diff --git "a/log_rank5.txt" "b/log_rank5.txt" new file mode 100644--- /dev/null +++ "b/log_rank5.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, 0:12:09 lr 0.000000 time 110.3177 (110.3177) loss 1277.0388 (1277.0388) grad_norm 0.0000 (0.0000) embed_mse 1274.9958 (1274.9958) mask_bce 1.0710 (1.0710) mask_dice 0.9719 (0.9719) mem 21941MB +[2025-12-24 22:41:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][10/1573] eta 4:56:16 lr 0.000000 time 0.4211 (11.3735) loss 1310.4972 (1300.5774) grad_norm nan (nan) embed_mse 1308.7355 (1298.6143) mask_bce 0.7709 (0.9773) mask_dice 0.9909 (0.9858) mem 21941MB +[2025-12-24 22:41:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][20/1573] eta 2:53:43 lr 0.000000 time 0.4094 (6.7117) loss 1262.9529 (1301.4226) grad_norm nan (nan) embed_mse 1261.1912 (1299.4843) mask_bce 0.7798 (0.9534) mask_dice 0.9819 (0.9849) mem 21941MB +[2025-12-24 22:42:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][30/1573] eta 2:24:28 lr 0.000000 time 0.4083 (5.6178) loss 1298.4401 (1301.9794) grad_norm nan (nan) embed_mse 1296.8090 (1300.0661) mask_bce 0.6525 (0.9284) mask_dice 0.9787 (0.9848) mem 21941MB +[2025-12-24 22:42:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][40/1573] eta 2:13:48 lr 0.000001 time 8.6407 (5.2373) loss 1250.0950 (1303.4960) grad_norm nan (nan) embed_mse 1248.4001 (1301.5845) mask_bce 0.7030 (0.9259) mask_dice 0.9918 (0.9856) mem 21941MB +[2025-12-24 22:43:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][50/1573] eta 2:09:07 lr 0.000001 time 3.3635 (5.0871) loss 1259.0273 (1302.4820) grad_norm 302.9850 (nan) embed_mse 1257.0333 (1300.5468) mask_bce 1.0151 (0.9495) mask_dice 0.9790 (0.9857) mem 21941MB +[2025-12-24 22:44:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][60/1573] eta 2:02:21 lr 0.000001 time 0.4140 (4.8523) loss 1328.9479 (1305.7928) grad_norm 303.0158 (nan) embed_mse 1327.4329 (1303.8748) mask_bce 0.5484 (0.9326) mask_dice 0.9667 (0.9855) mem 21941MB +[2025-12-24 22:44:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][70/1573] eta 1:53:35 lr 0.000001 time 0.4099 (4.5349) loss 1333.8491 (1306.9248) grad_norm 221.7199 (nan) embed_mse 1332.1550 (1305.0166) mask_bce 0.7189 (0.9228) mask_dice 0.9753 (0.9854) mem 21941MB +[2025-12-24 22:45:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][80/1573] eta 1:50:30 lr 0.000001 time 9.2034 (4.4411) loss 1318.3915 (1304.8959) grad_norm 191.8802 (nan) embed_mse 1316.7706 (1303.0016) mask_bce 0.6432 (0.9092) mask_dice 0.9777 (0.9851) mem 21941MB +[2025-12-24 22:46:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][90/1573] eta 1:51:04 lr 0.000001 time 0.4162 (4.4940) loss 1416.5525 (1306.9552) grad_norm 236.4316 (nan) embed_mse 1414.9617 (1305.0883) mask_bce 0.6368 (0.8826) mask_dice 0.9540 (0.9842) mem 21941MB +[2025-12-24 22:46:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][100/1573] eta 1:47:31 lr 0.000002 time 0.4087 (4.3798) loss 1342.6714 (1307.7627) grad_norm 182.7533 (nan) embed_mse 1341.3687 (1305.9064) mask_bce 0.3179 (0.8723) mask_dice 0.9849 (0.9839) mem 21941MB +[2025-12-24 22:47:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][110/1573] eta 1:43:53 lr 0.000002 time 0.4088 (4.2610) loss 1282.0363 (1306.9233) grad_norm 220.2450 (nan) embed_mse 1280.4843 (1305.0889) mask_bce 0.5763 (0.8510) mask_dice 0.9757 (0.9834) mem 21941MB +[2025-12-24 22:47:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][120/1573] eta 1:41:18 lr 0.000002 time 0.4108 (4.1836) loss 1250.4816 (1307.1372) grad_norm 197.9587 (nan) embed_mse 1248.9230 (1305.3198) mask_bce 0.5745 (0.8345) mask_dice 0.9840 (0.9828) mem 21941MB +[2025-12-24 22:48:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][130/1573] eta 1:40:50 lr 0.000002 time 0.4087 (4.1932) loss 1284.7080 (1306.7265) grad_norm 239.8708 (nan) embed_mse 1283.1334 (1304.9197) mask_bce 0.5926 (0.8242) mask_dice 0.9820 (0.9826) mem 21941MB +[2025-12-24 22:49:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][140/1573] eta 1:41:01 lr 0.000002 time 0.4094 (4.2298) loss 1281.3704 (1306.6005) grad_norm 185.2863 (nan) embed_mse 1279.7917 (1304.8086) mask_bce 0.6030 (0.8101) mask_dice 0.9756 (0.9818) mem 21941MB +[2025-12-24 22:49:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][150/1573] eta 1:36:34 lr 0.000002 time 0.4108 (4.0717) loss 1264.7694 (1306.1308) grad_norm 205.9239 (nan) embed_mse 1263.4241 (1304.3555) mask_bce 0.3883 (0.7944) mask_dice 0.9570 (0.9809) mem 21941MB +[2025-12-24 22:50:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][160/1573] eta 1:34:06 lr 0.000003 time 0.4096 (3.9960) loss 1255.8148 (1306.9537) grad_norm inf (nan) embed_mse 1254.2926 (1305.1975) mask_bce 0.5452 (0.7763) mask_dice 0.9771 (0.9799) mem 21941MB +[2025-12-24 22:50:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][170/1573] eta 1:34:58 lr 0.000003 time 0.4096 (4.0616) loss 1297.6469 (1307.0161) grad_norm 256.2702 (nan) embed_mse 1296.1232 (1305.2722) mask_bce 0.5644 (0.7651) mask_dice 0.9592 (0.9788) mem 21941MB +[2025-12-24 22:51:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][180/1573] eta 1:33:08 lr 0.000003 time 0.4098 (4.0120) loss 1325.3273 (1307.9808) grad_norm 223.1720 (nan) embed_mse 1323.8397 (1306.2510) mask_bce 0.5188 (0.7518) mask_dice 0.9687 (0.9780) mem 21941MB +[2025-12-24 22:51:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][190/1573] eta 1:30:40 lr 0.000003 time 0.4113 (3.9337) loss 1306.6678 (1308.3323) grad_norm 477.3595 (nan) embed_mse 1305.2257 (1306.6135) mask_bce 0.4946 (0.7420) mask_dice 0.9475 (0.9768) mem 21941MB +[2025-12-24 22:52:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][200/1573] eta 1:30:42 lr 0.000003 time 15.6613 (3.9643) loss 1317.6337 (1308.4345) grad_norm 222.1129 (nan) embed_mse 1316.3787 (1306.7305) mask_bce 0.2993 (0.7284) mask_dice 0.9557 (0.9756) mem 21941MB +[2025-12-24 22:53:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][210/1573] eta 1:29:30 lr 0.000003 time 0.4294 (3.9402) loss 1340.4972 (1309.0685) grad_norm 314.2831 (nan) embed_mse 1339.0878 (1307.3762) mask_bce 0.4687 (0.7183) mask_dice 0.9407 (0.9740) mem 21941MB +[2025-12-24 22:53:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][220/1573] eta 1:28:16 lr 0.000003 time 0.4096 (3.9146) loss 1312.9075 (1308.9809) grad_norm 146.7155 (nan) embed_mse 1311.4222 (1307.3034) mask_bce 0.5665 (0.7050) mask_dice 0.9187 (0.9725) mem 21941MB +[2025-12-24 22:54:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][230/1573] eta 1:26:50 lr 0.000004 time 0.4098 (3.8798) loss 1323.8026 (1309.7120) grad_norm 200.8808 (nan) embed_mse 1322.4298 (1308.0484) mask_bce 0.4633 (0.6932) mask_dice 0.9094 (0.9704) mem 21941MB +[2025-12-24 22:55:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][240/1573] eta 1:27:04 lr 0.000004 time 19.3987 (3.9190) loss 1277.8199 (1310.0197) grad_norm 309.1381 (nan) embed_mse 1276.5066 (1308.3703) mask_bce 0.3870 (0.6805) mask_dice 0.9262 (0.9688) mem 21941MB +[2025-12-24 22:55:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][250/1573] eta 1:25:52 lr 0.000004 time 0.4103 (3.8943) loss 1282.6589 (1309.9630) grad_norm 236.2147 (nan) embed_mse 1281.3781 (1308.3250) mask_bce 0.3535 (0.6708) mask_dice 0.9273 (0.9672) mem 21941MB +[2025-12-24 22:56:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][260/1573] eta 1:24:39 lr 0.000004 time 0.4098 (3.8689) loss 1277.2941 (1309.2159) grad_norm 301.0118 (nan) embed_mse 1276.0375 (1307.5912) mask_bce 0.3562 (0.6598) mask_dice 0.9004 (0.9649) mem 21941MB +[2025-12-24 22:56:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][270/1573] eta 1:23:34 lr 0.000004 time 0.4118 (3.8484) loss 1370.7582 (1310.8758) grad_norm 404.6813 (nan) embed_mse 1369.5156 (1309.2637) mask_bce 0.3805 (0.6494) mask_dice 0.8620 (0.9627) mem 21941MB +[2025-12-24 22:57:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][280/1573] eta 1:23:33 lr 0.000004 time 24.6012 (3.8776) loss 1316.0833 (1310.3988) grad_norm 179.4558 (nan) embed_mse 1314.8320 (1308.7994) mask_bce 0.3408 (0.6389) mask_dice 0.9104 (0.9605) mem 21941MB +[2025-12-24 22:57:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][290/1573] eta 1:21:44 lr 0.000005 time 0.4116 (3.8227) loss 1315.7029 (1310.3651) grad_norm 193.1762 (nan) embed_mse 1314.3127 (1308.7769) mask_bce 0.4903 (0.6297) mask_dice 0.8999 (0.9585) mem 21941MB +[2025-12-24 22:58:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][300/1573] eta 1:20:45 lr 0.000005 time 6.0438 (3.8061) loss 1368.3538 (1310.2945) grad_norm 209.1603 (nan) embed_mse 1367.0029 (1308.7159) mask_bce 0.4389 (0.6221) mask_dice 0.9119 (0.9565) mem 21941MB +[2025-12-24 22:58:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][310/1573] eta 1:19:34 lr 0.000005 time 0.4170 (3.7799) loss 1313.6260 (1310.6481) grad_norm 270.6682 (nan) embed_mse 1312.3164 (1309.0797) mask_bce 0.3957 (0.6137) mask_dice 0.9139 (0.9548) mem 21941MB +[2025-12-24 22:59:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][320/1573] eta 1:18:55 lr 0.000005 time 13.4785 (3.7797) loss 1276.0465 (1310.6378) grad_norm 271.0070 (nan) embed_mse 1274.8450 (1309.0771) mask_bce 0.2965 (0.6076) mask_dice 0.9050 (0.9531) mem 21941MB +[2025-12-24 23:00:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][330/1573] eta 1:17:36 lr 0.000005 time 0.4094 (3.7458) loss 1280.7777 (1310.9438) grad_norm 181.3410 (nan) embed_mse 1279.5334 (1309.3926) mask_bce 0.3704 (0.6000) mask_dice 0.8739 (0.9512) mem 21941MB +[2025-12-24 23:00:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][340/1573] eta 1:16:34 lr 0.000005 time 0.4139 (3.7260) loss 1353.1566 (1311.5526) grad_norm 247.6209 (nan) embed_mse 1351.9205 (1310.0099) mask_bce 0.3465 (0.5932) mask_dice 0.8896 (0.9495) mem 21941MB +[2025-12-24 23:01:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][350/1573] eta 1:15:41 lr 0.000005 time 0.4481 (3.7134) loss 1317.5527 (1311.7692) grad_norm 327.3759 (nan) embed_mse 1316.3308 (1310.2339) mask_bce 0.3490 (0.5874) mask_dice 0.8729 (0.9479) mem 21941MB +[2025-12-24 23:01:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][360/1573] eta 1:15:41 lr 0.000006 time 22.6047 (3.7437) loss 1298.4735 (1311.6638) grad_norm 190.2556 (nan) embed_mse 1297.2079 (1310.1357) mask_bce 0.3921 (0.5819) mask_dice 0.8735 (0.9463) mem 21941MB +[2025-12-24 23:02:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][370/1573] eta 1:14:15 lr 0.000006 time 0.4176 (3.7038) loss 1316.0250 (1311.8765) grad_norm 220.7030 (nan) embed_mse 1314.8317 (1310.3572) mask_bce 0.3033 (0.5748) mask_dice 0.8901 (0.9445) mem 21941MB +[2025-12-24 23:02:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][380/1573] eta 1:13:48 lr 0.000006 time 8.9861 (3.7118) loss 1312.0355 (1311.9603) grad_norm 309.6972 (nan) embed_mse 1310.8275 (1310.4485) mask_bce 0.3142 (0.5686) mask_dice 0.8938 (0.9432) mem 21941MB +[2025-12-24 23:03:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][390/1573] eta 1:12:41 lr 0.000006 time 0.4098 (3.6867) loss 1284.8877 (1311.7510) grad_norm 217.0887 (nan) embed_mse 1283.6467 (1310.2461) mask_bce 0.3696 (0.5632) mask_dice 0.8714 (0.9417) mem 21941MB +[2025-12-24 23:03:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][400/1573] eta 1:11:52 lr 0.000006 time 0.4219 (3.6761) loss 1289.0328 (1311.6830) grad_norm 232.4011 (nan) embed_mse 1287.7979 (1310.1851) mask_bce 0.3216 (0.5573) mask_dice 0.9134 (0.9407) mem 21941MB +[2025-12-24 23:04:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][410/1573] eta 1:11:13 lr 0.000006 time 0.4200 (3.6743) loss 1330.5052 (1311.6939) grad_norm 297.5070 (nan) embed_mse 1329.2640 (1310.2026) mask_bce 0.3564 (0.5519) mask_dice 0.8848 (0.9393) mem 21941MB +[2025-12-24 23:05:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][420/1573] eta 1:10:49 lr 0.000007 time 12.4692 (3.6854) loss 1316.3552 (1312.1600) grad_norm 186.5389 (nan) embed_mse 1315.1483 (1310.6744) mask_bce 0.3132 (0.5475) mask_dice 0.8936 (0.9381) mem 21941MB +[2025-12-24 23:05:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][430/1573] eta 1:09:58 lr 0.000007 time 0.4148 (3.6730) loss 1342.2296 (1311.9583) grad_norm 245.9016 (nan) embed_mse 1340.8633 (1310.4783) mask_bce 0.4664 (0.5431) mask_dice 0.8999 (0.9370) mem 21941MB +[2025-12-24 23:06:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][440/1573] eta 1:09:11 lr 0.000007 time 0.4134 (3.6645) loss 1348.0337 (1312.0484) grad_norm 339.2702 (nan) embed_mse 1346.7717 (1310.5739) mask_bce 0.3842 (0.5387) mask_dice 0.8776 (0.9358) mem 21941MB +[2025-12-24 23:06:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][450/1573] eta 1:08:27 lr 0.000007 time 0.4090 (3.6578) loss 1320.0463 (1312.1489) grad_norm 351.8885 (nan) embed_mse 1318.7709 (1310.6796) mask_bce 0.3586 (0.5346) mask_dice 0.9168 (0.9347) mem 21941MB +[2025-12-24 23:07:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][460/1573] eta 1:07:42 lr 0.000007 time 0.4125 (3.6502) loss 1363.3036 (1312.1556) grad_norm 231.5309 (nan) embed_mse 1361.9762 (1310.6915) mask_bce 0.4202 (0.5305) mask_dice 0.9072 (0.9336) mem 21941MB +[2025-12-24 23:08:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][470/1573] eta 1:07:16 lr 0.000007 time 15.9364 (3.6591) loss 1270.2971 (1312.1470) grad_norm 220.0316 (nan) embed_mse 1269.0535 (1310.6878) mask_bce 0.3499 (0.5266) mask_dice 0.8938 (0.9327) mem 21941MB +[2025-12-24 23:08:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][480/1573] eta 1:06:22 lr 0.000008 time 0.4182 (3.6436) loss 1325.7714 (1312.1406) grad_norm 194.0889 (nan) embed_mse 1324.5627 (1310.6866) mask_bce 0.2883 (0.5222) mask_dice 0.9202 (0.9317) mem 21941MB +[2025-12-24 23:09:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][490/1573] eta 1:05:30 lr 0.000008 time 0.4114 (3.6289) loss 1284.1520 (1312.0956) grad_norm 239.1386 (nan) embed_mse 1282.9999 (1310.6468) mask_bce 0.2677 (0.5180) mask_dice 0.8844 (0.9308) mem 21941MB +[2025-12-24 23:09:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][500/1573] eta 1:04:44 lr 0.000008 time 2.1540 (3.6200) loss 1353.1257 (1312.4749) grad_norm 259.2738 (nan) embed_mse 1351.8896 (1311.0312) mask_bce 0.2862 (0.5137) mask_dice 0.9500 (0.9300) mem 21941MB +[2025-12-24 23:10:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][510/1573] eta 1:04:43 lr 0.000008 time 25.8868 (3.6531) loss 1305.2128 (1312.3371) grad_norm 245.8968 (nan) embed_mse 1304.0568 (1310.8982) mask_bce 0.2567 (0.5097) mask_dice 0.8993 (0.9292) mem 21941MB +[2025-12-24 23:10:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][520/1573] eta 1:03:40 lr 0.000008 time 0.4099 (3.6278) loss 1299.6083 (1312.5549) grad_norm 170.1768 (nan) embed_mse 1298.1002 (1311.1199) mask_bce 0.6392 (0.5066) mask_dice 0.8687 (0.9284) mem 21941MB +[2025-12-24 23:11:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][530/1573] eta 1:03:00 lr 0.000008 time 0.4094 (3.6245) loss 1288.7102 (1312.3161) grad_norm 219.9734 (nan) embed_mse 1287.5334 (1310.8852) mask_bce 0.3026 (0.5034) mask_dice 0.8741 (0.9275) mem 21941MB +[2025-12-24 23:11:58 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(train_geometry_finetune.py 372): INFO Train: [0/30][670/1573] eta 0:53:43 lr 0.000011 time 0.4106 (3.5696) loss 1372.5369 (1312.5216) grad_norm 195.7792 (nan) embed_mse 1371.3752 (1311.1381) mask_bce 0.2658 (0.4652) mask_dice 0.8959 (0.9184) mem 21941MB +[2025-12-24 23:19:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][680/1573] eta 0:53:08 lr 0.000011 time 0.4111 (3.5703) loss 1321.9965 (1312.4887) grad_norm 190.2581 (nan) embed_mse 1320.7979 (1311.1082) mask_bce 0.3162 (0.4627) mask_dice 0.8824 (0.9178) mem 21941MB +[2025-12-24 23:20:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][690/1573] eta 0:52:21 lr 0.000011 time 0.4117 (3.5580) loss 1293.1709 (1312.2132) grad_norm 134.9414 (nan) embed_mse 1292.0505 (1310.8356) mask_bce 0.2356 (0.4602) mask_dice 0.8848 (0.9173) mem 21941MB +[2025-12-24 23:21:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][700/1573] eta 0:52:00 lr 0.000011 time 21.7672 (3.5743) loss 1296.1729 (1312.3507) grad_norm 257.2923 (nan) embed_mse 1294.9484 (1310.9760) mask_bce 0.3404 (0.4578) mask_dice 0.8841 (0.9169) mem 21941MB +[2025-12-24 23:21:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][710/1573] eta 0:51:17 lr 0.000011 time 0.4104 (3.5655) loss 1300.9828 (1312.4481) grad_norm 231.7263 (nan) embed_mse 1299.7834 (1311.0761) mask_bce 0.3401 (0.4557) mask_dice 0.8593 (0.9163) mem 21941MB +[2025-12-24 23:22:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][720/1573] eta 0:50:33 lr 0.000011 time 0.4085 (3.5568) loss 1291.3685 (1312.4231) grad_norm 191.3554 (nan) embed_mse 1290.2002 (1311.0539) mask_bce 0.2852 (0.4535) mask_dice 0.8832 (0.9157) mem 21941MB +[2025-12-24 23:22:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][730/1573] eta 0:49:51 lr 0.000012 time 0.4088 (3.5481) loss 1371.7391 (1312.1277) grad_norm 178.6308 (nan) embed_mse 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geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][900/1573] eta 0:38:46 lr 0.000014 time 2.2374 (3.4571) loss 1331.0269 (1311.7135) grad_norm 209.9647 (nan) embed_mse 1329.8896 (1310.3844) mask_bce 0.2664 (0.4215) mask_dice 0.8708 (0.9076) mem 21941MB +[2025-12-24 23:31:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][910/1573] eta 0:38:05 lr 0.000014 time 0.4099 (3.4475) loss 1310.1597 (1311.7147) grad_norm 332.2895 (nan) embed_mse 1309.0205 (1310.3875) mask_bce 0.2540 (0.4199) mask_dice 0.8853 (0.9073) mem 21941MB +[2025-12-24 23:32:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][920/1573] eta 0:37:34 lr 0.000015 time 0.4110 (3.4530) loss 1356.2062 (1311.6333) grad_norm 274.7128 (nan) embed_mse 1354.9889 (1310.3080) mask_bce 0.3496 (0.4184) mask_dice 0.8677 (0.9069) mem 21941MB +[2025-12-24 23:32:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: 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(1311.6300) grad_norm 218.2558 (nan) embed_mse 1231.8931 (1310.3119) mask_bce 0.2448 (0.4123) mask_dice 0.8748 (0.9058) mem 21941MB +[2025-12-24 23:34:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][970/1573] eta 0:34:20 lr 0.000015 time 0.4104 (3.4179) loss 1317.8330 (1311.6985) grad_norm 261.2450 (nan) embed_mse 1316.6820 (1310.3820) mask_bce 0.3062 (0.4110) mask_dice 0.8448 (0.9055) mem 21941MB +[2025-12-24 23:35:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][980/1573] eta 0:33:43 lr 0.000016 time 3.2861 (3.4117) loss 1249.9125 (1311.6995) grad_norm 245.5745 (nan) embed_mse 1248.7445 (1310.3847) mask_bce 0.3023 (0.4097) mask_dice 0.8657 (0.9051) mem 21941MB +[2025-12-24 23:35:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][990/1573] eta 0:33:01 lr 0.000016 time 0.4097 (3.3980) loss 1333.1455 (1311.9285) grad_norm 193.6839 (nan) embed_mse 1332.0183 (1310.6153) mask_bce 0.2443 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geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1160/1573] eta 0:23:04 lr 0.000018 time 23.6934 (3.3523) loss 1310.1245 (1311.8430) grad_norm 386.3932 (nan) embed_mse 1308.9968 (1310.5553) mask_bce 0.2617 (0.3873) mask_dice 0.8660 (0.9004) mem 21941MB +[2025-12-24 23:44:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1170/1573] eta 0:22:28 lr 0.000019 time 0.4127 (3.3452) loss 1296.3248 (1311.6827) grad_norm 353.7879 (nan) embed_mse 1295.2145 (1310.3964) mask_bce 0.2295 (0.3862) mask_dice 0.8808 (0.9001) mem 21941MB +[2025-12-24 23:45:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1180/1573] eta 0:21:53 lr 0.000019 time 0.4099 (3.3415) loss 1264.5115 (1311.7070) grad_norm 306.7660 (nan) embed_mse 1263.3647 (1310.4220) mask_bce 0.2963 (0.3851) mask_dice 0.8505 (0.8999) mem 21941MB +[2025-12-24 23:45:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: 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(0.3781) mask_dice 0.8493 (0.8985) mem 21941MB +[2025-12-24 23:49:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1260/1573] eta 0:17:18 lr 0.000020 time 0.4111 (3.3179) loss 1295.9084 (1311.4288) grad_norm 244.6535 (nan) embed_mse 1294.7982 (1310.1533) mask_bce 0.2323 (0.3773) mask_dice 0.8779 (0.8983) mem 21941MB +[2025-12-24 23:49:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1270/1573] eta 0:16:41 lr 0.000020 time 0.4106 (3.3062) loss 1288.6644 (1311.5311) grad_norm 254.5330 (nan) embed_mse 1287.5264 (1310.2566) mask_bce 0.2691 (0.3764) mask_dice 0.8690 (0.8980) mem 21941MB +[2025-12-24 23:50:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1280/1573] eta 0:16:10 lr 0.000020 time 13.3871 (3.3120) loss 1382.1361 (1311.6574) grad_norm 446.2539 (nan) embed_mse 1380.9657 (1310.3840) mask_bce 0.3240 (0.3756) mask_dice 0.8464 (0.8978) mem 21941MB +[2025-12-24 23:50:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1290/1573] eta 0:15:34 lr 0.000020 time 1.4963 (3.3022) loss 1314.6434 (1311.6751) grad_norm 365.2843 (nan) embed_mse 1313.4943 (1310.4028) mask_bce 0.2717 (0.3747) mask_dice 0.8774 (0.8976) mem 21941MB +[2025-12-24 23:50:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1300/1573] eta 0:14:59 lr 0.000021 time 0.4111 (3.2935) loss 1348.9856 (1311.8911) grad_norm 306.6632 (nan) embed_mse 1347.8385 (1310.6199) mask_bce 0.2891 (0.3738) mask_dice 0.8581 (0.8974) mem 21941MB +[2025-12-24 23:51:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1310/1573] eta 0:14:24 lr 0.000021 time 0.4110 (3.2884) loss 1249.4446 (1311.6855) grad_norm 326.7333 (nan) embed_mse 1248.3312 (1310.4155) mask_bce 0.2273 (0.3728) mask_dice 0.8861 (0.8973) mem 21941MB +[2025-12-24 23:51:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: 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(0.3668) mask_dice 0.8891 (0.8958) mem 21941MB +[2025-12-24 23:55:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1390/1573] eta 0:09:58 lr 0.000022 time 0.4125 (3.2726) loss 1349.7805 (1311.3502) grad_norm 307.0331 (nan) embed_mse 1348.6680 (1310.0886) mask_bce 0.2367 (0.3659) mask_dice 0.8758 (0.8957) mem 21941MB +[2025-12-24 23:55:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1400/1573] eta 0:09:25 lr 0.000022 time 1.4163 (3.2668) loss 1287.8260 (1311.3427) grad_norm 272.1269 (nan) embed_mse 1286.7112 (1310.0820) mask_bce 0.2260 (0.3652) mask_dice 0.8889 (0.8955) mem 21941MB +[2025-12-24 23:56:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1410/1573] eta 0:08:52 lr 0.000022 time 2.8042 (3.2649) loss 1361.0569 (1311.3191) grad_norm 283.6733 (nan) embed_mse 1359.9183 (1310.0594) mask_bce 0.2705 (0.3645) mask_dice 0.8681 (0.8952) mem 21941MB +[2025-12-24 23:56:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1420/1573] eta 0:08:18 lr 0.000023 time 1.6625 (3.2607) loss 1294.1327 (1311.1737) grad_norm 325.8036 (nan) embed_mse 1293.0073 (1309.9150) mask_bce 0.2572 (0.3637) mask_dice 0.8682 (0.8950) mem 21941MB +[2025-12-24 23:57:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1430/1573] eta 0:07:46 lr 0.000023 time 0.4128 (3.2623) loss 1352.5890 (1311.1371) grad_norm 416.1870 (nan) embed_mse 1351.4885 (1309.8794) mask_bce 0.2151 (0.3629) mask_dice 0.8854 (0.8948) mem 21941MB +[2025-12-24 23:57:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1440/1573] eta 0:07:13 lr 0.000023 time 0.4094 (3.2584) loss 1345.8379 (1311.2391) grad_norm 198.2706 (nan) embed_mse 1344.7200 (1309.9822) mask_bce 0.2501 (0.3622) mask_dice 0.8678 (0.8947) mem 21941MB +[2025-12-24 23:58:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: 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(0.3577) mask_dice 0.8608 (0.8934) mem 21941MB +[2025-12-25 00:01:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1520/1573] eta 0:02:51 lr 0.000024 time 0.4123 (3.2367) loss 1256.2565 (1311.4056) grad_norm 272.4656 (nan) embed_mse 1255.0994 (1310.1553) mask_bce 0.2926 (0.3570) mask_dice 0.8644 (0.8933) mem 21941MB +[2025-12-25 00:01:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1530/1573] eta 0:02:19 lr 0.000024 time 6.5721 (3.2353) loss 1319.9266 (1311.3965) grad_norm 411.8255 (nan) embed_mse 1318.8046 (1310.1470) mask_bce 0.2433 (0.3563) mask_dice 0.8788 (0.8931) mem 21941MB +[2025-12-25 00:02:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1540/1573] eta 0:01:46 lr 0.000024 time 0.4110 (3.2287) loss 1300.6611 (1311.3940) grad_norm 587.3327 (nan) embed_mse 1299.5028 (1310.1454) mask_bce 0.3286 (0.3557) mask_dice 0.8297 (0.8929) mem 21941MB +[2025-12-25 00:03:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1550/1573] eta 0:01:14 lr 0.000025 time 0.4104 (3.2381) loss 1295.7406 (1311.3902) grad_norm 172.1315 (nan) embed_mse 1294.5966 (1310.1424) mask_bce 0.2640 (0.3551) mask_dice 0.8801 (0.8928) mem 21941MB +[2025-12-25 00:03:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1560/1573] eta 0:00:42 lr 0.000025 time 0.4115 (3.2313) loss 1304.2963 (1311.4191) grad_norm 228.6465 (nan) embed_mse 1303.2043 (1310.1721) mask_bce 0.2171 (0.3544) mask_dice 0.8749 (0.8926) mem 21941MB +[2025-12-25 00:03:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [0/30][1570/1573] eta 0:00:09 lr 0.000025 time 0.4120 (3.2250) loss 1302.5212 (1311.4239) grad_norm 225.2520 (nan) embed_mse 1301.4336 (1310.1777) mask_bce 0.2226 (0.3538) mask_dice 0.8649 (0.8924) mem 21941MB +[2025-12-25 00:03:50 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 0 training takes 1:24:27 +[2025-12-25 00:03:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][0/1573] eta 2:17:36 lr 0.000025 time 5.2486 (5.2486) loss 1375.2054 (1375.2054) grad_norm 0.0000 (0.0000) embed_mse 1374.1121 (1374.1121) mask_bce 0.2158 (0.2158) mask_dice 0.8775 (0.8775) mem 21941MB +[2025-12-25 00:04:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][10/1573] eta 0:46:08 lr 0.000025 time 2.3569 (1.7710) loss 1259.6282 (1313.8785) grad_norm 346.9257 (346.9257) embed_mse 1258.5421 (1312.7636) mask_bce 0.1908 (0.2332) mask_dice 0.8953 (0.8817) mem 21941MB +[2025-12-25 00:04:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][20/1573] eta 0:42:35 lr 0.000025 time 0.4121 (1.6456) loss 1317.7924 (1313.7749) grad_norm 401.9934 (374.4595) embed_mse 1316.6505 (1312.6547) mask_bce 0.2828 (0.2441) mask_dice 0.8590 (0.8761) mem 21941MB +[2025-12-25 00:04:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][30/1573] eta 0:54:06 lr 0.000025 time 0.4140 (2.1039) loss 1323.5309 (1315.9887) grad_norm 241.1168 (330.0120) embed_mse 1322.3838 (1314.8659) mask_bce 0.2796 (0.2502) mask_dice 0.8674 (0.8726) mem 21941MB +[2025-12-25 00:05:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][40/1573] eta 0:48:11 lr 0.000026 time 0.4125 (1.8863) loss 1365.6732 (1316.9771) grad_norm 178.0360 (267.6868) embed_mse 1364.5255 (1315.8509) mask_bce 0.2861 (0.2534) mask_dice 0.8616 (0.8728) mem 21941MB +[2025-12-25 00:05:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][50/1573] eta 0:44:53 lr 0.000026 time 0.4163 (1.7685) loss 1318.3021 (1315.0666) grad_norm 292.3292 (271.7939) embed_mse 1317.2120 (1313.9400) mask_bce 0.2158 (0.2526) mask_dice 0.8742 (0.8741) mem 21941MB +[2025-12-25 00:05:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][60/1573] eta 0:40:26 lr 0.000026 time 0.4147 (1.6040) loss 1356.7417 (1315.2462) grad_norm 192.7799 (260.5062) embed_mse 1355.6562 (1314.1189) mask_bce 0.2093 (0.2545) mask_dice 0.8761 (0.8728) mem 21941MB +[2025-12-25 00:05:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][70/1573] eta 0:42:52 lr 0.000026 time 0.4134 (1.7113) loss 1315.4508 (1315.4383) grad_norm 255.8666 (259.9262) embed_mse 1314.3619 (1314.3103) mask_bce 0.2083 (0.2566) mask_dice 0.8805 (0.8714) mem 21941MB +[2025-12-25 00:06:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][80/1573] eta 0:44:07 lr 0.000026 time 0.4128 (1.7736) loss 1252.5276 (1315.0163) grad_norm 223.6489 (255.1971) embed_mse 1251.4181 (1313.8884) mask_bce 0.2519 (0.2576) mask_dice 0.8576 (0.8703) mem 21941MB +[2025-12-25 00:06:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][90/1573] eta 0:43:30 lr 0.000026 time 0.4131 (1.7605) loss 1319.7737 (1312.8917) grad_norm 210.2965 (251.1153) embed_mse 1318.6866 (1311.7658) mask_bce 0.2189 (0.2565) mask_dice 0.8682 (0.8694) mem 21941MB +[2025-12-25 00:06:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][100/1573] eta 0:43:22 lr 0.000027 time 10.2815 (1.7670) loss 1320.7249 (1313.0739) grad_norm 248.7595 (250.9190) embed_mse 1319.6133 (1311.9484) mask_bce 0.2328 (0.2573) mask_dice 0.8787 (0.8683) mem 21941MB +[2025-12-25 00:07:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][110/1573] eta 0:43:53 lr 0.000027 time 0.4146 (1.8002) loss 1314.9830 (1314.0282) grad_norm 195.9147 (246.6879) embed_mse 1313.8131 (1312.9026) mask_bce 0.2916 (0.2584) mask_dice 0.8783 (0.8671) mem 21941MB +[2025-12-25 00:07:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][120/1573] eta 0:40:49 lr 0.000027 time 0.4146 (1.6858) loss 1329.0725 (1314.2731) grad_norm 251.1388 (245.9503) embed_mse 1327.9473 (1313.1466) mask_bce 0.2536 (0.2593) mask_dice 0.8716 (0.8671) mem 21941MB +[2025-12-25 00:07:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][130/1573] eta 0:39:20 lr 0.000027 time 0.4111 (1.6355) loss 1261.0070 (1314.0141) grad_norm 221.3394 (244.4121) embed_mse 1259.8728 (1312.8880) mask_bce 0.2770 (0.2596) mask_dice 0.8571 (0.8665) mem 21941MB +[2025-12-25 00:07:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][140/1573] eta 0:39:30 lr 0.000027 time 6.5676 (1.6543) loss 1319.9434 (1314.5289) grad_norm 193.4218 (241.4126) embed_mse 1318.8103 (1313.4034) mask_bce 0.2541 (0.2589) mask_dice 0.8789 (0.8666) mem 21941MB +[2025-12-25 00:07:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][150/1573] eta 0:37:55 lr 0.000027 time 0.4095 (1.5990) loss 1325.6044 (1315.7142) grad_norm 198.8203 (239.0464) embed_mse 1324.5090 (1314.5876) mask_bce 0.2348 (0.2598) mask_dice 0.8606 (0.8669) mem 21941MB +[2025-12-25 00:08:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][160/1573] eta 0:36:50 lr 0.000028 time 0.4267 (1.5647) loss 1319.5328 (1315.5500) grad_norm 336.2464 (241.4928) embed_mse 1318.4226 (1314.4250) mask_bce 0.2508 (0.2582) mask_dice 0.8595 (0.8668) mem 21941MB +[2025-12-25 00:08:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][170/1573] eta 0:36:16 lr 0.000028 time 0.4138 (1.5514) loss 1327.0925 (1315.4603) grad_norm 220.7994 (240.5074) embed_mse 1326.0070 (1314.3358) mask_bce 0.2239 (0.2579) mask_dice 0.8617 (0.8667) mem 21941MB +[2025-12-25 00:08:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][180/1573] eta 0:37:08 lr 0.000028 time 18.7312 (1.6000) loss 1307.9459 (1315.4164) grad_norm 233.2964 (240.1796) embed_mse 1306.8407 (1314.2923) mask_bce 0.2326 (0.2576) mask_dice 0.8727 (0.8665) mem 21941MB +[2025-12-25 00:08:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][190/1573] eta 0:36:36 lr 0.000028 time 0.4110 (1.5883) loss 1304.8094 (1314.7228) grad_norm 298.5256 (242.7164) embed_mse 1303.7035 (1313.5995) mask_bce 0.2471 (0.2568) mask_dice 0.8589 (0.8665) mem 21941MB +[2025-12-25 00:09:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][200/1573] eta 0:35:45 lr 0.000028 time 0.4505 (1.5626) loss 1290.3787 (1315.1699) grad_norm 267.4961 (244.4943) embed_mse 1289.2611 (1314.0462) mask_bce 0.2412 (0.2574) mask_dice 0.8764 (0.8662) mem 21941MB +[2025-12-25 00:09:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][210/1573] eta 0:35:02 lr 0.000028 time 0.4122 (1.5424) loss 1364.1012 (1315.4151) grad_norm 193.6420 (242.5385) embed_mse 1362.9913 (1314.2912) mask_bce 0.2464 (0.2582) mask_dice 0.8636 (0.8657) mem 21941MB +[2025-12-25 00:09:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][220/1573] eta 0:35:20 lr 0.000028 time 4.6445 (1.5672) loss 1311.1282 (1315.6179) grad_norm 200.8212 (240.9934) embed_mse 1310.0332 (1314.4935) mask_bce 0.2152 (0.2585) mask_dice 0.8798 (0.8659) mem 21941MB +[2025-12-25 00:09:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][230/1573] eta 0:35:04 lr 0.000029 time 0.4112 (1.5669) loss 1285.9183 (1314.9050) grad_norm 194.6667 (239.3389) embed_mse 1284.8162 (1313.7818) mask_bce 0.2365 (0.2576) mask_dice 0.8657 (0.8657) mem 21941MB +[2025-12-25 00:10:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][240/1573] eta 0:34:15 lr 0.000029 time 0.4109 (1.5418) loss 1317.4572 (1314.9412) grad_norm 274.8817 (239.4126) embed_mse 1316.3422 (1313.8182) mask_bce 0.2517 (0.2574) mask_dice 0.8633 (0.8656) mem 21941MB +[2025-12-25 00:10:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][250/1573] eta 0:33:52 lr 0.000029 time 0.4109 (1.5360) loss 1300.7944 (1314.1858) grad_norm 178.5632 (237.4497) embed_mse 1299.5978 (1313.0629) mask_bce 0.3463 (0.2572) mask_dice 0.8504 (0.8657) mem 21941MB +[2025-12-25 00:10:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][260/1573] eta 0:34:24 lr 0.000029 time 8.9799 (1.5722) loss 1349.1702 (1315.0621) grad_norm 271.6100 (238.5172) embed_mse 1348.0787 (1313.9398) mask_bce 0.2236 (0.2567) mask_dice 0.8678 (0.8656) mem 21941MB +[2025-12-25 00:10:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][270/1573] eta 0:33:12 lr 0.000029 time 0.4121 (1.5295) loss 1274.8002 (1315.2740) grad_norm 305.6425 (240.5513) embed_mse 1273.6925 (1314.1518) mask_bce 0.2401 (0.2570) mask_dice 0.8676 (0.8653) mem 21941MB +[2025-12-25 00:11:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][280/1573] eta 0:33:05 lr 0.000030 time 0.4149 (1.5355) loss 1343.3589 (1314.3940) grad_norm 212.0708 (240.1366) embed_mse 1342.2332 (1313.2718) mask_bce 0.2612 (0.2570) mask_dice 0.8645 (0.8651) mem 21941MB +[2025-12-25 00:11:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][290/1573] eta 0:32:39 lr 0.000030 time 0.4146 (1.5276) loss 1351.1600 (1314.2579) grad_norm 420.3129 (245.1414) embed_mse 1350.0620 (1313.1355) mask_bce 0.2314 (0.2574) mask_dice 0.8666 (0.8650) mem 21941MB +[2025-12-25 00:11:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][300/1573] eta 0:32:52 lr 0.000030 time 0.4128 (1.5498) loss 1292.6133 (1314.9711) grad_norm 270.2266 (245.8194) embed_mse 1291.5094 (1313.8483) mask_bce 0.2367 (0.2577) mask_dice 0.8671 (0.8651) mem 21941MB +[2025-12-25 00:11:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][310/1573] eta 0:32:31 lr 0.000030 time 0.4151 (1.5448) loss 1307.6232 (1314.5705) grad_norm 239.0425 (245.6411) embed_mse 1306.5055 (1313.4476) mask_bce 0.2818 (0.2580) mask_dice 0.8358 (0.8650) mem 21941MB +[2025-12-25 00:12:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][320/1573] eta 0:31:54 lr 0.000030 time 0.4134 (1.5279) loss 1336.5717 (1314.2794) grad_norm 206.0414 (243.4296) embed_mse 1335.4124 (1313.1566) mask_bce 0.2673 (0.2578) mask_dice 0.8920 (0.8650) mem 21941MB +[2025-12-25 00:12:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][330/1573] eta 0:30:59 lr 0.000030 time 0.4397 (1.4961) loss 1301.6628 (1314.3615) grad_norm 189.2462 (242.1080) embed_mse 1300.5288 (1313.2390) mask_bce 0.2721 (0.2575) mask_dice 0.8620 (0.8651) mem 21941MB +[2025-12-25 00:12:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][340/1573] eta 0:30:40 lr 0.000030 time 0.4113 (1.4926) loss 1289.4126 (1313.8821) grad_norm 238.1564 (242.0139) embed_mse 1288.3269 (1312.7599) mask_bce 0.2352 (0.2572) mask_dice 0.8505 (0.8650) mem 21941MB +[2025-12-25 00:12:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][350/1573] eta 0:30:45 lr 0.000031 time 0.4120 (1.5092) loss 1298.1107 (1313.5929) grad_norm 459.0973 (247.0624) embed_mse 1296.9672 (1312.4707) mask_bce 0.2719 (0.2574) mask_dice 0.8716 (0.8648) mem 21941MB +[2025-12-25 00:12:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][360/1573] eta 0:30:34 lr 0.000031 time 0.4137 (1.5122) loss 1314.1746 (1313.9453) grad_norm 285.6758 (255.7647) embed_mse 1313.0574 (1312.8233) mask_bce 0.2342 (0.2573) mask_dice 0.8830 (0.8646) mem 21941MB +[2025-12-25 00:13:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][370/1573] eta 0:30:01 lr 0.000031 time 0.4118 (1.4978) loss 1337.5259 (1314.1957) grad_norm 364.3663 (258.1256) embed_mse 1336.3326 (1313.0741) mask_bce 0.3477 (0.2569) mask_dice 0.8454 (0.8647) mem 21941MB +[2025-12-25 00:13:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][380/1573] eta 0:29:30 lr 0.000031 time 5.9602 (1.4839) loss 1285.3674 (1314.2592) grad_norm 184.6757 (256.5629) embed_mse 1284.2703 (1313.1379) mask_bce 0.2488 (0.2566) mask_dice 0.8484 (0.8646) mem 21941MB +[2025-12-25 00:13:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][390/1573] eta 0:29:06 lr 0.000031 time 0.4134 (1.4762) loss 1339.9144 (1314.1727) grad_norm 219.5076 (255.7909) embed_mse 1338.7842 (1313.0519) mask_bce 0.2868 (0.2562) mask_dice 0.8435 (0.8646) mem 21941MB +[2025-12-25 00:13:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][400/1573] eta 0:28:52 lr 0.000031 time 0.4124 (1.4772) loss 1284.0117 (1313.6053) grad_norm 458.8185 (258.9138) embed_mse 1282.9019 (1312.4848) mask_bce 0.2572 (0.2561) mask_dice 0.8527 (0.8644) mem 21941MB +[2025-12-25 00:13:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][410/1573] eta 0:28:28 lr 0.000032 time 0.4149 (1.4693) loss 1253.0795 (1313.3120) grad_norm 315.7563 (260.0284) embed_mse 1251.9573 (1312.1911) mask_bce 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INFO Train: [1/30][480/1573] eta 0:25:34 lr 0.000033 time 0.4135 (1.4038) loss 1274.5479 (1312.8315) grad_norm 298.9525 (266.9587) embed_mse 1273.4087 (1311.7108) mask_bce 0.2856 (0.2571) mask_dice 0.8535 (0.8636) mem 21941MB +[2025-12-25 00:15:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][490/1573] eta 0:25:03 lr 0.000033 time 0.4109 (1.3880) loss 1258.1815 (1312.8858) grad_norm 214.3083 (266.0956) embed_mse 1257.0817 (1311.7652) mask_bce 0.2395 (0.2572) mask_dice 0.8604 (0.8634) mem 21941MB +[2025-12-25 00:15:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][500/1573] eta 0:25:01 lr 0.000033 time 9.1840 (1.3994) loss 1288.9147 (1312.5511) grad_norm 208.3883 (265.1648) embed_mse 1287.8082 (1311.4307) mask_bce 0.2511 (0.2571) mask_dice 0.8554 (0.8633) mem 21941MB +[2025-12-25 00:15:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][510/1573] eta 0:24:27 lr 0.000033 time 0.4093 (1.3801) loss 1309.5817 (1312.3927) grad_norm 237.2784 (264.7222) embed_mse 1308.4373 (1311.2722) mask_bce 0.2917 (0.2573) mask_dice 0.8527 (0.8632) mem 21941MB +[2025-12-25 00:15:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][520/1573] eta 0:24:13 lr 0.000033 time 0.4120 (1.3803) loss 1285.0642 (1312.6793) grad_norm 260.5455 (264.0938) embed_mse 1283.9810 (1311.5591) mask_bce 0.2175 (0.2570) mask_dice 0.8657 (0.8633) mem 21941MB +[2025-12-25 00:16:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][530/1573] eta 0:24:16 lr 0.000033 time 0.4151 (1.3969) loss 1355.4854 (1312.6284) grad_norm 149.5609 (262.3584) embed_mse 1354.3662 (1311.5084) mask_bce 0.2786 (0.2568) mask_dice 0.8405 (0.8632) mem 21941MB +[2025-12-25 00:16:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][540/1573] eta 0:23:53 lr 0.000034 time 2.8213 (1.3879) loss 1274.6183 (1312.6142) grad_norm 296.8187 (262.8727) embed_mse 1273.4965 (1311.4941) mask_bce 0.2683 (0.2567) mask_dice 0.8535 (0.8634) mem 21941MB +[2025-12-25 00:16:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][550/1573] eta 0:23:35 lr 0.000034 time 0.4105 (1.3838) loss 1392.9314 (1312.6545) grad_norm 248.7909 (262.6657) embed_mse 1391.8335 (1311.5347) mask_bce 0.2149 (0.2564) mask_dice 0.8829 (0.8634) mem 21941MB +[2025-12-25 00:16:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][560/1573] eta 0:23:15 lr 0.000034 time 0.4090 (1.3777) loss 1310.6973 (1312.8680) grad_norm 222.9980 (261.1418) embed_mse 1309.6171 (1311.7483) mask_bce 0.2198 (0.2563) mask_dice 0.8604 (0.8634) mem 21941MB +[2025-12-25 00:16:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][570/1573] eta 0:22:50 lr 0.000034 time 0.4224 (1.3664) loss 1356.2815 (1312.7630) grad_norm 281.7111 (261.4315) embed_mse 1355.1860 (1311.6432) mask_bce 0.2258 (0.2566) mask_dice 0.8697 (0.8632) mem 21941MB +[2025-12-25 00:17:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][580/1573] eta 0:22:35 lr 0.000034 time 5.3963 (1.3651) loss 1283.8184 (1312.7992) grad_norm 449.7314 (264.0468) embed_mse 1282.7079 (1311.6798) mask_bce 0.2602 (0.2562) mask_dice 0.8502 (0.8632) mem 21941MB +[2025-12-25 00:17:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][590/1573] eta 0:22:08 lr 0.000034 time 0.4127 (1.3511) loss 1291.3652 (1312.4766) grad_norm 306.6181 (264.6299) embed_mse 1290.2545 (1311.3568) mask_bce 0.2583 (0.2565) mask_dice 0.8524 (0.8632) mem 21941MB +[2025-12-25 00:17:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][600/1573] eta 0:21:49 lr 0.000035 time 0.4147 (1.3463) loss 1342.7537 (1312.4456) grad_norm 248.3087 (265.9388) embed_mse 1341.6038 (1311.3260) mask_bce 0.2974 (0.2564) mask_dice 0.8525 (0.8632) mem 21941MB +[2025-12-25 00:17:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][610/1573] eta 0:21:21 lr 0.000035 time 0.4151 (1.3311) loss 1319.4352 (1312.7444) grad_norm 224.5208 (265.3938) embed_mse 1318.3290 (1311.6246) mask_bce 0.2256 (0.2567) mask_dice 0.8806 (0.8632) mem 21941MB +[2025-12-25 00:17:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][620/1573] eta 0:21:42 lr 0.000035 time 13.7895 (1.3668) loss 1292.7549 (1312.6080) grad_norm 340.9029 (266.3745) embed_mse 1291.6522 (1311.4882) mask_bce 0.2488 (0.2568) mask_dice 0.8539 (0.8630) mem 21941MB +[2025-12-25 00:18:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][630/1573] eta 0:21:17 lr 0.000035 time 0.4131 (1.3547) loss 1339.8951 (1312.6254) grad_norm 393.6887 (268.0067) embed_mse 1338.7797 (1311.5055) mask_bce 0.2599 (0.2571) mask_dice 0.8556 (0.8628) mem 21941MB +[2025-12-25 00:18:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][640/1573] eta 0:20:53 lr 0.000035 time 0.4131 (1.3431) loss 1304.6460 (1312.5703) grad_norm 422.7445 (273.1768) embed_mse 1303.5353 (1311.4505) mask_bce 0.2627 (0.2570) mask_dice 0.8480 (0.8628) mem 21941MB +[2025-12-25 00:18:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][650/1573] eta 0:20:33 lr 0.000035 time 0.4149 (1.3359) loss 1314.0819 (1312.4878) grad_norm 355.8146 (274.1970) embed_mse 1312.9878 (1311.3683) mask_bce 0.2324 (0.2567) mask_dice 0.8617 (0.8628) mem 21941MB +[2025-12-25 00:18:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][660/1573] eta 0:20:17 lr 0.000035 time 3.3758 (1.3332) loss 1317.3778 (1313.0232) grad_norm 312.1059 (274.6593) embed_mse 1316.2635 (1311.9037) mask_bce 0.2450 (0.2566) mask_dice 0.8693 (0.8628) mem 21941MB +[2025-12-25 00:18:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][670/1573] eta 0:19:56 lr 0.000036 time 0.4113 (1.3246) loss 1304.4492 (1312.9242) grad_norm 273.8920 (274.6500) embed_mse 1303.3510 (1311.8050) mask_bce 0.2409 (0.2565) mask_dice 0.8574 (0.8627) mem 21941MB +[2025-12-25 00:18:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][680/1573] eta 0:19:32 lr 0.000036 time 0.4149 (1.3133) loss 1336.8789 (1313.0078) grad_norm 406.6334 (277.5421) embed_mse 1335.7677 (1311.8887) mask_bce 0.2546 (0.2564) mask_dice 0.8566 (0.8627) mem 21941MB +[2025-12-25 00:18:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][690/1573] eta 0:19:16 lr 0.000036 time 0.4161 (1.3097) loss 1343.3083 (1313.1278) grad_norm 203.1726 (276.6773) embed_mse 1342.2007 (1312.0088) mask_bce 0.2392 (0.2564) mask_dice 0.8685 (0.8626) mem 21941MB +[2025-12-25 00:19:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][700/1573] eta 0:19:14 lr 0.000036 time 11.9513 (1.3225) loss 1340.3704 (1313.0823) grad_norm 261.7739 (276.5060) embed_mse 1339.2406 (1311.9634) mask_bce 0.2767 (0.2564) mask_dice 0.8531 (0.8626) mem 21941MB +[2025-12-25 00:19:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][710/1573] eta 0:18:51 lr 0.000036 time 0.4129 (1.3108) loss 1311.1942 (1313.0883) grad_norm 186.2670 (275.4806) embed_mse 1310.1102 (1311.9696) mask_bce 0.2249 (0.2563) mask_dice 0.8591 (0.8624) mem 21941MB +[2025-12-25 00:19:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][720/1573] eta 0:18:42 lr 0.000037 time 0.4136 (1.3165) loss 1318.3376 (1312.9996) grad_norm 464.1835 (278.4607) embed_mse 1317.2443 (1311.8810) mask_bce 0.2105 (0.2560) mask_dice 0.8829 (0.8626) mem 21941MB +[2025-12-25 00:19:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][730/1573] eta 0:18:30 lr 0.000037 time 0.4138 (1.3172) loss 1316.9531 (1313.0478) grad_norm 469.1794 (280.5565) embed_mse 1315.8395 (1311.9292) mask_bce 0.2691 (0.2561) mask_dice 0.8446 (0.8624) mem 21941MB +[2025-12-25 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INFO Train: [1/30][770/1573] eta 0:17:19 lr 0.000037 time 0.4481 (1.2944) loss 1302.4888 (1313.4367) grad_norm 321.3806 (280.0303) embed_mse 1301.3710 (1312.3183) mask_bce 0.2412 (0.2560) mask_dice 0.8766 (0.8624) mem 21941MB +[2025-12-25 00:20:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][780/1573] eta 0:17:00 lr 0.000037 time 0.4149 (1.2875) loss 1377.5848 (1313.3732) grad_norm 532.9077 (282.6373) embed_mse 1376.3276 (1312.2548) mask_bce 0.3693 (0.2560) mask_dice 0.8879 (0.8624) mem 21941MB +[2025-12-25 00:20:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][790/1573] eta 0:16:39 lr 0.000038 time 0.4161 (1.2768) loss 1330.9286 (1313.5038) grad_norm 401.6096 (283.8513) embed_mse 1329.8439 (1312.3855) mask_bce 0.2379 (0.2559) mask_dice 0.8468 (0.8624) mem 21941MB +[2025-12-25 00:20:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][800/1573] eta 0:16:24 lr 0.000038 time 0.4117 (1.2735) loss 1353.9727 (1313.5750) grad_norm 275.5983 (283.1820) embed_mse 1352.7340 (1312.4567) mask_bce 0.3627 (0.2559) mask_dice 0.8760 (0.8624) mem 21941MB +[2025-12-25 00:21:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][810/1573] eta 0:16:11 lr 0.000038 time 0.4178 (1.2739) loss 1366.1030 (1313.7082) grad_norm 375.4073 (284.0952) embed_mse 1365.0096 (1312.5901) mask_bce 0.2318 (0.2558) mask_dice 0.8615 (0.8624) mem 21941MB +[2025-12-25 00:21:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][820/1573] eta 0:15:51 lr 0.000038 time 0.4135 (1.2634) loss 1313.0901 (1313.6728) grad_norm 190.3986 (283.1766) embed_mse 1311.9940 (1312.5546) mask_bce 0.2262 (0.2559) mask_dice 0.8699 (0.8623) mem 21941MB +[2025-12-25 00:21:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][830/1573] eta 0:15:38 lr 0.000038 time 0.4148 (1.2632) loss 1334.1520 (1313.5232) grad_norm 220.7240 (282.5703) embed_mse 1333.0422 (1312.4050) mask_bce 0.2624 (0.2560) mask_dice 0.8474 (0.8622) mem 21941MB +[2025-12-25 00:21:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][840/1573] eta 0:15:22 lr 0.000038 time 0.4141 (1.2579) loss 1302.8225 (1313.3996) grad_norm 297.4283 (282.6406) embed_mse 1301.7395 (1312.2815) mask_bce 0.2471 (0.2559) mask_dice 0.8359 (0.8622) mem 21941MB +[2025-12-25 00:21:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][850/1573] eta 0:15:03 lr 0.000039 time 0.4145 (1.2498) loss 1291.6227 (1313.4289) grad_norm 315.0232 (282.9460) embed_mse 1290.5205 (1312.3109) mask_bce 0.2309 (0.2558) mask_dice 0.8712 (0.8622) mem 21941MB +[2025-12-25 00:22:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][860/1573] eta 0:15:02 lr 0.000039 time 18.8826 (1.2664) loss 1251.4149 (1313.2848) grad_norm 207.4685 (282.2406) embed_mse 1250.2969 (1312.1671) mask_bce 0.2692 (0.2555) mask_dice 0.8488 (0.8622) mem 21941MB +[2025-12-25 00:22:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][870/1573] eta 0:14:43 lr 0.000039 time 0.4138 (1.2567) loss 1319.6226 (1313.3427) grad_norm 209.2037 (281.5644) embed_mse 1318.5120 (1312.2251) mask_bce 0.2636 (0.2555) mask_dice 0.8469 (0.8621) mem 21941MB +[2025-12-25 00:22:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][880/1573] eta 0:14:24 lr 0.000039 time 0.4136 (1.2472) loss 1374.5148 (1313.3816) grad_norm 253.5186 (281.6250) embed_mse 1373.4242 (1312.2641) mask_bce 0.2176 (0.2555) mask_dice 0.8729 (0.8620) mem 21941MB +[2025-12-25 00:22:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][890/1573] eta 0:14:12 lr 0.000039 time 0.4138 (1.2476) loss 1331.2976 (1313.5119) grad_norm 553.1226 (284.0709) embed_mse 1330.1766 (1312.3943) mask_bce 0.2527 (0.2556) mask_dice 0.8683 (0.8620) mem 21941MB +[2025-12-25 00:22:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][900/1573] eta 0:13:54 lr 0.000039 time 0.4132 (1.2399) loss 1261.1227 (1313.5109) grad_norm 154.6940 (282.9158) embed_mse 1260.0471 (1312.3935) mask_bce 0.2199 (0.2555) mask_dice 0.8557 (0.8620) mem 21941MB +[2025-12-25 00:22:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][910/1573] eta 0:13:41 lr 0.000039 time 0.4149 (1.2385) loss 1246.0736 (1313.5005) grad_norm 371.5117 (283.6998) embed_mse 1244.9722 (1312.3831) mask_bce 0.2447 (0.2555) mask_dice 0.8567 (0.8619) mem 21941MB +[2025-12-25 00:22:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][920/1573] eta 0:13:29 lr 0.000040 time 0.4126 (1.2395) loss 1303.7765 (1313.6050) grad_norm 176.1875 (282.8018) embed_mse 1302.7092 (1312.4877) mask_bce 0.2003 (0.2555) mask_dice 0.8670 (0.8618) mem 21941MB +[2025-12-25 00:22:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][930/1573] eta 0:13:11 lr 0.000040 time 0.4154 (1.2306) loss 1272.9364 (1313.6765) grad_norm 287.8626 (282.8454) embed_mse 1271.8060 (1312.5593) mask_bce 0.3015 (0.2555) mask_dice 0.8288 (0.8618) mem 21941MB +[2025-12-25 00:23:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][940/1573] eta 0:12:57 lr 0.000040 time 0.4150 (1.2275) loss 1315.7589 (1313.7895) grad_norm 296.3243 (282.9606) embed_mse 1314.5016 (1312.6721) mask_bce 0.3772 (0.2556) mask_dice 0.8802 (0.8617) mem 21941MB +[2025-12-25 00:23:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][950/1573] eta 0:12:39 lr 0.000040 time 0.4139 (1.2194) loss 1248.8198 (1313.8302) grad_norm 288.7443 (283.0096) embed_mse 1247.6593 (1312.7129) mask_bce 0.2991 (0.2556) mask_dice 0.8615 (0.8617) mem 21941MB +[2025-12-25 00:23:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][960/1573] eta 0:12:28 lr 0.000040 time 0.4313 (1.2210) loss 1350.6743 (1313.9486) grad_norm 460.1153 (284.9680) embed_mse 1349.5433 (1312.8314) mask_bce 0.2910 (0.2556) mask_dice 0.8400 (0.8616) mem 21941MB +[2025-12-25 00:23:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][970/1573] eta 0:12:12 lr 0.000040 time 0.4117 (1.2142) loss 1288.0753 (1314.0161) grad_norm 428.9427 (286.1578) embed_mse 1286.9958 (1312.8990) mask_bce 0.2294 (0.2557) mask_dice 0.8501 (0.8615) mem 21941MB +[2025-12-25 00:23:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][980/1573] eta 0:11:55 lr 0.000041 time 0.4139 (1.2073) loss 1318.6570 (1313.9174) grad_norm 278.0667 (286.0915) embed_mse 1317.5641 (1312.8001) mask_bce 0.2444 (0.2559) mask_dice 0.8485 (0.8614) mem 21941MB +[2025-12-25 00:23:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][990/1573] eta 0:11:41 lr 0.000041 time 0.4158 (1.2030) loss 1347.3030 (1313.9709) grad_norm 279.9049 (286.0412) embed_mse 1346.1967 (1312.8538) mask_bce 0.2587 (0.2556) mask_dice 0.8477 (0.8614) mem 21941MB +[2025-12-25 00:23:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1000/1573] eta 0:11:26 lr 0.000041 time 0.4146 (1.1973) loss 1268.4006 (1313.7995) grad_norm 250.1758 (286.5673) embed_mse 1267.3163 (1312.6824) mask_bce 0.1961 (0.2556) mask_dice 0.8881 (0.8615) mem 21941MB +[2025-12-25 00:23:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1010/1573] eta 0:11:10 lr 0.000041 time 0.4142 (1.1911) loss 1298.2429 (1313.6898) grad_norm 267.5257 (286.4162) embed_mse 1297.1322 (1312.5728) mask_bce 0.2578 (0.2556) mask_dice 0.8529 (0.8614) mem 21941MB +[2025-12-25 00:24:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1020/1573] eta 0:10:58 lr 0.000041 time 0.4142 (1.1913) loss 1381.7469 (1313.7554) grad_norm 205.9480 (285.7825) embed_mse 1380.6185 (1312.6381) mask_bce 0.2763 (0.2559) mask_dice 0.8521 (0.8614) mem 21941MB +[2025-12-25 00:24:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1030/1573] eta 0:10:44 lr 0.000041 time 0.4186 (1.1863) loss 1374.6448 (1313.8169) grad_norm 403.1718 (286.6996) embed_mse 1373.5287 (1312.6996) mask_bce 0.2571 (0.2560) mask_dice 0.8590 (0.8613) mem 21941MB +[2025-12-25 00:24:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1040/1573] eta 0:10:30 lr 0.000042 time 0.4152 (1.1823) loss 1356.7720 (1314.0430) grad_norm 192.0866 (286.3544) embed_mse 1355.6802 (1312.9258) mask_bce 0.2686 (0.2559) mask_dice 0.8233 (0.8613) mem 21941MB +[2025-12-25 00:24:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1050/1573] eta 0:10:23 lr 0.000042 time 0.4159 (1.1917) loss 1322.4629 (1313.9919) grad_norm 197.9721 (285.6797) embed_mse 1321.3700 (1312.8750) mask_bce 0.2413 (0.2556) mask_dice 0.8516 (0.8613) mem 21941MB +[2025-12-25 00:24:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1060/1573] eta 0:10:07 lr 0.000042 time 0.4143 (1.1846) loss 1293.5369 (1314.1190) grad_norm 307.6284 (285.8460) embed_mse 1292.4218 (1313.0021) mask_bce 0.2767 (0.2557) mask_dice 0.8384 (0.8612) mem 21941MB +[2025-12-25 00:24:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1070/1573] eta 0:09:54 lr 0.000042 time 0.4135 (1.1821) loss 1342.6428 (1314.2190) grad_norm 222.9042 (285.3727) embed_mse 1341.5446 (1313.1022) mask_bce 0.2421 (0.2556) mask_dice 0.8561 (0.8612) mem 21941MB +[2025-12-25 00:25:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1080/1573] eta 0:09:39 lr 0.000042 time 0.4155 (1.1750) loss 1300.4287 (1314.3387) grad_norm 215.5527 (284.1114) embed_mse 1299.3303 (1313.2218) mask_bce 0.2529 (0.2557) mask_dice 0.8455 (0.8611) mem 21941MB +[2025-12-25 00:25:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1090/1573] eta 0:09:25 lr 0.000042 time 0.4152 (1.1706) loss 1340.4825 (1314.3573) grad_norm 200.6115 (283.4975) embed_mse 1339.3822 (1313.2404) mask_bce 0.2533 (0.2558) mask_dice 0.8471 (0.8611) mem 21941MB +[2025-12-25 00:25:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1100/1573] eta 0:09:15 lr 0.000042 time 5.9288 (1.1737) loss 1320.9052 (1314.4524) grad_norm 293.0616 (283.5673) embed_mse 1319.7904 (1313.3355) mask_bce 0.2579 (0.2558) mask_dice 0.8568 (0.8610) mem 21941MB +[2025-12-25 00:25:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1110/1573] eta 0:09:03 lr 0.000043 time 0.4134 (1.1748) loss 1343.7375 (1314.4651) grad_norm 386.1828 (284.3109) embed_mse 1342.6240 (1313.3483) mask_bce 0.2607 (0.2558) mask_dice 0.8529 (0.8610) mem 21941MB +[2025-12-25 00:25:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1120/1573] eta 0:08:49 lr 0.000043 time 0.4127 (1.1680) loss 1318.8623 (1314.5331) grad_norm 226.6417 (283.8776) embed_mse 1317.7480 (1313.4164) mask_bce 0.2658 (0.2557) mask_dice 0.8485 (0.8609) mem 21941MB +[2025-12-25 00:25:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1130/1573] eta 0:08:34 lr 0.000043 time 0.4144 (1.1616) loss 1289.7443 (1314.5633) grad_norm 309.0350 (284.0560) embed_mse 1288.6445 (1313.4468) mask_bce 0.2354 (0.2556) mask_dice 0.8643 (0.8610) mem 21941MB +[2025-12-25 00:25:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1140/1573] eta 0:08:21 lr 0.000043 time 0.4162 (1.1576) loss 1321.3280 (1314.4962) grad_norm 253.8700 (283.8435) embed_mse 1320.2046 (1313.3798) mask_bce 0.2603 (0.2555) mask_dice 0.8630 (0.8610) mem 21941MB +[2025-12-25 00:26:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1150/1573] eta 0:08:09 lr 0.000043 time 0.4149 (1.1583) loss 1318.6445 (1314.4251) grad_norm 176.8678 (283.0954) embed_mse 1317.5067 (1313.3088) mask_bce 0.2821 (0.2554) mask_dice 0.8558 (0.8609) mem 21941MB +[2025-12-25 00:26:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1160/1573] eta 0:07:56 lr 0.000044 time 0.4107 (1.1526) loss 1321.3601 (1314.4610) grad_norm 247.8231 (282.2825) embed_mse 1320.2444 (1313.3446) mask_bce 0.2769 (0.2556) mask_dice 0.8387 (0.8609) mem 21941MB +[2025-12-25 00:26:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1170/1573] eta 0:07:45 lr 0.000044 time 0.4158 (1.1547) loss 1281.7380 (1314.3153) grad_norm 210.1162 (281.7882) embed_mse 1280.6288 (1313.1987) mask_bce 0.2405 (0.2557) mask_dice 0.8687 (0.8609) mem 21941MB +[2025-12-25 00:26:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1180/1573] eta 0:07:31 lr 0.000044 time 0.4119 (1.1485) loss 1329.6027 (1314.4150) grad_norm 196.8185 (281.2102) embed_mse 1328.5083 (1313.2985) mask_bce 0.2379 (0.2556) mask_dice 0.8565 (0.8609) mem 21941MB +[2025-12-25 00:26:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1190/1573] eta 0:07:17 lr 0.000044 time 0.4143 (1.1425) loss 1254.1428 (1314.3294) grad_norm 294.2268 (281.2982) embed_mse 1253.0562 (1313.2130) mask_bce 0.2369 (0.2555) mask_dice 0.8497 (0.8608) mem 21941MB +[2025-12-25 00:26:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1200/1573] eta 0:07:05 lr 0.000044 time 0.4149 (1.1395) loss 1311.0055 (1314.4502) grad_norm 200.7492 (280.6234) embed_mse 1309.8795 (1313.3340) mask_bce 0.2932 (0.2554) mask_dice 0.8327 (0.8608) mem 21941MB +[2025-12-25 00:26:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1210/1573] eta 0:06:53 lr 0.000044 time 4.9109 (1.1384) loss 1280.8042 (1314.3907) grad_norm 271.4642 (280.5627) embed_mse 1279.7186 (1313.2746) mask_bce 0.2158 (0.2553) mask_dice 0.8697 (0.8607) mem 21941MB +[2025-12-25 00:26:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1220/1573] eta 0:06:40 lr 0.000044 time 0.4192 (1.1353) loss 1335.3191 (1314.4655) grad_norm 183.7962 (279.9261) embed_mse 1334.2385 (1313.3496) mask_bce 0.2053 (0.2552) mask_dice 0.8752 (0.8607) mem 21941MB +[2025-12-25 00:27:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1230/1573] eta 0:06:27 lr 0.000045 time 0.4143 (1.1295) loss 1302.4304 (1314.4641) grad_norm 458.8285 (281.0954) embed_mse 1301.3538 (1313.3483) mask_bce 0.2003 (0.2551) mask_dice 0.8763 (0.8607) mem 21941MB +[2025-12-25 00:27:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1240/1573] eta 0:06:14 lr 0.000045 time 0.4133 (1.1237) loss 1342.3009 (1314.3965) grad_norm 190.4489 (280.2624) embed_mse 1341.1936 (1313.2809) mask_bce 0.2586 (0.2550) mask_dice 0.8487 (0.8606) mem 21941MB +[2025-12-25 00:27:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1250/1573] eta 0:06:01 lr 0.000045 time 0.4154 (1.1181) loss 1314.0164 (1314.5066) grad_norm 176.1311 (279.5948) embed_mse 1312.9414 (1313.3911) mask_bce 0.1933 (0.2549) mask_dice 0.8817 (0.8606) mem 21941MB +[2025-12-25 00:27:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1260/1573] eta 0:05:49 lr 0.000045 time 0.4162 (1.1158) loss 1256.7253 (1314.4824) grad_norm 282.1319 (279.6110) embed_mse 1255.6239 (1313.3671) mask_bce 0.2417 (0.2548) mask_dice 0.8597 (0.8606) mem 21941MB +[2025-12-25 00:27:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1270/1573] eta 0:05:36 lr 0.000045 time 0.4156 (1.1113) loss 1314.9077 (1314.4625) grad_norm 249.7999 (279.4224) embed_mse 1313.8364 (1313.3472) mask_bce 0.2081 (0.2547) mask_dice 0.8631 (0.8606) mem 21941MB +[2025-12-25 00:27:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1280/1573] eta 0:05:24 lr 0.000045 time 0.4160 (1.1059) loss 1295.6848 (1314.4001) grad_norm 179.6893 (279.1959) embed_mse 1294.5493 (1313.2848) mask_bce 0.2604 (0.2547) mask_dice 0.8751 (0.8606) mem 21941MB +[2025-12-25 00:27:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1290/1573] eta 0:05:11 lr 0.000046 time 0.4140 (1.1023) loss 1275.9988 (1314.3092) grad_norm 331.2611 (279.5193) embed_mse 1274.9126 (1313.1941) mask_bce 0.2098 (0.2546) mask_dice 0.8763 (0.8605) mem 21941MB +[2025-12-25 00:27:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1300/1573] eta 0:05:00 lr 0.000046 time 0.4193 (1.1003) loss 1339.9268 (1314.4021) grad_norm 331.5966 (279.8408) embed_mse 1338.8114 (1313.2870) mask_bce 0.2717 (0.2545) mask_dice 0.8437 (0.8605) mem 21941MB +[2025-12-25 00:27:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1310/1573] eta 0:04:48 lr 0.000046 time 0.4135 (1.0979) loss 1337.0754 (1314.5061) grad_norm 197.9202 (279.3382) embed_mse 1335.9650 (1313.3911) mask_bce 0.2533 (0.2544) mask_dice 0.8571 (0.8605) mem 21941MB +[2025-12-25 00:27:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1320/1573] eta 0:04:37 lr 0.000046 time 0.4127 (1.0962) loss 1413.3329 (1314.6022) grad_norm 250.1947 (279.5098) embed_mse 1412.2312 (1313.4873) mask_bce 0.2246 (0.2545) mask_dice 0.8771 (0.8604) mem 21941MB +[2025-12-25 00:28:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1330/1573] eta 0:04:25 lr 0.000046 time 0.4137 (1.0926) loss 1351.4199 (1314.5974) grad_norm 216.4200 (279.1298) embed_mse 1350.3386 (1313.4827) mask_bce 0.1843 (0.2543) mask_dice 0.8969 (0.8605) mem 21941MB +[2025-12-25 00:28:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1340/1573] eta 0:04:13 lr 0.000046 time 0.4125 (1.0896) loss 1296.8534 (1314.6430) grad_norm 277.3854 (279.1194) embed_mse 1295.7515 (1313.5282) mask_bce 0.2309 (0.2543) mask_dice 0.8710 (0.8605) mem 21941MB +[2025-12-25 00:28:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1350/1573] eta 0:04:02 lr 0.000046 time 0.4140 (1.0871) loss 1232.9250 (1314.6977) grad_norm 184.9645 (278.5589) embed_mse 1231.8240 (1313.5830) mask_bce 0.2330 (0.2542) mask_dice 0.8680 (0.8605) mem 21941MB +[2025-12-25 00:28:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1360/1573] eta 0:03:52 lr 0.000047 time 0.4118 (1.0911) loss 1381.3685 (1314.6886) grad_norm 465.2200 (280.7566) embed_mse 1380.2631 (1313.5740) mask_bce 0.2352 (0.2541) mask_dice 0.8702 (0.8604) mem 21941MB +[2025-12-25 00:28:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1370/1573] eta 0:03:40 lr 0.000047 time 0.4143 (1.0879) loss 1250.2036 (1314.6776) grad_norm 218.8620 (280.3947) embed_mse 1249.0786 (1313.5629) mask_bce 0.2505 (0.2543) mask_dice 0.8746 (0.8604) mem 21941MB +[2025-12-25 00:28:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1380/1573] eta 0:03:30 lr 0.000047 time 4.8941 (1.0926) loss 1333.0088 (1314.6861) grad_norm 266.5119 (280.3140) embed_mse 1331.8325 (1313.5714) mask_bce 0.3070 (0.2543) mask_dice 0.8692 (0.8604) mem 21941MB +[2025-12-25 00:29:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1390/1573] eta 0:03:20 lr 0.000047 time 0.4136 (1.0934) loss 1293.5920 (1314.7410) grad_norm 188.8015 (279.7850) embed_mse 1292.4873 (1313.6263) mask_bce 0.2587 (0.2544) mask_dice 0.8459 (0.8603) mem 21941MB +[2025-12-25 00:29:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1400/1573] eta 0:03:09 lr 0.000047 time 0.4142 (1.0936) loss 1278.6018 (1314.6637) grad_norm 210.6423 (279.2206) embed_mse 1277.4835 (1313.5491) mask_bce 0.2836 (0.2543) mask_dice 0.8347 (0.8603) mem 21941MB +[2025-12-25 00:29:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1410/1573] eta 0:02:57 lr 0.000047 time 0.4145 (1.0888) loss 1366.2864 (1314.7776) grad_norm 190.2750 (278.7152) embed_mse 1365.1741 (1313.6631) mask_bce 0.2654 (0.2543) mask_dice 0.8469 (0.8603) mem 21941MB +[2025-12-25 00:29:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1420/1573] eta 0:02:46 lr 0.000048 time 9.3425 (1.0903) loss 1367.3125 (1314.7934) grad_norm 225.5464 (278.4148) embed_mse 1366.1521 (1313.6789) mask_bce 0.2849 (0.2542) mask_dice 0.8755 (0.8603) mem 21941MB +[2025-12-25 00:29:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1430/1573] eta 0:02:35 lr 0.000048 time 0.4147 (1.0894) loss 1298.5880 (1314.8373) grad_norm 446.5181 (279.3593) embed_mse 1297.5132 (1313.7229) mask_bce 0.2231 (0.2542) mask_dice 0.8518 (0.8603) mem 21941MB +[2025-12-25 00:29:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1440/1573] eta 0:02:24 lr 0.000048 time 0.4130 (1.0870) loss 1332.7662 (1314.8615) grad_norm 247.3441 (280.0754) embed_mse 1331.5762 (1313.7471) mask_bce 0.2858 (0.2542) mask_dice 0.9042 (0.8603) mem 21941MB +[2025-12-25 00:30:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1450/1573] eta 0:02:13 lr 0.000048 time 0.4188 (1.0837) loss 1231.2678 (1314.8419) grad_norm 224.1858 (279.7667) embed_mse 1230.1621 (1313.7276) mask_bce 0.2619 (0.2541) mask_dice 0.8439 (0.8602) mem 21941MB +[2025-12-25 00:30:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1460/1573] eta 0:02:02 lr 0.000048 time 0.4170 (1.0812) loss 1272.7751 (1314.8230) grad_norm 232.2991 (279.5059) embed_mse 1271.6746 (1313.7087) mask_bce 0.2554 (0.2542) mask_dice 0.8451 (0.8602) mem 21941MB +[2025-12-25 00:30:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1470/1573] eta 0:01:51 lr 0.000048 time 0.4159 (1.0813) loss 1338.5929 (1314.8701) grad_norm 165.4767 (278.8827) embed_mse 1337.5198 (1313.7558) mask_bce 0.2235 (0.2542) mask_dice 0.8496 (0.8601) mem 21941MB +[2025-12-25 00:30:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1480/1573] eta 0:01:40 lr 0.000049 time 0.4142 (1.0830) loss 1350.4441 (1314.9061) grad_norm 220.2030 (278.4095) embed_mse 1349.3280 (1313.7919) mask_bce 0.2680 (0.2541) mask_dice 0.8481 (0.8601) mem 21941MB +[2025-12-25 00:30:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1490/1573] eta 0:01:29 lr 0.000049 time 0.4163 (1.0786) loss 1272.4790 (1314.7893) grad_norm 276.3416 (278.3983) embed_mse 1271.3783 (1313.6752) mask_bce 0.2551 (0.2541) mask_dice 0.8456 (0.8600) mem 21941MB +[2025-12-25 00:30:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1500/1573] eta 0:01:19 lr 0.000049 time 7.0374 (1.0842) loss 1336.7637 (1314.6836) grad_norm 343.5024 (278.7465) embed_mse 1335.6493 (1313.5695) mask_bce 0.2813 (0.2542) mask_dice 0.8331 (0.8599) mem 21941MB +[2025-12-25 00:31:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1510/1573] eta 0:01:08 lr 0.000049 time 0.4146 (1.0834) loss 1362.8339 (1314.7995) grad_norm 238.7901 (278.5339) embed_mse 1361.7178 (1313.6854) mask_bce 0.2858 (0.2541) mask_dice 0.8304 (0.8600) mem 21941MB +[2025-12-25 00:31:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1520/1573] eta 0:00:57 lr 0.000049 time 0.4210 (1.0828) loss 1282.0856 (1314.6110) grad_norm 315.6572 (279.2603) embed_mse 1280.9766 (1313.4971) mask_bce 0.2750 (0.2540) mask_dice 0.8340 (0.8599) mem 21941MB +[2025-12-25 00:31:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1530/1573] eta 0:00:46 lr 0.000049 time 0.4169 (1.0785) loss 1345.4459 (1314.6385) grad_norm 301.8368 (279.3784) embed_mse 1344.3436 (1313.5246) mask_bce 0.2435 (0.2540) mask_dice 0.8588 (0.8599) mem 21941MB +[2025-12-25 00:31:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1540/1573] eta 0:00:35 lr 0.000049 time 1.1201 (1.0763) loss 1333.7548 (1314.5962) grad_norm 308.2601 (279.5289) embed_mse 1332.6404 (1313.4824) mask_bce 0.2407 (0.2540) mask_dice 0.8736 (0.8598) mem 21941MB +[2025-12-25 00:31:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1550/1573] eta 0:00:24 lr 0.000050 time 0.4168 (1.0780) loss 1365.7627 (1314.6152) grad_norm 284.4174 (279.5542) embed_mse 1364.6707 (1313.5015) mask_bce 0.2255 (0.2539) mask_dice 0.8666 (0.8598) mem 21941MB +[2025-12-25 00:31:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1560/1573] eta 0:00:13 lr 0.000050 time 0.4125 (1.0738) loss 1368.6021 (1314.5877) grad_norm 214.1841 (278.7928) embed_mse 1367.5148 (1313.4740) mask_bce 0.2306 (0.2539) mask_dice 0.8567 (0.8598) mem 21941MB +[2025-12-25 00:31:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [1/30][1570/1573] eta 0:00:03 lr 0.000049 time 0.4148 (1.0735) loss 1316.4847 (1314.4641) grad_norm 217.8150 (278.4817) embed_mse 1315.3972 (1313.3505) mask_bce 0.2390 (0.2539) mask_dice 0.8485 (0.8597) mem 21941MB +[2025-12-25 00:32:01 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 1 training takes 0:28:11 +[2025-12-25 00:32:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][0/1573] eta 2:16:14 lr 0.000049 time 5.1966 (5.1966) loss 1375.4065 (1375.4065) grad_norm 0.0000 (0.0000) embed_mse 1374.2974 (1374.2974) mask_bce 0.2628 (0.2628) mask_dice 0.8463 (0.8463) mem 21941MB +[2025-12-25 00:32:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][10/1573] eta 0:43:05 lr 0.000049 time 3.3874 (1.6544) loss 1248.0405 (1318.8064) grad_norm 373.6896 (373.6896) embed_mse 1246.9493 (1317.7053) mask_bce 0.2613 (0.2495) mask_dice 0.8299 (0.8516) mem 21941MB +[2025-12-25 00:32:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][20/1573] eta 0:27:35 lr 0.000049 time 0.4273 (1.0662) loss 1332.2980 (1316.8263) grad_norm 257.0063 (315.3480) embed_mse 1331.1681 (1315.7272) mask_bce 0.2767 (0.2420) mask_dice 0.8532 (0.8571) mem 21941MB +[2025-12-25 00:32:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][30/1573] eta 0:25:04 lr 0.000049 time 0.4139 (0.9752) loss 1365.4550 (1315.2691) grad_norm 213.5999 (281.4320) embed_mse 1364.3577 (1314.1692) mask_bce 0.2402 (0.2429) mask_dice 0.8570 (0.8571) mem 21941MB +[2025-12-25 00:32:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][40/1573] eta 0:22:15 lr 0.000049 time 0.4157 (0.8710) loss 1357.2991 (1318.3350) grad_norm 559.3784 (346.4374) embed_mse 1356.2023 (1317.2358) mask_bce 0.2337 (0.2431) mask_dice 0.8630 (0.8561) mem 21941MB +[2025-12-25 00:32:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][50/1573] eta 0:21:31 lr 0.000049 time 0.4146 (0.8479) loss 1296.9358 (1320.8795) grad_norm 306.9071 (339.8490) embed_mse 1295.7998 (1319.7784) mask_bce 0.2569 (0.2457) mask_dice 0.8792 (0.8553) mem 21941MB +[2025-12-25 00:32:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][60/1573] eta 0:19:35 lr 0.000049 time 0.4145 (0.7772) loss 1385.2438 (1320.5112) grad_norm 178.9419 (316.8623) embed_mse 1383.8212 (1319.4059) mask_bce 0.5399 (0.2503) mask_dice 0.8826 (0.8550) mem 21941MB +[2025-12-25 00:32:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][70/1573] eta 0:18:29 lr 0.000049 time 0.4179 (0.7380) loss 1232.5941 (1316.9708) grad_norm 288.5188 (313.3193) embed_mse 1231.4929 (1315.8639) mask_bce 0.2729 (0.2525) mask_dice 0.8282 (0.8544) mem 21941MB +[2025-12-25 00:32:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][80/1573] eta 0:17:28 lr 0.000049 time 0.4151 (0.7020) loss 1272.7505 (1318.7328) grad_norm 550.2700 (327.7773) embed_mse 1271.6140 (1317.6217) mask_bce 0.3022 (0.2565) mask_dice 0.8344 (0.8546) mem 21941MB +[2025-12-25 00:33:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][90/1573] eta 0:18:07 lr 0.000049 time 0.4136 (0.7334) loss 1341.7134 (1319.8459) grad_norm 233.6765 (319.2227) embed_mse 1340.6201 (1318.7357) mask_bce 0.2366 (0.2561) mask_dice 0.8567 (0.8541) mem 21941MB +[2025-12-25 00:33:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][100/1573] eta 0:17:14 lr 0.000049 time 0.4244 (0.7020) loss 1371.3501 (1318.8463) grad_norm 311.4245 (318.5728) embed_mse 1370.2577 (1317.7367) mask_bce 0.2237 (0.2560) mask_dice 0.8687 (0.8536) mem 21941MB +[2025-12-25 00:33:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][110/1573] eta 0:17:19 lr 0.000049 time 0.4162 (0.7106) loss 1323.8740 (1319.0075) grad_norm 193.2377 (308.9317) embed_mse 1322.7399 (1317.8970) mask_bce 0.3055 (0.2573) mask_dice 0.8286 (0.8532) mem 21941MB +[2025-12-25 00:33:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][120/1573] eta 0:17:08 lr 0.000049 time 0.4148 (0.7076) loss 1307.3672 (1318.8989) grad_norm 305.8276 (316.5163) embed_mse 1306.2234 (1317.7875) mask_bce 0.2868 (0.2576) mask_dice 0.8569 (0.8538) mem 21941MB +[2025-12-25 00:33:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][130/1573] eta 0:16:32 lr 0.000049 time 0.4174 (0.6876) loss 1323.5780 (1319.3082) grad_norm 218.1342 (310.3674) embed_mse 1322.4613 (1318.1966) mask_bce 0.2573 (0.2586) mask_dice 0.8594 (0.8531) mem 21941MB +[2025-12-25 00:33:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][140/1573] eta 0:16:51 lr 0.000049 time 0.4209 (0.7057) loss 1341.4078 (1319.2169) grad_norm 205.0694 (304.1734) embed_mse 1340.3364 (1318.1052) mask_bce 0.2124 (0.2584) mask_dice 0.8591 (0.8533) mem 21941MB +[2025-12-25 00:33:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][150/1573] eta 0:16:16 lr 0.000049 time 0.4141 (0.6865) loss 1380.8287 (1319.0799) grad_norm 345.0793 (306.4460) embed_mse 1379.7285 (1317.9687) mask_bce 0.2651 (0.2581) mask_dice 0.8350 (0.8531) mem 21941MB +[2025-12-25 00:33:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][160/1573] eta 0:15:47 lr 0.000049 time 0.4266 (0.6707) loss 1300.2362 (1318.3247) grad_norm 213.6618 (315.1169) embed_mse 1299.1407 (1317.2145) mask_bce 0.2573 (0.2568) mask_dice 0.8382 (0.8534) mem 21941MB +[2025-12-25 00:33:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][170/1573] eta 0:15:58 lr 0.000049 time 0.4130 (0.6833) loss 1321.4169 (1316.4573) grad_norm 243.3097 (311.6974) embed_mse 1320.3170 (1315.3481) mask_bce 0.2472 (0.2555) mask_dice 0.8526 (0.8537) mem 21941MB +[2025-12-25 00:34:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][180/1573] eta 0:15:32 lr 0.000049 time 0.4149 (0.6692) loss 1388.6381 (1316.3399) grad_norm 275.7155 (310.0619) embed_mse 1387.5066 (1315.2308) mask_bce 0.2938 (0.2554) mask_dice 0.8377 (0.8537) mem 21941MB +[2025-12-25 00:34:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][190/1573] eta 0:15:43 lr 0.000049 time 0.4135 (0.6822) loss 1328.7917 (1316.8679) grad_norm 164.3652 (303.7273) embed_mse 1327.6573 (1315.7587) mask_bce 0.3026 (0.2553) mask_dice 0.8318 (0.8538) mem 21941MB +[2025-12-25 00:34:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][200/1573] eta 0:15:25 lr 0.000049 time 1.2806 (0.6741) loss 1300.6736 (1317.2941) grad_norm 236.6109 (297.5341) embed_mse 1299.6083 (1316.1823) mask_bce 0.1873 (0.2578) mask_dice 0.8781 (0.8540) mem 21941MB +[2025-12-25 00:34:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][210/1573] eta 0:15:03 lr 0.000049 time 0.4225 (0.6626) loss 1336.5717 (1316.9232) grad_norm 232.3944 (295.0288) embed_mse 1335.4269 (1315.8123) mask_bce 0.2865 (0.2567) mask_dice 0.8583 (0.8541) mem 21941MB +[2025-12-25 00:34:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][220/1573] eta 0:14:56 lr 0.000049 time 0.4139 (0.6624) loss 1277.2852 (1316.9780) grad_norm 258.7515 (293.6852) embed_mse 1276.1852 (1315.8670) mask_bce 0.2506 (0.2567) mask_dice 0.8494 (0.8543) mem 21941MB +[2025-12-25 00:34:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][230/1573] eta 0:14:48 lr 0.000049 time 0.4155 (0.6618) loss 1369.1892 (1317.3752) grad_norm 285.3505 (293.3875) embed_mse 1368.0619 (1316.2642) mask_bce 0.2950 (0.2571) mask_dice 0.8323 (0.8539) mem 21941MB +[2025-12-25 00:34:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][240/1573] eta 0:14:28 lr 0.000049 time 0.4156 (0.6517) loss 1276.3910 (1316.8780) grad_norm 360.2019 (293.3649) embed_mse 1275.2677 (1315.7668) mask_bce 0.2973 (0.2577) mask_dice 0.8260 (0.8535) mem 21941MB +[2025-12-25 00:34:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][250/1573] eta 0:14:09 lr 0.000049 time 0.4176 (0.6424) loss 1334.0662 (1316.8904) grad_norm 176.8590 (289.6066) embed_mse 1332.9723 (1315.7800) mask_bce 0.2400 (0.2571) mask_dice 0.8539 (0.8534) mem 21941MB +[2025-12-25 00:34:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][260/1573] eta 0:14:04 lr 0.000049 time 0.4168 (0.6429) loss 1303.5438 (1316.9808) grad_norm 233.0583 (287.8395) embed_mse 1302.4337 (1315.8709) mask_bce 0.2726 (0.2565) mask_dice 0.8374 (0.8533) mem 21941MB +[2025-12-25 00:34:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][270/1573] eta 0:14:08 lr 0.000049 time 0.4128 (0.6510) loss 1371.2336 (1317.1426) grad_norm 199.7962 (285.1715) embed_mse 1370.1237 (1316.0330) mask_bce 0.2642 (0.2564) mask_dice 0.8457 (0.8532) mem 21941MB +[2025-12-25 00:35:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][280/1573] eta 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INFO Train: [2/30][410/1573] eta 0:13:00 lr 0.000049 time 0.4167 (0.6710) loss 1239.5834 (1316.4467) grad_norm 374.2824 (269.0340) embed_mse 1238.5388 (1315.3398) mask_bce 0.1823 (0.2530) mask_dice 0.8622 (0.8539) mem 21941MB +[2025-12-25 00:36:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][420/1573] eta 0:12:56 lr 0.000049 time 2.3187 (0.6735) loss 1336.2412 (1316.4345) grad_norm 209.0619 (267.8807) embed_mse 1335.1903 (1315.3279) mask_bce 0.1847 (0.2529) mask_dice 0.8662 (0.8538) mem 21941MB +[2025-12-25 00:36:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][430/1573] eta 0:12:49 lr 0.000049 time 0.9244 (0.6734) loss 1330.8998 (1316.7018) grad_norm 442.1902 (271.1696) embed_mse 1329.8134 (1315.5952) mask_bce 0.2298 (0.2529) mask_dice 0.8567 (0.8538) mem 21941MB +[2025-12-25 00:36:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][440/1573] eta 0:12:38 lr 0.000049 time 0.4158 (0.6691) loss 1354.6514 (1316.5620) grad_norm 559.9962 (279.4416) embed_mse 1353.5181 (1315.4553) mask_bce 0.2913 (0.2531) mask_dice 0.8421 (0.8536) mem 21941MB +[2025-12-25 00:37:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][450/1573] eta 0:12:27 lr 0.000049 time 0.4225 (0.6653) loss 1270.0026 (1316.6924) grad_norm 190.9415 (277.8612) embed_mse 1268.8936 (1315.5856) mask_bce 0.2780 (0.2533) mask_dice 0.8309 (0.8535) mem 21941MB +[2025-12-25 00:37:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][460/1573] eta 0:12:15 lr 0.000049 time 0.4232 (0.6609) loss 1275.4032 (1316.3302) grad_norm 409.6850 (280.1739) embed_mse 1274.2887 (1315.2232) mask_bce 0.2723 (0.2538) mask_dice 0.8423 (0.8532) mem 21941MB +[2025-12-25 00:37:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][470/1573] eta 0:12:18 lr 0.000049 time 0.4170 (0.6694) loss 1369.4032 (1316.6847) grad_norm 628.2260 (286.1748) embed_mse 1368.3079 (1315.5779) mask_bce 0.2397 (0.2536) mask_dice 0.8556 (0.8532) mem 21941MB +[2025-12-25 00:37:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][480/1573] eta 0:12:06 lr 0.000049 time 0.4189 (0.6650) loss 1354.2531 (1317.0542) grad_norm 258.6174 (284.2809) embed_mse 1353.1425 (1315.9472) mask_bce 0.2498 (0.2539) mask_dice 0.8608 (0.8532) mem 21941MB +[2025-12-25 00:37:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][490/1573] eta 0:11:59 lr 0.000049 time 0.4145 (0.6642) loss 1307.0721 (1317.2749) grad_norm 281.4591 (284.2346) embed_mse 1306.0226 (1316.1681) mask_bce 0.1661 (0.2535) mask_dice 0.8835 (0.8532) mem 21941MB +[2025-12-25 00:37:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][500/1573] eta 0:11:47 lr 0.000049 time 0.4200 (0.6592) loss 1330.4672 (1317.2209) grad_norm 349.7186 (285.2908) embed_mse 1329.3661 (1316.1143) mask_bce 0.2467 (0.2534) mask_dice 0.8543 (0.8532) mem 21941MB +[2025-12-25 00:37:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][510/1573] eta 0:11:46 lr 0.000049 time 0.4149 (0.6643) loss 1308.8179 (1317.2156) grad_norm 257.5505 (284.8505) embed_mse 1307.7313 (1316.1090) mask_bce 0.2388 (0.2535) mask_dice 0.8476 (0.8531) mem 21941MB +[2025-12-25 00:37:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][520/1573] eta 0:11:34 lr 0.000049 time 0.4148 (0.6595) loss 1367.3455 (1316.9970) grad_norm 217.9052 (282.6980) embed_mse 1366.1957 (1315.8907) mask_bce 0.2745 (0.2531) mask_dice 0.8752 (0.8532) mem 21941MB +[2025-12-25 00:37:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][530/1573] eta 0:11:24 lr 0.000049 time 0.4186 (0.6561) loss 1372.7257 (1316.7697) grad_norm 240.3596 (282.0565) embed_mse 1371.5576 (1315.6632) mask_bce 0.3351 (0.2534) mask_dice 0.8330 (0.8531) mem 21941MB +[2025-12-25 00:37:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][540/1573] eta 0:11:23 lr 0.000049 time 0.6731 (0.6621) loss 1310.8737 (1316.7530) grad_norm 205.9865 (280.9211) embed_mse 1309.7045 (1315.6464) mask_bce 0.2814 (0.2535) mask_dice 0.8878 (0.8531) mem 21941MB +[2025-12-25 00:38:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][550/1573] eta 0:11:23 lr 0.000049 time 0.4318 (0.6685) loss 1288.2292 (1316.6203) grad_norm 280.0809 (280.9088) embed_mse 1287.1340 (1315.5135) mask_bce 0.2351 (0.2536) mask_dice 0.8602 (0.8532) mem 21941MB +[2025-12-25 00:38:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][560/1573] eta 0:11:13 lr 0.000049 time 0.4168 (0.6646) loss 1281.6517 (1316.5360) grad_norm 224.6243 (281.1813) embed_mse 1280.5768 (1315.4296) mask_bce 0.2056 (0.2533) mask_dice 0.8693 (0.8532) mem 21941MB +[2025-12-25 00:38:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][570/1573] eta 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grad_norm 468.5038 (281.9597) embed_mse 1340.5117 (1315.4333) mask_bce 0.1998 (0.2535) mask_dice 0.8817 (0.8533) mem 21941MB +[2025-12-25 00:38:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][610/1573] eta 0:10:42 lr 0.000049 time 0.4140 (0.6670) loss 1325.9486 (1316.4254) grad_norm 252.6003 (281.5734) embed_mse 1324.8163 (1315.3186) mask_bce 0.3044 (0.2535) mask_dice 0.8279 (0.8533) mem 21941MB +[2025-12-25 00:38:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][620/1573] eta 0:10:38 lr 0.000049 time 0.4130 (0.6704) loss 1302.6847 (1316.3602) grad_norm 227.3336 (280.8690) embed_mse 1301.5759 (1315.2535) mask_bce 0.2472 (0.2534) mask_dice 0.8615 (0.8533) mem 21941MB +[2025-12-25 00:39:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][630/1573] eta 0:10:28 lr 0.000049 time 0.4128 (0.6663) loss 1330.4373 (1316.3472) grad_norm 195.1301 (279.7698) embed_mse 1329.3767 (1315.2402) mask_bce 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INFO Train: [2/30][700/1573] eta 0:09:43 lr 0.000049 time 0.4166 (0.6684) loss 1297.3353 (1315.5728) grad_norm 179.8325 (274.0511) embed_mse 1296.1874 (1314.4661) mask_bce 0.2730 (0.2537) mask_dice 0.8749 (0.8531) mem 21941MB +[2025-12-25 00:40:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][710/1573] eta 0:09:41 lr 0.000049 time 0.4236 (0.6744) loss 1341.7922 (1315.3706) grad_norm 197.6000 (273.1823) embed_mse 1340.7168 (1314.2640) mask_bce 0.2376 (0.2537) mask_dice 0.8378 (0.8529) mem 21941MB +[2025-12-25 00:40:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][720/1573] eta 0:09:32 lr 0.000049 time 0.4152 (0.6714) loss 1297.3497 (1315.4567) grad_norm 221.1075 (271.7977) embed_mse 1296.2626 (1314.3502) mask_bce 0.2219 (0.2537) mask_dice 0.8653 (0.8528) mem 21941MB +[2025-12-25 00:40:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][730/1573] eta 0:09:23 lr 0.000049 time 0.4145 (0.6685) loss 1313.4469 (1315.5911) grad_norm 239.4795 (271.4425) embed_mse 1312.3167 (1314.4844) mask_bce 0.2864 (0.2541) mask_dice 0.8438 (0.8526) mem 21941MB +[2025-12-25 00:40:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][740/1573] eta 0:09:14 lr 0.000049 time 0.4172 (0.6660) loss 1305.4102 (1315.3702) grad_norm 313.4457 (271.8991) embed_mse 1304.2571 (1314.2637) mask_bce 0.2830 (0.2538) mask_dice 0.8700 (0.8527) mem 21941MB +[2025-12-25 00:40:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][750/1573] eta 0:09:09 lr 0.000049 time 0.4124 (0.6674) loss 1275.4323 (1315.1813) grad_norm 223.3643 (271.3772) embed_mse 1274.3342 (1314.0747) mask_bce 0.2665 (0.2540) mask_dice 0.8314 (0.8526) mem 21941MB +[2025-12-25 00:40:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][760/1573] eta 0:09:08 lr 0.000049 time 0.4152 (0.6745) loss 1313.0634 (1315.1248) grad_norm 224.9191 (270.7560) embed_mse 1311.9659 (1314.0184) mask_bce 0.2466 (0.2537) mask_dice 0.8508 (0.8527) mem 21941MB +[2025-12-25 00:40:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][770/1573] eta 0:08:59 lr 0.000049 time 0.4146 (0.6715) loss 1344.3849 (1315.1183) grad_norm 209.5394 (270.1184) embed_mse 1343.2755 (1314.0119) mask_bce 0.2602 (0.2538) mask_dice 0.8492 (0.8526) mem 21941MB +[2025-12-25 00:40:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][780/1573] eta 0:08:54 lr 0.000049 time 0.4158 (0.6737) loss 1251.1298 (1314.8180) grad_norm 164.2983 (269.0274) embed_mse 1250.0554 (1313.7117) mask_bce 0.2234 (0.2536) mask_dice 0.8510 (0.8526) mem 21941MB +[2025-12-25 00:40:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][790/1573] eta 0:08:45 lr 0.000049 time 0.4136 (0.6715) loss 1339.5404 (1314.6964) grad_norm 363.2003 (269.9884) embed_mse 1338.4285 (1313.5902) mask_bce 0.2995 (0.2536) mask_dice 0.8126 (0.8526) mem 21941MB +[2025-12-25 00:41:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][800/1573] eta 0:08:41 lr 0.000049 time 0.4147 (0.6745) loss 1322.1472 (1314.4485) grad_norm 188.7879 (270.6683) embed_mse 1321.0054 (1313.3424) mask_bce 0.2923 (0.2535) mask_dice 0.8496 (0.8526) mem 21941MB +[2025-12-25 00:41:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][810/1573] eta 0:08:37 lr 0.000049 time 0.4153 (0.6781) loss 1366.4208 (1314.6539) grad_norm 250.7721 (270.4713) embed_mse 1365.2957 (1313.5480) mask_bce 0.2341 (0.2533) mask_dice 0.8910 (0.8526) mem 21941MB +[2025-12-25 00:41:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][820/1573] eta 0:08:30 lr 0.000049 time 0.4159 (0.6781) loss 1331.8009 (1314.9308) grad_norm 249.1637 (270.2624) embed_mse 1330.6980 (1313.8248) mask_bce 0.2495 (0.2533) mask_dice 0.8534 (0.8526) mem 21941MB +[2025-12-25 00:41:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][830/1573] eta 0:08:22 lr 0.000049 time 0.6394 (0.6762) loss 1284.8699 (1314.9429) grad_norm 284.9142 (270.4047) embed_mse 1283.7697 (1313.8372) mask_bce 0.2502 (0.2531) mask_dice 0.8500 (0.8527) mem 21941MB +[2025-12-25 00:41:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][840/1573] eta 0:08:13 lr 0.000049 time 0.4133 (0.6731) loss 1292.2321 (1314.9018) grad_norm 172.6680 (270.3596) embed_mse 1291.1273 (1313.7960) mask_bce 0.2591 (0.2531) mask_dice 0.8456 (0.8526) mem 21941MB +[2025-12-25 00:41:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][850/1573] eta 0:08:07 lr 0.000049 time 2.0223 (0.6738) loss 1301.5325 (1314.9590) grad_norm 355.4009 (271.1619) embed_mse 1300.4187 (1313.8531) mask_bce 0.2630 (0.2533) mask_dice 0.8508 (0.8526) mem 21941MB +[2025-12-25 00:41:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][860/1573] eta 0:08:01 lr 0.000049 time 0.4133 (0.6755) loss 1329.1455 (1314.7938) grad_norm 211.8445 (270.6075) embed_mse 1328.0300 (1313.6880) mask_bce 0.2841 (0.2533) mask_dice 0.8315 (0.8525) mem 21941MB +[2025-12-25 00:41:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][870/1573] eta 0:07:58 lr 0.000049 time 0.4131 (0.6804) loss 1302.1088 (1314.7465) grad_norm 358.4092 (271.4205) embed_mse 1301.0109 (1313.6406) mask_bce 0.2349 (0.2533) mask_dice 0.8629 (0.8525) mem 21941MB +[2025-12-25 00:41:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][880/1573] eta 0:07:49 lr 0.000049 time 0.4171 (0.6774) loss 1314.6990 (1314.8439) grad_norm 412.1260 (272.8649) embed_mse 1313.5547 (1313.7380) mask_bce 0.2822 (0.2534) mask_dice 0.8621 (0.8525) mem 21941MB +[2025-12-25 00:42:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][890/1573] eta 0:07:41 lr 0.000049 time 1.2856 (0.6764) loss 1314.4813 (1314.9203) grad_norm 255.0108 (272.7041) embed_mse 1313.4095 (1313.8144) mask_bce 0.2280 (0.2534) mask_dice 0.8438 (0.8525) mem 21941MB +[2025-12-25 00:42:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][900/1573] eta 0:07:37 lr 0.000049 time 0.4163 (0.6791) loss 1327.0342 (1314.9636) grad_norm 236.9118 (272.3845) embed_mse 1325.9062 (1313.8578) mask_bce 0.3075 (0.2533) mask_dice 0.8204 (0.8524) mem 21941MB +[2025-12-25 00:42:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][910/1573] eta 0:07:31 lr 0.000049 time 0.4137 (0.6812) loss 1349.9655 (1314.7832) grad_norm 251.0066 (272.1953) embed_mse 1348.8702 (1313.6775) mask_bce 0.2509 (0.2533) mask_dice 0.8443 (0.8524) mem 21941MB +[2025-12-25 00:42:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][920/1573] eta 0:07:25 lr 0.000049 time 0.4148 (0.6819) loss 1314.9843 (1314.8166) grad_norm 345.1761 (272.6624) embed_mse 1313.8839 (1313.7110) mask_bce 0.2531 (0.2533) mask_dice 0.8473 (0.8523) mem 21941MB +[2025-12-25 00:42:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][930/1573] eta 0:07:18 lr 0.000049 time 3.3306 (0.6827) loss 1343.1267 (1314.6951) grad_norm 192.0216 (271.9672) embed_mse 1341.9670 (1313.5896) mask_bce 0.3202 (0.2533) mask_dice 0.8395 (0.8523) mem 21941MB +[2025-12-25 00:42:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][940/1573] eta 0:07:12 lr 0.000049 time 0.4150 (0.6833) loss 1269.0812 (1314.5387) grad_norm 215.2922 (271.4828) embed_mse 1267.9631 (1313.4332) mask_bce 0.2683 (0.2534) mask_dice 0.8497 (0.8522) mem 21941MB +[2025-12-25 00:42:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][950/1573] eta 0:07:03 lr 0.000049 time 0.4176 (0.6805) loss 1335.3826 (1314.5425) grad_norm 254.0561 (271.3351) embed_mse 1334.3007 (1313.4371) mask_bce 0.2172 (0.2531) mask_dice 0.8648 (0.8523) mem 21941MB +[2025-12-25 00:42:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][960/1573] eta 0:06:59 lr 0.000049 time 0.4129 (0.6849) loss 1327.8038 (1314.3596) grad_norm 255.2623 (272.7336) embed_mse 1326.6781 (1313.2542) mask_bce 0.2956 (0.2531) mask_dice 0.8301 (0.8523) mem 21941MB +[2025-12-25 00:43:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][970/1573] eta 0:06:51 lr 0.000049 time 0.4149 (0.6822) loss 1319.8480 (1314.2644) grad_norm 453.8452 (274.2303) embed_mse 1318.7531 (1313.1590) mask_bce 0.2580 (0.2531) mask_dice 0.8369 (0.8523) mem 21941MB +[2025-12-25 00:43:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][980/1573] eta 0:06:45 lr 0.000049 time 0.4175 (0.6831) loss 1348.1434 (1314.2898) grad_norm 303.7321 (274.4722) embed_mse 1347.0302 (1313.1845) mask_bce 0.2755 (0.2530) mask_dice 0.8377 (0.8522) mem 21941MB +[2025-12-25 00:43:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][990/1573] eta 0:06:37 lr 0.000049 time 0.4159 (0.6811) loss 1298.7687 (1314.4066) grad_norm 187.2981 (273.7634) embed_mse 1297.6714 (1313.3014) mask_bce 0.2370 (0.2529) mask_dice 0.8604 (0.8523) mem 21941MB +[2025-12-25 00:43:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1000/1573] eta 0:06:29 lr 0.000049 time 0.4147 (0.6803) loss 1308.3049 (1314.2779) grad_norm 183.7313 (272.4750) embed_mse 1307.1400 (1313.1725) mask_bce 0.3223 (0.2530) mask_dice 0.8425 (0.8523) mem 21941MB +[2025-12-25 00:43:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1010/1573] eta 0:06:23 lr 0.000049 time 1.3534 (0.6817) loss 1294.6755 (1314.1438) grad_norm 398.9658 (273.4789) embed_mse 1293.5858 (1313.0383) mask_bce 0.2690 (0.2533) mask_dice 0.8207 (0.8522) mem 21941MB +[2025-12-25 00:43:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1020/1573] eta 0:06:17 