.9834) mask_bce 0.2371 (0.2435) mask_dice 0.8407 (0.8415) mem 21941MB +[2025-12-25 08:51:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][510/1573] eta 0:14:22 lr 0.000007 time 0.4226 (0.8112) loss 1373.8776 (1308.1428) grad_norm 189.5758 (215.9972) embed_mse 1372.8059 (1307.0579) mask_bce 0.2238 (0.2434) mask_dice 0.8478 (0.8415) mem 21941MB +[2025-12-25 08:51:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][520/1573] eta 0:14:16 lr 0.000007 time 0.4251 (0.8135) loss 1287.3209 (1308.1066) grad_norm 201.7117 (218.1464) embed_mse 1286.1991 (1307.0215) mask_bce 0.3002 (0.2435) mask_dice 0.8217 (0.8416) mem 21941MB +[2025-12-25 08:52:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][530/1573] eta 0:14:07 lr 0.000007 time 0.4220 (0.8124) loss 1319.0012 (1307.9342) grad_norm 219.2505 (218.1631) embed_mse 1317.9316 (1306.8492) mask_bce 0.2312 (0.2435) mask_dice 0.8384 (0.8415) mem 21941MB +[2025-12-25 08:52:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][540/1573] eta 0:13:54 lr 0.000007 time 0.8020 (0.8076) loss 1337.8645 (1308.0922) grad_norm 204.5344 (217.9597) embed_mse 1336.7905 (1307.0072) mask_bce 0.2162 (0.2433) mask_dice 0.8576 (0.8417) mem 21941MB +[2025-12-25 08:52:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][550/1573] eta 0:13:45 lr 0.000007 time 2.6399 (0.8074) loss 1313.2423 (1308.3984) grad_norm 182.3407 (217.4359) embed_mse 1312.1638 (1307.3135) mask_bce 0.2159 (0.2431) mask_dice 0.8625 (0.8418) mem 21941MB +[2025-12-25 08:52:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][560/1573] eta 0:13:36 lr 0.000007 time 2.8430 (0.8057) loss 1340.4867 (1308.6600) grad_norm 212.7583 (216.9412) embed_mse 1339.4159 (1307.5750) mask_bce 0.2230 (0.2432) mask_dice 0.8478 (0.8417) mem 21941MB +[2025-12-25 08:52:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][570/1573] eta 0:13:25 lr 0.000007 time 0.4213 (0.8028) loss 1270.9277 (1308.4203) grad_norm 173.4482 (216.3286) embed_mse 1269.8794 (1307.3353) mask_bce 0.1775 (0.2432) mask_dice 0.8709 (0.8418) mem 21941MB +[2025-12-25 08:52:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][580/1573] eta 0:13:11 lr 0.000007 time 0.4295 (0.7974) loss 1269.0604 (1308.6588) grad_norm 250.3552 (216.8012) embed_mse 1268.0211 (1307.5740) mask_bce 0.1696 (0.2428) mask_dice 0.8698 (0.8420) mem 21941MB +[2025-12-25 08:52:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][590/1573] eta 0:13:01 lr 0.000007 time 0.4243 (0.7951) loss 1257.0066 (1308.7125) grad_norm 200.4709 (216.5775) embed_mse 1255.9427 (1307.6276) mask_bce 0.2235 (0.2430) mask_dice 0.8403 (0.8419) mem 21941MB +[2025-12-25 08:52:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][600/1573] eta 0:12:49 lr 0.000007 time 0.4220 (0.7913) loss 1331.3224 (1308.7035) grad_norm 166.3985 (215.0815) embed_mse 1330.2445 (1307.6187) mask_bce 0.2382 (0.2429) mask_dice 0.8396 (0.8419) mem 21941MB +[2025-12-25 08:52:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][610/1573] eta 0:12:38 lr 0.000007 time 0.4245 (0.7875) loss 1258.5516 (1308.7021) grad_norm 250.6187 (215.5491) embed_mse 1257.4910 (1307.6173) mask_bce 0.2128 (0.2430) mask_dice 0.8479 (0.8418) mem 21941MB +[2025-12-25 08:53:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][620/1573] eta 0:12:36 lr 0.000007 time 0.4239 (0.7936) loss 1282.8524 (1308.7618) grad_norm 212.7911 (215.5133) embed_mse 1281.7915 (1307.6768) mask_bce 0.2144 (0.2431) mask_dice 0.8466 (0.8418) mem 21941MB +[2025-12-25 08:53:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][630/1573] eta 0:12:26 lr 0.000007 time 0.4213 (0.7917) loss 1258.3208 (1308.8110) grad_norm 228.6305 (215.6815) embed_mse 1257.2507 (1307.7257) mask_bce 0.2418 (0.2434) mask_dice 0.8283 (0.8418) mem 21941MB +[2025-12-25 08:53:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][640/1573] eta 0:12:17 lr 0.000006 time 0.4228 (0.7901) loss 1320.2896 (1308.8926) grad_norm 173.4930 (214.4535) embed_mse 1319.2188 (1307.8076) mask_bce 0.2364 (0.2433) mask_dice 0.8344 (0.8417) mem 21941MB +[2025-12-25 08:53:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][650/1573] eta 0:12:12 lr 0.000006 time 0.4218 (0.7935) loss 1304.6943 (1308.6714) grad_norm 180.1353 (214.0298) embed_mse 1303.5814 (1307.5866) mask_bce 0.2705 (0.2430) mask_dice 0.8424 (0.8418) mem 21941MB +[2025-12-25 08:53:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][660/1573] eta 0:12:06 lr 0.000006 time 0.4237 (0.7955) loss 1297.6256 (1308.7217) grad_norm 190.8054 (213.7466) embed_mse 1296.5430 (1307.6366) mask_bce 0.2378 (0.2432) mask_dice 0.8448 (0.8419) mem 21941MB +[2025-12-25 08:53:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][670/1573] eta 0:11:53 lr 0.000006 time 0.4221 (0.7899) loss 1340.5322 (1309.0831) grad_norm 195.5542 (213.5274) embed_mse 1339.4259 (1307.9979) mask_bce 0.2810 (0.2434) mask_dice 0.8253 (0.8418) mem 21941MB +[2025-12-25 08:53:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][680/1573] eta 0:11:40 lr 0.000006 time 0.5343 (0.7848) loss 1261.7242 (1308.8705) grad_norm 193.1991 (213.4440) embed_mse 1260.6521 (1307.7853) mask_bce 0.2499 (0.2433) mask_dice 0.8223 (0.8419) mem 21941MB +[2025-12-25 08:53:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][690/1573] eta 0:11:32 lr 0.000006 time 0.4236 (0.7838) loss 1309.9485 (1308.7541) grad_norm 143.8075 (212.6342) embed_mse 1308.8788 (1307.6688) mask_bce 0.2042 (0.2434) mask_dice 0.8655 (0.8419) mem 21941MB +[2025-12-25 08:53:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][700/1573] eta 0:11:22 lr 0.000006 time 0.4410 (0.7814) loss 1272.7665 (1308.7533) grad_norm 178.9439 (212.2470) embed_mse 1271.7175 (1307.6681) mask_bce 0.1965 (0.2434) mask_dice 0.8524 (0.8418) mem 21941MB +[2025-12-25 08:54:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][710/1573] eta 0:11:12 lr 0.000006 time 0.4262 (0.7788) loss 1400.2115 (1308.8508) grad_norm 161.2945 (211.6680) embed_mse 1399.1243 (1307.7652) mask_bce 0.2409 (0.2437) mask_dice 0.8464 (0.8419) mem 21941MB +[2025-12-25 08:54:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][720/1573] eta 0:11:00 lr 0.000006 time 0.4217 (0.7741) loss 1303.5374 (1308.6866) grad_norm 207.0022 (211.9816) embed_mse 1302.4166 (1307.6009) mask_bce 0.3091 (0.2437) mask_dice 0.8116 (0.8419) mem 21941MB +[2025-12-25 08:54:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][730/1573] eta 0:10:54 lr 0.000006 time 4.6209 (0.7761) loss 1257.7086 (1308.7697) grad_norm 191.3480 (211.7548) embed_mse 1256.6122 (1307.6842) mask_bce 0.2555 (0.2437) mask_dice 0.8409 (0.8419) mem 21941MB +[2025-12-25 08:54:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][740/1573] eta 0:10:51 lr 0.000006 time 0.4508 (0.7816) loss 1258.1687 (1308.4555) grad_norm 268.6981 (212.3737) embed_mse 1257.0862 (1307.3699) mask_bce 0.2499 (0.2437) mask_dice 0.8327 (0.8418) mem 21941MB +[2025-12-25 08:54:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][750/1573] eta 0:10:39 lr 0.000006 time 0.4444 (0.7776) loss 1313.2194 (1308.4283) grad_norm 166.1455 (211.8767) embed_mse 1312.1299 (1307.3427) mask_bce 0.2555 (0.2438) mask_dice 0.8340 (0.8417) mem 21941MB +[2025-12-25 08:54:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][760/1573] eta 0:10:29 lr 0.000006 time 0.4196 (0.7743) loss 1321.9026 (1308.4813) grad_norm 188.9957 (211.1197) embed_mse 1320.8190 (1307.3957) mask_bce 0.2444 (0.2437) mask_dice 0.8392 (0.8418) mem 21941MB +[2025-12-25 08:54:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][770/1573] eta 0:10:21 lr 0.000006 time 0.4359 (0.7737) loss 1323.0919 (1308.5772) grad_norm 275.1255 (211.7864) embed_mse 1322.0197 (1307.4916) mask_bce 0.2279 (0.2437) mask_dice 0.8444 (0.8418) mem 21941MB +[2025-12-25 08:54:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][780/1573] eta 0:10:11 lr 0.000006 time 1.7687 (0.7710) loss 1324.0529 (1308.7115) grad_norm 171.1057 (211.3670) embed_mse 1322.9519 (1307.6258) mask_bce 0.2614 (0.2438) mask_dice 0.8396 (0.8418) mem 21941MB +[2025-12-25 08:54:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][790/1573] eta 0:10:00 lr 0.000006 time 0.4182 (0.7667) loss 1291.7092 (1308.6477) grad_norm 227.0500 (211.5271) embed_mse 1290.6278 (1307.5622) mask_bce 0.2554 (0.2436) mask_dice 0.8261 (0.8419) mem 21941MB +[2025-12-25 08:55:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][800/1573] eta 0:09:51 lr 0.000006 time 0.4233 (0.7652) loss 1319.0834 (1308.6314) grad_norm 281.8250 (212.0757) embed_mse 1318.0424 (1307.5460) mask_bce 0.1731 (0.2435) mask_dice 0.8679 (0.8419) mem 21941MB +[2025-12-25 08:55:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][810/1573] eta 0:09:40 lr 0.000006 time 0.4200 (0.7612) loss 1331.9142 (1308.8105) grad_norm 229.7098 (212.2503) embed_mse 1330.8416 (1307.7249) mask_bce 0.2381 (0.2437) mask_dice 0.8346 (0.8418) mem 21941MB +[2025-12-25 08:55:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][820/1573] eta 0:09:32 lr 0.000006 time 0.4295 (0.7605) loss 1279.9948 (1308.8871) grad_norm 337.4172 (213.4774) embed_mse 1278.9146 (1307.8014) mask_bce 0.2291 (0.2439) mask_dice 0.8511 (0.8417) mem 21941MB +[2025-12-25 08:55:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][830/1573] eta 0:09:26 lr 0.000006 time 0.4247 (0.7624) loss 1298.7516 (1308.7790) grad_norm 175.2930 (213.1067) embed_mse 1297.6606 (1307.6933) mask_bce 0.2692 (0.2439) mask_dice 0.8218 (0.8417) mem 21941MB +[2025-12-25 08:55:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][840/1573] eta 0:09:19 lr 0.000006 time 0.4460 (0.7627) loss 1330.6581 (1308.6400) grad_norm 160.4212 (212.1304) embed_mse 1329.5929 (1307.5543) mask_bce 0.2070 (0.2441) mask_dice 0.8582 (0.8416) mem 21941MB +[2025-12-25 08:55:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][850/1573] eta 0:09:09 lr 0.000006 time 0.4502 (0.7597) loss 1385.2949 (1308.8963) grad_norm 227.8469 (212.2787) embed_mse 1384.2061 (1307.8105) mask_bce 0.2439 (0.2442) mask_dice 0.8449 (0.8416) mem 21941MB +[2025-12-25 08:55:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][860/1573] eta 0:09:00 lr 0.000006 time 2.3021 (0.7583) loss 1311.9738 (1309.2041) grad_norm 163.6723 (211.8244) embed_mse 1310.8721 (1308.1183) mask_bce 0.2757 (0.2441) mask_dice 0.8261 (0.8417) mem 21941MB +[2025-12-25 08:55:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][870/1573] eta 0:08:55 lr 0.000006 time 1.7060 (0.7611) loss 1362.5948 (1309.0821) grad_norm 185.4388 (211.5801) embed_mse 1361.4924 (1307.9963) mask_bce 0.2687 (0.2440) mask_dice 0.8338 (0.8418) mem 21941MB +[2025-12-25 08:55:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][880/1573] eta 0:08:46 lr 0.000006 time 0.4214 (0.7591) loss 1318.8807 (1309.1616) grad_norm 213.6516 (211.7356) embed_mse 1317.8135 (1308.0760) mask_bce 0.1977 (0.2438) mask_dice 0.8695 (0.8418) mem 21941MB +[2025-12-25 08:56:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][890/1573] eta 0:08:39 lr 0.000006 time 4.0056 (0.7600) loss 1323.3312 (1309.2067) grad_norm 221.8187 (211.8264) embed_mse 1322.2443 (1308.1211) mask_bce 0.2405 (0.2437) mask_dice 0.8464 (0.8419) mem 21941MB +[2025-12-25 08:56:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][900/1573] eta 0:08:32 lr 0.000006 time 0.4239 (0.7622) loss 1347.3038 (1309.1845) grad_norm 305.1748 (212.6599) embed_mse 1346.2388 (1308.0987) mask_bce 0.2015 (0.2438) mask_dice 0.8636 (0.8420) mem 21941MB +[2025-12-25 08:56:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][910/1573] eta 0:08:23 lr 0.000006 time 0.4253 (0.7602) loss 1289.5787 (1309.0388) grad_norm 277.0605 (213.2298) embed_mse 1288.5514 (1307.9532) mask_bce 0.1724 (0.2436) mask_dice 0.8549 (0.8420) mem 21941MB +[2025-12-25 08:56:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][920/1573] eta 0:08:17 lr 0.000006 time 0.4212 (0.7616) loss 1323.4855 (1309.3890) grad_norm 198.6450 (213.0182) embed_mse 1322.3976 (1308.3034) mask_bce 0.2516 (0.2437) mask_dice 0.8363 (0.8419) mem 21941MB +[2025-12-25 08:56:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][930/1573] eta 0:08:12 lr 0.000006 time 0.4379 (0.7654) loss 1287.5358 (1309.3195) grad_norm 232.6796 (213.1877) embed_mse 1286.4677 (1308.2340) mask_bce 0.2179 (0.2436) mask_dice 0.8502 (0.8419) mem 21941MB +[2025-12-25 08:56:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][940/1573] eta 0:08:03 lr 0.000006 time 0.4195 (0.7634) loss 1312.9210 (1309.3759) grad_norm 191.6715 (213.0038) embed_mse 1311.8174 (1308.2903) mask_bce 0.2579 (0.2435) mask_dice 0.8458 (0.8420) mem 21941MB +[2025-12-25 08:56:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][950/1573] eta 0:07:57 lr 0.000006 time 6.7435 (0.7670) loss 1369.9272 (1309.4315) grad_norm 166.7122 (212.6115) embed_mse 1368.8115 (1308.3458) mask_bce 0.2895 (0.2437) mask_dice 0.8263 (0.8420) mem 21941MB +[2025-12-25 08:57:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][960/1573] eta 0:07:48 lr 0.000006 time 0.5081 (0.7642) loss 1331.7999 (1309.5278) grad_norm 180.4284 (211.7739) embed_mse 1330.7344 (1308.4421) mask_bce 0.2226 (0.2436) mask_dice 0.8430 (0.8421) mem 21941MB +[2025-12-25 08:57:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][970/1573] eta 0:07:42 lr 0.000006 time 0.4227 (0.7678) loss 1255.0850 (1309.5807) grad_norm 249.3942 (212.0848) embed_mse 1254.0299 (1308.4949) mask_bce 0.2003 (0.2438) mask_dice 0.8547 (0.8420) mem 21941MB +[2025-12-25 08:57:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][980/1573] eta 0:07:35 lr 0.000006 time 0.4259 (0.7689) loss 1352.1290 (1309.5979) grad_norm 283.7682 (212.6724) embed_mse 1351.0498 (1308.5122) mask_bce 0.2496 (0.2437) mask_dice 0.8297 (0.8420) mem 21941MB +[2025-12-25 08:57:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][990/1573] eta 0:07:26 lr 0.000006 time 0.4297 (0.7654) loss 1234.5059 (1309.3835) grad_norm 272.1159 (213.1557) embed_mse 1233.4390 (1308.2977) mask_bce 0.2308 (0.2437) mask_dice 0.8360 (0.8420) mem 21941MB +[2025-12-25 08:57:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1000/1573] eta 0:07:19 lr 0.000006 time 3.3645 (0.7666) loss 1268.3138 (1309.1974) grad_norm 187.6797 (213.5936) embed_mse 1267.2477 (1308.1115) mask_bce 0.2353 (0.2439) mask_dice 0.8308 (0.8420) mem 21941MB +[2025-12-25 08:57:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1010/1573] eta 0:07:11 lr 0.000006 time 0.4257 (0.7664) loss 1367.2570 (1309.2795) grad_norm 261.1170 (213.9708) embed_mse 1366.1766 (1308.1936) mask_bce 0.2396 (0.2438) mask_dice 0.8407 (0.8421) mem 21941MB +[2025-12-25 08:57:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1020/1573] eta 0:07:01 lr 0.000006 time 0.4237 (0.7631) loss 1282.5239 (1309.1813) grad_norm 204.6923 (213.8977) embed_mse 1281.4470 (1308.0953) mask_bce 0.2431 (0.2438) mask_dice 0.8338 (0.8421) mem 21941MB +[2025-12-25 08:57:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1030/1573] eta 0:06:53 lr 0.000006 time 0.4685 (0.7612) loss 1357.7706 (1309.1797) grad_norm 181.2274 (213.6425) embed_mse 1356.6591 (1308.0937) mask_bce 0.2872 (0.2439) mask_dice 0.8244 (0.8420) mem 21941MB +[2025-12-25 08:58:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1040/1573] eta 0:06:47 lr 0.000006 time 3.0992 (0.7645) loss 1285.5615 (1309.1397) grad_norm 188.2105 (213.4120) embed_mse 1284.4902 (1308.0540) mask_bce 0.2300 (0.2437) mask_dice 0.8413 (0.8421) mem 21941MB +[2025-12-25 08:58:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1050/1573] eta 0:06:38 lr 0.000006 time 0.4227 (0.7613) loss 1264.6855 (1309.2772) grad_norm 254.7262 (213.7274) embed_mse 1263.5919 (1308.1914) mask_bce 0.2778 (0.2437) mask_dice 0.8157 (0.8420) mem 21941MB +[2025-12-25 08:58:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1060/1573] eta 0:06:31 lr 0.000006 time 0.4244 (0.7629) loss 1261.8353 (1309.2240) grad_norm 195.9985 (213.5931) embed_mse 1260.7830 (1308.1381) mask_bce 0.1984 (0.2438) mask_dice 0.8540 (0.8421) mem 21941MB +[2025-12-25 08:58:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1070/1573] eta 0:06:23 lr 0.000006 time 0.4221 (0.7624) loss 1309.0835 (1309.4134) grad_norm 169.2816 (213.2599) embed_mse 1308.0161 (1308.3275) mask_bce 0.2333 (0.2439) mask_dice 0.8341 (0.8421) mem 21941MB +[2025-12-25 08:58:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1080/1573] eta 0:06:15 lr 0.000006 time 1.3124 (0.7611) loss 1314.1785 (1309.5115) grad_norm 260.7669 (214.5517) embed_mse 1313.0834 (1308.4255) mask_bce 0.2381 (0.2441) mask_dice 0.8571 (0.8420) mem 21941MB +[2025-12-25 08:58:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1090/1573] eta 0:06:08 lr 0.000006 time 0.4262 (0.7625) loss 1291.9598 (1309.4571) grad_norm 184.2521 (214.3290) embed_mse 1290.8950 (1308.3710) mask_bce 0.2278 (0.2441) mask_dice 0.8370 (0.8420) mem 21941MB +[2025-12-25 08:58:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1100/1573] eta 0:06:02 lr 0.000006 time 0.4189 (0.7662) loss 1302.1324 (1309.4823) grad_norm 217.6247 (214.3530) embed_mse 1301.0476 (1308.3963) mask_bce 0.2447 (0.2441) mask_dice 0.8401 (0.8420) mem 21941MB +[2025-12-25 08:59:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1110/1573] eta 0:05:55 lr 0.000006 time 0.4181 (0.7673) loss 1315.9520 (1309.6171) grad_norm 247.2859 (214.5917) embed_mse 1314.8878 (1308.5311) mask_bce 0.2335 (0.2440) mask_dice 0.8307 (0.8420) mem 21941MB +[2025-12-25 08:59:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1120/1573] eta 0:05:47 lr 0.000006 time 0.4242 (0.7669) loss 1294.6278 (1309.5800) grad_norm 221.9334 (215.5029) embed_mse 1293.5448 (1308.4940) mask_bce 0.2552 (0.2439) mask_dice 0.8279 (0.8421) mem 21941MB +[2025-12-25 08:59:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1130/1573] eta 0:05:41 lr 0.000006 time 0.4243 (0.7701) loss 1357.0691 (1309.7856) grad_norm 183.9113 (215.2788) embed_mse 1356.0029 (1308.6996) mask_bce 0.2361 (0.2441) mask_dice 0.8301 (0.8420) mem 21941MB +[2025-12-25 08:59:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1140/1573] eta 0:05:33 lr 0.000006 time 0.4202 (0.7707) loss 1324.4314 (1309.6727) grad_norm 265.2771 (215.6309) embed_mse 1323.3083 (1308.5866) mask_bce 0.3043 (0.2440) mask_dice 0.8189 (0.8420) mem 21941MB +[2025-12-25 08:59:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1150/1573] eta 0:05:25 lr 0.000006 time 0.4223 (0.7701) loss 1343.2985 (1309.6205) grad_norm 145.7407 (215.1422) embed_mse 1342.1838 (1308.5344) mask_bce 0.2643 (0.2441) mask_dice 0.8503 (0.8420) mem 21941MB +[2025-12-25 08:59:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1160/1573] eta 0:05:20 lr 0.000006 time 0.4218 (0.7763) loss 1291.1274 (1309.5653) grad_norm 164.8608 (214.9641) embed_mse 1290.0555 (1308.4792) mask_bce 0.2053 (0.2440) mask_dice 0.8666 (0.8421) mem 21941MB +[2025-12-25 09:00:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1170/1573] eta 0:05:14 lr 0.000006 time 0.4294 (0.7802) loss 1343.1163 (1309.6966) grad_norm 352.5359 (215.9064) embed_mse 1342.0452 (1308.6105) mask_bce 0.2276 (0.2439) mask_dice 0.8437 (0.8421) mem 21941MB +[2025-12-25 09:00:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1180/1573] eta 0:05:06 lr 0.000006 time 0.4505 (0.7798) loss 1245.9998 (1309.6222) grad_norm 177.3340 (215.6440) embed_mse 1244.9438 (1308.5363) mask_bce 0.2170 (0.2438) mask_dice 0.8390 (0.8421) mem 21941MB +[2025-12-25 09:00:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1190/1573] eta 0:04:58 lr 0.000006 time 0.4221 (0.7785) loss 1412.7938 (1309.8493) grad_norm 343.1438 (216.5055) embed_mse 1411.6824 (1308.7633) mask_bce 0.2659 (0.2439) mask_dice 0.8455 (0.8421) mem 21941MB +[2025-12-25 09:00:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1200/1573] eta 0:04:52 lr 0.000006 time 1.6917 (0.7841) loss 1316.0131 (1309.9134) grad_norm 226.4537 (216.4995) embed_mse 1314.9435 (1308.8274) mask_bce 0.2335 (0.2438) mask_dice 0.8360 (0.8421) mem 21941MB +[2025-12-25 09:00:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1210/1573] eta 0:04:44 lr 0.000006 time 3.6116 (0.7839) loss 1291.8068 (1309.9518) grad_norm 188.3347 (216.3129) embed_mse 1290.7045 (1308.8658) mask_bce 0.2745 (0.2440) mask_dice 0.8278 (0.8421) mem 21941MB +[2025-12-25 09:00:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1220/1573] eta 0:04:36 lr 0.000006 time 1.3249 (0.7832) loss 1231.4879 (1309.9204) grad_norm 163.6510 (215.9665) embed_mse 1230.4148 (1308.8341) mask_bce 0.2453 (0.2442) mask_dice 0.8278 (0.8420) mem 21941MB +[2025-12-25 09:00:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1230/1573] eta 0:04:29 lr 0.000006 time 0.4253 (0.7862) loss 1318.0779 (1309.8356) grad_norm 191.6233 (215.8074) embed_mse 1316.9641 (1308.7492) mask_bce 0.2796 (0.2443) mask_dice 0.8342 (0.8420) mem 21941MB +[2025-12-25 09:01:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1240/1573] eta 0:04:24 lr 0.000006 time 0.4185 (0.7933) loss 1373.7472 (1309.8421) grad_norm 278.1737 (216.5030) embed_mse 1372.6744 (1308.7558) mask_bce 0.2437 (0.2443) mask_dice 0.8289 (0.8420) mem 21941MB +[2025-12-25 09:01:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1250/1573] eta 0:04:15 lr 0.000006 time 0.4213 (0.7903) loss 1375.8456 (1309.8151) grad_norm 365.5789 (217.4586) embed_mse 1374.7548 (1308.7289) mask_bce 0.2685 (0.2442) mask_dice 0.8224 (0.8420) mem 21941MB +[2025-12-25 09:01:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1260/1573] eta 0:04:06 lr 0.000006 time 0.4176 (0.7885) loss 1303.6462 (1309.7508) grad_norm 177.9832 (217.2072) embed_mse 1302.5648 (1308.6644) mask_bce 0.2671 (0.2444) mask_dice 0.8144 (0.8420) mem 21941MB +[2025-12-25 09:01:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1270/1573] eta 0:03:59 lr 0.000006 time 0.4229 (0.7920) loss 1316.3861 (1309.7090) grad_norm 166.4113 (216.8857) embed_mse 1315.2933 (1308.6226) mask_bce 0.2455 (0.2445) mask_dice 0.8472 (0.8419) mem 21941MB +[2025-12-25 09:01:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1280/1573] eta 0:03:52 lr 0.000006 time 0.4224 (0.7938) loss 1351.8325 (1309.7488) grad_norm 294.4145 (217.4124) embed_mse 1350.7499 (1308.6625) mask_bce 0.2462 (0.2444) mask_dice 0.8364 (0.8419) mem 21941MB +[2025-12-25 09:01:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1290/1573] eta 0:03:44 lr 0.000006 time 0.4428 (0.7919) loss 1265.7494 (1309.7435) grad_norm 179.2722 (217.1755) embed_mse 1264.6957 (1308.6571) mask_bce 0.2054 (0.2444) mask_dice 0.8482 (0.8419) mem 21941MB +[2025-12-25 09:02:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1300/1573] eta 0:03:36 lr 0.000006 time 0.4397 (0.7937) loss 1385.3586 (1309.7463) grad_norm 157.5458 (216.8074) embed_mse 1384.2755 (1308.6601) mask_bce 0.2457 (0.2443) mask_dice 0.8374 (0.8420) mem 21941MB +[2025-12-25 09:02:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1310/1573] eta 0:03:28 lr 0.000006 time 0.4527 (0.7940) loss 1271.9558 (1309.7811) grad_norm 219.0499 (216.8212) embed_mse 1270.8733 (1308.6947) mask_bce 0.2629 (0.2444) mask_dice 0.8196 (0.8419) mem 21941MB +[2025-12-25 09:02:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1320/1573] eta 0:03:21 lr 0.000006 time 0.4205 (0.7960) loss 1312.2865 (1309.6636) grad_norm 174.8942 (216.5259) embed_mse 1311.2163 (1308.5773) mask_bce 0.2232 (0.2444) mask_dice 0.8471 (0.8419) mem 21941MB +[2025-12-25 09:02:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1330/1573] eta 0:03:12 lr 0.000006 time 0.4266 (0.7939) loss 1312.8829 (1309.6412) grad_norm 234.6464 (216.6350) embed_mse 1311.8046 (1308.5549) mask_bce 0.2324 (0.2444) mask_dice 0.8459 (0.8419) mem 21941MB +[2025-12-25 09:02:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1340/1573] eta 0:03:05 lr 0.000006 time 0.4523 (0.7955) loss 1360.9481 (1309.7422) grad_norm 259.4191 (216.8912) embed_mse 1359.8610 (1308.6560) mask_bce 0.2478 (0.2442) mask_dice 0.8393 (0.8420) mem 21941MB +[2025-12-25 09:02:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1350/1573] eta 0:02:57 lr 0.000006 time 0.4197 (0.7939) loss 1340.3143 (1309.6410) grad_norm 203.5047 (216.8116) embed_mse 1339.2698 (1308.5548) mask_bce 0.1747 (0.2442) mask_dice 0.8699 (0.8421) mem 21941MB +[2025-12-25 09:02:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1360/1573] eta 0:02:48 lr 0.000006 time 0.4695 (0.7919) loss 1365.2137 (1309.6833) grad_norm 206.5598 (216.6351) embed_mse 1364.1593 (1308.5971) mask_bce 0.2224 (0.2442) mask_dice 0.8320 (0.8420) mem 21941MB +[2025-12-25 09:03:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1370/1573] eta 0:02:41 lr 0.000006 time 5.6843 (0.7963) loss 1322.8909 (1309.5251) grad_norm 170.8460 (216.3674) embed_mse 1321.8090 (1308.4389) mask_bce 0.2515 (0.2443) mask_dice 0.8304 (0.8420) mem 21941MB +[2025-12-25 09:03:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1380/1573] eta 0:02:33 lr 0.000006 time 0.4228 (0.7936) loss 1254.0815 (1309.6970) grad_norm 184.7427 (216.1835) embed_mse 1252.9738 (1308.6108) mask_bce 0.2734 (0.2442) mask_dice 0.8344 (0.8420) mem 21941MB +[2025-12-25 09:03:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1390/1573] eta 0:02:25 lr 0.000006 time 0.4206 (0.7938) loss 1312.7284 (1309.6619) grad_norm 245.0028 (216.3501) embed_mse 1311.6345 (1308.5756) mask_bce 0.2665 (0.2443) mask_dice 0.8273 (0.8420) mem 21941MB +[2025-12-25 09:03:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1400/1573] eta 0:02:17 lr 0.000006 time 0.4320 (0.7942) loss 1284.7338 (1309.6562) grad_norm 142.8391 (215.9086) embed_mse 1283.6306 (1308.5699) mask_bce 0.2344 (0.2443) mask_dice 0.8688 (0.8420) mem 21941MB +[2025-12-25 09:03:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1410/1573] eta 0:02:09 lr 0.000006 time 4.3247 (0.7960) loss 1300.3955 (1309.8322) grad_norm 170.3481 (215.6498) embed_mse 1299.2933 (1308.7458) mask_bce 0.2759 (0.2444) mask_dice 0.8262 (0.8420) mem 21941MB +[2025-12-25 09:03:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1420/1573] eta 0:02:02 lr 0.000006 time 0.4203 (0.7991) loss 1329.0419 (1309.8696) grad_norm 157.6537 (215.3221) embed_mse 1327.9364 (1308.7832) mask_bce 0.2797 (0.2444) mask_dice 0.8258 (0.8420) mem 21941MB +[2025-12-25 09:03:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1430/1573] eta 0:01:54 lr 0.000006 time 0.4237 (0.7989) loss 1301.6633 (1310.0289) grad_norm 181.0869 (215.1298) embed_mse 1300.5748 (1308.9425) mask_bce 0.2486 (0.2444) mask_dice 0.8400 (0.8420) mem 21941MB +[2025-12-25 09:03:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1440/1573] eta 0:01:45 lr 0.000006 time 0.4268 (0.7968) loss 1343.1611 (1310.0480) grad_norm 214.0861 (214.8081) embed_mse 1342.0537 (1308.9617) mask_bce 0.3022 (0.2443) mask_dice 0.8054 (0.8420) mem 21941MB +[2025-12-25 09:04:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1450/1573] eta 0:01:38 lr 0.000006 time 0.4240 (0.7991) loss 1243.7401 (1309.8072) grad_norm 157.2584 (214.4901) embed_mse 1242.6638 (1308.7209) mask_bce 0.2345 (0.2443) mask_dice 0.8418 (0.8420) mem 21941MB +[2025-12-25 09:04:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1460/1573] eta 0:01:30 lr 0.000006 time 0.4220 (0.7994) loss 1286.8739 (1309.9012) grad_norm 243.1092 (214.6474) embed_mse 1285.7808 (1308.8150) mask_bce 0.2620 (0.2443) mask_dice 0.8312 (0.8420) mem 21941MB +[2025-12-25 09:04:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1470/1573] eta 0:01:22 lr 0.000006 time 0.4258 (0.7983) loss 1334.3661 (1309.9316) grad_norm 356.8224 (215.4243) embed_mse 1333.2952 (1308.8453) mask_bce 0.2276 (0.2443) mask_dice 0.8432 (0.8420) mem 21941MB +[2025-12-25 09:04:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1480/1573] eta 0:01:14 lr 0.000006 time 0.4219 (0.7983) loss 1290.2751 (1309.9293) grad_norm 267.7433 (216.4588) embed_mse 1289.1915 (1308.8431) mask_bce 0.2317 (0.2443) mask_dice 0.8519 (0.8420) mem 21941MB +[2025-12-25 09:04:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1490/1573] eta 0:01:06 lr 0.000006 time 0.4241 (0.7975) loss 1263.7789 (1309.9173) grad_norm 197.6640 (216.3577) embed_mse 1262.6796 (1308.8311) mask_bce 0.2613 (0.2443) mask_dice 0.8380 (0.8420) mem 21941MB +[2025-12-25 09:04:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1500/1573] eta 0:00:58 lr 0.000006 time 2.1718 (0.7983) loss 1331.8679 (1309.9871) grad_norm 178.6959 (216.1563) embed_mse 1330.7642 (1308.9008) mask_bce 0.2802 (0.2443) mask_dice 0.8236 (0.8420) mem 21941MB +[2025-12-25 09:04:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1510/1573] eta 0:00:50 lr 0.000006 time 0.4194 (0.7995) loss 1415.5833 (1310.0714) grad_norm 147.6917 (215.7921) embed_mse 1414.4911 (1308.9852) mask_bce 0.2500 (0.2442) mask_dice 0.8421 (0.8420) mem 21941MB +[2025-12-25 09:05:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1520/1573] eta 0:00:42 lr 0.000006 time 0.4247 (0.8000) loss 1288.5946 (1310.1445) grad_norm 190.9663 (215.7657) embed_mse 1287.5105 (1309.0582) mask_bce 0.2574 (0.2442) mask_dice 0.8268 (0.8420) mem 21941MB +[2025-12-25 09:05:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1530/1573] eta 0:00:34 lr 0.000006 time 0.4199 (0.8017) loss 1307.9360 (1310.1133) grad_norm 189.0119 (215.6256) embed_mse 1306.8464 (1309.0270) mask_bce 0.2454 (0.2443) mask_dice 0.8442 (0.8420) mem 21941MB +[2025-12-25 09:05:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1540/1573] eta 0:00:26 lr 0.000006 time 2.1160 (0.8022) loss 1321.8370 (1310.0773) grad_norm 150.1560 (215.2846) embed_mse 1320.7701 (1308.9910) mask_bce 0.2397 (0.2443) mask_dice 0.8272 (0.8420) mem 21941MB +[2025-12-25 09:05:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1550/1573] eta 0:00:18 lr 0.000006 time 0.4254 (0.8013) loss 1321.9167 (1310.1613) grad_norm 159.1381 (214.9937) embed_mse 1320.7874 (1309.0750) mask_bce 0.3008 (0.2443) mask_dice 0.8286 (0.8420) mem 21941MB +[2025-12-25 09:05:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1560/1573] eta 0:00:10 lr 0.000006 time 0.4301 (0.8020) loss 1279.7224 (1310.1439) grad_norm 229.3436 (214.9331) embed_mse 1278.6265 (1309.0575) mask_bce 0.2771 (0.2444) mask_dice 0.8189 (0.8420) mem 21941MB +[2025-12-25 09:05:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1570/1573] eta 0:00:02 lr 0.000006 time 0.4242 (0.8014) loss 1280.8721 (1310.1590) grad_norm 213.2769 (214.9246) embed_mse 1279.7549 (1309.0726) mask_bce 0.3093 (0.2445) mask_dice 0.8079 (0.8419) mem 21941MB +[2025-12-25 09:05:52 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 23 training takes 0:21:02 +[2025-12-25 09:05:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][0/1573] eta 3:03:30 lr 0.000006 time 6.9999 (6.9999) loss 1306.2395 (1306.2395) grad_norm 0.0000 (0.0000) embed_mse 1305.1497 (1305.1497) mask_bce 0.2696 (0.2696) mask_dice 0.8203 (0.8203) mem 21941MB +[2025-12-25 09:06:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][10/1573] eta 0:38:41 lr 0.000006 time 0.4256 (1.4851) loss 1312.7665 (1299.3424) grad_norm 332.3528 (332.3528) embed_mse 1311.6940 (1298.2598) mask_bce 0.2154 (0.2426) mask_dice 0.8571 (0.8400) mem 21941MB +[2025-12-25 09:06:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][20/1573] eta 0:28:52 lr 0.000006 time 0.4346 (1.1155) loss 1354.1454 (1306.0510) grad_norm 165.7717 (249.0622) embed_mse 1352.9905 (1304.9700) mask_bce 0.2984 (0.2382) mask_dice 0.8564 (0.8428) mem 21941MB +[2025-12-25 09:06:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][30/1573] eta 0:23:58 lr 0.000006 time 0.4368 (0.9322) loss 1363.3723 (1312.3917) grad_norm 152.6162 (216.9136) embed_mse 1362.2780 (1311.3092) mask_bce 0.2331 (0.2404) mask_dice 0.8611 (0.8420) mem 21941MB +[2025-12-25 09:06:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][40/1573] eta 0:21:23 lr 0.000006 time 1.5487 (0.8372) loss 1295.3359 (1308.5720) grad_norm 169.8032 (209.4324) embed_mse 1294.2511 (1307.4872) mask_bce 0.2407 (0.2435) mask_dice 0.8441 (0.8412) mem 21941MB +[2025-12-25 09:06:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][50/1573] eta 0:22:21 lr 0.000006 time 0.4345 (0.8812) loss 1358.3319 (1310.6327) grad_norm 254.5774 (216.9565) embed_mse 1357.2186 (1309.5490) mask_bce 0.2939 (0.2422) mask_dice 0.8194 (0.8415) mem 21941MB +[2025-12-25 09:06:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][60/1573] eta 0:21:38 lr 0.000006 time 0.4212 (0.8582) loss 1282.8047 (1312.9661) grad_norm 204.7496 (215.2127) embed_mse 1281.7542 (1311.8827) mask_bce 0.1947 (0.2430) mask_dice 0.8558 (0.8405) mem 21941MB +[2025-12-25 09:06:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][70/1573] eta 0:21:50 lr 0.000006 time 1.8581 (0.8721) loss 1291.1237 (1312.8117) grad_norm 291.3879 (224.7346) embed_mse 1290.0479 (1311.7274) mask_bce 0.2253 (0.2437) mask_dice 0.8505 (0.8406) mem 21941MB +[2025-12-25 09:07:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][80/1573] eta 0:21:05 lr 0.000005 time 0.4291 (0.8478) loss 1270.1246 (1311.3820) grad_norm 168.1889 (225.0623) embed_mse 1269.0131 (1310.2965) mask_bce 0.2629 (0.2443) mask_dice 0.8487 (0.8411) mem 21941MB +[2025-12-25 09:07:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][90/1573] eta 0:20:02 lr 0.000005 time 0.4286 (0.8112) loss 1258.3961 (1310.3827) grad_norm 189.2890 (221.8102) embed_mse 1257.3138 (1309.2970) mask_bce 0.2372 (0.2447) mask_dice 0.8451 (0.8410) mem 21941MB +[2025-12-25 09:07:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][100/1573] eta 0:20:38 lr 0.000005 time 0.4246 (0.8409) loss 1318.8478 (1309.6794) grad_norm 185.8467 (218.8132) embed_mse 1317.7983 (1308.5949) mask_bce 0.2160 (0.2438) mask_dice 0.8335 (0.8407) mem 21941MB +[2025-12-25 09:07:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][110/1573] eta 0:20:55 lr 0.000005 time 0.4455 (0.8585) loss 1332.0679 (1312.7206) grad_norm 171.7462 (215.1927) embed_mse 1330.9648 (1311.6349) mask_bce 0.2416 (0.2444) mask_dice 0.8614 (0.8413) mem 21941MB +[2025-12-25 09:07:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][120/1573] eta 0:21:27 lr 0.000005 time 0.4248 (0.8862) loss 1380.0909 (1311.7634) grad_norm 180.8209 (212.2001) embed_mse 1379.0162 (1310.6778) mask_bce 0.2227 (0.2440) mask_dice 0.8519 (0.8416) mem 21941MB +[2025-12-25 09:07:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][130/1573] eta 0:20:54 lr 0.000005 time 0.4232 (0.8694) loss 1270.4684 (1310.5230) grad_norm 194.5875 (211.0993) embed_mse 1269.4243 (1309.4381) mask_bce 0.1839 (0.2430) mask_dice 0.8601 (0.8419) mem 21941MB +[2025-12-25 09:08:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][140/1573] eta 0:21:52 lr 0.000005 time 0.4387 (0.9160) loss 1263.8727 (1312.2483) grad_norm 174.7085 (208.9587) embed_mse 1262.7599 (1311.1631) mask_bce 0.2859 (0.2440) mask_dice 0.8269 (0.8412) mem 21941MB +[2025-12-25 09:08:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][150/1573] eta 0:21:10 lr 0.000005 time 0.4213 (0.8926) loss 1325.8350 (1311.3259) grad_norm 278.3762 (212.8152) embed_mse 1324.7738 (1310.2415) mask_bce 0.2108 (0.2432) mask_dice 0.8503 (0.8412) mem 21941MB +[2025-12-25 09:08:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][160/1573] eta 0:20:43 lr 0.000005 time 0.4212 (0.8797) loss 1346.6953 (1311.1011) grad_norm 220.5499 (213.6965) embed_mse 1345.5942 (1310.0169) mask_bce 0.2722 (0.2430) mask_dice 0.8288 (0.8412) mem 21941MB +[2025-12-25 09:08:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][170/1573] eta 0:21:09 lr 0.000005 time 0.6351 (0.9048) loss 1339.9990 (1311.8473) grad_norm 169.6453 (211.5988) embed_mse 1338.8944 (1310.7635) mask_bce 0.2732 (0.2424) mask_dice 0.8315 (0.8415) mem 21941MB +[2025-12-25 09:08:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][180/1573] eta 0:21:08 lr 0.000005 time 0.4349 (0.9107) loss 1303.6471 (1310.7933) grad_norm 211.9716 (211.6158) embed_mse 1302.5864 (1309.7098) mask_bce 0.2247 (0.2426) mask_dice 0.8360 (0.8409) mem 21941MB +[2025-12-25 09:08:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][190/1573] eta 0:20:39 lr 0.000005 time 2.4522 (0.8960) loss 1324.7898 (1311.0970) grad_norm 215.9651 (211.8049) embed_mse 1323.6818 (1310.0131) mask_bce 0.2512 (0.2426) mask_dice 0.8568 (0.8412) mem 21941MB +[2025-12-25 09:08:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][200/1573] eta 0:20:54 lr 0.000005 time 0.4237 (0.9139) loss 1386.2452 (1312.1995) grad_norm 201.4685 (209.1805) embed_mse 1385.1469 (1311.1156) mask_bce 0.2787 (0.2424) mask_dice 0.8197 (0.8414) mem 21941MB +[2025-12-25 09:09:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][210/1573] eta 0:20:19 lr 0.000005 time 0.4266 (0.8948) loss 1275.4384 (1311.7063) grad_norm 222.4725 (209.6917) embed_mse 1274.3569 (1310.6223) mask_bce 0.2328 (0.2428) mask_dice 0.8486 (0.8411) mem 21941MB +[2025-12-25 09:09:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][220/1573] eta 0:20:16 lr 0.000005 time 0.4233 (0.8993) loss 1362.0359 (1312.0123) grad_norm 241.0695 (210.8539) embed_mse 1360.9700 (1310.9278) mask_bce 0.2090 (0.2434) mask_dice 0.8569 (0.8411) mem 21941MB +[2025-12-25 09:09:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][230/1573] eta 0:20:01 lr 0.000005 time 2.8691 (0.8950) loss 1338.8845 (1311.9655) grad_norm 244.2961 (212.0482) embed_mse 1337.6735 (1310.8806) mask_bce 0.3398 (0.2435) mask_dice 0.8714 (0.8414) mem 21941MB +[2025-12-25 09:09:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][240/1573] eta 0:19:28 lr 0.000005 time 0.4196 (0.8770) loss 1213.9041 (1311.8910) grad_norm 207.3477 (211.2427) embed_mse 1212.8488 (1310.8061) mask_bce 0.2100 (0.2433) mask_dice 0.8453 (0.8415) mem 21941MB +[2025-12-25 09:09:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][250/1573] eta 0:19:23 lr 0.000005 time 0.4438 (0.8793) loss 1295.2479 (1312.2093) grad_norm 283.2740 (213.5662) embed_mse 1294.1617 (1311.1237) mask_bce 0.2573 (0.2443) mask_dice 0.8288 (0.8413) mem 21941MB +[2025-12-25 09:09:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][260/1573] eta 0:19:41 lr 0.000005 time 0.4242 (0.9001) loss 1301.6093 (1312.1042) grad_norm 220.7736 (213.7915) embed_mse 1300.5216 (1311.0184) mask_bce 0.2477 (0.2446) mask_dice 0.8399 (0.8412) mem 21941MB +[2025-12-25 09:09:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][270/1573] eta 0:19:11 lr 0.000005 time 0.4273 (0.8841) loss 1222.6200 (1312.0802) grad_norm 177.0479 (212.6780) embed_mse 1221.5328 (1310.9938) mask_bce 0.2640 (0.2453) mask_dice 0.8231 (0.8411) mem 21941MB +[2025-12-25 09:10:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][280/1573] eta 0:19:07 lr 0.000005 time 0.4275 (0.8875) loss 1308.4047 (1312.6266) grad_norm 284.4361 (214.3539) embed_mse 1307.3339 (1311.5404) mask_bce 0.2386 (0.2450) mask_dice 0.8322 (0.8411) mem 21941MB +[2025-12-25 09:10:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][290/1573] eta 0:19:00 lr 0.000005 time 0.4357 (0.8888) loss 1282.5433 (1311.9130) grad_norm 229.8605 (214.7846) embed_mse 1281.4773 (1310.8272) mask_bce 0.2115 (0.2445) mask_dice 0.8544 (0.8413) mem 21941MB +[2025-12-25 09:10:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][300/1573] eta 0:18:45 lr 0.000005 time 0.4246 (0.8844) loss 1349.6323 (1312.0156) grad_norm 171.7011 (213.6202) embed_mse 1348.5779 (1310.9301) mask_bce 0.1949 (0.2442) mask_dice 0.8595 (0.8413) mem 21941MB +[2025-12-25 09:10:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][310/1573] eta 0:18:21 lr 0.000005 time 0.4286 (0.8721) loss 1330.0813 (1312.1902) grad_norm 271.3353 (215.1390) embed_mse 1328.9824 (1311.1044) mask_bce 0.2791 (0.2445) mask_dice 0.8199 (0.8412) mem 21941MB +[2025-12-25 09:10:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][320/1573] eta 0:18:09 lr 0.000005 time 0.4237 (0.8693) loss 1282.0022 (1311.3725) grad_norm 272.4444 (216.2806) embed_mse 1280.9052 (1310.2867) mask_bce 0.2508 (0.2445) mask_dice 0.8462 (0.8413) mem 21941MB +[2025-12-25 09:10:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][330/1573] eta 0:17:59 lr 0.000005 time 0.4223 (0.8681) loss 1334.3362 (1311.0159) grad_norm 282.5029 (217.8958) embed_mse 1333.2673 (1309.9301) mask_bce 0.2263 (0.2444) mask_dice 0.8426 (0.8414) mem 21941MB +[2025-12-25 09:10:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][340/1573] eta 0:17:43 lr 0.000005 time 0.4225 (0.8625) loss 1255.6066 (1310.3309) grad_norm 153.6054 (216.3651) embed_mse 1254.5377 (1309.2455) mask_bce 0.2153 (0.2439) mask_dice 0.8535 (0.8415) mem 21941MB +[2025-12-25 09:10:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][350/1573] eta 0:17:30 lr 0.000005 time 0.4187 (0.8591) loss 1425.6234 (1311.0893) grad_norm 155.0778 (214.9398) embed_mse 1424.4987 (1310.0040) mask_bce 0.2722 (0.2438) mask_dice 0.8526 (0.8415) mem 21941MB +[2025-12-25 09:11:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][360/1573] eta 0:17:15 lr 0.000005 time 1.8548 (0.8537) loss 1288.9022 (1311.0543) grad_norm 163.0686 (215.8931) embed_mse 1287.8425 (1309.9692) mask_bce 0.2135 (0.2438) mask_dice 0.8462 (0.8414) mem 21941MB +[2025-12-25 09:11:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][370/1573] eta 0:17:04 lr 0.000005 time 0.4248 (0.8519) loss 1316.8765 (1310.5565) grad_norm 217.8878 (215.9364) embed_mse 1315.7852 (1309.4714) mask_bce 0.2251 (0.2436) mask_dice 0.8662 (0.8415) mem 21941MB +[2025-12-25 09:11:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][380/1573] eta 0:16:46 lr 0.000005 time 0.4210 (0.8440) loss 1331.3466 (1310.5315) grad_norm 174.3433 (215.0515) embed_mse 1330.2810 (1309.4464) mask_bce 0.2274 (0.2434) mask_dice 0.8382 (0.8417) mem 21941MB +[2025-12-25 09:11:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][390/1573] eta 0:16:32 lr 0.000005 time 0.4198 (0.8386) loss 1250.8335 (1310.1444) grad_norm 181.5735 (214.3540) embed_mse 1249.7472 (1309.0590) mask_bce 0.2426 (0.2439) mask_dice 0.8436 (0.8415) mem 21941MB +[2025-12-25 09:11:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][400/1573] eta 0:16:20 lr 0.000005 time 0.4193 (0.8359) loss 1250.3008 (1310.2800) grad_norm 320.0714 (218.8459) embed_mse 1249.2262 (1309.1944) mask_bce 0.1983 (0.2441) mask_dice 0.8762 (0.8415) mem 21941MB +[2025-12-25 09:11:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][410/1573] eta 0:16:12 lr 0.000005 time 0.4293 (0.8363) loss 1264.1420 (1309.8773) grad_norm 172.1814 (217.9309) embed_mse 1263.0696 (1308.7918) mask_bce 0.2366 (0.2440) mask_dice 0.8358 (0.8414) mem 21941MB +[2025-12-25 09:11:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][420/1573] eta 0:16:20 lr 0.000005 time 10.1615 (0.8507) loss 1309.6997 (1309.7887) grad_norm 285.9728 (219.2394) embed_mse 1308.6101 (1308.7031) mask_bce 0.2564 (0.2441) mask_dice 0.8332 (0.8414) mem 21941MB +[2025-12-25 09:11:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][430/1573] eta 0:16:05 lr 0.000005 time 0.4194 (0.8443) loss 1285.2170 (1309.4271) grad_norm 221.8850 (219.2893) embed_mse 1284.1423 (1308.3417) mask_bce 0.2470 (0.2441) mask_dice 0.8276 (0.8413) mem 21941MB +[2025-12-25 09:12:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][440/1573] eta 0:15:57 lr 0.000005 time 0.4271 (0.8449) loss 1251.9761 (1309.5822) grad_norm 310.8024 (221.5904) embed_mse 1250.8746 (1308.4965) mask_bce 0.2611 (0.2442) mask_dice 0.8403 (0.8414) mem 21941MB +[2025-12-25 09:12:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][450/1573] eta 0:15:45 lr 0.000005 time 2.5889 (0.8416) loss 1297.2632 (1309.5415) grad_norm 253.6577 (222.1630) embed_mse 1296.1614 (1308.4558) mask_bce 0.2831 (0.2443) mask_dice 0.8187 (0.8414) mem 21941MB +[2025-12-25 09:12:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][460/1573] eta 0:15:26 lr 0.000005 time 0.4242 (0.8326) loss 1281.3229 (1309.3815) grad_norm 195.1011 (221.6883) embed_mse 1280.2064 (1308.2959) mask_bce 0.2653 (0.2441) mask_dice 0.8510 (0.8415) mem 21941MB +[2025-12-25 09:12:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][470/1573] eta 0:15:09 lr 0.000005 time 0.4229 (0.8246) loss 1302.9524 (1309.2591) grad_norm 167.2130 (220.7490) embed_mse 1301.8468 (1308.1733) mask_bce 0.2707 (0.2444) mask_dice 0.8350 (0.8414) mem 21941MB +[2025-12-25 09:12:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][480/1573] eta 0:15:16 lr 0.000005 time 0.4217 (0.8388) loss 1297.6876 (1309.2435) grad_norm 192.8395 (221.2350) embed_mse 1296.4785 (1308.1575) mask_bce 0.3386 (0.2445) mask_dice 0.8705 (0.8415) mem 21941MB +[2025-12-25 09:12:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][490/1573] eta 0:15:00 lr 0.000005 time 1.0280 (0.8317) loss 1366.6122 (1309.3932) grad_norm 173.6970 (220.4556) embed_mse 1365.5117 (1308.3072) mask_bce 0.2831 (0.2445) mask_dice 0.8174 (0.8414) mem 21941MB +[2025-12-25 09:12:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][500/1573] eta 0:14:56 lr 0.000005 time 0.4228 (0.8360) loss 1343.4669 (1309.3486) grad_norm 220.1113 (220.4501) embed_mse 1342.3800 (1308.2619) mask_bce 0.2430 (0.2453) mask_dice 0.8439 (0.8414) mem 21941MB +[2025-12-25 09:13:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][510/1573] eta 0:14:56 lr 0.000005 time 0.4251 (0.8435) loss 1348.4218 (1309.4572) grad_norm 210.2264 (220.2878) embed_mse 1347.3511 (1308.3707) mask_bce 0.2284 (0.2451) mask_dice 0.8423 (0.8414) mem 21941MB +[2025-12-25 09:13:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][520/1573] eta 0:14:45 lr 0.000005 time 3.1520 (0.8408) loss 1273.0682 (1309.8434) grad_norm 195.5892 (220.0287) embed_mse 1271.9585 (1308.7570) mask_bce 0.3030 (0.2450) mask_dice 0.8068 (0.8415) mem 21941MB +[2025-12-25 09:13:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][530/1573] eta 0:14:47 lr 0.000005 time 0.4217 (0.8506) loss 1270.0137 (1309.8842) grad_norm 170.5264 (219.2786) embed_mse 1268.9503 (1308.7976) mask_bce 0.2167 (0.2450) mask_dice 0.8466 (0.8415) mem 21941MB +[2025-12-25 09:13:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][540/1573] eta 0:14:30 lr 0.000005 time 0.4208 (0.8428) loss 1287.4457 (1309.6161) grad_norm 161.6976 (218.4192) embed_mse 1286.3834 (1308.5295) mask_bce 0.1929 (0.2449) mask_dice 0.8694 (0.8416) mem 21941MB +[2025-12-25 09:13:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][550/1573] eta 0:14:28 lr 0.000005 time 0.4182 (0.8486) loss 1347.3292 (1309.8989) grad_norm 245.5288 (218.8179) embed_mse 1346.2373 (1308.8125) mask_bce 0.2419 (0.2447) mask_dice 0.8501 (0.8417) mem 21941MB +[2025-12-25 09:13:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][560/1573] eta 0:14:19 lr 0.000005 time 0.4223 (0.8489) loss 1410.5819 (1310.3818) grad_norm 248.2996 (219.3247) embed_mse 1409.4965 (1309.2954) mask_bce 0.2502 (0.2446) mask_dice 0.8352 (0.8417) mem 21941MB +[2025-12-25 09:13:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][570/1573] eta 0:14:12 lr 0.000005 time 0.4196 (0.8501) loss 1288.6542 (1310.3780) grad_norm 225.1422 (219.4067) embed_mse 1287.5801 (1309.2917) mask_bce 0.2259 (0.2446) mask_dice 0.8482 (0.8417) mem 21941MB +[2025-12-25 09:14:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][580/1573] eta 0:14:02 lr 0.000005 time 0.4395 (0.8480) loss 1268.1786 (1310.6471) grad_norm 150.8385 (218.4543) embed_mse 1267.1211 (1309.5610) mask_bce 0.2285 (0.2444) mask_dice 0.8290 (0.8418) mem 21941MB +[2025-12-25 09:14:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][590/1573] eta 0:13:55 lr 0.000005 time 0.4225 (0.8497) loss 1280.0121 (1310.4854) grad_norm 166.0289 (217.7362) embed_mse 1278.9277 (1309.3992) mask_bce 0.2453 (0.2446) mask_dice 0.8391 (0.8416) mem 21941MB +[2025-12-25 09:14:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][600/1573] eta 0:14:02 lr 0.000005 time 14.3567 (0.8662) loss 1325.9728 (1310.6142) grad_norm 233.6242 (217.2876) embed_mse 1324.8660 (1309.5280) mask_bce 0.2620 (0.2446) mask_dice 0.8449 (0.8417) mem 21941MB +[2025-12-25 09:14:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][610/1573] eta 0:13:50 lr 0.000005 time 0.4495 (0.8625) loss 1311.9160 (1310.7442) grad_norm 174.0579 (216.7188) embed_mse 1310.8363 (1309.6576) mask_bce 0.2248 (0.2448) mask_dice 0.8549 (0.8418) mem 21941MB +[2025-12-25 09:14:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][620/1573] eta 0:13:42 lr 0.000005 time 0.4230 (0.8630) loss 1312.5461 (1310.9350) grad_norm 167.0805 (216.0741) embed_mse 1311.4375 (1309.8487) mask_bce 0.2405 (0.2445) mask_dice 0.8682 (0.8418) mem 21941MB +[2025-12-25 09:14:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][630/1573] eta 0:13:29 lr 0.000005 time 2.2242 (0.8589) loss 1269.2311 (1310.8815) grad_norm 172.7355 (215.5185) embed_mse 1268.1293 (1309.7951) mask_bce 0.2443 (0.2446) mask_dice 0.8575 (0.8418) mem 21941MB 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(train_geometry_finetune.py 372): INFO Train: [24/30][670/1573] eta 0:12:57 lr 0.000005 time 0.4216 (0.8614) loss 1309.7502 (1311.4958) grad_norm 267.6562 (217.5017) embed_mse 1308.6257 (1310.4097) mask_bce 0.2993 (0.2444) mask_dice 0.8252 (0.8417) mem 21941MB +[2025-12-25 09:15:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][680/1573] eta 0:12:53 lr 0.000005 time 0.4216 (0.8661) loss 1364.2839 (1311.3603) grad_norm 181.4141 (217.1688) embed_mse 1363.1959 (1310.2743) mask_bce 0.2485 (0.2443) mask_dice 0.8395 (0.8417) mem 21941MB +[2025-12-25 09:16:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][690/1573] eta 0:12:58 lr 0.000005 time 9.3091 (0.8815) loss 1352.1981 (1311.4911) grad_norm 209.7952 (217.0830) embed_mse 1351.1056 (1310.4050) mask_bce 0.2553 (0.2443) mask_dice 0.8373 (0.8418) mem 21941MB +[2025-12-25 09:16:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][700/1573] eta 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09:17:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][800/1573] eta 0:11:28 lr 0.000005 time 0.4192 (0.8906) loss 1269.0834 (1310.8309) grad_norm 198.8186 (214.5362) embed_mse 1267.9617 (1309.7442) mask_bce 0.2908 (0.2447) mask_dice 0.8308 (0.8420) mem 21941MB +[2025-12-25 09:17:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][810/1573] eta 0:11:18 lr 0.000005 time 0.4210 (0.8889) loss 1285.0688 (1310.7337) grad_norm 201.8034 (214.4102) embed_mse 1283.9709 (1309.6470) mask_bce 0.2354 (0.2447) mask_dice 0.8624 (0.8420) mem 21941MB +[2025-12-25 09:17:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][820/1573] eta 0:11:06 lr 0.000005 time 0.4197 (0.8848) loss 1278.7916 (1310.8506) grad_norm 172.0801 (213.9952) embed_mse 1277.6975 (1309.7637) mask_bce 0.2574 (0.2449) mask_dice 0.8367 (0.8420) mem 21941MB +[2025-12-25 09:18:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][830/1573] eta 0:10:56 lr 0.000005 time 0.4257 (0.8841) loss 1318.4449 (1311.0843) grad_norm 246.4814 (214.3105) embed_mse 1317.3596 (1309.9973) mask_bce 0.2657 (0.2450) mask_dice 0.8197 (0.8420) mem 21941MB +[2025-12-25 09:18:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][840/1573] eta 0:10:49 lr 0.000005 time 0.6849 (0.8860) loss 1352.3679 (1310.9364) grad_norm 149.5202 (213.1674) embed_mse 1351.2825 (1309.8494) mask_bce 0.2636 (0.2450) mask_dice 0.8219 (0.8420) mem 21941MB +[2025-12-25 09:18:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][850/1573] eta 0:10:38 lr 0.000005 time 0.4252 (0.8829) loss 1312.1470 (1310.9160) grad_norm 199.2792 (213.0364) embed_mse 1311.0435 (1309.8289) mask_bce 0.2720 (0.2450) mask_dice 0.8315 (0.8420) mem 21941MB +[2025-12-25 09:18:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][860/1573] eta 0:10:33 lr 0.000005 time 0.4287 (0.8879) loss 1361.8848 (1311.2176) grad_norm 162.4956 (212.5640) embed_mse 1360.8000 (1310.1307) mask_bce 0.2673 (0.2450) mask_dice 0.8174 (0.8420) mem 21941MB +[2025-12-25 09:18:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][870/1573] eta 0:10:24 lr 0.000005 time 0.4208 (0.8888) loss 1258.2388 (1311.0836) grad_norm 212.8935 (212.5671) embed_mse 1257.1556 (1309.9966) mask_bce 0.2282 (0.2450) mask_dice 0.8549 (0.8420) mem 21941MB +[2025-12-25 09:18:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][880/1573] eta 0:10:16 lr 0.000005 time 0.4221 (0.8903) loss 1321.3563 (1311.2859) grad_norm 182.7565 (212.2260) embed_mse 1320.2467 (1310.1990) mask_bce 0.2906 (0.2449) mask_dice 0.8190 (0.8420) mem 21941MB +[2025-12-25 09:19:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][890/1573] eta 0:10:11 lr 0.000005 time 0.4195 (0.8958) loss 1320.4384 (1311.1704) grad_norm 155.2809 (211.7130) embed_mse 1319.3433 (1310.0835) mask_bce 0.2544 (0.2450) mask_dice 0.8407 (0.8420) mem 21941MB +[2025-12-25 09:19:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][900/1573] eta 0:10:03 lr 0.000005 time 0.4244 (0.8964) loss 1309.6765 (1311.3849) grad_norm 162.1820 (211.2708) embed_mse 1308.6085 (1310.2980) mask_bce 0.2141 (0.2448) mask_dice 0.8539 (0.8421) mem 21941MB +[2025-12-25 09:19:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][910/1573] eta 0:09:56 lr 0.000005 time 1.6338 (0.8995) loss 1307.7130 (1311.5357) grad_norm 345.4037 (212.4578) embed_mse 1306.6478 (1310.4487) mask_bce 0.2043 (0.2448) mask_dice 0.8609 (0.8422) mem 21941MB +[2025-12-25 09:19:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][920/1573] eta 0:09:45 lr 0.000005 time 0.4227 (0.8969) loss 1293.4681 (1311.4962) grad_norm 179.3768 (212.5599) embed_mse 1292.4349 (1310.4092) mask_bce 0.1647 (0.2449) mask_dice 0.8685 (0.8422) mem 21941MB +[2025-12-25 09:19:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][930/1573] eta 0:09:37 lr 0.000005 time 0.4217 (0.8976) loss 1286.6722 (1311.4233) grad_norm 307.3082 (213.3767) embed_mse 1285.5974 (1310.3362) mask_bce 0.2428 (0.2449) mask_dice 0.8321 (0.8422) mem 21941MB +[2025-12-25 09:19:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][940/1573] eta 0:09:27 lr 0.000005 time 0.4227 (0.8958) loss 1338.3507 (1311.3460) grad_norm 210.9937 (213.3564) embed_mse 1337.2793 (1310.2589) mask_bce 0.2285 (0.2449) mask_dice 0.8429 (0.8422) mem 21941MB +[2025-12-25 09:20:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][950/1573] eta 0:09:18 lr 0.000005 time 1.9262 (0.8963) loss 1350.6840 (1311.3707) grad_norm 397.3890 (214.9159) embed_mse 1349.5364 (1310.2837) mask_bce 0.3133 (0.2449) mask_dice 0.8343 (0.8421) mem 21941MB +[2025-12-25 09:20:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][960/1573] eta 0:09:08 lr 0.000005 time 2.0876 (0.8946) loss 1355.0759 (1311.3726) grad_norm 218.9763 (214.8739) embed_mse 1353.9912 (1310.2853) mask_bce 0.2346 (0.2452) mask_dice 0.8500 (0.8422) mem 21941MB +[2025-12-25 09:20:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][970/1573] eta 0:08:57 lr 0.000005 time 0.4217 (0.8910) loss 1297.0881 (1311.2065) grad_norm 244.5062 (215.1187) embed_mse 1296.0255 (1310.1192) mask_bce 0.2000 (0.2452) mask_dice 0.8627 (0.8421) mem 21941MB +[2025-12-25 09:20:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][980/1573] eta 0:08:49 lr 0.000005 time 0.4219 (0.8934) loss 1308.6831 (1311.1965) grad_norm 160.6048 (214.6719) embed_mse 1307.6117 (1310.1093) mask_bce 0.1952 (0.2451) mask_dice 0.8763 (0.8421) mem 21941MB +[2025-12-25 09:20:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO 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(0.9000) loss 1322.0447 (1310.8883) grad_norm 154.8845 (215.1207) embed_mse 1320.9846 (1309.8011) mask_bce 0.2206 (0.2451) mask_dice 0.8395 (0.8420) mem 21941MB +[2025-12-25 09:21:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1030/1573] eta 0:08:07 lr 0.000005 time 0.4192 (0.8970) loss 1280.3505 (1311.0832) grad_norm 166.2549 (214.7389) embed_mse 1279.2408 (1309.9960) mask_bce 0.3193 (0.2451) mask_dice 0.7903 (0.8421) mem 21941MB +[2025-12-25 09:21:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1040/1573] eta 0:07:58 lr 0.000005 time 0.4205 (0.8979) loss 1321.2421 (1310.9885) grad_norm 356.3675 (216.1876) embed_mse 1320.1614 (1309.9014) mask_bce 0.2434 (0.2450) mask_dice 0.8373 (0.8420) mem 21941MB +[2025-12-25 09:21:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1050/1573] eta 0:07:53 lr 0.000005 time 0.4190 (0.9063) loss 1309.2156 (1311.0207) grad_norm 152.2921 (215.6999) embed_mse 1308.1204 (1309.9336) mask_bce 0.2634 (0.2451) mask_dice 0.8317 (0.8420) mem 21941MB +[2025-12-25 09:21:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1060/1573] eta 0:07:42 lr 0.000005 time 0.4219 (0.9017) loss 1315.0502 (1310.8903) grad_norm 312.8270 (216.4357) embed_mse 1313.9778 (1309.8032) mask_bce 0.2329 (0.2451) mask_dice 0.8394 (0.8420) mem 21941MB +[2025-12-25 09:21:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1070/1573] eta 0:07:32 lr 0.000005 time 0.4205 (0.8991) loss 1321.6279 (1310.8330) grad_norm 207.1904 (216.3662) embed_mse 1320.5421 (1309.7458) mask_bce 0.2434 (0.2452) mask_dice 0.8424 (0.8419) mem 21941MB +[2025-12-25 09:22:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1080/1573] eta 0:07:22 lr 0.000005 time 1.5924 (0.8976) loss 1299.1252 (1310.6379) grad_norm 183.0439 (216.9127) embed_mse 1298.0465 (1309.5509) mask_bce 0.2448 (0.2450) mask_dice 0.8339 (0.8420) mem 21941MB +[2025-12-25 09:22:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1090/1573] eta 0:07:12 lr 0.000005 time 0.4194 (0.8951) loss 1302.9189 (1310.5511) grad_norm 320.4346 (217.6739) embed_mse 1301.8462 (1309.4641) mask_bce 0.2278 (0.2450) mask_dice 0.8448 (0.8420) mem 21941MB +[2025-12-25 09:22:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1100/1573] eta 0:07:02 lr 0.000005 time 0.4177 (0.8942) loss 1317.4706 (1310.6036) grad_norm 289.8555 (218.2008) embed_mse 1316.4033 (1309.5168) mask_bce 0.2139 (0.2448) mask_dice 0.8534 (0.8420) mem 21941MB +[2025-12-25 09:22:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1110/1573] eta 0:06:52 lr 0.000005 time 0.4187 (0.8910) loss 1350.6843 (1310.7160) grad_norm 202.9117 (218.0900) embed_mse 1349.5885 (1309.6292) mask_bce 0.2628 (0.2447) mask_dice 0.8330 (0.8421) mem 21941MB +[2025-12-25 09:22:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1120/1573] eta 0:06:45 lr 0.000005 time 0.4507 (0.8945) loss 1248.1138 (1310.7452) grad_norm 203.9016 (217.7396) embed_mse 1246.9922 (1309.6584) mask_bce 0.2732 (0.2446) mask_dice 0.8484 (0.8421) mem 21941MB +[2025-12-25 09:22:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1130/1573] eta 0:06:35 lr 0.000005 time 1.6988 (0.8931) loss 1334.2842 (1310.6787) grad_norm 191.8822 (217.5562) embed_mse 1333.1780 (1309.5919) mask_bce 0.2634 (0.2447) mask_dice 0.8428 (0.8420) mem 21941MB +[2025-12-25 09:22:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1140/1573] eta 0:06:26 lr 0.000005 time 0.4186 (0.8915) loss 1286.1844 (1310.7171) grad_norm 182.7753 (217.3112) embed_mse 1285.0935 (1309.6304) mask_bce 0.2578 (0.2447) mask_dice 0.8331 (0.8421) mem 21941MB +[2025-12-25 09:22:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1150/1573] eta 0:06:16 lr 0.000005 time 0.4191 (0.8908) loss 1328.9939 (1310.5742) grad_norm 241.0744 (217.4774) embed_mse 1327.9226 (1309.4875) mask_bce 0.2565 (0.2447) mask_dice 0.8147 (0.8420) mem 21941MB +[2025-12-25 09:23:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1160/1573] eta 0:06:09 lr 0.000005 time 0.4198 (0.8949) loss 1320.1637 (1310.7390) grad_norm 184.7852 (217.0507) embed_mse 1319.0612 (1309.6522) mask_bce 0.2800 (0.2449) mask_dice 0.8225 (0.8420) mem 21941MB +[2025-12-25 09:23:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1170/1573] eta 0:05:59 lr 0.000005 time 0.4235 (0.8916) loss 1337.6792 (1310.7912) grad_norm 153.3366 (216.6143) embed_mse 1336.5909 (1309.7044) mask_bce 0.2572 (0.2448) mask_dice 0.8311 (0.8419) mem 21941MB +[2025-12-25 09:23:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1180/1573] eta 0:05:48 lr 0.000005 time 0.4232 (0.8879) loss 1337.8593 (1310.8322) grad_norm 257.5309 (216.8926) embed_mse 1336.7382 (1309.7454) mask_bce 0.2682 (0.2449) mask_dice 0.8529 (0.8419) mem 21941MB +[2025-12-25 09:23:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1190/1573] eta 0:05:39 lr 0.000005 time 0.4270 (0.8872) loss 1378.0609 (1310.8161) grad_norm 218.5320 (216.9037) embed_mse 1376.9690 (1309.7293) mask_bce 0.2535 (0.2449) mask_dice 0.8383 (0.8419) mem 21941MB +[2025-12-25 09:23:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1200/1573] eta 0:05:30 lr 0.000004 time 0.4156 (0.8862) loss 1306.0603 (1310.8676) grad_norm 268.5082 (216.8016) embed_mse 1304.9751 (1309.7809) mask_bce 0.2323 (0.2447) mask_dice 0.8529 (0.8419) mem 21941MB +[2025-12-25 09:23:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1210/1573] eta 0:05:21 lr 0.000004 time 0.4211 (0.8867) loss 1322.7225 (1310.7355) grad_norm 166.7200 (216.4700) embed_mse 1321.6241 (1309.6488) mask_bce 0.2760 (0.2448) mask_dice 0.8224 (0.8419) mem 21941MB +[2025-12-25 09:23:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1220/1573] eta 0:05:11 lr 0.000004 time 0.4215 (0.8832) loss 1358.5140 (1310.7130) grad_norm 330.7644 (217.2219) embed_mse 1357.4371 (1309.6264) mask_bce 0.2233 (0.2447) mask_dice 0.8536 (0.8419) mem 21941MB +[2025-12-25 09:24:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1230/1573] eta 0:05:03 lr 0.000004 time 0.4221 (0.8836) loss 1299.9775 (1310.7502) grad_norm 184.4997 (217.0080) embed_mse 1298.8927 (1309.6635) mask_bce 0.2580 (0.2448) mask_dice 0.8269 (0.8419) mem 21941MB +[2025-12-25 09:24:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1240/1573] eta 0:04:53 lr 0.000004 time 0.4198 (0.8825) loss 1319.0684 (1310.7917) grad_norm 172.4441 (216.4689) embed_mse 1317.9803 (1309.7049) mask_bce 0.2497 (0.2449) mask_dice 0.8383 (0.8419) mem 21941MB +[2025-12-25 09:24:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1250/1573] eta 0:04:45 lr 0.000004 time 0.4152 (0.8825) loss 1271.0370 (1310.7922) grad_norm 255.2729 (216.7177) embed_mse 1269.9419 (1309.7054) mask_bce 0.2797 (0.2448) mask_dice 0.8154 (0.8419) mem 21941MB +[2025-12-25 09:24:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1260/1573] eta 0:04:35 lr 0.000004 time 0.4366 (0.8809) loss 1252.0148 (1310.7838) grad_norm 195.6762 (216.5837) embed_mse 1250.9060 (1309.6970) mask_bce 0.2813 (0.2449) mask_dice 0.8275 (0.8419) mem 21941MB +[2025-12-25 09:24:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1270/1573] eta 0:04:26 lr 0.000004 time 0.4195 (0.8804) loss 1282.8016 (1310.8435) grad_norm 167.9654 (216.2760) embed_mse 1281.6979 (1309.7566) mask_bce 0.2736 (0.2449) mask_dice 0.8302 (0.8419) mem 21941MB +[2025-12-25 09:24:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1280/1573] eta 0:04:17 lr 0.000004 time 0.4212 (0.8788) loss 1324.5065 (1310.8025) grad_norm 218.6370 (216.3242) embed_mse 1323.4064 (1309.7156) mask_bce 0.2642 (0.2450) mask_dice 0.8359 (0.8419) mem 21941MB +[2025-12-25 09:24:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1290/1573] eta 0:04:08 lr 0.000004 time 0.4407 (0.8789) loss 1355.0011 (1310.8795) grad_norm 157.5418 (215.9591) embed_mse 1353.9172 (1309.7926) mask_bce 0.2334 (0.2449) mask_dice 0.8504 (0.8419) mem 21941MB +[2025-12-25 09:24:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1300/1573] eta 0:04:00 lr 0.000004 time 0.4500 (0.8794) loss 1359.4487 (1310.8775) grad_norm 219.2022 (215.9791) embed_mse 1358.3469 (1309.7906) mask_bce 0.2729 (0.2450) mask_dice 0.8289 (0.8419) mem 21941MB +[2025-12-25 09:25:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1310/1573] eta 0:03:50 lr 0.000004 time 0.4240 (0.8767) loss 1378.8788 (1310.8646) grad_norm 284.2999 (216.3982) embed_mse 1377.7896 (1309.7777) mask_bce 0.2461 (0.2450) mask_dice 0.8431 (0.8419) mem 21941MB +[2025-12-25 09:25:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1320/1573] eta 0:03:42 lr 0.000004 time 0.4315 (0.8779) loss 1340.8055 (1310.7651) grad_norm 179.2381 (216.0286) embed_mse 1339.7224 (1309.6783) mask_bce 0.2151 (0.2449) mask_dice 0.8680 (0.8419) mem 21941MB +[2025-12-25 09:25:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1330/1573] eta 0:03:33 lr 0.000004 time 0.4224 (0.8789) loss 1318.5680 (1310.6305) grad_norm 286.1573 (216.4511) embed_mse 1317.4650 (1309.5437) mask_bce 0.2853 (0.2449) mask_dice 0.8177 (0.8419) mem 21941MB +[2025-12-25 09:25:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1340/1573] eta 0:03:23 lr 0.000004 time 0.4240 (0.8755) loss 1277.9982 (1310.5475) grad_norm 262.1545 (216.7248) embed_mse 1276.9282 (1309.4607) mask_bce 0.2404 (0.2449) mask_dice 0.8296 (0.8419) mem 21941MB +[2025-12-25 09:25:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1350/1573] eta 0:03:14 lr 0.000004 time 0.4622 (0.8743) loss 1342.9207 (1310.5552) grad_norm 270.0960 (217.0425) embed_mse 1341.8296 (1309.4685) mask_bce 0.2235 (0.2449) mask_dice 0.8676 (0.8419) mem 21941MB +[2025-12-25 09:25:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1360/1573] eta 0:03:05 lr 0.000004 time 0.4210 (0.8711) loss 1313.3260 (1310.6669) grad_norm 168.5454 (216.3778) embed_mse 1312.2180 (1309.5800) mask_bce 0.2611 (0.2451) mask_dice 0.8469 (0.8418) mem 21941MB +[2025-12-25 09:25:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1370/1573] eta 0:02:56 lr 0.000004 time 0.4571 (0.8703) loss 1248.6759 (1310.5583) grad_norm 193.5306 (216.2442) embed_mse 1247.6127 (1309.4714) mask_bce 0.2233 (0.2451) mask_dice 0.8399 (0.8418) mem 21941MB +[2025-12-25 09:25:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1380/1573] eta 0:02:47 lr 0.000004 time 0.4246 (0.8700) loss 1347.0511 (1310.7166) grad_norm 221.7631 (216.2763) embed_mse 1345.9626 (1309.6297) mask_bce 0.2637 (0.2452) mask_dice 0.8249 (0.8417) mem 21941MB +[2025-12-25 09:26:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1390/1573] eta 0:02:38 lr 0.000004 time 0.4206 (0.8683) loss 1256.2953 (1310.8009) grad_norm 315.1128 (216.8476) embed_mse 1255.2189 (1309.7140) mask_bce 0.2457 (0.2452) mask_dice 0.8307 (0.8417) mem 21941MB +[2025-12-25 09:26:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1400/1573] eta 0:02:30 lr 0.000004 time 0.4240 (0.8682) loss 1280.5565 (1310.9186) grad_norm 222.6432 (216.7531) embed_mse 1279.4949 (1309.8317) mask_bce 0.2286 (0.2451) mask_dice 0.8330 (0.8417) mem 21941MB +[2025-12-25 09:26:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1410/1573] eta 0:02:21 lr 0.000004 time 0.4195 (0.8675) loss 1314.0133 (1310.9358) grad_norm 167.8040 (216.4749) embed_mse 1312.8983 (1309.8490) mask_bce 0.2239 (0.2451) mask_dice 0.8911 (0.8417) mem 21941MB +[2025-12-25 09:26:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1420/1573] eta 0:02:12 lr 0.000004 time 0.4216 (0.8652) loss 1306.9210 (1310.9767) grad_norm 155.8757 (216.1326) embed_mse 1305.8461 (1309.8899) mask_bce 0.1943 (0.2450) mask_dice 0.8806 (0.8418) mem 21941MB +[2025-12-25 09:26:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1430/1573] eta 0:02:04 lr 0.000004 time 0.4204 (0.8672) loss 1329.7728 (1310.9729) grad_norm 185.5497 (215.9608) embed_mse 1328.6912 (1309.8862) mask_bce 0.2336 (0.2450) mask_dice 0.8481 (0.8418) mem 21941MB +[2025-12-25 09:26:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1440/1573] eta 0:01:55 lr 0.000004 time 2.0196 (0.8653) loss 1282.8868 (1310.9371) grad_norm 274.3887 (216.0100) embed_mse 1281.8151 (1309.8504) mask_bce 0.2426 (0.2450) mask_dice 0.8292 (0.8417) mem 21941MB +[2025-12-25 09:26:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1450/1573] eta 0:01:46 lr 0.000004 time 0.4270 (0.8631) loss 1341.9381 (1311.0202) grad_norm 185.8648 (215.8435) embed_mse 1340.8450 (1309.9334) mask_bce 0.2496 (0.2450) mask_dice 0.8436 (0.8417) mem 21941MB +[2025-12-25 09:26:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1460/1573] eta 0:01:37 lr 0.000004 time 0.4196 (0.8604) loss 1252.9236 (1310.8692) grad_norm 280.0434 (216.1962) embed_mse 1251.8766 (1309.7826) mask_bce 0.2072 (0.2450) mask_dice 0.8397 (0.8417) mem 21941MB +[2025-12-25 09:26:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1470/1573] eta 0:01:28 lr 0.000004 time 0.4232 (0.8608) loss 1350.4045 (1310.8974) grad_norm 170.7858 (215.9481) embed_mse 1349.2939 (1309.8108) mask_bce 0.2492 (0.2449) mask_dice 0.8614 (0.8417) mem 21941MB +[2025-12-25 09:27:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1480/1573] eta 0:01:19 lr 0.000004 time 0.4494 (0.8588) loss 1333.8911 (1310.9513) grad_norm 226.3794 (215.9497) embed_mse 1332.7617 (1309.8647) mask_bce 0.2696 (0.2450) mask_dice 0.8599 (0.8417) mem 21941MB +[2025-12-25 09:27:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1490/1573] eta 0:01:11 lr 0.000004 time 0.4512 (0.8564) loss 1360.9033 (1311.0117) grad_norm 228.8137 (216.0188) embed_mse 1359.8125 (1309.9251) mask_bce 0.2316 (0.2449) mask_dice 0.8593 (0.8417) mem 21941MB +[2025-12-25 09:27:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1500/1573] eta 0:01:02 lr 0.000004 time 0.4415 (0.8546) loss 1292.6890 (1310.9715) grad_norm 267.0670 (216.2918) embed_mse 1291.6095 (1309.8849) mask_bce 0.2358 (0.2449) mask_dice 0.8437 (0.8417) mem 21941MB +[2025-12-25 09:27:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1510/1573] eta 0:00:53 lr 0.000004 time 3.8960 (0.8561) loss 1225.7042 (1310.9450) grad_norm 234.3953 (216.3881) embed_mse 1224.5979 (1309.8584) mask_bce 0.2611 (0.2448) mask_dice 0.8452 (0.8418) mem 21941MB +[2025-12-25 09:27:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1520/1573] eta 0:00:45 lr 0.000004 time 0.4512 (0.8557) loss 1378.8228 (1311.0388) grad_norm 166.0457 (216.1436) embed_mse 1377.7269 (1309.9523) mask_bce 0.2477 (0.2449) mask_dice 0.8481 (0.8417) mem 21941MB +[2025-12-25 09:27:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1530/1573] eta 0:00:36 lr 0.000004 time 0.4289 (0.8553) loss 1336.5576 (1310.9385) grad_norm 194.4290 (216.0299) embed_mse 1335.4812 (1309.8519) mask_bce 0.2283 (0.2449) mask_dice 0.8482 (0.8417) mem 21941MB +[2025-12-25 09:27:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1540/1573] eta 0:00:28 lr 0.000004 time 0.4303 (0.8541) loss 1316.5283 (1311.0207) grad_norm 212.8143 (216.0132) embed_mse 1315.4397 (1309.9342) mask_bce 0.2677 (0.2448) mask_dice 0.8210 (0.8417) mem 21941MB +[2025-12-25 09:27:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1550/1573] eta 0:00:19 lr 0.000004 time 4.9819 (0.8544) loss 1398.3306 (1310.9760) grad_norm 166.7333 (215.7578) embed_mse 1397.2109 (1309.8895) mask_bce 0.2863 (0.2448) mask_dice 0.8333 (0.8417) mem 21941MB +[2025-12-25 09:28:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1560/1573] eta 0:00:11 lr 0.000004 time 0.4508 (0.8517) loss 1303.2369 (1311.0409) grad_norm 177.6835 (215.9635) embed_mse 1302.1238 (1309.9542) mask_bce 0.2703 (0.2450) mask_dice 0.8429 (0.8416) mem 21941MB +[2025-12-25 09:28:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1570/1573] eta 0:00:02 lr 0.000004 time 0.4258 (0.8515) loss 1306.9694 (1311.0587) grad_norm 200.6531 (215.8853) embed_mse 1305.9197 (1309.9721) mask_bce 0.1818 (0.2449) mask_dice 0.8680 (0.8417) mem 21941MB +[2025-12-25 09:28:11 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 24 training takes 0:22:19 +[2025-12-25 09:28:11 geometry_finetune_default] (utils.py 296): INFO output_geometry_finetune/es_rv_m/ckpt_epoch_24.pth saving...... +[2025-12-25 