lr 0.000049 time 0.4146 (0.6826) loss 1288.9635 (1314.3546) grad_norm 254.8905 (273.3325) embed_mse 1287.8438 (1313.2490) mask_bce 0.2610 (0.2534) mask_dice 0.8588 (0.8522) mem 21941MB +[2025-12-25 00:43:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1030/1573] eta 0:06:10 lr 0.000049 time 0.4161 (0.6824) loss 1332.6945 (1314.2879) grad_norm 304.7314 (273.5778) embed_mse 1331.5045 (1313.1823) mask_bce 0.3406 (0.2535) mask_dice 0.8494 (0.8521) mem 21941MB +[2025-12-25 00:43:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1040/1573] eta 0:06:02 lr 0.000049 time 0.4173 (0.6798) loss 1292.7158 (1314.4136) grad_norm 366.9611 (274.0293) embed_mse 1291.6302 (1313.3079) mask_bce 0.2322 (0.2536) mask_dice 0.8534 (0.8521) mem 21941MB +[2025-12-25 00:43:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1050/1573] eta 0:05:54 lr 0.000049 time 0.4139 (0.6785) loss 1326.9443 (1314.5375) grad_norm 348.7223 (274.5995) embed_mse 1325.8551 (1313.4319) mask_bce 0.2279 (0.2536) mask_dice 0.8614 (0.8521) mem 21941MB +[2025-12-25 00:44:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1060/1573] eta 0:05:48 lr 0.000049 time 0.4145 (0.6786) loss 1357.3406 (1314.6987) grad_norm 226.1481 (274.2324) embed_mse 1356.2588 (1313.5931) mask_bce 0.2099 (0.2534) mask_dice 0.8718 (0.8521) mem 21941MB +[2025-12-25 00:44:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1070/1573] eta 0:05:42 lr 0.000049 time 0.4331 (0.6811) loss 1305.5354 (1314.7392) grad_norm 177.3934 (273.5043) embed_mse 1304.4592 (1313.6337) mask_bce 0.2006 (0.2533) mask_dice 0.8755 (0.8522) mem 21941MB +[2025-12-25 00:44:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1080/1573] eta 0:05:35 lr 0.000049 time 0.4126 (0.6796) loss 1306.8456 (1314.6958) grad_norm 398.2162 (275.0588) embed_mse 1305.7625 (1313.5904) mask_bce 0.2302 (0.2531) mask_dice 0.8529 (0.8522) mem 21941MB +[2025-12-25 00:44:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1090/1573] eta 0:05:27 lr 0.000049 time 0.4137 (0.6781) loss 1380.4746 (1314.8175) grad_norm 274.3951 (275.0540) embed_mse 1379.4039 (1313.7122) mask_bce 0.2087 (0.2530) mask_dice 0.8619 (0.8523) mem 21941MB +[2025-12-25 00:44:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1100/1573] eta 0:05:21 lr 0.000049 time 0.4143 (0.6791) loss 1338.2284 (1314.8697) grad_norm 237.9055 (274.7828) embed_mse 1337.0939 (1313.7644) mask_bce 0.2940 (0.2529) mask_dice 0.8406 (0.8523) mem 21941MB +[2025-12-25 00:44:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1110/1573] eta 0:05:14 lr 0.000049 time 0.4144 (0.6788) loss 1300.1517 (1314.9528) grad_norm 189.1463 (274.1623) embed_mse 1299.0563 (1313.8477) mask_bce 0.2502 (0.2528) mask_dice 0.8452 (0.8523) mem 21941MB +[2025-12-25 00:44:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1120/1573] eta 0:05:06 lr 0.000049 time 0.4205 (0.6765) loss 1307.3044 (1314.8158) grad_norm 333.0503 (274.9064) embed_mse 1306.2334 (1313.7107) mask_bce 0.2014 (0.2528) mask_dice 0.8696 (0.8522) mem 21941MB +[2025-12-25 00:44:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1130/1573] eta 0:04:58 lr 0.000049 time 0.4217 (0.6747) loss 1226.6451 (1314.7742) grad_norm 255.6112 (274.7695) embed_mse 1225.5703 (1313.6693) mask_bce 0.2140 (0.2528) mask_dice 0.8608 (0.8522) mem 21941MB +[2025-12-25 00:44:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1140/1573] eta 0:04:52 lr 0.000049 time 0.4183 (0.6753) loss 1319.9490 (1314.7890) grad_norm 261.7454 (274.6778) embed_mse 1318.8586 (1313.6840) mask_bce 0.2464 (0.2527) mask_dice 0.8440 (0.8522) mem 21941MB +[2025-12-25 00:44:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1150/1573] eta 0:04:45 lr 0.000049 time 0.4225 (0.6760) loss 1362.2532 (1314.7370) grad_norm 307.3899 (274.9066) embed_mse 1361.1559 (1313.6322) mask_bce 0.2422 (0.2526) mask_dice 0.8552 (0.8522) mem 21941MB +[2025-12-25 00:45:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1160/1573] eta 0:04:38 lr 0.000049 time 0.4161 (0.6747) loss 1280.5708 (1314.6527) grad_norm 279.5697 (275.1893) embed_mse 1279.4242 (1313.5479) mask_bce 0.2864 (0.2525) mask_dice 0.8603 (0.8522) mem 21941MB +[2025-12-25 00:45:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1170/1573] eta 0:04:31 lr 0.000049 time 0.4292 (0.6731) loss 1329.2487 (1314.6403) grad_norm 250.4195 (275.0196) embed_mse 1328.1316 (1313.5356) mask_bce 0.2788 (0.2525) mask_dice 0.8383 (0.8522) mem 21941MB +[2025-12-25 00:45:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1180/1573] eta 0:04:23 lr 0.000049 time 0.4161 (0.6713) loss 1356.3219 (1314.5629) grad_norm 381.9798 (275.7473) embed_mse 1355.2048 (1313.4583) mask_bce 0.2806 (0.2525) mask_dice 0.8364 (0.8522) mem 21941MB +[2025-12-25 00:45:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1190/1573] eta 0:04:17 lr 0.000049 time 0.4167 (0.6728) loss 1329.6730 (1314.4867) grad_norm 255.1063 (275.6078) embed_mse 1328.5708 (1313.3821) mask_bce 0.2582 (0.2524) mask_dice 0.8440 (0.8522) mem 21941MB +[2025-12-25 00:45:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1200/1573] eta 0:04:10 lr 0.000049 time 0.4165 (0.6728) loss 1290.9508 (1314.4605) grad_norm 232.1600 (275.0458) embed_mse 1289.8811 (1313.3560) mask_bce 0.1851 (0.2523) mask_dice 0.8845 (0.8522) mem 21941MB +[2025-12-25 00:45:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1210/1573] eta 0:04:03 lr 0.000049 time 0.4210 (0.6708) loss 1291.2057 (1314.5333) grad_norm 226.9945 (274.7276) embed_mse 1290.1349 (1313.4288) mask_bce 0.2302 (0.2522) mask_dice 0.8406 (0.8522) mem 21941MB +[2025-12-25 00:45:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1220/1573] eta 0:03:57 lr 0.000049 time 0.4159 (0.6719) loss 1294.7106 (1314.4541) grad_norm 427.1324 (275.7303) embed_mse 1293.6469 (1313.3497) mask_bce 0.1868 (0.2521) mask_dice 0.8768 (0.8523) mem 21941MB +[2025-12-25 00:45:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1230/1573] eta 0:03:51 lr 0.000049 time 0.4193 (0.6745) loss 1376.3853 (1314.5484) grad_norm 634.9349 (278.0780) embed_mse 1375.2938 (1313.4440) mask_bce 0.2433 (0.2522) mask_dice 0.8482 (0.8522) mem 21941MB +[2025-12-25 00:45:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1240/1573] eta 0:03:44 lr 0.000049 time 0.9518 (0.6729) loss 1330.9106 (1314.5970) grad_norm 212.3830 (278.4691) embed_mse 1329.8110 (1313.4927) mask_bce 0.2612 (0.2521) mask_dice 0.8384 (0.8522) mem 21941MB +[2025-12-25 00:46:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1250/1573] eta 0:03:39 lr 0.000049 time 0.4187 (0.6803) loss 1310.5372 (1314.6811) grad_norm 229.4772 (278.1550) embed_mse 1309.4453 (1313.5766) mask_bce 0.2159 (0.2522) mask_dice 0.8760 (0.8522) mem 21941MB +[2025-12-25 00:46:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1260/1573] eta 0:03:33 lr 0.000049 time 0.4216 (0.6813) loss 1316.1852 (1314.7588) grad_norm 287.4186 (278.2140) embed_mse 1315.0977 (1313.6544) mask_bce 0.2422 (0.2522) mask_dice 0.8454 (0.8523) mem 21941MB +[2025-12-25 00:46:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1270/1573] eta 0:03:27 lr 0.000049 time 0.4212 (0.6846) loss 1319.3926 (1314.6051) grad_norm 418.0998 (279.0994) embed_mse 1318.2755 (1313.5007) mask_bce 0.2712 (0.2522) mask_dice 0.8458 (0.8523) mem 21941MB +[2025-12-25 00:46:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1280/1573] eta 0:03:20 lr 0.000049 time 0.4162 (0.6832) loss 1334.3776 (1314.5819) grad_norm 292.0944 (279.5981) embed_mse 1333.2793 (1313.4776) mask_bce 0.2616 (0.2521) mask_dice 0.8367 (0.8522) mem 21941MB +[2025-12-25 00:46:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1290/1573] eta 0:03:12 lr 0.000049 time 0.4297 (0.6812) loss 1343.4044 (1314.6343) grad_norm 197.5551 (279.0885) embed_mse 1342.2926 (1313.5302) mask_bce 0.2446 (0.2519) mask_dice 0.8671 (0.8523) mem 21941MB +[2025-12-25 00:46:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1300/1573] eta 0:03:05 lr 0.000049 time 0.4606 (0.6795) loss 1352.1323 (1314.7773) grad_norm 334.2488 (279.4290) embed_mse 1351.0150 (1313.6732) mask_bce 0.2865 (0.2518) mask_dice 0.8308 (0.8523) mem 21941MB +[2025-12-25 00:46:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1310/1573] eta 0:02:58 lr 0.000049 time 0.4292 (0.6795) loss 1273.4897 (1314.7071) grad_norm 305.4913 (279.5889) embed_mse 1272.4028 (1313.6031) mask_bce 0.2423 (0.2518) mask_dice 0.8447 (0.8522) mem 21941MB +[2025-12-25 00:46:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1320/1573] eta 0:02:51 lr 0.000049 time 0.4185 (0.6792) loss 1285.3461 (1314.6259) grad_norm 340.9316 (280.4926) embed_mse 1284.2510 (1313.5219) mask_bce 0.2406 (0.2518) mask_dice 0.8545 (0.8522) mem 21941MB +[2025-12-25 00:47:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1330/1573] eta 0:02:44 lr 0.000049 time 0.4178 (0.6785) loss 1265.4034 (1314.6090) grad_norm 211.2960 (280.0757) embed_mse 1264.3131 (1313.5050) mask_bce 0.2439 (0.2519) mask_dice 0.8465 (0.8521) mem 21941MB +[2025-12-25 00:47:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1340/1573] eta 0:02:38 lr 0.000049 time 0.4170 (0.6784) loss 1346.4723 (1314.5815) grad_norm 204.7277 (279.6245) embed_mse 1345.3752 (1313.4775) mask_bce 0.2352 (0.2519) mask_dice 0.8618 (0.8521) mem 21941MB +[2025-12-25 00:47:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1350/1573] eta 0:02:31 lr 0.000049 time 0.4181 (0.6788) loss 1338.2285 (1314.5924) grad_norm 301.3127 (279.7536) embed_mse 1337.0792 (1313.4884) mask_bce 0.3225 (0.2520) mask_dice 0.8268 (0.8520) mem 21941MB +[2025-12-25 00:47:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1360/1573] eta 0:02:24 lr 0.000049 time 0.4197 (0.6804) loss 1364.1627 (1314.6595) grad_norm 265.4180 (280.7914) embed_mse 1363.0421 (1313.5555) mask_bce 0.2918 (0.2520) mask_dice 0.8288 (0.8520) mem 21941MB +[2025-12-25 00:47:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1370/1573] eta 0:02:18 lr 0.000049 time 0.4169 (0.6837) loss 1292.2656 (1314.5210) grad_norm 494.0237 (282.0384) embed_mse 1291.1849 (1313.4169) mask_bce 0.2309 (0.2521) mask_dice 0.8498 (0.8519) mem 21941MB +[2025-12-25 00:47:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1380/1573] eta 0:02:11 lr 0.000049 time 0.4155 (0.6817) loss 1318.0421 (1314.5908) grad_norm 221.2359 (281.6849) embed_mse 1316.9086 (1313.4868) mask_bce 0.2775 (0.2521) mask_dice 0.8559 (0.8519) mem 21941MB +[2025-12-25 00:47:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1390/1573] eta 0:02:04 lr 0.000049 time 0.4149 (0.6821) loss 1351.8992 (1314.7270) grad_norm 189.8818 (281.1542) embed_mse 1350.7993 (1313.6229) mask_bce 0.2652 (0.2522) mask_dice 0.8346 (0.8519) mem 21941MB +[2025-12-25 00:47:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1400/1573] eta 0:01:57 lr 0.000049 time 0.4171 (0.6802) loss 1338.5452 (1314.6608) grad_norm 211.8172 (280.5409) embed_mse 1337.4563 (1313.5569) mask_bce 0.2358 (0.2521) mask_dice 0.8530 (0.8519) mem 21941MB +[2025-12-25 00:48:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1410/1573] eta 0:01:51 lr 0.000049 time 0.4171 (0.6827) loss 1302.8083 (1314.7330) grad_norm 306.4059 (280.6878) embed_mse 1301.6934 (1313.6291) mask_bce 0.2797 (0.2520) mask_dice 0.8353 (0.8519) mem 21941MB +[2025-12-25 00:48:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1420/1573] eta 0:01:44 lr 0.000049 time 0.4146 (0.6820) loss 1324.9896 (1314.7859) grad_norm 155.1949 (279.9789) embed_mse 1323.8492 (1313.6820) mask_bce 0.3131 (0.2520) mask_dice 0.8273 (0.8519) mem 21941MB +[2025-12-25 00:48:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1430/1573] eta 0:01:37 lr 0.000049 time 0.4148 (0.6831) loss 1353.6104 (1314.8521) grad_norm 218.4689 (279.6333) embed_mse 1352.5179 (1313.7482) mask_bce 0.2404 (0.2521) mask_dice 0.8521 (0.8518) mem 21941MB +[2025-12-25 00:48:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1440/1573] eta 0:01:30 lr 0.000049 time 0.4188 (0.6822) loss 1317.4609 (1314.8229) grad_norm 286.4495 (280.2281) embed_mse 1316.3693 (1313.7190) mask_bce 0.2286 (0.2520) mask_dice 0.8631 (0.8519) mem 21941MB +[2025-12-25 00:48:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1450/1573] eta 0:01:23 lr 0.000049 time 0.4129 (0.6820) loss 1316.3304 (1314.8906) grad_norm 293.2212 (280.2999) embed_mse 1315.2231 (1313.7868) mask_bce 0.2629 (0.2520) mask_dice 0.8444 (0.8519) mem 21941MB +[2025-12-25 00:48:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1460/1573] eta 0:01:16 lr 0.000049 time 0.4172 (0.6814) loss 1338.0802 (1315.0428) grad_norm 227.5282 (280.0099) embed_mse 1336.9913 (1313.9389) mask_bce 0.2330 (0.2521) mask_dice 0.8558 (0.8518) mem 21941MB +[2025-12-25 00:48:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1470/1573] eta 0:01:10 lr 0.000049 time 0.4184 (0.6797) loss 1298.4326 (1314.9426) grad_norm 192.7960 (279.5333) embed_mse 1297.3109 (1313.8387) mask_bce 0.2846 (0.2522) mask_dice 0.8370 (0.8518) mem 21941MB +[2025-12-25 00:48:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1480/1573] eta 0:01:03 lr 0.000049 time 0.4196 (0.6830) loss 1336.3536 (1314.9974) grad_norm 203.9756 (278.6040) embed_mse 1335.2609 (1313.8935) mask_bce 0.2399 (0.2521) mask_dice 0.8529 (0.8518) mem 21941MB +[2025-12-25 00:48:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1490/1573] eta 0:00:56 lr 0.000049 time 0.4192 (0.6816) loss 1334.2971 (1315.1080) grad_norm 300.1311 (278.7198) embed_mse 1333.2198 (1314.0041) mask_bce 0.2236 (0.2521) mask_dice 0.8536 (0.8518) mem 21941MB +[2025-12-25 00:49:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1500/1573] eta 0:00:50 lr 0.000049 time 0.4208 (0.6853) loss 1347.0907 (1315.2039) grad_norm 297.1189 (278.8182) embed_mse 1346.0110 (1314.1000) mask_bce 0.2352 (0.2521) mask_dice 0.8445 (0.8518) mem 21941MB +[2025-12-25 00:49:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1510/1573] eta 0:00:43 lr 0.000049 time 0.4201 (0.6839) loss 1360.5096 (1315.3619) grad_norm 218.1222 (278.4953) embed_mse 1359.3962 (1314.2580) mask_bce 0.2746 (0.2521) mask_dice 0.8387 (0.8518) mem 21941MB +[2025-12-25 00:49:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1520/1573] eta 0:00:36 lr 0.000049 time 0.4263 (0.6869) loss 1330.2776 (1315.3747) grad_norm 179.0027 (277.6250) embed_mse 1329.1512 (1314.2708) mask_bce 0.2627 (0.2522) mask_dice 0.8637 (0.8518) mem 21941MB +[2025-12-25 00:49:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1530/1573] eta 0:00:29 lr 0.000049 time 0.4179 (0.6876) loss 1312.0425 (1315.3049) grad_norm 260.9872 (277.5379) embed_mse 1310.9673 (1314.2010) mask_bce 0.2227 (0.2522) mask_dice 0.8525 (0.8517) mem 21941MB +[2025-12-25 00:49:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1540/1573] eta 0:00:22 lr 0.000049 time 0.4382 (0.6882) loss 1244.5089 (1315.3090) grad_norm 425.1831 (278.3069) embed_mse 1243.4042 (1314.2052) mask_bce 0.2596 (0.2521) mask_dice 0.8451 (0.8517) mem 21941MB +[2025-12-25 00:49:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1550/1573] eta 0:00:15 lr 0.000049 time 0.4177 (0.6883) loss 1284.6704 (1315.2188) grad_norm 244.2759 (278.1306) embed_mse 1283.5256 (1314.1150) mask_bce 0.2803 (0.2521) mask_dice 0.8645 (0.8517) mem 21941MB +[2025-12-25 00:49:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1560/1573] eta 0:00:08 lr 0.000049 time 0.4151 (0.6870) loss 1290.9260 (1315.2254) grad_norm 250.3617 (277.3869) embed_mse 1289.7908 (1314.1217) mask_bce 0.2779 (0.2520) mask_dice 0.8573 (0.8517) mem 21941MB +[2025-12-25 00:50:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [2/30][1570/1573] eta 0:00:02 lr 0.000049 time 0.4188 (0.6872) loss 1341.0143 (1315.2077) grad_norm 234.9112 (277.1701) embed_mse 1339.9238 (1314.1040) mask_bce 0.2380 (0.2519) mask_dice 0.8524 (0.8517) mem 21941MB +[2025-12-25 00:50:02 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 2 training takes 0:18:00 +[2025-12-25 00:50:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][0/1573] eta 1:16:50 lr 0.000049 time 2.9308 (2.9308) loss 1344.6746 (1344.6746) grad_norm 0.0000 (0.0000) embed_mse 1343.5995 (1343.5995) mask_bce 0.2169 (0.2169) mask_dice 0.8581 (0.8581) mem 21941MB +[2025-12-25 00:50:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][10/1573] eta 0:35:40 lr 0.000049 time 0.4201 (1.3695) loss 1318.8741 (1308.8234) grad_norm 598.1179 (598.1179) embed_mse 1317.7839 (1307.7213) mask_bce 0.2247 (0.2519) mask_dice 0.8655 (0.8501) mem 21941MB +[2025-12-25 00:50:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][20/1573] eta 0:23:51 lr 0.000049 time 0.4193 (0.9215) loss 1268.2726 (1304.5666) grad_norm 351.3632 (474.7405) embed_mse 1267.1876 (1303.4581) mask_bce 0.2502 (0.2551) mask_dice 0.8349 (0.8534) mem 21941MB +[2025-12-25 00:50:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][30/1573] eta 0:19:35 lr 0.000049 time 0.4222 (0.7616) loss 1349.1902 (1305.1494) grad_norm 257.3385 (402.2732) embed_mse 1348.0898 (1304.0416) mask_bce 0.2505 (0.2566) mask_dice 0.8499 (0.8513) mem 21941MB +[2025-12-25 00:50:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][40/1573] eta 0:18:38 lr 0.000049 time 0.4616 (0.7295) loss 1351.0391 (1307.3898) grad_norm 219.5782 (340.7631) embed_mse 1349.9153 (1306.2791) mask_bce 0.2535 (0.2591) mask_dice 0.8703 (0.8515) mem 21941MB +[2025-12-25 00:50:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][50/1573] eta 0:17:42 lr 0.000049 time 0.4339 (0.6975) loss 1300.8597 (1308.5668) grad_norm 247.2396 (325.1758) embed_mse 1299.7573 (1307.4582) mask_bce 0.2465 (0.2580) mask_dice 0.8559 (0.8506) mem 21941MB +[2025-12-25 00:50:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][60/1573] eta 0:17:01 lr 0.000049 time 1.7459 (0.6748) loss 1353.7751 (1312.0461) grad_norm 205.7274 (308.1118) embed_mse 1352.6888 (1310.9378) mask_bce 0.2506 (0.2582) mask_dice 0.8358 (0.8502) mem 21941MB +[2025-12-25 00:50:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][70/1573] eta 0:16:00 lr 0.000049 time 0.4155 (0.6391) loss 1257.4629 (1310.1006) grad_norm 223.2112 (297.4992) embed_mse 1256.3616 (1308.9954) mask_bce 0.2781 (0.2558) mask_dice 0.8232 (0.8495) mem 21941MB +[2025-12-25 00:50:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][80/1573] eta 0:15:26 lr 0.000049 time 0.4190 (0.6203) loss 1294.5204 (1309.0279) grad_norm 340.5030 (291.2103) embed_mse 1293.4388 (1307.9232) mask_bce 0.2343 (0.2556) mask_dice 0.8472 (0.8490) mem 21941MB +[2025-12-25 00:50:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][90/1573] eta 0:15:32 lr 0.000049 time 0.4284 (0.6286) loss 1317.1344 (1308.3771) grad_norm 154.7529 (278.8051) embed_mse 1316.0310 (1307.2743) mask_bce 0.2638 (0.2530) mask_dice 0.8396 (0.8498) mem 21941MB +[2025-12-25 00:51:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][100/1573] eta 0:14:59 lr 0.000049 time 0.4177 (0.6109) loss 1285.8643 (1308.3571) grad_norm 330.5272 (283.1152) embed_mse 1284.7697 (1307.2548) mask_bce 0.2542 (0.2523) mask_dice 0.8403 (0.8500) mem 21941MB +[2025-12-25 00:51:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][110/1573] eta 0:14:51 lr 0.000049 time 0.4142 (0.6096) loss 1271.3690 (1310.7617) grad_norm 231.1333 (279.1166) embed_mse 1270.2538 (1309.6605) mask_bce 0.2624 (0.2509) mask_dice 0.8528 (0.8503) mem 21941MB +[2025-12-25 00:51:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][120/1573] eta 0:15:08 lr 0.000049 time 0.4200 (0.6252) loss 1285.0686 (1310.5956) grad_norm 234.7887 (274.4298) embed_mse 1283.9709 (1309.4949) mask_bce 0.2485 (0.2506) mask_dice 0.8491 (0.8501) mem 21941MB +[2025-12-25 00:51:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][130/1573] eta 0:15:55 lr 0.000049 time 6.8597 (0.6618) loss 1273.2356 (1309.8832) grad_norm 193.2830 (269.3581) embed_mse 1272.1183 (1308.7832) mask_bce 0.2766 (0.2500) mask_dice 0.8407 (0.8500) mem 21941MB +[2025-12-25 00:51:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][140/1573] eta 0:15:24 lr 0.000049 time 0.4218 (0.6450) loss 1333.7947 (1310.3895) grad_norm 215.6986 (266.2017) embed_mse 1332.6124 (1309.2889) mask_bce 0.3481 (0.2504) mask_dice 0.8341 (0.8503) mem 21941MB +[2025-12-25 00:51:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][150/1573] eta 0:15:49 lr 0.000049 time 0.4296 (0.6675) loss 1410.5854 (1312.3450) grad_norm 172.4739 (260.9946) embed_mse 1409.5039 (1311.2444) mask_bce 0.1959 (0.2505) mask_dice 0.8857 (0.8500) mem 21941MB +[2025-12-25 00:51:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][160/1573] eta 0:15:21 lr 0.000049 time 0.4148 (0.6523) loss 1287.9598 (1313.1903) grad_norm 176.6793 (259.0623) embed_mse 1286.8389 (1312.0899) mask_bce 0.2850 (0.2501) mask_dice 0.8360 (0.8503) mem 21941MB +[2025-12-25 00:51:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][170/1573] eta 0:15:37 lr 0.000049 time 2.7788 (0.6683) loss 1342.6849 (1312.8517) grad_norm 183.5980 (255.4688) embed_mse 1341.5792 (1311.7511) mask_bce 0.2548 (0.2505) mask_dice 0.8510 (0.8502) mem 21941MB +[2025-12-25 00:52:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][180/1573] eta 0:15:15 lr 0.000049 time 0.4213 (0.6570) loss 1358.7992 (1314.4447) grad_norm 262.0748 (255.7690) embed_mse 1357.7266 (1313.3444) mask_bce 0.2294 (0.2504) mask_dice 0.8431 (0.8499) mem 21941MB +[2025-12-25 00:52:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][190/1573] eta 0:15:35 lr 0.000049 time 0.4184 (0.6761) loss 1339.0966 (1314.7515) grad_norm 224.7265 (254.4194) embed_mse 1338.0223 (1313.6518) mask_bce 0.2266 (0.2500) mask_dice 0.8475 (0.8497) mem 21941MB +[2025-12-25 00:52:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][200/1573] eta 0:15:10 lr 0.000049 time 0.4162 (0.6633) loss 1344.8763 (1314.7222) grad_norm 253.3419 (253.6499) embed_mse 1343.7769 (1313.6226) mask_bce 0.2422 (0.2498) mask_dice 0.8574 (0.8498) mem 21941MB +[2025-12-25 00:52:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: 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(1312.3325) mask_bce 0.2242 (0.2508) mask_dice 0.8650 (0.8489) mem 21941MB +[2025-12-25 00:53:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][280/1573] eta 0:13:58 lr 0.000049 time 0.4163 (0.6485) loss 1265.4410 (1313.1820) grad_norm 181.5216 (257.3481) embed_mse 1264.3441 (1312.0819) mask_bce 0.2523 (0.2513) mask_dice 0.8446 (0.8488) mem 21941MB +[2025-12-25 00:53:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][290/1573] eta 0:13:42 lr 0.000049 time 0.4250 (0.6407) loss 1287.0914 (1313.1365) grad_norm 181.0029 (255.2274) embed_mse 1285.9799 (1312.0358) mask_bce 0.2823 (0.2517) mask_dice 0.8293 (0.8490) mem 21941MB +[2025-12-25 00:53:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][300/1573] eta 0:13:29 lr 0.000049 time 0.4195 (0.6358) loss 1257.9315 (1312.8913) grad_norm 181.5191 (253.2352) embed_mse 1256.8379 (1311.7905) mask_bce 0.2724 (0.2518) mask_dice 0.8211 (0.8490) mem 21941MB +[2025-12-25 00:53:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][310/1573] eta 0:13:14 lr 0.000049 time 0.4199 (0.6289) loss 1348.4922 (1312.7205) grad_norm 185.3853 (251.4497) embed_mse 1347.4061 (1311.6198) mask_bce 0.2010 (0.2521) mask_dice 0.8850 (0.8486) mem 21941MB +[2025-12-25 00:53:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][320/1573] eta 0:13:05 lr 0.000049 time 0.4261 (0.6269) loss 1326.6244 (1313.0334) grad_norm 230.9841 (251.3019) embed_mse 1325.5051 (1311.9327) mask_bce 0.2795 (0.2522) mask_dice 0.8398 (0.8485) mem 21941MB +[2025-12-25 00:53:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][330/1573] eta 0:12:51 lr 0.000049 time 0.4244 (0.6207) loss 1293.3894 (1312.8057) grad_norm 272.0965 (251.8090) embed_mse 1292.3328 (1311.7054) mask_bce 0.1823 (0.2514) mask_dice 0.8744 (0.8489) mem 21941MB +[2025-12-25 00:53:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][340/1573] eta 0:13:00 lr 0.000049 time 0.4563 (0.6332) loss 1345.3062 (1312.7866) grad_norm 346.2644 (254.0580) embed_mse 1344.2313 (1311.6867) mask_bce 0.2516 (0.2509) mask_dice 0.8233 (0.8489) mem 21941MB +[2025-12-25 00:53:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][350/1573] eta 0:12:47 lr 0.000049 time 0.4187 (0.6275) loss 1269.9365 (1312.7221) grad_norm 296.1628 (255.0372) embed_mse 1268.8320 (1311.6223) mask_bce 0.2713 (0.2509) mask_dice 0.8333 (0.8489) mem 21941MB +[2025-12-25 00:53:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][360/1573] eta 0:12:34 lr 0.000049 time 0.4170 (0.6218) loss 1354.9437 (1313.0927) grad_norm 317.6149 (254.3849) embed_mse 1353.8767 (1311.9930) mask_bce 0.1922 (0.2509) mask_dice 0.8749 (0.8488) mem 21941MB +[2025-12-25 00:53:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][370/1573] eta 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grad_norm 199.8275 (250.9041) embed_mse 1244.3416 (1312.4015) mask_bce 0.2376 (0.2509) mask_dice 0.8646 (0.8485) mem 21941MB +[2025-12-25 00:54:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][410/1573] eta 0:12:08 lr 0.000049 time 0.4217 (0.6267) loss 1330.5625 (1313.8518) grad_norm 259.5385 (251.0734) embed_mse 1329.4949 (1312.7526) mask_bce 0.2083 (0.2507) mask_dice 0.8594 (0.8485) mem 21941MB +[2025-12-25 00:54:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][420/1573] eta 0:11:58 lr 0.000049 time 0.4199 (0.6233) loss 1294.3318 (1313.8557) grad_norm 319.7035 (252.3932) embed_mse 1293.2318 (1312.7563) mask_bce 0.2725 (0.2511) mask_dice 0.8275 (0.8483) mem 21941MB +[2025-12-25 00:54:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][430/1573] eta 0:11:53 lr 0.000049 time 0.4180 (0.6238) loss 1315.0718 (1314.2002) grad_norm 166.1414 (250.7658) embed_mse 1314.0012 (1313.1009) mask_bce 0.2276 (0.2510) mask_dice 0.8429 (0.8483) mem 21941MB +[2025-12-25 00:54:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][440/1573] eta 0:11:42 lr 0.000049 time 0.4158 (0.6203) loss 1330.2753 (1314.5654) grad_norm 308.7117 (252.5010) embed_mse 1329.1603 (1313.4659) mask_bce 0.2665 (0.2513) mask_dice 0.8485 (0.8482) mem 21941MB +[2025-12-25 00:54:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][450/1573] eta 0:11:34 lr 0.000049 time 1.4863 (0.6183) loss 1337.1931 (1314.0600) grad_norm 270.7650 (252.8272) embed_mse 1336.1169 (1312.9605) mask_bce 0.2012 (0.2515) mask_dice 0.8750 (0.8479) mem 21941MB +[2025-12-25 00:54:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][460/1573] eta 0:11:41 lr 0.000049 time 0.4163 (0.6306) loss 1293.9825 (1313.8937) grad_norm 273.1230 (253.1832) embed_mse 1292.9089 (1312.7943) mask_bce 0.2127 (0.2513) mask_dice 0.8608 (0.8481) mem 21941MB +[2025-12-25 00:54:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][470/1573] eta 0:11:31 lr 0.000049 time 0.4171 (0.6270) loss 1351.7372 (1313.9382) grad_norm 213.2575 (252.4948) embed_mse 1350.6315 (1312.8390) mask_bce 0.2387 (0.2511) mask_dice 0.8670 (0.8481) mem 21941MB +[2025-12-25 00:55:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][480/1573] eta 0:11:33 lr 0.000049 time 0.4181 (0.6343) loss 1358.5182 (1313.6589) grad_norm 169.5376 (250.3429) embed_mse 1357.4442 (1312.5596) mask_bce 0.1902 (0.2511) mask_dice 0.8838 (0.8482) mem 21941MB +[2025-12-25 00:55:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][490/1573] eta 0:11:24 lr 0.000049 time 0.4168 (0.6319) loss 1362.4979 (1313.5633) grad_norm 171.8132 (249.0555) embed_mse 1361.3715 (1312.4639) mask_bce 0.2609 (0.2511) mask_dice 0.8656 (0.8483) mem 21941MB +[2025-12-25 00:55:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][500/1573] eta 0:11:19 lr 0.000049 time 0.4701 (0.6330) loss 1279.0133 (1313.6502) grad_norm 242.9084 (248.9563) embed_mse 1277.9349 (1312.5509) mask_bce 0.2313 (0.2511) mask_dice 0.8471 (0.8482) mem 21941MB +[2025-12-25 00:55:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][510/1573] eta 0:11:10 lr 0.000049 time 0.4325 (0.6308) loss 1290.3276 (1313.7384) grad_norm 263.9956 (249.1951) embed_mse 1289.1891 (1312.6388) mask_bce 0.2776 (0.2514) mask_dice 0.8609 (0.8483) mem 21941MB +[2025-12-25 00:55:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][520/1573] eta 0:11:00 lr 0.000049 time 0.4281 (0.6270) loss 1292.8265 (1313.8503) grad_norm 412.7284 (252.3951) embed_mse 1291.7776 (1312.7509) mask_bce 0.1874 (0.2512) mask_dice 0.8616 (0.8483) mem 21941MB +[2025-12-25 00:55:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][530/1573] eta 0:10:50 lr 0.000049 time 0.4184 (0.6232) loss 1336.6577 (1313.7552) grad_norm 310.2043 (253.2710) embed_mse 1335.5288 (1312.6556) mask_bce 0.2721 (0.2512) mask_dice 0.8568 (0.8484) mem 21941MB +[2025-12-25 00:55:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][540/1573] eta 0:10:45 lr 0.000049 time 0.4267 (0.6246) loss 1323.3921 (1313.9163) grad_norm 342.2415 (254.5989) embed_mse 1322.2750 (1312.8170) mask_bce 0.2653 (0.2508) mask_dice 0.8518 (0.8485) mem 21941MB +[2025-12-25 00:55:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][550/1573] eta 0:10:35 lr 0.000049 time 0.4232 (0.6211) loss 1294.5475 (1314.0545) grad_norm 371.8149 (256.3227) embed_mse 1293.4030 (1312.9552) mask_bce 0.3001 (0.2508) mask_dice 0.8445 (0.8485) mem 21941MB +[2025-12-25 00:55:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][560/1573] eta 0:10:38 lr 0.000048 time 0.4131 (0.6299) loss 1303.9878 (1314.0556) grad_norm 224.8029 (254.7984) embed_mse 1302.8618 (1312.9561) mask_bce 0.3017 (0.2511) mask_dice 0.8242 (0.8484) mem 21941MB +[2025-12-25 00:56:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][570/1573] eta 0:10:28 lr 0.000048 time 0.4183 (0.6271) loss 1343.2134 (1314.4320) grad_norm 262.7464 (254.9103) embed_mse 1342.1425 (1313.3326) mask_bce 0.2204 (0.2508) mask_dice 0.8506 (0.8485) mem 21941MB +[2025-12-25 00:56:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][580/1573] eta 0:10:24 lr 0.000048 time 0.4686 (0.6293) loss 1402.7644 (1314.7067) grad_norm 231.5546 (254.5859) embed_mse 1401.6227 (1313.6071) mask_bce 0.3077 (0.2511) mask_dice 0.8340 (0.8485) mem 21941MB +[2025-12-25 00:56:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][590/1573] eta 0:10:20 lr 0.000048 time 0.4313 (0.6314) loss 1318.8538 (1314.4371) grad_norm 243.2635 (254.4308) embed_mse 1317.7781 (1313.3378) mask_bce 0.2354 (0.2507) mask_dice 0.8403 (0.8485) mem 21941MB +[2025-12-25 00:56:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][600/1573] eta 0:10:11 lr 0.000048 time 0.4457 (0.6282) loss 1342.3605 (1314.2601) grad_norm 180.4727 (253.8563) embed_mse 1341.2806 (1313.1608) mask_bce 0.2481 (0.2506) mask_dice 0.8318 (0.8486) mem 21941MB +[2025-12-25 00:56:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][610/1573] eta 0:10:05 lr 0.000048 time 0.4317 (0.6288) loss 1337.2629 (1314.4323) grad_norm 217.7244 (253.3809) embed_mse 1336.1447 (1313.3332) mask_bce 0.2562 (0.2506) mask_dice 0.8620 (0.8486) mem 21941MB +[2025-12-25 00:56:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][620/1573] eta 0:09:56 lr 0.000048 time 0.4320 (0.6258) loss 1269.9003 (1314.2815) grad_norm 167.4290 (252.2647) embed_mse 1268.8329 (1313.1826) mask_bce 0.2004 (0.2501) mask_dice 0.8670 (0.8487) mem 21941MB +[2025-12-25 00:56:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][630/1573] eta 0:09:47 lr 0.000048 time 0.4245 (0.6229) loss 1262.7244 (1314.1403) grad_norm 324.4345 (253.1899) embed_mse 1261.5389 (1313.0414) mask_bce 0.3370 (0.2501) mask_dice 0.8484 (0.8487) mem 21941MB +[2025-12-25 00:56:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][640/1573] eta 0:09:38 lr 0.000048 time 0.4301 (0.6200) loss 1311.8087 (1314.3015) grad_norm 216.5689 (252.8971) embed_mse 1310.5449 (1313.2025) mask_bce 0.3876 (0.2503) mask_dice 0.8762 (0.8488) mem 21941MB +[2025-12-25 00:56:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][650/1573] eta 0:09:29 lr 0.000048 time 0.4242 (0.6171) loss 1373.3835 (1314.1231) grad_norm 168.8572 (251.8596) embed_mse 1372.1775 (1313.0240) mask_bce 0.3444 (0.2503) mask_dice 0.8617 (0.8489) mem 21941MB +[2025-12-25 00:56:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][660/1573] eta 0:09:26 lr 0.000048 time 0.4215 (0.6204) loss 1281.3331 (1314.1954) grad_norm 380.8791 (253.4330) embed_mse 1280.2321 (1313.0962) mask_bce 0.2782 (0.2503) mask_dice 0.8229 (0.8488) mem 21941MB +[2025-12-25 00:56:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][670/1573] eta 0:09:17 lr 0.000048 time 0.4173 (0.6175) loss 1341.1310 (1314.2309) grad_norm 310.2281 (254.1173) embed_mse 1340.0565 (1313.1317) mask_bce 0.2000 (0.2503) mask_dice 0.8745 (0.8489) mem 21941MB +[2025-12-25 00:57:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][680/1573] eta 0:09:11 lr 0.000048 time 0.4132 (0.6175) loss 1303.6370 (1314.0959) grad_norm 237.7676 (252.9494) embed_mse 1302.5651 (1312.9967) mask_bce 0.2207 (0.2503) mask_dice 0.8512 (0.8489) mem 21941MB +[2025-12-25 00:57:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][690/1573] eta 0:09:03 lr 0.000048 time 0.4171 (0.6156) loss 1306.1448 (1313.9853) 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0.2670 (0.2502) mask_dice 0.8373 (0.8490) mem 21941MB +[2025-12-25 00:57:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][730/1573] eta 0:08:45 lr 0.000048 time 0.4175 (0.6233) loss 1301.8569 (1313.9778) grad_norm 333.7894 (252.7863) embed_mse 1300.7612 (1312.8787) mask_bce 0.2494 (0.2503) mask_dice 0.8463 (0.8489) mem 21941MB +[2025-12-25 00:57:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][740/1573] eta 0:08:36 lr 0.000048 time 0.4170 (0.6205) loss 1283.4429 (1313.6660) grad_norm 268.2377 (252.9543) embed_mse 1282.1985 (1312.5668) mask_bce 0.3815 (0.2503) mask_dice 0.8629 (0.8489) mem 21941MB +[2025-12-25 00:57:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][750/1573] eta 0:08:29 lr 0.000048 time 0.4174 (0.6194) loss 1318.4230 (1313.6097) grad_norm 329.7120 (253.7796) embed_mse 1317.3396 (1312.5103) mask_bce 0.2160 (0.2505) mask_dice 0.8673 (0.8490) mem 21941MB +[2025-12-25 00:57:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][760/1573] eta 0:08:25 lr 0.000048 time 0.4213 (0.6221) loss 1275.9493 (1313.8407) grad_norm 273.0376 (253.1090) embed_mse 1274.8629 (1312.7413) mask_bce 0.2347 (0.2506) mask_dice 0.8516 (0.8489) mem 21941MB +[2025-12-25 00:58:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][770/1573] eta 0:08:17 lr 0.000048 time 0.4174 (0.6195) loss 1328.5377 (1313.5534) grad_norm 220.1797 (252.7660) embed_mse 1327.4491 (1312.4540) mask_bce 0.2199 (0.2506) mask_dice 0.8688 (0.8488) mem 21941MB +[2025-12-25 00:58:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][780/1573] eta 0:08:12 lr 0.000048 time 0.4253 (0.6205) loss 1307.1716 (1313.4377) grad_norm 255.5931 (252.7951) embed_mse 1306.0820 (1312.3382) mask_bce 0.2528 (0.2507) mask_dice 0.8368 (0.8488) mem 21941MB +[2025-12-25 00:58:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][790/1573] eta 0:08:04 lr 0.000048 time 0.4199 (0.6182) loss 1307.6934 (1313.3139) grad_norm 230.7469 (252.5701) embed_mse 1306.6044 (1312.2144) mask_bce 0.2245 (0.2505) mask_dice 0.8646 (0.8489) mem 21941MB +[2025-12-25 00:58:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][800/1573] eta 0:08:01 lr 0.000048 time 0.4186 (0.6231) loss 1326.7056 (1313.4272) grad_norm 161.6705 (252.5137) embed_mse 1325.6232 (1312.3278) mask_bce 0.2145 (0.2505) mask_dice 0.8679 (0.8489) mem 21941MB +[2025-12-25 00:58:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][810/1573] eta 0:07:54 lr 0.000048 time 0.4177 (0.6213) loss 1299.8643 (1313.5208) grad_norm 397.2101 (253.9464) embed_mse 1298.8042 (1312.4214) mask_bce 0.1719 (0.2504) mask_dice 0.8882 (0.8490) mem 21941MB +[2025-12-25 00:58:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][820/1573] eta 0:07:46 lr 0.000048 time 0.4181 (0.6197) loss 1311.0593 (1313.3094) grad_norm 313.4960 (254.5302) embed_mse 1309.9929 (1312.2101) mask_bce 0.1963 (0.2504) mask_dice 0.8701 (0.8489) mem 21941MB +[2025-12-25 00:58:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][830/1573] eta 0:07:41 lr 0.000048 time 0.4163 (0.6214) loss 1408.2345 (1313.1764) grad_norm 297.4406 (254.9468) embed_mse 1407.1151 (1312.0772) mask_bce 0.2728 (0.2503) mask_dice 0.8465 (0.8489) mem 21941MB +[2025-12-25 00:58:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][840/1573] eta 0:07:39 lr 0.000048 time 0.4170 (0.6272) loss 1351.4309 (1313.1695) grad_norm 333.1256 (255.9741) embed_mse 1350.3762 (1312.0705) mask_bce 0.1707 (0.2501) mask_dice 0.8841 (0.8489) mem 21941MB +[2025-12-25 00:58:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][850/1573] eta 0:07:34 lr 0.000048 time 0.4283 (0.6281) loss 1341.4396 (1313.3970) grad_norm 199.9171 (255.4452) embed_mse 1340.3646 (1312.2977) mask_bce 0.2045 (0.2502) mask_dice 0.8704 (0.8491) mem 21941MB +[2025-12-25 00:59:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][860/1573] eta 0:07:29 lr 0.000048 time 0.4188 (0.6303) loss 1262.4701 (1313.4269) grad_norm 455.4406 (257.3143) embed_mse 1261.3999 (1312.3276) mask_bce 0.2075 (0.2502) mask_dice 0.8627 (0.8491) mem 21941MB +[2025-12-25 00:59:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][870/1573] eta 0:07:21 lr 0.000048 time 0.4150 (0.6279) loss 1302.2284 (1313.3671) grad_norm 380.4265 (258.4543) embed_mse 1301.1041 (1312.2679) mask_bce 0.2905 (0.2500) mask_dice 0.8337 (0.8491) mem 21941MB +[2025-12-25 00:59:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][880/1573] eta 0:07:15 lr 0.000048 time 0.4392 (0.6290) loss 1322.3168 (1313.3592) grad_norm 322.2377 (260.7926) embed_mse 1321.2429 (1312.2601) mask_bce 0.2076 (0.2499) mask_dice 0.8663 (0.8491) mem 21941MB +[2025-12-25 00:59:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][890/1573] eta 0:07:09 lr 0.000048 time 0.4265 (0.6283) loss 1374.1416 (1313.5312) grad_norm 211.6982 (260.3503) embed_mse 1373.0463 (1312.4321) mask_bce 0.2438 (0.2499) mask_dice 0.8515 (0.8492) mem 21941MB +[2025-12-25 00:59:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][900/1573] eta 0:07:04 lr 0.000048 time 0.4544 (0.6301) loss 1239.0538 (1313.6581) grad_norm 287.1598 (260.5897) embed_mse 1237.9562 (1312.5590) mask_bce 0.2508 (0.2500) mask_dice 0.8468 (0.8491) mem 21941MB +[2025-12-25 00:59:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][910/1573] eta 0:06:56 lr 0.000048 time 0.9031 (0.6283) loss 1353.7916 (1313.5710) grad_norm 353.9878 (261.4162) embed_mse 1352.7010 (1312.4720) mask_bce 0.2597 (0.2500) mask_dice 0.8309 (0.8491) mem 21941MB +[2025-12-25 00:59:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][920/1573] eta 0:06:49 lr 0.000048 time 0.4414 (0.6267) loss 1335.0511 (1313.6145) grad_norm 322.6601 (263.7231) embed_mse 1333.9899 (1312.5156) mask_bce 0.2062 (0.2498) mask_dice 0.8552 (0.8491) mem 21941MB +[2025-12-25 00:59:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][930/1573] eta 0:06:41 lr 0.000048 time 0.4186 (0.6246) loss 1344.8750 (1313.8211) grad_norm 239.1013 (263.5109) embed_mse 1343.8058 (1312.7224) mask_bce 0.2232 (0.2497) mask_dice 0.8461 (0.8490) mem 21941MB +[2025-12-25 00:59:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][940/1573] eta 0:06:38 lr 0.000048 time 0.4285 (0.6303) loss 1296.7126 (1313.6878) grad_norm 191.1402 (262.8923) embed_mse 1295.6255 (1312.5891) mask_bce 0.2474 (0.2497) mask_dice 0.8397 (0.8489) mem 21941MB +[2025-12-25 00:59:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][950/1573] eta 0:06:31 lr 0.000048 time 0.4185 (0.6281) loss 1293.2375 (1313.4818) grad_norm 231.3774 (262.6252) embed_mse 1292.1251 (1312.3833) mask_bce 0.2653 (0.2495) mask_dice 0.8472 (0.8490) mem 21941MB +[2025-12-25 01:00:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][960/1573] eta 0:06:23 lr 0.000048 time 0.4173 (0.6259) loss 1258.6477 (1313.4567) grad_norm 290.9769 (263.0397) embed_mse 1257.6041 (1312.3583) mask_bce 0.2015 (0.2494) mask_dice 0.8420 (0.8490) mem 21941MB +[2025-12-25 01:00:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][970/1573] eta 0:06:19 lr 0.000048 time 0.4296 (0.6301) loss 1347.5474 (1313.3466) grad_norm 182.4572 (262.3737) embed_mse 1346.4768 (1312.2482) mask_bce 0.1990 (0.2495) mask_dice 0.8715 (0.8489) mem 21941MB +[2025-12-25 01:00:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][980/1573] eta 0:06:15 lr 0.000048 time 1.1887 (0.6332) loss 1248.9681 (1313.3184) grad_norm 304.4722 (262.7188) embed_mse 1247.8929 (1312.2202) mask_bce 0.2577 (0.2493) mask_dice 0.8175 (0.8489) mem 21941MB +[2025-12-25 01:00:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][990/1573] eta 0:06:08 lr 0.000048 time 0.4269 (0.6314) loss 1337.9260 (1313.3734) grad_norm 189.3387 (262.1222) embed_mse 1336.7949 (1312.2752) mask_bce 0.3005 (0.2493) mask_dice 0.8305 (0.8488) mem 21941MB +[2025-12-25 01:00:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1000/1573] eta 0:06:02 lr 0.000048 time 0.4221 (0.6334) loss 1382.8944 (1313.3898) grad_norm 190.7389 (261.0332) embed_mse 1381.7611 (1312.2917) mask_bce 0.2754 (0.2493) mask_dice 0.8579 (0.8488) mem 21941MB +[2025-12-25 01:00:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1010/1573] eta 0:05:55 lr 0.000048 time 0.4285 (0.6314) loss 1332.5714 (1313.3311) grad_norm 214.4082 (260.6631) embed_mse 1331.4833 (1312.2328) mask_bce 0.2303 (0.2495) mask_dice 0.8577 (0.8488) mem 21941MB +[2025-12-25 01:00:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1020/1573] eta 0:05:48 lr 0.000048 time 0.4224 (0.6294) loss 1300.5485 (1313.4150) grad_norm 188.4343 (260.0944) embed_mse 1299.4930 (1312.3168) mask_bce 0.1939 (0.2494) mask_dice 0.8614 (0.8488) mem 21941MB +[2025-12-25 01:00:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1030/1573] eta 0:05:41 lr 0.000048 time 0.4153 (0.6291) loss 1297.1653 (1313.3361) grad_norm 184.5743 (259.5044) embed_mse 1296.0641 (1312.2379) mask_bce 0.2580 (0.2494) mask_dice 0.8432 (0.8488) mem 21941MB +[2025-12-25 01:00:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1040/1573] eta 0:05:36 lr 0.000048 time 0.4229 (0.6304) loss 1292.2612 (1313.3604) grad_norm 256.8943 (258.6565) embed_mse 1291.2010 (1312.2624) mask_bce 0.1966 (0.2491) mask_dice 0.8636 (0.8488) mem 21941MB +[2025-12-25 01:01:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1050/1573] eta 0:05:28 lr 0.000048 time 0.4274 (0.6285) loss 1341.6409 (1313.5353) grad_norm 314.8413 (259.0854) embed_mse 1340.5765 (1312.4373) mask_bce 0.1782 (0.2491) mask_dice 0.8861 (0.8489) mem 21941MB +[2025-12-25 01:01:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1060/1573] eta 0:05:23 lr 0.000048 time 0.5624 (0.6299) loss 1343.2482 (1313.4610) grad_norm 206.4220 (258.6864) embed_mse 1342.1486 (1312.3631) mask_bce 0.2437 (0.2489) mask_dice 0.8560 (0.8490) mem 21941MB +[2025-12-25 01:01:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1070/1573] eta 0:05:15 lr 0.000048 time 0.4527 (0.6280) loss 1312.1200 (1313.4162) grad_norm 258.7172 (258.6866) embed_mse 1311.0265 (1312.3183) mask_bce 0.2484 (0.2489) mask_dice 0.8451 (0.8490) mem 21941MB +[2025-12-25 01:01:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1080/1573] eta 0:05:12 lr 0.000048 time 2.5777 (0.6329) loss 1347.0088 (1313.4302) grad_norm 306.7085 (258.9117) embed_mse 1345.9095 (1312.3321) mask_bce 0.2657 (0.2491) mask_dice 0.8337 (0.8490) mem 21941MB +[2025-12-25 01:01:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1090/1573] eta 0:05:04 lr 0.000048 time 0.4230 (0.6313) loss 1268.8954 (1313.3280) grad_norm 230.5336 (258.7031) embed_mse 1267.8273 (1312.2299) mask_bce 0.2249 (0.2491) mask_dice 0.8431 (0.8490) mem 21941MB +[2025-12-25 01:01:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1100/1573] eta 0:04:58 lr 0.000048 time 0.4279 (0.6305) loss 1295.0145 (1313.2727) grad_norm 173.5723 (258.0817) embed_mse 1293.9451 (1312.1747) mask_bce 0.2226 (0.2490) mask_dice 0.8470 (0.8490) mem 21941MB +[2025-12-25 01:01:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1110/1573] eta 0:04:52 lr 0.000048 time 0.4198 (0.6320) loss 1311.6306 (1313.3954) grad_norm 213.9205 (257.7617) embed_mse 1310.5094 (1312.2975) mask_bce 0.3146 (0.2490) mask_dice 0.8066 (0.8489) mem 21941MB +[2025-12-25 01:01:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1120/1573] eta 0:04:47 lr 0.000048 time 0.4320 (0.6337) loss 1330.9050 (1313.2807) grad_norm 324.6399 (258.5415) embed_mse 1329.7882 (1312.1827) mask_bce 0.2717 (0.2490) mask_dice 0.8450 (0.8489) mem 21941MB +[2025-12-25 01:01:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1130/1573] eta 0:04:39 lr 0.000048 time 0.4205 (0.6319) loss 1275.2053 (1313.2324) grad_norm 344.8146 (259.1534) embed_mse 1274.1057 (1312.1345) mask_bce 0.2654 (0.2490) mask_dice 0.8342 (0.8489) mem 21941MB +[2025-12-25 01:02:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1140/1573] eta 0:04:34 lr 0.000048 time 0.4195 (0.6340) loss 1355.8281 (1313.2006) grad_norm 192.3268 (258.6828) embed_mse 1354.7482 (1312.1029) mask_bce 0.2423 (0.2488) mask_dice 0.8376 (0.8489) mem 21941MB +[2025-12-25 01:02:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1150/1573] eta 0:04:28 lr 0.000048 time 0.4229 (0.6338) loss 1358.7705 (1313.3275) grad_norm 231.9738 (258.4960) embed_mse 1357.6643 (1312.2300) mask_bce 0.2765 (0.2488) mask_dice 0.8297 (0.8488) mem 21941MB +[2025-12-25 