09:32:40 geometry_finetune_default] (utils.py 298): INFO output_geometry_finetune/es_rv_m/ckpt_epoch_24.pth saved !!! +[2025-12-25 09:32:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][0/1573] eta 1:35:07 lr 0.000004 time 3.6284 (3.6284) loss 1311.5302 (1311.5302) grad_norm 0.0000 (0.0000) embed_mse 1310.4263 (1310.4263) mask_bce 0.2751 (0.2751) mask_dice 0.8289 (0.8289) mem 21941MB +[2025-12-25 09:32:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][10/1573] eta 0:27:21 lr 0.000004 time 0.4375 (1.0500) loss 1310.1750 (1317.8477) grad_norm 242.4946 (242.4946) embed_mse 1309.1156 (1316.7669) mask_bce 0.1930 (0.2339) mask_dice 0.8665 (0.8468) mem 21941MB +[2025-12-25 09:32:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][20/1573] eta 0:23:57 lr 0.000004 time 1.4224 (0.9258) loss 1311.3696 (1315.0825) grad_norm 193.2590 (217.8768) embed_mse 1310.3171 (1314.0031) mask_bce 0.1965 (0.2340) mask_dice 0.8560 (0.8453) mem 21941MB +[2025-12-25 09:33:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][30/1573] eta 0:20:39 lr 0.000004 time 0.4437 (0.8032) loss 1324.4823 (1311.9376) grad_norm 185.8825 (207.2121) embed_mse 1323.3970 (1310.8589) mask_bce 0.2564 (0.2343) mask_dice 0.8289 (0.8444) mem 21941MB +[2025-12-25 09:33:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][40/1573] eta 0:19:53 lr 0.000004 time 0.4429 (0.7787) loss 1279.8766 (1309.4873) grad_norm 195.7447 (214.0131) embed_mse 1278.6810 (1308.4057) mask_bce 0.3283 (0.2372) mask_dice 0.8673 (0.8445) mem 21941MB +[2025-12-25 09:33:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][50/1573] eta 0:19:31 lr 0.000004 time 0.4397 (0.7693) loss 1336.8604 (1309.1200) grad_norm 175.6394 (207.6175) embed_mse 1335.7681 (1308.0356) mask_bce 0.2514 (0.2415) mask_dice 0.8408 (0.8429) mem 21941MB +[2025-12-25 09:33:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][60/1573] eta 0:21:14 lr 0.000004 time 6.7663 (0.8424) loss 1275.3817 (1309.2786) grad_norm 223.3129 (209.8597) embed_mse 1274.2926 (1308.1940) mask_bce 0.2382 (0.2418) mask_dice 0.8510 (0.8427) mem 21941MB +[2025-12-25 09:33:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: 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(0.8418) mem 21941MB +[2025-12-25 09:34:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][170/1573] eta 0:16:31 lr 0.000004 time 0.4466 (0.7070) loss 1318.8712 (1309.2929) grad_norm 208.6549 (211.2303) embed_mse 1317.7980 (1308.2031) mask_bce 0.2193 (0.2478) mask_dice 0.8541 (0.8420) mem 21941MB +[2025-12-25 09:34:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][180/1573] eta 0:16:17 lr 0.000004 time 0.4281 (0.7017) loss 1292.4039 (1309.7095) grad_norm 233.8821 (212.2599) embed_mse 1291.3157 (1308.6197) mask_bce 0.2309 (0.2476) mask_dice 0.8574 (0.8422) mem 21941MB +[2025-12-25 09:34:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][190/1573] eta 0:16:16 lr 0.000004 time 2.1128 (0.7061) loss 1287.5397 (1309.8015) grad_norm 172.4563 (210.5294) embed_mse 1286.4657 (1308.7118) mask_bce 0.2245 (0.2473) mask_dice 0.8494 (0.8423) mem 21941MB +[2025-12-25 09:35:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][200/1573] eta 0:16:22 lr 0.000004 time 0.4311 (0.7155) loss 1358.9916 (1309.8348) grad_norm 201.9859 (207.9581) embed_mse 1357.8899 (1308.7460) mask_bce 0.2691 (0.2462) mask_dice 0.8327 (0.8427) mem 21941MB +[2025-12-25 09:35:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][210/1573] eta 0:15:57 lr 0.000004 time 0.4561 (0.7027) loss 1319.1139 (1309.4641) grad_norm 276.5006 (210.5943) embed_mse 1318.0380 (1308.3758) mask_bce 0.2274 (0.2458) mask_dice 0.8485 (0.8425) mem 21941MB +[2025-12-25 09:35:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][220/1573] eta 0:15:34 lr 0.000004 time 0.4254 (0.6908) loss 1312.9216 (1309.5559) grad_norm 177.5068 (209.3689) embed_mse 1311.7919 (1308.4680) mask_bce 0.3045 (0.2455) mask_dice 0.8253 (0.8424) mem 21941MB +[2025-12-25 09:35:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][230/1573] eta 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INFO Train: [25/30][360/1573] eta 0:14:17 lr 0.000004 time 1.5230 (0.7072) loss 1356.2704 (1312.7746) grad_norm 192.5328 (217.2205) embed_mse 1355.1765 (1311.6878) mask_bce 0.2550 (0.2446) mask_dice 0.8389 (0.8421) mem 21941MB +[2025-12-25 09:36:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][370/1573] eta 0:14:01 lr 0.000004 time 0.4235 (0.6996) loss 1292.9573 (1312.3196) grad_norm 149.4120 (215.7464) embed_mse 1291.8954 (1311.2328) mask_bce 0.1999 (0.2445) mask_dice 0.8619 (0.8423) mem 21941MB +[2025-12-25 09:37:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][380/1573] eta 0:14:01 lr 0.000004 time 0.4431 (0.7050) loss 1330.5048 (1312.2811) grad_norm 155.3321 (214.4610) embed_mse 1329.3829 (1311.1939) mask_bce 0.2745 (0.2447) mask_dice 0.8472 (0.8425) mem 21941MB +[2025-12-25 09:37:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][390/1573] eta 0:13:49 lr 0.000004 time 0.4249 (0.7012) loss 1342.4036 (1312.6556) grad_norm 160.4543 (213.3358) embed_mse 1341.3351 (1311.5685) mask_bce 0.2114 (0.2447) mask_dice 0.8572 (0.8424) mem 21941MB +[2025-12-25 09:37:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][400/1573] eta 0:13:48 lr 0.000004 time 0.4348 (0.7066) loss 1295.0706 (1312.6024) grad_norm 196.7708 (213.6779) embed_mse 1293.9962 (1311.5151) mask_bce 0.2207 (0.2447) mask_dice 0.8537 (0.8426) mem 21941MB +[2025-12-25 09:37:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][410/1573] eta 0:13:35 lr 0.000004 time 0.4253 (0.7015) loss 1294.7941 (1312.5763) grad_norm 224.8219 (213.8964) embed_mse 1293.6511 (1311.4888) mask_bce 0.3039 (0.2451) mask_dice 0.8390 (0.8424) mem 21941MB +[2025-12-25 09:37:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][420/1573] eta 0:13:24 lr 0.000004 time 0.4433 (0.6980) loss 1304.5909 (1312.5390) grad_norm 185.3296 (213.3471) embed_mse 1303.5112 (1311.4515) mask_bce 0.2417 (0.2452) mask_dice 0.8380 (0.8423) mem 21941MB +[2025-12-25 09:37:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][430/1573] eta 0:13:17 lr 0.000004 time 0.4346 (0.6978) loss 1333.5361 (1312.3361) grad_norm 425.8399 (217.3564) embed_mse 1332.4463 (1311.2486) mask_bce 0.2517 (0.2450) mask_dice 0.8381 (0.8425) mem 21941MB +[2025-12-25 09:37:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][440/1573] eta 0:13:27 lr 0.000004 time 0.4330 (0.7128) loss 1318.9186 (1312.3326) grad_norm 169.5652 (216.1653) embed_mse 1317.8087 (1311.2455) mask_bce 0.2971 (0.2446) mask_dice 0.8127 (0.8425) mem 21941MB +[2025-12-25 09:37:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][450/1573] eta 0:13:14 lr 0.000004 time 0.4695 (0.7076) loss 1376.0569 (1312.3330) grad_norm 238.2964 (216.5605) embed_mse 1374.9563 (1311.2462) mask_bce 0.2664 (0.2443) mask_dice 0.8340 (0.8425) mem 21941MB +[2025-12-25 09:38:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][460/1573] eta 0:13:05 lr 0.000004 time 0.4276 (0.7062) loss 1284.1034 (1312.5347) grad_norm 181.0039 (215.9367) embed_mse 1283.0154 (1311.4480) mask_bce 0.2456 (0.2440) mask_dice 0.8424 (0.8427) mem 21941MB +[2025-12-25 09:38:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][470/1573] eta 0:12:56 lr 0.000004 time 0.4228 (0.7039) loss 1311.8741 (1312.4949) grad_norm 240.3318 (216.3573) embed_mse 1310.7869 (1311.4083) mask_bce 0.2557 (0.2439) mask_dice 0.8316 (0.8427) mem 21941MB +[2025-12-25 09:38:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][480/1573] eta 0:12:51 lr 0.000004 time 0.4325 (0.7060) loss 1295.7196 (1311.8615) grad_norm 323.4249 (217.2314) embed_mse 1294.6194 (1310.7747) mask_bce 0.2719 (0.2441) mask_dice 0.8283 (0.8427) mem 21941MB +[2025-12-25 09:38:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][490/1573] eta 0:12:47 lr 0.000004 time 0.4346 (0.7089) loss 1333.7360 (1311.9297) grad_norm 192.6414 (216.8283) embed_mse 1332.6538 (1310.8428) mask_bce 0.2557 (0.2441) mask_dice 0.8264 (0.8428) mem 21941MB +[2025-12-25 09:38:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][500/1573] eta 0:12:34 lr 0.000004 time 0.4277 (0.7034) loss 1364.8276 (1312.0838) grad_norm 248.3356 (217.3365) embed_mse 1363.6903 (1310.9967) mask_bce 0.2691 (0.2442) mask_dice 0.8683 (0.8428) mem 21941MB +[2025-12-25 09:38:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][510/1573] eta 0:12:26 lr 0.000004 time 0.4420 (0.7026) loss 1256.8589 (1312.0148) grad_norm 177.5085 (216.7043) embed_mse 1255.7407 (1310.9277) mask_bce 0.2755 (0.2443) mask_dice 0.8427 (0.8427) mem 21941MB +[2025-12-25 09:38:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO 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loss 1263.8861 (1311.5309) grad_norm 211.4268 (215.8972) embed_mse 1262.7682 (1310.4435) mask_bce 0.2878 (0.2449) mask_dice 0.8301 (0.8425) mem 21941MB +[2025-12-25 09:39:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][560/1573] eta 0:11:50 lr 0.000004 time 0.5325 (0.7010) loss 1295.2383 (1311.3379) grad_norm 175.5190 (215.4609) embed_mse 1294.1672 (1310.2505) mask_bce 0.2200 (0.2449) mask_dice 0.8511 (0.8425) mem 21941MB +[2025-12-25 09:39:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][570/1573] eta 0:11:43 lr 0.000004 time 0.4728 (0.7012) loss 1391.5117 (1311.6935) grad_norm 205.2392 (215.3169) embed_mse 1390.4408 (1310.6062) mask_bce 0.2303 (0.2447) mask_dice 0.8407 (0.8426) mem 21941MB +[2025-12-25 09:39:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][580/1573] eta 0:11:48 lr 0.000004 time 6.4519 (0.7132) loss 1287.0178 (1311.4180) grad_norm 291.8240 (216.3795) embed_mse 1285.9401 (1310.3306) mask_bce 0.2357 (0.2450) mask_dice 0.8420 (0.8425) mem 21941MB +[2025-12-25 09:39:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][590/1573] eta 0:11:37 lr 0.000004 time 0.4258 (0.7096) loss 1300.0347 (1311.0929) grad_norm 174.0003 (215.7990) embed_mse 1298.9730 (1310.0056) mask_bce 0.2304 (0.2448) mask_dice 0.8313 (0.8425) mem 21941MB +[2025-12-25 09:39:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][600/1573] eta 0:11:31 lr 0.000004 time 0.6086 (0.7102) loss 1325.1610 (1311.1294) grad_norm 203.6408 (214.9211) embed_mse 1324.0704 (1310.0419) mask_bce 0.2381 (0.2449) mask_dice 0.8524 (0.8426) mem 21941MB +[2025-12-25 09:39:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][610/1573] eta 0:11:26 lr 0.000004 time 0.4469 (0.7127) loss 1384.1155 (1311.2479) grad_norm 178.6945 (214.4445) embed_mse 1383.0496 (1310.1605) mask_bce 0.2245 (0.2449) mask_dice 0.8414 (0.8424) mem 21941MB +[2025-12-25 09:40:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][620/1573] eta 0:11:20 lr 0.000004 time 0.4487 (0.7143) loss 1371.9082 (1311.4391) grad_norm 368.5432 (216.4457) embed_mse 1370.8528 (1310.3519) mask_bce 0.1853 (0.2448) mask_dice 0.8701 (0.8424) mem 21941MB +[2025-12-25 09:40:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][630/1573] eta 0:11:11 lr 0.000004 time 0.4296 (0.7120) loss 1264.3468 (1311.2592) grad_norm 226.0116 (216.5684) embed_mse 1263.2764 (1310.1720) mask_bce 0.1772 (0.2448) mask_dice 0.8932 (0.8423) mem 21941MB +[2025-12-25 09:40:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][640/1573] eta 0:11:07 lr 0.000004 time 0.8251 (0.7154) loss 1305.3512 (1311.1151) grad_norm 177.8453 (215.1090) embed_mse 1304.2701 (1310.0280) mask_bce 0.2391 (0.2449) mask_dice 0.8419 (0.8422) mem 21941MB +[2025-12-25 09:40:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][650/1573] eta 0:10:58 lr 0.000004 time 0.4297 (0.7135) loss 1264.2815 (1311.2068) grad_norm 186.6662 (214.7578) embed_mse 1263.2076 (1310.1198) mask_bce 0.2324 (0.2447) mask_dice 0.8416 (0.8423) mem 21941MB +[2025-12-25 09:40:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][660/1573] eta 0:10:47 lr 0.000004 time 0.6452 (0.7096) loss 1330.7544 (1311.3311) grad_norm 172.8303 (214.2465) embed_mse 1329.6605 (1310.2441) mask_bce 0.2446 (0.2447) mask_dice 0.8493 (0.8423) mem 21941MB +[2025-12-25 09:40:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][670/1573] eta 0:10:40 lr 0.000004 time 0.4465 (0.7093) loss 1235.8423 (1311.2333) grad_norm 198.6583 (214.0587) embed_mse 1234.7612 (1310.1464) mask_bce 0.2476 (0.2445) mask_dice 0.8335 (0.8423) mem 21941MB +[2025-12-25 09:40:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][680/1573] eta 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grad_norm 249.6068 (215.1947) embed_mse 1333.2719 (1309.8878) mask_bce 0.2664 (0.2451) mask_dice 0.8597 (0.8423) mem 21941MB +[2025-12-25 09:41:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][720/1573] eta 0:10:03 lr 0.000004 time 0.4242 (0.7076) loss 1366.1144 (1310.9526) grad_norm 209.2328 (215.1823) embed_mse 1365.0490 (1309.8653) mask_bce 0.2126 (0.2449) mask_dice 0.8530 (0.8423) mem 21941MB +[2025-12-25 09:41:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][730/1573] eta 0:09:58 lr 0.000004 time 0.4272 (0.7098) loss 1313.2402 (1311.0091) grad_norm 174.3712 (214.7339) embed_mse 1312.1211 (1309.9219) mask_bce 0.2831 (0.2450) mask_dice 0.8360 (0.8422) mem 21941MB +[2025-12-25 09:41:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][740/1573] eta 0:09:52 lr 0.000004 time 0.4450 (0.7107) loss 1326.6205 (1310.7615) grad_norm 302.5650 (215.6885) embed_mse 1325.5480 (1309.6744) mask_bce 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09:41:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][780/1573] eta 0:09:28 lr 0.000004 time 0.4407 (0.7167) loss 1316.9153 (1310.7306) grad_norm 219.0305 (214.8065) embed_mse 1315.8457 (1309.6430) mask_bce 0.2437 (0.2455) mask_dice 0.8260 (0.8421) mem 21941MB +[2025-12-25 09:42:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][790/1573] eta 0:09:18 lr 0.000004 time 0.4666 (0.7133) loss 1249.0334 (1310.6330) grad_norm 236.0154 (215.0229) embed_mse 1247.8523 (1309.5452) mask_bce 0.3385 (0.2457) mask_dice 0.8426 (0.8421) mem 21941MB +[2025-12-25 09:42:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][800/1573] eta 0:09:16 lr 0.000004 time 0.4637 (0.7201) loss 1324.4377 (1310.7985) grad_norm 293.7072 (215.8302) embed_mse 1323.3383 (1309.7107) mask_bce 0.2526 (0.2457) mask_dice 0.8469 (0.8421) mem 21941MB +[2025-12-25 09:42:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][810/1573] eta 0:09:09 lr 0.000004 time 0.4264 (0.7202) loss 1251.4955 (1310.6604) grad_norm 161.1634 (215.2890) embed_mse 1250.4042 (1309.5725) mask_bce 0.2585 (0.2458) mask_dice 0.8329 (0.8421) mem 21941MB +[2025-12-25 09:42:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][820/1573] eta 0:09:02 lr 0.000004 time 0.4329 (0.7199) loss 1285.9265 (1310.6566) grad_norm 186.7167 (215.0089) embed_mse 1284.8364 (1309.5687) mask_bce 0.2433 (0.2458) mask_dice 0.8468 (0.8420) mem 21941MB +[2025-12-25 09:42:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][830/1573] eta 0:08:52 lr 0.000004 time 0.9579 (0.7172) loss 1312.9646 (1310.8013) grad_norm 151.0462 (214.3879) embed_mse 1311.8860 (1309.7135) mask_bce 0.2137 (0.2458) mask_dice 0.8649 (0.8421) mem 21941MB +[2025-12-25 09:42:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][840/1573] eta 0:08:44 lr 0.000004 time 0.4832 (0.7155) loss 1345.4210 (1311.0186) grad_norm 297.9576 (215.6748) embed_mse 1344.3018 (1309.9306) mask_bce 0.3006 (0.2459) mask_dice 0.8188 (0.8421) mem 21941MB +[2025-12-25 09:42:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][850/1573] eta 0:08:36 lr 0.000004 time 0.4374 (0.7139) loss 1271.4410 (1310.8107) grad_norm 196.3745 (215.4927) embed_mse 1270.3677 (1309.7228) mask_bce 0.2457 (0.2458) mask_dice 0.8276 (0.8421) mem 21941MB +[2025-12-25 09:42:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][860/1573] eta 0:08:26 lr 0.000004 time 0.4502 (0.7110) loss 1297.0961 (1310.9435) grad_norm 140.9891 (214.7964) embed_mse 1296.0553 (1309.8557) mask_bce 0.1786 (0.2456) mask_dice 0.8621 (0.8422) mem 21941MB +[2025-12-25 09:42:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][870/1573] eta 0:08:20 lr 0.000004 time 2.6154 (0.7115) loss 1339.0695 (1310.9347) grad_norm 231.8306 (214.9542) embed_mse 1337.9994 (1309.8469) mask_bce 0.2092 (0.2455) mask_dice 0.8608 (0.8423) mem 21941MB +[2025-12-25 09:43:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][880/1573] eta 0:08:15 lr 0.000004 time 0.4391 (0.7147) loss 1295.9700 (1310.9404) grad_norm 181.8487 (214.2991) embed_mse 1294.8806 (1309.8523) mask_bce 0.2478 (0.2456) mask_dice 0.8416 (0.8424) mem 21941MB +[2025-12-25 09:43:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][890/1573] eta 0:08:07 lr 0.000004 time 0.4438 (0.7134) loss 1288.0809 (1310.8658) grad_norm 150.1348 (213.7211) embed_mse 1286.9657 (1309.7777) mask_bce 0.2988 (0.2456) mask_dice 0.8164 (0.8424) mem 21941MB +[2025-12-25 09:43:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][900/1573] eta 0:08:01 lr 0.000004 time 0.4303 (0.7161) loss 1341.7357 (1310.8115) grad_norm 170.8337 (213.3382) embed_mse 1340.6326 (1309.7234) mask_bce 0.2697 (0.2457) mask_dice 0.8335 (0.8424) mem 21941MB +[2025-12-25 09:43:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][910/1573] eta 0:07:53 lr 0.000003 time 0.6575 (0.7143) loss 1311.0001 (1310.6236) grad_norm 212.1326 (213.3275) embed_mse 1309.9199 (1309.5356) mask_bce 0.2520 (0.2456) mask_dice 0.8283 (0.8423) mem 21941MB +[2025-12-25 09:43:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][920/1573] eta 0:07:46 lr 0.000003 time 0.4267 (0.7142) loss 1328.7671 (1310.6852) grad_norm 258.0873 (213.1146) embed_mse 1327.6837 (1309.5972) mask_bce 0.2420 (0.2456) mask_dice 0.8413 (0.8424) mem 21941MB +[2025-12-25 09:43:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][930/1573] eta 0:07:39 lr 0.000003 time 0.4287 (0.7146) loss 1294.8557 (1310.2859) grad_norm 150.3430 (212.5734) embed_mse 1293.7960 (1309.1981) mask_bce 0.2129 (0.2455) mask_dice 0.8468 (0.8423) mem 21941MB +[2025-12-25 09:43:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][940/1573] eta 0:07:35 lr 0.000003 time 0.4355 (0.7203) loss 1354.5133 (1310.4480) grad_norm 240.2058 (212.8096) embed_mse 1353.4536 (1309.3602) mask_bce 0.1922 (0.2454) mask_dice 0.8676 (0.8424) mem 21941MB +[2025-12-25 09:44:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][950/1573] eta 0:07:28 lr 0.000003 time 0.4292 (0.7196) loss 1335.6720 (1310.5878) grad_norm 172.1136 (212.4647) embed_mse 1334.5686 (1309.5001) mask_bce 0.2543 (0.2452) mask_dice 0.8490 (0.8424) mem 21941MB +[2025-12-25 09:44:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][960/1573] eta 0:07:19 lr 0.000003 time 0.4281 (0.7168) loss 1300.6503 (1310.6748) grad_norm 210.7442 (212.0250) embed_mse 1299.5499 (1309.5871) mask_bce 0.2746 (0.2453) mask_dice 0.8256 (0.8424) mem 21941MB +[2025-12-25 09:44:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][970/1573] eta 0:07:11 lr 0.000003 time 0.4488 (0.7163) loss 1345.3389 (1310.7351) grad_norm 212.0846 (212.0255) embed_mse 1344.2563 (1309.6474) mask_bce 0.2088 (0.2453) mask_dice 0.8738 (0.8424) mem 21941MB +[2025-12-25 09:44:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][980/1573] eta 0:07:03 lr 0.000003 time 0.4276 (0.7145) loss 1338.6575 (1310.7449) grad_norm 172.1287 (211.6985) embed_mse 1337.5701 (1309.6572) mask_bce 0.2319 (0.2453) mask_dice 0.8555 (0.8424) mem 21941MB +[2025-12-25 09:44:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][990/1573] eta 0:06:55 lr 0.000003 time 0.4349 (0.7127) loss 1285.7030 (1310.7155) grad_norm 152.9195 (211.2206) embed_mse 1284.6320 (1309.6277) mask_bce 0.2391 (0.2453) mask_dice 0.8319 (0.8424) mem 21941MB +[2025-12-25 09:44:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1000/1573] eta 0:06:47 lr 0.000003 time 0.4265 (0.7110) loss 1291.0822 (1310.7433) grad_norm 180.6285 (210.5001) embed_mse 1290.0256 (1309.6556) mask_bce 0.2241 (0.2452) mask_dice 0.8324 (0.8424) mem 21941MB +[2025-12-25 09:44:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1010/1573] eta 0:06:39 lr 0.000003 time 0.4279 (0.7104) loss 1334.0656 (1310.7035) grad_norm 232.3244 (210.6733) embed_mse 1332.9675 (1309.6158) mask_bce 0.2531 (0.2452) mask_dice 0.8449 (0.8425) mem 21941MB +[2025-12-25 09:44:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1020/1573] eta 0:06:34 lr 0.000003 time 0.4292 (0.7131) loss 1293.8835 (1310.6227) grad_norm 205.0273 (210.6288) embed_mse 1292.8038 (1309.5351) mask_bce 0.2408 (0.2451) mask_dice 0.8390 (0.8425) mem 21941MB +[2025-12-25 09:44:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1030/1573] eta 0:06:25 lr 0.000003 time 0.4276 (0.7106) loss 1325.9016 (1310.7243) grad_norm 199.9048 (210.5450) embed_mse 1324.8218 (1309.6366) mask_bce 0.2583 (0.2452) mask_dice 0.8216 (0.8425) mem 21941MB +[2025-12-25 09:45:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1040/1573] eta 0:06:19 lr 0.000003 time 0.4378 (0.7123) loss 1277.2766 (1310.9902) grad_norm 204.3302 (210.5676) embed_mse 1276.2102 (1309.9025) mask_bce 0.2229 (0.2452) mask_dice 0.8435 (0.8425) mem 21941MB +[2025-12-25 09:45:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1050/1573] eta 0:06:11 lr 0.000003 time 0.4361 (0.7099) loss 1410.2716 (1311.1577) grad_norm 285.0954 (211.1365) embed_mse 1409.1765 (1310.0701) mask_bce 0.2271 (0.2451) mask_dice 0.8679 (0.8425) mem 21941MB +[2025-12-25 09:45:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1060/1573] eta 0:06:04 lr 0.000003 time 0.4369 (0.7099) loss 1313.7311 (1311.1711) grad_norm 194.9868 (211.0141) embed_mse 1312.6562 (1310.0835) mask_bce 0.2164 (0.2451) mask_dice 0.8586 (0.8425) mem 21941MB +[2025-12-25 09:45:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1070/1573] eta 0:05:57 lr 0.000003 time 0.4335 (0.7108) loss 1169.3115 (1311.1323) grad_norm 200.5215 (210.9352) embed_mse 1168.2284 (1310.0445) mask_bce 0.2293 (0.2452) mask_dice 0.8539 (0.8425) mem 21941MB +[2025-12-25 09:45:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1080/1573] eta 0:05:49 lr 0.000003 time 0.4274 (0.7087) loss 1270.1473 (1311.1090) grad_norm 240.9833 (210.8029) embed_mse 1268.8870 (1310.0210) mask_bce 0.3999 (0.2454) mask_dice 0.8605 (0.8426) mem 21941MB +[2025-12-25 09:45:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1090/1573] eta 0:05:43 lr 0.000003 time 0.4298 (0.7106) loss 1303.5975 (1311.0273) grad_norm 251.8176 (211.1045) embed_mse 1302.4922 (1309.9394) mask_bce 0.2702 (0.2453) mask_dice 0.8353 (0.8426) mem 21941MB +[2025-12-25 09:45:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1100/1573] eta 0:05:35 lr 0.000003 time 0.4333 (0.7085) loss 1365.8601 (1311.0408) grad_norm 267.1546 (211.5136) embed_mse 1364.7598 (1309.9530) mask_bce 0.2768 (0.2453) mask_dice 0.8235 (0.8426) mem 21941MB +[2025-12-25 09:45:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1110/1573] eta 0:05:28 lr 0.000003 time 0.4366 (0.7088) loss 1309.5343 (1311.2375) grad_norm 168.5839 (211.2025) embed_mse 1308.4648 (1310.1496) mask_bce 0.2079 (0.2453) mask_dice 0.8615 (0.8426) mem 21941MB +[2025-12-25 09:45:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1120/1573] eta 0:05:20 lr 0.000003 time 0.4374 (0.7085) loss 1290.3445 (1311.1897) grad_norm 160.0373 (210.5331) embed_mse 1289.2554 (1310.1019) mask_bce 0.2431 (0.2452) mask_dice 0.8461 (0.8426) mem 21941MB +[2025-12-25 09:45:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1130/1573] eta 0:05:12 lr 0.000003 time 0.4508 (0.7060) loss 1261.8042 (1311.1824) grad_norm 139.7371 (210.0309) embed_mse 1260.7533 (1310.0946) mask_bce 0.1911 (0.2451) mask_dice 0.8599 (0.8426) mem 21941MB +[2025-12-25 09:46:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1140/1573] eta 0:05:06 lr 0.000003 time 0.4270 (0.7080) loss 1310.2101 (1311.2926) grad_norm 150.3097 (209.6104) embed_mse 1309.1354 (1310.2048) mask_bce 0.2172 (0.2452) mask_dice 0.8576 (0.8426) mem 21941MB +[2025-12-25 09:46:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1150/1573] eta 0:04:58 lr 0.000003 time 0.4342 (0.7061) loss 1303.0195 (1311.3405) grad_norm 250.6585 (209.8974) embed_mse 1301.9387 (1310.2527) mask_bce 0.2461 (0.2452) mask_dice 0.8347 (0.8426) mem 21941MB +[2025-12-25 09:46:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1160/1573] eta 0:04:50 lr 0.000003 time 0.4761 (0.7038) loss 1338.3181 (1311.1777) grad_norm 256.3153 (209.8499) embed_mse 1337.1758 (1310.0900) mask_bce 0.3314 (0.2451) mask_dice 0.8109 (0.8426) mem 21941MB +[2025-12-25 09:46:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1170/1573] eta 0:04:43 lr 0.000003 time 0.4295 (0.7033) loss 1301.6257 (1311.2399) grad_norm 196.2976 (209.7570) embed_mse 1300.5503 (1310.1522) mask_bce 0.2244 (0.2451) mask_dice 0.8510 (0.8426) mem 21941MB +[2025-12-25 09:46:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1180/1573] eta 0:04:37 lr 0.000003 time 0.4548 (0.7057) loss 1326.6969 (1311.2676) grad_norm 156.4516 (209.3944) embed_mse 1325.6123 (1310.1799) mask_bce 0.2550 (0.2450) mask_dice 0.8296 (0.8426) mem 21941MB +[2025-12-25 09:46:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1190/1573] eta 0:04:29 lr 0.000003 time 0.4278 (0.7036) loss 1261.8179 (1311.0876) grad_norm 172.2037 (209.1431) embed_mse 1260.7454 (1310.0001) mask_bce 0.2219 (0.2449) mask_dice 0.8506 (0.8426) mem 21941MB +[2025-12-25 09:46:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1200/1573] eta 0:04:21 lr 0.000003 time 0.4235 (0.7013) loss 1311.8954 (1311.1749) grad_norm 190.0364 (209.7647) embed_mse 1310.8157 (1310.0873) mask_bce 0.2615 (0.2449) mask_dice 0.8182 (0.8426) mem 21941MB +[2025-12-25 09:46:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1210/1573] eta 0:04:14 lr 0.000003 time 0.4202 (0.7012) loss 1336.1060 (1311.2900) grad_norm 238.3054 (209.9537) embed_mse 1335.0000 (1310.2025) mask_bce 0.2867 (0.2449) mask_dice 0.8194 (0.8426) mem 21941MB +[2025-12-25 09:46:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1220/1573] eta 0:04:07 lr 0.000003 time 0.4206 (0.7001) loss 1305.9861 (1311.4376) grad_norm 209.5411 (209.9510) embed_mse 1304.8816 (1310.3500) mask_bce 0.2750 (0.2449) mask_dice 0.8295 (0.8426) mem 21941MB +[2025-12-25 09:46:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1230/1573] eta 0:03:59 lr 0.000003 time 0.4201 (0.6981) loss 1280.5436 (1311.3003) grad_norm 179.1591 (209.7497) embed_mse 1279.4938 (1310.2128) mask_bce 0.1966 (0.2449) mask_dice 0.8531 (0.8425) mem 21941MB +[2025-12-25 09:47:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1240/1573] eta 0:03:52 lr 0.000003 time 0.4395 (0.6978) loss 1289.3226 (1311.3696) grad_norm 209.6479 (209.5229) embed_mse 1288.2450 (1310.2822) mask_bce 0.2265 (0.2449) mask_dice 0.8512 (0.8425) mem 21941MB +[2025-12-25 09:47:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1250/1573] eta 0:03:44 lr 0.000003 time 0.4646 (0.6962) loss 1301.3361 (1311.2873) grad_norm 180.0707 (209.3342) embed_mse 1300.2594 (1310.1997) mask_bce 0.2358 (0.2451) mask_dice 0.8408 (0.8425) mem 21941MB +[2025-12-25 09:47:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1260/1573] eta 0:03:38 lr 0.000003 time 0.4293 (0.6973) loss 1346.7371 (1311.4593) grad_norm 225.3309 (209.4361) embed_mse 1345.6460 (1310.3717) mask_bce 0.2544 (0.2451) mask_dice 0.8366 (0.8425) mem 21941MB +[2025-12-25 09:47:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1270/1573] eta 0:03:31 lr 0.000003 time 0.4256 (0.6966) loss 1324.3792 (1311.4389) grad_norm 153.8125 (209.0840) embed_mse 1323.2793 (1310.3510) mask_bce 0.2530 (0.2454) mask_dice 0.8468 (0.8425) mem 21941MB +[2025-12-25 09:47:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1280/1573] eta 0:03:23 lr 0.000003 time 0.4980 (0.6946) loss 1263.3378 (1311.5961) grad_norm 223.0696 (209.0679) embed_mse 1262.2308 (1310.5082) mask_bce 0.2749 (0.2454) mask_dice 0.8321 (0.8425) mem 21941MB +[2025-12-25 09:47:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1290/1573] eta 0:03:16 lr 0.000003 time 0.4250 (0.6952) loss 1332.2875 (1311.7025) grad_norm 261.8495 (209.3957) embed_mse 1331.2080 (1310.6146) mask_bce 0.2382 (0.2455) mask_dice 0.8413 (0.8425) mem 21941MB +[2025-12-25 09:47:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1300/1573] eta 0:03:09 lr 0.000003 time 0.4245 (0.6951) loss 1286.8104 (1311.5458) grad_norm 167.3552 (209.1362) embed_mse 1285.7318 (1310.4579) mask_bce 0.2373 (0.2454) mask_dice 0.8413 (0.8425) mem 21941MB +[2025-12-25 09:47:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1310/1573] eta 0:03:02 lr 0.000003 time 0.4873 (0.6934) loss 1309.0055 (1311.5292) grad_norm 241.6765 (209.3358) embed_mse 1307.9500 (1310.4411) mask_bce 0.1891 (0.2456) mask_dice 0.8665 (0.8424) mem 21941MB +[2025-12-25 09:47:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1320/1573] eta 0:02:55 lr 0.000003 time 0.4217 (0.6948) loss 1288.4961 (1311.5322) grad_norm 190.7466 (209.2959) embed_mse 1287.4088 (1310.4440) mask_bce 0.2643 (0.2457) mask_dice 0.8230 (0.8424) mem 21941MB +[2025-12-25 09:48:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1330/1573] eta 0:02:48 lr 0.000003 time 0.4245 (0.6947) loss 1252.4515 (1311.4126) grad_norm 141.3321 (208.8864) embed_mse 1251.3575 (1310.3245) mask_bce 0.2726 (0.2458) mask_dice 0.8213 (0.8423) mem 21941MB +[2025-12-25 09:48:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1340/1573] eta 0:02:41 lr 0.000003 time 0.4224 (0.6941) loss 1277.2914 (1311.3418) grad_norm 187.3754 (208.7576) embed_mse 1276.2178 (1310.2538) mask_bce 0.2296 (0.2458) mask_dice 0.8440 (0.8423) mem 21941MB +[2025-12-25 09:48:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1350/1573] eta 0:02:34 lr 0.000003 time 0.4179 (0.6921) loss 1313.9307 (1311.1857) grad_norm 191.6699 (208.6559) embed_mse 1312.8356 (1310.0976) mask_bce 0.2283 (0.2458) mask_dice 0.8669 (0.8423) mem 21941MB +[2025-12-25 09:48:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1360/1573] eta 0:02:27 lr 0.000003 time 1.0113 (0.6934) loss 1288.2570 (1311.3065) grad_norm 246.7768 (208.5446) embed_mse 1287.1753 (1310.2184) mask_bce 0.2387 (0.2458) mask_dice 0.8431 (0.8423) mem 21941MB +[2025-12-25 09:48:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1370/1573] eta 0:02:20 lr 0.000003 time 0.4206 (0.6944) loss 1309.8733 (1311.3703) grad_norm 172.4556 (208.3335) embed_mse 1308.8074 (1310.2822) mask_bce 0.2045 (0.2457) mask_dice 0.8615 (0.8424) mem 21941MB +[2025-12-25 09:48:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1380/1573] eta 0:02:14 lr 0.000003 time 0.4191 (0.6961) loss 1288.5409 (1311.4725) grad_norm 205.7678 (208.3186) embed_mse 1287.4896 (1310.3843) mask_bce 0.1905 (0.2458) mask_dice 0.8607 (0.8424) mem 21941MB +[2025-12-25 09:48:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1390/1573] eta 0:02:07 lr 0.000003 time 0.4211 (0.6955) loss 1335.5530 (1311.5174) grad_norm 234.1597 (208.4680) embed_mse 1334.5132 (1310.4292) mask_bce 0.1919 (0.2458) mask_dice 0.8479 (0.8424) mem 21941MB +[2025-12-25 09:48:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1400/1573] eta 0:02:00 lr 0.000003 time 0.4472 (0.6937) loss 1230.1292 (1311.4500) grad_norm 346.0376 (209.0227) embed_mse 1229.0505 (1310.3619) mask_bce 0.2324 (0.2457) mask_dice 0.8462 (0.8424) mem 21941MB +[2025-12-25 09:49:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1410/1573] eta 0:01:53 lr 0.000003 time 0.4513 (0.6956) loss 1287.2572 (1311.4146) grad_norm 206.2320 (209.0068) embed_mse 1286.1901 (1310.3266) mask_bce 0.2231 (0.2456) mask_dice 0.8441 (0.8424) mem 21941MB +[2025-12-25 09:49:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1420/1573] eta 0:01:46 lr 0.000003 time 0.4194 (0.6965) loss 1344.7408 (1311.4091) grad_norm 156.2669 (208.7088) embed_mse 1343.6860 (1310.3212) mask_bce 0.2065 (0.2455) mask_dice 0.8484 (0.8424) mem 21941MB +[2025-12-25 09:49:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1430/1573] eta 0:01:39 lr 0.000003 time 1.6110 (0.6954) loss 1310.9355 (1311.4967) grad_norm 209.1471 (208.7113) embed_mse 1309.8271 (1310.4087) mask_bce 0.2698 (0.2455) mask_dice 0.8386 (0.8424) mem 21941MB +[2025-12-25 09:49:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1440/1573] eta 0:01:32 lr 0.000003 time 0.5015 (0.6992) loss 1333.5845 (1311.5316) grad_norm 142.7140 (208.1564) embed_mse 1332.4811 (1310.4437) mask_bce 0.2778 (0.2455) mask_dice 0.8255 (0.8424) mem 21941MB +[2025-12-25 09:49:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1450/1573] eta 0:01:25 lr 0.000003 time 1.6105 (0.6987) loss 1290.1620 (1311.7015) grad_norm 209.8019 (208.1655) embed_mse 1289.0516 (1310.6135) mask_bce 0.2877 (0.2456) mask_dice 0.8227 (0.8424) mem 21941MB +[2025-12-25 09:49:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1460/1573] eta 0:01:19 lr 0.000003 time 0.4505 (0.6996) loss 1277.4850 (1311.7322) grad_norm 221.3513 (208.2380) embed_mse 1276.4253 (1310.6442) mask_bce 0.2279 (0.2456) mask_dice 0.8318 (0.8424) mem 21941MB +[2025-12-25 09:49:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1470/1573] eta 0:01:11 lr 0.000003 time 0.4333 (0.6982) loss 1271.2708 (1311.7364) grad_norm 230.1130 (208.3575) embed_mse 1270.1976 (1310.6485) mask_bce 0.2436 (0.2455) mask_dice 0.8295 (0.8424) mem 21941MB +[2025-12-25 09:49:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1480/1573] eta 0:01:05 lr 0.000003 time 0.5004 (0.6998) loss 1398.2310 (1311.8722) grad_norm 177.6102 (207.9417) embed_mse 1397.1130 (1310.7843) mask_bce 0.2652 (0.2455) mask_dice 0.8528 (0.8424) mem 21941MB +[2025-12-25 09:50:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1490/1573] eta 0:00:57 lr 0.000003 time 0.4342 (0.6986) loss 1263.6783 (1311.9370) grad_norm 183.8291 (207.8120) embed_mse 1262.6160 (1310.8492) mask_bce 0.2477 (0.2455) mask_dice 0.8147 (0.8423) mem 21941MB +[2025-12-25 09:50:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1500/1573] eta 0:00:50 lr 0.000003 time 0.4600 (0.6983) loss 1286.9152 (1311.8324) grad_norm 189.4594 (207.7139) embed_mse 1285.8477 (1310.7446) mask_bce 0.2218 (0.2455) mask_dice 0.8457 (0.8423) mem 21941MB +[2025-12-25 09:50:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1510/1573] eta 0:00:43 lr 0.000003 time 0.4247 (0.6965) loss 1269.0337 (1311.7389) grad_norm 220.5633 (207.7822) embed_mse 1267.9622 (1310.6511) mask_bce 0.2316 (0.2455) mask_dice 0.8399 (0.8423) mem 21941MB +[2025-12-25 09:50:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1520/1573] eta 0:00:36 lr 0.000003 time 0.5336 (0.6954) loss 1254.9681 (1311.6594) grad_norm 206.8654 (207.9222) embed_mse 1253.8890 (1310.5716) mask_bce 0.2554 (0.2455) mask_dice 0.8237 (0.8423) mem 21941MB +[2025-12-25 09:50:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1530/1573] eta 0:00:29 lr 0.000003 time 1.8343 (0.6947) loss 1381.0464 (1311.6631) grad_norm 195.6281 (207.8578) embed_mse 1379.9702 (1310.5753) mask_bce 0.2371 (0.2456) mask_dice 0.8391 (0.8423) mem 21941MB +[2025-12-25 09:50:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1540/1573] eta 0:00:22 lr 0.000003 time 0.4268 (0.6956) loss 1300.0300 (1311.6745) grad_norm 182.0678 (207.7235) embed_mse 1298.9447 (1310.5866) mask_bce 0.2515 (0.2456) mask_dice 0.8338 (0.8422) mem 21941MB +[2025-12-25 09:50:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1550/1573] eta 0:00:15 lr 0.000003 time 0.4461 (0.6940) loss 1324.1061 (1311.6275) grad_norm 231.3319 (207.8458) embed_mse 1323.0396 (1310.5397) mask_bce 0.2274 (0.2456) mask_dice 0.8391 (0.8422) mem 21941MB +[2025-12-25 09:50:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1560/1573] eta 0:00:09 lr 0.000003 time 