01:02:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1160/1573] eta 0:04:21 lr 0.000048 time 0.4217 (0.6321) loss 1319.7242 (1313.3744) grad_norm 469.0830 (260.0701) embed_mse 1318.6454 (1312.2769) mask_bce 0.2224 (0.2487) mask_dice 0.8564 (0.8488) mem 21941MB +[2025-12-25 01:02:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1170/1573] eta 0:04:15 lr 0.000048 time 0.4534 (0.6342) loss 1328.5486 (1313.4021) grad_norm 254.4804 (260.0318) embed_mse 1327.3894 (1312.3046) mask_bce 0.2952 (0.2487) mask_dice 0.8640 (0.8488) mem 21941MB +[2025-12-25 01:02:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1180/1573] eta 0:04:08 lr 0.000048 time 0.4166 (0.6328) loss 1374.1212 (1313.6842) grad_norm 244.1171 (259.9235) embed_mse 1372.8104 (1312.5865) mask_bce 0.4466 (0.2489) mask_dice 0.8642 (0.8488) mem 21941MB +[2025-12-25 01:02:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1190/1573] eta 0:04:03 lr 0.000048 time 0.4448 (0.6350) loss 1311.8710 (1313.6418) grad_norm 214.7601 (259.6184) embed_mse 1310.7423 (1312.5441) mask_bce 0.3056 (0.2490) mask_dice 0.8231 (0.8488) mem 21941MB +[2025-12-25 01:02:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1200/1573] eta 0:03:56 lr 0.000048 time 0.4263 (0.6349) loss 1351.5393 (1313.7744) grad_norm 184.2231 (258.5124) embed_mse 1350.4430 (1312.6767) mask_bce 0.2562 (0.2489) mask_dice 0.8400 (0.8489) mem 21941MB +[2025-12-25 01:02:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1210/1573] eta 0:03:53 lr 0.000048 time 0.4141 (0.6419) loss 1351.7473 (1313.9117) grad_norm 219.1391 (258.2516) embed_mse 1350.6521 (1312.8140) mask_bce 0.2430 (0.2489) mask_dice 0.8521 (0.8488) mem 21941MB +[2025-12-25 01:03:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1220/1573] eta 0:03:46 lr 0.000048 time 0.4212 (0.6406) loss 1320.1313 (1313.8843) grad_norm 309.9467 (258.5917) embed_mse 1319.0653 (1312.7867) mask_bce 0.1933 (0.2488) mask_dice 0.8728 (0.8488) mem 21941MB +[2025-12-25 01:03:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1230/1573] eta 0:03:39 lr 0.000048 time 0.4151 (0.6394) loss 1384.2800 (1314.0194) grad_norm 187.9979 (258.1303) embed_mse 1383.1942 (1312.9218) mask_bce 0.2430 (0.2488) mask_dice 0.8429 (0.8488) mem 21941MB +[2025-12-25 01:03:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1240/1573] eta 0:03:32 lr 0.000048 time 0.4257 (0.6380) loss 1351.4158 (1314.1157) grad_norm 213.1821 (258.3137) embed_mse 1350.3390 (1313.0179) mask_bce 0.2237 (0.2490) mask_dice 0.8530 (0.8488) mem 21941MB +[2025-12-25 01:03:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1250/1573] eta 0:03:26 lr 0.000048 time 0.4229 (0.6405) loss 1311.2574 (1314.0988) grad_norm 225.3736 (258.1025) embed_mse 1310.2048 (1313.0011) mask_bce 0.2068 (0.2489) mask_dice 0.8458 (0.8488) mem 21941MB +[2025-12-25 01:03:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1260/1573] eta 0:03:21 lr 0.000048 time 0.4177 (0.6425) loss 1282.4287 (1314.1583) grad_norm 261.6367 (258.1251) embed_mse 1281.3505 (1313.0604) mask_bce 0.2224 (0.2490) mask_dice 0.8558 (0.8489) mem 21941MB +[2025-12-25 01:03:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1270/1573] eta 0:03:14 lr 0.000048 time 0.4153 (0.6416) loss 1323.1200 (1314.2303) grad_norm 288.6330 (258.3181) embed_mse 1322.0125 (1313.1323) mask_bce 0.2569 (0.2490) mask_dice 0.8506 (0.8490) mem 21941MB +[2025-12-25 01:03:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1280/1573] eta 0:03:08 lr 0.000048 time 0.4162 (0.6423) loss 1274.8795 (1314.2236) grad_norm 355.4274 (259.2342) embed_mse 1273.7719 (1313.1257) mask_bce 0.2752 (0.2491) mask_dice 0.8325 (0.8489) mem 21941MB +[2025-12-25 01:03:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1290/1573] eta 0:03:01 lr 0.000048 time 0.4194 (0.6408) loss 1321.5106 (1314.2415) grad_norm 263.2236 (259.2590) embed_mse 1320.4226 (1313.1435) mask_bce 0.2385 (0.2491) mask_dice 0.8495 (0.8489) mem 21941MB +[2025-12-25 01:03:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1300/1573] eta 0:02:54 lr 0.000048 time 0.4170 (0.6395) loss 1261.4935 (1314.4067) grad_norm 203.3893 (258.9141) embed_mse 1260.3995 (1313.3087) mask_bce 0.2431 (0.2491) mask_dice 0.8509 (0.8489) mem 21941MB +[2025-12-25 01:03:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1310/1573] eta 0:02:47 lr 0.000048 time 0.4139 (0.6378) loss 1340.6147 (1314.4898) grad_norm 209.8504 (258.6131) embed_mse 1339.5483 (1313.3919) mask_bce 0.2025 (0.2490) mask_dice 0.8640 (0.8488) mem 21941MB +[2025-12-25 01:04:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1320/1573] eta 0:02:41 lr 0.000048 time 0.4155 (0.6382) loss 1310.1866 (1314.4564) grad_norm 237.0036 (258.6105) embed_mse 1309.1130 (1313.3585) mask_bce 0.2197 (0.2490) mask_dice 0.8540 (0.8488) mem 21941MB +[2025-12-25 01:04:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1330/1573] eta 0:02:35 lr 0.000048 time 0.4170 (0.6404) loss 1350.9164 (1314.4406) grad_norm 213.8880 (258.3411) embed_mse 1349.7958 (1313.3428) mask_bce 0.2764 (0.2490) mask_dice 0.8442 (0.8488) mem 21941MB +[2025-12-25 01:04:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1340/1573] eta 0:02:29 lr 0.000048 time 2.7424 (0.6411) loss 1347.5566 (1314.5228) grad_norm 179.2333 (257.8674) embed_mse 1346.4313 (1313.4249) mask_bce 0.2981 (0.2492) mask_dice 0.8273 (0.8487) mem 21941MB +[2025-12-25 01:04:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1350/1573] eta 0:02:22 lr 0.000048 time 0.4251 (0.6397) loss 1278.8480 (1314.5280) grad_norm 284.9577 (258.0286) embed_mse 1277.7614 (1313.4302) mask_bce 0.2413 (0.2492) mask_dice 0.8454 (0.8487) mem 21941MB +[2025-12-25 01:04:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1360/1573] eta 0:02:17 lr 0.000048 time 0.4196 (0.6433) loss 1315.1663 (1314.5764) grad_norm 253.1693 (257.5635) embed_mse 1314.0681 (1313.4784) mask_bce 0.2512 (0.2494) mask_dice 0.8469 (0.8487) mem 21941MB +[2025-12-25 01:04:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1370/1573] eta 0:02:10 lr 0.000048 time 0.4561 (0.6431) loss 1368.9491 (1314.5710) grad_norm 186.6124 (257.1486) embed_mse 1367.8245 (1313.4731) mask_bce 0.3035 (0.2493) mask_dice 0.8212 (0.8486) mem 21941MB +[2025-12-25 01:04:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1380/1573] eta 0:02:04 lr 0.000048 time 0.4151 (0.6436) loss 1355.2941 (1314.5637) grad_norm 206.0381 (256.8514) embed_mse 1354.2051 (1313.4658) mask_bce 0.2041 (0.2493) mask_dice 0.8849 (0.8486) mem 21941MB +[2025-12-25 01:05:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1390/1573] eta 0:01:59 lr 0.000048 time 0.4160 (0.6511) loss 1343.5808 (1314.7180) grad_norm 229.2736 (256.6920) embed_mse 1342.4628 (1313.6201) mask_bce 0.2846 (0.2492) mask_dice 0.8334 (0.8486) mem 21941MB +[2025-12-25 01:05:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1400/1573] eta 0:01:52 lr 0.000048 time 0.4150 (0.6502) loss 1369.1156 (1314.5613) grad_norm 365.1400 (257.4723) embed_mse 1368.0466 (1313.4635) mask_bce 0.1968 (0.2492) mask_dice 0.8722 (0.8486) mem 21941MB +[2025-12-25 01:05:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1410/1573] eta 0:01:46 lr 0.000048 time 0.4214 (0.6518) loss 1298.3199 (1314.5989) grad_norm 288.7743 (257.6501) embed_mse 1297.0543 (1313.5009) mask_bce 0.4076 (0.2494) mask_dice 0.8580 (0.8486) mem 21941MB +[2025-12-25 01:05:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1420/1573] eta 0:01:39 lr 0.000048 time 0.4232 (0.6524) loss 1318.3154 (1314.4066) grad_norm 226.8399 (257.4760) embed_mse 1317.1958 (1313.3086) mask_bce 0.2619 (0.2496) mask_dice 0.8578 (0.8485) mem 21941MB +[2025-12-25 01:05:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1430/1573] eta 0:01:33 lr 0.000048 time 0.4165 (0.6510) loss 1309.2119 (1314.3350) grad_norm 275.2276 (257.5757) embed_mse 1308.0983 (1313.2369) mask_bce 0.2674 (0.2496) mask_dice 0.8462 (0.8485) mem 21941MB +[2025-12-25 01:05:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1440/1573] eta 0:01:26 lr 0.000048 time 0.4230 (0.6517) loss 1272.9564 (1314.3094) grad_norm 329.3960 (257.7104) embed_mse 1271.8795 (1313.2114) mask_bce 0.2476 (0.2496) mask_dice 0.8294 (0.8484) mem 21941MB +[2025-12-25 01:05:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1450/1573] eta 0:01:20 lr 0.000048 time 0.4202 (0.6511) loss 1374.6943 (1314.4246) grad_norm 365.8483 (258.3079) embed_mse 1373.6216 (1313.3265) mask_bce 0.2115 (0.2496) mask_dice 0.8613 (0.8484) mem 21941MB +[2025-12-25 01:05:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1460/1573] eta 0:01:13 lr 0.000048 time 0.4368 (0.6512) loss 1293.0444 (1314.4610) grad_norm 392.4619 (259.0450) embed_mse 1291.9966 (1313.3630) mask_bce 0.1993 (0.2496) mask_dice 0.8485 (0.8484) mem 21941MB +[2025-12-25 01:06:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1470/1573] eta 0:01:07 lr 0.000048 time 0.4161 (0.6524) loss 1299.0518 (1314.3752) grad_norm 178.4466 (258.6045) embed_mse 1297.9719 (1313.2773) mask_bce 0.2298 (0.2496) mask_dice 0.8499 (0.8483) mem 21941MB +[2025-12-25 01:06:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1480/1573] eta 0:01:00 lr 0.000048 time 0.4498 (0.6522) loss 1294.2446 (1314.3741) grad_norm 249.2559 (258.5207) embed_mse 1293.1405 (1313.2761) mask_bce 0.2853 (0.2496) mask_dice 0.8189 (0.8483) mem 21941MB +[2025-12-25 01:06:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1490/1573] eta 0:00:54 lr 0.000048 time 0.4214 (0.6574) loss 1279.7961 (1314.4254) grad_norm 228.1979 (258.3577) embed_mse 1278.7393 (1313.3274) mask_bce 0.1936 (0.2496) mask_dice 0.8633 (0.8483) mem 21941MB +[2025-12-25 01:06:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1500/1573] eta 0:00:48 lr 0.000048 time 3.1198 (0.6576) loss 1255.9858 (1314.4238) grad_norm 315.3127 (258.6622) embed_mse 1254.8998 (1313.3259) mask_bce 0.2470 (0.2496) mask_dice 0.8391 (0.8483) mem 21941MB +[2025-12-25 01:06:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1510/1573] eta 0:00:41 lr 0.000048 time 0.4169 (0.6561) loss 1330.8180 (1314.3851) grad_norm 223.3000 (258.4741) embed_mse 1329.6913 (1313.2872) mask_bce 0.2959 (0.2497) mask_dice 0.8308 (0.8483) mem 21941MB +[2025-12-25 01:06:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1520/1573] eta 0:00:34 lr 0.000048 time 0.4363 (0.6549) loss 1380.7996 (1314.4793) grad_norm 210.5735 (258.3826) embed_mse 1379.7102 (1313.3813) mask_bce 0.2269 (0.2496) mask_dice 0.8624 (0.8484) mem 21941MB +[2025-12-25 01:06:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1530/1573] eta 0:00:28 lr 0.000048 time 0.4211 (0.6569) loss 1270.0935 (1314.5849) grad_norm 307.2062 (258.6382) embed_mse 1269.0157 (1313.4868) mask_bce 0.2526 (0.2497) mask_dice 0.8253 (0.8484) mem 21941MB +[2025-12-25 01:06:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1540/1573] eta 0:00:21 lr 0.000048 time 0.4144 (0.6554) loss 1346.4467 (1314.5869) grad_norm 406.0181 (259.4058) embed_mse 1345.2902 (1313.4888) mask_bce 0.3148 (0.2498) mask_dice 0.8417 (0.8484) mem 21941MB +[2025-12-25 01:06:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1550/1573] eta 0:00:15 lr 0.000048 time 0.4440 (0.6548) loss 1310.7017 (1314.5416) grad_norm 182.2652 (259.0061) embed_mse 1309.6036 (1313.4435) mask_bce 0.2675 (0.2498) mask_dice 0.8305 (0.8483) mem 21941MB +[2025-12-25 01:07:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1560/1573] eta 0:00:08 lr 0.000048 time 0.4175 (0.6542) loss 1353.4871 (1314.7986) grad_norm 192.8151 (259.1092) embed_mse 1352.4158 (1313.7005) mask_bce 0.2014 (0.2498) mask_dice 0.8699 (0.8483) mem 21941MB +[2025-12-25 01:07:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [3/30][1570/1573] eta 0:00:01 lr 0.000048 time 1.7744 (0.6538) loss 1272.7507 (1314.8387) grad_norm 207.3603 (258.8452) embed_mse 1271.5891 (1313.7405) mask_bce 0.3018 (0.2498) mask_dice 0.8598 (0.8483) mem 21941MB +[2025-12-25 01:07:10 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 3 training takes 0:17:08 +[2025-12-25 01:07:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][0/1573] eta 2:18:45 lr 0.000048 time 5.2926 (5.2926) loss 1291.8987 (1291.8987) grad_norm 0.0000 (0.0000) embed_mse 1290.8251 (1290.8251) mask_bce 0.2053 (0.2053) mask_dice 0.8683 (0.8683) mem 21941MB +[2025-12-25 01:07:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][10/1573] eta 0:22:50 lr 0.000048 time 0.4227 (0.8770) loss 1276.5057 (1304.5631) grad_norm 411.5016 (411.5016) embed_mse 1275.4235 (1303.4673) mask_bce 0.2306 (0.2481) mask_dice 0.8517 (0.8477) mem 21941MB +[2025-12-25 01:07:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][20/1573] eta 0:18:30 lr 0.000048 time 0.4222 (0.7150) loss 1327.6411 (1301.5095) grad_norm 288.0435 (349.7726) embed_mse 1326.5267 (1300.4123) mask_bce 0.2791 (0.2518) mask_dice 0.8352 (0.8454) mem 21941MB +[2025-12-25 01:07:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][30/1573] eta 0:18:46 lr 0.000048 time 1.3806 (0.7301) loss 1290.3708 (1305.9895) grad_norm 273.0515 (324.1989) embed_mse 1289.2617 (1304.8946) mask_bce 0.2571 (0.2490) mask_dice 0.8521 (0.8460) mem 21941MB +[2025-12-25 01:07:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][40/1573] eta 0:17:52 lr 0.000048 time 0.4172 (0.6997) loss 1348.7194 (1307.8016) grad_norm 375.8674 (334.0689) embed_mse 1347.6147 (1306.7080) mask_bce 0.2520 (0.2481) mask_dice 0.8525 (0.8456) mem 21941MB +[2025-12-25 01:07:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][50/1573] eta 0:19:10 lr 0.000048 time 0.4205 (0.7554) loss 1353.6107 (1312.1617) grad_norm 477.7683 (358.0188) embed_mse 1352.5060 (1311.0599) mask_bce 0.2713 (0.2557) mask_dice 0.8334 (0.8461) mem 21941MB +[2025-12-25 01:07:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][60/1573] eta 0:17:45 lr 0.000048 time 0.4190 (0.7041) loss 1308.7998 (1309.5783) grad_norm 225.0650 (339.0254) embed_mse 1307.7229 (1308.4782) mask_bce 0.2545 (0.2544) mask_dice 0.8223 (0.8458) mem 21941MB +[2025-12-25 01:08:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][70/1573] eta 0:17:38 lr 0.000048 time 0.4258 (0.7044) loss 1243.5010 (1308.3477) grad_norm 298.6722 (333.9812) embed_mse 1242.4525 (1307.2503) mask_bce 0.1945 (0.2510) mask_dice 0.8539 (0.8465) mem 21941MB +[2025-12-25 01:08:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][80/1573] eta 0:18:01 lr 0.000048 time 0.4198 (0.7246) loss 1291.2102 (1306.8273) grad_norm 240.8729 (318.4052) embed_mse 1290.1152 (1305.7301) mask_bce 0.2488 (0.2510) mask_dice 0.8462 (0.8462) mem 21941MB +[2025-12-25 01:08:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][90/1573] eta 0:17:54 lr 0.000048 time 0.4210 (0.7243) loss 1351.6051 (1308.2440) grad_norm 386.7549 (324.6189) embed_mse 1350.5245 (1307.1471) mask_bce 0.2417 (0.2513) mask_dice 0.8388 (0.8456) mem 21941MB +[2025-12-25 01:08:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][100/1573] eta 0:17:49 lr 0.000048 time 3.6118 (0.7262) loss 1279.0404 (1309.1185) grad_norm 255.1374 (318.8287) embed_mse 1277.9437 (1308.0219) mask_bce 0.2678 (0.2515) mask_dice 0.8288 (0.8451) mem 21941MB +[2025-12-25 01:08:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][110/1573] eta 0:17:55 lr 0.000048 time 0.4400 (0.7353) loss 1315.9744 (1310.2796) grad_norm 244.8053 (313.1346) embed_mse 1314.8772 (1309.1836) mask_bce 0.2446 (0.2505) mask_dice 0.8525 (0.8455) mem 21941MB +[2025-12-25 01:08:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][120/1573] eta 0:17:11 lr 0.000048 time 0.4370 (0.7099) loss 1312.4298 (1310.9653) grad_norm 237.6625 (305.0843) embed_mse 1311.3530 (1309.8680) mask_bce 0.2416 (0.2511) mask_dice 0.8352 (0.8462) mem 21941MB +[2025-12-25 01:08:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][130/1573] eta 0:16:56 lr 0.000048 time 1.0462 (0.7048) loss 1303.9165 (1310.4579) grad_norm 265.6332 (302.6186) embed_mse 1302.8184 (1309.3612) mask_bce 0.2481 (0.2505) mask_dice 0.8501 (0.8462) mem 21941MB +[2025-12-25 01:08:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][140/1573] eta 0:16:23 lr 0.000048 time 0.4455 (0.6865) loss 1347.8208 (1310.1061) grad_norm 431.0948 (310.1760) embed_mse 1346.7076 (1309.0097) mask_bce 0.3022 (0.2502) mask_dice 0.8110 (0.8462) mem 21941MB +[2025-12-25 01:08:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][150/1573] eta 0:15:58 lr 0.000048 time 0.4290 (0.6734) loss 1320.8232 (1311.3291) grad_norm 191.8099 (303.6001) embed_mse 1319.6941 (1310.2330) mask_bce 0.2795 (0.2503) mask_dice 0.8496 (0.8459) mem 21941MB +[2025-12-25 01:09:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][160/1573] eta 0:16:19 lr 0.000048 time 0.4205 (0.6929) loss 1316.7405 (1309.9885) grad_norm 179.4069 (294.3436) embed_mse 1315.6346 (1308.8926) mask_bce 0.2675 (0.2499) mask_dice 0.8384 (0.8460) mem 21941MB +[2025-12-25 01:09:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][170/1573] eta 0:16:29 lr 0.000048 time 0.4221 (0.7053) loss 1317.4138 (1309.9311) grad_norm 166.8091 (288.2705) embed_mse 1316.3567 (1308.8358) mask_bce 0.1738 (0.2489) mask_dice 0.8833 (0.8464) mem 21941MB +[2025-12-25 01:09:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][180/1573] eta 0:16:05 lr 0.000048 time 0.4285 (0.6931) loss 1277.6223 (1309.8635) grad_norm 220.3253 (285.1821) embed_mse 1276.5011 (1308.7666) mask_bce 0.2590 (0.2501) mask_dice 0.8622 (0.8468) mem 21941MB +[2025-12-25 01:09:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][190/1573] eta 0:15:49 lr 0.000048 time 0.5985 (0.6868) loss 1352.8009 (1310.3825) grad_norm 529.7886 (295.8172) embed_mse 1351.7130 (1309.2860) mask_bce 0.2495 (0.2498) mask_dice 0.8384 (0.8467) mem 21941MB +[2025-12-25 01:09:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][200/1573] eta 0:15:38 lr 0.000048 time 0.4271 (0.6839) loss 1284.4636 (1310.0212) grad_norm 177.4861 (288.6848) embed_mse 1283.4052 (1308.9245) mask_bce 0.1823 (0.2501) mask_dice 0.8762 (0.8466) mem 21941MB +[2025-12-25 01:09:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][210/1573] eta 0:15:35 lr 0.000048 time 0.4368 (0.6863) loss 1312.8706 (1310.5815) grad_norm 243.2039 (286.9355) embed_mse 1311.8119 (1309.4855) mask_bce 0.2216 (0.2493) mask_dice 0.8372 (0.8466) mem 21941MB +[2025-12-25 01:09:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][220/1573] eta 0:15:18 lr 0.000048 time 0.4214 (0.6788) loss 1368.6437 (1311.0130) grad_norm 180.7614 (283.0031) embed_mse 1367.5969 (1309.9179) mask_bce 0.1731 (0.2482) mask_dice 0.8737 (0.8469) mem 21941MB +[2025-12-25 01:09:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][230/1573] eta 0:14:59 lr 0.000048 time 0.6193 (0.6701) loss 1347.2867 (1310.9081) grad_norm 180.0759 (279.3271) embed_mse 1346.2159 (1309.8119) mask_bce 0.2051 (0.2492) mask_dice 0.8657 (0.8470) mem 21941MB +[2025-12-25 01:09:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][240/1573] eta 0:14:57 lr 0.000048 time 0.4213 (0.6730) loss 1331.4319 (1311.7996) grad_norm 320.5742 (277.6574) embed_mse 1330.3718 (1310.7031) mask_bce 0.2340 (0.2496) mask_dice 0.8260 (0.8468) mem 21941MB +[2025-12-25 01:09:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][250/1573] eta 0:14:37 lr 0.000048 time 0.4303 (0.6634) loss 1394.0765 (1312.2713) grad_norm 206.4798 (275.3613) embed_mse 1392.9702 (1311.1753) mask_bce 0.2575 (0.2491) mask_dice 0.8488 (0.8469) mem 21941MB +[2025-12-25 01:10:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][260/1573] eta 0:14:52 lr 0.000048 time 7.0656 (0.6800) loss 1327.7499 (1312.6046) grad_norm 322.3712 (276.8304) embed_mse 1326.6737 (1311.5088) mask_bce 0.2002 (0.2489) mask_dice 0.8760 (0.8469) mem 21941MB +[2025-12-25 01:10:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][270/1573] eta 0:14:34 lr 0.000048 time 0.4407 (0.6708) loss 1351.2190 (1313.0540) grad_norm 209.6870 (274.7957) embed_mse 1350.1573 (1311.9576) mask_bce 0.2113 (0.2497) mask_dice 0.8503 (0.8467) mem 21941MB +[2025-12-25 01:10:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][280/1573] eta 0:14:47 lr 0.000048 time 0.4179 (0.6867) loss 1328.2241 (1313.2091) grad_norm 231.0892 (270.3080) embed_mse 1327.1680 (1312.1128) mask_bce 0.2005 (0.2496) mask_dice 0.8556 (0.8467) mem 21941MB +[2025-12-25 01:10:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][290/1573] eta 0:14:44 lr 0.000048 time 0.4187 (0.6896) loss 1253.0504 (1312.7436) grad_norm 272.4598 (270.3678) embed_mse 1251.7787 (1311.6460) mask_bce 0.4333 (0.2507) mask_dice 0.8383 (0.8469) mem 21941MB +[2025-12-25 01:10:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][300/1573] eta 0:14:34 lr 0.000048 time 0.6506 (0.6873) loss 1321.4729 (1312.9190) grad_norm 249.4531 (269.8025) embed_mse 1320.3762 (1311.8219) mask_bce 0.2642 (0.2504) mask_dice 0.8324 (0.8467) mem 21941MB +[2025-12-25 01:10:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][310/1573] eta 0:14:17 lr 0.000048 time 0.4339 (0.6790) loss 1351.6002 (1313.1383) grad_norm 291.8431 (270.3825) embed_mse 1350.3910 (1312.0412) mask_bce 0.3501 (0.2502) mask_dice 0.8591 (0.8469) mem 21941MB +[2025-12-25 01:10:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][320/1573] eta 0:14:06 lr 0.000048 time 0.4413 (0.6754) loss 1329.3387 (1313.4101) grad_norm 230.5488 (270.4535) embed_mse 1328.2516 (1312.3129) mask_bce 0.2038 (0.2500) mask_dice 0.8833 (0.8471) mem 21941MB +[2025-12-25 01:10:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][330/1573] eta 0:14:08 lr 0.000048 time 0.4255 (0.6824) loss 1371.4908 (1313.3764) grad_norm 222.0759 (269.2736) embed_mse 1370.4143 (1312.2795) mask_bce 0.2210 (0.2497) mask_dice 0.8556 (0.8472) mem 21941MB +[2025-12-25 01:11:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][340/1573] eta 0:13:52 lr 0.000048 time 0.4272 (0.6752) loss 1326.1182 (1313.0115) grad_norm 191.3418 (267.4180) embed_mse 1325.0045 (1311.9149) mask_bce 0.2874 (0.2496) mask_dice 0.8262 (0.8470) mem 21941MB +[2025-12-25 01:11:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][350/1573] eta 0:14:01 lr 0.000048 time 0.4317 (0.6883) loss 1306.0624 (1313.1454) grad_norm 205.5288 (265.9787) embed_mse 1304.9237 (1312.0488) mask_bce 0.2964 (0.2498) mask_dice 0.8423 (0.8469) mem 21941MB +[2025-12-25 01:11:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][360/1573] eta 0:13:46 lr 0.000048 time 0.4427 (0.6812) loss 1255.1506 (1312.9613) grad_norm 179.2331 (262.8588) embed_mse 1254.0793 (1311.8649) mask_bce 0.2014 (0.2493) mask_dice 0.8698 (0.8471) mem 21941MB +[2025-12-25 01:11:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][370/1573] eta 0:13:31 lr 0.000048 time 0.4917 (0.6748) loss 1321.6674 (1313.0856) grad_norm 267.4021 (262.9576) embed_mse 1320.5613 (1311.9893) mask_bce 0.2609 (0.2492) mask_dice 0.8453 (0.8471) mem 21941MB +[2025-12-25 01:11:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][380/1573] eta 0:13:28 lr 0.000048 time 0.4223 (0.6777) loss 1286.7018 (1312.9576) grad_norm 220.8943 (262.0626) embed_mse 1285.6121 (1311.8610) mask_bce 0.2361 (0.2493) mask_dice 0.8537 (0.8473) mem 21941MB +[2025-12-25 01:11:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][390/1573] eta 0:13:15 lr 0.000048 time 0.4274 (0.6725) loss 1348.3059 (1312.5365) grad_norm 240.8091 (261.6198) embed_mse 1347.2449 (1311.4405) mask_bce 0.2038 (0.2485) mask_dice 0.8572 (0.8476) mem 21941MB +[2025-12-25 01:11:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][400/1573] eta 0:13:06 lr 0.000048 time 1.9429 (0.6702) loss 1345.2231 (1312.5089) grad_norm 217.3888 (260.2389) embed_mse 1344.1337 (1311.4130) mask_bce 0.2191 (0.2482) mask_dice 0.8704 (0.8477) mem 21941MB +[2025-12-25 01:11:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][410/1573] eta 0:12:54 lr 0.000048 time 0.4388 (0.6657) loss 1345.2987 (1312.5991) grad_norm 184.1811 (258.7475) embed_mse 1344.1646 (1311.5029) mask_bce 0.2849 (0.2486) mask_dice 0.8492 (0.8477) mem 21941MB +[2025-12-25 01:11:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][420/1573] eta 0:12:41 lr 0.000048 time 0.4200 (0.6603) loss 1337.3602 (1312.9595) grad_norm 348.6255 (260.4760) embed_mse 1336.2764 (1311.8635) mask_bce 0.2391 (0.2484) mask_dice 0.8447 (0.8476) mem 21941MB +[2025-12-25 01:11:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][430/1573] eta 0:12:35 lr 0.000048 time 0.4214 (0.6608) loss 1306.4989 (1312.9349) grad_norm 196.3099 (259.2653) embed_mse 1305.4237 (1311.8390) mask_bce 0.2076 (0.2485) mask_dice 0.8676 (0.8474) mem 21941MB +[2025-12-25 01:12:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][440/1573] eta 0:12:32 lr 0.000048 time 2.0845 (0.6641) loss 1215.0295 (1312.2832) grad_norm 228.3660 (257.4753) embed_mse 1213.9583 (1311.1875) mask_bce 0.2322 (0.2481) mask_dice 0.8390 (0.8476) mem 21941MB +[2025-12-25 01:12:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][450/1573] eta 0:12:22 lr 0.000048 time 0.4257 (0.6612) loss 1398.0631 (1312.5030) grad_norm 286.3495 (257.9909) embed_mse 1396.9767 (1311.4072) mask_bce 0.2258 (0.2482) mask_dice 0.8607 (0.8476) mem 21941MB +[2025-12-25 01:12:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][460/1573] eta 0:12:13 lr 0.000048 time 0.4405 (0.6588) loss 1324.3967 (1312.7579) grad_norm 233.4457 (257.5603) embed_mse 1323.3275 (1311.6624) mask_bce 0.2074 (0.2478) mask_dice 0.8618 (0.8477) mem 21941MB +[2025-12-25 01:12:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][470/1573] eta 0:12:02 lr 0.000048 time 0.4479 (0.6548) loss 1309.8430 (1312.9880) grad_norm 244.8224 (257.3406) embed_mse 1308.7196 (1311.8923) mask_bce 0.2767 (0.2481) mask_dice 0.8466 (0.8475) mem 21941MB +[2025-12-25 01:12:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][480/1573] eta 0:11:51 lr 0.000048 time 0.4312 (0.6506) loss 1324.8748 (1313.4648) grad_norm 253.6828 (256.5792) embed_mse 1323.8203 (1312.3691) mask_bce 0.2009 (0.2481) mask_dice 0.8535 (0.8476) mem 21941MB +[2025-12-25 01:12:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][490/1573] eta 0:11:41 lr 0.000048 time 1.2034 (0.6476) loss 1377.3970 (1313.5739) grad_norm 260.7360 (256.6473) embed_mse 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mem 21941MB +[2025-12-25 01:12:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][530/1573] eta 0:11:17 lr 0.000048 time 0.4273 (0.6493) loss 1299.4414 (1313.2457) grad_norm 249.7308 (257.5257) embed_mse 1298.3354 (1312.1505) mask_bce 0.2812 (0.2480) mask_dice 0.8247 (0.8472) mem 21941MB +[2025-12-25 01:12:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][540/1573] eta 0:11:06 lr 0.000047 time 0.4182 (0.6451) loss 1275.2384 (1313.1873) grad_norm 179.3617 (256.3590) embed_mse 1274.1702 (1312.0920) mask_bce 0.2292 (0.2483) mask_dice 0.8390 (0.8471) mem 21941MB +[2025-12-25 01:13:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][550/1573] eta 0:11:01 lr 0.000047 time 0.4251 (0.6462) loss 1230.0912 (1313.0935) grad_norm 322.8801 (257.3373) embed_mse 1229.0463 (1311.9984) mask_bce 0.2069 (0.2480) mask_dice 0.8380 (0.8471) mem 21941MB +[2025-12-25 01:13:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][560/1573] eta 0:10:52 lr 0.000047 time 0.4227 (0.6442) loss 1260.6899 (1312.8747) grad_norm 229.8601 (256.3358) embed_mse 1259.6226 (1311.7794) mask_bce 0.2116 (0.2484) mask_dice 0.8558 (0.8469) mem 21941MB +[2025-12-25 01:13:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][570/1573] eta 0:10:49 lr 0.000047 time 0.4237 (0.6474) loss 1280.7260 (1313.0625) grad_norm 215.9576 (255.7670) embed_mse 1279.6039 (1311.9672) mask_bce 0.3114 (0.2483) mask_dice 0.8107 (0.8470) mem 21941MB +[2025-12-25 01:13:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][580/1573] eta 0:10:48 lr 0.000047 time 0.4220 (0.6527) loss 1274.2810 (1313.0709) grad_norm 205.0142 (255.0621) embed_mse 1273.2142 (1311.9757) mask_bce 0.2174 (0.2482) mask_dice 0.8494 (0.8470) mem 21941MB +[2025-12-25 01:13:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][590/1573] eta 0:10:37 lr 0.000047 time 0.4217 (0.6490) loss 1291.8785 (1313.0546) grad_norm 405.4744 (257.1226) embed_mse 1290.7703 (1311.9593) mask_bce 0.2512 (0.2485) mask_dice 0.8571 (0.8469) mem 21941MB +[2025-12-25 01:13:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][600/1573] eta 0:10:37 lr 0.000047 time 0.4639 (0.6554) loss 1309.2692 (1312.9769) grad_norm 349.3255 (257.7775) embed_mse 1308.0494 (1311.8814) mask_bce 0.3659 (0.2487) mask_dice 0.8539 (0.8468) mem 21941MB +[2025-12-25 01:13:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][610/1573] eta 0:10:29 lr 0.000047 time 0.4177 (0.6538) loss 1263.3226 (1313.2506) grad_norm 230.0501 (257.4126) embed_mse 1262.2039 (1312.1552) mask_bce 0.2724 (0.2484) mask_dice 0.8465 (0.8469) mem 21941MB +[2025-12-25 01:13:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][620/1573] eta 0:10:22 lr 0.000047 time 2.1448 (0.6535) loss 1347.5171 (1313.4733) grad_norm 299.1069 (257.9541) embed_mse 1346.4224 (1312.3779) mask_bce 0.2811 (0.2487) mask_dice 0.8138 (0.8467) mem 21941MB +[2025-12-25 01:14:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][630/1573] eta 0:10:21 lr 0.000047 time 0.4184 (0.6586) loss 1287.6964 (1313.4060) grad_norm 329.5868 (258.8725) embed_mse 1286.5787 (1312.3106) mask_bce 0.2987 (0.2487) mask_dice 0.8189 (0.8467) mem 21941MB +[2025-12-25 01:14:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][640/1573] eta 0:10:15 lr 0.000047 time 0.4193 (0.6599) loss 1343.7166 (1313.6411) grad_norm 247.9662 (259.5266) embed_mse 1342.6486 (1312.5457) mask_bce 0.1865 (0.2489) mask_dice 0.8815 (0.8465) mem 21941MB +[2025-12-25 01:14:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][650/1573] eta 0:10:07 lr 0.000047 time 0.4408 (0.6586) loss 1279.2479 (1313.5414) grad_norm 161.3799 (258.3150) embed_mse 1278.1707 (1312.4461) mask_bce 0.2325 (0.2488) mask_dice 0.8449 (0.8465) mem 21941MB +[2025-12-25 01:14:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][660/1573] eta 0:10:03 lr 0.000047 time 0.4220 (0.6608) loss 1333.7240 (1313.2930) grad_norm 196.2775 (257.5584) embed_mse 1332.6497 (1312.1978) mask_bce 0.2030 (0.2485) mask_dice 0.8713 (0.8467) mem 21941MB +[2025-12-25 01:14:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][670/1573] eta 0:09:56 lr 0.000047 time 0.4189 (0.6607) loss 1303.7993 (1313.4732) grad_norm 168.8397 (256.4895) embed_mse 1302.7023 (1312.3778) mask_bce 0.2491 (0.2486) mask_dice 0.8480 (0.8468) mem 21941MB +[2025-12-25 01:14:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][680/1573] eta 0:09:49 lr 0.000047 time 2.2897 (0.6599) loss 1387.0671 (1313.4710) grad_norm 201.8267 (257.6555) embed_mse 1385.9244 (1312.3757) mask_bce 0.2760 (0.2486) mask_dice 0.8667 (0.8467) mem 21941MB +[2025-12-25 01:14:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][690/1573] eta 0:09:40 lr 0.000047 time 0.9154 (0.6573) loss 1405.6925 (1313.9300) grad_norm 371.3636 (258.9777) embed_mse 1404.5878 (1312.8343) mask_bce 0.2737 (0.2490) mask_dice 0.8310 (0.8468) mem 21941MB +[2025-12-25 01:14:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][700/1573] eta 0:09:31 lr 0.000047 time 0.4189 (0.6542) loss 1342.5642 (1314.1180) grad_norm 242.6778 (258.7903) embed_mse 1341.4738 (1313.0223) mask_bce 0.2395 (0.2489) mask_dice 0.8510 (0.8467) mem 21941MB +[2025-12-25 01:14:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][710/1573] eta 0:09:21 lr 0.000047 time 0.4157 (0.6509) loss 1233.2933 (1314.1105) grad_norm 191.5236 (258.0259) embed_mse 1232.2177 (1313.0150) mask_bce 0.2307 (0.2487) mask_dice 0.8450 (0.8469) mem 21941MB +[2025-12-25 01:15:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][720/1573] eta 0:09:16 lr 0.000047 time 0.4179 (0.6526) loss 1352.8882 (1314.2635) grad_norm 219.2656 (257.5398) embed_mse 1351.7968 (1313.1681) mask_bce 0.2445 (0.2484) mask_dice 0.8469 (0.8469) mem 21941MB +[2025-12-25 01:15:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][730/1573] eta 0:09:08 lr 0.000047 time 0.4181 (0.6508) loss 1252.2393 (1314.0886) grad_norm 318.2848 (258.2074) embed_mse 1251.1487 (1312.9933) mask_bce 0.2349 (0.2485) mask_dice 0.8557 (0.8469) mem 21941MB +[2025-12-25 01:15:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][740/1573] eta 0:09:03 lr 0.000047 time 1.0630 (0.6522) loss 1288.6615 (1314.1768) grad_norm 274.7123 (258.3868) embed_mse 1287.5797 (1313.0814) mask_bce 0.2196 (0.2485) mask_dice 0.8622 (0.8469) mem 21941MB +[2025-12-25 01:15:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][750/1573] eta 0:08:54 lr 0.000047 time 0.4267 (0.6491) loss 1338.3433 (1314.3550) grad_norm 328.2844 (259.1384) embed_mse 1337.2638 (1313.2597) mask_bce 0.2209 (0.2484) mask_dice 0.8586 (0.8469) mem 21941MB +[2025-12-25 01:15:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][760/1573] eta 0:08:47 lr 0.000047 time 0.4359 (0.6482) loss 1288.1382 (1314.3221) grad_norm 331.2441 (258.9837) embed_mse 1287.0131 (1313.2266) mask_bce 0.2766 (0.2486) mask_dice 0.8485 (0.8468) mem 21941MB +[2025-12-25 01:15:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][770/1573] eta 0:08:40 lr 0.000047 time 1.8012 (0.6477) loss 1332.0751 (1314.4146) grad_norm 371.9171 (260.1602) embed_mse 1331.0033 (1313.3193) mask_bce 0.1977 (0.2483) mask_dice 0.8740 (0.8470) mem 21941MB +[2025-12-25 01:15:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][780/1573] eta 0:08:36 lr 0.000047 time 0.4225 (0.6510) loss 1324.9473 (1314.4920) grad_norm 318.3532 (260.7601) embed_mse 1323.8788 (1313.3968) mask_bce 0.2059 (0.2483) mask_dice 0.8626 (0.8469) mem 21941MB +[2025-12-25 01:15:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][790/1573] eta 0:08:27 lr 0.000047 time 0.4192 (0.6481) loss 1308.3809 (1314.4967) grad_norm 256.6181 (260.7178) embed_mse 1307.3054 (1313.4013) mask_bce 0.2208 (0.2486) mask_dice 0.8546 (0.8468) mem 21941MB +[2025-12-25 01:15:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][800/1573] eta 0:08:19 lr 0.000047 time 1.5090 (0.6467) loss 1258.8528 (1314.6123) grad_norm 236.9922 (263.3116) embed_mse 1257.7665 (1313.5169) mask_bce 0.2336 (0.2485) mask_dice 0.8528 (0.8469) mem 21941MB +[2025-12-25 01:15:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][810/1573] eta 0:08:14 lr 0.000047 time 1.4946 (0.6482) loss 1255.6833 (1314.4539) grad_norm 208.8471 (262.7724) embed_mse 1254.5886 (1313.3586) mask_bce 0.2658 (0.2485) mask_dice 0.8289 (0.8468) mem 21941MB +[2025-12-25 01:16:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][820/1573] eta 0:08:07 lr 0.000047 time 0.4244 (0.6474) loss 1285.6804 (1314.3292) grad_norm 348.5455 (263.6133) embed_mse 1284.5630 (1313.2338) mask_bce 0.2765 (0.2487) mask_dice 0.8410 (0.8467) mem 21941MB +[2025-12-25 01:16:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][830/1573] eta 0:08:00 lr 0.000047 time 1.7098 (0.6462) loss 1362.4010 (1314.6475) grad_norm 261.8525 (263.5962) embed_mse 1361.3075 (1313.5521) mask_bce 0.2664 (0.2486) mask_dice 0.8272 (0.8467) mem 21941MB +[2025-12-25 01:16:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][840/1573] eta 0:07:53 lr 0.000047 time 0.4288 (0.6465) loss 1298.1826 (1314.5827) grad_norm 195.9798 (262.3567) embed_mse 1297.0880 (1313.4875) mask_bce 0.2557 (0.2485) mask_dice 0.8390 (0.8467) mem 21941MB +[2025-12-25 01:16:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][850/1573] eta 0:07:45 lr 0.000047 time 0.4237 (0.6439) loss 1348.8196 (1314.7400) grad_norm 225.3117 (262.0072) embed_mse 1347.7244 (1313.6447) mask_bce 0.2525 (0.2485) mask_dice 0.8426 (0.8467) mem 21941MB +[2025-12-25 01:16:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][860/1573] eta 0:07:40 lr 0.000047 time 2.7081 (0.6460) loss 1305.2666 (1314.7175) grad_norm 205.4932 (261.4791) embed_mse 1304.1759 (1313.6223) mask_bce 0.2542 (0.2486) mask_dice 0.8365 (0.8467) mem 21941MB +[2025-12-25 01:16:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][870/1573] eta 0:07:32 lr 0.000047 time 0.4207 (0.6436) loss 1313.4700 (1314.8531) grad_norm 258.1507 (261.4483) embed_mse 1312.3782 (1313.7579) mask_bce 0.2403 (0.2486) mask_dice 0.8514 (0.8466) mem 21941MB +[2025-12-25 01:16:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][880/1573] eta 0:07:24 lr 0.000047 time 0.4198 (0.6411) loss 1302.7262 (1315.0463) grad_norm 194.6232 (260.5588) embed_mse 1301.6248 (1313.9508) mask_bce 0.2590 (0.2488) mask_dice 0.8424 (0.8467) mem 21941MB +[2025-12-25 01:16:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][890/1573] eta 0:07:16 lr 0.000047 time 0.4211 (0.6386) loss 1261.1594 (1315.0815) grad_norm 195.9070 (259.9763) embed_mse 1260.0664 (1313.9859) mask_bce 0.2495 (0.2490) mask_dice 0.8435 (0.8466) mem 21941MB +[2025-12-25 01:16:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][900/1573] eta 0:07:08 lr 0.000047 time 0.4262 (0.6368) loss 1340.5574 (1315.3053) grad_norm 223.9937 (259.6551) embed_mse 1339.4824 (1314.2094) mask_bce 0.2408 (0.2494) mask_dice 0.8341 (0.8465) mem 21941MB +[2025-12-25 01:16:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][910/1573] eta 0:07:00 lr 0.000047 time 0.4210 (0.6349) loss 1347.9576 (1315.4791) grad_norm 213.5775 (259.2473) embed_mse 1346.8770 (1314.3833) mask_bce 0.2371 (0.2493) mask_dice 0.8437 (0.8465) mem 21941MB +[2025-12-25 01:16:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][920/1573] eta 0:06:54 lr 0.000047 time 1.4363 (0.6355) loss 1289.4020 (1315.4310) grad_norm 189.4865 (259.2678) embed_mse 1288.2922 (1314.3351) mask_bce 0.2666 (0.2493) mask_dice 0.8432 (0.8466) mem 21941MB +[2025-12-25 01:17:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][930/1573] eta 0:06:50 lr 0.000047 time 3.0907 (0.6380) loss 1346.8722 (1315.4960) grad_norm 231.3337 (259.0269) embed_mse 1345.7380 (1314.4000) mask_bce 0.2719 (0.2494) mask_dice 0.8622 (0.8465) mem 21941MB +[2025-12-25 01:17:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][940/1573] eta 0:06:43 lr 0.000047 time 0.4215 (0.6379) loss 1280.9130 (1315.4623) grad_norm 191.1898 (258.4472) embed_mse 1279.8508 (1314.3664) mask_bce 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01:17:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][980/1573] eta 0:06:15 lr 0.000047 time 0.4213 (0.6326) loss 1274.9707 (1315.3664) grad_norm 179.6026 (257.8528) embed_mse 1273.8256 (1314.2706) mask_bce 0.3213 (0.2492) mask_dice 0.8238 (0.8466) mem 21941MB +[2025-12-25 01:17:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][990/1573] eta 0:06:08 lr 0.000047 time 0.4281 (0.6322) loss 1354.5057 (1315.3441) grad_norm 162.3099 (257.0760) embed_mse 1353.4253 (1314.2484) mask_bce 0.2272 (0.2491) mask_dice 0.8531 (0.8466) mem 21941MB +[2025-12-25 01:17:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1000/1573] eta 0:06:03 lr 0.000047 time 0.4181 (0.6352) loss 1315.2422 (1315.4937) grad_norm 335.6711 (257.8857) embed_mse 1314.1450 (1314.3981) mask_bce 0.2557 (0.2490) mask_dice 0.8414 (0.8467) mem 21941MB +[2025-12-25 01:17:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1010/1573] eta 0:05:59 lr 0.000047 time 0.4153 (0.6394) loss 1267.6012 (1315.3421) grad_norm 235.0671 (257.7046) embed_mse 1266.5112 (1314.2463) mask_bce 0.2641 (0.2491) mask_dice 0.8259 (0.8466) mem 21941MB +[2025-12-25 01:18:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1020/1573] eta 0:05:55 lr 0.000047 time 1.2594 (0.6422) loss 1324.5964 (1315.4952) grad_norm 158.4219 (256.9229) embed_mse 1323.5038 (1314.3994) mask_bce 0.2532 (0.2491) mask_dice 0.8395 (0.8467) mem 21941MB +[2025-12-25 01:18:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1030/1573] eta 0:05:47 lr 0.000047 time 0.4338 (0.6402) loss 1339.8314 (1315.5838) grad_norm 256.9868 (256.9233) embed_mse 1338.7767 (1314.4880) mask_bce 0.2147 (0.2491) mask_dice 0.8399 (0.8466) mem 21941MB +[2025-12-25 01:18:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1040/1573] eta 0:05:43 lr 0.000047 time 0.4181 (0.6451) loss 1307.0233 (1315.4256) grad_norm 243.0476 (256.3399) embed_mse 1305.9410 (1314.3298) mask_bce 0.2266 (0.2491) mask_dice 0.8557 (0.8467) mem 21941MB +[2025-12-25 01:18:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1050/1573] eta 0:05:36 lr 0.000047 time 0.4255 (0.6433) loss 1267.1530 (1315.2994) grad_norm 245.0985 (256.2541) embed_mse 1266.0651 (1314.2036) mask_bce 0.2555 (0.2492) mask_dice 0.8324 (0.8466) mem 21941MB +[2025-12-25 01:18:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1060/1573] eta 0:05:29 lr 0.000047 time 0.5950 (0.6414) loss 1334.8853 (1315.3280) grad_norm 234.0574 (256.0859) embed_mse 1333.7363 (1314.2322) mask_bce 0.3050 (0.2493) mask_dice 0.8439 (0.8466) mem 21941MB +[2025-12-25 01:18:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1070/1573] eta 0:05:22 lr 0.000047 time 0.4246 (0.6417) loss 1283.3623 (1315.2628) grad_norm 369.2260 (256.9366) embed_mse 1282.2709 (1314.1670) mask_bce 0.2291 (0.2492) mask_dice 0.8623 (0.8465) mem 21941MB +[2025-12-25 01:18:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1080/1573] eta 0:05:16 lr 0.000047 time 0.4349 (0.6413) loss 1353.5901 (1315.2721) grad_norm 170.8660 (255.8904) embed_mse 1352.4993 (1314.1765) mask_bce 0.2424 (0.2491) mask_dice 0.8484 (0.8466) mem 21941MB +[2025-12-25 01:18:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1090/1573] eta 0:05:10 lr 0.000047 time 0.4214 (0.6437) loss 1298.1715 (1315.1327) grad_norm 180.5861 (255.3367) embed_mse 1297.0540 (1314.0371) mask_bce 0.2704 (0.2491) mask_dice 0.8471 (0.8465) mem 21941MB +[2025-12-25 01:18:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1100/1573] eta 0:05:04 lr 0.000047 time 0.4520 (0.6432) loss 1279.3405 (1315.1601) grad_norm 180.6772 (254.7917) embed_mse 1278.2621 (1314.0645) mask_bce 0.2271 (0.2490) mask_dice 0.8513 (0.8465) mem 21941MB +[2025-12-25 01:19:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1110/1573] eta 0:04:59 lr 0.000047 time 0.4379 (0.6463) loss 1339.0618 (1315.1439) grad_norm 317.5018 (255.2461) embed_mse 1337.9703 (1314.0475) mask_bce 0.2469 (0.2499) mask_dice 0.8445 (0.8466) mem 21941MB +[2025-12-25 01:19:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1120/1573] eta 0:04:51 lr 0.000047 time 0.4225 (0.6444) loss 1416.7114 (1315.1100) grad_norm 191.4942 (254.6214) embed_mse 1415.6160 (1314.0137) mask_bce 0.2488 (0.2497) mask_dice 0.8467 (0.8466) mem 21941MB +[2025-12-25 01:19:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1130/1573] eta 0:04:44 lr 0.000047 time 0.4198 (0.6424) loss 1346.7395 (1315.1880) grad_norm 208.6129 (254.2951) embed_mse 1345.6490 (1314.0916) mask_bce 0.2431 (0.2498) mask_dice 0.8473 (0.8466) mem 21941MB +[2025-12-25 01:19:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1140/1573] eta 0:04:39 lr 0.000047 time 0.4211 (0.6462) loss 1408.9297 (1315.2434) grad_norm 245.2727 (254.2316) embed_mse 1407.8397 (1314.1471) mask_bce 0.2394 (0.2497) mask_dice 0.8505 (0.8467) mem 21941MB +[2025-12-25 01:19:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1150/1573] eta 0:04:32 lr 0.000047 time 0.4218 (0.6442) loss 1353.4122 (1315.3283) grad_norm 201.7589 (253.8646) embed_mse 1352.3556 (1314.2320) mask_bce 0.2200 (0.2496) mask_dice 0.8366 (0.8467) mem 21941MB +[2025-12-25 01:19:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1160/1573] eta 0:04:28 lr 0.000047 time 0.4186 (0.6491) loss 1295.1952 (1315.2723) grad_norm 341.4551 (254.1059) embed_mse 1294.1077 (1314.1761) mask_bce 0.2530 (0.2497) mask_dice 0.8346 (0.8466) mem 21941MB +[2025-12-25 01:19:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1170/1573] eta 0:04:23 lr 0.000047 time 0.4171 (0.6543) loss 1357.4758 (1315.5244) grad_norm 323.8628 (254.5837) embed_mse 1356.3981 (1314.4280) mask_bce 0.2276 (0.2498) mask_dice 0.8501 (0.8466) mem 21941MB +[2025-12-25 01:20:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1180/1573] eta 0:04:16 lr 0.000047 time 0.4237 (0.6523) loss 1311.9916 (1315.4427) grad_norm 195.9252 (254.1847) embed_mse 1310.9180 (1314.3462) mask_bce 0.2169 (0.2499) mask_dice 0.8569 (0.8466) mem 21941MB +[2025-12-25 01:20:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1190/1573] eta 0:04:10 lr 0.000047 time 0.4202 (0.6537) loss 1226.7378 (1315.5006) grad_norm 269.4841 (254.2881) embed_mse 1225.6747 (1314.4041) mask_bce 0.1932 (0.2499) mask_dice 0.8699 (0.8466) mem 21941MB +[2025-12-25 01:20:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1200/1573] eta 0:04:06 lr 0.000047 time 0.4240 (0.6613) loss 1293.5935 (1315.4449) grad_norm 178.7047 (253.7864) embed_mse 1292.5170 (1314.3485) mask_bce 0.2087 (0.2499) mask_dice 0.8678 (0.8466) mem 21941MB +[2025-12-25 01:20:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1210/1573] eta 0:03:59 lr 0.000047 time 0.4185 (0.6593) loss 1254.3950 (1315.3025) grad_norm 199.6644 (253.4280) embed_mse 1253.3052 (1314.2063) mask_bce 0.2528 (0.2497) mask_dice 0.8370 (0.8465) mem 21941MB +[2025-12-25 01:20:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1220/1573] eta 0:03:52 lr 0.000047 time 0.4268 (0.6583) loss 1291.5690 (1315.2274) grad_norm 220.0585 (253.2085) embed_mse 1290.4832 (1314.1311) mask_bce 0.2352 (0.2498) mask_dice 0.8506 (0.8465) mem 21941MB +[2025-12-25 01:20:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1230/1573] eta 0:03:45 lr 0.000047 time 0.4184 (0.6570) loss 1323.6532 (1315.2793) grad_norm 213.0849 (252.9462) embed_mse 1322.5765 (1314.1829) mask_bce 0.2340 (0.2499) mask_dice 0.8426 (0.8464) mem 21941MB +[2025-12-25 01:20:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1240/1573] eta 0:03:40 lr 0.000047 time 4.5454 (0.6619) loss 1284.2473 (1315.3427) grad_norm 235.6334 (252.8071) embed_mse 1283.1821 (1314.2464) mask_bce 0.2215 (0.2499) mask_dice 0.8436 (0.8464) mem 21941MB +[2025-12-25 01:20:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1250/1573] eta 0:03:33 lr 0.000047 time 0.4157 (0.6600) loss 1304.0510 (1315.3965) grad_norm 238.8221 (252.7174) embed_mse 1302.9153 (1314.3003) mask_bce 0.2830 (0.2498) mask_dice 0.8528 (0.8464) mem 21941MB +[2025-12-25 01:21:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1260/1573] eta 0:03:26 lr 0.000047 time 0.4177 (0.6585) loss 1262.0443 (1315.4759) grad_norm 417.7563 (253.7686) embed_mse 1260.9625 (1314.3797) mask_bce 0.2508 (0.2497) mask_dice 0.8311 (0.8464) mem 21941MB +[2025-12-25 01:21:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1270/1573] eta 0:03:19 lr 0.000047 time 0.4195 (0.6575) loss 1349.8109 (1315.3103) grad_norm 186.9167 (253.3455) embed_mse 1348.7206 (1314.2142) mask_bce 0.2334 (0.2497) mask_dice 0.8569 (0.8464) mem 21941MB +[2025-12-25 01:21:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1280/1573] eta 0:03:13 lr 0.000047 time 0.9309 (0.6618) loss 1319.8042 (1315.3062) grad_norm 252.4703 (253.2948) embed_mse 1318.7137 (1314.2101) mask_bce 0.2246 (0.2496) mask_dice 0.8658 (0.8465) mem 21941MB +[2025-12-25 01:21:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1290/1573] eta 0:03:07 lr 0.000047 time 0.4267 (0.6632) loss 1322.7365 (1315.4205) grad_norm 189.7932 (252.9004) embed_mse 1321.6282 (1314.3244) mask_bce 0.2663 (0.2496) mask_dice 0.8419 (0.8465) mem 21941MB +[2025-12-25 01:21:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1300/1573] eta 0:03:00 lr 0.000047 time 0.4217 (0.6622) loss 1316.1254 (1315.3921) grad_norm 192.4945 (252.5275) embed_mse 1315.0303 (1314.2960) mask_bce 0.2550 (0.2496) mask_dice 0.8401 (0.8464) mem 21941MB +[2025-12-25 01:21:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1310/1573] eta 0:02:54 lr 0.000047 time 0.4178 (0.6629) loss 1340.6627 (1315.2307) grad_norm 217.3270 (252.3116) embed_mse 1339.6008 (1314.1346) mask_bce 0.2082 (0.2496) mask_dice 0.8538 (0.8465) mem 21941MB +[2025-12-25 01:21:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1320/1573] eta 0:02:47 lr 0.000047 time 0.4205 (0.6610) loss 1340.7000 (1315.2808) grad_norm 175.0192 (251.6322) embed_mse 1339.5966 (1314.1848) mask_bce 0.2782 (0.2495) mask_dice 0.8252 (0.8465) mem 21941MB +[2025-12-25 01:21:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1330/1573] eta 0:02:40 lr 0.000047 time 0.4197 (0.6614) loss 1313.7991 (1315.1731) grad_norm 235.3197 (251.5340) embed_mse 1312.7079 (1314.0771) mask_bce 0.2616 (0.2495) mask_dice 0.8295 (0.8465) mem 21941MB +[2025-12-25 01:21:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1340/1573] eta 0:02:33 lr 0.000047 time 0.4269 (0.6596) loss 1280.5386 (1315.1272) grad_norm 288.7196 (251.7567) embed_mse 1279.5016 (1314.0311) mask_bce 0.1619 (0.2495) mask_dice 0.8750 (0.8465) mem 21941MB +[2025-12-25 01:22:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1350/1573] eta 0:02:26 lr 0.000047 time 0.4231 (0.6592) loss 1306.0281 (1315.1294) grad_norm 187.0809 (251.3717) embed_mse 1304.9369 (1314.0335) mask_bce 0.2481 (0.2494) mask_dice 0.8431 (0.8466) mem 21941MB +[2025-12-25 01:22:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1360/1573] eta 0:02:20 lr 0.000047 time 0.4208 (0.6585) loss 1326.1855 (1315.0919) grad_norm 221.0421 (251.2441) embed_mse 1325.1010 (1313.9960) mask_bce 0.2372 (0.2493) mask_dice 0.8475 (0.8467) mem 21941MB +[2025-12-25 01:22:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1370/1573] eta 0:02:13 lr 0.000047 time 0.4376 (0.6583) loss 1363.0532 (1315.0758) grad_norm 173.1749 (250.7875) embed_mse 1361.9003 (1313.9799) mask_bce 0.3257 (0.2492) mask_dice 0.8272 (0.8467) mem 21941MB +[2025-12-25 01:22:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1380/1573] eta 0:02:06 lr 0.000047 time 0.4342 (0.6568) loss 1316.2443 (1314.9461) grad_norm 200.2554 (250.4937) embed_mse 1315.1133 (1313.8503) mask_bce 0.2843 (0.2492) mask_dice 0.8467 (0.8466) mem 21941MB +[2025-12-25 01:22:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1390/1573] eta 0:02:00 lr 0.000047 time 0.4436 (0.6561) loss 1272.2224 (1314.8215) grad_norm 247.4679 (250.4762) embed_mse 1271.1426 (1313.7256) mask_bce 0.2287 (0.2492) mask_dice 0.8511 (0.8466) mem 21941MB +[2025-12-25 01:22:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1400/1573] eta 0:01:53 lr 0.000047 time 0.4239 (0.6545) loss 1318.2771 (1314.8006) grad_norm 195.3105 (249.9796) embed_mse 1317.1626 (1313.7048) mask_bce 0.2693 (0.2492) mask_dice 0.8452 (0.8467) mem 21941MB +[2025-12-25 01:22:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1410/1573] eta 0:01:47 lr 0.000047 time 6.0160 (0.6577) loss 1359.4440 (1314.7693) grad_norm 375.8917 (250.6950) embed_mse 1358.3380 (1313.6736) mask_bce 0.2280 (0.2491) mask_dice 0.8780 (0.8467) mem 21941MB +[2025-12-25 01:22:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1420/1573] eta 0:01:40 lr 0.000047 time 0.4234 (0.6561) loss 1286.8790 (1314.6521) grad_norm 218.1969 (250.5114) embed_mse 1285.8237 (1313.5564) mask_bce 0.1940 (0.2491) mask_dice 0.8613 (0.8466) mem 21941MB +[2025-12-25 01:22:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1430/1573] eta 0:01:33 lr 0.000047 time 0.4229 (0.6568) loss 1330.5450 (1314.5762) grad_norm 376.2327 (251.2177) embed_mse 1329.4628 (1313.4804) mask_bce 0.2072 (0.2491) mask_dice 0.8750 (0.8466) mem 21941MB +[2025-12-25 01:22:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1440/1573] eta 0:01:27 lr 0.000047 time 0.4205 (0.6552) loss 1321.7535 (1314.6472) grad_norm 185.4391 (250.7599) embed_mse 1320.6887 (1313.5515) mask_bce 0.2320 (0.2491) mask_dice 0.8327 (0.8467) mem 21941MB +[2025-12-25 01:23:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1450/1573] eta 0:01:20 lr 0.000047 time 0.4169 (0.6553) loss 1330.0618 (1314.6417) grad_norm 193.8266 (250.4453) embed_mse 1328.8895 (1313.5459) mask_bce 0.3109 (0.2491) mask_dice 0.8615 (0.8467) mem 21941MB +[2025-12-25 01:23:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1460/1573] eta 0:01:14 lr 0.000047 time 2.2010 (0.6559) loss 1289.2695 (1314.5470) grad_norm 199.5008 (250.1654) embed_mse 1288.1692 (1313.4512) mask_bce 0.2692 (0.2491) mask_dice 0.8312 (0.8467) mem 21941MB +[2025-12-25 01:23:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1470/1573] eta 0:01:07 lr 0.000047 time 0.4228 (0.6549) loss 1378.9601 (1314.6074) grad_norm 262.9200 (250.2351) embed_mse 1377.8595 (1313.5115) mask_bce 0.2673 (0.2492) mask_dice 0.8333 (0.8467) mem 21941MB +[2025-12-25 01:23:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1480/1573] eta 0:01:01 lr 0.000047 time 0.4272 (0.6563) loss 1293.7854 (1314.6514) grad_norm 231.4326 (249.9549) embed_mse 1292.6886 (1313.5555) mask_bce 0.2543 (0.2492) mask_dice 0.8426 (0.8467) mem 21941MB +[2025-12-25 01:23:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1490/1573] eta 0:00:54 lr 0.000047 time 0.4237 (0.6547) loss 1345.7936 (1314.6233) grad_norm 197.3567 (249.6721) embed_mse 1344.7113 (1313.5275) mask_bce 0.2406 (0.2491) mask_dice 0.8416 (0.8467) mem 21941MB +[2025-12-25 01:23:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1500/1573] eta 0:00:47 lr 0.000047 time 1.9413 (0.6553) loss 1332.0055 (1314.6876) grad_norm 195.7731 (249.3839) embed_mse 1330.9336 (1313.5919) mask_bce 0.2318 (0.2490) mask_dice 0.8401 (0.8467) mem 21941MB +[2025-12-25 01:23:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1510/1573] eta 0:00:41 lr 0.000047 time 0.4213 (0.6545) loss 1353.2866 (1314.7492) grad_norm 378.0548 (250.0683) embed_mse 1352.1772 (1313.6536) mask_bce 0.2792 (0.2490) mask_dice 0.8302 (0.8467) mem 21941MB +[2025-12-25 01:23:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1520/1573] eta 0:00:34 lr 0.000047 time 0.4205 (0.6560) loss 1309.2383 (1314.6702) grad_norm 150.9424 (249.6561) embed_mse 1308.1265 (1313.5746) mask_bce 0.2816 (0.2489) mask_dice 0.8301 (0.8467) mem 21941MB +[2025-12-25 01:23:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1530/1573] eta 0:00:28 lr 0.000047 time 0.4176 (0.6545) loss 1284.1888 (1314.6634) grad_norm 235.4022 (249.5814) embed_mse 1283.1299 (1313.5677) mask_bce 0.2067 (0.2490) mask_dice 0.8522 (0.8467) mem 21941MB +[2025-12-25 01:23:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1540/1573] eta 0:00:21 lr 0.000047 time 0.4160 (0.6539) loss 1264.8518 (1314.6110) grad_norm 208.3925 (249.3669) embed_mse 1263.7631 (1313.5154) mask_bce 0.2510 (0.2489) mask_dice 0.8376 (0.8468) mem 21941MB +[2025-12-25 01:24:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1550/1573] eta 0:00:15 lr 0.000047 time 0.4229 (0.6537) loss 1290.4127 (1314.4585) grad_norm 319.4439 (249.7300) embed_mse 1289.3259 (1313.3630) mask_bce 0.2489 (0.2488) mask_dice 0.8378 (0.8467) mem 21941MB +[2025-12-25 01:24:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1560/1573] eta 0:00:08 lr 0.000047 time 0.4318 (0.6574) loss 1358.0275 (1314.5042) grad_norm 217.2908 (249.8842) embed_mse 1356.9156 (1313.4086) mask_bce 0.2696 (0.2488) mask_dice 0.8421 (0.8468) mem 21941MB +[2025-12-25 01:24:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [4/30][1570/1573] eta 0:00:01 lr 0.000047 time 0.4170 (0.6616) loss 1236.2244 (1314.4307) grad_norm 233.3246 (249.7997) embed_mse 1235.1411 (1313.3351) mask_bce 0.2466 (0.2488) mask_dice 0.8367 (0.8468) mem 21941MB +[2025-12-25 01:24:30 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 4 training takes 0:17:20 +[2025-12-25 01:24:30 geometry_finetune_default] (utils.py 296): INFO output_geometry_finetune/es_rv_m/ckpt_epoch_4.pth saving...... +[2025-12-25 01:24:33 geometry_finetune_default] (utils.py 298): INFO output_geometry_finetune/es_rv_m/ckpt_epoch_4.pth saved !!! +[2025-12-25 01:24:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][0/1573] eta 4:11:13 lr 0.000047 time 9.5827 (9.5827) loss 1319.1062 (1319.1062) grad_norm 0.0000 (0.0000) embed_mse 1318.0370 (1318.0370) mask_bce 0.2356 (0.2356) mask_dice 0.8337 (0.8337) mem 21941MB +[2025-12-25 01:24:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][10/1573] eta 0:42:04 lr 0.000047 time 0.4232 (1.6150) loss 1338.6781 (1316.7196) grad_norm 376.4984 (376.4984) embed_mse 1337.5702 (1315.6270) mask_bce 0.2812 (0.2467) mask_dice 0.8266 (0.8460) mem 21941MB +[2025-12-25 01:24:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][20/1573] eta 0:28:10 lr 0.000047 time 0.4195 (1.0885) loss 1371.9098 (1322.0390) grad_norm 310.5188 (343.5085) embed_mse 1370.8486 (1320.9453) mask_bce 0.2187 (0.2509) mask_dice 0.8424 (0.8428) mem 21941MB +[2025-12-25 01:25:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][30/1573] eta 0:23:17 lr 0.000047 time 0.4301 (0.9055) loss 1326.8672 (1323.4003) grad_norm 203.3172 (296.7781) embed_mse 1325.7959 (1322.3124) mask_bce 0.2056 (0.2443) mask_dice 0.8657 (0.8435) mem 21941MB +[2025-12-25 01:25:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][40/1573] eta 0:23:39 lr 0.000047 time 0.4442 (0.9260) loss 1359.9609 (1320.1456) grad_norm 248.1318 (286.5973) embed_mse 1358.8722 (1319.0575) mask_bce 0.2373 (0.2439) mask_dice 0.8515 (0.8441) mem 21941MB +[2025-12-25 01:25:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][50/1573] eta 0:21:50 lr 0.000047 time 1.3872 (0.8606) loss 1330.3295 (1322.2573) grad_norm 191.0070 (270.6655) embed_mse 1329.2511 (1321.1673) mask_bce 0.2018 (0.2447) mask_dice 0.8766 (0.8452) mem 21941MB +[2025-12-25 01:25:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: 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mask_bce 0.2146 (0.2451) mask_dice 0.8669 (0.8476) mem 21941MB +[2025-12-25 01:26:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][130/1573] eta 0:16:27 lr 0.000047 time 0.4206 (0.6845) loss 1345.8120 (1314.0673) grad_norm 203.7721 (269.7568) embed_mse 1344.7313 (1312.9736) mask_bce 0.2529 (0.2464) mask_dice 0.8278 (0.8473) mem 21941MB +[2025-12-25 01:26:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][140/1573] eta 0:16:16 lr 0.000047 time 0.7152 (0.6813) loss 1334.4010 (1313.4725) grad_norm 395.1990 (277.1357) embed_mse 1333.2905 (1312.3789) mask_bce 0.2664 (0.2464) mask_dice 0.8441 (0.8471) mem 21941MB +[2025-12-25 01:26:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][150/1573] eta 0:15:44 lr 0.000047 time 0.4220 (0.6638) loss 1267.1879 (1313.8518) grad_norm 187.3746 (272.1490) embed_mse 1266.0770 (1312.7571) mask_bce 0.2635 (0.2475) mask_dice 0.8473 (0.8471) mem 21941MB +[2025-12-25 01:26:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][160/1573] eta 0:15:40 lr 0.000047 time 0.4158 (0.6656) loss 1226.6093 (1312.2644) grad_norm 262.6445 (268.1416) embed_mse 1225.5310 (1311.1697) mask_bce 0.2237 (0.2476) mask_dice 0.8546 (0.8471) mem 21941MB +[2025-12-25 01:26:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][170/1573] eta 0:15:21 lr 0.000047 time 0.4199 (0.6568) loss 1215.3096 (1311.8879) grad_norm 218.8405 (265.7939) embed_mse 1214.2249 (1310.7933) mask_bce 0.2317 (0.2478) mask_dice 0.8531 (0.8468) mem 21941MB +[2025-12-25 01:26:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][180/1573] eta 0:15:22 lr 0.000047 time 0.4177 (0.6624) loss 1308.4775 (1312.3650) grad_norm 249.7834 (265.0662) embed_mse 1307.3784 (1311.2710) mask_bce 0.2543 (0.2469) mask_dice 0.8449 (0.8471) mem 21941MB +[2025-12-25 01:26:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][190/1573] eta 0:15:20 lr 0.000047 time 0.4290 (0.6659) loss 1281.8243 (1312.2774) grad_norm 246.5266 (264.2601) embed_mse 1280.7438 (1311.1836) mask_bce 0.2304 (0.2464) mask_dice 0.8503 (0.8474) mem 21941MB +[2025-12-25 01:26:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][200/1573] eta 0:15:24 lr 0.000047 time 0.4195 (0.6732) loss 1258.9424 (1312.0815) grad_norm 233.6523 (260.3849) embed_mse 1257.8644 (1310.9882) mask_bce 0.2147 (0.2458) mask_dice 0.8633 (0.8475) mem 21941MB +[2025-12-25 01:26:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][210/1573] eta 0:15:01 lr 0.000047 time 0.4195 (0.6613) loss 1323.2092 (1313.3588) grad_norm 341.6266 (263.5096) embed_mse 1322.1332 (1312.2653) mask_bce 0.2266 (0.2458) mask_dice 0.8494 (0.8476) mem 21941MB +[2025-12-25 01:26:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][220/1573] eta 0:14:54 lr 0.000047 time 0.4513 (0.6613) loss 1351.7609 (1313.9551) grad_norm 294.6632 (264.6634) embed_mse 1350.6815 (1312.8616) mask_bce 0.2135 (0.2460) mask_dice 0.8659 (0.8475) mem 21941MB +[2025-12-25 01:27:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][230/1573] eta 0:14:37 lr 0.000047 time 0.4188 (0.6534) loss 1292.6616 (1314.1918) grad_norm 241.5477 (263.8379) embed_mse 1291.5815 (1313.0987) mask_bce 0.2217 (0.2459) mask_dice 0.8584 (0.8473) mem 21941MB +[2025-12-25 01:27:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][240/1573] eta 0:14:38 lr 0.000046 time 0.4537 (0.6591) loss 1351.3167 (1313.9418) grad_norm 207.3470 (263.5519) embed_mse 1350.2076 (1312.8482) mask_bce 0.2954 (0.2469) mask_dice 0.8136 (0.8467) mem 21941MB +[2025-12-25 01:27:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][250/1573] eta 0:14:20 lr 0.000046 time 0.4315 (0.6500) loss 1294.4882 (1313.7009) grad_norm 312.7672 (265.1395) embed_mse 1293.3947 (1312.6074) mask_bce 0.2564 (0.2470) mask_dice 0.8371 (0.8465) mem 21941MB +[2025-12-25 01:27:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][260/1573] eta 0:14:19 lr 0.000046 time 0.4309 (0.6546) loss 1261.8823 (1313.4321) grad_norm 167.0357 (262.0737) embed_mse 1260.7871 (1312.3388) mask_bce 0.2309 (0.2470) mask_dice 0.8643 (0.8464) mem 21941MB +[2025-12-25 01:27:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][270/1573] eta 0:14:05 lr 0.000046 time 0.4271 (0.6487) loss 1317.1920 (1314.0487) grad_norm 199.1360 (260.1665) embed_mse 1316.0146 (1312.9552) mask_bce 0.3010 (0.2467) mask_dice 0.8763 (0.8467) mem 21941MB +[2025-12-25 01:27:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][280/1573] eta 0:14:04 lr 0.000046 time 0.4189 (0.6529) loss 1304.0476 (1314.0081) grad_norm 309.5003 (259.2221) embed_mse 1302.9425 (1312.9143) mask_bce 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01:27:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][320/1573] eta 0:13:20 lr 0.000046 time 0.4480 (0.6387) loss 1261.1221 (1313.6918) grad_norm 311.8991 (270.7415) embed_mse 1260.0300 (1312.5972) mask_bce 0.2538 (0.2480) mask_dice 0.8382 (0.8467) mem 21941MB +[2025-12-25 01:28:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][330/1573] eta 0:13:20 lr 0.000046 time 0.4179 (0.6438) loss 1296.0718 (1313.8901) grad_norm 185.7802 (268.6693) embed_mse 1294.9825 (1312.7955) mask_bce 0.2692 (0.2481) mask_dice 0.8199 (0.8466) mem 21941MB +[2025-12-25 01:28:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][340/1573] eta 0:13:09 lr 0.000046 time 0.9903 (0.6401) loss 1327.5872 (1314.0215) grad_norm 204.7201 (267.1467) embed_mse 1326.4917 (1312.9270) mask_bce 0.2627 (0.2479) mask_dice 0.8328 (0.8466) mem 21941MB +[2025-12-25 01:28:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][350/1573] eta 0:13:01 lr 0.000046 time 0.4216 (0.6394) loss 1344.9926 (1313.6265) grad_norm 240.0454 (266.5164) embed_mse 1343.9194 (1312.5320) mask_bce 0.2099 (0.2480) mask_dice 0.8631 (0.8465) mem 21941MB +[2025-12-25 01:28:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][360/1573] eta 0:12:48 lr 0.000046 time 0.4189 (0.6334) loss 1321.7399 (1313.3074) grad_norm 148.1762 (264.7465) embed_mse 1320.6833 (1312.2127) mask_bce 0.1869 (0.2482) mask_dice 0.8696 (0.8465) mem 21941MB +[2025-12-25 01:28:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][370/1573] eta 0:12:35 lr 0.000046 time 0.4224 (0.6276) loss 1357.2328 (1313.2617) grad_norm 400.6128 (267.7001) embed_mse 1356.1078 (1312.1671) mask_bce 0.2948 (0.2483) mask_dice 0.8302 (0.8463) mem 21941MB +[2025-12-25 01:28:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][380/1573] eta 0:12:22 lr 0.000046 time 0.4205 (0.6227) loss 1292.1206 (1313.0514) grad_norm 301.6836 (268.4231) embed_mse 1291.0538 (1311.9566) mask_bce 0.1747 (0.2484) mask_dice 0.8920 (0.8463) mem 21941MB +[2025-12-25 01:28:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][390/1573] eta 0:12:17 lr 0.000046 time 0.4229 (0.6232) loss 1350.4171 (1313.0556) grad_norm 264.1000 (268.3331) embed_mse 1349.3435 (1311.9610) mask_bce 0.2244 (0.2485) mask_dice 0.8493 (0.8462) mem 21941MB +[2025-12-25 01:28:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][400/1573] eta 0:12:17 lr 0.000046 time 0.4333 (0.6291) loss 1373.3401 (1313.2961) grad_norm 241.9416 (267.5493) embed_mse 1372.2809 (1312.2017) mask_bce 0.1954 (0.2483) mask_dice 0.8638 (0.8462) mem 21941MB +[2025-12-25 01:28:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][410/1573] eta 0:12:13 lr 0.000046 time 0.4305 (0.6311) loss 1310.9403 (1313.3622) grad_norm 452.8695 (271.1830) embed_mse 1309.8695 (1312.2676) mask_bce 0.2161 (0.2484) mask_dice 0.8548 (0.8462) mem 21941MB +[2025-12-25 01:29:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][420/1573] eta 0:12:14 lr 0.000046 time 2.3875 (0.6371) loss 1261.9485 (1313.5896) grad_norm 504.6360 (275.6725) embed_mse 1260.8597 (1312.4943) mask_bce 0.2441 (0.2492) mask_dice 0.8446 (0.8461) mem 21941MB +[2025-12-25 01:29:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][430/1573] eta 0:12:09 lr 0.000046 time 0.4196 (0.6379) loss 1290.9551 (1312.4866) grad_norm 362.5161 (277.3110) embed_mse 1289.8839 (1311.3915) mask_bce 0.2053 (0.2492) mask_dice 0.8658 (0.8459) mem 21941MB +[2025-12-25 01:29:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][440/1573] eta 0:11:57 lr 0.000046 time 0.4208 (0.6330) loss 1333.3588 (1312.5193) grad_norm 244.0117 (276.9448) embed_mse 1332.2444 (1311.4241) mask_bce 0.2568 (0.2493) mask_dice 0.8576 (0.8459) mem 21941MB +[2025-12-25 01:29:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][450/1573] eta 0:11:48 lr 0.000046 time 0.4171 (0.6306) loss 1293.2836 (1312.7206) grad_norm 457.8338 (280.1750) embed_mse 1292.1801 (1311.6254) mask_bce 0.2735 (0.2492) mask_dice 0.8301 (0.8460) mem 21941MB +[2025-12-25 01:29:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][460/1573] eta 0:11:38 lr 0.000046 time 0.4516 (0.6280) loss 1282.5060 (1312.0800) grad_norm 280.6895 (280.1840) embed_mse 1281.4346 (1310.9850) mask_bce 0.2258 (0.2490) mask_dice 0.8456 (0.8460) mem 21941MB +[2025-12-25 01:29:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][470/1573] eta 0:11:31 lr 0.000046 time 0.4399 (0.6273) loss 1349.9235 (1312.2622) grad_norm 323.1443 (280.9247) embed_mse 1348.8339 (1311.1672) mask_bce 0.2590 (0.2489) mask_dice 0.8306 (0.8460) mem 21941MB +[2025-12-25 01:29:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][480/1573] eta 0:11:30 lr 0.000046 time 0.4160 (0.6319) loss 1273.9474 (1312.1141) grad_norm 185.3472 (281.9176) embed_mse 1272.8789 (1311.0191) mask_bce 0.1858 (0.2491) mask_dice 0.8827 (0.8460) mem 21941MB +[2025-12-25 01:29:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][490/1573] eta 0:11:31 lr 0.000046 time 2.4917 (0.6381) loss 1359.5287 (1312.4786) grad_norm 238.0306 (281.1981) embed_mse 1358.4082 (1311.3835) mask_bce 0.2599 (0.2491) mask_dice 0.8605 (0.8460) mem 21941MB +[2025-12-25 01:29:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][500/1573] eta 0:11:20 lr 0.000046 time 0.4224 (0.6338) loss 1372.1389 (1312.8931) grad_norm 282.5903 (281.2206) embed_mse 1371.0363 (1311.7975) mask_bce 0.2421 (0.2496) mask_dice 0.8606 (0.8460) mem 21941MB +[2025-12-25 01:29:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][510/1573] eta 0:11:09 lr 0.000046 time 0.4199 (0.6301) loss 1337.1653 (1312.8132) grad_norm 378.4875 (282.7645) embed_mse 1336.0563 (1311.7177) mask_bce 0.2278 (0.2495) mask_dice 0.8812 (0.8460) mem 21941MB +[2025-12-25 01:30:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][520/1573] eta 0:11:04 lr 0.000046 time 0.4147 (0.6314) loss 1299.5812 (1312.3467) grad_norm 326.3235 (282.2545) embed_mse 1298.4976 (1311.2513) mask_bce 0.2444 (0.2494) mask_dice 0.8392 (0.8460) mem 21941MB +[2025-12-25 01:30:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][530/1573] eta 0:10:54 lr 0.000046 time 0.4268 (0.6275) loss 1297.3871 (1312.2641) grad_norm 299.7809 (282.5200) embed_mse 1296.2994 (1311.1688) mask_bce 0.2467 (0.2495) mask_dice 0.8409 (0.8458) mem 21941MB +[2025-12-25 01:30:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][540/1573] eta 0:10:46 lr 0.000046 time 0.4198 (0.6254) loss 1323.2209 (1312.2997) grad_norm 197.0615 (281.2445) embed_mse 1322.1208 (1311.2043) mask_bce 0.2578 (0.2494) mask_dice 0.8423 (0.8459) mem 21941MB +[2025-12-25 01:30:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][550/1573] eta 0:10:38 lr 0.000046 time 1.1896 (0.6242) loss 1303.6091 (1312.2259) grad_norm 272.9619 (281.1227) embed_mse 1302.5502 (1311.1306) mask_bce 0.2021 (0.2494) mask_dice 0.8570 (0.8459) mem 21941MB +[2025-12-25 01:30:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][560/1573] eta 0:10:32 lr 0.000046 time 0.4351 (0.6243) loss 1339.7172 (1312.4251) grad_norm 244.3336 (282.4584) embed_mse 1338.6345 (1311.3299) mask_bce 0.2268 (0.2494) mask_dice 0.8558 (0.8458) mem 21941MB +[2025-12-25 01:30:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][570/1573] eta 0:10:28 lr 0.000046 time 0.4170 (0.6270) loss 1439.0527 (1312.4814) grad_norm 321.9608 (283.0148) embed_mse 1437.9663 (1311.3862) mask_bce 0.2342 (0.2493) mask_dice 0.8521 (0.8459) mem 21941MB +[2025-12-25 01:30:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][580/1573] eta 0:10:26 lr 0.000046 time 0.4173 (0.6308) loss 1269.1432 (1312.6297) grad_norm 256.8053 (282.6508) embed_mse 1268.0585 (1311.5346) mask_bce 0.2590 (0.2491) mask_dice 0.8257 (0.8459) mem 21941MB +[2025-12-25 01:30:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][590/1573] eta 0:10:17 lr 0.000046 time 0.4301 (0.6283) loss 1326.5315 (1312.9550) grad_norm 191.8541 (281.4070) embed_mse 1325.4740 (1311.8602) mask_bce 0.1915 (0.2488) mask_dice 0.8661 (0.8460) mem 21941MB +[2025-12-25 01:30:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][600/1573] eta 0:10:16 lr 0.000046 time 0.4255 (0.6340) loss 1290.8740 (1312.9012) grad_norm 187.8294 (281.5158) embed_mse 1289.8176 (1311.8065) mask_bce 0.1856 (0.2487) mask_dice 0.8708 (0.8461) mem 21941MB +[2025-12-25 01:31:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][610/1573] eta 0:10:09 lr 0.000046 time 0.4175 (0.6332) loss 1263.3951 (1313.0775) grad_norm 307.3673 (281.8560) embed_mse 1262.3108 (1311.9827) mask_bce 0.2263 (0.2488) mask_dice 0.8581 (0.8460) mem 21941MB +[2025-12-25 01:31:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][620/1573] eta 0:10:04 lr 0.000046 time 0.4179 (0.6338) loss 1271.6759 (1313.1225) grad_norm 204.9341 (280.8570) embed_mse 1270.5724 (1312.0278) mask_bce 0.2652 (0.2487) mask_dice 0.8384 (0.8460) mem 21941MB +[2025-12-25 01:31:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][630/1573] eta 0:09:55 lr 0.000046 time 0.4172 (0.6318) loss 1295.7476 (1312.9617) grad_norm 319.6706 (281.3546) embed_mse 1294.6722 (1311.8671) mask_bce 0.2327 (0.2487) mask_dice 0.8427 (0.8460) mem 21941MB +[2025-12-25 01:31:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][640/1573] eta 0:09:48 lr 0.000046 time 0.4190 (0.6305) loss 1399.4821 (1313.0597) grad_norm 190.9924 (279.1879) embed_mse 1398.3706 (1311.9650) mask_bce 0.2742 (0.2487) mask_dice 0.8372 (0.8460) mem 21941MB +[2025-12-25 01:31:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][650/1573] eta 0:09:43 lr 0.000046 time 0.4201 (0.6324) loss 1336.3069 (1313.1028) grad_norm 293.6363 (279.3663) embed_mse 1335.2201 (1312.0081) mask_bce 0.2452 (0.2486) mask_dice 0.8416 (0.8461) mem 21941MB +[2025-12-25 01:31:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][660/1573] eta 0:09:35 lr 0.000046 time 0.4206 (0.6304) loss 1280.1721 (1313.2561) grad_norm 169.8341 (278.0305) embed_mse 1279.0946 (1312.1616) mask_bce 0.2380 (0.2484) mask_dice 0.8395 (0.8461) mem 21941MB +[2025-12-25 01:31:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][670/1573] eta 0:09:28 lr 0.000046 time 0.4311 (0.6293) loss 1299.8480 (1313.3430) grad_norm 252.0921 (277.7180) embed_mse 1298.7506 (1312.2485) mask_bce 0.2418 (0.2484) mask_dice 0.8556 (0.8460) mem 21941MB +[2025-12-25 01:31:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][680/1573] eta 0:09:20 lr 0.000046 time 0.4290 (0.6280) loss 1311.7006 (1313.3067) grad_norm 187.4429 (276.0014) embed_mse 1310.5859 (1312.2122) mask_bce 0.2679 (0.2485) mask_dice 0.8467 (0.8460) mem 21941MB +[2025-12-25 01:31:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][690/1573] eta 0:09:19 lr 0.000046 time 0.4435 (0.6339) loss 1340.3102 (1313.4772) grad_norm 314.6708 (276.4510) embed_mse 1339.2162 (1312.3828) mask_bce 0.2735 (0.2484) mask_dice 0.8204 (0.8460) mem 21941MB +[2025-12-25 01:32:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][700/1573] eta 0:09:18 lr 0.000046 time 0.4201 (0.6397) loss 1277.4067 (1313.1550) grad_norm 276.9789 (276.4571) embed_mse 1276.3030 (1312.0607) mask_bce 0.2522 (0.2481) mask_dice 0.8515 (0.8462) mem 21941MB +[2025-12-25 01:32:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][710/1573] eta 0:09:09 lr 0.000046 time 0.4187 (0.6366) loss 1335.3856 (1312.9710) grad_norm 307.1082 (276.8054) embed_mse 1334.3126 (1311.8768) mask_bce 0.2178 (0.2479) mask_dice 0.8553 (0.8462) mem 21941MB +[2025-12-25 01:32:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][720/1573] eta 0:09:01 lr 0.000046 time 1.6500 (0.6353) loss 1239.6530 (1312.8643) grad_norm 184.9066 (274.6824) embed_mse 1238.5861 (1311.7702) mask_bce 0.2143 (0.2478) mask_dice 0.8526 (0.8463) mem 21941MB +[2025-12-25 01:32:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][730/1573] eta 0:08:59 lr 0.000046 time 0.4172 (0.6394) loss 1330.2360 (1313.0360) grad_norm 282.9402 (274.7731) embed_mse 1329.1476 (1311.9418) mask_bce 0.2319 (0.2478) mask_dice 0.8565 (0.8464) mem 21941MB +[2025-12-25 01:32:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][740/1573] eta 0:08:55 lr 0.000046 time 0.4301 (0.6423) loss 1307.2225 (1313.0192) grad_norm 257.6175 (274.5866) embed_mse 1306.0986 (1311.9249) mask_bce 0.2816 (0.2480) mask_dice 0.8423 (0.8464) mem 21941MB +[2025-12-25 01:32:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][750/1573] eta 0:08:46 lr 0.000046 time 0.4211 (0.6400) loss 1247.2875 (1313.0317) grad_norm 217.3212 (273.9709) embed_mse 1246.2070 (1311.9372) mask_bce 0.2393 (0.2482) mask_dice 0.8412 (0.8463) mem 21941MB +[2025-12-25 01:32:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][760/1573] eta 0:08:39 lr 0.000046 time 0.4187 (0.6395) loss 1371.5077 (1313.1646) grad_norm 368.8525 (274.9223) embed_mse 1370.4155 (1312.0700) mask_bce 0.2537 (0.2482) mask_dice 0.8385 (0.8463) mem 21941MB +[2025-12-25 01:32:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][770/1573] eta 0:08:35 lr 0.000046 time 0.4197 (0.6420) loss 1306.9048 (1313.2018) grad_norm 182.9668 (273.9644) embed_mse 1305.7882 (1312.1074) mask_bce 0.2993 (0.2482) mask_dice 0.8173 (0.8463) mem 21941MB +[2025-12-25 01:32:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][780/1573] eta 0:08:27 lr 0.000046 time 0.4150 (0.6399) loss 1301.0503 (1313.0225) grad_norm 212.5215 (273.3310) embed_mse 1299.9489 (1311.9279) mask_bce 0.2494 (0.2484) mask_dice 0.8521 (0.8462) mem 21941MB +[2025-12-25 01:33:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][790/1573] eta 0:08:24 lr 0.000046 time 0.4195 (0.6447) loss 1368.8379 (1312.8871) grad_norm 355.5367 (274.1698) embed_mse 1367.7499 (1311.7924) mask_bce 0.2542 (0.2486) mask_dice 0.8339 (0.8461) mem 21941MB +[2025-12-25 01:33:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][800/1573] eta 0:08:17 lr 0.000046 time 0.4170 (0.6438) loss 1312.4819 (1313.0981) grad_norm 260.2167 (275.0704) embed_mse 1311.4011 (1312.0035) mask_bce 0.2389 (0.2485) mask_dice 0.8419 (0.8461) mem 21941MB +[2025-12-25 01:33:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][810/1573] eta 0:08:10 lr 0.000046 time 0.4166 (0.6423) loss 1319.4458 (1313.1663) grad_norm 208.7706 (274.4140) embed_mse 1318.3495 (1312.0718) mask_bce 0.2642 (0.2485) mask_dice 0.8320 (0.8460) mem 21941MB +[2025-12-25 01:33:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][820/1573] eta 0:08:05 lr 0.000046 time 0.4312 (0.6451) loss 1292.1526 (1312.9869) grad_norm 264.9568 (274.3213) embed_mse 1291.0867 (1311.8925) mask_bce 0.2028 (0.2485) mask_dice 0.8630 (0.8459) mem 21941MB +[2025-12-25 01:33:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][830/1573] eta 0:07:58 lr 0.000046 time 0.4225 (0.6442) loss 1337.9700 (1312.8176) grad_norm 336.8493 (274.9284) embed_mse 1336.9099 (1311.7234) mask_bce 0.1903 (0.2483) mask_dice 0.8697 (0.8459) mem 21941MB +[2025-12-25 01:33:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][840/1573] eta 0:07:50 lr 0.000046 time 0.4180 (0.6423) loss 1296.0101 (1312.7891) grad_norm 433.0459 (276.3244) embed_mse 1294.9125 (1311.6949) mask_bce 0.2187 (0.2482) mask_dice 0.8789 (0.8460) mem 21941MB +[2025-12-25 01:33:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][850/1573] eta 0:07:45 lr 0.000046 time 1.1689 (0.6433) loss 1264.1229 (1312.7765) grad_norm 343.6747 (276.9597) embed_mse 1263.0564 (1311.6826) mask_bce 0.2275 (0.2479) mask_dice 0.8391 (0.8460) mem 21941MB +[2025-12-25 01:33:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][860/1573] eta 0:07:41 lr 0.000046 time 0.4460 (0.6471) loss 1332.5061 (1312.9353) grad_norm 187.1105 (276.1200) embed_mse 1331.3907 (1311.8414) mask_bce 0.2901 (0.2479) mask_dice 0.8252 (0.8461) mem 21941MB +[2025-12-25 01:33:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][870/1573] eta 0:07:33 lr 0.000046 time 0.4172 (0.6448) loss 1291.6703 (1312.9895) grad_norm 358.6539 (276.8842) embed_mse 1290.4886 (1311.8954) mask_bce 0.3056 (0.2479) mask_dice 0.8760 (0.8461) mem 21941MB +[2025-12-25 01:34:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][880/1573] eta 0:07:26 lr 0.000046 time 0.4292 (0.6438) loss 1332.6940 (1313.2065) grad_norm 339.7514 (278.1983) embed_mse 1331.5775 (1312.1125) mask_bce 0.2698 (0.2480) mask_dice 0.8467 (0.8460) mem 21941MB +[2025-12-25 01:34:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][890/1573] eta 0:07:23 lr 0.000046 time 0.4170 (0.6497) loss 1282.0487 (1313.0358) grad_norm 205.9773 (277.5476) embed_mse 1280.9857 (1311.9415) mask_bce 0.1825 (0.2481) mask_dice 0.8804 (0.8462) mem 21941MB +[2025-12-25 01:34:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][900/1573] eta 0:07:16 lr 0.000046 time 0.4225 (0.6482) loss 1316.1019 (1313.1610) grad_norm 241.9566 (277.2299) embed_mse 1315.0193 (1312.0667) mask_bce 0.2596 (0.2482) mask_dice 0.8230 (0.8461) mem 21941MB +[2025-12-25 01:34:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][910/1573] eta 0:07:10 lr 0.000046 time 0.4197 (0.6492) loss 1329.1378 (1313.2463) grad_norm 251.3011 (277.0004) embed_mse 1328.0459 (1312.1520) mask_bce 0.2201 (0.2481) mask_dice 0.8718 (0.8462) mem 21941MB +[2025-12-25 01:34:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][920/1573] eta 0:07:02 lr 0.000046 time 0.4178 (0.6471) loss 1287.0798 (1313.1897) grad_norm 549.7474 (279.2272) embed_mse 1286.0192 (1312.0954) mask_bce 0.2224 (0.2482) mask_dice 0.8382 (0.8461) mem 21941MB +[2025-12-25 01:34:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][930/1573] eta 0:06:54 lr 0.000046 time 0.4252 (0.6447) loss 1308.9974 (1313.4072) grad_norm 418.9846 (280.4320) embed_mse 1307.9176 (1312.3128) mask_bce 0.2586 (0.2483) mask_dice 0.8213 (0.8460) mem 21941MB +[2025-12-25 01:34:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][940/1573] eta 0:06:46 lr 0.000046 time 0.4207 (0.6424) loss 1286.7908 (1313.3438) grad_norm 335.0079 (280.8985) embed_mse 1285.7161 (1312.2495) mask_bce 0.2533 (0.2483) mask_dice 0.8214 (0.8460) mem 21941MB +[2025-12-25 01:34:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][950/1573] eta 0:06:39 lr 0.000046 time 0.4174 (0.6408) loss 1307.0022 (1313.3847) grad_norm 340.2545 (281.4015) embed_mse 1305.8960 (1312.2904) mask_bce 0.2744 (0.2484) mask_dice 0.8318 (0.8459) mem 21941MB +[2025-12-25 01:34:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][960/1573] eta 0:06:36 lr 0.000046 time 0.4193 (0.6470) loss 1247.5900 (1313.1034) grad_norm 245.5640 (280.6986) embed_mse 1246.5275 (1312.0093) mask_bce 0.2146 (0.2483) mask_dice 0.8479 (0.8459) mem 21941MB +[2025-12-25 01:35:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][970/1573] eta 0:06:29 lr 0.000046 time 0.4161 (0.6453) loss 1335.4904 (1313.1102) grad_norm 215.7258 (280.1617) embed_mse 1334.3696 (1312.0161) mask_bce 0.2725 (0.2482) mask_dice 0.8482 (0.8459) mem 21941MB +[2025-12-25 01:35:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][980/1573] eta 0:06:22 lr 0.000046 time 0.8481 (0.6447) loss 1349.1514 (1313.1656) grad_norm 192.0682 (279.4396) embed_mse 1348.0662 (1312.0712) mask_bce 0.2168 (0.2485) mask_dice 0.8684 (0.8459) mem 21941MB +[2025-12-25 01:35:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][990/1573] eta 0:06:17 lr 0.000046 time 0.4170 (0.6469) loss 1323.0970 (1313.1425) grad_norm 428.0727 (280.6480) embed_mse 1321.9799 (1312.0481) mask_bce 0.2599 (0.2486) mask_dice 0.8573 (0.8459) mem 21941MB +[2025-12-25 01:35:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1000/1573] eta 0:06:14 lr 0.000046 time 0.4199 (0.6529) loss 1353.0206 (1313.1666) grad_norm 242.8979 (280.8415) embed_mse 1351.9481 (1312.0721) mask_bce 0.2401 (0.2487) mask_dice 0.8324 (0.8457) mem 21941MB +[2025-12-25 01:35:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1010/1573] eta 0:06:06 lr 0.000046 time 0.4251 (0.6517) loss 1303.5234 (1312.9711) grad_norm 222.5683 (280.3790) embed_mse 1302.3627 (1311.8767) mask_bce 0.3070 (0.2486) mask_dice 0.8537 (0.8457) mem 21941MB +[2025-12-25 01:35:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1020/1573] eta 0:05:59 lr 0.000046 time 0.4217 (0.6496) loss 1309.9237 (1313.0118) grad_norm 209.9103 (279.8241) embed_mse 1308.8539 (1311.9175) mask_bce 0.2086 (0.2486) mask_dice 0.8612 (0.8458) mem 21941MB +[2025-12-25 01:35:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1030/1573] eta 0:05:52 lr 0.000046 time 0.4199 (0.6488) loss 1304.1826 (1312.9578) grad_norm 200.5257 (279.2046) embed_mse 1302.9738 (1311.8634) mask_bce 0.3574 (0.2487) mask_dice 0.8516 (0.8457) mem 21941MB +[2025-12-25 01:35:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1040/1573] eta 0:05:44 lr 0.000046 time 0.4314 (0.6467) loss 1281.4432 (1313.0234) grad_norm 244.4288 (278.2775) embed_mse 1280.3760 (1311.9291) mask_bce 0.2304 (0.2486) mask_dice 0.8369 (0.8457) mem 21941MB +[2025-12-25 01:35:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1050/1573] eta 0:05:37 lr 0.000046 time 0.4192 (0.6450) loss 1320.3640 (1313.1862) grad_norm 238.6553 (277.9750) embed_mse 1319.2596 (1312.0919) mask_bce 0.2666 (0.2485) mask_dice 0.8378 (0.8458) mem 21941MB +[2025-12-25 01:35:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1060/1573] eta 0:05:30 lr 0.000046 time 0.4213 (0.6440) loss 1410.7656 (1313.3676) grad_norm 192.1222 (277.3246) embed_mse 1409.6346 (1312.2733) mask_bce 0.2906 (0.2485) mask_dice 0.8405 (0.8458) mem 21941MB +[2025-12-25 01:36:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1070/1573] eta 0:05:23 lr 0.000046 time 1.1404 (0.6428) loss 1365.9865 (1313.5499) grad_norm 295.4788 (277.4611) embed_mse 1364.8842 (1312.4557) mask_bce 0.2421 (0.2483) mask_dice 0.8602 (0.8459) mem 21941MB +[2025-12-25 01:36:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1080/1573] eta 0:05:15 lr 0.000046 time 0.4223 (0.6409) loss 1318.3639 (1313.6652) grad_norm 191.9970 (276.2079) embed_mse 1317.2816 (1312.5709) mask_bce 0.2265 (0.2483) mask_dice 0.8557 (0.8460) mem 21941MB +[2025-12-25 01:36:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1090/1573] eta 0:05:10 lr 0.000046 time 0.4300 (0.6421) loss 1265.6461 (1313.6965) grad_norm 159.8206 (275.3522) embed_mse 1264.5302 (1312.6021) mask_bce 0.2529 (0.2484) mask_dice 0.8632 (0.8460) mem 21941MB +[2025-12-25 01:36:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1100/1573] eta 0:05:06 lr 0.000046 time 0.4168 (0.6471) loss 1337.6671 (1313.9481) grad_norm 216.5466 (274.9229) embed_mse 1336.5347 (1312.8536) mask_bce 0.3138 (0.2484) mask_dice 0.8186 (0.8460) mem 21941MB +[2025-12-25 01:36:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1110/1573] eta 0:05:01 lr 0.000046 time 1.2785 (0.6514) loss 1314.7628 (1314.0177) grad_norm 274.8050 (274.9221) embed_mse 1313.6837 (1312.9233) mask_bce 0.2462 (0.2484) mask_dice 0.8329 (0.8461) mem 21941MB +[2025-12-25 01:36:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1120/1573] eta 0:04:54 lr 0.000046 time 0.4170 (0.6494) loss 1245.0862 (1313.9790) grad_norm 223.3888 (274.3128) embed_mse 1244.0455 (1312.8847) mask_bce 0.1648 (0.2481) mask_dice 0.8759 (0.8462) mem 21941MB +[2025-12-25 01:36:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1130/1573] eta 0:04:46 lr 0.000046 time 0.4200 (0.6477) loss 1332.2362 (1313.9227) grad_norm 200.7935 (273.7914) embed_mse 1331.1572 (1312.8284) mask_bce 0.2323 (0.2480) mask_dice 0.8467 (0.8463) mem 21941MB +[2025-12-25 01:36:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1140/1573] eta 0:04:41 lr 0.000046 time 0.4163 (0.6493) loss 1337.5491 (1313.9671) grad_norm 311.0283 (274.0536) embed_mse 1336.4788 (1312.8727) mask_bce 0.2207 (0.2481) mask_dice 0.8496 (0.8463) mem 21941MB +[2025-12-25 01:37:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1150/1573] eta 0:04:36 lr 0.000046 time 0.4199 (0.6536) loss 1294.8917 (1313.9423) grad_norm 190.7550 (273.4711) embed_mse 1293.7947 (1312.8478) mask_bce 0.2547 (0.2482) mask_dice 0.8424 (0.8463) mem 21941MB +[2025-12-25 01:37:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1160/1573] eta 0:04:29 lr 0.000046 time 0.4214 (0.6516) loss 1310.3582 (1314.1743) grad_norm 303.8370 (275.1672) embed_mse 1309.2631 (1313.0800) mask_bce 0.2712 (0.2481) mask_dice 0.8238 (0.8462) mem 21941MB +[2025-12-25 01:37:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1170/1573] eta 0:04:23 lr 0.000046 time 0.4336 (0.6547) loss 1291.3612 (1314.2732) grad_norm 222.3732 (274.8056) embed_mse 1290.2927 (1313.1788) mask_bce 0.2231 (0.2482) mask_dice 0.8453 (0.8462) mem 21941MB +[2025-12-25 01:37:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1180/1573] eta 0:04:16 lr 0.000046 time 0.4171 (0.6537) loss 1308.6458 (1314.4506) grad_norm 181.4227 (274.1703) embed_mse 1307.5829 (1313.3562) mask_bce 0.2223 (0.2482) mask_dice 0.8405 (0.8462) mem 21941MB +[2025-12-25 01:37:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1190/1573] eta 0:04:09 lr 0.000046 time 0.4177 (0.6518) loss 1317.9579 (1314.5003) grad_norm 262.6204 (274.0923) embed_mse 1316.8920 (1313.4060) mask_bce 0.2152 (0.2482) mask_dice 0.8507 (0.8462) mem 21941MB +[2025-12-25 01:37:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1200/1573] eta 0:04:02 lr 0.000046 time 0.4218 (0.6503) loss 1342.7731 (1314.4490) grad_norm 180.2919 (274.3023) embed_mse 1341.7097 (1313.3547) mask_bce 0.2167 (0.2481) mask_dice 0.8466 (0.8461) mem 21941MB +[2025-12-25 01:37:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1210/1573] eta 0:03:57 lr 0.000046 time 0.9962 (0.6555) loss 1293.4019 (1314.4879) grad_norm 329.9488 (274.6708) embed_mse 1292.3217 (1313.3938) mask_bce 0.2439 (0.2480) mask_dice 0.8363 (0.8462) mem 21941MB +[2025-12-25 01:37:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1220/1573] eta 0:03:51 lr 0.000046 time 0.4160 (0.6558) loss 1319.4408 (1314.4426) grad_norm 251.8726 (274.5208) embed_mse 1318.3635 (1313.3486) mask_bce 0.2339 (0.2479) mask_dice 0.8434 (0.8461) mem 21941MB +[2025-12-25 01:38:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1230/1573] eta 0:03:44 lr 0.000046 time 0.4177 (0.6555) loss 1284.3260 (1314.4039) grad_norm 231.4702 (274.2394) embed_mse 1283.2123 (1313.3100) mask_bce 0.2897 (0.2478) mask_dice 0.8241 (0.8461) mem 21941MB +[2025-12-25 01:38:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1240/1573] eta 0:03:38 lr 0.000046 time 0.4173 (0.6558) loss 1251.2629 (1314.3519) grad_norm 259.5417 (274.0926) embed_mse 1250.2096 (1313.2579) mask_bce 0.2028 (0.2478) mask_dice 0.8506 (0.8461) mem 21941MB +[2025-12-25 01:38:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1250/1573] eta 0:03:32 lr 0.000046 time 0.4184 (0.6591) loss 1369.3834 (1314.4487) grad_norm 205.7726 (273.6546) embed_mse 1368.3041 (1313.3547) mask_bce 0.2380 (0.2479) mask_dice 0.8414 (0.8461) mem 21941MB +[2025-12-25 01:38:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1260/1573] eta 0:03:25 lr 0.000046 time 0.4311 (0.6578) loss 1330.6213 (1314.4970) grad_norm 204.1175 (273.2117) embed_mse 1329.5530 (1313.4030) mask_bce 0.2155 (0.2479) mask_dice 0.8528 (0.8461) mem 21941MB +[2025-12-25 01:38:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1270/1573] eta 0:03:19 lr 0.000046 time 0.4233 (0.6590) loss 1339.0768 (1314.4131) grad_norm 233.4607 (272.9601) embed_mse 1337.9833 (1313.3191) mask_bce 0.2693 (0.2479) mask_dice 0.8242 (0.8461) mem 21941MB +[2025-12-25 01:38:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1280/1573] eta 0:03:12 lr 0.000046 time 0.4332 (0.6573) loss 1353.6344 (1314.5244) grad_norm 179.5076 (272.0655) embed_mse 1352.5173 (1313.4304) mask_bce 0.2810 (0.2479) mask_dice 0.8360 (0.8461) mem 21941MB +[2025-12-25 01:38:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1290/1573] eta 0:03:05 lr 0.000046 time 0.4286 (0.6559) loss 1286.0339 (1314.3230) grad_norm 192.7296 (271.5728) embed_mse 1284.9954 (1313.2290) mask_bce 0.1766 (0.2479) mask_dice 0.8619 (0.8461) mem 21941MB +[2025-12-25 01:38:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1300/1573] eta 0:02:59 lr 0.000046 time 1.3553 (0.6564) loss 1328.1229 (1314.4677) grad_norm 192.7122 (271.0859) embed_mse 1327.0408 (1313.3738) mask_bce 0.2433 (0.2478) mask_dice 0.8389 (0.8460) mem 21941MB +[2025-12-25 01:38:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1310/1573] eta 0:02:52 lr 0.000046 time 0.4226 (0.6552) loss 1335.5580 (1314.4979) grad_norm 316.9579 (271.3673) embed_mse 1334.4462 (1313.4041) mask_bce 0.2703 (0.2478) mask_dice 0.8415 (0.8460) mem 21941MB +[2025-12-25 01:39:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1320/1573] eta 0:02:46 lr 0.000046 time 0.5242 (0.6569) loss 1375.3307 (1314.4619) grad_norm 251.7691 (271.4813) embed_mse 1374.2437 (1313.3683) mask_bce 0.2359 (0.2477) mask_dice 0.8512 (0.8460) mem 21941MB +[2025-12-25 01:39:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1330/1573] eta 0:02:39 lr 0.000046 time 0.4220 (0.6560) loss 1342.3673 (1314.5313) grad_norm 208.9683 (271.1048) embed_mse 1341.2904 (1313.4376) mask_bce 0.2250 (0.2477) mask_dice 0.8519 (0.8460) mem 21941MB +[2025-12-25 01:39:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1340/1573] eta 0:02:33 lr 0.000046 time 1.1420 (0.6583) loss 1350.4120 (1314.5738) grad_norm 221.8202 (270.8097) embed_mse 1349.3018 (1313.4802) mask_bce 0.2814 (0.2477) mask_dice 0.8289 (0.8459) mem 21941MB +[2025-12-25 01:39:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1350/1573] eta 0:02:27 lr 0.000046 time 0.4227 (0.6613) loss 1332.2351 (1314.5180) grad_norm 204.4638 (270.4147) embed_mse 1331.1282 (1313.4242) mask_bce 0.2448 (0.2479) mask_dice 0.8620 (0.8459) mem 21941MB +[2025-12-25 01:39:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1360/1573] eta 0:02:20 lr 0.000045 time 0.4169 (0.6596) loss 1311.7972 (1314.4762) grad_norm 268.8719 (271.0444) embed_mse 1310.7408 (1313.3825) mask_bce 0.1813 (0.2478) mask_dice 0.8751 (0.8459) mem 21941MB +[2025-12-25 01:39:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1370/1573] eta 0:02:14 lr 0.000045 time 0.4169 (0.6617) loss 1330.0148 (1314.4809) grad_norm 183.7687 (270.5341) embed_mse 1328.9431 (1313.3872) mask_bce 0.2201 (0.2478) mask_dice 0.8515 (0.8459) mem 21941MB +[2025-12-25 01:39:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1380/1573] eta 0:02:07 lr 0.000045 time 0.4223 (0.6627) loss 1275.0897 (1314.3107) grad_norm 195.8651 (270.0999) embed_mse 1274.0094 (1313.2171) mask_bce 0.2431 (0.2478) mask_dice 0.8372 (0.8459) mem 21941MB +[2025-12-25 01:39:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1390/1573] eta 0:02:01 lr 0.000045 time 0.4230 (0.6638) loss 1289.0275 (1314.3034) grad_norm 280.3373 (270.1591) embed_mse 1287.9330 (1313.2097) mask_bce 0.2409 (0.2478) mask_dice 0.8535 (0.8458) mem 21941MB +[2025-12-25 01:40:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1400/1573] eta 0:01:54 lr 0.000045 time 0.4208 (0.6623) loss 1331.3029 (1314.2289) grad_norm 242.6334 (269.6082) embed_mse 1330.2058 (1313.1353) mask_bce 0.2536 (0.2479) mask_dice 0.8434 (0.8458) mem 21941MB +[2025-12-25 01:40:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1410/1573] eta 0:01:48 lr 0.000045 time 0.4216 (0.6633) loss 1262.2039 (1314.0420) grad_norm 202.6566 (269.2278) embed_mse 1261.1512 (1312.9484) mask_bce 0.1920 (0.2479) mask_dice 0.8606 (0.8457) mem 21941MB +[2025-12-25 01:40:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1420/1573] eta 0:01:41 lr 0.000045 time 0.4275 (0.6646) loss 1360.4384 (1314.0652) grad_norm 279.9245 (269.2882) embed_mse 1359.3138 (1312.9716) mask_bce 0.3119 (0.2479) mask_dice 0.8126 (0.8457) mem 21941MB +[2025-12-25 01:40:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1430/1573] eta 0:01:35 lr 0.000045 time 0.4236 (0.6655) loss 1336.1819 (1314.0339) grad_norm 323.6118 (269.5934) embed_mse 1335.0480 (1312.9403) mask_bce 0.3113 (0.2480) mask_dice 0.8227 (0.8457) mem 21941MB +[2025-12-25 01:40:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1440/1573] eta 0:01:28 lr 0.000045 time 0.4325 (0.6638) loss 1335.4686 (1314.1552) grad_norm 268.3890 (269.5468) embed_mse 1334.3781 (1313.0616) mask_bce 0.2734 (0.2480) mask_dice 0.8172 (0.8456) mem 21941MB +[2025-12-25 01:40:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1450/1573] eta 0:01:21 lr 0.000045 time 0.4277 (0.6622) loss 1298.8646 (1314.1905) grad_norm 197.4291 (269.1484) embed_mse 1297.8278 (1313.0967) mask_bce 0.1689 (0.2481) mask_dice 0.8680 (0.8457) mem 21941MB +[2025-12-25 01:40:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1460/1573] eta 0:01:14 lr 0.000045 time 1.0175 (0.6614) loss 1317.0942 (1314.2953) grad_norm 271.4091 (269.1608) embed_mse 1316.0455 (1313.2015) mask_bce 0.1924 (0.2481) mask_dice 0.8563 (0.8456) mem 21941MB +[2025-12-25 01:40:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1470/1573] eta 0:01:08 lr 0.000045 time 0.4202 (0.6619) loss 1347.9213 (1314.3596) grad_norm 363.5677 (269.6767) embed_mse 1346.8779 (1313.2659) mask_bce 0.1730 (0.2480) mask_dice 0.8702 (0.8457) mem 21941MB +[2025-12-25 01:40:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1480/1573] eta 0:01:01 lr 0.000045 time 0.4175 (0.6602) loss 1370.9354 (1314.3532) grad_norm 181.0841 (270.1547) embed_mse 1369.8167 (1313.2595) mask_bce 0.2790 (0.2481) mask_dice 0.8397 (0.8456) mem 21941MB +[2025-12-25 01:40:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1490/1573] eta 0:00:54 lr 0.000045 time 0.4186 (0.6602) loss 1300.1057 (1314.3164) grad_norm 236.1066 (269.9717) embed_mse 1299.0653 (1313.2228) mask_bce 0.1849 (0.2480) mask_dice 0.8555 (0.8457) mem 21941MB +[2025-12-25 01:41:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1500/1573] eta 0:00:48 lr 0.000045 time 0.4220 (0.6617) loss 1370.9050 (1314.2582) grad_norm 264.7541 (269.9438) embed_mse 1369.7482 (1313.1646) mask_bce 0.3074 (0.2480) mask_dice 0.8495 (0.8457) mem 21941MB +[2025-12-25 01:41:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1510/1573] eta 0:00:41 lr 0.000045 time 0.4177 (0.6647) loss 1349.4802 (1314.3736) grad_norm 199.7996 (269.5706) embed_mse 1348.4143 (1313.2799) mask_bce 0.2143 (0.2480) mask_dice 0.8516 (0.8456) mem 21941MB +[2025-12-25 01:41:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1520/1573] eta 0:00:35 lr 0.000045 time 0.4241 (0.6656) loss 1340.8044 (1314.3372) grad_norm 400.8298 (271.9359) embed_mse 1339.7296 (1313.2435) mask_bce 0.2093 (0.2480) mask_dice 0.8656 (0.8456) mem 21941MB +[2025-12-25 01:41:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1530/1573] eta 0:00:28 lr 0.000045 time 0.4238 (0.6645) loss 1417.2213 (1314.3598) grad_norm 360.4587 (272.3993) embed_mse 1416.0931 (1313.2662) mask_bce 0.3020 (0.2481) mask_dice 0.8262 (0.8456) mem 21941MB +[2025-12-25 01:41:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1540/1573] eta 0:00:22 lr 0.000045 time 0.4252 (0.6685) loss 1299.7604 (1314.3213) grad_norm 225.6427 (272.1558) embed_mse 1298.6749 (1313.2276) mask_bce 0.2479 (0.2480) mask_dice 0.8375 (0.8456) mem 21941MB +[2025-12-25 01:41:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1550/1573] eta 0:00:15 lr 0.000045 time 0.4276 (0.6678) loss 1322.0663 (1314.3283) grad_norm 463.7557 (273.1485) embed_mse 1320.9487 (1313.2346) mask_bce 0.2820 (0.2481) mask_dice 0.8355 (0.8456) mem 21941MB +[2025-12-25 01:41:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1560/1573] eta 0:00:08 lr 0.000045 time 0.4284 (0.6690) loss 1321.9333 (1314.3409) grad_norm 345.1071 (273.6056) embed_mse 1320.7479 (1313.2472) mask_bce 0.3172 (0.2482) mask_dice 0.8683 (0.8456) mem 21941MB +[2025-12-25 01:42:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [5/30][1570/1573] eta 0:00:02 lr 0.000045 time 0.4207 (0.6713) loss 1299.6102 (1314.3878) grad_norm 246.4012 (273.4668) embed_mse 1298.5435 (1313.2940) mask_bce 0.2028 (0.2482) mask_dice 0.8639 (0.8456) mem 21941MB +[2025-12-25 01:42:09 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 5 training takes 0:17:35 +[2025-12-25 01:42:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][0/1573] eta 2:49:25 lr 0.000045 time 6.4627 (6.4627) loss 1302.8486 (1302.8486) grad_norm 0.0000 (0.0000) embed_mse 1301.7694 (1301.7694) mask_bce 0.2218 (0.2218) mask_dice 0.8574 (0.8574) mem 21941MB +[2025-12-25 01:42:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][10/1573] eta 0:37:11 lr 0.000045 time 0.4259 (1.4280) loss 1245.3174 (1311.3270) grad_norm 223.0052 (223.0052) embed_mse 1244.2363 (1310.2355) mask_bce 0.2390 (0.2407) mask_dice 0.8420 (0.8507) mem 21941MB +[2025-12-25 01:42:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][20/1573] eta 0:28:54 lr 0.000045 time 0.4251 (1.1166) loss 1347.1473 (1311.6778) grad_norm 289.0334 (256.0193) embed_mse 1346.0352 (1310.5838) mask_bce 0.2481 (0.2464) mask_dice 0.8640 (0.8476) mem 21941MB +[2025-12-25 01:42:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][30/1573] eta 0:24:23 lr 0.000045 time 0.4303 (0.9482) loss 1345.7708 (1319.6014) grad_norm 316.5617 (276.2001) embed_mse 1344.7048 (1318.5112) mask_bce 0.2045 (0.2427) mask_dice 0.8615 (0.8475) mem 21941MB +[2025-12-25 01:42:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][40/1573] eta 0:22:18 lr 0.000045 time 0.4241 (0.8733) loss 1327.9838 (1320.7108) grad_norm 343.2694 (298.5936) embed_mse 1326.9310 (1319.6194) mask_bce 0.2024 (0.2435) mask_dice 0.8503 (0.8478) mem 21941MB +[2025-12-25 01:42:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][50/1573] eta 0:21:00 lr 0.000045 time 0.4252 (0.8276) loss 1388.0175 (1323.9397) grad_norm 255.4081 (291.3960) embed_mse 1386.9337 (1322.8491) mask_bce 0.2339 (0.2444) mask_dice 0.8498 (0.8462) mem 21941MB +[2025-12-25 01:42:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][60/1573] eta 0:20:33 lr 0.000045 time 0.4214 (0.8149) loss 1271.9126 (1322.4692) grad_norm 170.9551 (274.1902) embed_mse 1270.8280 (1321.3761) mask_bce 0.2392 (0.2490) mask_dice 0.8454 (0.8441) mem 21941MB +[2025-12-25 01:43:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][70/1573] eta 0:19:35 lr 0.000045 time 0.4341 (0.7820) loss 1292.7328 (1321.5927) grad_norm 267.0637 (273.2993) embed_mse 1291.6569 (1320.5012) mask_bce 0.2167 (0.2480) mask_dice 0.8593 (0.8435) mem 21941MB +[2025-12-25 01:43:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][80/1573] eta 0:19:31 lr 0.000045 time 0.4359 (0.7847) loss 1376.2759 (1321.7239) grad_norm 164.9433 (258.3885) embed_mse 1375.1801 (1320.6302) mask_bce 0.2521 (0.2510) mask_dice 0.8437 (0.8427) mem 21941MB +[2025-12-25 01:43:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][90/1573] eta 0:18:54 lr 0.000045 time 0.4252 (0.7652) loss 1281.4160 (1320.1377) grad_norm 160.1756 (249.4600) embed_mse 1280.3020 (1319.0443) mask_bce 0.2841 (0.2495) mask_dice 0.8298 (0.8440) mem 21941MB +[2025-12-25 01:43:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][100/1573] eta 0:17:59 lr 0.000045 time 0.4281 (0.7330) loss 1279.5771 (1318.9323) grad_norm 240.0721 (248.6777) embed_mse 1278.4828 (1317.8389) mask_bce 0.2690 (0.2502) mask_dice 0.8253 (0.8431) mem 21941MB +[2025-12-25 01:43:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][110/1573] eta 0:17:53 lr 0.000045 time 0.4223 (0.7338) loss 1344.6678 (1320.5123) grad_norm 235.7128 (247.6804) embed_mse 1343.5786 (1319.4188) mask_bce 0.2418 (0.2510) mask_dice 0.8474 (0.8424) mem 21941MB +[2025-12-25 01:43:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][120/1573] eta 0:17:35 lr 0.000045 time 0.4193 (0.7267) loss 1310.5387 (1321.5004) grad_norm 188.5155 (245.3938) embed_mse 1309.4430 (1320.4074) mask_bce 0.2641 (0.2509) mask_dice 0.8317 (0.8421) mem 21941MB +[2025-12-25 01:43:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][130/1573] eta 0:16:55 lr 0.000045 time 0.4277 (0.7036) loss 1360.6593 (1320.3817) grad_norm 253.2211 (245.8830) embed_mse 1359.5546 (1319.2887) mask_bce 0.2505 (0.2513) mask_dice 0.8543 (0.8417) mem 21941MB +[2025-12-25 01:43:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][140/1573] eta 0:16:20 lr 0.000045 time 0.4251 (0.6839) loss 1254.0183 (1317.7281) grad_norm 289.8375 (248.4686) embed_mse 1252.9348 (1316.6354) mask_bce 0.2138 (0.2509) mask_dice 0.8698 (0.8418) mem 21941MB +[2025-12-25 01:43:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][150/1573] eta 0:16:01 lr 0.000045 time 0.4398 (0.6753) loss 1321.7673 (1318.8587) grad_norm 275.0080 (249.9429) embed_mse 1320.7045 (1317.7667) mask_bce 0.2083 (0.2494) mask_dice 0.8545 (0.8425) mem 21941MB +[2025-12-25 01:44:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][160/1573] eta 0:16:16 lr 0.000045 time 0.4386 (0.6908) loss 1267.6146 (1318.3164) grad_norm 205.6355 (246.7917) embed_mse 1266.4917 (1317.2244) mask_bce 0.2619 (0.2491) mask_dice 0.8610 (0.8429) mem 21941MB +[2025-12-25 01:44:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][170/1573] eta 0:16:13 lr 0.000045 time 2.4502 (0.6939) loss 1278.4548 (1317.8701) grad_norm 206.0705 (244.8526) embed_mse 1277.3929 (1316.7784) mask_bce 0.2020 (0.2484) mask_dice 0.8599 (0.8432) mem 21941MB +[2025-12-25 01:44:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][180/1573] eta 0:15:45 lr 0.000045 time 0.4170 (0.6789) loss 1311.1497 (1318.4189) grad_norm 395.2032 (251.6867) embed_mse 1310.0916 (1317.3271) mask_bce 0.2345 (0.2484) mask_dice 0.8236 (0.8434) mem 21941MB +[2025-12-25 01:44:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][190/1573] eta 0:15:43 lr 0.000045 time 0.4188 (0.6825) loss 1270.4343 (1318.7857) grad_norm 227.5524 (250.6374) embed_mse 1269.3788 (1317.6937) mask_bce 0.1981 (0.2483) mask_dice 0.8574 (0.8437) mem 21941MB +[2025-12-25 01:44:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][200/1573] eta 0:15:19 lr 0.000045 time 0.4220 (0.6699) loss 1324.7759 (1317.1509) grad_norm 220.9151 (248.6148) embed_mse 1323.6903 (1316.0594) mask_bce 0.2363 (0.2480) mask_dice 0.8493 (0.8435) mem 21941MB +[2025-12-25 01:44:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][210/1573] eta 0:15:41 lr 0.000045 time 0.4245 (0.6910) loss 1286.7479 (1317.0162) grad_norm 180.4804 (245.9943) embed_mse 1285.6581 (1315.9245) mask_bce 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01:45:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][250/1573] eta 0:15:03 lr 0.000045 time 0.4171 (0.6827) loss 1317.8020 (1315.7502) grad_norm 180.7359 (252.6357) embed_mse 1316.7288 (1314.6571) mask_bce 0.2296 (0.2489) mask_dice 0.8436 (0.8443) mem 21941MB +[2025-12-25 01:45:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][260/1573] eta 0:14:55 lr 0.000045 time 0.4203 (0.6819) loss 1316.6425 (1314.8125) grad_norm 513.5530 (260.7893) embed_mse 1315.5588 (1313.7196) mask_bce 0.2463 (0.2488) mask_dice 0.8373 (0.8442) mem 21941MB +[2025-12-25 01:45:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][270/1573] eta 0:14:36 lr 0.000045 time 0.4228 (0.6728) loss 1379.2115 (1314.4114) grad_norm 304.0397 (262.1000) embed_mse 1378.1459 (1313.3183) mask_bce 0.2026 (0.2490) mask_dice 0.8631 (0.8441) mem 21941MB +[2025-12-25 01:45:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][280/1573] eta 0:14:32 lr 0.000045 time 0.4175 (0.6745) loss 1317.1863 (1314.9304) grad_norm 275.1857 (263.5874) embed_mse 1316.1158 (1313.8372) mask_bce 0.1996 (0.2490) mask_dice 0.8708 (0.8442) mem 21941MB +[2025-12-25 01:45:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][290/1573] eta 0:14:14 lr 0.000045 time 0.4201 (0.6659) loss 1288.2529 (1314.9075) grad_norm 175.4619 (261.1395) embed_mse 1287.1423 (1313.8141) mask_bce 0.2618 (0.2494) mask_dice 0.8489 (0.8440) mem 21941MB +[2025-12-25 01:45:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][300/1573] eta 0:13:57 lr 0.000045 time 0.4286 (0.6578) loss 1259.0526 (1314.6309) grad_norm 192.2634 (259.2780) embed_mse 1257.9659 (1313.5376) mask_bce 0.2360 (0.2494) mask_dice 0.8507 (0.8439) mem 21941MB +[2025-12-25 01:45:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][310/1573] eta 0:13:52 lr 0.000045 time 0.4275 (0.6595) 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1251.0419 (1313.6026) mask_bce 0.2009 (0.2475) mask_dice 0.8527 (0.8445) mem 21941MB +[2025-12-25 01:46:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][350/1573] eta 0:13:29 lr 0.000045 time 0.4173 (0.6622) loss 1311.9132 (1314.3304) grad_norm 348.9571 (272.1964) embed_mse 1310.8585 (1313.2387) mask_bce 0.2005 (0.2473) mask_dice 0.8543 (0.8443) mem 21941MB +[2025-12-25 01:46:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][360/1573] eta 0:13:26 lr 0.000045 time 3.8286 (0.6650) loss 1298.6598 (1313.9941) grad_norm 447.6721 (276.7670) embed_mse 1297.5547 (1312.9025) mask_bce 0.2701 (0.2473) mask_dice 0.8350 (0.8443) mem 21941MB +[2025-12-25 01:46:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][370/1573] eta 0:13:18 lr 0.000045 time 0.4210 (0.6638) loss 1397.7406 (1313.8841) grad_norm 336.0985 (278.0568) embed_mse 1396.6538 (1312.7926) mask_bce 0.2610 (0.2472) mask_dice 0.8258 (0.8444) mem 21941MB +[2025-12-25 01:46:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][380/1573] eta 0:13:09 lr 0.000045 time 0.4644 (0.6620) loss 1319.2231 (1314.1883) grad_norm 305.1453 (278.6331) embed_mse 1318.1393 (1313.0971) mask_bce 0.2234 (0.2467) mask_dice 0.8604 (0.8445) mem 21941MB +[2025-12-25 01:46:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][390/1573] eta 0:12:56 lr 0.000045 time 0.4463 (0.6560) loss 1260.6958 (1314.0287) grad_norm 347.7010 (280.0721) embed_mse 1259.5917 (1312.9374) mask_bce 0.2787 (0.2467) mask_dice 0.8255 (0.8445) mem 21941MB +[2025-12-25 01:46:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][400/1573] eta 0:13:16 lr 0.000045 time 6.5209 (0.6794) loss 1279.0231 (1314.3741) grad_norm 550.6519 (287.2813) embed_mse 1277.9271 (1313.2829) mask_bce 0.2433 (0.2465) mask_dice 0.8527 (0.8447) mem 21941MB +[2025-12-25 01:46:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][410/1573] eta 0:13:05 lr 0.000045 time 0.4170 (0.6754) loss 1265.3518 (1314.5955) grad_norm 189.7276 (285.3685) embed_mse 1264.2449 (1313.5041) mask_bce 0.2804 (0.2466) mask_dice 0.8265 (0.8447) mem 21941MB +[2025-12-25 01:46:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][420/1573] eta 0:12:54 lr 0.000045 time 0.4212 (0.6718) loss 1378.8409 (1314.4250) grad_norm 173.5935 (283.2190) embed_mse 1377.7389 (1313.3338) mask_bce 0.2521 (0.2466) mask_dice 0.8500 (0.8446) mem 21941MB +[2025-12-25 01:47:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][430/1573] eta 0:12:54 lr 0.000045 time 0.4325 (0.6774) loss 1242.5361 (1314.2617) grad_norm 320.6599 (283.9254) embed_mse 1241.4728 (1313.1706) mask_bce 0.2260 (0.2466) mask_dice 0.8373 (0.8445) mem 21941MB +[2025-12-25 01:47:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][440/1573] eta 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grad_norm 199.4355 (277.6824) embed_mse 1358.0685 (1313.1992) mask_bce 0.2553 (0.2472) mask_dice 0.8396 (0.8444) mem 21941MB +[2025-12-25 01:47:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][480/1573] eta 0:12:19 lr 0.000045 time 0.4201 (0.6765) loss 1364.4474 (1314.4312) grad_norm 186.3137 (275.5757) embed_mse 1363.3918 (1313.3400) mask_bce 0.2083 (0.2468) mask_dice 0.8473 (0.8444) mem 21941MB +[2025-12-25 01:47:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][490/1573] eta 0:12:18 lr 0.000045 time 1.6889 (0.6821) loss 1340.8555 (1314.6680) grad_norm 435.6597 (278.2000) embed_mse 1339.7587 (1313.5768) mask_bce 0.2321 (0.2468) mask_dice 0.8648 (0.8444) mem 21941MB +[2025-12-25 01:47:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][500/1573] eta 0:12:19 lr 0.000045 time 0.4164 (0.6890) loss 1319.0511 (1314.5471) grad_norm 248.6243 (277.7230) embed_mse 1317.9448 (1313.4559) mask_bce 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01:48:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][540/1573] eta 0:11:46 lr 0.000045 time 0.4238 (0.6839) loss 1306.4939 (1314.0861) grad_norm 243.8555 (274.4786) embed_mse 1305.4440 (1312.9950) mask_bce 0.1903 (0.2463) mask_dice 0.8596 (0.8448) mem 21941MB +[2025-12-25 01:48:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][550/1573] eta 0:11:47 lr 0.000045 time 0.4481 (0.6919) loss 1279.1857 (1313.8049) grad_norm 289.1430 (274.6942) embed_mse 1278.0974 (1312.7142) mask_bce 0.2496 (0.2459) mask_dice 0.8386 (0.8449) mem 21941MB +[2025-12-25 01:48:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][560/1573] eta 0:11:37 lr 0.000045 time 0.4174 (0.6890) loss 1333.3246 (1313.8486) grad_norm 403.3588 (275.6587) embed_mse 1332.2274 (1312.7575) mask_bce 0.2536 (0.2462) mask_dice 0.8436 (0.8449) mem 21941MB +[2025-12-25 01:48:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][570/1573] eta 0:11:26 lr 0.000045 time 0.4499 (0.6844) loss 1292.6974 (1313.8657) grad_norm 276.9857 (275.6774) embed_mse 1291.5509 (1312.7744) mask_bce 0.3072 (0.2464) mask_dice 0.8392 (0.8449) mem 21941MB +[2025-12-25 01:48:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][580/1573] eta 0:11:18 lr 0.000045 time 0.4219 (0.6832) loss 1448.2883 (1314.1028) grad_norm 150.8680 (273.9439) embed_mse 1447.1704 (1313.0116) mask_bce 0.2709 (0.2463) mask_dice 0.8470 (0.8450) mem 21941MB +[2025-12-25 01:48:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][590/1573] eta 0:11:15 lr 0.000045 time 0.4351 (0.6873) loss 1351.2029 (1314.1097) grad_norm 182.5009 (272.6913) embed_mse 1350.1058 (1313.0184) mask_bce 0.2558 (0.2463) mask_dice 0.8413 (0.8449) mem 21941MB +[2025-12-25 01:49:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][600/1573] eta 0:11:05 lr 0.000045 time 0.4460 (0.6841) loss 1350.3904 (1314.2167) grad_norm 243.7507 (271.4893) embed_mse 1349.2858 (1313.1254) mask_bce 0.2675 (0.2463) mask_dice 0.8372 (0.8450) mem 21941MB +[2025-12-25 01:49:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][610/1573] eta 0:10:57 lr 0.000045 time 0.4161 (0.6824) loss 1331.6082 (1314.1237) grad_norm 200.0745 (270.5496) embed_mse 1330.5330 (1313.0324) mask_bce 0.2110 (0.2461) mask_dice 0.8642 (0.8452) mem 21941MB +[2025-12-25 01:49:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][620/1573] eta 0:10:51 lr 0.000045 time 0.4181 (0.6835) loss 1325.9563 (1314.3296) grad_norm 377.3234 (271.9363) embed_mse 1324.8530 (1313.2383) mask_bce 0.2736 (0.2460) mask_dice 0.8297 (0.8453) mem 21941MB +[2025-12-25 01:49:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][630/1573] eta 0:10:42 lr 0.000045 time 0.4185 (0.6814) loss 1378.3734 (1314.2646) grad_norm 193.5604 (270.9315) embed_mse 1377.2715 (1313.1733) mask_bce 0.2592 (0.2461) mask_dice 0.8428 (0.8453) mem 21941MB +[2025-12-25 01:49:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][640/1573] eta 0:10:37 lr 0.000045 time 0.4294 (0.6828) loss 1295.1802 (1313.9194) grad_norm 189.3333 (269.3509) embed_mse 1294.0822 (1312.8280) mask_bce 0.2169 (0.2459) mask_dice 0.8811 (0.8455) mem 21941MB +[2025-12-25 01:49:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][650/1573] eta 0:10:29 lr 0.000045 time 0.4172 (0.6825) loss 1376.1823 (1313.9977) grad_norm 155.5543 (267.9460) embed_mse 1375.0747 (1312.9063) mask_bce 0.2617 (0.2459) mask_dice 0.8458 (0.8454) mem 21941MB +[2025-12-25 01:49:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][660/1573] eta 0:10:24 lr 0.000045 time 0.4195 (0.6837) loss 1319.3507 (1314.1101) grad_norm 237.2244 (267.5714) embed_mse 1318.2931 (1313.0188) mask_bce 0.1661 (0.2459) mask_dice 0.8915 (0.8455) mem 21941MB +[2025-12-25 01:49:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][670/1573] eta 0:10:19 lr 0.000045 time 1.5494 (0.6855) loss 1319.1935 (1314.0534) grad_norm 380.4114 (268.9309) embed_mse 1318.1124 (1312.9620) mask_bce 0.2250 (0.2459) mask_dice 0.8561 (0.8455) mem 21941MB +[2025-12-25 01:49:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][680/1573] eta 0:10:08 lr 0.000045 time 0.4251 (0.6817) loss 1302.4440 (1314.2278) grad_norm 260.3283 (268.2603) embed_mse 1301.3954 (1313.1365) mask_bce 0.1717 (0.2456) mask_dice 0.8769 (0.8457) mem 21941MB +[2025-12-25 01:50:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][690/1573] eta 0:10:02 lr 0.000045 time 0.4185 (0.6827) loss 1240.6239 (1314.2074) grad_norm 228.2225 (267.7948) embed_mse 1239.5681 (1313.1156) mask_bce 0.1926 (0.2462) mask_dice 0.8633 (0.8456) mem 21941MB +[2025-12-25 01:50:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][700/1573] eta 0:09:57 lr 0.000045 time 0.4181 (0.6844) loss 1307.7239 (1314.3695) grad_norm 184.2716 (266.8347) embed_mse 1306.6587 (1313.2776) mask_bce 0.2008 (0.2463) mask_dice 0.8643 (0.8456) mem 21941MB +[2025-12-25 01:50:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][710/1573] eta 0:09:52 lr 0.000045 time 0.4168 (0.6861) loss 1298.4767 (1314.2422) grad_norm 298.5016 (267.1946) embed_mse 1297.3698 (1313.1502) mask_bce 0.2795 (0.2463) mask_dice 0.8275 (0.8456) mem 21941MB +[2025-12-25 01:50:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][720/1573] eta 0:09:46 lr 0.000045 time 0.4165 (0.6878) loss 1320.0234 (1314.3021) grad_norm 177.5791 (265.4463) embed_mse 1318.9355 (1313.2101) mask_bce 0.2151 (0.2462) mask_dice 0.8729 (0.8457) mem 21941MB +[2025-12-25 01:50:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][730/1573] eta 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01:51:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][830/1573] eta 0:08:27 lr 0.000044 time 0.4172 (0.6825) loss 1331.5027 (1314.5491) grad_norm 223.6946 (261.4365) embed_mse 1330.3912 (1313.4565) mask_bce 0.2522 (0.2468) mask_dice 0.8593 (0.8458) mem 21941MB +[2025-12-25 01:51:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][840/1573] eta 0:08:20 lr 0.000044 time 0.4229 (0.6829) loss 1308.6892 (1314.5517) grad_norm 310.3629 (262.1278) embed_mse 1307.5795 (1313.4592) mask_bce 0.2507 (0.2467) mask_dice 0.8590 (0.8458) mem 21941MB +[2025-12-25 01:51:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][850/1573] eta 0:08:14 lr 0.000044 time 0.4244 (0.6840) loss 1291.6366 (1314.5210) grad_norm 256.6571 (262.0762) embed_mse 1290.5695 (1313.4285) mask_bce 0.2216 (0.2467) mask_dice 0.8455 (0.8457) mem 21941MB +[2025-12-25 01:51:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][860/1573] eta 0:08:06 lr 0.000044 time 0.7049 (0.6818) loss 1326.7485 (1314.5585) grad_norm 394.7030 (263.3156) embed_mse 1325.6593 (1313.4660) mask_bce 0.2486 (0.2469) mask_dice 0.8407 (0.8456) mem 21941MB +[2025-12-25 01:52:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][870/1573] eta 0:07:58 lr 0.000044 time 0.4171 (0.6811) loss 1265.2183 (1314.5780) grad_norm 177.8741 (262.5245) embed_mse 1264.1425 (1313.4855) mask_bce 0.2483 (0.2468) mask_dice 0.8275 (0.8456) mem 21941MB +[2025-12-25 01:52:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][880/1573] eta 0:07:49 lr 0.000044 time 0.4161 (0.6781) loss 1282.6963 (1314.4974) grad_norm 150.8439 (260.8627) embed_mse 1281.5903 (1313.4050) mask_bce 0.2821 (0.2468) mask_dice 0.8238 (0.8456) mem 21941MB +[2025-12-25 01:52:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][890/1573] eta 0:07:41 lr 0.000044 time 0.4193 (0.6759) loss 1251.8451 (1314.4761) grad_norm 374.8131 (261.8893) embed_mse 1250.7668 (1313.3838) mask_bce 0.2243 (0.2467) mask_dice 0.8540 (0.8456) mem 21941MB +[2025-12-25 01:52:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][900/1573] eta 0:07:33 lr 0.000044 time 0.4157 (0.6736) loss 1303.7771 (1314.4706) grad_norm 496.4694 (263.9838) embed_mse 1302.5470 (1313.3781) mask_bce 0.3897 (0.2469) mask_dice 0.8405 (0.8455) mem 21941MB +[2025-12-25 01:52:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][910/1573] eta 0:07:24 lr 0.000044 time 0.4194 (0.6712) loss 1333.8058 (1314.6832) grad_norm 344.1079 (264.6928) embed_mse 1332.7334 (1313.5909) mask_bce 0.2402 (0.2467) mask_dice 0.8321 (0.8455) mem 21941MB +[2025-12-25 01:52:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][920/1573] eta 0:07:17 lr 0.000044 time 0.4181 (0.6693) loss 1275.6514 (1314.6724) grad_norm 187.6018 (264.5340) embed_mse 1274.5480 (1313.5802) mask_bce 0.2678 (0.2467) mask_dice 0.8355 (0.8455) mem 21941MB +[2025-12-25 01:52:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][930/1573] eta 0:07:10 lr 0.000044 time 0.4185 (0.6694) loss 1370.2708 (1314.8245) grad_norm 372.7565 (265.4670) embed_mse 1369.1780 (1313.7323) mask_bce 0.2686 (0.2466) mask_dice 0.8242 (0.8455) mem 21941MB +[2025-12-25 01:52:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][940/1573] eta 0:07:03 lr 0.000044 time 0.7569 (0.6692) loss 1371.8542 (1314.9025) grad_norm 313.3149 (265.8760) embed_mse 1370.7570 (1313.8104) mask_bce 0.2419 (0.2466) mask_dice 0.8554 (0.8456) mem 21941MB +[2025-12-25 01:52:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][950/1573] eta 0:06:57 lr 0.000044 time 0.4395 (0.6695) loss 1311.3364 (1314.9231) grad_norm 337.0229 (266.4789) embed_mse 1310.2350 (1313.8310) mask_bce 0.2475 (0.2464) mask_dice 0.8540 (0.8457) mem 21941MB +[2025-12-25 01:52:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][960/1573] eta 0:06:48 lr 0.000044 time 0.4199 (0.6669) loss 1319.7522 (1314.8191) grad_norm 181.9821 (265.5965) embed_mse 1318.6521 (1313.7271) mask_bce 0.2558 (0.2463) mask_dice 0.8443 (0.8457) mem 21941MB +[2025-12-25 01:52:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][970/1573] eta 0:06:42 lr 0.000044 time 0.4176 (0.6670) loss 1317.0548 (1314.5639) grad_norm 252.0039 (265.4842) embed_mse 1315.9283 (1313.4720) mask_bce 0.2496 (0.2462) mask_dice 0.8769 (0.8457) mem 21941MB +[2025-12-25 01:53:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][980/1573] eta 0:06:34 lr 0.000044 time 0.4173 (0.6649) loss 1292.2052 (1314.5237) grad_norm 305.7896 (265.8145) embed_mse 1291.1112 (1313.4318) mask_bce 0.2301 (0.2463) mask_dice 0.8639 (0.8456) mem 21941MB +[2025-12-25 01:53:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][990/1573] eta 0:06:28 lr 0.000044 time 0.4320 (0.6661) loss 1267.9718 (1314.6082) grad_norm 181.1338 (265.1261) embed_mse 1266.8779 (1313.5164) mask_bce 0.2489 (0.2461) mask_dice 0.8449 (0.8456) mem 21941MB +[2025-12-25 01:53:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1000/1573] eta 0:06:22 lr 0.000044 time 0.4369 (0.6668) loss 1373.5825 (1314.5036) grad_norm 240.5879 (264.4095) embed_mse 1372.4829 (1313.4118) mask_bce 0.2363 (0.2461) mask_dice 0.8633 (0.8457) mem 21941MB +[2025-12-25 01:53:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1010/1573] eta 0:06:16 lr 0.000044 time 0.4164 (0.6686) loss 1306.3557 (1314.5849) grad_norm 203.4407 (263.9256) embed_mse 1305.2916 (1313.4931) mask_bce 0.2113 (0.2461) mask_dice 0.8527 (0.8457) mem 21941MB +[2025-12-25 01:53:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1020/1573] eta 0:06:09 lr 0.000044 time 0.4291 (0.6679) loss 1324.3413 (1314.6227) grad_norm 435.4361 (265.2761) embed_mse 1323.2417 (1313.5310) mask_bce 0.2776 (0.2460) mask_dice 0.8220 (0.8457) mem 21941MB +[2025-12-25 01:53:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1030/1573] eta 0:06:02 lr 0.000044 time 0.4176 (0.6674) loss 1345.3833 (1314.6529) grad_norm 381.5330 (266.1843) embed_mse 1344.2927 (1313.5613) mask_bce 0.2468 (0.2459) mask_dice 0.8438 (0.8457) mem 21941MB +[2025-12-25 01:53:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1040/1573] eta 0:05:54 lr 0.000044 time 0.4154 (0.6651) loss 1285.1921 (1314.5960) grad_norm 277.6299 (267.9004) embed_mse 1284.0814 (1313.5045) mask_bce 0.2681 (0.2459) mask_dice 0.8427 (0.8456) mem 21941MB +[2025-12-25 01:53:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1050/1573] eta 0:05:46 lr 0.000044 time 0.4216 (0.6629) loss 1333.0944 (1314.3537) grad_norm 170.5266 (267.1570) embed_mse 1332.0238 (1313.2622) mask_bce 0.2243 (0.2458) mask_dice 0.8462 (0.8457) mem 21941MB +[2025-12-25 01:53:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1060/1573] eta 0:05:39 lr 0.000044 time 0.4194 (0.6611) loss 1355.1008 (1314.4893) grad_norm 297.5515 (267.3873) embed_mse 1353.9915 (1313.3977) mask_bce 0.2772 (0.2459) mask_dice 0.8323 (0.8456) mem 21941MB +[2025-12-25 01:53:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1070/1573] eta 0:05:32 lr 0.000044 time 0.4202 (0.6600) loss 1274.3544 (1314.5143) grad_norm 193.1897 (266.8295) embed_mse 1273.2633 (1313.4228) mask_bce 0.2366 (0.2458) mask_dice 0.8544 (0.8457) mem 21941MB +[2025-12-25 01:54:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1080/1573] eta 0:05:25 lr 0.000044 time 0.4174 (0.6610) loss 1320.4207 (1314.4534) grad_norm 191.9348 (266.5716) embed_mse 1319.3280 (1313.3619) mask_bce 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01:54:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1120/1573] eta 0:04:58 lr 0.000044 time 0.4586 (0.6597) loss 1314.9397 (1314.2715) grad_norm 210.6647 (266.7859) embed_mse 1313.8265 (1313.1802) mask_bce 0.2916 (0.2457) mask_dice 0.8215 (0.8455) mem 21941MB +[2025-12-25 01:54:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1130/1573] eta 0:04:52 lr 0.000044 time 0.4171 (0.6598) loss 1328.9460 (1314.2292) grad_norm 337.7888 (267.2895) embed_mse 1327.8678 (1313.1379) mask_bce 0.2360 (0.2458) mask_dice 0.8422 (0.8455) mem 21941MB +[2025-12-25 01:54:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1140/1573] eta 0:04:45 lr 0.000044 time 0.4151 (0.6600) loss 1353.7126 (1314.2876) grad_norm 213.5067 (266.9107) embed_mse 1352.6398 (1313.1964) mask_bce 0.2283 (0.2457) mask_dice 0.8447 (0.8455) mem 21941MB +[2025-12-25 01:54:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1150/1573] eta 0:04:38 lr 0.000044 time 0.4428 (0.6580) loss 1358.4170 (1314.2380) grad_norm 183.9729 (266.3307) embed_mse 1357.3667 (1313.1469) mask_bce 0.2020 (0.2457) mask_dice 0.8482 (0.8455) mem 21941MB +[2025-12-25 01:54:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1160/1573] eta 0:04:31 lr 0.000044 time 0.6350 (0.6570) loss 1240.7687 (1314.1112) grad_norm 576.1262 (269.4672) embed_mse 1239.6936 (1313.0199) mask_bce 0.2311 (0.2457) mask_dice 0.8439 (0.8456) mem 21941MB +[2025-12-25 01:55:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1170/1573] eta 0:04:25 lr 0.000044 time 0.4355 (0.6594) loss 1308.1676 (1314.0796) grad_norm 332.3568 (269.8979) embed_mse 1307.1057 (1312.9884) mask_bce 0.2126 (0.2456) mask_dice 0.8494 (0.8456) mem 21941MB +[2025-12-25 01:55:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1180/1573] eta 0:04:18 lr 0.000044 time 0.4185 (0.6584) loss 1312.5571 (1314.0240) grad_norm 361.4629 (270.5208) embed_mse 1311.4933 (1312.9328) mask_bce 0.2322 (0.2456) mask_dice 0.8317 (0.8456) mem 21941MB +[2025-12-25 01:55:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1190/1573] eta 0:04:11 lr 0.000044 time 0.4408 (0.6570) loss 1309.0488 (1314.0544) grad_norm 239.3922 (270.3105) embed_mse 1307.9312 (1312.9631) mask_bce 0.2861 (0.2457) mask_dice 0.8316 (0.8455) mem 21941MB +[2025-12-25 01:55:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1200/1573] eta 0:04:04 lr 0.000044 time 0.4281 (0.6551) loss 1349.1630 (1314.2150) grad_norm 233.3512 (269.4752) embed_mse 1348.0802 (1313.1237) mask_bce 0.2286 (0.2457) mask_dice 0.8541 (0.8456) mem 21941MB +[2025-12-25 01:55:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1210/1573] eta 0:03:57 lr 0.000044 time 0.4198 (0.6545) loss 1278.7565 (1314.0656) grad_norm 475.5337 (270.8398) embed_mse 1277.6849 (1312.9743) mask_bce 0.2004 (0.2457) mask_dice 0.8711 (0.8456) mem 21941MB +[2025-12-25 01:55:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1220/1573] eta 0:03:50 lr 0.000044 time 0.4163 (0.6530) loss 1275.4662 (1314.0667) grad_norm 518.6471 (272.4702) embed_mse 1274.3446 (1312.9753) mask_bce 0.2870 (0.2458) mask_dice 0.8346 (0.8456) mem 21941MB +[2025-12-25 01:55:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1230/1573] eta 0:03:44 lr 0.000044 time 0.4182 (0.6550) loss 1332.9340 (1314.1600) grad_norm 480.3841 (273.8291) embed_mse 1331.8323 (1313.0686) mask_bce 0.2513 (0.2458) mask_dice 0.8503 (0.8456) mem 21941MB +[2025-12-25 01:55:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1240/1573] eta 0:03:38 lr 0.000044 time 0.4240 (0.6554) loss 1273.5431 (1314.2616) grad_norm 159.0139 (273.0027) embed_mse 1272.4908 (1313.1703) mask_bce 0.1983 (0.2458) mask_dice 0.8540 (0.8455) mem 21941MB +[2025-12-25 01:55:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1250/1573] eta 0:03:32 lr 0.000044 time 0.4189 (0.6569) loss 1325.1118 (1314.2449) grad_norm 243.5538 (272.8140) embed_mse 1324.0363 (1313.1536) mask_bce 0.2399 (0.2458) mask_dice 0.8357 (0.8455) mem 21941MB +[2025-12-25 01:55:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1260/1573] eta 0:03:25 lr 0.000044 time 4.2686 (0.6581) loss 1275.8893 (1314.2377) grad_norm 376.5369 (273.4746) embed_mse 1274.7975 (1313.1464) mask_bce 0.2552 (0.2458) mask_dice 0.8367 (0.8455) mem 21941MB +[2025-12-25 01:56:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1270/1573] eta 0:03:19 lr 0.000044 time 0.4180 (0.6569) loss 1329.8335 (1314.0894) grad_norm 186.9776 (272.9272) embed_mse 1328.7953 (1312.9982) mask_bce 0.1792 (0.2457) mask_dice 0.8590 (0.8455) mem 21941MB +[2025-12-25 01:56:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1280/1573] eta 0:03:13 lr 0.000044 time 0.4133 (0.6606) loss 1320.2939 (1313.9622) grad_norm 240.1044 (273.0704) embed_mse 1319.1849 (1312.8709) mask_bce 0.2889 (0.2457) mask_dice 0.8202 (0.8455) mem 21941MB +[2025-12-25 01:56:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1290/1573] eta 0:03:06 lr 0.000044 time 0.4200 (0.6589) loss 1323.2291 (1313.8316) grad_norm 174.3398 (272.4572) embed_mse 1322.1392 (1312.7406) mask_bce 0.2720 (0.2455) mask_dice 0.8179 (0.8455) mem 21941MB +[2025-12-25 01:56:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1300/1573] eta 0:02:59 lr 0.000044 time 1.3250 (0.6580) loss 1347.5869 (1313.9221) grad_norm 267.5354 (272.4268) embed_mse 1346.5040 (1312.8311) mask_bce 0.2260 (0.2455) mask_dice 0.8568 (0.8455) mem 21941MB +[2025-12-25 01:56:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1310/1573] eta 0:02:53 lr 0.000044 time 4.3453 (0.6613) loss 1357.5277 (1314.0511) grad_norm 292.3390 (272.5490) embed_mse 1356.4471 (1312.9601) mask_bce 0.2556 (0.2455) mask_dice 0.8250 (0.8455) mem 21941MB +[2025-12-25 01:56:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1320/1573] eta 0:02:47 lr 0.000044 time 0.4197 (0.6636) loss 1325.7714 (1314.0883) grad_norm 225.8368 (272.1293) embed_mse 1324.6909 (1312.9973) mask_bce 0.2227 (0.2455) mask_dice 0.8577 (0.8455) mem 21941MB +[2025-12-25 01:56:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1330/1573] eta 0:02:40 lr 0.000044 time 0.4216 (0.6619) loss 1323.1758 (1313.9979) grad_norm 196.9339 (271.6763) embed_mse 1322.0958 (1312.9070) mask_bce 0.2409 (0.2455) mask_dice 0.8390 (0.8455) mem 21941MB +[2025-12-25 01:56:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1340/1573] eta 0:02:34 lr 0.000044 time 0.4189 (0.6624) loss 1315.6533 (1314.1909) grad_norm 265.7808 (271.6411) embed_mse 1314.5486 (1313.0998) mask_bce 0.2691 (0.2456) mask_dice 0.8357 (0.8455) mem 21941MB +[2025-12-25 01:57:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1350/1573] eta 0:02:27 lr 0.000044 time 0.4169 (0.6606) loss 1353.4305 (1314.1364) grad_norm 368.3551 (272.2167) embed_mse 1352.3567 (1313.0454) mask_bce 0.2346 (0.2455) mask_dice 0.8393 (0.8455) mem 21941MB +[2025-12-25 01:57:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1360/1573] eta 0:02:21 lr 0.000044 time 0.4177 (0.6620) loss 1265.9622 (1314.1271) grad_norm 278.1152 (272.4216) embed_mse 1264.8701 (1313.0361) mask_bce 0.2468 (0.2455) mask_dice 0.8452 (0.8455) mem 21941MB +[2025-12-25 01:57:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1370/1573] eta 0:02:14 lr 0.000044 time 0.4161 (0.6612) loss 1323.4098 (1314.0561) grad_norm 236.1756 (272.2097) embed_mse 1322.3158 (1312.9651) mask_bce 0.2718 (0.2454) mask_dice 0.8223 (0.8455) mem 21941MB +[2025-12-25 01:57:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1380/1573] eta 0:02:07 lr 0.000044 time 0.4241 (0.6618) loss 1323.8135 (1314.0433) grad_norm 347.0745 (272.6449) embed_mse 1322.7131 (1312.9523) mask_bce 0.2636 (0.2455) mask_dice 0.8367 (0.8455) mem 21941MB +[2025-12-25 01:57:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1390/1573] eta 0:02:01 lr 0.000044 time 4.5721 (0.6630) loss 1341.9045 (1314.1012) grad_norm 387.4012 (273.3083) embed_mse 1340.8168 (1313.0103) mask_bce 0.2274 (0.2454) mask_dice 0.8603 (0.8455) mem 21941MB +[2025-12-25 01:57:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1400/1573] eta 0:01:54 lr 0.000044 time 0.4241 (0.6613) loss 1247.0815 (1314.0174) grad_norm 241.6144 (272.8634) embed_mse 1246.0225 (1312.9265) mask_bce 0.2321 (0.2454) mask_dice 0.8269 (0.8455) mem 21941MB +[2025-12-25 01:57:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1410/1573] eta 0:01:47 lr 0.000044 time 0.4160 (0.6612) loss 1322.9657 (1314.0968) grad_norm 366.6542 (273.3963) embed_mse 1321.8789 (1313.0060) mask_bce 0.2372 (0.2454) mask_dice 0.8496 (0.8455) mem 21941MB +[2025-12-25 01:57:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1420/1573] eta 0:01:41 lr 0.000044 time 2.8887 (0.6619) loss 1332.6864 (1313.9765) grad_norm 394.2601 (274.0792) embed_mse 1331.6289 (1312.8856) mask_bce 0.2177 (0.2453) mask_dice 0.8398 (0.8455) mem 21941MB +[2025-12-25 01:57:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1430/1573] eta 0:01:34 lr 0.000044 time 0.4230 (0.6622) loss 1362.5516 (1313.9901) grad_norm 282.8069 (274.1282) embed_mse 1361.4294 (1312.8992) mask_bce 0.2752 (0.2454) mask_dice 0.8470 (0.8455) mem 21941MB +[2025-12-25 01:58:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1440/1573] eta 0:01:28 lr 0.000044 time 0.4193 (0.6617) loss 1262.4823 (1314.0550) grad_norm 158.9338 (273.8253) embed_mse 1261.3824 (1312.9640) mask_bce 0.2784 (0.2455) mask_dice 0.8216 (0.8455) mem 21941MB +[2025-12-25 01:58:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1450/1573] eta 0:01:21 lr 0.000044 time 0.4152 (0.6663) loss 1300.5884 (1313.9615) grad_norm 349.3397 (274.2425) embed_mse 1299.5056 (1312.8705) mask_bce 0.2582 (0.2455) mask_dice 0.8246 (0.8454) mem 21941MB +[2025-12-25 01:58:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1460/1573] eta 0:01:15 lr 0.000044 time 0.4194 (0.6659) loss 1239.9159 (1313.8579) grad_norm 290.9167 (274.3341) embed_mse 1238.8657 (1312.7670) mask_bce 0.1998 (0.2455) mask_dice 0.8504 (0.8454) mem 21941MB +[2025-12-25 01:58:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1470/1573] eta 0:01:08 lr 0.000044 time 0.4174 (0.6685) loss 1412.5120 (1313.9242) grad_norm 307.0240 (274.5127) embed_mse 1411.4277 (1312.8332) mask_bce 0.2082 (0.2455) mask_dice 0.8761 (0.8455) mem 21941MB +[2025-12-25 01:58:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1480/1573] eta 0:01:02 lr 0.000044 time 0.4227 (0.6668) loss 1361.6025 (1313.9316) grad_norm 225.3365 (274.7796) embed_mse 1360.5144 (1312.8402) mask_bce 0.2470 (0.2459) mask_dice 0.8412 (0.8455) mem 21941MB +[2025-12-25 01:58:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1490/1573] eta 0:00:55 lr 0.000044 time 0.4179 (0.6675) loss 1285.5341 (1313.8856) grad_norm 235.4686 (274.5683) embed_mse 1284.4543 (1312.7942) mask_bce 0.2411 (0.2459) mask_dice 0.8386 (0.8455) mem 21941MB +[2025-12-25 01:58:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1500/1573] eta 0:00:48 lr 0.000044 time 0.4156 (0.6682) loss 1329.2769 (1313.9059) grad_norm 202.8527 (274.1848) embed_mse 1328.1731 (1312.8145) mask_bce 0.2361 (0.2459) mask_dice 0.8676 (0.8455) mem 21941MB +[2025-12-25 01:59:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1510/1573] eta 0:00:42 lr 0.000044 time 0.4240 (0.6699) loss 1301.3214 (1313.9074) grad_norm 197.0214 (273.7743) embed_mse 1300.2335 (1312.8162) mask_bce 0.2386 (0.2457) mask_dice 0.8492 (0.8455) mem 21941MB +[2025-12-25 01:59:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1520/1573] eta 0:00:35 lr 0.000044 time 4.9622 (0.6724) loss 1294.6326 (1313.8064) grad_norm 208.1837 (273.2015) embed_mse 1293.5665 (1312.7152) mask_bce 0.2140 (0.2457) mask_dice 0.8520 (0.8455) mem 21941MB +[2025-12-25 01:59:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1530/1573] eta 0:00:28 lr 0.000044 time 0.4179 (0.6713) loss 1259.4559 (1313.8042) grad_norm 286.1833 (273.2695) embed_mse 1258.3710 (1312.7130) mask_bce 0.2427 (0.2456) mask_dice 0.8422 (0.8455) mem 21941MB +[2025-12-25 01:59:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1540/1573] eta 0:00:22 lr 0.000044 time 0.4309 (0.6725) loss 1309.4373 (1313.7556) grad_norm 178.4504 (272.7756) embed_mse 1308.3802 (1312.6644) mask_bce 0.2078 (0.2457) mask_dice 0.8493 (0.8455) mem 21941MB +[2025-12-25 01:59:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1550/1573] eta 0:00:15 lr 0.000044 time 0.4282 (0.6712) loss 1305.6111 (1313.6925) grad_norm 246.4176 (272.6390) embed_mse 1304.5245 (1312.6013) mask_bce 0.2598 (0.2457) mask_dice 0.8268 (0.8455) mem 21941MB +[2025-12-25 01:59:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1560/1573] eta 0:00:08 lr 0.000044 time 0.4383 (0.6697) loss 1345.9711 (1313.8631) grad_norm 292.4771 (272.3336) embed_mse 1344.8390 (1312.7718) mask_bce 0.2904 (0.2458) mask_dice 0.8417 (0.8455) mem 21941MB +[2025-12-25 01:59:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [6/30][1570/1573] eta 0:00:02 lr 0.000044 time 0.4165 (0.6712) loss 1294.2938 (1313.8750) grad_norm 565.6245 (273.8299) embed_mse 1293.1580 (1312.7838) mask_bce 0.3227 (0.2457) mask_dice 0.8133 (0.8455) mem 21941MB +[2025-12-25 01:59:45 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 6 training takes 0:17:36 +[2025-12-25 01:59:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][0/1573] eta 5:01:13 lr 0.000044 time 11.4899 (11.4899) loss 1292.9962 (1292.9962) grad_norm 0.0000 (0.0000) embed_mse 1291.9314 (1291.9314) mask_bce 0.1967 (0.1967) mask_dice 0.8681 (0.8681) mem 21941MB +[2025-12-25 02:00:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][10/1573] eta 0:37:21 lr 0.000044 