0.4248 (0.6946) loss 1353.2455 (1311.5577) grad_norm 177.3995 (207.4697) embed_mse 1352.1537 (1310.4699) mask_bce 0.2459 (0.2456) mask_dice 0.8459 (0.8422) mem 21941MB +[2025-12-25 09:50:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1570/1573] eta 0:00:02 lr 0.000003 time 0.4338 (0.6952) loss 1343.5176 (1311.5160) grad_norm 197.2432 (207.4175) embed_mse 1342.3925 (1310.4281) mask_bce 0.2907 (0.2457) mask_dice 0.8343 (0.8422) mem 21941MB +[2025-12-25 09:50:53 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 25 training takes 0:18:13 +[2025-12-25 09:50:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][0/1573] eta 2:02:13 lr 0.000003 time 4.6622 (4.6622) loss 1378.2144 (1378.2144) grad_norm 0.0000 (0.0000) embed_mse 1377.1305 (1377.1305) mask_bce 0.2369 (0.2369) mask_dice 0.8469 (0.8469) mem 21941MB +[2025-12-25 09:51:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][10/1573] eta 0:47:00 lr 0.000003 time 4.4894 (1.8046) loss 1259.5234 (1320.5086) grad_norm 273.8925 (273.8925) embed_mse 1258.3965 (1319.4158) mask_bce 0.2873 (0.2472) mask_dice 0.8397 (0.8456) mem 21941MB +[2025-12-25 09:51:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][20/1573] eta 0:29:57 lr 0.000003 time 0.4370 (1.1575) loss 1331.6466 (1315.2055) grad_norm 242.7491 (258.3208) embed_mse 1330.5795 (1314.1174) mask_bce 0.2103 (0.2433) mask_dice 0.8568 (0.8448) mem 21941MB +[2025-12-25 09:51:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][30/1573] eta 0:24:29 lr 0.000003 time 0.4381 (0.9526) loss 1323.5198 (1318.6921) grad_norm 192.6898 (236.4438) embed_mse 1322.4940 (1317.6043) mask_bce 0.1808 (0.2430) mask_dice 0.8450 (0.8448) mem 21941MB +[2025-12-25 09:51:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][40/1573] eta 0:24:57 lr 0.000003 time 3.4421 (0.9771) loss 1306.7531 (1321.4765) grad_norm 296.6012 (235.7760) embed_mse 1305.6681 (1320.3894) mask_bce 0.2470 (0.2432) mask_dice 0.8380 (0.8439) mem 21941MB +[2025-12-25 09:51:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][50/1573] eta 0:23:49 lr 0.000003 time 0.4336 (0.9386) loss 1316.4393 (1318.4752) grad_norm 181.1684 (226.6747) embed_mse 1315.3402 (1317.3870) mask_bce 0.2606 (0.2439) mask_dice 0.8385 (0.8442) mem 21941MB +[2025-12-25 09:51:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][60/1573] eta 0:22:58 lr 0.000003 time 0.4251 (0.9112) loss 1235.0897 (1314.8631) grad_norm 178.7538 (219.8289) embed_mse 1234.0419 (1313.7778) mask_bce 0.2120 (0.2409) mask_dice 0.8359 (0.8444) mem 21941MB +[2025-12-25 09:52:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][70/1573] eta 0:23:25 lr 0.000003 time 0.4464 (0.9351) loss 1293.4103 (1314.8153) grad_norm 222.8584 (220.2076) embed_mse 1292.3440 (1313.7305) mask_bce 0.2237 (0.2407) mask_dice 0.8425 (0.8441) mem 21941MB +[2025-12-25 09:52:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][80/1573] eta 0:22:38 lr 0.000003 time 0.4424 (0.9100) loss 1236.2046 (1311.6010) grad_norm 195.6088 (222.6521) embed_mse 1235.1637 (1310.5169) mask_bce 0.2064 (0.2394) mask_dice 0.8345 (0.8446) mem 21941MB +[2025-12-25 09:52:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][90/1573] eta 0:22:08 lr 0.000003 time 0.4622 (0.8956) loss 1268.5286 (1309.6960) grad_norm 153.1568 (216.3344) embed_mse 1267.4333 (1308.6128) mask_bce 0.2744 (0.2384) mask_dice 0.8208 (0.8448) mem 21941MB +[2025-12-25 09:52:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][100/1573] eta 0:21:23 lr 0.000003 time 0.4320 (0.8717) loss 1283.8815 (1308.1912) grad_norm 179.5312 (213.2674) embed_mse 1282.8181 (1307.1099) mask_bce 0.2443 (0.2366) mask_dice 0.8190 (0.8446) mem 21941MB +[2025-12-25 09:52:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][110/1573] eta 0:20:53 lr 0.000003 time 0.4322 (0.8569) loss 1276.9932 (1309.7139) grad_norm 253.8374 (216.3882) embed_mse 1275.9036 (1308.6313) mask_bce 0.2556 (0.2384) mask_dice 0.8340 (0.8442) mem 21941MB +[2025-12-25 09:52:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][120/1573] eta 0:19:56 lr 0.000003 time 0.4267 (0.8234) loss 1299.4462 (1309.5138) grad_norm 236.0281 (216.1722) embed_mse 1298.3644 (1308.4309) mask_bce 0.2452 (0.2390) mask_dice 0.8365 (0.8439) mem 21941MB +[2025-12-25 09:52:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][130/1573] eta 0:19:05 lr 0.000003 time 0.4435 (0.7939) loss 1235.5677 (1308.3046) grad_norm 209.1477 (215.7331) embed_mse 1234.4966 (1307.2218) mask_bce 0.2377 (0.2397) mask_dice 0.8335 (0.8431) mem 21941MB +[2025-12-25 09:52:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][140/1573] eta 0:18:46 lr 0.000003 time 0.4373 (0.7864) loss 1302.0619 (1307.4070) grad_norm 220.3282 (216.0034) embed_mse 1300.9987 (1306.3251) mask_bce 0.2123 (0.2391) mask_dice 0.8509 (0.8429) mem 21941MB +[2025-12-25 09:52:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][150/1573] eta 0:19:26 lr 0.000003 time 0.4653 (0.8199) loss 1274.7622 (1308.0818) grad_norm 164.9602 (213.1677) embed_mse 1273.6974 (1306.9997) mask_bce 0.2088 (0.2390) mask_dice 0.8559 (0.8431) mem 21941MB +[2025-12-25 09:53:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][160/1573] eta 0:18:46 lr 0.000003 time 0.4402 (0.7970) loss 1268.6628 (1307.9478) grad_norm 320.3695 (216.5729) embed_mse 1267.5691 (1306.8653) mask_bce 0.2610 (0.2395) mask_dice 0.8328 (0.8430) mem 21941MB +[2025-12-25 09:53:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][170/1573] eta 0:18:56 lr 0.000003 time 0.4420 (0.8102) loss 1340.4769 (1308.5607) grad_norm 176.3111 (214.6557) embed_mse 1339.4022 (1307.4777) mask_bce 0.2293 (0.2403) mask_dice 0.8455 (0.8427) mem 21941MB +[2025-12-25 09:53:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][180/1573] eta 0:18:20 lr 0.000003 time 0.4529 (0.7898) loss 1311.5612 (1308.6652) grad_norm 232.9422 (215.4869) embed_mse 1310.4875 (1307.5820) mask_bce 0.2406 (0.2401) mask_dice 0.8329 (0.8430) mem 21941MB +[2025-12-25 09:53:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][190/1573] eta 0:18:10 lr 0.000003 time 0.4260 (0.7888) loss 1299.4274 (1308.6962) grad_norm 293.3689 (218.8730) embed_mse 1298.3505 (1307.6128) mask_bce 0.2529 (0.2400) mask_dice 0.8240 (0.8434) mem 21941MB +[2025-12-25 09:53:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][200/1573] eta 0:18:18 lr 0.000003 time 0.4269 (0.8000) loss 1373.5364 (1309.6962) grad_norm 185.4861 (218.8229) embed_mse 1372.4678 (1308.6117) mask_bce 0.2203 (0.2412) mask_dice 0.8482 (0.8433) mem 21941MB +[2025-12-25 09:53:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][210/1573] eta 0:18:17 lr 0.000003 time 0.4287 (0.8049) loss 1368.1323 (1310.0823) grad_norm 190.5521 (217.7356) embed_mse 1367.0563 (1308.9978) mask_bce 0.2297 (0.2411) mask_dice 0.8464 (0.8434) mem 21941MB +[2025-12-25 09:53:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][220/1573] eta 0:18:01 lr 0.000003 time 0.4258 (0.7991) loss 1302.5526 (1310.3346) grad_norm 226.8281 (218.0724) embed_mse 1301.4926 (1309.2496) mask_bce 0.2042 (0.2418) mask_dice 0.8559 (0.8433) mem 21941MB +[2025-12-25 09:54:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][230/1573] eta 0:18:03 lr 0.000003 time 0.4499 (0.8066) loss 1314.2825 (1310.7448) grad_norm 245.6844 (219.0585) embed_mse 1313.2219 (1309.6597) mask_bce 0.2141 (0.2420) mask_dice 0.8464 (0.8431) mem 21941MB +[2025-12-25 09:54:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][240/1573] eta 0:17:52 lr 0.000003 time 0.4322 (0.8044) loss 1272.1700 (1311.1431) grad_norm 207.8230 (219.4339) embed_mse 1271.0808 (1310.0581) mask_bce 0.2352 (0.2417) mask_dice 0.8540 (0.8433) mem 21941MB +[2025-12-25 09:54:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][250/1573] eta 0:17:27 lr 0.000003 time 0.4550 (0.7916) loss 1344.6113 (1311.7913) grad_norm 196.9922 (218.7099) embed_mse 1343.5211 (1310.7064) mask_bce 0.2532 (0.2417) mask_dice 0.8371 (0.8432) mem 21941MB +[2025-12-25 09:54:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][260/1573] eta 0:17:21 lr 0.000003 time 2.8437 (0.7933) loss 1301.4435 (1310.9939) grad_norm 154.8300 (216.7137) embed_mse 1300.3710 (1309.9090) mask_bce 0.2232 (0.2415) mask_dice 0.8494 (0.8435) mem 21941MB +[2025-12-25 09:54:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][270/1573] eta 0:17:17 lr 0.000003 time 0.4377 (0.7961) loss 1300.6302 (1311.6253) grad_norm 233.2617 (217.2152) embed_mse 1299.5465 (1310.5406) mask_bce 0.2570 (0.2410) mask_dice 0.8268 (0.8437) mem 21941MB +[2025-12-25 09:54:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][280/1573] eta 0:16:53 lr 0.000003 time 0.4478 (0.7837) loss 1323.1641 (1312.1160) grad_norm 215.4382 (216.5970) embed_mse 1322.0990 (1311.0309) mask_bce 0.2088 (0.2413) mask_dice 0.8562 (0.8438) mem 21941MB +[2025-12-25 09:54:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][290/1573] eta 0:16:30 lr 0.000003 time 0.4423 (0.7721) loss 1267.6001 (1311.6893) grad_norm 169.3342 (215.2841) embed_mse 1266.5164 (1310.6041) mask_bce 0.2467 (0.2416) mask_dice 0.8370 (0.8437) mem 21941MB +[2025-12-25 09:54:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][300/1573] eta 0:16:43 lr 0.000003 time 0.4347 (0.7886) loss 1300.8796 (1311.1805) grad_norm 201.9333 (214.9233) embed_mse 1299.8401 (1310.0954) mask_bce 0.1888 (0.2413) mask_dice 0.8508 (0.8438) mem 21941MB +[2025-12-25 09:54:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][310/1573] eta 0:16:29 lr 0.000003 time 2.4048 (0.7837) loss 1370.3457 (1311.7152) grad_norm 249.3463 (215.8292) embed_mse 1369.2588 (1310.6302) mask_bce 0.2307 (0.2410) mask_dice 0.8562 (0.8440) mem 21941MB +[2025-12-25 09:55:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][320/1573] eta 0:16:17 lr 0.000003 time 0.4320 (0.7804) loss 1273.5762 (1311.3326) grad_norm 206.9152 (214.6991) embed_mse 1272.4780 (1310.2476) mask_bce 0.2914 (0.2414) mask_dice 0.8067 (0.8436) mem 21941MB +[2025-12-25 09:55:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][330/1573] eta 0:15:57 lr 0.000003 time 0.4420 (0.7706) loss 1306.0759 (1311.1187) grad_norm 153.8424 (213.2147) embed_mse 1305.0082 (1310.0333) mask_bce 0.2087 (0.2416) mask_dice 0.8590 (0.8438) mem 21941MB +[2025-12-25 09:55:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][340/1573] eta 0:15:39 lr 0.000003 time 0.4310 (0.7619) loss 1286.7000 (1311.1606) grad_norm 212.1708 (213.1899) embed_mse 1285.6450 (1310.0757) mask_bce 0.2302 (0.2411) mask_dice 0.8247 (0.8438) mem 21941MB +[2025-12-25 09:55:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][350/1573] eta 0:15:44 lr 0.000003 time 0.4763 (0.7719) loss 1326.3539 (1310.9794) grad_norm 164.0560 (212.0472) embed_mse 1325.3140 (1309.8948) mask_bce 0.2020 (0.2409) mask_dice 0.8378 (0.8437) mem 21941MB +[2025-12-25 09:55:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][360/1573] eta 0:15:30 lr 0.000003 time 0.4359 (0.7672) loss 1265.5972 (1311.0517) grad_norm 200.3287 (210.4545) embed_mse 1264.5248 (1309.9669) mask_bce 0.2388 (0.2411) mask_dice 0.8336 (0.8437) mem 21941MB +[2025-12-25 09:55:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][370/1573] eta 0:15:15 lr 0.000003 time 0.8248 (0.7613) loss 1297.4258 (1311.5927) grad_norm 212.6486 (210.5022) embed_mse 1296.3562 (1310.5080) mask_bce 0.2334 (0.2413) mask_dice 0.8361 (0.8435) mem 21941MB +[2025-12-25 09:55:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][380/1573] eta 0:15:13 lr 0.000003 time 0.4371 (0.7661) loss 1223.6455 (1312.0882) grad_norm 255.7049 (211.4640) embed_mse 1222.5757 (1311.0031) mask_bce 0.2313 (0.2417) mask_dice 0.8385 (0.8434) mem 21941MB +[2025-12-25 09:55:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][390/1573] eta 0:15:02 lr 0.000003 time 0.4726 (0.7631) loss 1328.5149 (1312.4564) grad_norm 186.5339 (210.9446) embed_mse 1327.2855 (1311.3711) mask_bce 0.3870 (0.2417) mask_dice 0.8425 (0.8435) mem 21941MB +[2025-12-25 09:55:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][400/1573] eta 0:14:54 lr 0.000003 time 2.6316 (0.7626) loss 1301.9971 (1312.6472) grad_norm 203.5609 (210.3515) embed_mse 1300.9077 (1311.5618) mask_bce 0.2573 (0.2418) mask_dice 0.8321 (0.8436) mem 21941MB +[2025-12-25 09:56:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][410/1573] eta 0:14:42 lr 0.000003 time 0.4320 (0.7592) loss 1336.1877 (1312.8630) grad_norm 216.2533 (210.4672) embed_mse 1335.0862 (1311.7775) mask_bce 0.2611 (0.2418) mask_dice 0.8404 (0.8437) mem 21941MB +[2025-12-25 09:56:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][420/1573] eta 0:14:35 lr 0.000003 time 0.4624 (0.7595) loss 1414.0114 (1312.3295) grad_norm 160.6083 (209.5084) embed_mse 1412.8999 (1311.2439) mask_bce 0.2371 (0.2418) mask_dice 0.8743 (0.8438) mem 21941MB +[2025-12-25 09:56:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][430/1573] eta 0:14:26 lr 0.000003 time 0.4598 (0.7582) loss 1264.8159 (1312.6576) grad_norm 218.3918 (209.6760) embed_mse 1263.7772 (1311.5717) mask_bce 0.1853 (0.2421) mask_dice 0.8534 (0.8437) mem 21941MB +[2025-12-25 09:56:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][440/1573] eta 0:14:14 lr 0.000003 time 0.4295 (0.7542) loss 1302.3730 (1312.9014) grad_norm 153.9734 (207.9546) embed_mse 1301.2920 (1311.8156) mask_bce 0.2389 (0.2420) mask_dice 0.8422 (0.8437) mem 21941MB +[2025-12-25 09:56:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][450/1573] eta 0:14:04 lr 0.000003 time 0.4381 (0.7516) loss 1311.8661 (1312.8653) grad_norm 149.2549 (206.9064) embed_mse 1310.7736 (1311.7796) mask_bce 0.2491 (0.2420) mask_dice 0.8433 (0.8437) mem 21941MB +[2025-12-25 09:56:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][460/1573] eta 0:13:56 lr 0.000003 time 0.4341 (0.7519) loss 1370.2856 (1313.1136) grad_norm 196.5142 (206.7241) embed_mse 1369.2256 (1312.0280) mask_bce 0.2098 (0.2416) mask_dice 0.8502 (0.8440) mem 21941MB +[2025-12-25 09:56:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][470/1573] eta 0:13:45 lr 0.000003 time 1.2620 (0.7482) loss 1362.5791 (1313.4894) grad_norm 174.2534 (206.1642) embed_mse 1361.4923 (1312.4034) mask_bce 0.2609 (0.2422) mask_dice 0.8258 (0.8438) mem 21941MB +[2025-12-25 09:56:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][480/1573] eta 0:13:39 lr 0.000003 time 0.4544 (0.7501) loss 1352.1604 (1313.1795) grad_norm 311.7287 (209.0239) embed_mse 1351.0729 (1312.0935) mask_bce 0.2277 (0.2422) mask_dice 0.8598 (0.8438) mem 21941MB +[2025-12-25 09:57:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][490/1573] eta 0:13:30 lr 0.000003 time 0.4300 (0.7484) loss 1270.7693 (1312.9803) grad_norm 210.1369 (209.0422) embed_mse 1269.7113 (1311.8943) mask_bce 0.1937 (0.2422) mask_dice 0.8643 (0.8438) mem 21941MB +[2025-12-25 09:57:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][500/1573] eta 0:13:24 lr 0.000003 time 0.8376 (0.7496) loss 1316.2972 (1313.2680) grad_norm 178.5744 (208.5508) embed_mse 1315.2262 (1312.1819) mask_bce 0.2253 (0.2423) mask_dice 0.8457 (0.8438) mem 21941MB +[2025-12-25 09:57:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][510/1573] eta 0:13:17 lr 0.000003 time 0.4236 (0.7501) loss 1250.6876 (1313.2920) grad_norm 176.2276 (208.0377) embed_mse 1249.6063 (1312.2059) mask_bce 0.2526 (0.2423) mask_dice 0.8287 (0.8438) mem 21941MB +[2025-12-25 09:57:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][520/1573] eta 0:13:11 lr 0.000003 time 0.4308 (0.7514) loss 1318.9480 (1313.2112) grad_norm 150.2321 (207.3491) embed_mse 1317.8618 (1312.1247) mask_bce 0.2525 (0.2427) mask_dice 0.8338 (0.8437) mem 21941MB +[2025-12-25 09:57:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][530/1573] eta 0:13:09 lr 0.000003 time 0.4247 (0.7568) loss 1336.1111 (1312.9092) grad_norm 152.7896 (206.5225) embed_mse 1335.0205 (1311.8228) mask_bce 0.2624 (0.2427) mask_dice 0.8282 (0.8437) mem 21941MB +[2025-12-25 09:57:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][540/1573] eta 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grad_norm 212.1725 (207.9080) embed_mse 1314.2628 (1311.9801) mask_bce 0.2585 (0.2427) mask_dice 0.8263 (0.8435) mem 21941MB +[2025-12-25 09:58:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][580/1573] eta 0:12:38 lr 0.000003 time 0.4256 (0.7640) loss 1297.5350 (1312.9555) grad_norm 259.2962 (208.6217) embed_mse 1296.4316 (1311.8691) mask_bce 0.2877 (0.2429) mask_dice 0.8156 (0.8434) mem 21941MB +[2025-12-25 09:58:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][590/1573] eta 0:12:37 lr 0.000003 time 0.4285 (0.7701) loss 1262.3955 (1312.9744) grad_norm 169.4029 (208.0845) embed_mse 1261.3232 (1311.8879) mask_bce 0.2392 (0.2432) mask_dice 0.8330 (0.8433) mem 21941MB +[2025-12-25 09:58:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][600/1573] eta 0:12:23 lr 0.000003 time 0.4366 (0.7646) loss 1354.0537 (1312.8094) grad_norm 272.2807 (208.8081) embed_mse 1352.9491 (1311.7228) mask_bce 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09:58:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][640/1573] eta 0:11:46 lr 0.000003 time 1.1983 (0.7577) loss 1357.0642 (1313.1439) grad_norm 185.0616 (209.8317) embed_mse 1355.9767 (1312.0576) mask_bce 0.2293 (0.2429) mask_dice 0.8582 (0.8434) mem 21941MB +[2025-12-25 09:59:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][650/1573] eta 0:11:38 lr 0.000003 time 0.4247 (0.7570) loss 1299.0599 (1313.1789) grad_norm 172.5349 (209.3713) embed_mse 1297.9753 (1312.0925) mask_bce 0.2168 (0.2430) mask_dice 0.8678 (0.8434) mem 21941MB +[2025-12-25 09:59:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][660/1573] eta 0:11:32 lr 0.000003 time 0.4226 (0.7582) loss 1341.6670 (1313.3164) grad_norm 262.4074 (210.0181) embed_mse 1340.5905 (1312.2301) mask_bce 0.2374 (0.2429) mask_dice 0.8391 (0.8434) mem 21941MB +[2025-12-25 09:59:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][670/1573] eta 0:11:26 lr 0.000003 time 0.4512 (0.7599) loss 1311.4321 (1313.4571) grad_norm 203.4533 (209.9389) embed_mse 1310.3358 (1312.3706) mask_bce 0.2757 (0.2431) mask_dice 0.8206 (0.8434) mem 21941MB +[2025-12-25 09:59:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][680/1573] eta 0:11:17 lr 0.000003 time 2.3547 (0.7591) loss 1285.9454 (1313.3546) grad_norm 178.0666 (210.3683) embed_mse 1284.8613 (1312.2683) mask_bce 0.2330 (0.2429) mask_dice 0.8512 (0.8435) mem 21941MB +[2025-12-25 09:59:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][690/1573] eta 0:11:08 lr 0.000003 time 0.4417 (0.7573) loss 1361.2676 (1313.6940) grad_norm 166.0604 (209.8531) embed_mse 1360.2181 (1312.6075) mask_bce 0.1946 (0.2429) mask_dice 0.8549 (0.8436) mem 21941MB +[2025-12-25 09:59:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][700/1573] eta 0:10:59 lr 0.000003 time 0.4306 (0.7560) loss 1393.5936 (1313.8605) grad_norm 246.3759 (210.2729) embed_mse 1392.4692 (1312.7738) mask_bce 0.3069 (0.2432) mask_dice 0.8175 (0.8435) mem 21941MB +[2025-12-25 09:59:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][710/1573] eta 0:10:58 lr 0.000003 time 1.4921 (0.7631) loss 1319.1342 (1314.1749) grad_norm 237.1348 (210.5781) embed_mse 1318.0477 (1313.0881) mask_bce 0.2574 (0.2432) mask_dice 0.8290 (0.8436) mem 21941MB +[2025-12-25 10:00:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][720/1573] eta 0:10:56 lr 0.000003 time 0.4274 (0.7699) loss 1368.3494 (1314.1643) grad_norm 237.8718 (210.3138) embed_mse 1367.2504 (1313.0775) mask_bce 0.2684 (0.2432) mask_dice 0.8307 (0.8435) mem 21941MB +[2025-12-25 10:00:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][730/1573] eta 0:10:45 lr 0.000003 time 0.4212 (0.7653) loss 1381.9797 (1313.8876) grad_norm 161.3684 (209.7760) embed_mse 1380.9119 (1312.8009) mask_bce 0.2147 (0.2432) mask_dice 0.8531 (0.8435) mem 21941MB +[2025-12-25 10:00:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][740/1573] eta 0:10:38 lr 0.000003 time 0.4452 (0.7660) loss 1376.8458 (1313.8541) grad_norm 220.2211 (209.8895) embed_mse 1375.6702 (1312.7674) mask_bce 0.3432 (0.2433) mask_dice 0.8324 (0.8434) mem 21941MB +[2025-12-25 10:00:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][750/1573] eta 0:10:31 lr 0.000003 time 3.1942 (0.7669) loss 1371.5515 (1313.9066) grad_norm 235.5712 (210.1656) embed_mse 1370.4514 (1312.8198) mask_bce 0.2421 (0.2433) mask_dice 0.8581 (0.8435) mem 21941MB +[2025-12-25 10:00:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][760/1573] eta 0:10:23 lr 0.000003 time 0.4526 (0.7674) loss 1329.1039 (1313.8762) grad_norm 404.6606 (211.5725) embed_mse 1327.9591 (1312.7893) mask_bce 0.2861 (0.2434) mask_dice 0.8587 (0.8435) mem 21941MB +[2025-12-25 10:00:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][770/1573] eta 0:10:14 lr 0.000003 time 0.4215 (0.7649) loss 1377.6122 (1313.7614) grad_norm 165.2784 (211.0902) embed_mse 1376.5333 (1312.6744) mask_bce 0.2342 (0.2437) mask_dice 0.8446 (0.8434) mem 21941MB +[2025-12-25 10:00:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][780/1573] eta 0:10:03 lr 0.000003 time 0.4262 (0.7605) loss 1275.8228 (1313.6649) grad_norm 214.3141 (211.1235) embed_mse 1274.7163 (1312.5779) mask_bce 0.2587 (0.2437) mask_dice 0.8477 (0.8433) mem 21941MB +[2025-12-25 10:00:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][790/1573] eta 0:09:54 lr 0.000003 time 0.5794 (0.7597) loss 1241.9619 (1313.6390) grad_norm 192.4110 (210.9325) embed_mse 1240.8783 (1312.5520) mask_bce 0.2394 (0.2438) mask_dice 0.8443 (0.8432) mem 21941MB +[2025-12-25 10:01:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][800/1573] eta 0:09:48 lr 0.000003 time 2.3672 (0.7610) loss 1346.6885 (1313.9142) grad_norm 206.4146 (212.2226) embed_mse 1345.5936 (1312.8273) mask_bce 0.2583 (0.2437) mask_dice 0.8365 (0.8432) mem 21941MB +[2025-12-25 10:01:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][810/1573] eta 0:09:41 lr 0.000003 time 0.4487 (0.7620) loss 1300.3270 (1313.9006) grad_norm 165.2370 (211.7574) embed_mse 1299.2665 (1312.8138) mask_bce 0.2085 (0.2437) mask_dice 0.8520 (0.8431) mem 21941MB +[2025-12-25 10:01:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][820/1573] eta 0:09:35 lr 0.000003 time 0.4215 (0.7646) loss 1372.2463 (1313.8953) grad_norm 197.9850 (211.6224) embed_mse 1371.1572 (1312.8086) mask_bce 0.2440 (0.2437) mask_dice 0.8451 (0.8431) mem 21941MB +[2025-12-25 10:01:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][830/1573] eta 0:09:25 lr 0.000003 time 0.4227 (0.7605) loss 1231.8682 (1313.7706) grad_norm 294.8199 (212.4301) embed_mse 1230.8031 (1312.6839) mask_bce 0.2372 (0.2435) mask_dice 0.8279 (0.8432) mem 21941MB +[2025-12-25 10:01:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][840/1573] eta 0:09:18 lr 0.000003 time 0.4265 (0.7619) loss 1344.8589 (1313.6528) grad_norm 157.7194 (211.6172) embed_mse 1343.7815 (1312.5662) mask_bce 0.2194 (0.2434) mask_dice 0.8580 (0.8433) mem 21941MB +[2025-12-25 10:01:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][850/1573] eta 0:09:11 lr 0.000003 time 0.4206 (0.7624) loss 1392.9991 (1313.6134) grad_norm 196.3992 (211.4736) embed_mse 1391.9331 (1312.5269) mask_bce 0.2181 (0.2432) mask_dice 0.8479 (0.8433) mem 21941MB +[2025-12-25 10:01:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][860/1573] eta 0:09:00 lr 0.000003 time 0.4227 (0.7585) loss 1311.1342 (1313.3989) grad_norm 173.3653 (211.1175) embed_mse 1310.0374 (1312.3123) mask_bce 0.2657 (0.2432) mask_dice 0.8310 (0.8433) mem 21941MB +[2025-12-25 10:01:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][870/1573] eta 0:08:54 lr 0.000003 time 0.4303 (0.7604) loss 1307.2885 (1313.3943) grad_norm 195.0698 (210.9689) embed_mse 1306.2258 (1312.3079) mask_bce 0.1981 (0.2430) mask_dice 0.8645 (0.8434) mem 21941MB +[2025-12-25 10:02:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][880/1573] eta 0:08:46 lr 0.000002 time 0.4233 (0.7593) loss 1356.1387 (1313.4127) grad_norm 350.3588 (211.6223) embed_mse 1355.0201 (1312.3264) mask_bce 0.2550 (0.2429) mask_dice 0.8635 (0.8434) mem 21941MB +[2025-12-25 10:02:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][890/1573] eta 0:08:36 lr 0.000002 time 0.4282 (0.7557) loss 1309.3978 (1313.6067) grad_norm 163.1638 (211.1857) embed_mse 1308.3180 (1312.5204) mask_bce 0.2516 (0.2429) mask_dice 0.8283 (0.8434) mem 21941MB +[2025-12-25 10:02:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][900/1573] eta 0:08:30 lr 0.000002 time 0.4203 (0.7585) loss 1303.9670 (1313.6066) grad_norm 162.8696 (210.7543) embed_mse 1302.8641 (1312.5199) mask_bce 0.2843 (0.2433) mask_dice 0.8186 (0.8434) mem 21941MB +[2025-12-25 10:02:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][910/1573] eta 0:08:24 lr 0.000002 time 0.4276 (0.7602) loss 1375.1788 (1313.5347) grad_norm 157.5738 (210.2837) embed_mse 1374.0670 (1312.4478) mask_bce 0.2902 (0.2436) mask_dice 0.8216 (0.8433) mem 21941MB +[2025-12-25 10:02:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][920/1573] eta 0:08:14 lr 0.000002 time 0.4214 (0.7567) loss 1306.6583 (1313.3120) grad_norm 231.0001 (209.9799) embed_mse 1305.5483 (1312.2251) mask_bce 0.2810 (0.2435) mask_dice 0.8290 (0.8434) mem 21941MB +[2025-12-25 10:02:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][930/1573] eta 0:08:06 lr 0.000002 time 0.4272 (0.7565) loss 1314.6575 (1313.2310) grad_norm 273.7656 (210.5298) embed_mse 1313.6044 (1312.1442) mask_bce 0.2179 (0.2433) mask_dice 0.8352 (0.8435) mem 21941MB +[2025-12-25 10:02:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][940/1573] eta 0:07:59 lr 0.000002 time 0.4255 (0.7571) loss 1338.7961 (1313.5376) grad_norm 242.9704 (210.8071) embed_mse 1337.7124 (1312.4508) mask_bce 0.2621 (0.2433) mask_dice 0.8216 (0.8435) mem 21941MB +[2025-12-25 10:02:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][950/1573] eta 0:07:54 lr 0.000002 time 4.9346 (0.7616) loss 1333.8730 (1313.5149) grad_norm 204.0373 (210.7497) embed_mse 1332.7981 (1312.4281) mask_bce 0.2111 (0.2433) mask_dice 0.8639 (0.8434) mem 21941MB +[2025-12-25 10:03:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][960/1573] eta 0:07:47 lr 0.000002 time 0.4295 (0.7622) loss 1332.8586 (1313.3504) grad_norm 388.7629 (211.8463) embed_mse 1331.7495 (1312.2636) mask_bce 0.2685 (0.2434) mask_dice 0.8406 (0.8434) mem 21941MB +[2025-12-25 10:03:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][970/1573] eta 0:07:39 lr 0.000002 time 0.4360 (0.7622) loss 1270.4207 (1313.1582) grad_norm 247.4593 (212.1407) embed_mse 1269.3740 (1312.0715) mask_bce 0.1799 (0.2434) mask_dice 0.8667 (0.8434) mem 21941MB +[2025-12-25 10:03:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][980/1573] eta 0:07:30 lr 0.000002 time 1.0221 (0.7596) loss 1305.6881 (1313.1571) grad_norm 264.1586 (212.5670) embed_mse 1304.5685 (1312.0703) mask_bce 0.2321 (0.2434) mask_dice 0.8875 (0.8434) mem 21941MB +[2025-12-25 10:03:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][990/1573] eta 0:07:22 lr 0.000002 time 0.4239 (0.7592) loss 1304.2600 (1312.9809) grad_norm 214.1513 (212.5799) embed_mse 1303.0793 (1311.8940) mask_bce 0.3235 (0.2435) mask_dice 0.8572 (0.8433) mem 21941MB +[2025-12-25 10:03:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1000/1573] eta 0:07:16 lr 0.000002 time 5.2116 (0.7616) loss 1265.5216 (1312.8462) grad_norm 160.5210 (211.8940) embed_mse 1264.4312 (1311.7594) mask_bce 0.2493 (0.2435) mask_dice 0.8411 (0.8434) mem 21941MB +[2025-12-25 10:03:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1010/1573] eta 0:07:09 lr 0.000002 time 0.4211 (0.7624) loss 1326.2791 (1312.9727) grad_norm 210.6957 (211.8845) embed_mse 1325.2048 (1311.8859) mask_bce 0.2331 (0.2434) mask_dice 0.8411 (0.8433) mem 21941MB +[2025-12-25 10:03:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1020/1573] eta 0:07:01 lr 0.000002 time 0.4524 (0.7626) loss 1270.7737 (1313.0668) grad_norm 223.4086 (211.9752) embed_mse 1269.7098 (1311.9801) mask_bce 0.2286 (0.2433) mask_dice 0.8352 (0.8434) mem 21941MB +[2025-12-25 10:03:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1030/1573] eta 0:06:53 lr 0.000002 time 0.4348 (0.7615) loss 1324.4175 (1313.0942) grad_norm 182.0040 (211.7411) embed_mse 1323.3320 (1312.0075) mask_bce 0.2374 (0.2434) mask_dice 0.8480 (0.8433) mem 21941MB +[2025-12-25 10:04:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1040/1573] eta 0:06:45 lr 0.000002 time 1.7918 (0.7599) loss 1301.6572 (1313.1379) grad_norm 245.9780 (211.6521) embed_mse 1300.5691 (1312.0512) mask_bce 0.2684 (0.2434) mask_dice 0.8197 (0.8433) mem 21941MB +[2025-12-25 10:04:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1050/1573] eta 0:06:38 lr 0.000002 time 0.4266 (0.7627) loss 1298.2952 (1313.0653) grad_norm 149.4875 (211.1775) embed_mse 1297.2115 (1311.9786) mask_bce 0.2455 (0.2434) mask_dice 0.8381 (0.8433) mem 21941MB +[2025-12-25 10:04:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1060/1573] eta 0:06:31 lr 0.000002 time 0.4219 (0.7631) loss 1331.7983 (1313.0032) grad_norm 218.3250 (211.2317) embed_mse 1330.6936 (1311.9165) mask_bce 0.2504 (0.2433) mask_dice 0.8544 (0.8433) mem 21941MB +[2025-12-25 10:04:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1070/1573] eta 0:06:25 lr 0.000002 time 0.4439 (0.7660) loss 1320.3185 (1313.0272) grad_norm 163.8916 (210.8757) embed_mse 1319.2087 (1311.9403) mask_bce 0.2756 (0.2436) mask_dice 0.8341 (0.8433) mem 21941MB +[2025-12-25 10:04:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1080/1573] eta 0:06:17 lr 0.000002 time 0.4508 (0.7660) loss 1273.7455 (1312.8001) grad_norm 203.9344 (210.3914) embed_mse 1272.6616 (1311.7133) mask_bce 0.2297 (0.2436) mask_dice 0.8541 (0.8432) mem 21941MB +[2025-12-25 10:04:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1090/1573] eta 0:06:11 lr 0.000002 time 0.4348 (0.7690) loss 1313.1559 (1312.7994) grad_norm 317.6042 (211.1797) embed_mse 1312.0724 (1311.7127) mask_bce 0.2473 (0.2435) mask_dice 0.8362 (0.8432) mem 21941MB +[2025-12-25 10:05:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1100/1573] eta 0:06:03 lr 0.000002 time 0.4242 (0.7687) loss 1340.7970 (1312.7053) grad_norm 140.8743 (210.6665) embed_mse 1339.7308 (1311.6187) mask_bce 0.2183 (0.2434) mask_dice 0.8479 (0.8432) mem 21941MB +[2025-12-25 10:05:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1110/1573] eta 0:05:55 lr 0.000002 time 0.4243 (0.7685) loss 1316.3000 (1312.8128) grad_norm 212.1616 (210.6774) embed_mse 1315.2264 (1311.7262) mask_bce 0.2277 (0.2434) mask_dice 0.8459 (0.8432) mem 21941MB +[2025-12-25 10:05:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1120/1573] eta 0:05:48 lr 0.000002 time 0.4283 (0.7686) loss 1254.9015 (1312.8244) grad_norm 154.7086 (211.0267) embed_mse 1253.8196 (1311.7376) mask_bce 0.2317 (0.2435) mask_dice 0.8502 (0.8432) mem 21941MB +[2025-12-25 10:05:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1130/1573] eta 0:05:41 lr 0.000002 time 0.4223 (0.7698) loss 1265.6364 (1312.7022) grad_norm 221.3738 (211.1001) embed_mse 1264.5823 (1311.6156) mask_bce 0.2387 (0.2434) mask_dice 0.8154 (0.8432) mem 21941MB +[2025-12-25 10:05:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1140/1573] eta 0:05:32 lr 0.000002 time 0.4331 (0.7668) loss 1296.1147 (1312.6919) grad_norm 231.5964 (211.2444) embed_mse 1295.0403 (1311.6051) mask_bce 0.2408 (0.2436) mask_dice 0.8338 (0.8432) mem 21941MB +[2025-12-25 10:05:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1150/1573] eta 0:05:24 lr 0.000002 time 1.6914 (0.7679) loss 1330.4465 (1312.6005) grad_norm 166.8041 (210.9337) embed_mse 1329.3807 (1311.5138) mask_bce 0.2149 (0.2435) mask_dice 0.8510 (0.8431) mem 21941MB +[2025-12-25 10:05:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1160/1573] eta 0:05:16 lr 0.000002 time 0.4449 (0.7653) loss 1271.9144 (1312.6509) grad_norm 178.4119 (211.5192) embed_mse 1270.8496 (1311.5643) mask_bce 0.1856 (0.2435) mask_dice 0.8792 (0.8432) mem 21941MB +[2025-12-25 10:05:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1170/1573] eta 0:05:08 lr 0.000002 time 0.4229 (0.7652) loss 1351.4259 (1312.6209) grad_norm 197.5103 (211.4232) embed_mse 1350.3431 (1311.5343) mask_bce 0.2378 (0.2435) mask_dice 0.8449 (0.8432) mem 21941MB +[2025-12-25 10:05:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1180/1573] eta 0:05:00 lr 0.000002 time 0.4253 (0.7648) loss 1330.3058 (1312.6750) grad_norm 215.9421 (211.4540) embed_mse 1329.2141 (1311.5884) mask_bce 0.2682 (0.2434) mask_dice 0.8235 (0.8432) mem 21941MB +[2025-12-25 10:06:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1190/1573] eta 0:04:53 lr 0.000002 time 0.4340 (0.7671) loss 1296.6683 (1312.5755) grad_norm 179.3077 (211.2368) embed_mse 1295.6322 (1311.4890) mask_bce 0.1785 (0.2433) mask_dice 0.8577 (0.8432) mem 21941MB +[2025-12-25 10:06:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1200/1573] eta 0:04:45 lr 0.000002 time 0.4269 (0.7643) loss 1252.3387 (1312.5817) grad_norm 152.4890 (210.5857) embed_mse 1251.2075 (1311.4951) mask_bce 0.2720 (0.2434) mask_dice 0.8592 (0.8432) mem 21941MB +[2025-12-25 10:06:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1210/1573] eta 0:04:36 lr 0.000002 time 0.4252 (0.7616) loss 1365.3983 (1312.6062) grad_norm 170.4497 (210.3199) embed_mse 1364.3478 (1311.5196) mask_bce 0.2042 (0.2435) mask_dice 0.8464 (0.8431) mem 21941MB +[2025-12-25 10:06:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1220/1573] eta 0:04:29 lr 0.000002 time 4.6199 (0.7648) loss 1344.0359 (1312.5406) grad_norm 211.3764 (210.3268) embed_mse 1342.9607 (1311.4540) mask_bce 0.2086 (0.2436) mask_dice 0.8665 (0.8431) mem 21941MB +[2025-12-25 10:06:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1230/1573] eta 0:04:21 lr 0.000002 time 0.4604 (0.7622) loss 1280.8821 (1312.4796) grad_norm 218.6346 (210.3811) embed_mse 1279.7773 (1311.3929) mask_bce 0.2644 (0.2437) mask_dice 0.8404 (0.8430) mem 21941MB +[2025-12-25 10:06:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1240/1573] eta 0:04:13 lr 0.000002 time 0.4270 (0.7615) loss 1287.5116 (1312.6253) grad_norm 178.3018 (209.9276) embed_mse 1286.3967 (1311.5386) mask_bce 0.2431 (0.2436) mask_dice 0.8718 (0.8431) mem 21941MB +[2025-12-25 10:06:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1250/1573] eta 0:04:06 lr 0.000002 time 0.4260 (0.7617) loss 1265.8477 (1312.5281) grad_norm 180.8042 (209.7410) embed_mse 1264.7668 (1311.4415) mask_bce 0.2446 (0.2435) mask_dice 0.8362 (0.8431) mem 21941MB +[2025-12-25 10:06:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1260/1573] eta 0:03:57 lr 0.000002 time 0.4398 (0.7593) loss 1337.5476 (1312.5616) grad_norm 301.2278 (210.3237) embed_mse 1336.4585 (1311.4749) mask_bce 0.2596 (0.2435) mask_dice 0.8294 (0.8431) mem 21941MB +[2025-12-25 10:07:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1270/1573] eta 0:03:50 lr 0.000002 time 1.8020 (0.7616) loss 1283.6597 (1312.6158) grad_norm 187.3455 (210.1782) embed_mse 1282.5675 (1311.5291) mask_bce 0.2621 (0.2436) mask_dice 0.8300 (0.8431) mem 21941MB +[2025-12-25 10:07:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1280/1573] eta 0:03:43 lr 0.000002 time 0.4425 (0.7644) loss 1306.7816 (1312.5745) grad_norm 202.5116 (209.8596) embed_mse 1305.7140 (1311.4878) mask_bce 0.2499 (0.2437) mask_dice 0.8178 (0.8430) mem 21941MB +[2025-12-25 10:07:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1290/1573] eta 0:03:36 lr 0.000002 time 0.4260 (0.7640) loss 1309.2217 (1312.4671) grad_norm 156.9816 (209.5311) embed_mse 1308.1145 (1311.3804) mask_bce 0.2656 (0.2437) mask_dice 0.8416 (0.8429) mem 21941MB +[2025-12-25 10:07:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1300/1573] eta 0:03:27 lr 0.000002 time 0.4273 (0.7615) loss 1354.7850 (1312.5313) grad_norm 200.6569 (209.4763) embed_mse 1353.6863 (1311.4447) mask_bce 0.2562 (0.2436) mask_dice 0.8426 (0.8430) mem 21941MB +[2025-12-25 10:07:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1310/1573] eta 0:03:20 lr 0.000002 time 0.4511 (0.7615) loss 1245.6411 (1312.3124) grad_norm 165.1917 (209.2047) embed_mse 1244.5436 (1311.2258) mask_bce 0.2758 (0.2436) mask_dice 0.8218 (0.8430) mem 21941MB +[2025-12-25 10:07:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1320/1573] eta 0:03:12 lr 0.000002 time 0.4298 (0.7591) loss 1297.6567 (1312.1376) grad_norm 231.4383 (209.0984) embed_mse 1296.5865 (1311.0510) mask_bce 0.2229 (0.2436) mask_dice 0.8473 (0.8430) mem 21941MB +[2025-12-25 10:07:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1330/1573] eta 0:03:04 lr 0.000002 time 0.4271 (0.7592) loss 1263.1243 (1312.0361) grad_norm 192.0358 (208.9956) embed_mse 1262.0669 (1310.9495) mask_bce 0.2242 (0.2437) mask_dice 0.8333 (0.8429) mem 21941MB +[2025-12-25 10:07:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1340/1573] eta 0:02:57 lr 0.000002 time 0.4535 (0.7615) loss 1348.6909 (1311.8642) grad_norm 155.4374 (208.6749) embed_mse 1347.5861 (1310.7776) mask_bce 0.2622 (0.2436) mask_dice 0.8427 (0.8429) mem 21941MB +[2025-12-25 10:08:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1350/1573] eta 0:02:49 lr 0.000002 time 0.4321 (0.7604) loss 1269.2466 (1311.8251) grad_norm 226.7705 (208.7826) embed_mse 1268.1643 (1310.7386) mask_bce 0.2409 (0.2435) mask_dice 0.8413 (0.8430) mem 21941MB +[2025-12-25 10:08:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1360/1573] eta 0:02:41 lr 0.000002 time 0.4583 (0.7596) loss 1342.8502 (1311.8210) grad_norm 185.8945 (208.7010) embed_mse 1341.7849 (1310.7345) mask_bce 0.1908 (0.2435) mask_dice 0.8745 (0.8430) mem 21941MB +[2025-12-25 10:08:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1370/1573] eta 0:02:33 lr 0.000002 time 0.4382 (0.7573) loss 1360.2620 (1311.9136) grad_norm 200.5254 (208.6531) embed_mse 1359.1846 (1310.8272) mask_bce 0.2399 (0.2434) mask_dice 0.8375 (0.8430) mem 21941MB +[2025-12-25 10:08:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1380/1573] eta 0:02:25 lr 0.000002 time 0.4347 (0.7550) loss 1366.4083 (1312.0253) grad_norm 200.3820 (208.6051) embed_mse 1365.2990 (1310.9389) mask_bce 0.2914 (0.2435) mask_dice 0.8180 (0.8429) mem 21941MB +[2025-12-25 10:08:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1390/1573] eta 0:02:17 lr 0.000002 time 0.4167 (0.7527) loss 1380.6895 (1311.9743) grad_norm 372.4043 (209.5519) embed_mse 1379.5942 (1310.8878) mask_bce 0.2563 (0.2436) mask_dice 0.8388 (0.8429) mem 21941MB +[2025-12-25 10:08:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1400/1573] eta 0:02:09 lr 0.000002 time 0.4315 (0.7504) loss 1315.6251 (1312.0145) grad_norm 165.7956 (209.4837) embed_mse 1314.5333 (1310.9280) mask_bce 0.2496 (0.2436) mask_dice 0.8422 (0.8428) mem 21941MB +[2025-12-25 10:08:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1410/1573] eta 0:02:02 lr 0.000002 time 0.4414 (0.7495) loss 1287.8400 (1311.9574) grad_norm 246.6178 (209.6947) embed_mse 1286.7772 (1310.8709) mask_bce 0.2194 (0.2436) mask_dice 0.8432 (0.8429) mem 21941MB +[2025-12-25 10:08:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1420/1573] eta 0:01:54 lr 0.000002 time 3.3383 (0.7493) loss 1323.7991 (1311.9086) grad_norm 181.5652 (209.5358) embed_mse 1322.7360 (1310.8222) mask_bce 0.2170 (0.2436) mask_dice 0.8460 (0.8428) mem 21941MB +[2025-12-25 10:08:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1430/1573] eta 0:01:47 lr 0.000002 time 0.4343 (0.7491) loss 1324.7498 (1311.8712) grad_norm 264.9031 (209.8468) embed_mse 1323.6708 (1310.7849) mask_bce 0.2234 (0.2435) mask_dice 0.8556 (0.8428) mem 21941MB +[2025-12-25 10:08:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1440/1573] eta 0:01:39 lr 0.000002 time 0.4359 (0.7469) loss 1268.3502 (1311.9189) grad_norm 211.6368 (209.6526) embed_mse 1267.2621 (1310.8326) mask_bce 0.2680 (0.2435) mask_dice 0.8201 (0.8428) mem 21941MB +[2025-12-25 10:08:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1450/1573] eta 0:01:31 lr 0.000002 time 0.4312 (0.7459) loss 1273.7152 (1311.7884) grad_norm 154.9641 (209.3505) embed_mse 1272.6338 (1310.7022) mask_bce 0.2666 (0.2435) mask_dice 0.8148 (0.8427) mem 21941MB +[2025-12-25 10:09:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1460/1573] eta 0:01:24 lr 0.000002 time 0.4341 (0.7447) loss 1324.1692 (1311.7758) grad_norm 215.0761 (209.3819) embed_mse 1323.1136 (1310.6895) mask_bce 0.1881 (0.2436) mask_dice 0.8674 (0.8427) mem 21941MB +[2025-12-25 10:09:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1470/1573] eta 0:01:16 lr 0.000002 time 0.4469 (0.7426) loss 1308.8854 (1311.8807) grad_norm 181.8231 (209.2313) embed_mse 1307.7870 (1310.7944) mask_bce 0.2547 (0.2436) mask_dice 0.8437 (0.8427) mem 21941MB +[2025-12-25 10:09:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1480/1573] eta 0:01:09 lr 0.000002 time 0.4219 (0.7426) loss 1386.8557 (1311.9835) grad_norm 198.1046 (208.9550) embed_mse 1385.7705 (1310.8972) mask_bce 0.2443 (0.2437) mask_dice 0.8408 (0.8427) mem 21941MB +[2025-12-25 10:09:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1490/1573] eta 0:01:01 lr 0.000002 time 0.4286 (0.7420) loss 1259.2516 (1311.9759) grad_norm 184.3396 (208.8227) embed_mse 1258.1735 (1310.8895) mask_bce 0.2950 (0.2438) mask_dice 0.7830 (0.8426) mem 21941MB +[2025-12-25 10:09:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1500/1573] eta 0:00:54 lr 0.000002 time 0.4267 (0.7402) loss 1288.0134 (1312.0130) grad_norm 306.7239 (209.3462) embed_mse 1286.9139 (1310.9267) mask_bce 0.2581 (0.2437) mask_dice 0.8414 (0.8426) mem 21941MB +[2025-12-25 10:09:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1510/1573] eta 0:00:46 lr 0.000002 time 1.2963 (0.7398) loss 1257.2500 (1311.9800) grad_norm 171.3241 (209.1440) embed_mse 1256.0662 (1310.8936) mask_bce 0.3401 (0.2438) mask_dice 0.8438 (0.8426) mem 21941MB +[2025-12-25 10:09:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1520/1573] eta 0:00:39 lr 0.000002 time 0.4200 (0.7397) loss 1303.9928 (1311.9409) grad_norm 230.0940 (209.0312) embed_mse 1302.8972 (1310.8545) mask_bce 0.2447 (0.2438) mask_dice 0.8508 (0.8426) mem 21941MB +[2025-12-25 10:09:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1530/1573] eta 0:00:31 lr 0.000002 time 0.4225 (0.7394) loss 1310.1260 (1311.9880) grad_norm 168.2134 (208.8175) embed_mse 1309.0515 (1310.9015) mask_bce 0.2375 (0.2440) mask_dice 0.8369 (0.8426) mem 21941MB +[2025-12-25 10:09:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1540/1573] eta 0:00:24 lr 0.000002 time 0.4229 (0.7373) loss 1232.5135 (1311.9680) grad_norm 239.4438 (208.9770) embed_mse 1231.4698 (1310.8814) mask_bce 0.1858 (0.2440) mask_dice 0.8579 (0.8426) mem 21941MB +[2025-12-25 10:09:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1550/1573] eta 0:00:16 lr 0.000002 time 0.4238 (0.7358) loss 1330.3259 (1311.9494) grad_norm 163.1800 (208.7397) embed_mse 1329.2379 (1310.8628) mask_bce 0.2442 (0.2440) mask_dice 0.8437 (0.8426) mem 21941MB +[2025-12-25 10:10:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1560/1573] eta 0:00:09 lr 0.000002 time 0.4289 (0.7371) loss 1316.4646 (1311.8876) grad_norm 177.3199 (208.4491) embed_mse 1315.4160 (1310.8011) mask_bce 0.1772 (0.2439) mask_dice 0.8713 (0.8426) mem 21941MB +[2025-12-25 10:10:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1570/1573] eta 0:00:02 lr 0.000002 time 0.4199 (0.7351) loss 1357.5005 (1311.9542) grad_norm 243.9032 (208.6300) embed_mse 1356.2949 (1310.8676) mask_bce 0.3463 (0.2440) mask_dice 0.8592 (0.8426) mem 21941MB +[2025-12-25 10:10:10 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 26 training takes 0:19:16 +[2025-12-25 10:10:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][0/1573] eta 2:36:37 lr 0.000002 time 5.9742 (5.9742) loss 1290.7026 (1290.7026) grad_norm 0.0000 (0.0000) embed_mse 1289.6217 (1289.6217) mask_bce 0.2669 (0.2669) mask_dice 0.8141 (0.8141) mem 21941MB +[2025-12-25 10:10:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][10/1573] eta 0:24:33 lr 0.000002 time 0.4320 (0.9427) loss 1305.8994 (1304.7118) grad_norm 257.1058 (257.1058) embed_mse 1304.8231 (1303.6234) mask_bce 0.2499 (0.2538) mask_dice 0.8264 (0.8346) mem 21941MB +[2025-12-25 10:10:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][20/1573] eta 0:19:11 lr 0.000002 time 0.4264 (0.7413) loss 1310.8654 (1314.4634) grad_norm 210.9352 (234.0205) embed_mse 1309.7980 (1313.3792) mask_bce 0.2124 (0.2457) mask_dice 0.8550 (0.8386) mem 21941MB +[2025-12-25 10:10:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][30/1573] eta 0:18:09 lr 0.000002 time 0.4357 (0.7058) loss 1331.9408 (1313.2183) grad_norm 303.9087 (257.3166) embed_mse 1330.8683 (1312.1367) mask_bce 0.2263 (0.2423) mask_dice 0.8462 (0.8392) mem 21941MB +[2025-12-25 10:10:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][40/1573] eta 0:16:19 lr 0.000002 time 0.4324 (0.6387) loss 1330.8411 (1316.8000) grad_norm 138.4283 (217.2273) embed_mse 1329.7605 (1315.7192) mask_bce 0.2357 (0.2412) mask_dice 0.8448 (0.8396) mem 21941MB +[2025-12-25 10:10:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][50/1573] eta 0:16:08 lr 0.000002 time 0.4204 (0.6360) loss 1302.9252 (1316.1161) grad_norm 152.8052 (206.4903) embed_mse 1301.8457 (1315.0347) mask_bce 0.2226 (0.2406) mask_dice 0.8570 (0.8408) mem 21941MB +[2025-12-25 10:10:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][60/1573] eta 0:16:45 lr 0.000002 time 0.4258 (0.6647) loss 1289.4301 (1313.8534) grad_norm 172.9213 (201.6947) embed_mse 1288.3445 (1312.7712) mask_bce 0.2714 (0.2423) mask_dice 0.8142 (0.8399) mem 21941MB +[2025-12-25 10:10:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][70/1573] eta 0:15:49 lr 0.000002 time 0.4229 (0.6317) loss 1306.8851 (1315.6140) grad_norm 168.8808 (197.5930) embed_mse 1305.8053 (1314.5302) mask_bce 0.2352 (0.2439) mask_dice 0.8446 (0.8398) mem 21941MB +[2025-12-25 10:10:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][80/1573] eta 0:15:05 lr 0.000002 time 0.4270 (0.6064) loss 1297.9646 (1314.2092) grad_norm 139.8339 (190.8280) embed_mse 1296.8898 (1313.1261) mask_bce 0.2438 (0.2431) mask_dice 0.8310 (0.8401) mem 21941MB +[2025-12-25 10:11:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][90/1573] eta 0:15:01 lr 0.000002 time 0.4351 (0.6079) loss 1267.6841 (1312.2357) grad_norm 141.3189 (186.3272) embed_mse 1266.6311 (1311.1518) mask_bce 0.2127 (0.2438) mask_dice 0.8403 (0.8401) mem 21941MB +[2025-12-25 10:11:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][100/1573] eta 0:14:35 lr 0.000002 time 0.4202 (0.5942) loss 1285.6560 (1312.7247) grad_norm 149.8804 (183.2899) embed_mse 1284.5878 (1311.6408) mask_bce 0.2348 (0.2444) mask_dice 0.8335 (0.8395) mem 21941MB +[2025-12-25 10:11:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][110/1573] eta 0:14:33 lr 0.000002 time 0.9812 (0.5969) loss 1337.4882 (1312.5909) grad_norm 157.0656 (181.2727) embed_mse 1336.3890 (1311.5067) mask_bce 0.2586 (0.2445) mask_dice 0.8406 (0.8397) mem 21941MB +[2025-12-25 10:11:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][120/1573] eta 0:14:12 lr 0.000002 time 0.4211 (0.5870) loss 1321.1548 (1313.8431) grad_norm 175.6028 (182.2996) embed_mse 1320.0505 (1312.7586) mask_bce 0.2778 (0.2445) mask_dice 0.8264 (0.8400) mem 21941MB +[2025-12-25 10:11:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][130/1573] eta 0:13:54 lr 0.000002 time 0.4995 (0.5782) loss 1319.5579 (1313.3742) grad_norm 169.4073 (181.4938) embed_mse 1318.4399 (1312.2903) mask_bce 0.2638 (0.2434) mask_dice 0.8541 (0.8406) mem 21941MB +[2025-12-25 10:11:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][140/1573] eta 0:13:33 lr 0.000002 time 0.4512 (0.5680) loss 1268.0438 (1311.7377) grad_norm 192.6647 (182.1510) embed_mse 1266.9084 (1310.6533) mask_bce 0.3013 (0.2436) mask_dice 0.8341 (0.8408) mem 21941MB +[2025-12-25 10:11:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][150/1573] eta 0:13:43 lr 0.000002 time 0.4188 (0.5787) loss 1244.3684 (1311.7022) grad_norm 261.1860 (186.5418) embed_mse 1243.2875 (1310.6180) mask_bce 0.2588 (0.2428) mask_dice 0.8222 (0.8414) mem 21941MB +[2025-12-25 10:11:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][160/1573] eta 0:13:24 lr 0.000002 time 0.4210 (0.5692) loss 1353.1698 (1311.4658) grad_norm 160.0275 (184.3533) embed_mse 1352.0995 (1310.3823) mask_bce 0.2422 (0.2424) mask_dice 0.8281 (0.8411) mem 21941MB +[2025-12-25 10:11:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][170/1573] eta 0:13:11 lr 0.000002 time 0.4190 (0.5644) loss 1376.5808 (1311.9099) grad_norm 171.9472 (183.7625) embed_mse 1375.5118 (1310.8265) mask_bce 0.2278 (0.2419) mask_dice 0.8412 (0.8415) mem 21941MB +[2025-12-25 10:11:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][180/1573] eta 0:12:56 lr 0.000002 time 0.4375 (0.5571) loss 1308.4078 (1311.8234) grad_norm 277.2686 (188.0128) embed_mse 1307.3168 (1310.7394) mask_bce 0.2478 (0.2429) mask_dice 0.8433 (0.8411) mem 21941MB +[2025-12-25 10:11:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][190/1573] eta 0:12:40 lr 0.000002 time 0.4221 (0.5501) loss 1328.4340 (1312.3359) grad_norm 166.0108 (187.0562) embed_mse 1327.3751 (1311.2520) mask_bce 0.1974 (0.2423) mask_dice 0.8614 (0.8415) mem 21941MB +[2025-12-25 10:12:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][200/1573] eta 0:12:35 lr 0.000002 time 0.4214 (0.5499) loss 1342.8202 (1312.7239) grad_norm 246.3919 (190.9925) embed_mse 1341.7432 (1311.6394) mask_bce 0.2223 (0.2423) mask_dice 0.8547 (0.8422) mem 21941MB +[2025-12-25 10:12:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][210/1573] eta 0:12:21 lr 0.000002 time 0.4269 (0.5441) loss 1345.4791 (1313.3405) grad_norm 327.9556 (196.2603) embed_mse 1344.3779 (1312.2555) mask_bce 0.2449 (0.2426) mask_dice 0.8563 (0.8423) mem 21941MB +[2025-12-25 10:12:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][220/1573] eta 0:12:13 lr 0.000002 time 0.4221 (0.5423) loss 1326.5193 (1313.7811) grad_norm 212.8344 (196.8742) embed_mse 1325.4369 (1312.6959) mask_bce 0.2388 (0.2427) mask_dice 0.8436 (0.8425) mem 21941MB +[2025-12-25 10:12:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][230/1573] eta 0:12:02 lr 0.000002 time 0.4310 (0.5381) loss 1334.2836 (1313.7695) grad_norm 159.1359 (195.5264) embed_mse 1333.2134 (1312.6841) mask_bce 0.2336 (0.2429) mask_dice 0.8366 (0.8425) mem 21941MB +[2025-12-25 10:12:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][240/1573] eta 0:11:58 lr 0.000002 time 0.4200 (0.5389) loss 1316.8785 (1313.8901) grad_norm 247.2580 (197.0643) embed_mse 1315.7214 (1312.8044) mask_bce 0.2953 (0.2430) mask_dice 0.8618 (0.8426) mem 21941MB +[2025-12-25 10:12:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][250/1573] eta 0:11:47 lr 0.000002 time 0.4220 (0.5347) loss 1305.1052 (1313.7148) grad_norm 154.9188 (195.7048) embed_mse 1304.0106 (1312.6292) mask_bce 0.2578 (0.2430) mask_dice 0.8368 (0.8426) mem 21941MB +[2025-12-25 10:12:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][260/1573] eta 0:11:51 lr 0.000002 time 0.4199 (0.5420) loss 1382.3064 (1314.5234) grad_norm 162.1484 (194.6562) embed_mse 1381.2025 (1313.4374) mask_bce 0.2769 (0.2437) mask_dice 0.8270 (0.8423) mem 21941MB +[2025-12-25 10:12:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][270/1573] eta 0:11:40 lr 0.000002 time 0.4210 (0.5377) loss 1287.3341 (1314.7648) grad_norm 187.5914 (194.4421) embed_mse 1286.2396 (1313.6779) mask_bce 0.2663 (0.2444) mask_dice 0.8282 (0.8425) mem 21941MB +[2025-12-25 10:12:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][280/1573] eta 0:11:32 lr 0.000002 time 0.4203 (0.5358) loss 1364.4421 (1315.1925) grad_norm 189.2043 (194.5045) embed_mse 1363.3357 (1314.1045) mask_bce 0.2523 (0.2455) mask_dice 0.8541 (0.8425) mem 21941MB +[2025-12-25 10:12:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][290/1573] eta 0:11:31 lr 0.000002 time 0.8518 (0.5386) loss 1310.2823 (1315.1462) grad_norm 146.0732 (193.1592) embed_mse 1309.1869 (1314.0583) mask_bce 0.2439 (0.2452) mask_dice 0.8516 (0.8427) mem 21941MB +[2025-12-25 10:12:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][300/1573] eta 0:11:21 lr 0.000002 time 0.4248 (0.5350) loss 1440.9542 (1315.2052) grad_norm 228.6805 (194.1192) embed_mse 1439.8650 (1314.1173) mask_bce 0.2650 (0.2452) mask_dice 0.8242 (0.8427) mem 21941MB +[2025-12-25 10:12:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][310/1573] eta 0:11:20 lr 0.000002 time 0.4262 (0.5386) loss 1307.0210 (1314.8450) grad_norm 167.0979 (193.4082) embed_mse 1305.9341 (1313.7575) mask_bce 0.2655 (0.2451) mask_dice 0.8214 (0.8425) mem 21941MB +[2025-12-25 10:13:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][320/1573] eta 0:11:10 lr 0.000002 time 0.4230 (0.5351) loss 1250.7905 (1314.5099) grad_norm 176.6291 (192.3277) embed_mse 1249.6887 (1313.4219) mask_bce 0.2641 (0.2457) mask_dice 0.8376 (0.8422) mem 21941MB +[2025-12-25 10:13:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][330/1573] eta 0:11:01 lr 0.000002 time 0.4234 (0.5318) loss 1344.2227 (1313.9618) grad_norm 171.5049 (191.8198) embed_mse 1343.1525 (1312.8741) mask_bce 0.2366 (0.2457) mask_dice 0.8336 (0.8421) mem 21941MB +[2025-12-25 10:13:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][340/1573] eta 0:10:51 lr 0.000002 time 0.4238 (0.5286) loss 1283.0898 (1313.3938) grad_norm 142.3169 (190.6411) embed_mse 1282.0098 (1312.3064) mask_bce 0.2405 (0.2454) mask_dice 0.8396 (0.8420) mem 21941MB +[2025-12-25 10:13:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][350/1573] eta 0:10:43 lr 0.000002 time 0.4207 (0.5258) loss 1289.3240 (1313.2784) grad_norm 217.5878 (191.2678) embed_mse 1288.2483 (1312.1910) mask_bce 0.2305 (0.2455) mask_dice 0.8453 (0.8419) mem 21941MB +[2025-12-25 10:13:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][360/1573] eta 0:10:34 lr 0.000002 time 0.4204 (0.5230) loss 1292.2582 (1312.7588) grad_norm 167.5708 (190.7839) embed_mse 1291.1444 (1311.6715) mask_bce 0.2961 (0.2454) mask_dice 0.8177 (0.8419) mem 21941MB +[2025-12-25 10:13:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][370/1573] eta 0:10:25 lr 0.000002 time 0.4229 (0.5204) loss 1297.5211 (1312.9205) grad_norm 243.4278 (191.9283) embed_mse 1296.4628 (1311.8330) mask_bce 0.2001 (0.2457) mask_dice 0.8583 (0.8418) mem 21941MB +[2025-12-25 10:13:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][380/1573] eta 0:10:17 lr 0.000002 time 0.4190 (0.5178) loss 1312.6788 (1313.0663) grad_norm 252.6295 (193.2198) embed_mse 1311.5869 (1311.9785) mask_bce 0.2537 (0.2461) mask_dice 0.8382 (0.8417) mem 21941MB +[2025-12-25 10:13:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][390/1573] eta 0:10:09 lr 0.000002 time 0.4237 (0.5154) loss 1311.3481 (1313.0146) grad_norm 222.8409 (193.8370) embed_mse 1310.2760 (1311.9264) mask_bce 0.2314 (0.2463) mask_dice 0.8407 (0.8418) mem 21941MB +[2025-12-25 10:13:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][400/1573] eta 0:10:05 lr 0.000002 time 0.4211 (0.5162) loss 1286.8833 (1312.4348) grad_norm 279.8503 (195.2575) embed_mse 1285.8007 (1311.3469) mask_bce 0.2394 (0.2463) mask_dice 0.8433 (0.8416) mem 21941MB +[2025-12-25 10:13:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][410/1573] eta 0:09:58 lr 0.000002 time 0.4297 (0.5147) loss 1361.7926 (1312.1798) grad_norm 248.5744 (196.3029) embed_mse 1360.7358 (1311.0917) mask_bce 0.2044 (0.2463) mask_dice 0.8524 (0.8418) mem 21941MB +[2025-12-25 10:13:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][420/1573] eta 0:09:51 lr 0.000002 time 0.4321 (0.5126) loss 1278.2802 (1312.5198) grad_norm 134.4318 (195.1131) embed_mse 1277.1332 (1311.4315) mask_bce 0.3251 (0.2466) mask_dice 0.8219 (0.8416) mem 21941MB +[2025-12-25 10:13:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][430/1573] eta 0:09:47 lr 0.000002 time 0.4253 (0.5138) loss 1292.9641 (1312.4959) grad_norm 252.3142 (196.1924) embed_mse 1291.9073 (1311.4078) mask_bce 0.2034 (0.2463) mask_dice 0.8534 (0.8418) mem 21941MB +[2025-12-25 10:13:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][440/1573] eta 0:09:39 lr 0.000002 time 0.4308 (0.5119) loss 1296.1846 (1312.4525) grad_norm 169.3648 (196.5248) embed_mse 1295.0884 (1311.3644) mask_bce 0.2706 (0.2465) mask_dice 0.8257 (0.8417) mem 21941MB +[2025-12-25 10:14:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][450/1573] eta 0:09:35 lr 0.000002 time 0.4236 (0.5126) loss 1290.8156 (1312.3243) grad_norm 149.4925 (195.6850) embed_mse 1289.7194 (1311.2362) mask_bce 0.2639 (0.2465) mask_dice 0.8323 (0.8416) mem 21941MB +[2025-12-25 10:14:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][460/1573] eta 0:09:30 lr 0.000002 time 0.4234 (0.5122) loss 1311.1327 (1312.3920) grad_norm 193.8068 (195.6520) embed_mse 1310.0736 (1311.3039) mask_bce 0.2240 (0.2465) mask_dice 0.8350 (0.8416) mem 21941MB +[2025-12-25 10:14:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][470/1573] eta 0:09:24 lr 0.000002 time 0.4186 (0.5121) loss 1257.0232 (1312.6766) grad_norm 248.7355 (196.5672) embed_mse 1255.9572 (1311.5886) mask_bce 0.2315 (0.2463) mask_dice 0.8346 (0.8417) mem 21941MB +[2025-12-25 10:14:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][480/1573] eta 0:09:24 lr 0.000002 time 0.4194 (0.5168) loss 1356.1766 (1312.2971) grad_norm 194.0050 (196.6293) embed_mse 1355.0818 (1311.2092) mask_bce 0.2492 (0.2463) mask_dice 0.8457 (0.8416) mem 21941MB +[2025-12-25 10:14:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][490/1573] eta 0:09:21 lr 0.000002 time 0.4218 (0.5186) loss 1309.9200 (1312.2269) grad_norm 193.2276 (196.5735) embed_mse 1308.8444 (1311.1388) mask_bce 0.2516 (0.2466) mask_dice 0.8240 (0.8415) mem 21941MB +[2025-12-25 10:14:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][500/1573] eta 0:09:17 lr 0.000002 time 0.4192 (0.5194) loss 1300.5166 (1311.8291) grad_norm 243.1455 (197.3247) embed_mse 1299.4069 (1310.7412) mask_bce 0.2698 (0.2463) mask_dice 0.8400 (0.8416) mem 21941MB +[2025-12-25 10:14:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][510/1573] eta 0:09:25 lr 0.000002 time 3.8821 (0.5319) loss 1289.0658 (1311.5637) grad_norm 259.2059 (198.3069) embed_mse 1287.9653 (1310.4757) mask_bce 0.2876 (0.2464) mask_dice 0.8129 (0.8415) mem 21941MB +[2025-12-25 10:14:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][520/1573] eta 0:09:19 lr 0.000002 time 0.4181 (0.5318) loss 1264.6246 (1311.5886) grad_norm 235.4217 (198.7857) embed_mse 1263.5289 (1310.5008) mask_bce 0.2652 (0.2464) mask_dice 0.8304 (0.8415) mem 21941MB +[2025-12-25 10:14:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][530/1573] eta 0:09:13 lr 0.000002 time 0.4301 (0.5311) loss 1336.7048 (1311.9311) grad_norm 144.0156 (197.9559) embed_mse 1335.6439 (1310.8432) mask_bce 0.2044 (0.2465) mask_dice 0.8566 (0.8415) mem 21941MB +[2025-12-25 10:14:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][540/1573] eta 0:09:06 lr 0.000002 time 0.4174 (0.5291) loss 1268.3997 (1311.8867) grad_norm 238.8760 (198.5666) embed_mse 1267.3177 (1310.7988) mask_bce 0.2443 (0.2465) mask_dice 0.8375 (0.8414) mem 21941MB +[2025-12-25 10:15:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][550/1573] eta 0:08:59 lr 0.000002 time 0.4208 (0.5272) loss 1285.2297 (1311.6732) grad_norm 175.7982 (198.2318) embed_mse 1284.1573 (1310.5854) mask_bce 0.2176 (0.2464) mask_dice 0.8548 (0.8414) mem 21941MB +[2025-12-25 10:15:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][560/1573] eta 0:08:53 lr 0.000002 time 0.4230 (0.5268) loss 1348.8197 (1311.6519) grad_norm 174.9309 (198.2111) embed_mse 1347.7191 (1310.5642) mask_bce 0.2606 (0.2464) mask_dice 0.8399 (0.8413) mem 21941MB +[2025-12-25 10:15:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][570/1573] eta 0:08:48 lr 0.000002 time 0.4274 (0.5270) loss 1342.2672 (1311.7969) grad_norm 263.1732 (199.1260) embed_mse 1341.1680 (1310.7090) mask_bce 0.2485 (0.2464) mask_dice 0.8508 (0.8414) mem 21941MB +[2025-12-25 10:15:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][580/1573] eta 0:08:43 lr 0.000002 time 1.4737 (0.5272) loss 1346.5807 (1311.7568) grad_norm 156.7992 (198.5382) embed_mse 1345.5144 (1310.6689) mask_bce 0.1997 (0.2464) mask_dice 0.8666 (0.8414) mem 21941MB +[2025-12-25 10:15:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][590/1573] eta 0:08:37 lr 0.000002 time 0.4271 (0.5259) loss 1237.3972 (1311.3895) grad_norm 210.2307 (198.6983) embed_mse 1236.3534 (1310.3017) mask_bce 0.2072 (0.2465) mask_dice 0.8366 (0.8414) mem 21941MB +[2025-12-25 10:15:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][600/1573] eta 0:08:31 lr 0.000002 time 0.4303 (0.5261) loss 1299.0007 (1311.1777) grad_norm 159.3931 (198.4100) embed_mse 1297.8748 (1310.0899) mask_bce 0.2948 (0.2465) mask_dice 0.8312 (0.8414) mem 21941MB +[2025-12-25 10:15:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][610/1573] eta 0:08:25 lr 0.000002 time 0.4384 (0.5248) loss 1306.2589 (1311.3738) grad_norm 356.6678 (200.4924) embed_mse 1305.1843 (1310.2859) mask_bce 0.2268 (0.2465) mask_dice 0.8478 (0.8414) mem 21941MB +[2025-12-25 10:15:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][620/1573] eta 0:08:18 lr 0.000002 time 0.4333 (0.5233) loss 1271.1953 (1311.1255) grad_norm 193.1925 (200.3976) embed_mse 1270.1229 (1310.0377) mask_bce 0.2178 (0.2465) mask_dice 0.8546 (0.8413) mem 21941MB +[2025-12-25 10:15:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][630/1573] eta 0:08:13 lr 0.000002 time 0.4394 (0.5229) loss 1314.6417 (1310.9749) grad_norm 252.6692 (201.0677) embed_mse 1313.5967 (1309.8874) mask_bce 0.1620 (0.2460) mask_dice 0.8830 (0.8416) mem 21941MB +[2025-12-25 10:15:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][640/1573] eta 0:08:06 lr 0.000002 time 0.4247 (0.5216) loss 1296.7673 (1311.2890) grad_norm 224.9377 (201.3927) embed_mse 1295.6942 (1310.2016) mask_bce 0.2468 (0.2459) mask_dice 0.8263 (0.8415) mem 21941MB +[2025-12-25 10:15:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][650/1573] eta 0:08:00 lr 0.000002 time 0.4275 (0.5203) loss 1344.5815 (1311.4331) grad_norm 248.5799 (201.9753) embed_mse 1343.4402 (1310.3458) mask_bce 0.3232 (0.2458) mask_dice 0.8181 (0.8415) mem 21941MB +[2025-12-25 10:15:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][660/1573] eta 0:07:53 lr 0.000002 time 0.4645 (0.5191) loss 1249.4858 (1311.4476) grad_norm 214.0089 (202.1221) embed_mse 1248.4352 (1310.3605) mask_bce 0.2077 (0.2454) mask_dice 0.8430 (0.8417) mem 21941MB +[2025-12-25 10:15:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][670/1573] eta 0:07:48 lr 0.000002 time 0.4311 (0.5188) loss 1292.5764 (1311.4715) grad_norm 168.5372 (201.7174) embed_mse 1291.4764 (1310.3841) mask_bce 0.2672 (0.2457) mask_dice 0.8328 (0.8417) mem 21941MB +[2025-12-25 10:16:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][680/1573] eta 0:07:44 lr 0.000002 time 0.4545 (0.5206) loss 1251.4526 (1311.3660) grad_norm 173.5461 (202.2513) embed_mse 1250.3562 (1310.2786) mask_bce 0.2522 (0.2457) mask_dice 0.8443 (0.8417) mem 21941MB +[2025-12-25 10:16:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][690/1573] eta 0:07:38 lr 0.000002 time 0.4276 (0.5196) loss 1399.2274 (1311.7302) grad_norm 267.0513 (203.0048) embed_mse 1398.1337 (1310.6428) mask_bce 0.2370 (0.2456) mask_dice 0.8568 (0.8418) mem 21941MB +[2025-12-25 10:16:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][700/1573] eta 0:07:32 lr 0.000002 time 0.4497 (0.5183) loss 1333.7338 (1311.6915) grad_norm 266.6100 (203.7359) embed_mse 1332.6141 (1310.6037) mask_bce 0.2785 (0.2460) mask_dice 0.8412 (0.8418) mem 21941MB +[2025-12-25 10:16:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][710/1573] eta 0:07:26 lr 0.000002 time 0.4243 (0.5171) loss 1316.0007 (1311.5951) grad_norm 198.0811 (203.6717) embed_mse 1314.8983 (1310.5072) mask_bce 0.2677 (0.2462) mask_dice 0.8347 (0.8417) mem 21941MB +[2025-12-25 10:16:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][720/1573] eta 0:07:21 lr 0.000002 time 0.4465 (0.5171) loss 1296.7943 (1311.5833) grad_norm 139.9062 (203.5650) embed_mse 1295.7233 (1310.4954) mask_bce 0.2497 (0.2463) mask_dice 0.8214 (0.8416) mem 21941MB +[2025-12-25 10:16:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][730/1573] eta 0:07:16 lr 0.000002 time 0.4278 (0.5176) loss 1273.5328 (1311.4752) grad_norm 150.5106 (202.9819) embed_mse 1272.4340 (1310.3874) mask_bce 0.2501 (0.2463) mask_dice 0.8487 (0.8416) mem 21941MB +[2025-12-25 10:16:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][740/1573] eta 0:07:10 lr 0.000002 time 0.4300 (0.5164) loss 1278.5944 (1311.6293) grad_norm 264.1367 (203.6467) embed_mse 1277.5066 (1310.5414) mask_bce 0.2539 (0.2463) mask_dice 0.8338 (0.8416) mem 21941MB +[2025-12-25 10:16:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][750/1573] eta 0:07:04 lr 0.000002 time 0.4242 (0.5152) loss 1255.0325 (1311.8076) grad_norm 405.2735 (205.8147) embed_mse 1253.9194 (1310.7197) mask_bce 0.2461 (0.2462) mask_dice 0.8669 (0.8417) mem 21941MB +[2025-12-25 10:16:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][760/1573] eta 0:06:57 lr 0.000002 time 0.4292 (0.5141) loss 1327.1799 (1312.0307) grad_norm 301.6151 (207.4230) embed_mse 1326.1177 (1310.9426) mask_bce 0.2126 (0.2463) mask_dice 0.8497 (0.8418) mem 21941MB +[2025-12-25 10:16:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][770/1573] eta 0:06:52 lr 0.000002 time 0.4361 (0.5131) loss 1420.4713 (1312.3489) grad_norm 213.1499 (207.4826) embed_mse 1419.3711 (1311.2610) mask_bce 0.2696 (0.2460) mask_dice 0.8306 (0.8419) mem 21941MB +[2025-12-25 10:16:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][780/1573] eta 0:06:47 lr 0.000002 time 0.4776 (0.5133) loss 1332.7605 (1312.2383) grad_norm 175.2187 (207.1500) embed_mse 1331.6847 (1311.1504) mask_bce 0.2404 (0.2460) mask_dice 0.8353 (0.8419) mem 21941MB +[2025-12-25 10:16:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][790/1573] eta 0:06:41 lr 0.000002 time 0.4293 (0.5124) loss 1314.8936 (1312.1247) grad_norm 211.0703 (207.1900) embed_mse 1313.8082 (1311.0369) mask_bce 0.2382 (0.2460) mask_dice 0.8472 (0.8419) mem 21941MB +[2025-12-25 10:17:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][800/1573] eta 0:06:36 lr 0.000002 time 0.4273 (0.5131) loss 1352.6816 (1312.2711) grad_norm 159.9188 (207.1464) embed_mse 1351.5874 (1311.1833) mask_bce 0.2798 (0.2460) mask_dice 0.8145 (0.8418) mem 21941MB +[2025-12-25 10:17:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][810/1573] eta 0:06:31 lr 0.000002 time 0.4258 (0.5136) loss 1314.2142 (1312.2924) grad_norm 177.9285 (206.8571) embed_mse 1313.1135 (1311.2045) mask_bce 0.2786 (0.2462) mask_dice 0.8221 (0.8417) mem 21941MB +[2025-12-25 10:17:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][820/1573] eta 0:06:25 lr 0.000002 time 0.4223 (0.5126) loss 1322.8717 (1312.3025) grad_norm 162.3023 (206.4203) embed_mse 1321.7893 (1311.2146) mask_bce 0.2446 (0.2462) mask_dice 0.8377 (0.8416) mem 21941MB +[2025-12-25 10:17:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][830/1573] eta 0:06:20 lr 0.000002 time 0.4616 (0.5118) loss 1262.4429 (1312.2540) grad_norm 220.3723 (206.5558) embed_mse 1261.3260 (1311.1662) mask_bce 0.2734 (0.2461) mask_dice 0.8434 (0.8417) mem 21941MB +[2025-12-25 10:17:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][840/1573] eta 0:06:14 lr 0.000002 time 0.4587 (0.5110) loss 1314.9052 (1312.5852) grad_norm 188.3729 (206.4166) embed_mse 1313.8203 (1311.4976) mask_bce 0.2291 (0.2459) mask_dice 0.8559 (0.8417) mem 21941MB +[2025-12-25 10:17:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][850/1573] eta 0:06:08 lr 0.000002 time 0.4350 (0.5102) loss 1322.8645 (1312.6524) grad_norm 267.6990 (206.9948) embed_mse 1321.7577 (1311.5649) mask_bce 0.2535 (0.2457) mask_dice 0.8533 (0.8417) mem 21941MB +[2025-12-25 10:17:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][860/1573] eta 0:06:03 lr 0.000002 time 0.4287 (0.5094) loss 1268.3076 (1312.5631) grad_norm 196.2935 (206.8947) embed_mse 1267.2778 (1311.4758) mask_bce 0.1930 (0.2456) mask_dice 0.8368 (0.8417) mem 21941MB +[2025-12-25 10:17:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][870/1573] eta 0:05:57 lr 0.000002 time 0.4311 (0.5085) loss 1299.4751 (1312.4399) grad_norm 184.0305 (206.6831) embed_mse 1298.3926 (1311.3526) mask_bce 0.2007 (0.2455) mask_dice 0.8819 (0.8418) mem 21941MB +[2025-12-25 10:17:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][880/1573] eta 0:05:51 lr 0.000002 time 0.4320 (0.5076) loss 1276.0665 (1312.3697) grad_norm 166.2743 (205.9382) embed_mse 1275.0029 (1311.2824) mask_bce 0.2260 (0.2456) mask_dice 0.8376 (0.8417) mem 21941MB +[2025-12-25 10:17:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][890/1573] eta 0:05:46 lr 0.000002 time 0.4787 (0.5070) loss 1295.2991 (1312.3840) grad_norm 148.2308 (205.4183) embed_mse 1294.2396 (1311.2967) mask_bce 0.2192 (0.2455) mask_dice 0.8402 (0.8418) mem 21941MB +[2025-12-25 10:17:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][900/1573] eta 0:05:40 lr 0.000002 time 0.4294 (0.5065) loss 1331.0129 (1312.4275) grad_norm 243.3742 (205.7572) embed_mse 1329.9701 (1311.3402) mask_bce 0.1700 (0.2455) mask_dice 0.8728 (0.8418) mem 21941MB +[2025-12-25 10:17:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][910/1573] eta 0:05:35 lr 0.000002 time 0.5186 (0.5058) loss 1301.4537 (1312.6505) grad_norm 163.3317 (205.3818) embed_mse 1300.3713 (1311.5632) mask_bce 0.2596 (0.2456) mask_dice 0.8229 (0.8417) mem 21941MB +[2025-12-25 10:17:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][920/1573] eta 0:05:29 lr 0.000002 time 0.4349 (0.5051) loss 1388.3986 (1312.7128) grad_norm 167.1376 (205.2507) embed_mse 1387.3138 (1311.6255) mask_bce 0.2358 (0.2456) mask_dice 0.8489 (0.8417) mem 21941MB +[2025-12-25 10:18:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][930/1573] eta 0:05:24 lr 0.000002 time 0.4735 (0.5046) loss 1308.4542 (1312.7269) grad_norm 186.9337 (205.0928) embed_mse 1307.3848 (1311.6397) mask_bce 0.2236 (0.2454) mask_dice 0.8458 (0.8418) mem 21941MB +[2025-12-25 10:18:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][940/1573] eta 0:05:19 lr 0.000002 time 0.4508 (0.5042) loss 1282.9260 (1312.4598) grad_norm 144.8528 (204.5779) embed_mse 1281.8298 (1311.3725) mask_bce 0.2276 (0.2454) mask_dice 0.8686 (0.8418) mem 21941MB +[2025-12-25 10:18:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][950/1573] eta 0:05:13 lr 0.000002 time 0.4424 (0.5035) loss 1302.1250 (1312.5327) grad_norm 214.5760 (204.6627) embed_mse 1301.0929 (1311.4456) mask_bce 0.2185 (0.2453) mask_dice 0.8136 (0.8418) mem 21941MB +[2025-12-25 10:18:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][960/1573] eta 0:05:08 lr 0.000002 time 0.4327 (0.5040) loss 1283.4523 (1312.5851) grad_norm 226.8038 (205.0356) embed_mse 1282.3591 (1311.4979) mask_bce 0.2360 (0.2453) mask_dice 0.8572 (0.8418) mem 21941MB +[2025-12-25 10:18:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][970/1573] eta 0:05:03 lr 0.000002 time 0.4253 (0.5032) loss 1313.2729 (1312.6628) grad_norm 169.0695 (204.7384) embed_mse 1312.1948 (1311.5758) mask_bce 0.2527 (0.2453) mask_dice 0.8255 (0.8418) mem 21941MB +[2025-12-25 10:18:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][980/1573] eta 0:04:57 lr 0.000002 time 0.4277 (0.5025) loss 1275.2200 (1312.4471) grad_norm 291.4206 (205.4489) embed_mse 1274.1439 (1311.3602) mask_bce 0.2611 (0.2453) mask_dice 0.8150 (0.8417) mem 21941MB +[2025-12-25 10:18:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][990/1573] eta 0:04:52 lr 0.000002 time 0.4258 (0.5017) loss 1328.2728 (1312.6528) grad_norm 191.6144 (205.3364) embed_mse 1327.2227 (1311.5660) mask_bce 0.2102 (0.2451) mask_dice 0.8400 (0.8417) mem 21941MB +[2025-12-25 10:18:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1000/1573] eta 0:04:47 lr 0.000002 time 0.4348 (0.5010) loss 1283.8623 (1312.5623) grad_norm 207.8488 (205.3371) embed_mse 1282.7729 (1311.4755) mask_bce 0.2527 (0.2451) mask_dice 0.8366 (0.8417) mem 21941MB +[2025-12-25 10:18:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1010/1573] eta 0:04:41 lr 0.000002 time 0.4238 (0.5004) loss 1270.5502 (1312.2897) grad_norm 166.7211 (205.0306) embed_mse 1269.4371 (1311.2029) mask_bce 0.2836 (0.2452) mask_dice 0.8294 (0.8417) mem 21941MB +[2025-12-25 10:18:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1020/1573] eta 0:04:36 lr 0.000002 time 0.4222 (0.4997) loss 1351.4532 (1312.1546) grad_norm 160.8215 (204.6825) embed_mse 1350.3693 (1311.0678) mask_bce 0.2399 (0.2451) mask_dice 0.8442 (0.8417) mem 21941MB +[2025-12-25 10:18:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1030/1573] eta 0:04:32 lr 0.000002 time 0.4338 (0.5018) loss 1292.8839 (1312.1006) grad_norm 267.4658 (205.1730) embed_mse 1291.8250 (1311.0138) mask_bce 0.1905 (0.2451) mask_dice 0.8685 (0.8417) mem 21941MB +[2025-12-25 10:18:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1040/1573] eta 0:04:27 lr 0.000002 time 0.4292 (0.5011) loss 1364.7897 (1312.2713) grad_norm 175.7318 (206.0329) embed_mse 1363.6842 (1311.1845) mask_bce 0.2711 (0.2451) mask_dice 0.8344 (0.8417) mem 21941MB +[2025-12-25 10:18:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1050/1573] eta 0:04:21 lr 0.000002 time 0.4260 (0.5005) loss 1227.8754 (1312.0588) grad_norm 167.2679 (205.7370) embed_mse 1226.7753 (1310.9721) mask_bce 0.2399 (0.2450) mask_dice 0.8602 (0.8418) mem 21941MB +[2025-12-25 10:19:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1060/1573] eta 0:04:16 lr 0.000002 time 0.4400 (0.4998) loss 1327.0540 (1312.1443) grad_norm 184.6362 (205.5771) embed_mse 1325.9868 (1311.0576) mask_bce 0.2153 (0.2449) mask_dice 0.8518 (0.8419) mem 21941MB +[2025-12-25 10:19:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1070/1573] eta 0:04:11 lr 0.000002 time 0.4228 (0.4996) loss 1273.9664 (1312.0745) grad_norm 165.3863 (205.2750) embed_mse 1272.8925 (1310.9878) mask_bce 0.2175 (0.2448) mask_dice 0.8566 (0.8419) mem 21941MB +[2025-12-25 10:19:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1080/1573] eta 0:04:05 lr 0.000002 time 0.4222 (0.4989) loss 1332.2299 (1312.1467) grad_norm 178.6237 (205.3623) embed_mse 1331.0360 (1311.0598) mask_bce 0.3313 (0.2449) mask_dice 0.8626 (0.8419) mem 21941MB +[2025-12-25 10:19:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1090/1573] eta 0:04:00 lr 0.000002 time 0.4217 (0.4983) loss 1301.5784 (1312.1154) grad_norm 157.2744 (205.0087) embed_mse 1300.5049 (1311.0285) mask_bce 0.2260 (0.2450) mask_dice 0.8475 (0.8419) mem 21941MB +[2025-12-25 10:19:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1100/1573] eta 0:03:55 lr 0.000002 time 0.4202 (0.4977) loss 1337.6946 (1312.2542) grad_norm 214.7508 (205.0798) embed_mse 1336.5781 (1311.1673) mask_bce 0.3153 (0.2450) mask_dice 0.8012 (0.8419) mem 21941MB +[2025-12-25 10:19:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1110/1573] eta 0:03:50 lr 0.000002 time 0.8454 (0.4975) loss 1326.6752 (1312.2578) grad_norm 176.8078 (204.8749) embed_mse 1325.6013 (1311.1707) mask_bce 0.2425 (0.2450) mask_dice 0.8314 (0.8420) mem 21941MB +[2025-12-25 10:19:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1120/1573] eta 0:03:45 lr 0.000002 time 1.7684 (0.4981) loss 1278.6603 (1312.2922) grad_norm 250.9549 (205.3631) embed_mse 1277.5854 (1311.2050) mask_bce 0.2349 (0.2452) mask_dice 0.8399 (0.8421) mem 21941MB +[2025-12-25 10:19:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1130/1573] eta 0:03:40 lr 0.000002 time 0.4501 (0.4979) loss 1310.9750 (1312.2215) grad_norm 258.7926 (205.7420) embed_mse 1309.9141 (1311.1343) mask_bce 0.2222 (0.2451) mask_dice 0.8386 (0.8421) mem 21941MB +[2025-12-25 10:19:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1140/1573] eta 0:03:35 lr 0.000002 time 0.4275 (0.4985) loss 1292.8038 (1312.2928) grad_norm 217.5537 (205.8252) embed_mse 1291.7400 (1311.2056) mask_bce 0.2350 (0.2452) mask_dice 0.8289 (0.8420) mem 21941MB +[2025-12-25 10:19:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1150/1573] eta 0:03:30 lr 0.000002 time 0.4389 (0.4980) loss 1356.3800 (1312.3032) grad_norm 294.9936 (206.4487) embed_mse 1355.2942 (1311.2160) mask_bce 0.2397 (0.2452) mask_dice 0.8462 (0.8420) mem 21941MB +[2025-12-25 10:19:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1160/1573] eta 0:03:25 lr 0.000002 time 0.4259 (0.4975) loss 1373.2714 (1312.2139) grad_norm 156.7144 (205.7819) embed_mse 1372.1930 (1311.1266) mask_bce 0.2177 (0.2453) mask_dice 0.8606 (0.8420) mem 21941MB +[2025-12-25 10:19:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1170/1573] eta 0:03:20 lr 0.000002 time 0.4430 (0.4970) loss 1273.5089 (1312.3266) grad_norm 166.1334 (205.5103) embed_mse 1272.4548 (1311.2392) mask_bce 0.2354 (0.2454) mask_dice 0.8186 (0.8420) mem 21941MB +[2025-12-25 10:19:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1180/1573] eta 0:03:15 lr 0.000002 time 0.4455 (0.4966) loss 1331.2607 (1312.2638) grad_norm 159.2157 (205.1954) embed_mse 1330.1506 (1311.1763) mask_bce 0.2992 (0.2456) mask_dice 0.8109 (0.8419) mem 21941MB +[2025-12-25 10:20:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1190/1573] eta 0:03:10 lr 0.000002 time 0.5048 (0.4968) loss 1285.8770 (1312.1814) grad_norm 284.1519 (205.7289) embed_mse 1284.8225 (1311.0940) mask_bce 0.2081 (0.2455) mask_dice 0.8464 (0.8419) mem 21941MB +[2025-12-25 10:20:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1200/1573] eta 0:03:05 lr 0.000002 time 0.4332 (0.4972) loss 1283.8806 (1312.0443) grad_norm 225.4955 (205.6727) embed_mse 1282.8127 (1310.9569) mask_bce 0.2085 (0.2454) mask_dice 0.8593 (0.8420) mem 21941MB +[2025-12-25 10:20:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1210/1573] eta 0:03:00 lr 0.000002 time 0.4540 (0.4978) loss 1357.5073 (1312.1465) grad_norm 191.2272 (205.5770) embed_mse 1356.4281 (1311.0589) mask_bce 0.2366 (0.2455) mask_dice 0.8426 (0.8420) mem 21941MB +[2025-12-25 10:20:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1220/1573] eta 0:02:55 lr 0.000002 time 0.4516 (0.4974) loss 1285.5458 (1312.0415) grad_norm 219.4341 (205.6682) embed_mse 1284.4749 (1310.9541) mask_bce 0.2319 (0.2455) mask_dice 0.8391 (0.8419) mem 21941MB +[2025-12-25 10:20:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1230/1573] eta 0:02:50 lr 0.000002 time 0.4552 (0.4984) loss 1302.0699 (1312.0575) grad_norm 161.6669 (205.3806) embed_mse 1300.9384 (1310.9700) mask_bce 0.2915 (0.2455) mask_dice 0.8401 (0.8420) mem 21941MB +[2025-12-25 10:20:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1240/1573] eta 0:02:45 lr 0.000002 time 0.4342 (0.4980) loss 1321.1768 (1312.0917) grad_norm 263.1784 (205.7071) embed_mse 1320.0813 (1311.0042) mask_bce 0.2641 (0.2456) mask_dice 0.8312 (0.8419) mem 21941MB +[2025-12-25 10:20:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1250/1573] eta 0:02:41 lr 0.000002 time 0.4679 (0.5000) loss 1348.4784 (1312.0602) grad_norm 220.6679 (205.8030) embed_mse 1347.3989 (1310.9728) mask_bce 0.2506 (0.2454) mask_dice 0.8288 (0.8419) mem 21941MB +[2025-12-25 10:20:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1260/1573] eta 0:02:36 lr 0.000002 time 0.4745 (0.4998) loss 1311.8185 (1312.1049) grad_norm 191.9750 (205.7149) embed_mse 1310.7150 (1311.0174) mask_bce 0.2654 (0.2455) mask_dice 0.8382 (0.8420) mem 21941MB +[2025-12-25 10:20:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1270/1573] eta 0:02:31 lr 0.000002 time 0.4331 (0.4994) loss 1290.6869 (1312.1172) grad_norm 205.4266 (205.7131) embed_mse 1289.6064 (1311.0298) mask_bce 0.2324 (0.2454) mask_dice 0.8481 (0.8420) mem 21941MB +[2025-12-25 10:20:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1280/1573] eta 0:02:27 lr 0.000002 time 1.9924 (0.5038) loss 1272.7268 (1312.1555) grad_norm 161.3110 (205.1234) embed_mse 1271.6714 (1311.0682) mask_bce 0.2049 (0.2453) mask_dice 0.8505 (0.8420) mem 21941MB +[2025-12-25 10:21:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1290/1573] eta 0:02:22 lr 0.000002 time 0.4411 (0.5034) loss 1267.7550 (1312.0756) grad_norm 166.6890 (204.8847) embed_mse 1266.6459 (1310.9882) mask_bce 0.2819 (0.2454) mask_dice 0.8272 (0.8420) mem 21941MB +[2025-12-25 10:21:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1300/1573] eta 0:02:17 lr 0.000002 time 0.4283 (0.5047) loss 1296.2635 (1312.1328) grad_norm 227.2122 (205.0225) embed_mse 1295.1530 (1311.0454) mask_bce 0.2888 (0.2455) mask_dice 0.8217 (0.8420) mem 21941MB +[2025-12-25 10:21:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1310/1573] eta 0:02:13 lr 0.000002 time 0.4308 (0.5074) loss 1338.7397 (1311.9894) grad_norm 192.2384 (204.9440) embed_mse 1337.6307 (1310.9020) mask_bce 0.2818 (0.2454) mask_dice 0.8271 (0.8420) mem 21941MB +[2025-12-25 10:21:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1320/1573] eta 0:02:08 lr 0.000002 time 0.4377 (0.5077) loss 1296.7528 (1311.8568) grad_norm 190.9776 (205.0284) embed_mse 1295.6903 (1310.7694) mask_bce 0.2225 (0.2455) mask_dice 0.8400 (0.8419) mem 21941MB +[2025-12-25 10:21:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1330/1573] eta 0:02:03 lr 0.000002 time 0.4293 (0.5072) loss 1298.1572 (1311.8390) grad_norm 188.4563 (204.9285) embed_mse 1297.0701 (1310.7517) mask_bce 0.2296 (0.2453) mask_dice 0.8575 (0.8420) mem 21941MB +[2025-12-25 10:21:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1340/1573] eta 0:01:58 lr 0.000002 time 0.4307 (0.5073) loss 1241.9814 (1311.8229) grad_norm 176.3633 (204.7575) embed_mse 1240.8988 (1310.7356) mask_bce 0.2377 (0.2453) mask_dice 0.8450 (0.8420) mem 21941MB +[2025-12-25 10:21:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1350/1573] eta 0:01:53 lr 0.000002 time 0.4356 (0.5067) loss 1320.0245 (1311.7624) grad_norm 145.0388 (204.4020) embed_mse 1318.9280 (1310.6752) mask_bce 0.2625 (0.2451) mask_dice 0.8340 (0.8420) mem 21941MB +[2025-12-25 10:21:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1360/1573] eta 0:01:47 lr 0.000002 time 0.4468 (0.5064) loss 1278.9678 (1311.8004) grad_norm 183.0138 (203.9412) embed_mse 1277.8248 (1310.7131) mask_bce 0.3347 (0.2453) mask_dice 0.8083 (0.8420) mem 21941MB +[2025-12-25 10:21:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1370/1573] eta 0:01:43 lr 0.000002 time 3.3837 (0.5080) loss 1322.4038 (1311.8364) grad_norm 165.2295 (203.7148) embed_mse 1321.3313 (1310.7492) mask_bce 0.2524 (0.2454) mask_dice 0.8200 (0.8419) mem 21941MB +[2025-12-25 10:21:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1380/1573] eta 0:01:38 lr 0.000002 time 0.4296 (0.5085) loss 1322.8418 (1311.9552) grad_norm 258.7283 (204.0347) embed_mse 1321.7393 (1310.8678) mask_bce 0.2657 (0.2455) mask_dice 0.8368 (0.8419) mem 21941MB +[2025-12-25 10:21:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1390/1573] eta 0:01:32 lr 0.000002 time 0.4226 (0.5080) loss 1337.0344 (1311.8065) grad_norm 193.9901 (203.9766) embed_mse 1335.9639 (1310.7192) mask_bce 0.2260 (0.2454) mask_dice 0.8446 (0.8419) mem 21941MB +[2025-12-25 10:22:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1400/1573] eta 0:01:28 lr 0.000002 time 0.4243 (0.5101) loss 1314.8020 (1311.7511) grad_norm 162.1433 (204.1005) embed_mse 1313.7007 (1310.6639) mask_bce 0.2785 (0.2453) mask_dice 0.8228 (0.8419) mem 21941MB +[2025-12-25 10:22:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1410/1573] eta 0:01:23 lr 0.000002 time 0.4325 (0.5101) loss 1311.1774 (1311.6867) grad_norm 152.5073 (203.8074) embed_mse 1310.0953 (1310.5994) mask_bce 0.2359 (0.2454) mask_dice 0.8461 (0.8419) mem 21941MB +[2025-12-25 10:22:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1420/1573] eta 0:01:18 lr 0.000002 time 3.7581 (0.5118) loss 1395.6091 (1311.9069) grad_norm 173.6667 (203.6371) embed_mse 1394.4963 (1310.8195) mask_bce 0.2597 (0.2454) mask_dice 0.8531 (0.8419) mem 21941MB +[2025-12-25 10:22:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1430/1573] eta 0:01:13 lr 0.000002 time 0.4286 (0.5114) loss 1306.7766 (1311.9518) grad_norm 184.2514 (203.5282) embed_mse 1305.6227 (1310.8644) mask_bce 0.3540 (0.2455) mask_dice 0.8000 (0.8419) mem 21941MB +[2025-12-25 10:22:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1440/1573] eta 0:01:07 lr 0.000002 time 0.4288 (0.5110) loss 1335.5651 (1311.8243) grad_norm 213.0042 (203.4881) embed_mse 1334.5214 (1310.7371) mask_bce 0.1946 (0.2454) mask_dice 0.8492 (0.8419) mem 21941MB +[2025-12-25 10:22:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1450/1573] eta 0:01:02 lr 0.000002 time 0.4267 (0.5110) loss 1316.5475 (1312.0008) grad_norm 384.9951 (204.4909) embed_mse 1315.4725 (1310.9134) mask_bce 0.2135 (0.2455) mask_dice 0.8615 (0.8419) mem 21941MB +[2025-12-25 10:22:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1460/1573] eta 0:00:57 lr 0.000002 time 0.4259 (0.5105) loss 1376.8741 (1312.0470) grad_norm 180.1570 (204.3572) embed_mse 1375.8282 (1310.9597) mask_bce 0.2075 (0.2454) mask_dice 0.8385 (0.8419) mem 21941MB +[2025-12-25 10:22:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1470/1573] eta 0:00:52 lr 0.000002 time 1.9333 (0.5110) loss 1293.8662 (1312.1385) grad_norm 190.8694 (204.2835) embed_mse 1292.7557 (1311.0509) mask_bce 0.2694 (0.2456) mask_dice 0.8410 (0.8420) mem 21941MB +[2025-12-25 10:22:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1480/1573] eta 0:00:47 lr 0.000002 time 0.4370 (0.5122) loss 1379.9930 (1312.1663) grad_norm 229.0264 (204.2873) embed_mse 1378.9313 (1311.0788) mask_bce 0.1799 (0.2456) mask_dice 0.8818 (0.8420) mem 21941MB +[2025-12-25 10:22:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1490/1573] eta 0:00:42 lr 0.000002 time 0.4334 (0.5117) loss 1281.2946 (1312.1016) grad_norm 159.5338 (204.0467) embed_mse 1280.2227 (1311.0141) mask_bce 0.2180 (0.2455) mask_dice 0.8539 (0.8420) mem 21941MB +[2025-12-25 10:22:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1500/1573] eta 0:00:37 lr 0.000002 time 0.4264 (0.5123) loss 1357.2714 (1312.2649) grad_norm 170.9102 (203.8695) embed_mse 1356.1593 (1311.1773) mask_bce 0.2668 (0.2456) mask_dice 0.8454 (0.8420) mem 21941MB +[2025-12-25 10:23:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1510/1573] eta 0:00:32 lr 0.000002 time 0.4354 (0.5132) loss 1280.3427 (1312.0604) grad_norm 168.4188 (203.6810) embed_mse 1279.2427 (1310.9728) mask_bce 0.2671 (0.2456) mask_dice 0.8329 (0.8420) mem 21941MB +[2025-12-25 10:23:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1520/1573] eta 0:00:27 lr 0.000002 time 0.4249 (0.5127) loss 1307.6106 (1312.0278) grad_norm 183.4362 (203.4881) embed_mse 1306.5078 (1310.9401) mask_bce 0.2635 (0.2456) mask_dice 0.8392 (0.8421) mem 21941MB +[2025-12-25 10:23:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1530/1573] eta 0:00:22 lr 0.000002 time 0.4263 (0.5122) loss 1297.4080 (1312.0631) grad_norm 161.4765 (203.2682) embed_mse 1296.3435 (1310.9755) mask_bce 0.2284 (0.2456) mask_dice 0.8361 (0.8420) mem 21941MB +[2025-12-25 10:23:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1540/1573] eta 0:00:16 lr 0.000002 time 0.4236 (0.5119) loss 1295.5862 (1312.1327) grad_norm 243.0079 (203.4751) embed_mse 1294.5077 (1311.0451) mask_bce 0.2808 (0.2456) mask_dice 0.7977 (0.8420) mem 21941MB +[2025-12-25 10:23:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1550/1573] eta 0:00:11 lr 0.000002 time 0.4309 (0.5119) loss 1306.0704 (1312.2321) grad_norm 212.9566 (203.5243) embed_mse 1304.9586 (1311.1445) mask_bce 0.2570 (0.2456) mask_dice 0.8548 (0.8420) mem 21941MB +[2025-12-25 10:23:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1560/1573] eta 0:00:06 lr 0.000001 time 0.4319 (0.5136) loss 1278.6053 (1312.1777) grad_norm 175.8691 (203.1003) embed_mse 1277.5267 (1311.0901) mask_bce 0.2206 (0.2455) mask_dice 0.8581 (0.8421) mem 21941MB +[2025-12-25 10:23:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1570/1573] eta 0:00:01 lr 0.000001 time 0.4504 (0.5131) loss 1260.5157 (1312.1988) grad_norm 147.3831 (202.8160) embed_mse 1259.4355 (1311.1112) mask_bce 0.2528 (0.2455) mask_dice 0.8274 (0.8421) mem 21941MB +[2025-12-25 10:23:38 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 27 training takes 0:13:27 +[2025-12-25 10:23:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][0/1573] eta 3:14:24 lr 0.000001 time 7.4155 (7.4155) loss 1300.2971 (1300.2971) grad_norm 0.0000 (0.0000) embed_mse 1299.2222 (1299.2222) mask_bce 0.2347 (0.2347) mask_dice 0.8401 (0.8401) mem 21941MB +[2025-12-25 10:23:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][10/1573] eta 0:28:08 lr 0.000001 time 0.4419 (1.0802) loss 1330.9440 (1321.7004) grad_norm 281.1819 (281.1819) embed_mse 1329.8776 (1320.6228) mask_bce 0.2098 (0.2352) mask_dice 0.8566 (0.8423) mem 21941MB +[2025-12-25 10:23:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][20/1573] eta 0:20:04 lr 0.000001 time 0.4318 (0.7753) loss 1330.0840 (1319.3773) grad_norm 205.0755 (243.1287) embed_mse 1329.0034 (1318.2936) mask_bce 0.2054 (0.2401) mask_dice 0.8751 (0.8436) mem 21941MB +[2025-12-25 10:23:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][30/1573] eta 0:17:09 lr 0.000001 time 0.4381 (0.6674) loss 1351.9015 (1315.2750) grad_norm 228.2899 (238.1824) embed_mse 1350.7877 (1314.1880) mask_bce 0.2835 (0.2449) mask_dice 0.8303 (0.8421) mem 21941MB +[2025-12-25 10:24:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][40/1573] eta 0:15:39 lr 0.000001 time 0.4320 (0.6126) loss 1312.5342 (1310.7872) grad_norm 195.9217 (222.1852) embed_mse 1311.4717 (1309.7025) mask_bce 0.2050 (0.2434) mask_dice 0.8575 (0.8413) mem 21941MB +[2025-12-25 10:24:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][50/1573] eta 0:15:35 lr 0.000001 time 0.4283 (0.6144) loss 1308.5723 (1310.8313) grad_norm 239.8487 (225.1291) embed_mse 1307.5022 (1309.7481) mask_bce 0.2351 (0.2418) mask_dice 0.8349 (0.8415) mem 21941MB +[2025-12-25 10:24:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][60/1573] eta 0:14:44 lr 0.000001 time 0.4288 (0.5844) loss 1417.2013 (1311.1726) grad_norm 159.4949 (215.7528) embed_mse 1416.1042 (1310.0888) mask_bce 0.2563 (0.2439) mask_dice 0.8407 (0.8399) mem 21941MB +[2025-12-25 10:24:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][70/1573] eta 0:14:42 lr 0.000001 time 0.4276 (0.5874) loss 1309.8755 (1309.9747) grad_norm 161.0791 (208.9186) embed_mse 1308.7896 (1308.8894) mask_bce 0.2480 (0.2448) mask_dice 0.8381 (0.8405) mem 21941MB +[2025-12-25 10:24:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][80/1573] eta 0:14:39 lr 0.000001 time 0.4288 (0.5893) loss 1310.3846 (1307.9220) grad_norm 214.3850 (217.2812) embed_mse 1309.3258 (1306.8364) mask_bce 0.1732 (0.2441) mask_dice 0.8856 (0.8415) mem 21941MB +[2025-12-25 10:24:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][90/1573] eta 0:14:08 lr 0.000001 time 0.4247 (0.5725) loss 1367.5405 (1309.5532) grad_norm 169.6968 (212.9554) embed_mse 1366.4598 (1308.4682) mask_bce 0.2471 (0.2428) mask_dice 0.8336 (0.8422) mem 21941MB +[2025-12-25 10:24:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][100/1573] eta 0:13:55 lr 0.000001 time 0.4434 (0.5672) loss 1277.5760 (1309.1750) grad_norm 268.0084 (217.5431) embed_mse 1276.4849 (1308.0900) mask_bce 0.2503 (0.2430) mask_dice 0.8409 (0.8419) mem 21941MB +[2025-12-25 10:24:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][110/1573] eta 0:13:32 lr 0.000001 time 0.4316 (0.5551) loss 1296.9027 (1309.4642) grad_norm 184.9524 (215.0362) embed_mse 1295.7687 (1308.3782) mask_bce 0.3031 (0.2436) mask_dice 0.8309 (0.8424) mem 21941MB +[2025-12-25 10:24:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][120/1573] eta 0:13:19 lr 0.000001 time 0.4303 (0.5499) loss 1324.2732 (1310.2808) grad_norm 221.4523 (213.0684) embed_mse 1323.1716 (1309.1937) mask_bce 0.2586 (0.2448) mask_dice 0.8428 (0.8424) mem 21941MB +[2025-12-25 10:24:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][130/1573] eta 0:13:00 lr 0.000001 time 0.4250 (0.5409) loss 1300.3751 (1310.9585) grad_norm 205.0874 (212.5696) embed_mse 1299.2644 (1309.8715) mask_bce 0.2702 (0.2448) mask_dice 0.8406 (0.8423) mem 21941MB +[2025-12-25 10:24:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][140/1573] eta 0:12:47 lr 0.000001 time 0.4408 (0.5354) loss 1337.4186 (1311.6418) grad_norm 157.0766 (209.3053) embed_mse 1336.2966 (1310.5544) mask_bce 0.2952 (0.2452) mask_dice 0.8268 (0.8422) mem 21941MB +[2025-12-25 10:25:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][150/1573] eta 0:13:17 lr 0.000001 time 0.4488 (0.5601) loss 1324.9078 (1310.4658) grad_norm 196.5248 (208.5953) embed_mse 1323.7941 (1309.3782) mask_bce 0.3036 (0.2454) mask_dice 0.8102 (0.8422) mem 21941MB +[2025-12-25 10:25:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][160/1573] eta 0:13:14 lr 0.000001 time 0.4606 (0.5624) loss 1317.2253 (1309.6590) grad_norm 150.4936 (204.7562) embed_mse 1316.1534 (1308.5714) mask_bce 0.2399 (0.2462) mask_dice 0.8321 (0.8413) mem 21941MB +[2025-12-25 10:25:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][170/1573] eta 0:12:58 lr 0.000001 time 0.4267 (0.5548) loss 1356.2587 (1309.7137) grad_norm 320.0604 (210.2469) embed_mse 1355.1652 (1308.6261) mask_bce 0.2540 (0.2463) mask_dice 0.8395 (0.8412) mem 21941MB +[2025-12-25 10:25:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][180/1573] eta 0:13:00 lr 0.000001 time 0.4266 (0.5601) loss 1256.6119 (1309.5633) grad_norm 142.3866 (207.1623) embed_mse 1255.5593 (1308.4757) mask_bce 0.2205 (0.2463) mask_dice 0.8322 (0.8413) mem 21941MB +[2025-12-25 10:25:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][190/1573] eta 0:12:48 lr 0.000001 time 0.4249 (0.5555) loss 1295.7030 (1309.4416) grad_norm 174.2072 (205.7295) embed_mse 1294.6012 (1308.3539) mask_bce 0.2467 (0.2464) mask_dice 0.8551 (0.8412) mem 21941MB +[2025-12-25 10:25:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][200/1573] eta 0:12:34 lr 0.000001 time 0.4273 (0.5492) loss 1347.7223 (1309.7927) grad_norm 167.4538 (206.8797) embed_mse 1346.6664 (1308.7056) mask_bce 0.2179 (0.2458) mask_dice 0.8380 (0.8413) mem 21941MB +[2025-12-25 10:25:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][210/1573] eta 0:12:20 lr 0.000001 time 0.4246 (0.5433) loss 1305.5286 (1310.2124) grad_norm 321.4089 (211.2847) embed_mse 1304.4321 (1309.1254) mask_bce 0.2680 (0.2457) mask_dice 0.8285 (0.8413) mem 21941MB +[2025-12-25 10:25:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][220/1573] eta 0:12:11 lr 0.000001 time 0.4227 (0.5406) loss 1292.5796 (1309.7399) grad_norm 210.6815 (211.2624) embed_mse 1291.5043 (1308.6533) mask_bce 0.2211 (0.2453) mask_dice 0.8542 (0.8413) mem 21941MB +[2025-12-25 10:25:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][230/1573] eta 0:12:07 lr 0.000001 time 0.4345 (0.5417) loss 1280.4204 (1309.9061) grad_norm 210.5410 (211.2366) embed_mse 1279.3354 (1308.8194) mask_bce 0.2318 (0.2455) mask_dice 0.8531 (0.8412) mem 21941MB +[2025-12-25 10:25:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][240/1573] eta 0:11:56 lr 0.000001 time 0.4229 (0.5373) loss 1319.2915 (1310.0610) grad_norm 253.3306 (214.3217) embed_mse 1318.2261 (1308.9745) mask_bce 0.2096 (0.2453) mask_dice 0.8558 (0.8413) mem 21941MB +[2025-12-25 10:25:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][250/1573] eta 0:11:44 lr 0.000001 time 0.4251 (0.5328) loss 1320.8641 (1310.4554) grad_norm 263.3252 (215.9025) embed_mse 1319.7635 (1309.3691) mask_bce 0.2856 (0.2448) mask_dice 0.8149 (0.8414) mem 21941MB +[2025-12-25 10:25:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][260/1573] eta 0:11:34 lr 0.000001 time 0.4194 (0.5292) loss 1304.3962 (1310.5351) grad_norm 236.9731 (216.5609) embed_mse 1303.3568 (1309.4485) mask_bce 0.1869 (0.2451) mask_dice 0.8525 (0.8415) mem 21941MB +[2025-12-25 10:26:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][270/1573] eta 0:11:24 lr 0.000001 time 0.4250 (0.5253) loss 1316.7457 (1310.7741) grad_norm 156.5787 (214.7433) embed_mse 1315.6738 (1309.6876) mask_bce 0.2376 (0.2450) mask_dice 0.8342 (0.8414) mem 21941MB +[2025-12-25 10:26:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][280/1573] eta 0:11:18 lr 0.000001 time 0.4327 (0.5245) loss 1355.8350 (1311.0645) grad_norm 294.2949 (219.3373) embed_mse 1354.7023 (1309.9775) mask_bce 0.3086 (0.2456) mask_dice 0.8241 (0.8414) mem 21941MB +[2025-12-25 10:26:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][290/1573] eta 0:11:08 lr 0.000001 time 0.4211 (0.5212) loss 1373.0433 (1311.6611) grad_norm 280.5344 (221.0372) embed_mse 1371.9612 (1310.5741) mask_bce 0.2544 (0.2454) mask_dice 0.8278 (0.8416) mem 21941MB +[2025-12-25 10:26:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][300/1573] eta 0:10:59 lr 0.000001 time 0.4220 (0.5179) loss 1339.5044 (1311.5275) grad_norm 236.7399 (221.4616) embed_mse 1338.4160 (1310.4405) mask_bce 0.2465 (0.2454) mask_dice 0.8418 (0.8416) mem 21941MB +[2025-12-25 10:26:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][310/1573] eta 0:10:51 lr 0.000001 time 0.4287 (0.5158) loss 1293.5759 (1312.1440) grad_norm 226.5600 (221.5957) embed_mse 1292.4847 (1311.0568) mask_bce 0.2117 (0.2455) mask_dice 0.8796 (0.8417) mem 21941MB +[2025-12-25 10:26:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][320/1573] eta 0:10:43 lr 0.000001 time 0.4241 (0.5133) loss 1275.0405 (1312.0704) grad_norm 180.1849 (219.7538) embed_mse 1273.9725 (1310.9830) mask_bce 0.2229 (0.2459) mask_dice 0.8451 (0.8416) mem 21941MB +[2025-12-25 10:26:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][330/1573] eta 0:10:34 lr 0.000001 time 0.4270 (0.5109) loss 1314.5538 (1312.2694) grad_norm 188.5229 (218.9920) embed_mse 1313.4452 (1311.1817) mask_bce 0.2634 (0.2460) mask_dice 0.8452 (0.8416) mem 21941MB +[2025-12-25 10:26:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][340/1573] eta 0:10:27 lr 0.000001 time 0.4186 (0.5087) loss 1320.1495 (1313.0416) grad_norm 162.0879 (217.6372) embed_mse 1319.0723 (1311.9537) mask_bce 0.2260 (0.2460) mask_dice 0.8513 (0.8419) mem 21941MB +[2025-12-25 10:26:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][350/1573] eta 0:10:19 lr 0.000001 time 0.4272 (0.5064) loss 1329.3138 (1312.8165) grad_norm 189.3056 (216.9783) embed_mse 1328.2297 (1311.7288) mask_bce 0.2397 (0.2457) mask_dice 0.8445 (0.8419) mem 21941MB +[2025-12-25 10:26:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][360/1573] eta 0:10:15 lr 0.000001 time 0.4374 (0.5074) loss 1320.3755 (1313.2846) grad_norm 323.6716 (217.6741) embed_mse 1319.2573 (1312.1969) mask_bce 0.2386 (0.2459) mask_dice 0.8796 (0.8418) mem 21941MB +[2025-12-25 10:26:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][370/1573] eta 0:10:07 lr 0.000001 time 0.4244 (0.5053) loss 1264.1106 (1313.3350) grad_norm 184.0978 (216.9442) embed_mse 1263.0223 (1312.2473) mask_bce 0.2521 (0.2460) mask_dice 0.8362 (0.8417) mem 21941MB +[2025-12-25 10:26:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][380/1573] eta 0:10:00 lr 0.000001 time 0.4226 (0.5035) loss 1302.0089 (1312.9686) grad_norm 264.5349 (217.9568) embed_mse 1300.9427 (1311.8812) mask_bce 0.2362 (0.2455) mask_dice 0.8300 (0.8419) mem 21941MB +[2025-12-25 10:26:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][390/1573] eta 0:09:53 lr 0.000001 time 0.4216 (0.5015) loss 1402.7961 (1312.7798) grad_norm 153.8262 (216.6207) embed_mse 1401.6937 (1311.6927) mask_bce 0.2542 (0.2452) mask_dice 0.8483 (0.8419) mem 21941MB +[2025-12-25 10:26:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][400/1573] eta 0:09:46 lr 0.000001 time 0.4243 (0.4996) loss 1315.0710 (1313.1517) grad_norm 268.0737 (218.8377) embed_mse 1313.9646 (1312.0640) mask_bce 0.2759 (0.2456) mask_dice 0.8306 (0.8421) mem 21941MB +[2025-12-25 10:27:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][410/1573] eta 0:09:39 lr 0.000001 time 0.4226 (0.4979) loss 1274.9121 (1312.5424) grad_norm 191.3099 (218.2979) embed_mse 1273.8506 (1311.4550) mask_bce 0.2146 (0.2454) mask_dice 0.8470 (0.8420) mem 21941MB +[2025-12-25 10:27:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][420/1573] eta 0:09:37 lr 0.000001 time 0.4258 (0.5011) loss 1337.4966 (1312.7806) grad_norm 155.1523 (217.0836) embed_mse 1336.4166 (1311.6931) mask_bce 0.2341 (0.2454) mask_dice 0.8458 (0.8421) mem 21941MB +[2025-12-25 10:27:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][430/1573] eta 0:09:34 lr 0.000001 time 0.4231 (0.5027) loss 1317.0375 (1312.5377) grad_norm 180.4486 (216.3924) embed_mse 1315.9600 (1311.4505) mask_bce 0.2424 (0.2449) mask_dice 0.8351 (0.8423) mem 21941MB +[2025-12-25 10:27:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][440/1573] eta 0:09:28 lr 0.000001 time 0.4331 (0.5014) loss 1289.5178 (1312.4137) grad_norm 165.7017 (216.5261) embed_mse 1288.4349 (1311.3269) mask_bce 0.2254 (0.2445) mask_dice 0.8574 (0.8423) mem 21941MB +[2025-12-25 10:27:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][450/1573] eta 0:09:21 lr 0.000001 time 0.4225 (0.4998) loss 1332.2505 (1312.2875) grad_norm 174.1615 (215.7696) embed_mse 1331.1526 (1311.2006) mask_bce 0.2668 (0.2444) mask_dice 0.8311 (0.8424) mem 21941MB +[2025-12-25 10:27:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][460/1573] eta 0:09:14 lr 0.000001 time 0.4267 (0.4982) loss 1343.9973 (1312.3003) grad_norm 178.1783 (215.1101) embed_mse 1342.8379 (1311.2135) mask_bce 0.3030 (0.2443) mask_dice 0.8564 (0.8425) mem 21941MB +[2025-12-25 10:27:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][470/1573] eta 0:09:09 lr 0.000001 time 0.4330 (0.4982) loss 1339.7738 (1312.9988) grad_norm 220.5003 (215.2030) embed_mse 1338.6877 (1311.9121) mask_bce 0.2276 (0.2442) mask_dice 0.8585 (0.8425) mem 21941MB +[2025-12-25 10:27:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][480/1573] eta 0:09:03 lr 0.000001 time 0.4511 (0.4970) loss 1311.0986 (1312.6860) grad_norm 250.4600 (215.9109) embed_mse 1310.0189 (1311.5989) mask_bce 0.2275 (0.2445) mask_dice 0.8522 (0.8426) mem 21941MB +[2025-12-25 10:27:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][490/1573] eta 0:08:57 lr 0.000001 time 0.4557 (0.4960) loss 1315.1052 (1312.6509) grad_norm 202.0496 (215.6837) embed_mse 1314.0059 (1311.5639) mask_bce 0.2617 (0.2444) mask_dice 0.8378 (0.8426) mem 21941MB +[2025-12-25 10:27:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][500/1573] eta 0:08:51 lr 0.000001 time 0.5115 (0.4953) loss 1338.9635 (1312.4976) grad_norm 189.3247 (215.2585) embed_mse 1337.8859 (1311.4106) mask_bce 0.2426 (0.2446) mask_dice 0.8351 (0.8424) mem 21941MB +[2025-12-25 10:27:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][510/1573] eta 0:08:45 lr 0.000001 time 0.4208 (0.4940) loss 1258.5085 (1312.8298) grad_norm 187.1591 (214.8125) embed_mse 1257.4210 (1311.7427) mask_bce 0.2492 (0.2446) mask_dice 0.8382 (0.8424) mem 21941MB +[2025-12-25 10:27:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][520/1573] eta 0:08:38 lr 0.000001 time 0.4283 (0.4927) loss 1314.2516 (1312.2022) grad_norm 252.7237 (214.6028) embed_mse 1313.1576 (1311.1150) mask_bce 0.2586 (0.2447) mask_dice 0.8354 (0.8425) mem 21941MB +[2025-12-25 10:27:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][530/1573] eta 0:08:32 lr 0.000001 time 0.4269 (0.4915) loss 1263.4133 (1312.0034) grad_norm 216.1809 (214.6267) embed_mse 1262.2954 (1310.9164) mask_bce 0.2834 (0.2445) mask_dice 0.8344 (0.8425) mem 21941MB +[2025-12-25 10:28:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][540/1573] eta 0:08:26 lr 0.000001 time 0.4210 (0.4903) loss 1273.7007 (1312.1348) grad_norm 166.4871 (213.9082) embed_mse 1272.6302 (1311.0479) mask_bce 0.2261 (0.2445) mask_dice 0.8444 (0.8424) mem 21941MB +[2025-12-25 10:28:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][550/1573] eta 0:08:20 lr 0.000001 time 0.4295 (0.4891) loss 1214.3291 (1311.6713) grad_norm 170.2618 (213.2663) embed_mse 1213.2485 (1310.5844) mask_bce 0.2486 (0.2446) mask_dice 0.8320 (0.8423) mem 21941MB +[2025-12-25 10:28:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][560/1573] eta 0:08:14 lr 0.000001 time 0.4240 (0.4880) loss 1293.4818 (1311.4398) grad_norm 168.5446 (212.9861) embed_mse 1292.4296 (1310.3529) mask_bce 0.2114 (0.2446) mask_dice 0.8408 (0.8423) mem 21941MB +[2025-12-25 10:28:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][570/1573] eta 0:08:09 lr 0.000001 time 0.4287 (0.4875) loss 1288.1752 (1311.7240) grad_norm 155.3148 (212.1738) embed_mse 1287.0892 (1310.6372) mask_bce 0.2593 (0.2446) mask_dice 0.8266 (0.8422) mem 21941MB +[2025-12-25 10:28:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][580/1573] eta 0:08:04 lr 0.000001 time 0.4238 (0.4877) loss 1324.7324 (1311.5896) grad_norm 232.2928 (212.4533) embed_mse 1323.6626 (1310.5029) mask_bce 0.2300 (0.2445) mask_dice 0.8398 (0.8422) mem 21941MB +[2025-12-25 10:28:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][590/1573] eta 0:07:58 lr 0.000001 time 0.4206 (0.4867) loss 1340.5481 (1311.6430) grad_norm 197.2659 (212.2452) embed_mse 1339.4713 (1310.5563) mask_bce 0.2467 (0.2444) mask_dice 0.8301 (0.8423) mem 21941MB +[2025-12-25 10:28:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][600/1573] eta 0:07:53 lr 0.000001 time 0.4273 (0.4871) loss 1329.8383 (1311.6194) grad_norm 204.8542 (211.4686) embed_mse 1328.6534 (1310.5327) mask_bce 0.3180 (0.2444) mask_dice 0.8669 (0.8423) mem 21941MB +[2025-12-25 10:28:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][610/1573] eta 0:07:52 lr 0.000001 time 0.4217 (0.4908) loss 1349.0352 (1311.8997) grad_norm 164.5097 (210.8507) embed_mse 1347.9575 (1310.8127) mask_bce 0.2210 (0.2446) mask_dice 0.8567 (0.8424) mem 21941MB +[2025-12-25 10:28:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][620/1573] eta 0:07:46 lr 0.000001 time 0.4286 (0.4898) loss 1265.3274 (1311.5164) grad_norm 222.4020 (211.0007) embed_mse 1264.2415 (1310.4295) mask_bce 0.2454 (0.2444) mask_dice 0.8406 (0.8425) mem 21941MB +[2025-12-25 10:28:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][630/1573] eta 0:07:41 lr 0.000001 time 0.4238 (0.4889) loss 1311.6350 (1311.4575) grad_norm 303.2693 (212.1837) embed_mse 1310.5704 (1310.3707) mask_bce 0.2243 (0.2444) mask_dice 0.8403 (0.8424) mem 21941MB +[2025-12-25 10:28:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][640/1573] eta 0:07:35 lr 0.000001 time 0.4232 (0.4879) loss 1338.1559 (1311.5927) grad_norm 192.9610 (211.2855) embed_mse 1337.0813 (1310.5058) mask_bce 0.2314 (0.2446) mask_dice 0.8432 (0.8423) mem 21941MB +[2025-12-25 10:28:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][650/1573] eta 0:07:29 lr 0.000001 time 0.4206 (0.4870) loss 1305.6171 (1311.7947) grad_norm 204.0961 (211.1968) embed_mse 1304.5121 (1310.7080) mask_bce 0.2759 (0.2444) mask_dice 0.8291 (0.8423) mem 21941MB +[2025-12-25 10:28:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][660/1573] eta 0:07:23 lr 0.000001 time 0.4229 (0.4862) loss 1343.6274 (1311.8718) grad_norm 162.4880 (210.6028) embed_mse 1342.5244 (1310.7853) mask_bce 0.2747 (0.2442) mask_dice 0.8283 (0.8423) mem 21941MB +[2025-12-25 10:29:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][670/1573] eta 0:07:20 lr 0.000001 time 0.4255 (0.4878) loss 1286.5972 (1312.1467) grad_norm 245.8342 (211.0272) embed_mse 1285.5256 (1311.0598) mask_bce 0.2354 (0.2445) mask_dice 0.8361 (0.8424) mem 21941MB +[2025-12-25 10:29:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][680/1573] eta 0:07:17 lr 0.000001 time 0.4342 (0.4902) loss 1254.0414 (1311.9174) grad_norm 144.9343 (210.6892) embed_mse 1252.9258 (1310.8306) mask_bce 0.2756 (0.2445) mask_dice 0.8400 (0.8423) mem 21941MB +[2025-12-25 10:29:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][690/1573] eta 0:07:12 lr 0.000001 time 0.4247 (0.4893) loss 1281.2925 (1311.9698) grad_norm 147.6117 (209.9557) embed_mse 1280.2092 (1310.8829) mask_bce 0.2274 (0.2447) mask_dice 0.8559 (0.8423) mem 21941MB +[2025-12-25 10:29:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][700/1573] eta 0:07:06 lr 0.000001 time 0.4243 (0.4884) loss 1259.5667 (1312.1367) grad_norm 176.2673 (209.5685) embed_mse 1258.4987 (1311.0500) mask_bce 0.2218 (0.2443) mask_dice 0.8462 (0.8424) mem 21941MB +[2025-12-25 10:29:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][710/1573] eta 0:07:00 lr 0.000001 time 0.4245 (0.4875) loss 1303.8228 (1312.0408) grad_norm 167.5454 (209.0910) embed_mse 1302.7460 (1310.9541) mask_bce 0.2466 (0.2445) mask_dice 0.8302 (0.8423) mem 21941MB +[2025-12-25 10:29:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][720/1573] eta 0:06:55 lr 0.000001 time 0.4223 (0.4866) loss 1267.8322 (1312.0933) grad_norm 253.4140 (209.4760) embed_mse 1266.7708 (1311.0066) mask_bce 0.2398 (0.2444) mask_dice 0.8216 (0.8423) mem 21941MB +[2025-12-25 10:29:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][730/1573] eta 0:06:49 lr 0.000001 time 0.4243 (0.4858) loss 1300.7743 (1311.9545) grad_norm 216.9996 (209.5586) embed_mse 1299.6918 (1310.8677) mask_bce 0.2382 (0.2446) mask_dice 0.8444 (0.8422) mem 21941MB +[2025-12-25 10:29:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][740/1573] eta 0:06:43 lr 0.000001 time 0.4238 (0.4850) loss 1363.4114 (1312.0422) grad_norm 164.8559 (209.0727) embed_mse 1362.3279 (1310.9554) mask_bce 0.2490 (0.2447) mask_dice 0.8344 (0.8421) mem 21941MB +[2025-12-25 10:29:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][750/1573] eta 0:06:38 lr 0.000001 time 0.4239 (0.4842) loss 1287.8125 (1312.2511) grad_norm 235.5432 (209.3574) embed_mse 1286.7415 (1311.1645) mask_bce 0.2293 (0.2444) mask_dice 0.8418 (0.8422) mem 21941MB +[2025-12-25 10:29:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][760/1573] eta 0:06:36 lr 0.000001 time 0.4522 (0.4874) loss 1263.6599 (1312.1963) grad_norm 236.5942 (209.2800) embed_mse 1262.5883 (1311.1098) mask_bce 0.2217 (0.2443) mask_dice 0.8500 (0.8422) mem 21941MB +[2025-12-25 10:29:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][770/1573] eta 0:06:30 lr 0.000001 time 0.4304 (0.4868) loss 1277.6862 (1312.1498) grad_norm 285.2446 (210.0713) embed_mse 1276.5599 (1311.0631) mask_bce 0.2499 (0.2446) mask_dice 0.8763 (0.8421) mem 21941MB +[2025-12-25 10:29:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][780/1573] eta 0:06:25 lr 0.000001 time 0.4350 (0.4863) loss 1279.4572 (1312.0414) grad_norm 184.2532 (209.8051) embed_mse 1278.3485 (1310.9545) mask_bce 0.2797 (0.2448) mask_dice 0.8289 (0.8421) mem 21941MB +[2025-12-25 10:30:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][790/1573] eta 0:06:20 lr 0.000001 time 0.4265 (0.4855) loss 1390.4120 (1312.0328) grad_norm 168.1139 (209.3797) embed_mse 1389.3102 (1310.9460) mask_bce 0.2577 (0.2447) mask_dice 0.8441 (0.8421) mem 21941MB +[2025-12-25 10:30:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][800/1573] eta 0:06:14 lr 0.000001 time 0.4244 (0.4849) loss 1216.3933 (1312.0385) grad_norm 206.4376 (209.1147) embed_mse 1215.3116 (1310.9516) mask_bce 0.2338 (0.2448) mask_dice 0.8479 (0.8422) mem 21941MB +[2025-12-25 10:30:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][810/1573] eta 0:06:09 lr 0.000001 time 0.4220 (0.4842) loss 1305.0927 (1311.9946) grad_norm 183.6515 (208.8626) embed_mse 1304.0116 (1310.9076) mask_bce 0.2439 (0.2449) mask_dice 0.8372 (0.8421) mem 21941MB +[2025-12-25 10:30:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][820/1573] eta 0:06:06 lr 0.000001 time 0.4286 (0.4867) loss 1362.4344 (1312.0096) grad_norm 199.5497 (208.7713) embed_mse 1361.3561 (1310.9226) mask_bce 0.2236 (0.2449) mask_dice 0.8547 (0.8421) mem 21941MB +[2025-12-25 10:30:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][830/1573] eta 0:06:02 lr 0.000001 time 0.4241 (0.4881) loss 1383.1974 (1312.2669) grad_norm 193.9067 (208.6270) embed_mse 1382.1202 (1311.1799) mask_bce 0.2395 (0.2448) mask_dice 0.8376 (0.8422) mem 21941MB +[2025-12-25 10:30:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][840/1573] eta 0:06:01 lr 0.000001 time 0.4246 (0.4932) loss 1289.1809 (1312.2525) grad_norm 193.9256 (208.8944) embed_mse 1288.0985 (1311.1656) mask_bce 0.2611 (0.2447) mask_dice 0.8213 (0.8422) mem 21941MB +[2025-12-25 10:30:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][850/1573] eta 0:05:56 lr 0.000001 time 0.4525 (0.4927) loss 1345.2014 (1312.4167) grad_norm 172.8815 (208.5546) embed_mse 1344.1150 (1311.3297) mask_bce 0.2425 (0.2447) mask_dice 0.8440 (0.8422) mem 21941MB +[2025-12-25 10:30:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][860/1573] eta 0:05:50 lr 0.000001 time 0.4251 (0.4920) loss 1354.5746 (1312.4785) grad_norm 173.1815 (208.2240) embed_mse 1353.5164 (1311.3917) mask_bce 0.1845 (0.2446) mask_dice 0.8738 (0.8422) mem 21941MB +[2025-12-25 10:30:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][870/1573] eta 0:05:45 lr 0.000001 time 0.4577 (0.4913) loss 1319.3347 (1312.5897) grad_norm 296.9166 (209.0453) embed_mse 1318.1925 (1311.5030) mask_bce 0.3041 (0.2445) mask_dice 0.8381 (0.8422) mem 21941MB +[2025-12-25 10:30:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][880/1573] eta 0:05:40 lr 0.000001 time 0.4228 (0.4906) loss 1348.9348 (1312.5401) grad_norm 272.8996 (209.8634) embed_mse 1347.8467 (1311.4532) mask_bce 0.2402 (0.2447) mask_dice 0.8478 (0.8421) mem 21941MB +[2025-12-25 10:30:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][890/1573] eta 0:05:34 lr 0.000001 time 0.4259 (0.4902) loss 1286.1171 (1312.4351) grad_norm 255.9011 (210.2781) embed_mse 1285.0275 (1311.3483) mask_bce 0.2932 (0.2448) mask_dice 0.7964 (0.8420) mem 21941MB +[2025-12-25 10:30:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][900/1573] eta 0:05:29 lr 0.000001 time 0.4417 (0.4896) loss 1312.5675 (1312.3918) grad_norm 204.9626 (210.2307) embed_mse 1311.4944 (1311.3050) mask_bce 0.2316 (0.2447) mask_dice 0.8416 (0.8420) mem 21941MB +[2025-12-25 10:31:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][910/1573] eta 0:05:24 lr 0.000001 time 0.4269 (0.4892) loss 1304.3782 (1312.3630) grad_norm 161.4480 (209.7990) embed_mse 1303.3015 (1311.2762) mask_bce 0.2398 (0.2447) mask_dice 0.8369 (0.8420) mem 21941MB +[2025-12-25 10:31:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][920/1573] eta 0:05:19 lr 0.000001 time 0.4668 (0.4887) loss 1284.9949 (1312.3135) grad_norm 286.2263 (210.7865) embed_mse 1283.9490 (1311.2268) mask_bce 0.1994 (0.2447) mask_dice 0.8466 (0.8420) mem 21941MB +[2025-12-25 10:31:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][930/1573] eta 0:05:13 lr 0.000001 time 0.4394 (0.4883) loss 1355.8763 (1312.2118) grad_norm 190.4731 (210.6114) embed_mse 1354.8093 (1311.1252) mask_bce 0.2119 (0.2446) mask_dice 0.8551 (0.8420) mem 21941MB +[2025-12-25 10:31:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][940/1573] eta 0:05:08 lr 0.000001 time 0.4314 (0.4878) loss 1259.3539 (1312.1194) grad_norm 179.6414 (210.3467) embed_mse 1258.2909 (1311.0328) mask_bce 0.2351 (0.2448) mask_dice 0.8278 (0.8419) mem 21941MB +[2025-12-25 10:31:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][950/1573] eta 0:05:03 lr 0.000001 time 0.4321 (0.4873) loss 1266.2682 (1311.8201) grad_norm 342.9750 (211.4706) embed_mse 1265.1718 (1310.7334) mask_bce 0.2554 (0.2448) mask_dice 0.8410 (0.8419) mem 21941MB +[2025-12-25 10:31:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][960/1573] eta 0:04:58 lr 0.000001 time 0.4254 (0.4867) loss 1334.3237 (1311.7738) grad_norm 169.0686 (210.7254) embed_mse 1333.2336 (1310.6871) mask_bce 0.2572 (0.2448) mask_dice 0.8328 (0.8419) mem 21941MB +[2025-12-25 10:31:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][970/1573] eta 0:04:53 lr 0.000001 time 0.4358 (0.4862) loss 1386.5814 (1311.9729) grad_norm 241.3159 (210.9782) embed_mse 1385.4899 (1310.8862) mask_bce 0.2573 (0.2448) mask_dice 0.8343 (0.8419) mem 21941MB +[2025-12-25 10:31:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][980/1573] eta 0:04:48 lr 0.000001 time 0.4281 (0.4858) loss 1329.3445 (1311.9689) grad_norm 163.4174 (210.5884) embed_mse 1328.2487 (1310.8822) mask_bce 0.2498 (0.2448) mask_dice 0.8461 (0.8419) mem 21941MB +[2025-12-25 10:31:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][990/1573] eta 0:04:42 lr 0.000001 time 0.4376 (0.4854) loss 1322.1202 (1311.9553) grad_norm 238.2594 (210.8134) embed_mse 1320.9987 (1310.8687) mask_bce 0.2835 (0.2448) mask_dice 0.8380 (0.8419) mem 21941MB +[2025-12-25 10:31:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1000/1573] eta 0:04:37 lr 0.000001 time 0.4366 (0.4850) loss 1281.2787 (1311.8818) grad_norm 183.6256 (210.4168) embed_mse 1280.2017 (1310.7951) mask_bce 0.2357 (0.2448) mask_dice 0.8414 (0.8420) mem 21941MB +[2025-12-25 10:31:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1010/1573] eta 0:04:32 lr 0.000001 time 0.4390 (0.4845) loss 1268.4237 (1311.8327) grad_norm 199.4791 (210.3300) embed_mse 1267.3241 (1310.7459) mask_bce 0.2632 (0.2448) mask_dice 0.8364 (0.8420) mem 21941MB +[2025-12-25 10:31:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1020/1573] eta 0:04:27 lr 0.000001 time 0.4378 (0.4841) loss 1316.9698 (1311.6675) grad_norm 185.6897 (210.1359) embed_mse 1315.8949 (1310.5808) mask_bce 0.2358 (0.2447) mask_dice 0.8392 (0.8420) mem 21941MB +[2025-12-25 10:31:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1030/1573] eta 0:04:23 lr 0.000001 time 0.4316 (0.4847) loss 1247.4508 (1311.5133) grad_norm 248.9429 (210.4391) embed_mse 1246.3589 (1310.4265) mask_bce 0.2858 (0.2449) mask_dice 0.8061 (0.8419) mem 21941MB +[2025-12-25 10:32:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1040/1573] eta 0:04:18 lr 0.000001 time 0.4276 (0.4842) loss 1352.3917 (1311.5404) grad_norm 186.1929 (209.9812) embed_mse 1351.3064 (1310.4535) mask_bce 0.2296 (0.2449) mask_dice 0.8558 (0.8419) mem 21941MB +[2025-12-25 10:32:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1050/1573] eta 0:04:13 lr 0.000001 time 0.4292 (0.4849) loss 1319.3120 (1311.6451) grad_norm 179.3060 (209.7471) embed_mse 1318.2440 (1310.5584) mask_bce 0.2252 (0.2448) mask_dice 0.8428 (0.8419) mem 21941MB +[2025-12-25 10:32:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1060/1573] eta 0:04:10 lr 0.000001 time 0.4695 (0.4890) loss 1311.6306 (1311.5988) grad_norm 195.5957 (209.6399) embed_mse 1310.5363 (1310.5120) mask_bce 0.2735 (0.2449) mask_dice 0.8209 (0.8419) mem 21941MB +[2025-12-25 10:32:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1070/1573] eta 0:04:05 lr 0.000001 time 0.4315 (0.4885) loss 1315.1489 (1311.6540) grad_norm 278.9148 (210.1607) embed_mse 1314.0740 (1310.5673) mask_bce 0.2420 (0.2448) mask_dice 0.8330 (0.8419) mem 21941MB +[2025-12-25 10:32:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1080/1573] eta 0:04:00 lr 0.000001 time 0.4759 (0.4881) loss 1368.0291 (1311.8488) grad_norm 188.5437 (210.2629) embed_mse 1366.9679 (1310.7622) mask_bce 0.2152 (0.2447) mask_dice 0.8459 (0.8419) mem 21941MB +[2025-12-25 10:32:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1090/1573] eta 0:03:55 lr 0.000001 time 0.4321 (0.4877) loss 1332.3423 (1311.9066) grad_norm 172.5796 (209.9858) embed_mse 1331.2866 (1310.8199) mask_bce 0.2046 (0.2447) mask_dice 0.8510 (0.8420) mem 21941MB +[2025-12-25 10:32:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1100/1573] eta 0:03:50 lr 0.000001 time 0.4266 (0.4872) loss 1373.8165 (1311.9321) grad_norm 213.4850 (210.0114) embed_mse 1372.7159 (1310.8453) mask_bce 0.2749 (0.2448) mask_dice 0.8257 (0.8421) mem 21941MB +[2025-12-25 10:32:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1110/1573] eta 0:03:45 lr 0.000001 time 0.4333 (0.4868) loss 1312.9558 (1311.8563) grad_norm 239.1987 (210.2229) embed_mse 1311.8842 (1310.7695) mask_bce 0.2378 (0.2447) mask_dice 0.8338 (0.8420) mem 21941MB +[2025-12-25 10:32:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1120/1573] eta 0:03:40 lr 0.000001 time 0.4646 (0.4873) loss 1321.2123 (1312.1042) grad_norm 242.6869 (210.1480) embed_mse 1320.0894 (1311.0174) mask_bce 0.2629 (0.2447) mask_dice 0.8599 (0.8421) mem 21941MB +[2025-12-25 10:32:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1130/1573] eta 0:03:36 lr 0.000001 time 0.4518 (0.4888) loss 1219.0718 (1311.9946) grad_norm 191.5436 (210.0161) embed_mse 1218.0140 (1310.9078) mask_bce 0.2219 (0.2447) mask_dice 0.8358 (0.8421) mem 21941MB +[2025-12-25 10:32:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1140/1573] eta 0:03:32 lr 0.000001 time 0.4344 (0.4907) loss 1283.6738 (1311.9523) grad_norm 163.5239 (209.6886) embed_mse 1282.5870 (1310.8656) mask_bce 0.2440 (0.2446) mask_dice 0.8428 (0.8421) mem 21941MB +[2025-12-25 10:33:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1150/1573] eta 0:03:28 lr 0.000001 time 0.4237 (0.4918) loss 1381.7218 (1312.0469) grad_norm 234.5577 (209.8626) embed_mse 1380.5554 (1310.9600) mask_bce 0.3006 (0.2448) mask_dice 0.8658 (0.8421) mem 21941MB +[2025-12-25 10:33:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1160/1573] eta 0:03:22 lr 0.000001 time 0.4733 (0.4915) loss 1241.6964 (1311.8945) grad_norm 239.9037 (210.1859) embed_mse 1240.6321 (1310.8077) mask_bce 0.2325 (0.2448) mask_dice 0.8318 (0.8421) mem 21941MB +[2025-12-25 10:33:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1170/1573] eta 0:03:17 lr 0.000001 time 0.4264 (0.4910) loss 1333.4865 (1311.7801) grad_norm 169.6418 (209.9082) embed_mse 1332.3809 (1310.6932) mask_bce 0.2370 (0.2447) mask_dice 0.8686 (0.8421) mem 21941MB +[2025-12-25 10:33:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1180/1573] eta 0:03:13 lr 0.000001 time 0.4314 (0.4918) loss 1267.8533 (1311.8826) grad_norm 254.0462 (210.2084) embed_mse 1266.7659 (1310.7957) mask_bce 0.2459 (0.2447) mask_dice 0.8415 (0.8421) mem 21941MB +[2025-12-25 10:33:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1190/1573] eta 0:03:08 lr 0.000001 time 0.4393 (0.4923) loss 1314.8578 (1311.9841) grad_norm 241.2508 (210.4182) embed_mse 1313.7859 (1310.8973) mask_bce 0.2374 (0.2446) mask_dice 0.8345 (0.8422) mem 21941MB +[2025-12-25 10:33:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1200/1573] eta 0:03:03 lr 0.000001 time 0.4336 (0.4919) loss 1357.7582 (1312.1340) grad_norm 232.2953 (210.1053) embed_mse 1356.6783 (1311.0473) mask_bce 0.2279 (0.2444) mask_dice 0.8520 (0.8423) mem 21941MB +[2025-12-25 10:33:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1210/1573] eta 0:02:58 lr 0.000001 time 0.4347 (0.4914) loss 1314.9281 (1311.9641) grad_norm 207.4628 (210.0878) embed_mse 1313.8608 (1310.8774) mask_bce 0.2056 (0.2445) mask_dice 0.8617 (0.8422) mem 21941MB +[2025-12-25 10:33:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1220/1573] eta 0:02:53 lr 0.000001 time 0.4445 (0.4917) loss 1274.2645 (1311.8381) grad_norm 283.5741 (210.5712) embed_mse 1273.1957 (1310.7515) mask_bce 0.1973 (0.2444) mask_dice 0.8715 (0.8422) mem 21941MB +[2025-12-25 10:33:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1230/1573] eta 0:02:48 lr 0.000001 time 0.4338 (0.4913) loss 1270.4279 (1311.6950) grad_norm 233.0183 (210.7179) embed_mse 1269.3348 (1310.6084) mask_bce 0.2726 (0.2443) mask_dice 0.8203 (0.8423) mem 21941MB +[2025-12-25 10:33:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1240/1573] eta 0:02:43 lr 0.000001 time 0.4707 (0.4908) loss 1297.7971 (1311.7626) grad_norm 314.9124 (211.3481) embed_mse 1296.6964 (1310.6760) mask_bce 0.2451 (0.2442) mask_dice 0.8555 (0.8423) mem 21941MB +[2025-12-25 10:33:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1250/1573] eta 0:02:38 lr 0.000001 time 0.4505 (0.4905) loss 1402.3695 (1311.9078) grad_norm 190.2167 (211.2126) embed_mse 1401.2736 (1310.8211) mask_bce 0.2466 (0.2444) mask_dice 0.8494 (0.8423) mem 21941MB +[2025-12-25 10:33:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1260/1573] eta 0:02:33 lr 0.000001 time 0.4431 (0.4900) loss 1320.1298 (1311.8704) grad_norm 220.3058 (211.2706) embed_mse 1319.0667 (1310.7838) mask_bce 0.2171 (0.2444) mask_dice 0.8459 (0.8423) mem 21941MB +[2025-12-25 10:34:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1270/1573] eta 0:02:28 lr 0.000001 time 0.4267 (0.4896) loss 1338.5944 (1311.8772) grad_norm 200.3931 (211.2017) embed_mse 1337.4875 (1310.7906) mask_bce 0.2603 (0.2442) mask_dice 0.8466 (0.8423) mem 21941MB +[2025-12-25 10:34:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1280/1573] eta 0:02:23 lr 0.000001 time 0.4213 (0.4891) loss 1325.0963 (1311.8058) grad_norm 160.6352 (210.8068) embed_mse 1323.9612 (1310.7191) mask_bce 0.3231 (0.2444) mask_dice 0.8122 (0.8423) mem 21941MB +[2025-12-25 10:34:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1290/1573] eta 0:02:18 lr 0.000001 time 0.4262 (0.4890) loss 1275.7542 (1311.7849) grad_norm 202.5012 (210.7552) embed_mse 1274.6707 (1310.6982) mask_bce 0.2554 (0.2444) mask_dice 0.8281 (0.8423) mem 21941MB +[2025-12-25 10:34:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1300/1573] eta 0:02:13 lr 0.000001 time 0.4240 (0.4908) loss 1361.3903 (1311.7907) grad_norm 175.2014 (210.5357) embed_mse 1360.1990 (1310.7040) mask_bce 0.3332 (0.2445) mask_dice 0.8580 (0.8423) mem 21941MB +[2025-12-25 10:34:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1310/1573] eta 0:02:08 lr 0.000001 time 0.4416 (0.4903) loss 1299.5988 (1311.9069) grad_norm 216.1157 (210.5699) embed_mse 1298.5162 (1310.8202) mask_bce 0.2483 (0.2444) mask_dice 0.8342 (0.8423) mem 21941MB +[2025-12-25 10:34:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1320/1573] eta 0:02:03 lr 0.000001 time 0.4291 (0.4899) loss 1336.2074 (1311.9848) grad_norm 159.5961 (210.9101) embed_mse 1334.7517 (1310.8978) mask_bce 0.6026 (0.2447) mask_dice 0.8532 (0.8423) mem 21941MB +[2025-12-25 10:34:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1330/1573] eta 0:01:58 lr 0.000001 time 0.4575 (0.4895) loss 1350.1195 (1312.0480) grad_norm 286.8315 (211.3674) embed_mse 1349.0291 (1310.9610) mask_bce 0.2562 (0.2447) mask_dice 0.8343 (0.8423) mem 21941MB +[2025-12-25 10:34:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1340/1573] eta 0:01:53 lr 0.000001 time 0.4191 (0.4891) loss 1288.0883 (1312.0558) grad_norm 175.9598 (211.1554) embed_mse 1286.9973 (1310.9688) mask_bce 0.2540 (0.2447) mask_dice 0.8369 (0.8423) mem 21941MB +[2025-12-25 10:34:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1350/1573] eta 0:01:48 lr 0.000001 time 0.4285 (0.4886) loss 1257.3329 (1311.8937) grad_norm 158.4677 (210.8418) embed_mse 1256.1013 (1310.8066) mask_bce 0.3776 (0.2447) mask_dice 0.8540 (0.8423) mem 21941MB +[2025-12-25 10:34:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1360/1573] eta 0:01:44 lr 0.000001 time 0.4672 (0.4883) loss 1259.8522 (1311.6916) grad_norm 179.3767 (210.6487) embed_mse 1258.7916 (1310.6044) mask_bce 0.2142 (0.2448) mask_dice 0.8464 (0.8423) mem 21941MB +[2025-12-25 10:34:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1370/1573] eta 0:01:39 lr 0.000001 time 0.4223 (0.4879) loss 1314.1614 (1311.6360) grad_norm 190.8616 (210.5329) embed_mse 1313.1016 (1310.5488) mask_bce 0.1942 (0.2448) mask_dice 0.8656 (0.8424) mem 21941MB +[2025-12-25 10:34:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1380/1573] eta 0:01:34 lr 0.000001 time 0.4205 (0.4875) loss 1311.8348 (1311.7406) grad_norm 223.1781 (210.6065) embed_mse 1310.7594 (1310.6534) mask_bce 0.2367 (0.2449) mask_dice 0.8388 (0.8424) mem 21941MB +[2025-12-25 10:34:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1390/1573] eta 0:01:29 lr 0.000001 time 0.4249 (0.4871) loss 1295.7535 (1311.6608) grad_norm 218.9379 (210.6546) embed_mse 1294.7073 (1310.5736) mask_bce 0.2072 (0.2448) mask_dice 0.8389 (0.8423) mem 21941MB +[2025-12-25 10:35:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1400/1573] eta 0:01:24 lr 0.000001 time 0.4246 (0.4868) loss 1299.4606 (1311.6710) grad_norm 184.5012 (210.3907) embed_mse 1298.3956 (1310.5839) mask_bce 0.2127 (0.2448) mask_dice 0.8523 (0.8423) mem 21941MB +[2025-12-25 10:35:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1410/1573] eta 0:01:19 lr 0.000001 time 0.4284 (0.4864) loss 1285.6901 (1311.6528) grad_norm 244.2888 (210.5833) embed_mse 1284.6333 (1310.5657) mask_bce 0.2250 (0.2447) mask_dice 0.8318 (0.8424) mem 21941MB +[2025-12-25 10:35:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1420/1573] eta 0:01:14 lr 0.000001 time 0.4255 (0.4860) loss 1276.8647 (1311.6233) grad_norm 162.2937 (210.3105) embed_mse 1275.7921 (1310.5362) mask_bce 0.2459 (0.2446) mask_dice 0.8267 (0.8424) mem 21941MB +[2025-12-25 10:35:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1430/1573] eta 0:01:09 lr 0.000001 time 0.4367 (0.4857) loss 1262.3042 (1311.4696) grad_norm 273.0626 (210.6630) embed_mse 1261.2098 (1310.3826) mask_bce 0.2452 (0.2446) mask_dice 0.8492 (0.8424) mem 21941MB +[2025-12-25 10:35:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1440/1573] eta 0:01:04 lr 0.000001 time 0.4849 (0.4857) loss 1312.4777 (1311.3605) grad_norm 197.4450 (210.4007) embed_mse 1311.4133 (1310.2736) mask_bce 0.2132 (0.2445) mask_dice 0.8511 (0.8424) mem 21941MB +[2025-12-25 10:35:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1450/1573] eta 0:00:59 lr 0.000001 time 0.4266 (0.4854) loss 1286.2122 (1311.4473) grad_norm 232.8823 (210.5249) embed_mse 1285.1459 (1310.3604) mask_bce 0.2186 (0.2446) mask_dice 0.8477 (0.8424) mem 21941MB +[2025-12-25 10:35:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1460/1573] eta 0:00:54 lr 0.000001 time 0.4769 (0.4857) loss 1349.6333 (1311.5191) grad_norm 287.0709 (210.9455) embed_mse 1348.5536 (1310.4323) mask_bce 0.2205 (0.2444) mask_dice 0.8593 (0.8424) mem 21941MB +[2025-12-25 10:35:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1470/1573] eta 0:00:50 lr 0.000001 time 0.4426 (0.4855) loss 1347.1499 (1311.5467) grad_norm 226.1885 (211.0288) embed_mse 1346.1014 (1310.4598) mask_bce 0.1991 (0.2445) mask_dice 0.8493 (0.8424) mem 21941MB +[2025-12-25 10:35:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1480/1573] eta 0:00:45 lr 0.000001 time 0.4376 (0.4852) loss 1310.3379 (1311.6413) grad_norm 191.6044 (210.7921) embed_mse 1309.2704 (1310.5544) mask_bce 0.2131 (0.2444) mask_dice 0.8544 (0.8425) mem 21941MB +[2025-12-25 10:35:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1490/1573] eta 0:00:40 lr 0.000001 time 0.4338 (0.4848) loss 1275.5325 (1311.5163) grad_norm 186.0065 (210.6589) embed_mse 1274.4500 (1310.4295) mask_bce 0.2453 (0.2443) mask_dice 0.8371 (0.8425) mem 21941MB +[2025-12-25 10:35:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1500/1573] eta 0:00:35 lr 0.000001 time 0.4270 (0.4846) loss 1337.8893 (1311.6194) grad_norm 260.6453 (210.9262) embed_mse 1336.8026 (1310.5326) mask_bce 0.2493 (0.2444) mask_dice 0.8374 (0.8424) mem 21941MB +[2025-12-25 10:35:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1510/1573] eta 0:00:30 lr 0.000001 time 0.6370 (0.4855) loss 1313.9177 (1311.5786) grad_norm 209.9665 (210.9211) embed_mse 1312.8135 (1310.4918) mask_bce 0.2712 (0.2444) mask_dice 0.8331 (0.8425) mem 21941MB +[2025-12-25 10:35:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1520/1573] eta 0:00:25 lr 0.000001 time 0.4615 (0.4852) loss 1289.1497 (1311.5247) grad_norm 175.9475 (210.4578) embed_mse 1288.0593 (1310.4379) mask_bce 0.2507 (0.2443) mask_dice 0.8397 (0.8424) mem 21941MB +[2025-12-25 10:36:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1530/1573] eta 0:00:20 lr 0.000001 time 0.4550 (0.4871) loss 1342.5253 (1311.5113) grad_norm 143.2714 (210.1061) embed_mse 1341.4270 (1310.4246) mask_bce 0.2653 (0.2443) mask_dice 0.8329 (0.8424) mem 21941MB +[2025-12-25 10:36:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1540/1573] eta 0:00:16 lr 0.000001 time 0.4405 (0.4873) loss 1327.6554 (1311.4470) grad_norm 228.0421 (210.1995) embed_mse 1326.5818 (1310.3603) mask_bce 0.2073 (0.2442) mask_dice 0.8663 (0.8424) mem 21941MB +[2025-12-25 10:36:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1550/1573] eta 0:00:11 lr 0.000001 time 0.4272 (0.4870) loss 1295.7001 (1311.4883) grad_norm 185.1734 (210.0698) embed_mse 1294.6041 (1310.4017) mask_bce 0.2652 (0.2442) mask_dice 0.8307 (0.8424) mem 21941MB +[2025-12-25 10:36:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1560/1573] eta 0:00:06 lr 0.000001 time 2.0398 (0.4877) loss 1327.5398 (1311.5061) grad_norm 215.9449 (210.5844) embed_mse 1326.4814 (1310.4195) mask_bce 0.1853 (0.2442) mask_dice 0.8730 (0.8424) mem 21941MB +[2025-12-25 10:36:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1570/1573] eta 0:00:01 lr 0.000001 time 0.4297 (0.4884) loss 1348.7418 (1311.5894) grad_norm 180.5831 (210.4314) embed_mse 1347.6350 (1310.5027) mask_bce 0.2662 (0.2442) mask_dice 0.8406 (0.8425) mem 21941MB +[2025-12-25 10:36:27 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 28 training takes 0:12:49 +[2025-12-25 10:36:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][0/1573] eta 1:43:59 lr 0.000001 time 3.9665 (3.9665) loss 1368.4027 (1368.4027) grad_norm 0.0000 (0.0000) embed_mse 1367.3108 (1367.3108) mask_bce 0.2264 (0.2264) mask_dice 0.8655 (0.8655) mem 21941MB +[2025-12-25 10:36:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][10/1573] eta 0:29:27 lr 0.000001 time 0.4334 (1.1307) loss 1308.2659 (1303.7576) grad_norm 359.1702 (359.1702) embed_mse 1307.1901 (1302.6719) mask_bce 0.2257 (0.2438) mask_dice 0.8501 (0.8420) mem 21941MB +[2025-12-25 10:36:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][20/1573] eta 0:21:17 lr 0.000001 time 0.8731 (0.8224) loss 1357.9415 (1309.6064) grad_norm 172.6237 (265.8970) embed_mse 1356.8342 (1308.5263) mask_bce 0.2748 (0.2405) mask_dice 0.8325 (0.8396) mem 21941MB +[2025-12-25 10:36:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][30/1573] eta 0:21:33 lr 0.000001 time 0.4609 (0.8382) loss 1334.7283 (1309.5493) grad_norm 146.6029 (226.1323) embed_mse 1333.6400 (1308.4674) mask_bce 0.2514 (0.2425) mask_dice 0.8367 (0.8395) mem 21941MB +[2025-12-25 10:37:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][40/1573] eta 0:20:34 lr 0.000001 time 0.4338 (0.8053) loss 1223.1681 (1307.4873) grad_norm 189.1485 (218.7708) embed_mse 1222.0919 (1306.4042) mask_bce 0.2379 (0.2427) mask_dice 0.8383 (0.8403) mem 21941MB +[2025-12-25 10:37:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][50/1573] eta 0:18:36 lr 0.000001 time 0.4296 (0.7329) loss 1365.4041 (1309.1378) grad_norm 179.7663 (212.2701) embed_mse 1364.2910 (1308.0549) mask_bce 0.2753 (0.2423) mask_dice 0.8378 (0.8406) mem 21941MB +[2025-12-25 10:37:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][60/1573] eta 0:17:56 lr 0.000001 time 0.4338 (0.7112) loss 1290.3081 (1309.7013) grad_norm 322.9329 (228.0790) embed_mse 1289.1960 (1308.6119) mask_bce 0.2802 (0.2491) mask_dice 0.8319 (0.8403) mem 21941MB +[2025-12-25 10:37:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][70/1573] eta 0:16:51 lr 0.000001 time 0.4365 (0.6731) loss 1249.9219 (1310.9062) grad_norm 166.4725 (220.3782) embed_mse 1248.8558 (1309.8152) mask_bce 0.2262 (0.2504) mask_dice 0.8398 (0.8406) mem 21941MB +[2025-12-25 10:37:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][80/1573] eta 0:16:21 lr 0.000001 time 0.4371 (0.6572) loss 1301.1598 (1309.3092) grad_norm 326.9633 (227.7526) embed_mse 1300.0679 (1308.2195) mask_bce 0.2591 (0.2490) mask_dice 0.8329 (0.8407) mem 21941MB +[2025-12-25 10:37:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][90/1573] eta 0:15:42 lr 0.000001 time 0.4453 (0.6352) loss 1304.6007 (1309.4583) grad_norm 178.9971 (223.3203) embed_mse 1303.5029 (1308.3690) mask_bce 0.2780 (0.2490) mask_dice 0.8199 (0.8404) mem 21941MB +[2025-12-25 10:37:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][100/1573] eta 0:15:10 lr 0.000001 time 0.4455 (0.6179) loss 1294.3855 (1309.5199) grad_norm 213.1416 (222.4721) embed_mse 1293.2909 (1308.4314) mask_bce 0.2634 (0.2480) mask_dice 0.8313 (0.8405) mem 21941MB +[2025-12-25 10:37:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][110/1573] eta 0:14:42 lr 0.000001 time 0.4443 (0.6033) loss 1345.2715 (1308.8958) grad_norm 176.2313 (218.9151) embed_mse 1344.1849 (1307.8072) mask_bce 0.2533 (0.2485) mask_dice 0.8332 (0.8402) mem 21941MB +[2025-12-25 10:37:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][120/1573] eta 0:14:18 lr 0.000001 time 0.4763 (0.5908) loss 1299.4241 (1308.7975) grad_norm 183.3498 (211.1700) embed_mse 1298.3314 (1307.7092) mask_bce 0.2693 (0.2488) mask_dice 0.8232 (0.8395) mem 21941MB +[2025-12-25 10:37:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][130/1573] eta 0:13:57 lr 0.000001 time 0.4477 (0.5802) loss 1301.4888 (1308.9050) grad_norm 184.4161 (209.4979) embed_mse 1300.3495 (1307.8164) mask_bce 0.2809 (0.2487) mask_dice 0.8584 (0.8400) mem 21941MB +[2025-12-25 10:37:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][140/1573] eta 0:13:38 lr 0.000001 time 0.4650 (0.5708) loss 1227.3469 (1307.9185) grad_norm 187.6927 (208.2152) embed_mse 1226.2628 (1306.8301) mask_bce 0.2583 (0.2483) mask_dice 0.8258 (0.8401) mem 21941MB +[2025-12-25 10:37:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][150/1573] eta 0:13:21 lr 0.000001 time 0.4384 (0.5632) loss 1329.2435 (1307.2627) grad_norm 211.8045 (208.4146) embed_mse 1328.1299 (1306.1742) mask_bce 0.2880 (0.2486) mask_dice 0.8256 (0.8400) mem 21941MB +[2025-12-25 10:37:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][160/1573] eta 0:13:05 lr 0.000001 time 0.4270 (0.5562) loss 1358.4128 (1307.4095) grad_norm 176.4421 (204.0926) embed_mse 1357.3503 (1306.3195) mask_bce 0.2208 (0.2498) mask_dice 0.8417 (0.8402) mem 21941MB +[2025-12-25 10:38:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][170/1573] eta 0:12:58 lr 0.000001 time 0.4335 (0.5548) loss 1302.0243 (1308.5375) grad_norm 225.3798 (205.1063) embed_mse 1300.9735 (1307.4472) mask_bce 0.1946 (0.2500) mask_dice 0.8562 (0.8403) mem 21941MB +[2025-12-25 10:38:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][180/1573] eta 0:12:43 lr 0.000001 time 0.4387 (0.5484) loss 1303.2629 (1308.2638) grad_norm 228.9141 (206.1885) embed_mse 1302.1803 (1307.1742) mask_bce 0.2430 (0.2492) mask_dice 0.8397 (0.8404) mem 21941MB +[2025-12-25 10:38:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][190/1573] eta 0:12:37 lr 0.000001 time 0.4305 (0.5475) loss 1215.1617 (1307.3783) grad_norm 194.6068 (205.6849) embed_mse 1214.0886 (1306.2891) mask_bce 0.2257 (0.2483) mask_dice 0.8474 (0.8409) mem 21941MB +[2025-12-25 10:38:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][200/1573] eta 0:12:24 lr 0.000001 time 0.4303 (0.5419) loss 1256.1271 (1307.6444) grad_norm 316.3586 (209.4322) embed_mse 1255.0527 (1306.5558) mask_bce 0.2187 (0.2474) mask_dice 0.8556 (0.8412) mem 21941MB +[2025-12-25 10:38:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][210/1573] eta 0:12:11 lr 0.000001 time 0.4285 (0.5367) loss 1322.8503 (1307.6432) grad_norm 158.3018 (207.4656) embed_mse 1321.7427 (1306.5548) mask_bce 0.2795 (0.2472) mask_dice 0.8281 (0.8412) mem 21941MB +[2025-12-25 10:38:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][220/1573] eta 0:11:59 lr 0.000001 time 0.4280 (0.5319) loss 1346.3119 (1307.5120) grad_norm 252.5665 (209.1360) embed_mse 1345.2543 (1306.4239) mask_bce 0.1990 (0.2470) mask_dice 0.8587 (0.8411) mem 21941MB +[2025-12-25 10:38:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][230/1573] eta 0:11:57 lr 0.000001 time 0.4323 (0.5340) loss 1275.9445 (1307.3021) grad_norm 217.0291 (209.4179) embed_mse 1274.8359 (1306.2138) mask_bce 0.2649 (0.2469) mask_dice 0.8436 (0.8413) mem 21941MB +[2025-12-25 10:38:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][240/1573] eta 0:12:00 lr 0.000001 time 0.4257 (0.5402) loss 1322.2343 (1308.0625) grad_norm 187.0342 (206.7295) embed_mse 1321.1407 (1306.9740) mask_bce 0.2636 (0.2471) mask_dice 0.8298 (0.8414) mem 21941MB +[2025-12-25 10:38:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][250/1573] eta 0:11:54 lr 0.000001 time 0.4229 (0.5404) loss 1268.5405 (1308.1432) grad_norm 202.9243 (206.6067) embed_mse 1267.4517 (1307.0543) mask_bce 0.2461 (0.2476) mask_dice 0.8428 (0.8413) mem 21941MB +[2025-12-25 10:38:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][260/1573] eta 0:11:44 lr 0.000001 time 0.4218 (0.5365) loss 1283.9604 (1308.5075) grad_norm 273.2173 (208.6883) embed_mse 1282.8737 (1307.4188) mask_bce 0.2487 (0.2473) mask_dice 0.8380 (0.8414) mem 21941MB +[2025-12-25 10:38:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][270/1573] eta 0:11:33 lr 0.000001 time 0.4283 (0.5325) loss 1310.9977 (1307.9781) grad_norm 171.3394 (207.5565) embed_mse 1309.9325 (1306.8897) mask_bce 0.2158 (0.2471) mask_dice 0.8494 (0.8412) mem 21941MB +[2025-12-25 10:38:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][280/1573] eta 0:11:24 lr 0.000001 time 0.4349 (0.5290) loss 1381.7295 (1308.5515) grad_norm 178.8589 (205.6446) embed_mse 1380.6456 (1307.4633) mask_bce 0.2286 (0.2468) mask_dice 0.8552 (0.8414) mem 21941MB +[2025-12-25 10:39:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][290/1573] eta 0:11:28 lr 0.000001 time 0.4579 (0.5365) loss 1304.9036 (1307.7113) grad_norm 261.9457 (207.2085) embed_mse 1303.8428 (1306.6235) mask_bce 0.2205 (0.2461) mask_dice 0.8404 (0.8418) mem 21941MB +[2025-12-25 10:39:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][300/1573] eta 0:11:23 lr 0.000001 time 0.4541 (0.5371) loss 1290.9198 (1307.1614) grad_norm 168.2264 (206.1549) embed_mse 1289.8453 (1306.0736) mask_bce 0.2314 (0.2459) mask_dice 0.8430 (0.8419) mem 21941MB +[2025-12-25 10:39:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][310/1573] eta 0:11:14 lr 0.000001 time 0.4272 (0.5337) loss 1308.3633 (1307.3024) grad_norm 214.3286 (206.3700) embed_mse 1307.2603 (1306.2145) mask_bce 0.2397 (0.2463) mask_dice 0.8633 (0.8416) mem 21941MB +[2025-12-25 10:39:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][320/1573] eta 0:11:07 lr 0.000001 time 1.2169 (0.5330) loss 1262.8246 (1307.8652) grad_norm 199.6628 (205.9573) embed_mse 1261.7426 (1306.7775) mask_bce 0.2394 (0.2461) mask_dice 0.8426 (0.8417) mem 21941MB +[2025-12-25 10:39:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][330/1573] eta 0:10:59 lr 0.000001 time 0.4356 (0.5309) loss 1292.6154 (1307.3378) grad_norm 203.6586 (205.9012) embed_mse 1291.5586 (1306.2502) mask_bce 0.2234 (0.2459) mask_dice 0.8334 (0.8417) mem 21941MB +[2025-12-25 10:39:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][340/1573] eta 0:10:51 lr 0.000001 time 0.4231 (0.5286) loss 1368.4867 (1307.0816) grad_norm 261.9775 (207.2364) embed_mse 1367.4519 (1305.9942) mask_bce 0.1770 (0.2457) mask_dice 0.8578 (0.8416) mem 21941MB +[2025-12-25 10:39:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][350/1573] eta 0:10:43 lr 0.000001 time 0.4321 (0.5258) loss 1307.3557 (1306.9249) grad_norm 228.1438 (207.7226) embed_mse 1306.2555 (1305.8376) mask_bce 0.2680 (0.2457) mask_dice 0.8323 (0.8416) mem 21941MB +[2025-12-25 10:39:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][360/1573] eta 0:10:42 lr 0.000001 time 0.4306 (0.5301) loss 1328.3320 (1306.8027) grad_norm 173.9220 (205.7564) embed_mse 1327.2787 (1305.7153) mask_bce 0.1902 (0.2458) mask_dice 0.8631 (0.8416) mem 21941MB +[2025-12-25 10:39:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][370/1573] eta 0:10:34 lr 0.000001 time 0.4261 (0.5274) loss 1272.3629 (1306.9866) grad_norm 167.9496 (204.9345) embed_mse 1271.3022 (1305.8992) mask_bce 0.2318 (0.2457) mask_dice 0.8288 (0.8417) mem 21941MB +[2025-12-25 10:39:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][380/1573] eta 0:10:29 lr 0.000001 time 0.4235 (0.5273) loss 1295.3406 (1307.4104) grad_norm 272.3735 (206.3693) embed_mse 1294.2609 (1306.3230) mask_bce 0.2425 (0.2457) mask_dice 0.8373 (0.8417) mem 21941MB +[2025-12-25 10:39:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][390/1573] eta 0:10:26 lr 0.000001 time 0.9629 (0.5293) loss 1238.3887 (1307.3742) grad_norm 160.6047 (205.4159) embed_mse 1237.3156 (1306.2872) mask_bce 0.2337 (0.2453) mask_dice 0.8394 (0.8416) mem 21941MB +[2025-12-25 10:40:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][400/1573] eta 0:10:32 lr 0.000001 time 3.0555 (0.5389) loss 1380.2192 (1308.0288) grad_norm 224.4115 (206.8610) embed_mse 1379.1161 (1306.9415) mask_bce 0.2505 (0.2455) mask_dice 0.8527 (0.8418) mem 21941MB +[2025-12-25 10:40:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][410/1573] eta 0:10:23 lr 0.000001 time 0.4311 (0.5361) loss 1335.2719 (1308.0736) grad_norm 184.9573 (206.4315) embed_mse 1334.1910 (1306.9862) mask_bce 0.2381 (0.2455) mask_dice 0.8428 (0.8418) mem 21941MB +[2025-12-25 10:40:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][420/1573] eta 0:10:17 lr 0.000001 time 0.4425 (0.5353) loss 1308.0795 (1308.5590) grad_norm 189.8685 (206.1130) embed_mse 1307.0078 (1307.4716) mask_bce 0.2052 (0.2457) mask_dice 0.8665 (0.8417) mem 21941MB +[2025-12-25 10:40:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][430/1573] eta 0:10:18 lr 0.000001 time 1.3554 (0.5410) loss 1276.1422 (1308.8761) grad_norm 237.2397 (206.7003) embed_mse 1275.1021 (1307.7892) mask_bce 0.1921 (0.2452) mask_dice 0.8480 (0.8417) mem 21941MB +[2025-12-25 10:40:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][440/1573] eta 0:10:17 lr 0.000001 time 0.4651 (0.5446) loss 1291.7524 (1308.4665) grad_norm 209.5919 (206.8204) embed_mse 1290.6760 (1307.3797) mask_bce 0.2461 (0.2449) mask_dice 0.8303 (0.8419) mem 21941MB +[2025-12-25 10:40:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][450/1573] eta 0:10:08 lr 0.000001 time 0.4257 (0.5422) loss 1318.7085 (1307.9152) grad_norm 252.8315 (207.6420) embed_mse 1317.6632 (1306.8285) mask_bce 0.1985 (0.2449) mask_dice 0.8469 (0.8418) mem 21941MB +[2025-12-25 10:40:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][460/1573] eta 0:10:00 lr 0.000001 time 0.4241 (0.5397) loss 1324.2218 (1307.8473) grad_norm 329.7835 (209.7848) embed_mse 1323.1534 (1306.7606) mask_bce 0.2283 (0.2448) mask_dice 0.8401 (0.8419) mem 21941MB +[2025-12-25 10:40:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][470/1573] eta 0:09:52 lr 0.000001 time 0.4259 (0.5372) loss 1304.5691 (1308.0222) grad_norm 195.1974 (209.5333) embed_mse 1303.4814 (1306.9355) mask_bce 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10:41:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][510/1573] eta 0:09:38 lr 0.000001 time 0.4233 (0.5446) loss 1396.2323 (1308.1123) grad_norm 197.6938 (209.0961) embed_mse 1395.1487 (1307.0257) mask_bce 0.2430 (0.2445) mask_dice 0.8406 (0.8422) mem 21941MB +[2025-12-25 10:41:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][520/1573] eta 0:09:31 lr 0.000001 time 0.4229 (0.5425) loss 1296.5221 (1308.5168) grad_norm 171.7142 (208.4334) embed_mse 1295.4517 (1307.4302) mask_bce 0.2330 (0.2445) mask_dice 0.8375 (0.8422) mem 21941MB +[2025-12-25 10:41:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][530/1573] eta 0:09:23 lr 0.000001 time 0.4256 (0.5407) loss 1259.0627 (1308.3111) grad_norm 242.9177 (208.9559) embed_mse 1257.9666 (1307.2242) mask_bce 0.2660 (0.2446) mask_dice 0.8302 (0.8422) mem 21941MB +[2025-12-25 10:41:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][540/1573] eta 0:09:17 lr 0.000001 time 0.4209 (0.5397) loss 1253.3669 (1308.4616) grad_norm 178.4880 (208.5011) embed_mse 1252.2842 (1307.3750) mask_bce 0.2326 (0.2444) mask_dice 0.8502 (0.8423) mem 21941MB +[2025-12-25 10:41:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][550/1573] eta 0:09:15 lr 0.000001 time 0.4232 (0.5428) loss 1326.3845 (1308.4594) grad_norm 160.4499 (207.7945) embed_mse 1325.3164 (1307.3727) mask_bce 0.2222 (0.2444) mask_dice 0.8460 (0.8422) mem 21941MB +[2025-12-25 10:41:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][560/1573] eta 0:09:12 lr 0.000001 time 0.4211 (0.5450) loss 1322.2146 (1308.4417) grad_norm 147.0836 (206.7854) embed_mse 1321.1399 (1307.3547) mask_bce 0.2217 (0.2448) mask_dice 0.8531 (0.8422) mem 21941MB +[2025-12-25 10:41:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][570/1573] eta 0:09:08 lr 0.000001 time 0.4216 (0.5464) loss 1291.9186 (1308.6471) grad_norm 220.4175 (206.9774) embed_mse 1290.8396 (1307.5600) mask_bce 0.2559 (0.2452) mask_dice 0.8231 (0.8420) mem 21941MB +[2025-12-25 10:41:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][580/1573] eta 0:09:00 lr 0.000001 time 0.4302 (0.5445) loss 1311.4309 (1308.6772) grad_norm 249.0658 (207.5619) embed_mse 1310.3781 (1307.5900) mask_bce 0.2026 (0.2451) mask_dice 0.8502 (0.8421) mem 21941MB +[2025-12-25 10:41:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][590/1573] eta 0:08:57 lr 0.000001 time 0.4276 (0.5468) loss 1287.0597 (1308.8284) grad_norm 192.5589 (207.3564) embed_mse 1285.9899 (1307.7415) mask_bce 0.2472 (0.2450) mask_dice 0.8227 (0.8420) mem 21941MB +[2025-12-25 10:41:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][600/1573] eta 0:08:50 lr 0.000001 time 0.4246 (0.5449) loss 1342.4260 (1309.0785) grad_norm 203.1356 (207.5604) embed_mse 1341.3715 (1307.9916) mask_bce 0.1985 (0.2448) mask_dice 0.8561 (0.8421) mem 21941MB +[2025-12-25 10:42:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][610/1573] eta 0:08:45 lr 0.000001 time 0.4232 (0.5460) loss 1269.0011 (1308.8967) grad_norm 176.7326 (207.1548) embed_mse 1267.9091 (1307.8098) mask_bce 0.2402 (0.2449) mask_dice 0.8518 (0.8420) mem 21941MB +[2025-12-25 10:42:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][620/1573] eta 0:08:42 lr 0.000001 time 0.4231 (0.5487) loss 1301.5254 (1309.0916) grad_norm 155.4968 (206.4839) embed_mse 1300.4652 (1308.0047) mask_bce 0.2020 (0.2447) mask_dice 0.8582 (0.8421) mem 21941MB +[2025-12-25 10:42:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][630/1573] eta 0:08:35 lr 0.000001 time 0.4219 (0.5469) loss 1249.8999 (1309.1325) grad_norm 201.4199 (206.4190) embed_mse 1248.8289 (1308.0454) mask_bce 0.2456 (0.2450) mask_dice 0.8254 (0.8421) mem 21941MB +[2025-12-25 10:42:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][640/1573] eta 0:08:28 lr 0.000001 time 0.4207 (0.5450) loss 1282.5465 (1309.1301) grad_norm 192.6609 (206.2406) embed_mse 1281.4644 (1308.0432) mask_bce 0.2392 (0.2449) mask_dice 0.8430 (0.8421) mem 21941MB +[2025-12-25 10:42:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][650/1573] eta 0:08:28 lr 0.000001 time 0.4207 (0.5506) loss 1398.4469 (1309.4475) grad_norm 205.9693 (206.2373) embed_mse 1397.3523 (1308.3606) mask_bce 0.2635 (0.2449) mask_dice 0.8311 (0.8421) mem 21941MB +[2025-12-25 10:42:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][660/1573] eta 0:08:21 lr 0.000001 time 0.4231 (0.5494) loss 1335.4939 (1309.4862) grad_norm 243.3849 (206.6903) embed_mse 1334.2307 (1308.3991) mask_bce 0.3731 (0.2450) mask_dice 0.8902 (0.8421) mem 21941MB +[2025-12-25 10:42:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][670/1573] eta 0:08:15 lr 0.000001 time 0.4293 (0.5486) loss 1335.1205 (1309.5672) grad_norm 145.0241 (205.9473) embed_mse 1334.0515 (1308.4801) mask_bce 0.2125 (0.2450) mask_dice 0.8566 (0.8421) mem 21941MB +[2025-12-25 10:42:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][680/1573] eta 0:08:09 lr 0.000001 time 0.4674 (0.5483) loss 1277.0110 (1309.4290) grad_norm 219.4738 (206.7361) embed_mse 1275.8961 (1308.3419) mask_bce 0.2936 (0.2451) mask_dice 0.8213 (0.8421) mem 21941MB +[2025-12-25 10:42:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][690/1573] eta 0:08:04 lr 0.000001 time 0.4274 (0.5492) loss 1386.6652 (1309.5915) grad_norm 213.6579 (206.8166) embed_mse 1385.5592 (1308.5045) mask_bce 0.2839 (0.2449) mask_dice 0.8220 (0.8421) mem 21941MB +[2025-12-25 10:42:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][700/1573] eta 0:07:58 lr 0.000001 time 0.4242 (0.5476) loss 1279.0056 (1309.8315) grad_norm 197.5733 (206.7103) embed_mse 1277.8953 (1308.7446) mask_bce 0.2745 (0.2448) mask_dice 0.8358 (0.8421) mem 21941MB +[2025-12-25 10:42:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][710/1573] eta 0:07:51 lr 0.000001 time 0.4275 (0.5461) loss 1351.5381 (1309.7838) grad_norm 204.1106 (206.6808) embed_mse 1350.4309 (1308.6970) mask_bce 0.2703 (0.2447) mask_dice 0.8369 (0.8421) mem 21941MB +[2025-12-25 10:43:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][720/1573] eta 0:07:46 lr 0.000001 time 0.4221 (0.5474) loss 1267.5946 (1309.5505) grad_norm 192.3676 (205.8846) embed_mse 1266.4896 (1308.4635) mask_bce 0.2717 (0.2449) mask_dice 0.8333 (0.8421) mem 21941MB +[2025-12-25 10:43:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][730/1573] eta 0:07:40 lr 0.000001 time 0.4242 (0.5458) loss 1297.3561 (1309.5477) grad_norm 153.0032 (205.3035) embed_mse 1296.2587 (1308.4607) mask_bce 0.2483 (0.2449) mask_dice 0.8491 (0.8421) mem 21941MB +[2025-12-25 10:43:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][740/1573] eta 0:07:35 lr 0.000001 time 0.4279 (0.5473) loss 1304.8562 (1309.7187) grad_norm 192.7694 (205.1672) embed_mse 1303.7942 (1308.6318) mask_bce 0.2098 (0.2448) mask_dice 0.8522 (0.8421) mem 21941MB +[2025-12-25 10:43:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][750/1573] eta 0:07:29 lr 0.000001 time 0.4461 (0.5457) loss 1317.9598 (1309.7826) grad_norm 163.2414 (204.7164) embed_mse 1316.8591 (1308.6956) mask_bce 0.2806 (0.2451) mask_dice 0.8201 (0.8419) mem 21941MB +[2025-12-25 10:43:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][760/1573] eta 0:07:26 lr 0.000001 time 1.8812 (0.5494) loss 1320.2245 (1309.8132) grad_norm 198.1197 (204.4927) embed_mse 1319.1456 (1308.7262) mask_bce 0.2493 (0.2451) mask_dice 0.8295 (0.8419) mem 21941MB +[2025-12-25 10:43:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][770/1573] eta 0:07:19 lr 0.000001 time 0.4322 (0.5478) loss 1267.2386 (1309.7594) grad_norm 247.2779 (204.9384) embed_mse 1266.1522 (1308.6723) mask_bce 0.2362 (0.2451) mask_dice 0.8503 (0.8419) mem 21941MB +[2025-12-25 10:43:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][780/1573] eta 0:07:20 lr 0.000001 time 1.9067 (0.5552) loss 1343.1334 (1309.9133) grad_norm 265.3381 (205.5611) embed_mse 1342.0437 (1308.8262) mask_bce 0.2601 (0.2453) mask_dice 0.8296 (0.8418) mem 21941MB +[2025-12-25 10:43:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][790/1573] eta 0:07:13 lr 0.000001 time 0.4187 (0.5536) loss 1310.1888 (1309.8739) grad_norm 225.8957 (205.7686) embed_mse 1309.1145 (1308.7870) mask_bce 0.2139 (0.2451) mask_dice 0.8604 (0.8418) mem 21941MB +[2025-12-25 10:43:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][800/1573] eta 0:07:06 lr 0.000001 time 0.4257 (0.5521) loss 1372.6132 (1309.7260) grad_norm 138.4479 (204.7572) embed_mse 1371.5526 (1308.6390) mask_bce 0.2071 (0.2451) mask_dice 0.8534 (0.8419) mem 21941MB +[2025-12-25 10:43:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][810/1573] eta 0:07:01 lr 0.000001 time 0.4433 (0.5522) loss 1244.8828 (1309.8420) grad_norm 176.2475 (204.4749) embed_mse 1243.7897 (1308.7550) mask_bce 0.2635 (0.2451) mask_dice 0.8297 (0.8419) mem 21941MB +[2025-12-25 10:43:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][820/1573] eta 0:06:54 lr 0.000001 time 0.4245 (0.5508) loss 1291.2233 (1309.8878) grad_norm 217.4154 (204.6018) embed_mse 1290.1395 (1308.8007) mask_bce 0.2359 (0.2452) mask_dice 0.8478 (0.8420) mem 21941MB +[2025-12-25 10:44:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][830/1573] eta 0:06:49 lr 0.000001 time 0.4202 (0.5508) loss 1354.7278 (1309.8004) grad_norm 165.6729 (204.2238) embed_mse 1353.6401 (1308.7133) mask_bce 0.2474 (0.2451) mask_dice 0.8404 (0.8419) mem 21941MB +[2025-12-25 10:44:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][840/1573] eta 0:06:45 lr 0.000001 time 0.4195 (0.5531) loss 1337.8762 (1309.8769) grad_norm 280.1205 (205.8520) embed_mse 1336.7787 (1308.7894) mask_bce 0.2465 (0.2454) mask_dice 0.8510 (0.8420) mem 21941MB +[2025-12-25 10:44:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][850/1573] eta 0:06:38 lr 0.000001 time 0.4210 (0.5516) loss 1315.4335 (1309.8049) grad_norm 156.7874 (205.3891) embed_mse 1314.3516 (1308.7175) mask_bce 0.2586 (0.2453) mask_dice 0.8234 (0.8420) mem 21941MB +[2025-12-25 10:44:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][860/1573] eta 0:06:32 lr 0.000001 time 0.4391 (0.5501) loss 1310.5381 (1309.7947) grad_norm 167.5243 (205.0352) embed_mse 1309.4547 (1308.7074) mask_bce 0.2483 (0.2453) mask_dice 0.8351 (0.8420) mem 21941MB +[2025-12-25 10:44:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][870/1573] eta 0:06:27 lr 0.000001 time 0.5696 (0.5507) loss 1278.1167 (1309.5961) grad_norm 197.5712 (204.9661) embed_mse 1277.0585 (1308.5089) mask_bce 0.1981 (0.2452) mask_dice 0.8601 (0.8420) mem 21941MB +[2025-12-25 10:44:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][880/1573] eta 0:06:20 lr 0.000001 time 0.4194 (0.5494) loss 1287.3198 (1309.3932) grad_norm 162.7070 (205.4431) embed_mse 1286.2156 (1308.3061) mask_bce 0.2614 (0.2451) mask_dice 0.8427 (0.8420) mem 21941MB +[2025-12-25 10:44:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][890/1573] eta 0:06:16 lr 0.000001 time 0.4195 (0.5511) loss 1342.0668 (1309.3678) grad_norm 184.9965 (205.2589) embed_mse 1340.9318 (1308.2806) mask_bce 0.3041 (0.2452) mask_dice 0.8308 (0.8420) mem 21941MB +[2025-12-25 10:44:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][900/1573] eta 0:06:12 lr 0.000001 time 0.4359 (0.5540) loss 1313.8750 (1309.2707) grad_norm 209.6124 (205.2978) embed_mse 1312.7966 (1308.1836) mask_bce 0.2388 (0.2451) mask_dice 0.8396 (0.8420) mem 21941MB +[2025-12-25 10:44:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][910/1573] eta 0:06:07 lr 0.000001 time 2.0255 (0.5544) loss 1263.9799 (1309.3604) grad_norm 193.9921 (205.1977) embed_mse 1262.9242 (1308.2732) mask_bce 0.1981 (0.2451) mask_dice 0.8576 (0.8420) mem 21941MB +[2025-12-25 10:44:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][920/1573] eta 0:06:01 lr 0.000001 time 0.4226 (0.5530) loss 1310.4867 (1309.3350) grad_norm 278.4670 (205.9944) embed_mse 1309.4198 (1308.2480) mask_bce 0.2052 (0.2450) mask_dice 0.8616 (0.8420) mem 21941MB +[2025-12-25 10:45:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][930/1573] eta 0:05:55 lr 0.000001 time 0.4346 (0.5522) loss 1306.9305 (1309.3663) grad_norm 151.7321 (205.5267) embed_mse 1305.8037 (1308.2793) mask_bce 0.3015 (0.2450) mask_dice 0.8253 (0.8420) mem 21941MB +[2025-12-25 10:45:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][940/1573] eta 0:05:48 lr 0.000001 time 0.4247 (0.5510) loss 1317.2126 (1309.2918) grad_norm 245.6338 (205.8695) embed_mse 1316.1281 (1308.2048) mask_bce 0.2544 (0.2449) mask_dice 0.8302 (0.8420) mem 21941MB +[2025-12-25 10:45:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][950/1573] eta 0:05:43 lr 0.000001 time 0.4698 (0.5517) loss 1292.5093 (1309.2751) grad_norm 163.2504 (205.5083) embed_mse 1291.4241 (1308.1881) mask_bce 0.2666 (0.2451) mask_dice 0.8187 (0.8419) mem 21941MB +[2025-12-25 10:45:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][960/1573] eta 0:05:40 lr 0.000001 time 0.4439 (0.5549) loss 1313.2871 (1309.3871) grad_norm 199.8640 (205.2218) embed_mse 1312.2219 (1308.3002) mask_bce 0.2177 (0.2450) mask_dice 0.8476 (0.8419) mem 21941MB +[2025-12-25 10:45:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][970/1573] eta 0:05:33 lr 0.000001 time 0.4238 (0.5537) loss 1344.2216 (1309.4128) grad_norm 201.1519 (205.1881) embed_mse 1343.1272 (1308.3259) mask_bce 0.2567 (0.2450) mask_dice 0.8376 (0.8419) mem 21941MB +[2025-12-25 10:45:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][980/1573] eta 0:05:28 lr 0.000001 time 0.4241 (0.5539) loss 1337.3209 (1309.4145) grad_norm 185.7037 (205.0284) embed_mse 1336.1163 (1308.3276) mask_bce 0.3380 (0.2450) mask_dice 0.8666 (0.8420) mem 21941MB +[2025-12-25 10:45:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][990/1573] eta 0:05:22 lr 0.000001 time 0.4228 (0.5527) loss 1255.7064 (1309.4131) grad_norm 268.7200 (205.5462) embed_mse 1254.6254 (1308.3262) mask_bce 0.2307 (0.2449) mask_dice 0.8504 (0.8419) mem 21941MB +[2025-12-25 10:45:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1000/1573] eta 0:05:17 lr 0.000001 time 0.4261 (0.5544) loss 1328.6313 (1309.4394) grad_norm 131.6169 (205.6416) embed_mse 1327.4811 (1308.3525) mask_bce 0.3155 (0.2452) mask_dice 0.8347 (0.8418) mem 21941MB +[2025-12-25 10:45:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1010/1573] eta 0:05:11 lr 0.000001 time 0.4301 (0.5532) loss 1366.7491 (1309.5124) grad_norm 193.0029 (205.5413) embed_mse 1365.6620 (1308.4255) mask_bce 0.2417 (0.2451) mask_dice 0.8454 (0.8418) mem 21941MB +[2025-12-25 10:45:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1020/1573] eta 0:05:07 lr 0.000001 time 3.7914 (0.5552) loss 1321.1669 (1309.7819) grad_norm 195.7256 (205.4639) embed_mse 1320.0948 (1308.6949) mask_bce 0.2186 (0.2451) mask_dice 0.8535 (0.8419) mem 21941MB +[2025-12-25 10:46:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1030/1573] eta 0:05:02 lr 0.000001 time 0.4256 (0.5562) loss 1291.7445 (1309.7817) grad_norm 282.7488 (206.0677) embed_mse 1290.6722 (1308.6947) mask_bce 0.2439 (0.2452) mask_dice 0.8284 (0.8418) mem 21941MB +[2025-12-25 10:46:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1040/1573] eta 0:04:58 lr 0.000001 time 5.3181 (0.5597) loss 1276.0851 (1309.8712) grad_norm 157.8708 (205.7301) embed_mse 1275.0023 (1308.7843) mask_bce 0.2406 (0.2452) mask_dice 0.8422 (0.8418) mem 21941MB +[2025-12-25 10:46:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1050/1573] eta 0:04:52 lr 0.000001 time 0.4226 (0.5598) loss 1321.6643 (1309.9850) grad_norm 213.7157 (205.7911) embed_mse 1320.6125 (1308.8981) mask_bce 0.1763 (0.2450) mask_dice 0.8754 (0.8419) mem 21941MB +[2025-12-25 10:46:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1060/1573] eta 0:04:46 lr 0.000001 time 0.4253 (0.5586) loss 1236.3795 (1309.9650) grad_norm 219.0977 (205.8919) embed_mse 1235.3142 (1308.8781) mask_bce 0.2231 (0.2450) mask_dice 0.8421 (0.8419) mem 21941MB +[2025-12-25 10:46:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1070/1573] eta 0:04:40 lr 0.000001 time 0.4608 (0.5578) loss 1317.8943 (1309.9536) grad_norm 166.0251 (205.5921) embed_mse 1316.8037 (1308.8668) mask_bce 0.2633 (0.2449) mask_dice 0.8272 (0.8419) mem 21941MB +[2025-12-25 10:46:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1080/1573] eta 0:04:37 lr 0.000001 time 0.4335 (0.5619) loss 1305.1705 (1309.9557) grad_norm 232.6307 (205.4530) embed_mse 1304.0997 (1308.8689) mask_bce 0.2285 (0.2449) mask_dice 0.8423 (0.8419) mem 21941MB +[2025-12-25 10:46:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1090/1573] eta 0:04:31 lr 0.000001 time 2.2253 (0.5623) loss 1337.5724 (1310.0299) grad_norm 217.1225 (205.5388) embed_mse 1336.4595 (1308.9430) mask_bce 0.2621 (0.2449) mask_dice 0.8508 (0.8419) mem 21941MB +[2025-12-25 10:46:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1100/1573] eta 0:04:25 lr 0.000001 time 0.4230 (0.5611) loss 1383.5278 (1310.1785) grad_norm 193.5398 (205.4512) embed_mse 1382.4277 (1309.0916) mask_bce 0.2740 (0.2449) mask_dice 0.8260 (0.8420) mem 21941MB +[2025-12-25 10:46:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1110/1573] eta 0:04:19 lr 0.000001 time 0.4248 (0.5599) loss 1236.4613 (1310.1638) grad_norm 188.5570 (205.3288) embed_mse 1235.4249 (1309.0770) mask_bce 0.1831 (0.2448) mask_dice 0.8533 (0.8420) mem 21941MB +[2025-12-25 10:46:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1120/1573] eta 0:04:14 lr 0.000001 time 0.4233 (0.5619) loss 1360.5248 (1310.2665) grad_norm 250.2622 (205.6014) embed_mse 1359.4220 (1309.1796) mask_bce 0.2729 (0.2449) mask_dice 0.8300 (0.8419) mem 21941MB +[2025-12-25 10:47:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1130/1573] eta 0:04:09 lr 0.000001 time 0.4230 (0.5625) loss 1326.3989 (1310.2415) grad_norm 176.8259 (205.3973) embed_mse 1325.3154 (1309.1547) mask_bce 0.2656 (0.2449) mask_dice 0.8178 (0.8419) mem 21941MB +[2025-12-25 10:47:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1140/1573] eta 0:04:03 lr 0.000001 time 0.9959 (0.5619) loss 1361.2351 (1310.1406) grad_norm 251.2567 (205.7203) embed_mse 1360.1455 (1309.0537) mask_bce 0.2522 (0.2449) mask_dice 0.8374 (0.8419) mem 21941MB +[2025-12-25 10:47:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1150/1573] eta 0:03:58 lr 0.000001 time 0.4383 (0.5630) loss 1306.9432 (1310.2176) grad_norm 195.5453 (205.6491) embed_mse 1305.8793 (1309.1308) mask_bce 0.2073 (0.2450) mask_dice 0.8566 (0.8419) mem 21941MB +[2025-12-25 10:47:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1160/1573] eta 0:03:52 lr 0.000001 time 0.4217 (0.5619) loss 1217.9016 (1310.2119) grad_norm 180.3613 (205.3381) embed_mse 1216.8173 (1309.1250) mask_bce 0.2450 (0.2450) mask_dice 0.8393 (0.8418) mem 21941MB +[2025-12-25 10:47:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1170/1573] eta 0:03:46 lr 0.000001 time 0.4238 (0.5608) loss 1294.3335 (1310.2117) grad_norm 172.6531 (205.1142) embed_mse 1293.2589 (1309.1249) mask_bce 0.2494 (0.2450) mask_dice 0.8251 (0.8418) mem 21941MB +[2025-12-25 10:47:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1180/1573] eta 0:03:40 lr 0.000001 time 0.4629 (0.5615) loss 1330.3265 (1310.5219) grad_norm 193.8962 (205.0379) embed_mse 1329.2385 (1309.4350) mask_bce 0.2601 (0.2451) mask_dice 0.8279 (0.8418) mem 21941MB +[2025-12-25 10:47:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1190/1573] eta 0:03:34 lr 0.000001 time 0.4356 (0.5613) loss 1295.1229 (1310.4628) grad_norm 247.5435 (205.3251) embed_mse 1294.0663 (1309.3758) mask_bce 0.2280 (0.2453) mask_dice 0.8286 (0.8417) mem 21941MB +[2025-12-25 10:47:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1200/1573] eta 0:03:28 lr 0.000001 time 0.4427 (0.5603) loss 1257.8882 (1310.3908) grad_norm 192.5280 (204.9751) embed_mse 1256.8223 (1309.3039) mask_bce 0.2034 (0.2451) mask_dice 0.8625 (0.8418) mem 21941MB +[2025-12-25 10:47:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1210/1573] eta 0:03:23 lr 0.000001 time 0.4248 (0.5603) loss 1290.1210 (1310.3734) grad_norm 194.9069 (204.9084) embed_mse 1289.0044 (1309.2866) mask_bce 0.2833 (0.2450) mask_dice 0.8333 (0.8418) mem 21941MB +[2025-12-25 10:47:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1220/1573] eta 0:03:17 lr 0.000001 time 0.4679 (0.5605) loss 1354.3147 (1310.5627) grad_norm 147.5175 (204.5308) embed_mse 1353.2389 (1309.4759) mask_bce 0.2438 (0.2449) mask_dice 0.8319 (0.8419) mem 21941MB +[2025-12-25 10:47:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1230/1573] eta 0:03:11 lr 0.000001 time 0.4327 (0.5596) loss 1385.0231 (1310.6044) grad_norm 170.9059 (204.3111) embed_mse 1383.9298 (1309.5175) mask_bce 0.2423 (0.2449) mask_dice 0.8509 (0.8419) mem 21941MB +[2025-12-25 10:48:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1240/1573] eta 0:03:06 lr 0.000001 time 0.4226 (0.5586) loss 1298.5369 (1310.5637) grad_norm 170.8782 (204.7059) embed_mse 1297.4396 (1309.4764) mask_bce 0.2550 (0.2454) mask_dice 0.8423 (0.8419) mem 21941MB +[2025-12-25 10:48:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1250/1573] eta 0:03:01 lr 0.000001 time 0.4256 (0.5613) loss 1272.9647 (1310.4995) grad_norm 265.0781 (205.0930) embed_mse 1271.8427 (1309.4120) mask_bce 0.2787 (0.2456) mask_dice 0.8433 (0.8419) mem 21941MB +[2025-12-25 10:48:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1260/1573] eta 0:02:56 lr 0.000001 time 1.5528 (0.5624) loss 1266.2749 (1310.4959) grad_norm 220.3749 (205.1903) embed_mse 1265.2302 (1309.4084) mask_bce 0.2017 (0.2456) mask_dice 0.8430 (0.8418) mem 21941MB +[2025-12-25 10:48:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1270/1573] eta 0:02:50 lr 0.000001 time 0.4257 (0.5622) loss 1289.5527 (1310.5780) grad_norm 163.0121 (204.9233) embed_mse 1288.5010 (1309.4906) mask_bce 0.1998 (0.2454) mask_dice 0.8521 (0.8419) mem 21941MB +[2025-12-25 10:48:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1280/1573] eta 0:02:44 lr 0.000001 time 0.4470 (0.5618) loss 1296.6252 (1310.5392) grad_norm 273.3897 (205.6808) embed_mse 1295.5564 (1309.4519) mask_bce 0.2314 (0.2455) mask_dice 0.8374 (0.8419) mem 21941MB +[2025-12-25 10:48:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1290/1573] eta 0:02:38 lr 0.000001 time 0.4218 (0.5611) loss 1291.3414 (1310.4167) grad_norm 281.6252 (206.1525) embed_mse 1290.2540 (1309.3292) mask_bce 0.2577 (0.2456) mask_dice 0.8298 (0.8419) mem 21941MB +[2025-12-25 10:48:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1300/1573] eta 0:02:33 lr 0.000001 time 0.8032 (0.5606) loss 1326.5815 (1310.4509) grad_norm 177.8281 (205.9777) embed_mse 1325.5049 (1309.3634) mask_bce 0.2424 (0.2456) mask_dice 0.8342 (0.8419) mem 21941MB +[2025-12-25 10:48:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1310/1573] eta 0:02:28 lr 0.000001 time 2.3599 (0.5641) loss 1323.1088 (1310.3468) grad_norm 176.9818 (205.7998) embed_mse 1322.0381 (1309.2592) mask_bce 0.2295 (0.2457) mask_dice 0.8412 (0.8419) mem 21941MB +[2025-12-25 10:48:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1320/1573] eta 0:02:22 lr 0.000001 time 0.4257 (0.5631) loss 1312.1514 (1310.4810) grad_norm 178.8247 (205.3351) embed_mse 1311.0822 (1309.3935) mask_bce 0.2311 (0.2457) mask_dice 0.8381 (0.8418) mem 21941MB +[2025-12-25 10:48:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1330/1573] eta 0:02:16 lr 0.000001 time 0.4479 (0.5621) loss 1279.5179 (1310.5556) grad_norm 267.7710 (205.7112) embed_mse 1278.4681 (1309.4680) mask_bce 0.1966 (0.2457) mask_dice 0.8532 (0.8419) mem 21941MB +[2025-12-25 10:49:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1340/1573] eta 0:02:10 lr 0.000001 time 0.4256 (0.5611) loss 1273.1039 (1310.5199) grad_norm 172.3443 (205.5114) embed_mse 1271.9912 (1309.4324) mask_bce 0.3051 (0.2457) mask_dice 0.8076 (0.8418) mem 21941MB +[2025-12-25 10:49:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1350/1573] eta 0:02:05 lr 0.000001 time 0.4307 (0.5624) loss 1294.4343 (1310.5359) grad_norm 196.8080 (205.4596) embed_mse 1293.3699 (1309.4481) mask_bce 0.2207 (0.2459) mask_dice 0.8437 (0.8419) mem 21941MB +[2025-12-25 10:49:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1360/1573] eta 0:01:59 lr 0.000001 time 0.4264 (0.5623) loss 1330.2500 (1310.5983) grad_norm 232.6236 (205.4696) embed_mse 1329.1688 (1309.5105) mask_bce 0.2176 (0.2460) mask_dice 0.8637 (0.8418) mem 21941MB +[2025-12-25 10:49:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1370/1573] eta 0:01:54 lr 0.000001 time 0.4178 (0.5620) loss 1348.3867 (1310.5844) grad_norm 154.9299 (205.1740) embed_mse 1347.2888 (1309.4965) mask_bce 0.2700 (0.2461) mask_dice 0.8279 (0.8418) mem 21941MB +[2025-12-25 10:49:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1380/1573] eta 0:01:48 lr 0.000001 time 0.4175 (0.5622) loss 1296.2649 (1310.7308) grad_norm 184.5802 (205.0543) embed_mse 1295.1902 (1309.6429) mask_bce 0.2170 (0.2461) mask_dice 0.8576 (0.8417) mem 21941MB +[2025-12-25 10:49:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1390/1573] eta 0:01:43 lr 0.000001 time 0.4198 (0.5631) loss 1274.8710 (1310.8965) grad_norm 242.0757 (205.2683) embed_mse 1273.7795 (1309.8087) mask_bce 0.2832 (0.2460) mask_dice 0.8082 (0.8418) mem 21941MB +[2025-12-25 10:49:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1400/1573] eta 0:01:37 lr 0.000001 time 0.4177 (0.5633) loss 1265.4053 (1310.8372) grad_norm 291.1348 (205.8708) embed_mse 1264.3210 (1309.7495) mask_bce 0.2515 (0.2460) mask_dice 0.8328 (0.8417) mem 21941MB +[2025-12-25 10:49:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1410/1573] eta 0:01:31 lr 0.000001 time 0.4217 (0.5636) loss 1323.1539 (1310.9827) grad_norm 155.8573 (205.5867) embed_mse 1322.0837 (1309.8949) mask_bce 0.2351 (0.2461) mask_dice 0.8351 (0.8417) mem 21941MB +[2025-12-25 10:49:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1420/1573] eta 0:01:26 lr 0.000001 time 0.4224 (0.5626) loss 1281.3553 (1310.8830) grad_norm 160.1821 (205.3302) embed_mse 1280.2769 (1309.7952) mask_bce 0.2330 (0.2461) mask_dice 0.8455 (0.8417) mem 21941MB +[2025-12-25 10:49:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1430/1573] eta 0:01:21 lr 0.000001 time 0.4217 (0.5669) loss 1243.7555 (1310.8751) grad_norm 183.5517 (205.2078) embed_mse 1242.6666 (1309.7874) mask_bce 0.2560 (0.2460) mask_dice 0.8328 (0.8417) mem 21941MB +[2025-12-25 10:50:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1440/1573] eta 0:01:15 lr 0.000001 time 0.4292 (0.5661) loss 1351.5090 (1310.8803) grad_norm 278.0142 (205.3160) embed_mse 1350.4525 (1309.7927) mask_bce 0.2172 (0.2459) mask_dice 0.8394 (0.8417) mem 21941MB +[2025-12-25 10:50:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1450/1573] eta 0:01:09 lr 0.000001 time 0.4201 (0.5669) loss 1302.7610 (1310.9145) grad_norm 205.9002 (205.3192) embed_mse 1301.6720 (1309.8269) mask_bce 0.2444 (0.2459) mask_dice 0.8446 (0.8417) mem 21941MB +[2025-12-25 10:50:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1460/1573] eta 0:01:03 lr 0.000001 time 0.4187 (0.5660) loss 1267.7622 (1310.8264) grad_norm 146.6460 (204.9969) embed_mse 1266.6829 (1309.7388) mask_bce 0.2590 (0.2458) mask_dice 0.8204 (0.8417) mem 21941MB +[2025-12-25 10:50:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1470/1573] eta 0:00:58 lr 0.000001 time 0.4217 (0.5680) loss 1312.1543 (1310.9092) grad_norm 185.5258 (204.8904) embed_mse 1311.0573 (1309.8214) mask_bce 0.2641 (0.2460) mask_dice 0.8330 (0.8417) mem 21941MB +[2025-12-25 10:50:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1480/1573] eta 0:00:52 lr 0.000001 time 0.4229 (0.5671) loss 1324.8937 (1311.0194) grad_norm 179.4781 (205.0773) embed_mse 1323.8190 (1309.9316) mask_bce 0.2346 (0.2460) mask_dice 0.8401 (0.8417) mem 21941MB +[2025-12-25 10:50:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1490/1573] eta 0:00:47 lr 0.000001 time 0.4257 (0.5666) loss 1298.1418 (1310.9782) grad_norm 186.6374 (204.9782) embed_mse 1297.0348 (1309.8904) mask_bce 0.2752 (0.2460) mask_dice 0.8318 (0.8417) mem 21941MB +[2025-12-25 10:50:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1500/1573] eta 0:00:41 lr 0.000001 time 0.7089 (0.5666) loss 1285.0488 (1310.9892) grad_norm 202.7995 (204.9666) embed_mse 1283.9653 (1309.9015) mask_bce 0.2563 (0.2460) mask_dice 0.8271 (0.8417) mem 21941MB +[2025-12-25 10:50:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1510/1573] eta 0:00:35 lr 0.000001 time 6.4862 (0.5697) loss 1268.1418 (1311.1300) grad_norm 165.3641 (204.7559) embed_mse 1267.0548 (1310.0422) mask_bce 0.2747 (0.2461) mask_dice 0.8124 (0.8417) mem 21941MB +[2025-12-25 10:50:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1520/1573] eta 0:00:30 lr 0.000001 time 0.4207 (0.5696) loss 1357.1771 (1311.0179) grad_norm 299.5251 (204.9569) embed_mse 1356.0995 (1309.9301) mask_bce 0.2378 (0.2461) mask_dice 0.8398 (0.8417) mem 21941MB +[2025-12-25 10:50:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1530/1573] eta 0:00:24 lr 0.000001 time 0.4265 (0.5690) loss 1267.0288 (1310.9826) grad_norm 176.6591 (204.8087) embed_mse 1265.9708 (1309.8948) mask_bce 0.2083 (0.2460) mask_dice 0.8496 (0.8417) mem 21941MB +[2025-12-25 10:51:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1540/1573] eta 0:00:18 lr 0.000001 time 0.4393 (0.5680) loss 1288.0079 (1310.9570) grad_norm 174.7272 (204.6520) embed_mse 1286.9290 (1309.8693) mask_bce 0.2390 (0.2459) mask_dice 0.8400 (0.8417) mem 21941MB +[2025-12-25 10:51:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1550/1573] eta 0:00:13 lr 0.000001 time 0.4559 (0.5691) loss 1233.2178 (1310.9431) grad_norm 221.5479 (204.7396) embed_mse 1232.1301 (1309.8555) mask_bce 0.2515 (0.2459) mask_dice 0.8362 (0.8418) mem 21941MB +[2025-12-25 10:51:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1560/1573] eta 0:00:07 lr 0.000001 time 0.4266 (0.5696) loss 1294.7892 (1310.9547) grad_norm 255.2635 (204.7583) embed_mse 1293.7233 (1309.8672) mask_bce 0.2367 (0.2458) mask_dice 0.8293 (0.8418) mem 21941MB +[2025-12-25 10:51:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1570/1573] eta 0:00:01 lr 0.000001 time 0.4395 (0.5703) loss 1303.3911 (1310.9105) grad_norm 213.6678 (204.8038) embed_mse 1302.3279 (1309.8230) mask_bce 0.2183 (0.2457) mask_dice 0.8449 (0.8418) mem 21941MB +[2025-12-25 10:51:25 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 29 training takes 0:14:57 +[2025-12-25 10:51:25 geometry_finetune_default] (utils.py 296): INFO output_geometry_finetune/es_rv_m/ckpt_epoch_29.pth saving...... +[2025-12-25 10:57:05 geometry_finetune_default] (utils.py 298): INFO output_geometry_finetune/es_rv_m/ckpt_epoch_29.pth saved !!! +[2025-12-25 10:57:05 geometry_finetune_default] (train_geometry_finetune.py 217): INFO Training completed in 12:17:42