time 0.4250 (1.4341) loss 1324.2108 (1316.9250) grad_norm 448.6896 (448.6896) embed_mse 1323.1146 (1315.8424) mask_bce 0.2524 (0.2392) mask_dice 0.8439 (0.8434) mem 21941MB +[2025-12-25 02:00:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][20/1573] eta 0:27:47 lr 0.000044 time 0.4246 (1.0735) loss 1333.0217 (1317.8542) grad_norm 269.0154 (358.8525) embed_mse 1331.8500 (1316.7671) mask_bce 0.3113 (0.2408) mask_dice 0.8604 (0.8463) mem 21941MB +[2025-12-25 02:00:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][30/1573] eta 0:23:58 lr 0.000044 time 0.4214 (0.9322) loss 1312.1884 (1318.9472) grad_norm 307.0626 (341.5892) embed_mse 1311.1003 (1317.8573) mask_bce 0.2523 (0.2441) mask_dice 0.8357 (0.8458) mem 21941MB +[2025-12-25 02:00:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][40/1573] eta 0:22:21 lr 0.000044 time 0.4210 (0.8753) loss 1329.9167 (1322.4959) grad_norm 276.9734 (307.3531) embed_mse 1328.8129 (1321.4082) mask_bce 0.2441 (0.2411) mask_dice 0.8598 (0.8466) mem 21941MB +[2025-12-25 02:00:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][50/1573] eta 0:19:58 lr 0.000044 time 0.4224 (0.7872) loss 1304.2567 (1319.2701) grad_norm 356.6223 (315.5647) embed_mse 1303.1808 (1318.1818) mask_bce 0.2518 (0.2424) mask_dice 0.8241 (0.8458) mem 21941MB +[2025-12-25 02:00:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][60/1573] eta 0:18:21 lr 0.000044 time 0.4221 (0.7278) loss 1332.7025 (1319.0675) grad_norm 232.6706 (303.7227) embed_mse 1331.6129 (1317.9786) mask_bce 0.2250 (0.2432) mask_dice 0.8645 (0.8457) mem 21941MB +[2025-12-25 02:00:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][70/1573] eta 0:17:11 lr 0.000044 time 0.4203 (0.6862) loss 1391.0582 (1320.7820) grad_norm 344.3337 (308.7990) embed_mse 1390.0006 (1319.6928) mask_bce 0.1924 (0.2436) mask_dice 0.8652 (0.8456) mem 21941MB +[2025-12-25 02:00:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][80/1573] eta 0:16:17 lr 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(0.2461) mask_dice 0.8055 (0.8435) mem 21941MB +[2025-12-25 02:01:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][150/1573] eta 0:15:05 lr 0.000044 time 0.4204 (0.6365) loss 1245.3771 (1318.0293) grad_norm 467.0193 (333.4460) embed_mse 1244.2941 (1316.9402) mask_bce 0.2388 (0.2452) mask_dice 0.8443 (0.8439) mem 21941MB +[2025-12-25 02:01:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][160/1573] eta 0:14:45 lr 0.000043 time 0.4166 (0.6266) loss 1381.6456 (1318.1995) grad_norm 307.2167 (328.9509) embed_mse 1380.5598 (1317.1104) mask_bce 0.2223 (0.2451) mask_dice 0.8635 (0.8440) mem 21941MB +[2025-12-25 02:01:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][170/1573] eta 0:15:08 lr 0.000043 time 3.8112 (0.6473) loss 1264.5143 (1317.7695) grad_norm 223.5532 (323.9320) embed_mse 1263.4346 (1316.6806) mask_bce 0.2232 (0.2449) mask_dice 0.8565 (0.8439) mem 21941MB +[2025-12-25 02:01:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][180/1573] eta 0:14:44 lr 0.000043 time 0.4229 (0.6348) loss 1291.4214 (1316.9402) grad_norm 232.2348 (319.7639) embed_mse 1290.3485 (1315.8509) mask_bce 0.2330 (0.2448) mask_dice 0.8399 (0.8445) mem 21941MB +[2025-12-25 02:01:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][190/1573] eta 0:14:22 lr 0.000043 time 0.4150 (0.6236) loss 1270.9246 (1317.1171) grad_norm 231.5215 (315.9273) embed_mse 1269.7886 (1316.0272) mask_bce 0.3025 (0.2455) mask_dice 0.8335 (0.8444) mem 21941MB +[2025-12-25 02:01:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][200/1573] eta 0:14:02 lr 0.000043 time 0.4173 (0.6136) loss 1278.9061 (1316.9277) grad_norm 395.5959 (319.0885) embed_mse 1277.8567 (1315.8376) mask_bce 0.2187 (0.2459) mask_dice 0.8307 (0.8442) mem 21941MB +[2025-12-25 02:01:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: 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(1312.5454) mask_bce 0.2713 (0.2460) mask_dice 0.8322 (0.8442) mem 21941MB +[2025-12-25 02:02:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][280/1573] eta 0:13:14 lr 0.000043 time 0.4259 (0.6144) loss 1319.3746 (1313.8329) grad_norm 221.3479 (305.1223) embed_mse 1318.3120 (1312.7432) mask_bce 0.2057 (0.2455) mask_dice 0.8570 (0.8442) mem 21941MB +[2025-12-25 02:02:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][290/1573] eta 0:13:05 lr 0.000043 time 0.4218 (0.6120) loss 1268.1661 (1313.4247) grad_norm 241.9072 (303.3664) embed_mse 1267.0363 (1312.3348) mask_bce 0.3009 (0.2457) mask_dice 0.8290 (0.8442) mem 21941MB +[2025-12-25 02:02:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][300/1573] eta 0:12:57 lr 0.000043 time 0.4441 (0.6105) loss 1380.2941 (1313.0901) grad_norm 286.7793 (302.9181) embed_mse 1379.2256 (1312.0003) mask_bce 0.1846 (0.2454) mask_dice 0.8839 (0.8444) mem 21941MB +[2025-12-25 02:02:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][310/1573] eta 0:12:53 lr 0.000043 time 0.4181 (0.6127) loss 1406.3074 (1313.0081) grad_norm 326.1693 (303.5299) embed_mse 1405.2003 (1311.9179) mask_bce 0.2778 (0.2460) mask_dice 0.8292 (0.8442) mem 21941MB +[2025-12-25 02:03:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][320/1573] eta 0:12:41 lr 0.000043 time 0.4171 (0.6077) loss 1348.9891 (1312.7054) grad_norm 181.6903 (297.9639) embed_mse 1347.8511 (1311.6149) mask_bce 0.3166 (0.2464) mask_dice 0.8214 (0.8441) mem 21941MB +[2025-12-25 02:03:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][330/1573] eta 0:12:30 lr 0.000043 time 0.4228 (0.6037) loss 1264.0123 (1312.5014) grad_norm 247.1133 (296.7236) embed_mse 1262.8969 (1311.4108) mask_bce 0.2403 (0.2465) mask_dice 0.8751 (0.8440) mem 21941MB +[2025-12-25 02:03:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][340/1573] eta 0:12:23 lr 0.000043 time 0.8118 (0.6033) loss 1296.9996 (1311.8379) grad_norm 231.7180 (295.1759) embed_mse 1295.9060 (1310.7468) mask_bce 0.2528 (0.2471) mask_dice 0.8408 (0.8440) mem 21941MB +[2025-12-25 02:03:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][350/1573] eta 0:12:11 lr 0.000043 time 0.4189 (0.5981) loss 1329.1798 (1311.5240) grad_norm 300.0867 (295.2901) embed_mse 1328.1211 (1310.4332) mask_bce 0.1853 (0.2468) mask_dice 0.8735 (0.8440) mem 21941MB +[2025-12-25 02:03:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][360/1573] eta 0:11:59 lr 0.000043 time 0.4174 (0.5933) loss 1335.8060 (1311.8359) grad_norm 188.6201 (296.7047) embed_mse 1334.7218 (1310.7454) mask_bce 0.2470 (0.2463) mask_dice 0.8372 (0.8442) mem 21941MB +[2025-12-25 02:03:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][370/1573] eta 0:11:50 lr 0.000043 time 0.4592 (0.5907) loss 1283.1865 (1311.6863) grad_norm 262.3804 (295.9585) embed_mse 1282.1183 (1310.5961) mask_bce 0.2362 (0.2461) mask_dice 0.8320 (0.8441) mem 21941MB +[2025-12-25 02:03:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][380/1573] eta 0:11:46 lr 0.000043 time 0.4245 (0.5922) loss 1280.5187 (1312.0488) grad_norm 360.3617 (297.3288) embed_mse 1279.4065 (1310.9585) mask_bce 0.2628 (0.2464) mask_dice 0.8494 (0.8439) mem 21941MB +[2025-12-25 02:03:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][390/1573] eta 0:11:43 lr 0.000043 time 0.4194 (0.5949) loss 1340.4254 (1312.1743) grad_norm 366.4103 (298.7680) embed_mse 1339.3451 (1311.0842) mask_bce 0.2146 (0.2462) mask_dice 0.8657 (0.8440) mem 21941MB +[2025-12-25 02:03:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][400/1573] eta 0:11:32 lr 0.000043 time 0.4285 (0.5907) loss 1298.7051 (1312.1194) grad_norm 263.1420 (300.0056) embed_mse 1297.6190 (1311.0293) mask_bce 0.2514 (0.2462) mask_dice 0.8347 (0.8439) mem 21941MB +[2025-12-25 02:03:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][410/1573] eta 0:11:22 lr 0.000043 time 0.4240 (0.5871) loss 1302.7467 (1311.8260) grad_norm 173.1677 (297.5186) embed_mse 1301.6437 (1310.7358) mask_bce 0.2496 (0.2462) mask_dice 0.8536 (0.8440) mem 21941MB +[2025-12-25 02:03:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][420/1573] eta 0:11:14 lr 0.000043 time 0.4221 (0.5851) loss 1409.6133 (1312.1510) grad_norm 221.4345 (296.0554) embed_mse 1408.4703 (1311.0603) mask_bce 0.2875 (0.2467) mask_dice 0.8555 (0.8440) mem 21941MB +[2025-12-25 02:03:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][430/1573] eta 0:11:10 lr 0.000043 time 0.4213 (0.5864) loss 1269.8672 (1312.2150) grad_norm 368.7879 (297.4277) embed_mse 1268.7620 (1311.1242) mask_bce 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INFO Train: [7/30][500/1573] eta 0:10:36 lr 0.000043 time 0.9816 (0.5930) loss 1292.0869 (1312.3765) grad_norm 186.6158 (293.8961) embed_mse 1291.0037 (1311.2865) mask_bce 0.2312 (0.2460) mask_dice 0.8520 (0.8440) mem 21941MB +[2025-12-25 02:04:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][510/1573] eta 0:10:36 lr 0.000043 time 0.4258 (0.5986) loss 1285.7880 (1312.5339) grad_norm 149.2329 (291.5999) embed_mse 1284.7070 (1311.4434) mask_bce 0.2413 (0.2464) mask_dice 0.8397 (0.8442) mem 21941MB +[2025-12-25 02:05:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][520/1573] eta 0:10:38 lr 0.000043 time 0.4271 (0.6068) loss 1307.7920 (1312.7842) grad_norm 486.4262 (294.7287) embed_mse 1306.7439 (1311.6938) mask_bce 0.1925 (0.2462) mask_dice 0.8556 (0.8442) mem 21941MB +[2025-12-25 02:05:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][530/1573] eta 0:10:34 lr 0.000043 time 0.4323 (0.6079) loss 1333.4408 (1312.8283) grad_norm 394.5458 (296.2410) embed_mse 1332.3641 (1311.7378) mask_bce 0.2399 (0.2460) mask_dice 0.8368 (0.8444) mem 21941MB +[2025-12-25 02:05:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][540/1573] eta 0:10:24 lr 0.000043 time 0.4315 (0.6046) loss 1374.4738 (1312.8587) grad_norm 193.7664 (294.7115) embed_mse 1373.2947 (1311.7682) mask_bce 0.3082 (0.2460) mask_dice 0.8709 (0.8445) mem 21941MB +[2025-12-25 02:05:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][550/1573] eta 0:10:15 lr 0.000043 time 0.4309 (0.6014) loss 1356.4237 (1312.7846) grad_norm 340.2944 (295.3819) embed_mse 1355.3336 (1311.6942) mask_bce 0.2441 (0.2458) mask_dice 0.8460 (0.8445) mem 21941MB +[2025-12-25 02:05:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][560/1573] eta 0:10:18 lr 0.000043 time 0.4176 (0.6106) loss 1348.4432 (1312.8695) grad_norm 234.2369 (292.3526) embed_mse 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mem 21941MB +[2025-12-25 02:05:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][600/1573] eta 0:09:54 lr 0.000043 time 0.4169 (0.6109) loss 1300.3683 (1312.9907) grad_norm 194.7668 (286.1897) embed_mse 1299.3027 (1311.9005) mask_bce 0.2007 (0.2456) mask_dice 0.8649 (0.8447) mem 21941MB +[2025-12-25 02:06:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][610/1573] eta 0:09:52 lr 0.000043 time 0.4225 (0.6153) loss 1285.1754 (1312.9985) grad_norm 204.2652 (285.1118) embed_mse 1283.9061 (1311.9078) mask_bce 0.4002 (0.2460) mask_dice 0.8692 (0.8447) mem 21941MB +[2025-12-25 02:06:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][620/1573] eta 0:09:48 lr 0.000043 time 0.4198 (0.6175) loss 1336.5486 (1312.8854) grad_norm 164.7369 (283.5485) embed_mse 1335.4633 (1311.7947) mask_bce 0.2387 (0.2461) mask_dice 0.8467 (0.8446) mem 21941MB +[2025-12-25 02:06:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][630/1573] eta 0:09:39 lr 0.000043 time 0.4160 (0.6144) loss 1283.1263 (1312.8182) grad_norm 309.9124 (283.8864) embed_mse 1282.0631 (1311.7275) mask_bce 0.2337 (0.2459) mask_dice 0.8296 (0.8448) mem 21941MB +[2025-12-25 02:06:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][640/1573] eta 0:09:31 lr 0.000043 time 1.1401 (0.6125) loss 1271.8613 (1312.8839) grad_norm 267.4608 (282.5532) embed_mse 1270.8256 (1311.7931) mask_bce 0.1992 (0.2459) mask_dice 0.8366 (0.8449) mem 21941MB +[2025-12-25 02:06:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][650/1573] eta 0:09:26 lr 0.000043 time 0.5573 (0.6134) loss 1362.0104 (1313.2863) grad_norm 199.8962 (281.5327) embed_mse 1360.9199 (1312.1954) mask_bce 0.2332 (0.2461) mask_dice 0.8573 (0.8448) mem 21941MB +[2025-12-25 02:06:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][660/1573] eta 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grad_norm 263.4004 (279.1710) embed_mse 1304.9479 (1312.3320) mask_bce 0.2420 (0.2462) mask_dice 0.8445 (0.8446) mem 21941MB +[2025-12-25 02:06:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][700/1573] eta 0:08:57 lr 0.000043 time 0.4203 (0.6158) loss 1349.5435 (1313.4317) grad_norm 323.8169 (279.6841) embed_mse 1348.4655 (1312.3408) mask_bce 0.2582 (0.2463) mask_dice 0.8199 (0.8446) mem 21941MB +[2025-12-25 02:07:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][710/1573] eta 0:08:49 lr 0.000043 time 0.4186 (0.6131) loss 1305.4550 (1313.4338) grad_norm 167.1922 (278.4058) embed_mse 1304.3884 (1312.3429) mask_bce 0.2173 (0.2463) mask_dice 0.8492 (0.8445) mem 21941MB +[2025-12-25 02:07:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][720/1573] eta 0:08:48 lr 0.000043 time 1.2779 (0.6191) loss 1273.9048 (1313.5598) grad_norm 358.6280 (279.5882) embed_mse 1272.8268 (1312.4691) mask_bce 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02:07:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][760/1573] eta 0:08:28 lr 0.000043 time 0.4193 (0.6250) loss 1328.4111 (1313.7598) grad_norm 235.4940 (276.7523) embed_mse 1327.3469 (1312.6694) mask_bce 0.2283 (0.2457) mask_dice 0.8359 (0.8446) mem 21941MB +[2025-12-25 02:07:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][770/1573] eta 0:08:23 lr 0.000043 time 0.4170 (0.6269) loss 1238.0930 (1314.0397) grad_norm 227.9154 (276.2436) embed_mse 1237.0109 (1312.9492) mask_bce 0.2545 (0.2458) mask_dice 0.8276 (0.8447) mem 21941MB +[2025-12-25 02:07:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][780/1573] eta 0:08:15 lr 0.000043 time 0.4182 (0.6252) loss 1298.8812 (1314.1728) grad_norm 230.4312 (275.7712) embed_mse 1297.7936 (1313.0825) mask_bce 0.2404 (0.2458) mask_dice 0.8473 (0.8446) mem 21941MB +[2025-12-25 02:08:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][790/1573] eta 0:08:09 lr 0.000043 time 0.4160 (0.6249) loss 1348.6949 (1314.2081) grad_norm 214.3446 (275.1444) embed_mse 1347.6270 (1313.1176) mask_bce 0.2101 (0.2459) mask_dice 0.8579 (0.8446) mem 21941MB +[2025-12-25 02:08:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][800/1573] eta 0:08:01 lr 0.000043 time 0.4171 (0.6232) loss 1298.6403 (1314.1119) grad_norm 283.7151 (274.6638) embed_mse 1297.5544 (1313.0212) mask_bce 0.2589 (0.2462) mask_dice 0.8270 (0.8445) mem 21941MB +[2025-12-25 02:08:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][810/1573] eta 0:07:53 lr 0.000043 time 0.4170 (0.6208) loss 1255.9565 (1314.2960) grad_norm 197.5960 (273.9008) embed_mse 1254.8593 (1313.2053) mask_bce 0.2647 (0.2462) mask_dice 0.8326 (0.8445) mem 21941MB +[2025-12-25 02:08:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][820/1573] eta 0:07:51 lr 0.000043 time 0.5313 (0.6260) loss 1266.9751 (1314.1926) grad_norm 203.7989 (273.2136) embed_mse 1265.9027 (1313.1017) mask_bce 0.2252 (0.2465) mask_dice 0.8471 (0.8445) mem 21941MB +[2025-12-25 02:08:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][830/1573] eta 0:07:45 lr 0.000043 time 0.4173 (0.6264) loss 1319.3096 (1314.1317) grad_norm 217.3717 (272.6714) embed_mse 1318.2177 (1313.0408) mask_bce 0.2085 (0.2464) mask_dice 0.8834 (0.8445) mem 21941MB +[2025-12-25 02:08:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][840/1573] eta 0:07:37 lr 0.000043 time 0.4123 (0.6239) loss 1311.5638 (1314.0740) grad_norm 405.3482 (274.0855) embed_mse 1310.4924 (1312.9832) mask_bce 0.2247 (0.2463) mask_dice 0.8468 (0.8446) mem 21941MB +[2025-12-25 02:08:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][850/1573] eta 0:07:34 lr 0.000043 time 1.3170 (0.6283) loss 1305.4526 (1314.3411) grad_norm 272.2593 (274.0683) embed_mse 1304.3555 (1313.2502) mask_bce 0.2592 (0.2463) mask_dice 0.8379 (0.8445) mem 21941MB +[2025-12-25 02:08:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][860/1573] eta 0:07:29 lr 0.000043 time 0.4172 (0.6308) loss 1293.4730 (1314.4781) grad_norm 294.3229 (274.2575) embed_mse 1292.4296 (1313.3873) mask_bce 0.1394 (0.2462) mask_dice 0.9040 (0.8446) mem 21941MB +[2025-12-25 02:08:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][870/1573] eta 0:07:22 lr 0.000043 time 0.4159 (0.6289) loss 1282.4016 (1314.3533) grad_norm 428.0135 (275.6812) embed_mse 1281.3408 (1313.2625) mask_bce 0.2421 (0.2463) mask_dice 0.8186 (0.8445) mem 21941MB +[2025-12-25 02:09:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][880/1573] eta 0:07:16 lr 0.000043 time 0.4155 (0.6303) loss 1297.0732 (1314.5362) grad_norm 145.5382 (273.9492) embed_mse 1295.9766 (1313.4455) mask_bce 0.2748 (0.2462) mask_dice 0.8219 (0.8445) mem 21941MB +[2025-12-25 02:09:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][890/1573] eta 0:07:08 lr 0.000043 time 0.4168 (0.6280) loss 1316.3815 (1314.3882) grad_norm 185.9703 (273.1567) embed_mse 1315.2863 (1313.2974) mask_bce 0.2657 (0.2464) mask_dice 0.8294 (0.8444) mem 21941MB +[2025-12-25 02:09:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][900/1573] eta 0:07:01 lr 0.000043 time 0.4155 (0.6270) loss 1333.4921 (1314.4813) grad_norm 157.2885 (272.1222) embed_mse 1332.4205 (1313.3906) mask_bce 0.2309 (0.2464) mask_dice 0.8405 (0.8444) mem 21941MB +[2025-12-25 02:09:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][910/1573] eta 0:06:55 lr 0.000043 time 0.4169 (0.6269) loss 1288.0469 (1314.2973) grad_norm 193.0611 (271.4225) embed_mse 1286.9564 (1313.2066) mask_bce 0.2483 (0.2463) mask_dice 0.8422 (0.8444) mem 21941MB +[2025-12-25 02:09:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][920/1573] eta 0:06:48 lr 0.000043 time 1.4433 (0.6260) loss 1289.9210 (1314.4677) grad_norm 227.4290 (270.0535) embed_mse 1288.8635 (1313.3771) mask_bce 0.2222 (0.2462) mask_dice 0.8353 (0.8444) mem 21941MB +[2025-12-25 02:09:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][930/1573] eta 0:06:45 lr 0.000043 time 0.4776 (0.6304) loss 1340.0966 (1314.3539) grad_norm 147.6980 (268.9987) embed_mse 1339.0085 (1313.2634) mask_bce 0.2652 (0.2462) mask_dice 0.8228 (0.8444) mem 21941MB +[2025-12-25 02:09:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][940/1573] eta 0:06:39 lr 0.000043 time 0.4146 (0.6315) loss 1333.7678 (1314.3568) grad_norm 285.6457 (269.1410) embed_mse 1332.6869 (1313.2663) mask_bce 0.2372 (0.2462) mask_dice 0.8438 (0.8444) mem 21941MB +[2025-12-25 02:09:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][950/1573] eta 0:06:33 lr 0.000043 time 0.4338 (0.6315) loss 1247.2725 (1314.2713) grad_norm 211.4295 (268.6519) embed_mse 1246.1749 (1313.1808) mask_bce 0.2766 (0.2462) mask_dice 0.8210 (0.8443) mem 21941MB +[2025-12-25 02:09:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][960/1573] eta 0:06:25 lr 0.000043 time 0.4163 (0.6293) loss 1317.1704 (1314.3939) grad_norm 229.1809 (268.4772) embed_mse 1316.0863 (1313.3035) mask_bce 0.2441 (0.2461) mask_dice 0.8401 (0.8443) mem 21941MB +[2025-12-25 02:10:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][970/1573] eta 0:06:21 lr 0.000043 time 0.4303 (0.6331) loss 1390.7096 (1314.5139) grad_norm 143.9405 (267.4480) embed_mse 1389.6575 (1313.4236) mask_bce 0.2096 (0.2459) mask_dice 0.8426 (0.8444) mem 21941MB +[2025-12-25 02:10:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][980/1573] eta 0:06:14 lr 0.000043 time 0.4181 (0.6316) loss 1285.2675 (1314.2952) grad_norm 277.5934 (267.5311) embed_mse 1284.1808 (1313.2050) mask_bce 0.2281 (0.2458) mask_dice 0.8587 (0.8445) mem 21941MB +[2025-12-25 02:10:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][990/1573] eta 0:06:10 lr 0.000043 time 0.4196 (0.6349) loss 1331.3451 (1314.2368) grad_norm 188.2449 (266.8865) embed_mse 1330.2579 (1313.1467) mask_bce 0.2189 (0.2456) mask_dice 0.8683 (0.8445) mem 21941MB +[2025-12-25 02:10:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1000/1573] eta 0:06:02 lr 0.000043 time 0.4222 (0.6328) loss 1364.9390 (1314.4184) grad_norm 173.8498 (266.0516) embed_mse 1363.7819 (1313.3283) mask_bce 0.2859 (0.2456) mask_dice 0.8713 (0.8445) mem 21941MB +[2025-12-25 02:10:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1010/1573] eta 0:05:55 lr 0.000043 time 0.4166 (0.6307) loss 1275.5170 (1314.4867) grad_norm 162.4381 (265.2293) embed_mse 1274.4641 (1313.3968) mask_bce 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02:10:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1050/1573] eta 0:05:29 lr 0.000042 time 0.4449 (0.6292) loss 1226.9926 (1314.5042) grad_norm 171.9896 (264.4107) embed_mse 1225.9248 (1313.4141) mask_bce 0.2262 (0.2453) mask_dice 0.8415 (0.8449) mem 21941MB +[2025-12-25 02:10:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1060/1573] eta 0:05:24 lr 0.000042 time 3.7728 (0.6316) loss 1312.0916 (1314.5156) grad_norm 296.2649 (264.6520) embed_mse 1311.0250 (1313.4255) mask_bce 0.2172 (0.2453) mask_dice 0.8493 (0.8448) mem 21941MB +[2025-12-25 02:11:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1070/1573] eta 0:05:16 lr 0.000042 time 0.4262 (0.6297) loss 1262.5736 (1314.4784) grad_norm 174.9112 (263.9772) embed_mse 1261.5197 (1313.3883) mask_bce 0.2051 (0.2452) mask_dice 0.8489 (0.8449) mem 21941MB +[2025-12-25 02:11:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1080/1573] eta 0:05:09 lr 0.000042 time 0.4182 (0.6279) loss 1335.9380 (1314.6050) grad_norm 165.8449 (262.6815) embed_mse 1334.8303 (1313.5149) mask_bce 0.2942 (0.2453) mask_dice 0.8135 (0.8448) mem 21941MB +[2025-12-25 02:11:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1090/1573] eta 0:05:02 lr 0.000042 time 0.4221 (0.6261) loss 1316.7494 (1314.5439) grad_norm 348.4582 (263.3122) embed_mse 1315.6522 (1313.4537) mask_bce 0.2840 (0.2454) mask_dice 0.8131 (0.8448) mem 21941MB +[2025-12-25 02:11:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1100/1573] eta 0:04:56 lr 0.000042 time 0.4190 (0.6265) loss 1312.6692 (1314.8305) grad_norm 203.5707 (262.8761) embed_mse 1311.4495 (1313.7403) mask_bce 0.3695 (0.2456) mask_dice 0.8502 (0.8447) mem 21941MB +[2025-12-25 02:11:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1110/1573] eta 0:04:50 lr 0.000042 time 0.4244 (0.6276) loss 1302.0469 (1314.9272) grad_norm 253.2551 (262.8064) embed_mse 1300.9746 (1313.8370) mask_bce 0.2163 (0.2455) mask_dice 0.8559 (0.8447) mem 21941MB +[2025-12-25 02:11:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1120/1573] eta 0:04:43 lr 0.000042 time 0.4148 (0.6260) loss 1225.4771 (1314.9577) grad_norm 200.5847 (261.7915) embed_mse 1224.3478 (1313.8675) mask_bce 0.3057 (0.2455) mask_dice 0.8236 (0.8447) mem 21941MB +[2025-12-25 02:11:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1130/1573] eta 0:04:36 lr 0.000042 time 0.4157 (0.6249) loss 1284.3031 (1314.8720) grad_norm 285.3086 (261.9583) embed_mse 1283.2113 (1313.7819) mask_bce 0.2607 (0.2454) mask_dice 0.8311 (0.8447) mem 21941MB +[2025-12-25 02:11:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1140/1573] eta 0:04:29 lr 0.000042 time 0.4271 (0.6231) loss 1331.1342 (1314.7536) grad_norm 284.5794 (262.1176) embed_mse 1330.0549 (1313.6636) mask_bce 0.2320 (0.2453) mask_dice 0.8473 (0.8447) mem 21941MB +[2025-12-25 02:11:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1150/1573] eta 0:04:23 lr 0.000042 time 0.4252 (0.6237) loss 1325.2794 (1314.7506) grad_norm 175.1449 (261.5094) embed_mse 1324.2209 (1313.6606) mask_bce 0.1999 (0.2453) mask_dice 0.8587 (0.8447) mem 21941MB +[2025-12-25 02:11:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1160/1573] eta 0:04:20 lr 0.000042 time 7.6330 (0.6315) loss 1263.3899 (1314.7865) grad_norm 192.0454 (260.9953) embed_mse 1262.2742 (1313.6963) mask_bce 0.2815 (0.2455) mask_dice 0.8342 (0.8446) mem 21941MB +[2025-12-25 02:12:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1170/1573] eta 0:04:13 lr 0.000042 time 0.4179 (0.6297) loss 1261.9691 (1314.6271) grad_norm 245.5394 (260.8895) embed_mse 1260.8539 (1313.5369) mask_bce 0.2761 (0.2456) mask_dice 0.8391 (0.8446) mem 21941MB +[2025-12-25 02:12:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1180/1573] eta 0:04:06 lr 0.000042 time 0.4198 (0.6279) loss 1290.2932 (1314.4782) grad_norm 165.2147 (260.2386) embed_mse 1289.2207 (1313.3880) mask_bce 0.2254 (0.2455) mask_dice 0.8471 (0.8446) mem 21941MB +[2025-12-25 02:12:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1190/1573] eta 0:03:59 lr 0.000042 time 0.4159 (0.6262) loss 1311.6344 (1314.5161) grad_norm 261.0982 (260.2444) embed_mse 1310.5541 (1313.4259) mask_bce 0.2254 (0.2455) mask_dice 0.8550 (0.8446) mem 21941MB +[2025-12-25 02:12:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1200/1573] eta 0:03:55 lr 0.000042 time 0.4447 (0.6314) loss 1300.2079 (1314.4763) grad_norm 162.8719 (259.2376) embed_mse 1299.1171 (1313.3862) mask_bce 0.2457 (0.2455) mask_dice 0.8451 (0.8447) mem 21941MB +[2025-12-25 02:12:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1210/1573] eta 0:03:49 lr 0.000042 time 0.4190 (0.6326) loss 1233.3737 (1314.4262) grad_norm 183.9097 (258.7387) embed_mse 1232.2777 (1313.3361) mask_bce 0.2447 (0.2455) mask_dice 0.8514 (0.8447) mem 21941MB +[2025-12-25 02:12:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1220/1573] eta 0:03:43 lr 0.000042 time 0.4220 (0.6337) loss 1219.9662 (1314.4171) grad_norm 277.1560 (258.8599) embed_mse 1218.8435 (1313.3269) mask_bce 0.3045 (0.2456) mask_dice 0.8181 (0.8446) mem 21941MB +[2025-12-25 02:12:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1230/1573] eta 0:03:38 lr 0.000042 time 0.4154 (0.6383) loss 1354.2350 (1314.5249) grad_norm 196.7375 (258.4539) embed_mse 1353.1544 (1313.4349) mask_bce 0.2471 (0.2455) mask_dice 0.8335 (0.8446) mem 21941MB +[2025-12-25 02:12:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1240/1573] eta 0:03:32 lr 0.000042 time 0.4236 (0.6393) loss 1303.9510 (1314.6563) grad_norm 289.8471 (259.0640) embed_mse 1302.8285 (1313.5663) mask_bce 0.3163 (0.2455) mask_dice 0.8063 (0.8446) mem 21941MB +[2025-12-25 02:13:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1250/1573] eta 0:03:25 lr 0.000042 time 0.4211 (0.6377) loss 1268.5074 (1314.4758) grad_norm 203.4676 (258.7076) embed_mse 1267.4235 (1313.3858) mask_bce 0.2312 (0.2454) mask_dice 0.8528 (0.8446) mem 21941MB +[2025-12-25 02:13:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1260/1573] eta 0:03:20 lr 0.000042 time 0.4435 (0.6391) loss 1340.5603 (1314.4031) grad_norm 221.3750 (258.4698) embed_mse 1339.4318 (1313.3131) mask_bce 0.2926 (0.2454) mask_dice 0.8359 (0.8446) mem 21941MB +[2025-12-25 02:13:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1270/1573] eta 0:03:13 lr 0.000042 time 0.4174 (0.6374) loss 1290.7419 (1314.5269) grad_norm 170.1593 (257.9109) embed_mse 1289.6731 (1313.4370) mask_bce 0.2149 (0.2452) mask_dice 0.8540 (0.8447) mem 21941MB +[2025-12-25 02:13:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1280/1573] eta 0:03:07 lr 0.000042 time 0.4161 (0.6386) loss 1317.2571 (1314.4760) grad_norm 170.0212 (257.0329) embed_mse 1316.1277 (1313.3859) mask_bce 0.2986 (0.2454) mask_dice 0.8308 (0.8447) mem 21941MB +[2025-12-25 02:13:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1290/1573] eta 0:03:00 lr 0.000042 time 0.4214 (0.6369) loss 1300.6838 (1314.6534) grad_norm 368.7453 (257.7268) embed_mse 1299.5919 (1313.5634) mask_bce 0.2438 (0.2454) mask_dice 0.8482 (0.8447) mem 21941MB +[2025-12-25 02:13:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1300/1573] eta 0:02:53 lr 0.000042 time 0.4247 (0.6353) loss 1334.5283 (1314.6383) grad_norm 252.1627 (257.6924) embed_mse 1333.4669 (1313.5482) mask_bce 0.2072 (0.2454) mask_dice 0.8541 (0.8447) mem 21941MB +[2025-12-25 02:13:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1310/1573] eta 0:02:46 lr 0.000042 time 0.4308 (0.6345) loss 1233.0674 (1314.3404) grad_norm 279.7361 (257.8277) embed_mse 1231.9821 (1313.2504) mask_bce 0.2409 (0.2454) mask_dice 0.8445 (0.8446) mem 21941MB +[2025-12-25 02:13:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1320/1573] eta 0:02:40 lr 0.000042 time 0.4606 (0.6336) loss 1294.8853 (1314.2884) grad_norm 320.6147 (257.9646) embed_mse 1293.8176 (1313.1985) mask_bce 0.2304 (0.2453) mask_dice 0.8373 (0.8446) mem 21941MB +[2025-12-25 02:13:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1330/1573] eta 0:02:33 lr 0.000042 time 0.4387 (0.6322) loss 1331.1509 (1314.4457) grad_norm 212.2224 (257.6891) embed_mse 1330.0709 (1313.3558) mask_bce 0.2514 (0.2454) mask_dice 0.8285 (0.8446) mem 21941MB +[2025-12-25 02:13:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1340/1573] eta 0:02:27 lr 0.000042 time 0.4151 (0.6330) loss 1264.9978 (1314.2930) grad_norm 239.3197 (257.5791) embed_mse 1263.9146 (1313.2030) mask_bce 0.2447 (0.2454) mask_dice 0.8385 (0.8446) mem 21941MB +[2025-12-25 02:14:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1350/1573] eta 0:02:21 lr 0.000042 time 0.4184 (0.6339) loss 1335.8727 (1314.2575) grad_norm 224.4034 (257.3816) embed_mse 1334.7795 (1313.1675) mask_bce 0.2382 (0.2454) mask_dice 0.8550 (0.8446) mem 21941MB +[2025-12-25 02:14:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1360/1573] eta 0:02:14 lr 0.000042 time 0.4189 (0.6330) loss 1332.7228 (1314.3394) grad_norm 351.9317 (257.7929) embed_mse 1331.6140 (1313.2494) mask_bce 0.2657 (0.2453) mask_dice 0.8431 (0.8446) mem 21941MB +[2025-12-25 02:14:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1370/1573] eta 0:02:08 lr 0.000042 time 0.4167 (0.6314) loss 1286.7823 (1314.2673) grad_norm 279.4245 (257.9194) embed_mse 1285.6956 (1313.1773) mask_bce 0.2325 (0.2454) mask_dice 0.8542 (0.8446) mem 21941MB +[2025-12-25 02:14:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1380/1573] eta 0:02:01 lr 0.000042 time 0.4267 (0.6316) loss 1292.1418 (1314.3191) grad_norm 163.5156 (257.3706) embed_mse 1291.0211 (1313.2290) mask_bce 0.2905 (0.2455) mask_dice 0.8301 (0.8446) mem 21941MB +[2025-12-25 02:14:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1390/1573] eta 0:01:55 lr 0.000042 time 0.4153 (0.6301) loss 1387.1000 (1314.2891) grad_norm 221.7665 (257.1648) embed_mse 1386.0350 (1313.1990) mask_bce 0.1887 (0.2454) mask_dice 0.8762 (0.8447) mem 21941MB +[2025-12-25 02:14:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1400/1573] eta 0:01:49 lr 0.000042 time 0.4153 (0.6303) loss 1357.2783 (1314.3124) grad_norm 229.5686 (256.7138) embed_mse 1356.1775 (1313.2224) mask_bce 0.2626 (0.2454) mask_dice 0.8382 (0.8447) mem 21941MB +[2025-12-25 02:14:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1410/1573] eta 0:01:42 lr 0.000042 time 0.4144 (0.6306) loss 1338.8197 (1314.2487) grad_norm 214.5524 (256.4743) embed_mse 1337.7271 (1313.1586) mask_bce 0.2606 (0.2454) mask_dice 0.8320 (0.8446) mem 21941MB +[2025-12-25 02:14:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1420/1573] eta 0:01:36 lr 0.000042 time 0.4526 (0.6320) loss 1371.7423 (1314.2923) grad_norm 224.8402 (256.2956) embed_mse 1370.6355 (1313.2023) mask_bce 0.2652 (0.2454) mask_dice 0.8416 (0.8446) mem 21941MB +[2025-12-25 02:14:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1430/1573] eta 0:01:30 lr 0.000042 time 0.4305 (0.6309) loss 1328.9034 (1314.2858) grad_norm 179.2619 (255.8628) embed_mse 1327.8068 (1313.1958) mask_bce 0.2692 (0.2454) mask_dice 0.8275 (0.8446) mem 21941MB +[2025-12-25 02:14:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1440/1573] eta 0:01:23 lr 0.000042 time 0.4232 (0.6300) loss 1323.0087 (1314.2725) grad_norm 334.1680 (256.0549) embed_mse 1321.8817 (1313.1826) mask_bce 0.2810 (0.2453) mask_dice 0.8459 (0.8446) mem 21941MB +[2025-12-25 02:14:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1450/1573] eta 0:01:17 lr 0.000042 time 0.4489 (0.6287) loss 1384.3271 (1314.1663) grad_norm 154.7012 (255.4949) embed_mse 1383.2607 (1313.0764) mask_bce 0.1944 (0.2453) mask_dice 0.8720 (0.8446) mem 21941MB +[2025-12-25 02:15:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1460/1573] eta 0:01:10 lr 0.000042 time 0.4378 (0.6277) loss 1310.6815 (1314.2394) grad_norm 331.7570 (255.9140) embed_mse 1309.5258 (1313.1494) mask_bce 0.3348 (0.2454) mask_dice 0.8211 (0.8445) mem 21941MB +[2025-12-25 02:15:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1470/1573] eta 0:01:04 lr 0.000042 time 0.4326 (0.6272) loss 1288.5771 (1314.3319) grad_norm 177.1201 (255.4834) embed_mse 1287.4612 (1313.2419) mask_bce 0.3057 (0.2455) mask_dice 0.8102 (0.8445) mem 21941MB +[2025-12-25 02:15:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1480/1573] eta 0:00:58 lr 0.000042 time 3.4560 (0.6294) loss 1265.8174 (1314.3060) grad_norm 188.3403 (255.0344) embed_mse 1264.7378 (1313.2160) mask_bce 0.2319 (0.2456) mask_dice 0.8476 (0.8445) mem 21941MB +[2025-12-25 02:15:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1490/1573] eta 0:00:52 lr 0.000042 time 0.4411 (0.6301) loss 1337.5424 (1314.3388) grad_norm 202.0850 (254.7497) embed_mse 1336.4208 (1313.2488) mask_bce 0.2961 (0.2455) mask_dice 0.8255 (0.8445) mem 21941MB +[2025-12-25 02:15:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1500/1573] eta 0:00:45 lr 0.000042 time 0.4424 (0.6288) loss 1304.0271 (1314.2804) grad_norm 192.3576 (254.4161) embed_mse 1302.9524 (1313.1905) mask_bce 0.2385 (0.2455) mask_dice 0.8363 (0.8445) mem 21941MB +[2025-12-25 02:15:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1510/1573] eta 0:00:39 lr 0.000042 time 0.4202 (0.6278) loss 1312.1079 (1314.1728) grad_norm 350.3883 (254.9265) embed_mse 1311.0081 (1313.0829) mask_bce 0.2765 (0.2455) mask_dice 0.8233 (0.8444) mem 21941MB +[2025-12-25 02:15:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1520/1573] eta 0:00:33 lr 0.000042 time 0.4221 (0.6275) loss 1315.4293 (1314.1766) grad_norm 209.5625 (254.7478) embed_mse 1314.3303 (1313.0866) mask_bce 0.2555 (0.2455) mask_dice 0.8434 (0.8445) mem 21941MB +[2025-12-25 02:15:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1530/1573] eta 0:00:26 lr 0.000042 time 0.8731 (0.6265) loss 1257.8616 (1314.0170) grad_norm 180.9787 (254.3615) embed_mse 1256.7723 (1312.9271) mask_bce 0.2542 (0.2455) mask_dice 0.8350 (0.8444) mem 21941MB +[2025-12-25 02:15:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1540/1573] eta 0:00:20 lr 0.000042 time 0.4507 (0.6265) loss 1288.8301 (1313.9240) grad_norm 196.0835 (254.0580) embed_mse 1287.7286 (1312.8342) mask_bce 0.2660 (0.2454) mask_dice 0.8355 (0.8445) mem 21941MB +[2025-12-25 02:15:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1550/1573] eta 0:00:14 lr 0.000042 time 1.6983 (0.6261) loss 1286.1323 (1313.9446) grad_norm 271.9954 (254.1509) embed_mse 1285.0735 (1312.8548) mask_bce 0.2115 (0.2454) mask_dice 0.8474 (0.8444) mem 21941MB +[2025-12-25 02:16:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1560/1573] eta 0:00:08 lr 0.000042 time 0.4463 (0.6248) loss 1330.6355 (1314.0503) grad_norm 248.0076 (253.7654) embed_mse 1329.5603 (1312.9604) mask_bce 0.2111 (0.2454) mask_dice 0.8641 (0.8444) mem 21941MB +[2025-12-25 02:16:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [7/30][1570/1573] eta 0:00:01 lr 0.000042 time 0.4174 (0.6264) loss 1381.7853 (1314.1013) grad_norm 198.8396 (253.4851) embed_mse 1380.6903 (1313.0115) mask_bce 0.2506 (0.2454) mask_dice 0.8443 (0.8445) mem 21941MB +[2025-12-25 02:16:11 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 7 training takes 0:16:25 +[2025-12-25 02:16:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][0/1573] eta 3:14:04 lr 0.000042 time 7.4027 (7.4027) loss 1328.1287 (1328.1287) grad_norm 0.0000 (0.0000) embed_mse 1326.9943 (1326.9943) mask_bce 0.2934 (0.2934) mask_dice 0.8411 (0.8411) mem 21941MB +[2025-12-25 02:16:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][10/1573] eta 0:28:05 lr 0.000042 time 0.4772 (1.0786) loss 1347.8027 (1317.9037) grad_norm 236.3595 (236.3595) embed_mse 1346.7148 (1316.8139) mask_bce 0.2454 (0.2436) mask_dice 0.8425 (0.8462) mem 21941MB +[2025-12-25 02:16:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][20/1573] eta 0:20:16 lr 0.000042 time 0.4260 (0.7835) loss 1280.6783 (1316.1995) grad_norm 282.6481 (259.5038) embed_mse 1279.6119 (1315.0907) mask_bce 0.2494 (0.2673) mask_dice 0.8170 (0.8414) mem 21941MB +[2025-12-25 02:16:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][30/1573] eta 0:19:42 lr 0.000042 time 0.4241 (0.7661) loss 1335.8083 (1319.6588) grad_norm 278.8094 (265.9390) embed_mse 1334.7246 (1318.5570) mask_bce 0.2252 (0.2576) mask_dice 0.8585 (0.8441) mem 21941MB +[2025-12-25 02:16:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][40/1573] eta 0:17:27 lr 0.000042 time 0.4210 (0.6834) loss 1341.7996 (1319.7922) grad_norm 164.7033 (249.9457) embed_mse 1340.7413 (1318.6951) mask_bce 0.1690 (0.2516) mask_dice 0.8892 (0.8455) mem 21941MB +[2025-12-25 02:16:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][50/1573] eta 0:19:07 lr 0.000042 time 4.9057 (0.7535) loss 1281.1521 (1319.3336) grad_norm 185.4246 (239.1922) embed_mse 1280.0814 (1318.2335) mask_bce 0.1934 (0.2539) mask_dice 0.8773 (0.8462) mem 21941MB +[2025-12-25 02:16:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][60/1573] eta 0:17:39 lr 0.000042 time 0.4206 (0.7004) loss 1317.3011 (1317.0238) grad_norm 177.7043 (230.4082) embed_mse 1316.1749 (1315.9227) mask_bce 0.3089 (0.2557) mask_dice 0.8172 (0.8454) mem 21941MB +[2025-12-25 02:16:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][70/1573] eta 0:16:42 lr 0.000042 time 0.4367 (0.6671) loss 1343.5543 (1317.0111) grad_norm 389.0685 (250.2407) embed_mse 1342.4951 (1315.9136) mask_bce 0.1968 (0.2518) mask_dice 0.8624 (0.8458) mem 21941MB +[2025-12-25 02:17:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][80/1573] eta 0:17:01 lr 0.000042 time 2.2577 (0.6844) loss 1292.4557 (1316.3244) grad_norm 352.3653 (260.6369) embed_mse 1291.4147 (1315.2290) mask_bce 0.1978 (0.2497) mask_dice 0.8433 (0.8457) mem 21941MB +[2025-12-25 02:17:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][90/1573] eta 0:16:24 lr 0.000042 time 0.4182 (0.6637) loss 1316.7284 (1316.6674) grad_norm 271.1988 (261.5971) embed_mse 1315.6296 (1315.5732) mask_bce 0.2627 (0.2487) mask_dice 0.8361 (0.8456) mem 21941MB +[2025-12-25 02:17:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][100/1573] eta 0:15:47 lr 0.000042 time 0.4336 (0.6429) loss 1339.6340 (1315.9692) grad_norm 268.6868 (262.1879) embed_mse 1338.5310 (1314.8770) mask_bce 0.2788 (0.2470) mask_dice 0.8242 (0.8452) mem 21941MB +[2025-12-25 02:17:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][110/1573] eta 0:15:16 lr 0.000042 time 0.4199 (0.6265) loss 1355.1826 (1313.6551) grad_norm 250.0836 (261.2568) embed_mse 1354.0936 (1312.5641) mask_bce 0.2411 (0.2453) mask_dice 0.8479 (0.8456) mem 21941MB +[2025-12-25 02:17:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][120/1573] eta 0:15:15 lr 0.000042 time 0.4177 (0.6300) loss 1357.1641 (1315.9164) grad_norm 231.1411 (259.9482) embed_mse 1356.0739 (1314.8262) mask_bce 0.2170 (0.2439) mask_dice 0.8732 (0.8463) mem 21941MB +[2025-12-25 02:17:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][130/1573] eta 0:14:46 lr 0.000042 time 0.4188 (0.6140) loss 1323.3585 (1316.3906) grad_norm 282.8099 (261.3770) embed_mse 1322.2245 (1315.2987) mask_bce 0.3119 (0.2457) mask_dice 0.8222 (0.8461) mem 21941MB +[2025-12-25 02:17:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][140/1573] eta 0:14:20 lr 0.000042 time 0.4171 (0.6006) loss 1354.3748 (1315.8558) grad_norm 229.4079 (259.4965) embed_mse 1353.3140 (1314.7638) mask_bce 0.2190 (0.2458) mask_dice 0.8418 (0.8462) mem 21941MB +[2025-12-25 02:17:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][150/1573] eta 0:14:09 lr 0.000042 time 0.4208 (0.5967) loss 1299.1727 (1315.0182) grad_norm 186.1819 (255.4234) embed_mse 1298.0525 (1313.9263) mask_bce 0.3027 (0.2460) mask_dice 0.8177 (0.8459) mem 21941MB +[2025-12-25 02:17:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][160/1573] eta 0:14:14 lr 0.000042 time 0.4204 (0.6049) loss 1351.7272 (1316.0934) grad_norm 150.2334 (248.7177) embed_mse 1350.5925 (1315.0011) mask_bce 0.3006 (0.2467) mask_dice 0.8340 (0.8455) mem 21941MB +[2025-12-25 02:17:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][170/1573] eta 0:13:53 lr 0.000042 time 0.4156 (0.5941) loss 1274.7122 (1316.1218) grad_norm 262.1239 (249.3561) embed_mse 1273.6405 (1315.0301) mask_bce 0.2404 (0.2465) mask_dice 0.8311 (0.8452) mem 21941MB +[2025-12-25 02:17:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][180/1573] eta 0:13:34 lr 0.000042 time 0.4255 (0.5844) loss 1258.4209 (1315.6678) grad_norm 173.9811 (245.9299) embed_mse 1257.3175 (1314.5766) mask_bce 0.2835 (0.2463) mask_dice 0.8198 (0.8449) mem 21941MB +[2025-12-25 02:18:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][190/1573] eta 0:14:02 lr 0.000042 time 0.4165 (0.6095) loss 1409.1726 (1316.2983) grad_norm 174.4231 (242.8210) embed_mse 1408.0741 (1315.2068) mask_bce 0.2570 (0.2465) mask_dice 0.8414 (0.8449) mem 21941MB +[2025-12-25 02:18:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][200/1573] eta 0:13:43 lr 0.000042 time 0.4181 (0.6001) loss 1295.9624 (1316.1225) grad_norm 221.9581 (242.3883) embed_mse 1294.8768 (1315.0312) mask_bce 0.2572 (0.2466) mask_dice 0.8284 (0.8448) mem 21941MB +[2025-12-25 02:18:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][210/1573] eta 0:13:26 lr 0.000042 time 0.4293 (0.5920) loss 1336.7687 (1316.3920) grad_norm 259.4232 (243.0435) embed_mse 1335.7242 (1315.3010) mask_bce 0.1790 (0.2460) mask_dice 0.8655 (0.8450) mem 21941MB +[2025-12-25 02:18:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][220/1573] eta 0:13:11 lr 0.000042 time 0.4256 (0.5848) loss 1296.1711 (1316.1128) grad_norm 184.3952 (240.8713) embed_mse 1295.1180 (1315.0222) mask_bce 0.1851 (0.2456) mask_dice 0.8681 (0.8450) mem 21941MB +[2025-12-25 02:18:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][230/1573] eta 0:13:15 lr 0.000042 time 0.4197 (0.5921) loss 1359.1630 (1316.1769) grad_norm 240.5832 (240.8610) embed_mse 1358.0546 (1315.0867) mask_bce 0.2516 (0.2452) mask_dice 0.8568 (0.8450) mem 21941MB +[2025-12-25 02:18:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][240/1573] eta 0:12:59 lr 0.000042 time 0.4187 (0.5851) loss 1333.5426 (1316.3810) grad_norm 237.1495 (243.5682) embed_mse 1332.4686 (1315.2910) mask_bce 0.2384 (0.2455) mask_dice 0.8356 (0.8445) mem 21941MB +[2025-12-25 02:18:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][250/1573] eta 0:12:45 lr 0.000042 time 0.4303 (0.5787) loss 1286.8431 (1315.9116) grad_norm 397.8227 (248.5441) embed_mse 1285.7664 (1314.8213) mask_bce 0.2211 (0.2457) mask_dice 0.8557 (0.8446) mem 21941MB +[2025-12-25 02:18:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][260/1573] eta 0:12:39 lr 0.000042 time 0.4174 (0.5783) loss 1337.0048 (1315.8751) grad_norm 208.1491 (247.2818) embed_mse 1335.9136 (1314.7854) mask_bce 0.2543 (0.2452) mask_dice 0.8370 (0.8446) mem 21941MB +[2025-12-25 02:18:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][270/1573] eta 0:12:25 lr 0.000042 time 0.4205 (0.5725) loss 1272.1274 (1315.5993) grad_norm 161.4244 (244.6800) embed_mse 1271.0815 (1314.5096) mask_bce 0.1952 (0.2451) mask_dice 0.8507 (0.8447) mem 21941MB +[2025-12-25 02:18:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][280/1573] eta 0:12:37 lr 0.000042 time 0.4193 (0.5862) loss 1277.3911 (1315.6410) grad_norm 283.0490 (246.1234) embed_mse 1276.2971 (1314.5515) mask_bce 0.2555 (0.2448) mask_dice 0.8386 (0.8447) mem 21941MB +[2025-12-25 02:19:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][290/1573] eta 0:12:26 lr 0.000042 time 0.4201 (0.5821) loss 1416.7522 (1316.0233) grad_norm 245.0285 (246.0930) embed_mse 1415.6434 (1314.9337) mask_bce 0.2442 (0.2450) mask_dice 0.8644 (0.8445) mem 21941MB +[2025-12-25 02:19:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][300/1573] eta 0:12:19 lr 0.000041 time 0.4163 (0.5810) loss 1289.3926 (1315.6055) grad_norm 254.9321 (246.3319) embed_mse 1288.3289 (1314.5162) mask_bce 0.2210 (0.2448) mask_dice 0.8428 (0.8445) mem 21941MB +[2025-12-25 02:19:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][310/1573] eta 0:12:34 lr 0.000041 time 4.8813 (0.5971) loss 1397.8403 (1315.3583) grad_norm 391.0896 (250.1413) embed_mse 1396.7328 (1314.2690) mask_bce 0.2684 (0.2449) mask_dice 0.8391 (0.8445) mem 21941MB +[2025-12-25 02:19:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][320/1573] eta 0:12:36 lr 0.000041 time 0.4158 (0.6037) loss 1265.5795 (1315.6232) grad_norm 179.7011 (246.1597) embed_mse 1264.4552 (1314.5338) mask_bce 0.2966 (0.2450) mask_dice 0.8277 (0.8444) mem 21941MB +[2025-12-25 02:19:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][330/1573] eta 0:12:25 lr 0.000041 time 0.4205 (0.5997) loss 1313.1832 (1316.1955) grad_norm 207.5304 (245.2175) embed_mse 1312.0625 (1315.1059) mask_bce 0.2962 (0.2452) mask_dice 0.8246 (0.8443) mem 21941MB +[2025-12-25 02:19:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][340/1573] eta 0:12:13 lr 0.000041 time 0.4235 (0.5945) loss 1310.0886 (1316.0450) grad_norm 233.0202 (244.9272) embed_mse 1308.9995 (1314.9555) mask_bce 0.2482 (0.2452) mask_dice 0.8409 (0.8443) mem 21941MB +[2025-12-25 02:19:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][350/1573] eta 0:12:01 lr 0.000041 time 0.4696 (0.5898) loss 1300.6624 (1315.9529) grad_norm 407.9327 (248.7180) embed_mse 1299.5862 (1314.8637) mask_bce 0.2327 (0.2449) mask_dice 0.8435 (0.8443) mem 21941MB +[2025-12-25 02:19:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][360/1573] eta 0:11:56 lr 0.000041 time 0.4214 (0.5903) loss 1317.8921 (1316.1021) grad_norm 192.7504 (246.3978) embed_mse 1316.8037 (1315.0129) mask_bce 0.2528 (0.2450) mask_dice 0.8355 (0.8442) mem 21941MB +[2025-12-25 02:19:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][370/1573] eta 0:11:56 lr 0.000041 time 0.4189 (0.5955) loss 1284.4636 (1315.8455) grad_norm 232.0997 (246.0869) embed_mse 1283.3796 (1314.7564) mask_bce 0.2506 (0.2449) mask_dice 0.8334 (0.8442) mem 21941MB +[2025-12-25 02:19:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][380/1573] eta 0:11:46 lr 0.000041 time 0.4163 (0.5918) loss 1277.1166 (1315.8558) grad_norm 272.2880 (246.6444) embed_mse 1276.0181 (1314.7670) mask_bce 0.2628 (0.2445) mask_dice 0.8358 (0.8442) mem 21941MB +[2025-12-25 02:20:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][390/1573] eta 0:11:35 lr 0.000041 time 0.4235 (0.5879) loss 1293.2800 (1315.5549) grad_norm 273.2557 (247.1988) embed_mse 1292.1794 (1314.4657) mask_bce 0.2683 (0.2451) mask_dice 0.8322 (0.8441) mem 21941MB +[2025-12-25 02:20:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][400/1573] eta 0:11:25 lr 0.000041 time 0.4395 (0.5841) loss 1373.8430 (1315.1800) grad_norm 204.1400 (245.2598) embed_mse 1372.7780 (1314.0910) mask_bce 0.2028 (0.2448) mask_dice 0.8623 (0.8442) mem 21941MB +[2025-12-25 02:20:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][410/1573] eta 0:11:17 lr 0.000041 time 0.4230 (0.5827) loss 1309.7593 (1315.2798) grad_norm 375.7050 (247.8176) embed_mse 1308.6700 (1314.1904) mask_bce 0.2455 (0.2455) mask_dice 0.8438 (0.8440) mem 21941MB +[2025-12-25 02:20:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][420/1573] eta 0:11:12 lr 0.000041 time 0.4286 (0.5829) loss 1311.5721 (1314.9385) grad_norm 355.7503 (249.8932) embed_mse 1310.4860 (1313.8491) mask_bce 0.2160 (0.2454) mask_dice 0.8701 (0.8441) mem 21941MB +[2025-12-25 02:20:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][430/1573] eta 0:11:03 lr 0.000041 time 0.4214 (0.5805) loss 1284.2339 (1314.9814) grad_norm 364.6179 (252.0578) embed_mse 1283.1476 (1313.8920) mask_bce 0.2621 (0.2453) mask_dice 0.8242 (0.8441) mem 21941MB +[2025-12-25 02:20:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][440/1573] eta 0:10:57 lr 0.000041 time 0.5958 (0.5807) loss 1324.3778 (1314.7538) grad_norm 279.4171 (255.6639) embed_mse 1323.2838 (1313.6646) mask_bce 0.2698 (0.2449) mask_dice 0.8242 (0.8442) mem 21941MB +[2025-12-25 02:20:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][450/1573] eta 0:10:53 lr 0.000041 time 0.4184 (0.5823) loss 1362.2935 (1315.1011) grad_norm 203.2181 (254.7274) embed_mse 1361.2083 (1314.0118) mask_bce 0.2117 (0.2452) mask_dice 0.8735 (0.8441) mem 21941MB +[2025-12-25 02:20:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][460/1573] eta 0:10:44 lr 0.000041 time 0.4447 (0.5790) loss 1333.0835 (1314.9852) grad_norm 220.1756 (254.1212) embed_mse 1332.0322 (1313.8961) mask_bce 0.2089 (0.2450) mask_dice 0.8422 (0.8441) mem 21941MB +[2025-12-25 02:20:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][470/1573] eta 0:10:35 lr 0.000041 time 0.4252 (0.5760) loss 1340.0394 (1314.8199) grad_norm 304.7318 (254.9938) embed_mse 1338.9703 (1313.7309) mask_bce 0.2113 (0.2450) mask_dice 0.8578 (0.8440) mem 21941MB +[2025-12-25 02:20:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][480/1573] eta 0:10:27 lr 0.000041 time 0.4171 (0.5740) loss 1296.3660 (1314.6223) grad_norm 450.4931 (258.8629) embed_mse 1295.2898 (1313.5332) mask_bce 0.2095 (0.2451) mask_dice 0.8665 (0.8440) mem 21941MB +[2025-12-25 02:20:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][490/1573] eta 0:10:22 lr 0.000041 time 0.4180 (0.5746) loss 1310.8024 (1314.2916) grad_norm 364.0356 (260.5870) embed_mse 1309.7170 (1313.2028) mask_bce 0.2416 (0.2448) mask_dice 0.8437 (0.8440) mem 21941MB +[2025-12-25 02:20:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][500/1573] eta 0:10:14 lr 0.000041 time 0.4205 (0.5731) loss 1291.2389 (1314.1170) grad_norm 191.0150 (259.4648) embed_mse 1290.1613 (1313.0281) mask_bce 0.2239 (0.2448) mask_dice 0.8537 (0.8441) mem 21941MB +[2025-12-25 02:21:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][510/1573] eta 0:10:11 lr 0.000041 time 0.4314 (0.5749) loss 1353.3130 (1314.3061) grad_norm 213.3304 (258.7326) embed_mse 1352.2518 (1313.2172) mask_bce 0.1817 (0.2445) mask_dice 0.8795 (0.8444) mem 21941MB +[2025-12-25 02:21:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][520/1573] eta 0:10:02 lr 0.000041 time 0.4147 (0.5719) loss 1333.1975 (1314.3143) grad_norm 253.4045 (257.8592) embed_mse 1332.1044 (1313.2252) mask_bce 0.2461 (0.2445) mask_dice 0.8470 (0.8446) mem 21941MB +[2025-12-25 02:21:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][530/1573] eta 0:09:53 lr 0.000041 time 0.4211 (0.5690) loss 1319.2720 (1314.2046) grad_norm 197.9230 (256.9511) embed_mse 1318.1674 (1313.1152) mask_bce 0.2633 (0.2447) mask_dice 0.8413 (0.8447) mem 21941MB +[2025-12-25 02:21:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][540/1573] eta 0:09:49 lr 0.000041 time 0.4172 (0.5702) loss 1316.4451 (1314.0633) grad_norm 167.3049 (255.6131) embed_mse 1315.3475 (1312.9736) mask_bce 0.2422 (0.2451) mask_dice 0.8553 (0.8446) mem 21941MB +[2025-12-25 02:21:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][550/1573] eta 0:09:42 lr 0.000041 time 0.4152 (0.5699) loss 1350.4508 (1313.9093) grad_norm 159.1282 (254.1942) embed_mse 1349.3964 (1312.8199) mask_bce 0.2041 (0.2449) mask_dice 0.8503 (0.8446) mem 21941MB +[2025-12-25 02:21:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][560/1573] eta 0:09:34 lr 0.000041 time 0.4177 (0.5672) loss 1311.7544 (1313.6482) grad_norm 230.6358 (252.8317) embed_mse 1310.7014 (1312.5590) mask_bce 0.2069 (0.2446) mask_dice 0.8460 (0.8447) mem 21941MB +[2025-12-25 02:21:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][570/1573] eta 0:09:27 lr 0.000041 time 0.4207 (0.5656) loss 1268.6682 (1313.4404) grad_norm 267.9622 (253.0448) embed_mse 1267.5544 (1312.3511) mask_bce 0.2800 (0.2446) mask_dice 0.8337 (0.8446) mem 21941MB +[2025-12-25 02:21:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][580/1573] eta 0:09:20 lr 0.000041 time 0.4161 (0.5642) loss 1386.1899 (1313.5129) grad_norm 239.2444 (252.8531) embed_mse 1385.0968 (1312.4234) mask_bce 0.2567 (0.2449) mask_dice 0.8364 (0.8446) mem 21941MB +[2025-12-25 02:21:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][590/1573] eta 0:09:13 lr 0.000041 time 0.4355 (0.5626) loss 1309.5217 (1313.6069) grad_norm 256.8744 (252.9082) embed_mse 1308.4023 (1312.5172) mask_bce 0.2581 (0.2451) mask_dice 0.8612 (0.8445) mem 21941MB +[2025-12-25 02:21:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][600/1573] eta 0:09:06 lr 0.000041 time 0.4174 (0.5613) loss 1331.7581 (1313.6237) grad_norm 184.0212 (252.9834) embed_mse 1330.6523 (1312.5341) mask_bce 0.2674 (0.2451) mask_dice 0.8383 (0.8444) mem 21941MB +[2025-12-25 02:21:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][610/1573] eta 0:09:04 lr 0.000041 time 0.4191 (0.5654) loss 1303.9176 (1313.8001) grad_norm 206.6918 (252.3743) embed_mse 1302.8408 (1312.7104) mask_bce 0.2499 (0.2454) mask_dice 0.8269 (0.8443) mem 21941MB +[2025-12-25 02:22:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][620/1573] eta 0:08:57 lr 0.000041 time 0.6408 (0.5642) loss 1350.2889 (1314.2016) grad_norm 171.5465 (251.3246) embed_mse 1349.1730 (1313.1117) mask_bce 0.2698 (0.2456) mask_dice 0.8462 (0.8443) mem 21941MB +[2025-12-25 02:22:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][630/1573] eta 0:08:53 lr 0.000041 time 0.4225 (0.5656) loss 1304.3257 (1314.1428) grad_norm 254.5441 (251.3659) embed_mse 1303.2594 (1313.0531) mask_bce 0.2067 (0.2453) mask_dice 0.8595 (0.8444) mem 21941MB +[2025-12-25 02:22:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][640/1573] eta 0:08:49 lr 0.000041 time 0.4242 (0.5680) loss 1279.1639 (1314.1255) grad_norm 180.3705 (249.4366) embed_mse 1278.0781 (1313.0359) mask_bce 0.2425 (0.2453) mask_dice 0.8433 (0.8443) mem 21941MB +[2025-12-25 02:22:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][650/1573] eta 0:08:42 lr 0.000041 time 0.4223 (0.5657) loss 1307.0581 (1314.2526) grad_norm 183.0766 (248.6174) embed_mse 1305.9714 (1313.1630) mask_bce 0.2338 (0.2452) mask_dice 0.8528 (0.8444) mem 21941MB +[2025-12-25 02:22:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][660/1573] eta 0:08:37 lr 0.000041 time 0.4212 (0.5672) loss 1279.8967 (1314.4536) grad_norm 287.2194 (249.0881) embed_mse 1278.8080 (1313.3639) mask_bce 0.2708 (0.2454) mask_dice 0.8179 (0.8443) mem 21941MB +[2025-12-25 02:22:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][670/1573] eta 0:08:30 lr 0.000041 time 0.4175 (0.5659) loss 1300.6307 (1314.1756) grad_norm 306.0233 (249.7741) embed_mse 1299.5531 (1313.0860) mask_bce 0.2151 (0.2453) mask_dice 0.8626 (0.8443) mem 21941MB +[2025-12-25 02:22:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][680/1573] eta 0:08:23 lr 0.000041 time 0.4210 (0.5638) loss 1320.4637 (1313.9760) grad_norm 171.2972 (248.3169) embed_mse 1319.3558 (1312.8864) mask_bce 0.2624 (0.2453) mask_dice 0.8454 (0.8442) mem 21941MB +[2025-12-25 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INFO Train: [8/30][720/1573] eta 0:08:04 lr 0.000041 time 0.4172 (0.5680) loss 1395.2181 (1313.8483) grad_norm 216.1513 (247.5706) embed_mse 1394.1256 (1312.7587) mask_bce 0.2396 (0.2455) mask_dice 0.8529 (0.8440) mem 21941MB +[2025-12-25 02:23:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][730/1573] eta 0:07:57 lr 0.000041 time 0.4224 (0.5665) loss 1342.8550 (1314.1894) grad_norm 275.7977 (247.8807) embed_mse 1341.7402 (1313.0998) mask_bce 0.2962 (0.2456) mask_dice 0.8185 (0.8440) mem 21941MB +[2025-12-25 02:23:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][740/1573] eta 0:07:50 lr 0.000041 time 0.4237 (0.5645) loss 1355.4498 (1314.2263) grad_norm 178.3053 (247.1245) embed_mse 1354.3475 (1313.1367) mask_bce 0.2266 (0.2456) mask_dice 0.8757 (0.8440) mem 21941MB +[2025-12-25 02:23:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][750/1573] eta 0:07:45 lr 0.000041 time 0.4138 (0.5657) loss 1317.5720 (1313.7759) grad_norm 220.4362 (246.8375) embed_mse 1316.4861 (1312.6864) mask_bce 0.2386 (0.2454) mask_dice 0.8474 (0.8440) mem 21941MB +[2025-12-25 02:23:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][760/1573] eta 0:07:40 lr 0.000041 time 0.4171 (0.5658) loss 1313.8217 (1313.7901) grad_norm 209.1900 (245.8915) embed_mse 1312.7450 (1312.7006) mask_bce 0.2332 (0.2456) mask_dice 0.8435 (0.8439) mem 21941MB +[2025-12-25 02:23:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][770/1573] eta 0:07:36 lr 0.000041 time 1.3802 (0.5689) loss 1329.1177 (1313.9575) grad_norm 327.2969 (246.7394) embed_mse 1328.0099 (1312.8681) mask_bce 0.2758 (0.2455) mask_dice 0.8321 (0.8439) mem 21941MB +[2025-12-25 02:23:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][780/1573] eta 0:07:32 lr 0.000041 time 0.4169 (0.5707) loss 1277.8209 (1313.9316) grad_norm 198.1131 (246.2381) embed_mse 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mem 21941MB +[2025-12-25 02:24:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][820/1573] eta 0:07:14 lr 0.000041 time 0.4161 (0.5775) loss 1359.5513 (1313.8580) grad_norm 205.1058 (244.7362) embed_mse 1358.4803 (1312.7690) mask_bce 0.2303 (0.2448) mask_dice 0.8407 (0.8441) mem 21941MB +[2025-12-25 02:24:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][830/1573] eta 0:07:07 lr 0.000041 time 0.4191 (0.5756) loss 1290.8645 (1313.6504) grad_norm 207.0203 (244.3701) embed_mse 1289.7789 (1312.5613) mask_bce 0.2455 (0.2451) mask_dice 0.8401 (0.8440) mem 21941MB +[2025-12-25 02:24:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][840/1573] eta 0:07:02 lr 0.000041 time 0.4219 (0.5765) loss 1266.8159 (1313.4947) grad_norm 225.3177 (243.6939) embed_mse 1265.6754 (1312.4053) mask_bce 0.3045 (0.2453) mask_dice 0.8359 (0.8441) mem 21941MB +[2025-12-25 02:24:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][850/1573] eta 0:06:55 lr 0.000041 time 0.4210 (0.5753) loss 1310.2542 (1313.6877) grad_norm 205.3654 (243.3324) embed_mse 1309.1620 (1312.5984) mask_bce 0.2537 (0.2452) mask_dice 0.8385 (0.8441) mem 21941MB +[2025-12-25 02:24:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][860/1573] eta 0:06:50 lr 0.000041 time 0.4162 (0.5760) loss 1317.0953 (1313.6378) grad_norm 250.4038 (243.3984) embed_mse 1316.0399 (1312.5483) mask_bce 0.2083 (0.2453) mask_dice 0.8471 (0.8441) mem 21941MB +[2025-12-25 02:24:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][870/1573] eta 0:06:45 lr 0.000041 time 0.4223 (0.5769) loss 1328.6307 (1313.6328) grad_norm 264.5064 (243.5939) embed_mse 1327.5448 (1312.5433) mask_bce 0.2479 (0.2453) mask_dice 0.8381 (0.8441) mem 21941MB +[2025-12-25 02:24:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][880/1573] eta 0:06:39 lr 0.000041 time 0.4196 (0.5761) loss 1272.9082 (1313.7605) grad_norm 314.0437 (243.9864) embed_mse 1271.8422 (1312.6711) mask_bce 0.2210 (0.2453) mask_dice 0.8450 (0.8441) mem 21941MB +[2025-12-25 02:24:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][890/1573] eta 0:06:34 lr 0.000041 time 0.4179 (0.5779) loss 1351.5844 (1313.8805) grad_norm 289.4789 (244.3963) embed_mse 1350.4784 (1312.7910) mask_bce 0.2819 (0.2453) mask_dice 0.8241 (0.8441) mem 21941MB +[2025-12-25 02:24:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][900/1573] eta 0:06:27 lr 0.000041 time 0.4165 (0.5762) loss 1316.9996 (1313.8849) grad_norm 183.4289 (243.8519) embed_mse 1315.9255 (1312.7954) mask_bce 0.2314 (0.2453) mask_dice 0.8428 (0.8442) mem 21941MB +[2025-12-25 02:24:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][910/1573] eta 0:06:21 lr 0.000041 time 1.9683 (0.5761) loss 1315.2825 (1313.9266) grad_norm 329.0484 (244.6059) embed_mse 1314.1384 (1312.8372) mask_bce 0.3105 (0.2454) mask_dice 0.8336 (0.8441) mem 21941MB +[2025-12-25 02:25:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][920/1573] eta 0:06:15 lr 0.000041 time 0.4147 (0.5745) loss 1378.0691 (1314.1667) grad_norm 229.6575 (244.7526) embed_mse 1376.9865 (1313.0771) mask_bce 0.2439 (0.2455) mask_dice 0.8387 (0.8442) mem 21941MB +[2025-12-25 02:25:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][930/1573] eta 0:06:10 lr 0.000041 time 0.4298 (0.5761) loss 1347.0333 (1314.0422) grad_norm 232.9091 (244.6505) embed_mse 1345.9546 (1312.9524) mask_bce 0.2487 (0.2457) mask_dice 0.8301 (0.8442) mem 21941MB +[2025-12-25 02:25:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][940/1573] eta 0:06:04 lr 0.000041 time 0.4171 (0.5757) loss 1270.2693 (1314.1775) grad_norm 235.5651 (244.5728) embed_mse 1269.1593 (1313.0875) mask_bce 0.2624 (0.2458) mask_dice 0.8475 (0.8442) mem 21941MB +[2025-12-25 02:25:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][950/1573] eta 0:06:00 lr 0.000041 time 0.4176 (0.5781) loss 1287.0071 (1314.2933) grad_norm 193.9073 (244.1435) embed_mse 1285.9248 (1313.2033) mask_bce 0.2236 (0.2457) mask_dice 0.8586 (0.8443) mem 21941MB +[2025-12-25 02:25:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][960/1573] eta 0:05:54 lr 0.000041 time 0.4189 (0.5784) loss 1303.3473 (1314.2703) grad_norm 227.7800 (243.9274) embed_mse 1302.2473 (1313.1804) mask_bce 0.2535 (0.2457) mask_dice 0.8465 (0.8443) mem 21941MB +[2025-12-25 02:25:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][970/1573] eta 0:05:48 lr 0.000041 time 0.4162 (0.5773) loss 1301.5718 (1314.3727) grad_norm 210.3669 (243.6500) embed_mse 1300.4891 (1313.2828) mask_bce 0.2446 (0.2456) mask_dice 0.8380 (0.8442) mem 21941MB +[2025-12-25 02:25:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][980/1573] eta 0:05:42 lr 0.000041 time 1.0266 (0.5774) loss 1263.2576 (1314.1590) grad_norm 383.3082 (244.7948) embed_mse 1262.1576 (1313.0692) mask_bce 0.2783 (0.2456) mask_dice 0.8217 (0.8442) mem 21941MB +[2025-12-25 02:25:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][990/1573] eta 0:05:36 lr 0.000041 time 0.4163 (0.5767) loss 1292.6426 (1313.9245) grad_norm 181.7225 (244.2820) embed_mse 1291.5475 (1312.8347) mask_bce 0.2538 (0.2456) mask_dice 0.8414 (0.8442) mem 21941MB +[2025-12-25 02:25:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1000/1573] eta 0:05:30 lr 0.000041 time 0.4177 (0.5764) loss 1297.7450 (1313.8725) grad_norm 220.8420 (243.7127) embed_mse 1296.6755 (1312.7829) mask_bce 0.2435 (0.2453) mask_dice 0.8261 (0.8443) mem 21941MB +[2025-12-25 02:25:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1010/1573] eta 0:05:25 lr 0.000041 time 0.4216 (0.5776) loss 1378.1254 (1313.9018) grad_norm 293.9791 (244.1116) embed_mse 1377.0428 (1312.8122) mask_bce 0.2501 (0.2454) mask_dice 0.8324 (0.8442) mem 21941MB +[2025-12-25 02:25:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1020/1573] eta 0:05:18 lr 0.000041 time 0.4177 (0.5762) loss 1365.8895 (1313.8980) grad_norm 182.7921 (243.6288) embed_mse 1364.7963 (1312.8086) mask_bce 0.2473 (0.2453) mask_dice 0.8460 (0.8441) mem 21941MB +[2025-12-25 02:26:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1030/1573] eta 0:05:14 lr 0.000041 time 0.4173 (0.5796) loss 1379.0454 (1313.9611) grad_norm 170.6096 (243.0583) embed_mse 1377.9795 (1312.8717) mask_bce 0.2193 (0.2453) mask_dice 0.8467 (0.8441) mem 21941MB +[2025-12-25 02:26:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1040/1573] eta 0:05:09 lr 0.000041 time 0.4524 (0.5807) loss 1351.8003 (1314.1809) grad_norm 205.4367 (243.9359) embed_mse 1350.6892 (1313.0915) mask_bce 0.2821 (0.2453) mask_dice 0.8290 (0.8441) mem 21941MB +[2025-12-25 02:26:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1050/1573] eta 0:05:05 lr 0.000041 time 0.4385 (0.5849) loss 1398.1974 (1314.2765) grad_norm 204.2122 (243.6327) embed_mse 1397.1305 (1313.1870) mask_bce 0.2056 (0.2455) mask_dice 0.8613 (0.8440) mem 21941MB +[2025-12-25 02:26:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1060/1573] eta 0:04:59 lr 0.000041 time 0.4166 (0.5833) loss 1275.2014 (1314.4945) grad_norm 169.6970 (243.0726) embed_mse 1274.1344 (1313.4050) mask_bce 0.2136 (0.2456) mask_dice 0.8535 (0.8440) mem 21941MB +[2025-12-25 02:26:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1070/1573] eta 0:04:53 lr 0.000041 time 0.4144 (0.5833) loss 1331.1674 (1314.6789) grad_norm 267.2552 (243.2544) embed_mse 1330.0963 (1313.5894) mask_bce 0.2287 (0.2455) mask_dice 0.8423 (0.8440) mem 21941MB +[2025-12-25 02:26:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1080/1573] eta 0:04:46 lr 0.000040 time 0.4219 (0.5818) loss 1341.8918 (1314.5848) grad_norm 218.1114 (242.7604) embed_mse 1340.8275 (1313.4953) mask_bce 0.2132 (0.2456) mask_dice 0.8511 (0.8440) mem 21941MB +[2025-12-25 02:26:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1090/1573] eta 0:04:40 lr 0.000040 time 0.4225 (0.5817) loss 1329.7537 (1314.6376) grad_norm 220.8505 (242.5993) embed_mse 1328.6763 (1313.5480) mask_bce 0.2317 (0.2456) mask_dice 0.8457 (0.8440) mem 21941MB +[2025-12-25 02:26:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1100/1573] eta 0:04:35 lr 0.000040 time 0.4197 (0.5828) loss 1370.4518 (1314.6904) grad_norm 187.5465 (242.1975) embed_mse 1369.3512 (1313.6008) mask_bce 0.2645 (0.2456) mask_dice 0.8360 (0.8440) mem 21941MB +[2025-12-25 02:26:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1110/1573] eta 0:04:30 lr 0.000040 time 0.4167 (0.5832) loss 1339.7633 (1314.6242) grad_norm 344.0867 (242.9358) embed_mse 1338.6879 (1313.5346) mask_bce 0.2439 (0.2455) mask_dice 0.8316 (0.8441) mem 21941MB +[2025-12-25 02:27:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1120/1573] eta 0:04:23 lr 0.000040 time 0.4165 (0.5817) loss 1290.4531 (1314.6938) grad_norm 425.0465 (244.9499) embed_mse 1289.4133 (1313.6042) mask_bce 0.1884 (0.2455) mask_dice 0.8513 (0.8441) mem 21941MB +[2025-12-25 02:27:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1130/1573] eta 0:04:17 lr 0.000040 time 0.4173 (0.5805) loss 1333.9698 (1314.7697) grad_norm 196.4754 (244.6061) embed_mse 1332.9131 (1313.6801) mask_bce 0.2269 (0.2455) mask_dice 0.8298 (0.8441) mem 21941MB +[2025-12-25 02:27:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1140/1573] eta 0:04:10 lr 0.000040 time 0.4559 (0.5791) loss 1316.8622 (1314.8519) grad_norm 332.5306 (245.2253) embed_mse 1315.5112 (1313.7620) mask_bce 0.4934 (0.2458) mask_dice 0.8576 (0.8441) mem 21941MB +[2025-12-25 02:27:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1150/1573] eta 0:04:05 lr 0.000040 time 0.4197 (0.5806) loss 1291.8037 (1314.8756) grad_norm 180.0906 (244.7698) embed_mse 1290.7167 (1313.7858) mask_bce 0.2567 (0.2457) mask_dice 0.8303 (0.8441) mem 21941MB +[2025-12-25 02:27:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1160/1573] eta 0:04:00 lr 0.000040 time 0.4432 (0.5815) loss 1328.8934 (1314.9532) grad_norm 199.1950 (244.6270) embed_mse 1327.8326 (1313.8634) mask_bce 0.2261 (0.2457) mask_dice 0.8346 (0.8441) mem 21941MB +[2025-12-25 02:27:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1170/1573] eta 0:03:55 lr 0.000040 time 0.4381 (0.5838) loss 1261.8008 (1314.8267) grad_norm 177.9698 (244.1705) embed_mse 1260.7294 (1313.7369) mask_bce 0.2321 (0.2457) mask_dice 0.8392 (0.8441) mem 21941MB +[2025-12-25 02:27:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1180/1573] eta 0:03:48 lr 0.000040 time 0.4249 (0.5825) loss 1351.0571 (1315.0473) grad_norm 219.2554 (244.0010) embed_mse 1349.9729 (1313.9574) mask_bce 0.2387 (0.2457) mask_dice 0.8456 (0.8441) mem 21941MB +[2025-12-25 02:27:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1190/1573] eta 0:03:42 lr 0.000040 time 0.4255 (0.5812) loss 1366.4625 (1314.9600) grad_norm 257.7520 (244.0939) embed_mse 1365.4044 (1313.8701) mask_bce 0.2148 (0.2457) mask_dice 0.8433 (0.8442) mem 21941MB +[2025-12-25 02:27:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1200/1573] eta 0:03:37 lr 0.000040 time 0.4249 (0.5842) loss 1291.3163 (1314.8459) grad_norm 273.8894 (243.9322) embed_mse 1290.2345 (1313.7561) mask_bce 0.2611 (0.2456) mask_dice 0.8207 (0.8442) mem 21941MB +[2025-12-25 02:28:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1210/1573] eta 0:03:32 lr 0.000040 time 0.4275 (0.5866) loss 1323.1183 (1314.8855) grad_norm 249.5717 (243.9695) embed_mse 1322.0492 (1313.7958) mask_bce 0.2206 (0.2456) mask_dice 0.8485 (0.8441) mem 21941MB +[2025-12-25 02:28:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1220/1573] eta 0:03:26 lr 0.000040 time 0.4315 (0.5857) loss 1199.6071 (1314.7663) grad_norm 287.8062 (244.2579) embed_mse 1198.5031 (1313.6766) mask_bce 0.2698 (0.2456) mask_dice 0.8343 (0.8441) mem 21941MB +[2025-12-25 02:28:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1230/1573] eta 0:03:20 lr 0.000040 time 0.4294 (0.5852) loss 1276.1056 (1314.5880) grad_norm 263.4266 (244.3832) embed_mse 1274.9888 (1313.4984) mask_bce 0.2800 (0.2456) mask_dice 0.8368 (0.8440) mem 21941MB +[2025-12-25 02:28:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1240/1573] eta 0:03:14 lr 0.000040 time 0.4158 (0.5840) loss 1320.6638 (1314.5778) grad_norm 215.8040 (244.0714) embed_mse 1319.6023 (1313.4881) mask_bce 0.2039 (0.2457) mask_dice 0.8576 (0.8440) mem 21941MB +[2025-12-25 02:28:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1250/1573] eta 0:03:08 lr 0.000040 time 0.4184 (0.5838) loss 1450.3015 (1314.7515) grad_norm 352.7022 (244.7677) embed_mse 1449.2098 (1313.6617) mask_bce 0.2362 (0.2457) mask_dice 0.8555 (0.8440) mem 21941MB +[2025-12-25 02:28:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1260/1573] eta 0:03:03 lr 0.000040 time 0.4146 (0.5875) loss 1325.7599 (1314.7674) grad_norm 211.8015 (244.5578) embed_mse 1324.6793 (1313.6777) mask_bce 0.2639 (0.2457) mask_dice 0.8167 (0.8440) mem 21941MB +[2025-12-25 02:28:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1270/1573] eta 0:02:57 lr 0.000040 time 0.4244 (0.5862) loss 1356.1885 (1314.8146) grad_norm 326.6414 (245.0773) embed_mse 1355.1195 (1313.7249) mask_bce 0.2349 (0.2457) mask_dice 0.8341 (0.8440) mem 21941MB +[2025-12-25 02:28:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1280/1573] eta 0:02:51 lr 0.000040 time 0.4363 (0.5860) loss 1354.9207 (1314.8465) grad_norm 424.2541 (245.7733) embed_mse 1353.8079 (1313.7569) mask_bce 0.2865 (0.2457) mask_dice 0.8262 (0.8440) mem 21941MB +[2025-12-25 02:28:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1290/1573] eta 0:02:45 lr 0.000040 time 0.4471 (0.5849) loss 1375.9877 (1314.9318) grad_norm 310.0559 (246.1725) embed_mse 1374.9331 (1313.8422) mask_bce 0.2140 (0.2457) mask_dice 0.8406 (0.8439) mem 21941MB +[2025-12-25 02:28:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1300/1573] eta 0:02:39 lr 0.000040 time 0.4266 (0.5854) loss 1342.8735 (1314.9905) grad_norm 250.1146 (246.1969) embed_mse 1341.7866 (1313.9009) mask_bce 0.2368 (0.2457) mask_dice 0.8500 (0.8439) mem 21941MB +[2025-12-25 02:29:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1310/1573] eta 0:02:34 lr 0.000040 time 0.5470 (0.5871) loss 1312.8500 (1315.1696) grad_norm 244.5279 (246.1866) embed_mse 1311.7917 (1314.0800) mask_bce 0.2093 (0.2456) mask_dice 0.8490 (0.8440) mem 21941MB +[2025-12-25 02:29:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1320/1573] eta 0:02:28 lr 0.000040 time 0.4153 (0.5858) loss 1279.0466 (1315.1473) grad_norm 443.3275 (248.6390) embed_mse 1277.9259 (1314.0575) mask_bce 0.2922 (0.2459) mask_dice 0.8285 (0.8440) mem 21941MB +[2025-12-25 02:29:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1330/1573] eta 0:02:22 lr 0.000040 time 0.4164 (0.5857) loss 1259.1921 (1315.3053) grad_norm 432.5065 (249.7466) embed_mse 1258.0648 (1314.2154) mask_bce 0.3260 (0.2460) mask_dice 0.8014 (0.8439) mem 21941MB +[2025-12-25 02:29:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1340/1573] eta 0:02:16 lr 0.000040 time 0.4403 (0.5848) loss 1278.1989 (1315.2602) grad_norm 229.7907 (249.6271) embed_mse 1277.1332 (1314.1703) mask_bce 0.1953 (0.2459) mask_dice 0.8703 (0.8440) mem 21941MB +[2025-12-25 02:29:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1350/1573] eta 0:02:11 lr 0.000040 time 4.4930 (0.5877) loss 1416.5923 (1315.2884) grad_norm 232.3450 (249.5242) embed_mse 1415.5050 (1314.1986) mask_bce 0.2225 (0.2459) mask_dice 0.8647 (0.8440) mem 21941MB +[2025-12-25 02:29:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1360/1573] eta 0:02:04 lr 0.000040 time 0.4261 (0.5868) loss 1371.8308 (1315.3717) grad_norm 184.6483 (249.4249) embed_mse 1370.7192 (1314.2819) mask_bce 0.2769 (0.2459) mask_dice 0.8348 (0.8439) mem 21941MB +[2025-12-25 02:29:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1370/1573] eta 0:01:59 lr 0.000040 time 0.4415 (0.5868) loss 1371.7722 (1315.2816) grad_norm 331.6168 (249.9056) embed_mse 1370.6737 (1314.1919) mask_bce 0.2432 (0.2458) mask_dice 0.8554 (0.8440) mem 21941MB +[2025-12-25 02:29:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1380/1573] eta 0:01:53 lr 0.000040 time 0.4185 (0.5867) loss 1366.5817 (1315.4389) grad_norm 234.8006 (249.8177) embed_mse 1365.4910 (1314.3492) mask_bce 0.2642 (0.2458) mask_dice 0.8264 (0.8439) mem 21941MB +[2025-12-25 02:29:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1390/1573] eta 0:01:47 lr 0.000040 time 0.4201 (0.5870) loss 1299.2578 (1315.4148) grad_norm 245.7868 (249.7944) embed_mse 1298.1877 (1314.3251) mask_bce 0.2607 (0.2458) mask_dice 0.8094 (0.8439) mem 21941MB +[2025-12-25 02:29:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1400/1573] eta 0:01:41 lr 0.000040 time 0.4217 (0.5865) loss 1270.2800 (1315.4957) grad_norm 441.9928 (251.3232) embed_mse 1269.2252 (1314.4060) mask_bce 0.1711 (0.2457) mask_dice 0.8837 (0.8439) mem 21941MB +[2025-12-25 02:29:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1410/1573] eta 0:01:35 lr 0.000040 time 0.4125 (0.5861) loss 1305.6160 (1315.5950) grad_norm 483.3642 (252.6416) embed_mse 1304.5392 (1314.5054) mask_bce 0.2471 (0.2458) mask_dice 0.8296 (0.8439) mem 21941MB +[2025-12-25 02:30:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1420/1573] eta 0:01:30 lr 0.000040 time 0.4955 (0.5882) loss 1324.7373 (1315.4607) grad_norm 278.2012 (252.7860) embed_mse 1323.6272 (1314.3711) mask_bce 0.2743 (0.2457) mask_dice 0.8359 (0.8439) mem 21941MB +[2025-12-25 02:30:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1430/1573] eta 0:01:23 lr 0.000040 time 0.4235 (0.5872) loss 1282.2166 (1315.4026) grad_norm 187.7319 (252.4206) embed_mse 1281.1537 (1314.3130) mask_bce 0.2041 (0.2457) mask_dice 0.8588 (0.8439) mem 21941MB +[2025-12-25 02:30:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1440/1573] eta 0:01:18 lr 0.000040 time 0.4176 (0.5879) loss 1334.6697 (1315.5767) grad_norm 405.5131 (253.7990) embed_mse 1333.6057 (1314.4871) mask_bce 0.2202 (0.2457) mask_dice 0.8438 (0.8439) mem 21941MB +[2025-12-25 02:30:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1450/1573] eta 0:01:12 lr 0.000040 time 0.4151 (0.5873) loss 1294.8065 (1315.5194) grad_norm 372.9091 (254.4571) embed_mse 1293.7035 (1314.4296) mask_bce 0.2875 (0.2459) mask_dice 0.8156 (0.8439) mem 21941MB +[2025-12-25 02:30:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1460/1573] eta 0:01:06 lr 0.000040 time 0.4236 (0.5897) loss 1325.3666 (1315.3589) grad_norm 224.3896 (254.2919) embed_mse 1324.2706 (1314.2693) mask_bce 0.2487 (0.2458) mask_dice 0.8473 (0.8439) mem 21941MB +[2025-12-25 02:30:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1470/1573] eta 0:01:00 lr 0.000040 time 0.4227 (0.5891) loss 1384.8107 (1315.5050) grad_norm 200.2297 (253.9965) embed_mse 1383.7046 (1314.4153) mask_bce 0.2675 (0.2458) mask_dice 0.8386 (0.8439) mem 21941MB +[2025-12-25 02:30:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1480/1573] eta 0:00:54 lr 0.000040 time 0.4210 (0.5891) loss 1255.6647 (1315.5484) grad_norm 206.1647 (253.4844) embed_mse 1254.5961 (1314.4587) mask_bce 0.2179 (0.2458) mask_dice 0.8506 (0.8439) mem 21941MB +[2025-12-25 02:30:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1490/1573] eta 0:00:48 lr 0.000040 time 0.4199 (0.5902) loss 1273.0182 (1315.5114) grad_norm 399.9282 (254.2718) embed_mse 1271.9183 (1314.4215) mask_bce 0.2700 (0.2461) mask_dice 0.8299 (0.8438) mem 21941MB +[2025-12-25 02:30:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1500/1573] eta 0:00:43 lr 0.000040 time 0.4250 (0.5897) loss 1264.4894 (1315.5896) grad_norm 325.1393 (254.6507) embed_mse 1263.4282 (1314.4997) mask_bce 0.2127 (0.2461) mask_dice 0.8485 (0.8438) mem 21941MB +[2025-12-25 02:31:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1510/1573] eta 0:00:37 lr 0.000040 time 0.4235 (0.5903) loss 1278.1901 (1315.6118) grad_norm 242.0184 (254.5835) embed_mse 1277.0466 (1314.5219) mask_bce 0.3279 (0.2461) mask_dice 0.8156 (0.8438) mem 21941MB +[2025-12-25 02:31:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1520/1573] eta 0:00:31 lr 0.000040 time 0.4142 (0.5895) loss 1301.5638 (1315.6395) grad_norm 295.5704 (254.7810) embed_mse 1300.4814 (1314.5496) mask_bce 0.2457 (0.2461) mask_dice 0.8367 (0.8438) mem 21941MB +[2025-12-25 02:31:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1530/1573] eta 0:00:25 lr 0.000040 time 0.4269 (0.5893) loss 1318.6199 (1315.8278) grad_norm 268.6124 (254.8534) embed_mse 1317.5255 (1314.7378) mask_bce 0.2687 (0.2461) mask_dice 0.8257 (0.8439) mem 21941MB +[2025-12-25 02:31:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1540/1573] eta 0:00:19 lr 0.000040 time 0.4410 (0.5883) loss 1249.6605 (1315.7568) grad_norm 296.5514 (255.0706) embed_mse 1248.5612 (1314.6668) mask_bce 0.2611 (0.2461) mask_dice 0.8383 (0.8439) mem 21941MB +[2025-12-25 02:31:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1550/1573] eta 0:00:13 lr 0.000040 time 0.4186 (0.5891) loss 1347.1016 (1315.8112) grad_norm 302.1891 (255.3147) embed_mse 1345.9924 (1314.7212) mask_bce 0.2549 (0.2461) mask_dice 0.8543 (0.8439) mem 21941MB +[2025-12-25 02:31:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1560/1573] eta 0:00:07 lr 0.000040 time 0.4188 (0.5918) loss 1271.7323 (1315.8039) grad_norm 189.4087 (255.1781) embed_mse 1270.6301 (1314.7139) mask_bce 0.2435 (0.2461) mask_dice 0.8586 (0.8439) mem 21941MB +[2025-12-25 02:31:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [8/30][1570/1573] eta 0:00:01 lr 0.000040 time 0.4187 (0.5921) loss 1372.7247 (1315.8538) grad_norm 178.5268 (254.7871) embed_mse 1371.6333 (1314.7638) mask_bce 0.2601 (0.2461) mask_dice 0.8313 (0.8439) mem 21941MB +[2025-12-25 02:31:42 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 8 training takes 0:15:31 +[2025-12-25 02:31:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][0/1573] eta 1:24:40 lr 0.000040 time 3.2295 (3.2295) loss 1291.6426 (1291.6426) grad_norm 0.0000 (0.0000) embed_mse 1290.5660 (1290.5660) mask_bce 0.2330 (0.2330) mask_dice 0.8435 (0.8435) mem 21941MB +[2025-12-25 02:31:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][10/1573] eta 0:32:43 lr 0.000040 time 0.4351 (1.2565) loss 1329.8871 (1312.7939) grad_norm 332.5215 (332.5215) embed_mse 1328.7831 (1311.6928) mask_bce 0.2536 (0.2654) mask_dice 0.8504 (0.8357) mem 21941MB +[2025-12-25 02:32:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][20/1573] eta 0:24:40 lr 0.000040 time 0.4222 (0.9536) loss 1297.8453 (1320.7630) grad_norm 291.6691 (312.0953) embed_mse 1296.7698 (1319.6702) mask_bce 0.2219 (0.2514) mask_dice 0.8537 (0.8415) mem 21941MB +[2025-12-25 02:32:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][30/1573] eta 0:21:05 lr 0.000040 time 0.4200 (0.8204) loss 1253.3340 (1317.9014) grad_norm 294.5536 (306.2481) embed_mse 1252.0846 (1316.8030) mask_bce 0.3718 (0.2563) mask_dice 0.8776 (0.8421) mem 21941MB +[2025-12-25 02:32:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][40/1573] eta 0:21:18 lr 0.000040 time 0.4272 (0.8337) loss 1354.6729 (1314.2792) grad_norm 176.1313 (264.1822) embed_mse 1353.5699 (1313.1839) mask_bce 0.2697 (0.2531) mask_dice 0.8332 (0.8422) mem 21941MB +[2025-12-25 02:32:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][50/1573] eta 0:22:14 lr 0.000040 time 0.4235 (0.8763) loss 1295.6995 (1311.4431) grad_norm 197.4328 (253.0573) embed_mse 1294.6499 (1310.3478) mask_bce 0.2038 (0.2521) mask_dice 0.8457 (0.8431) mem 21941MB +[2025-12-25 02:32:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][60/1573] eta 0:21:52 lr 0.000040 time 0.4217 (0.8673) loss 1394.9115 (1312.2104) grad_norm 250.2117 (252.6508) embed_mse 1393.7780 (1311.1135) mask_bce 0.2992 (0.2545) mask_dice 0.8343 (0.8424) mem 21941MB +[2025-12-25 02:32:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][70/1573] eta 0:20:10 lr 0.000040 time 0.4188 (0.8052) loss 1322.1224 (1313.6033) grad_norm 200.9304 (246.1857) embed_mse 1321.0115 (1312.5073) mask_bce 0.2598 (0.2530) mask_dice 0.8512 (0.8430) mem 21941MB +[2025-12-25 02:32:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][80/1573] eta 0:18:51 lr 0.000040 time 0.4185 (0.7580) loss 1267.5040 (1313.7349) grad_norm 356.1038 (268.6155) embed_mse 1266.4022 (1312.6407) mask_bce 0.2869 (0.2516) mask_dice 0.8149 (0.8426) mem 21941MB +[2025-12-25 02:32:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][90/1573] eta 0:17:49 lr 0.000040 time 0.4206 (0.7209) loss 1286.7690 (1313.0094) grad_norm 271.6550 (268.8918) embed_mse 1285.6774 (1311.9163) mask_bce 0.2904 (0.2507) mask_dice 0.8013 (0.8424) mem 21941MB +[2025-12-25 02:32:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][100/1573] eta 0:17:29 lr 0.000040 time 2.5175 (0.7125) loss 1315.9941 (1311.9895) grad_norm 275.9416 (269.4793) embed_mse 1314.8840 (1310.8945) mask_bce 0.2787 (0.2534) mask_dice 0.8315 (0.8416) mem 21941MB +[2025-12-25 02:32:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][110/1573] eta 0:16:54 lr 0.000040 time 0.4188 (0.6931) loss 1284.0638 (1313.6734) grad_norm 161.7303 (261.1909) embed_mse 1282.9821 (1312.5783) mask_bce 0.2285 (0.2535) mask_dice 0.8533 (0.8416) mem 21941MB +[2025-12-25 02:33:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][120/1573] eta 0:16:20 lr 0.000040 time 0.4200 (0.6751) loss 1388.6216 (1312.6035) grad_norm 246.5206 (260.6906) embed_mse 1387.5349 (1311.5091) mask_bce 0.2479 (0.2535) mask_dice 0.8387 (0.8408) mem 21941MB +[2025-12-25 02:33:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][130/1573] eta 0:15:48 lr 0.000040 time 0.4194 (0.6574) loss 1413.6227 (1312.4565) grad_norm 223.5857 (258.3716) embed_mse 1412.5215 (1311.3631) mask_bce 0.2735 (0.2526) mask_dice 0.8277 (0.8408) mem 21941MB +[2025-12-25 02:33:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][140/1573] eta 0:15:42 lr 0.000040 time 0.4233 (0.6580) loss 1272.4117 (1312.6405) grad_norm 333.8296 (262.8103) embed_mse 1271.2560 (1311.5474) mask_bce 0.3214 (0.2522) mask_dice 0.8343 (0.8408) mem 21941MB +[2025-12-25 02:33:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][150/1573] eta 0:15:16 lr 0.000040 time 0.4370 (0.6442) loss 1334.3073 (1312.6887) grad_norm 190.3195 (258.7830) embed_mse 1333.2245 (1311.5962) mask_bce 0.2483 (0.2518) mask_dice 0.8344 (0.8407) mem 21941MB +[2025-12-25 02:33:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][160/1573] eta 0:15:03 lr 0.000040 time 0.4178 (0.6393) loss 1313.0574 (1311.4254) grad_norm 233.1766 (254.2854) embed_mse 1311.9845 (1310.3335) mask_bce 0.2209 (0.2510) mask_dice 0.8520 (0.8408) mem 21941MB +[2025-12-25 02:33:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][170/1573] eta 0:14:38 lr 0.000040 time 0.4191 (0.6265) loss 1333.9918 (1311.1600) grad_norm 213.5819 (252.3472) embed_mse 1332.8704 (1310.0684) mask_bce 0.2742 (0.2506) mask_dice 0.8472 (0.8411) mem 21941MB +[2025-12-25 02:33:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][180/1573] eta 0:14:16 lr 0.000040 time 0.4264 (0.6151) loss 1344.5675 (1311.0161) grad_norm 311.6865 (255.0444) embed_mse 1343.4899 (1309.9239) mask_bce 0.2375 (0.2506) mask_dice 0.8401 (0.8416) mem 21941MB +[2025-12-25 02:33:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][190/1573] eta 0:14:04 lr 0.000040 time 0.4170 (0.6106) loss 1280.3693 (1311.4342) grad_norm 159.6772 (250.8980) embed_mse 1279.2759 (1310.3424) mask_bce 0.2650 (0.2499) mask_dice 0.8284 (0.8419) mem 21941MB +[2025-12-25 02:33:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][200/1573] eta 0:13:53 lr 0.000040 time 1.6070 (0.6074) loss 1294.7635 (1310.5079) grad_norm 208.3570 (247.9650) embed_mse 1293.6979 (1309.4167) mask_bce 0.2160 (0.2488) mask_dice 0.8496 (0.8424) mem 21941MB +[2025-12-25 02:33:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][210/1573] eta 0:13:36 lr 0.000040 time 0.4184 (0.5989) loss 1332.1086 (1310.1648) grad_norm 318.5751 (250.6808) embed_mse 1331.0446 (1309.0738) mask_bce 0.2154 (0.2487) mask_dice 0.8486 (0.8423) mem 21941MB +[2025-12-25 02:33:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][220/1573] eta 0:13:19 lr 0.000040 time 0.4338 (0.5911) loss 1325.4381 (1311.3539) grad_norm 212.5627 (249.2690) embed_mse 1324.3225 (1310.2629) mask_bce 0.2963 (0.2487) mask_dice 0.8193 (0.8423) mem 21941MB +[2025-12-25 02:33:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][230/1573] eta 0:13:06 lr 0.000040 time 0.4260 (0.5859) loss 1269.8877 (1310.8284) grad_norm 278.6237 (250.3174) embed_mse 1268.7678 (1309.7380) mask_bce 0.2775 (0.2480) mask_dice 0.8424 (0.8425) mem 21941MB +[2025-12-25 02:34:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][240/1573] eta 0:13:16 lr 0.000040 time 0.4200 (0.5973) loss 1332.2704 (1311.0482) grad_norm 311.4327 (255.2119) embed_mse 1331.1842 (1309.9581) mask_bce 0.2393 (0.2477) mask_dice 0.8470 (0.8423) mem 21941MB +[2025-12-25 02:34:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][250/1573] eta 0:13:01 lr 0.000040 time 0.4353 (0.5905) loss 1220.5786 (1310.2921) grad_norm 180.7079 (252.8085) embed_mse 1219.5132 (1309.2026) mask_bce 0.2151 (0.2472) mask_dice 0.8503 (0.8424) mem 21941MB +[2025-12-25 02:34:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][260/1573] eta 0:12:51 lr 0.000040 time 1.3686 (0.5879) loss 1289.5142 (1309.9728) grad_norm 196.9486 (251.0629) embed_mse 1288.4268 (1308.8835) mask_bce 0.2404 (0.2469) mask_dice 0.8470 (0.8424) mem 21941MB +[2025-12-25 02:34:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][270/1573] eta 0:12:38 lr 0.000039 time 0.4274 (0.5820) loss 1262.2017 (1309.7445) grad_norm 260.7357 (251.3560) embed_mse 1261.1035 (1308.6553) mask_bce 0.2844 (0.2465) mask_dice 0.8137 (0.8427) mem 21941MB +[2025-12-25 02:34:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][280/1573] eta 0:12:25 lr 0.000039 time 0.4234 (0.5765) loss 1336.6215 (1310.2514) grad_norm 158.7455 (251.3138) embed_mse 1335.5332 (1309.1623) mask_bce 0.2282 (0.2461) mask_dice 0.8600 (0.8430) mem 21941MB +[2025-12-25 02:34:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][290/1573] eta 0:12:28 lr 0.000039 time 0.4462 (0.5837) loss 1282.0488 (1310.4568) grad_norm 275.6859 (251.9908) embed_mse 1280.9464 (1309.3678) mask_bce 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INFO Train: [9/30][360/1573] eta 0:11:56 lr 0.000039 time 0.4192 (0.5905) loss 1314.5803 (1311.2541) grad_norm 357.2200 (254.6517) embed_mse 1313.4998 (1310.1646) mask_bce 0.2320 (0.2467) mask_dice 0.8486 (0.8428) mem 21941MB +[2025-12-25 02:35:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][370/1573] eta 0:11:45 lr 0.000039 time 0.4183 (0.5865) loss 1334.9307 (1311.1457) grad_norm 230.2774 (254.1218) embed_mse 1333.8038 (1310.0559) mask_bce 0.2737 (0.2472) mask_dice 0.8532 (0.8426) mem 21941MB +[2025-12-25 02:35:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][380/1573] eta 0:11:35 lr 0.000039 time 0.4441 (0.5833) loss 1286.1576 (1311.1704) grad_norm 202.4886 (253.0232) embed_mse 1285.0925 (1310.0806) mask_bce 0.2112 (0.2470) mask_dice 0.8538 (0.8427) mem 21941MB +[2025-12-25 02:35:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][390/1573] eta 0:11:32 lr 0.000039 time 0.4419 (0.5851) loss 1360.3740 (1311.1266) grad_norm 178.2162 (251.4648) embed_mse 1359.2910 (1310.0371) mask_bce 0.2197 (0.2465) mask_dice 0.8633 (0.8430) mem 21941MB +[2025-12-25 02:35:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][400/1573] eta 0:11:38 lr 0.000039 time 0.4205 (0.5954) loss 1388.7474 (1310.9391) grad_norm 168.3344 (248.4847) embed_mse 1387.6327 (1309.8497) mask_bce 0.2878 (0.2464) mask_dice 0.8269 (0.8430) mem 21941MB +[2025-12-25 02:35:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][410/1573] eta 0:11:36 lr 0.000039 time 0.4355 (0.5992) loss 1313.3170 (1311.2654) grad_norm 202.1988 (247.5772) embed_mse 1312.2573 (1310.1763) mask_bce 0.2258 (0.2459) mask_dice 0.8339 (0.8432) mem 21941MB +[2025-12-25 02:35:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][420/1573] eta 0:11:35 lr 0.000039 time 0.4199 (0.6029) loss 1262.3184 (1311.1176) grad_norm 333.0766 (249.2214) embed_mse 1261.2406 (1310.0285) mask_bce 0.2397 (0.2458) mask_dice 0.8382 (0.8433) mem 21941MB +[2025-12-25 02:36:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][430/1573] eta 0:11:36 lr 0.000039 time 4.5066 (0.6096) loss 1404.2100 (1310.5560) grad_norm 214.6116 (248.5684) embed_mse 1403.1096 (1309.4672) mask_bce 0.2581 (0.2458) mask_dice 0.8421 (0.8431) mem 21941MB +[2025-12-25 02:36:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][440/1573] eta 0:11:36 lr 0.000039 time 0.4159 (0.6147) loss 1275.2950 (1310.9463) grad_norm 616.8121 (256.0688) embed_mse 1274.2278 (1309.8575) mask_bce 0.2160 (0.2458) mask_dice 0.8514 (0.8430) mem 21941MB +[2025-12-25 02:36:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][450/1573] eta 0:11:25 lr 0.000039 time 0.4205 (0.6104) loss 1308.5706 (1310.7730) grad_norm 322.3557 (257.2525) embed_mse 1307.4857 (1309.6841) mask_bce 0.2436 (0.2459) mask_dice 0.8412 (0.8430) mem 21941MB +[2025-12-25 02:36:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][460/1573] eta 0:11:19 lr 0.000039 time 0.4392 (0.6105) loss 1278.7213 (1310.4230) grad_norm 220.7602 (256.6123) embed_mse 1277.6526 (1309.3344) mask_bce 0.2267 (0.2457) mask_dice 0.8421 (0.8429) mem 21941MB +[2025-12-25 02:36:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][470/1573] eta 0:11:15 lr 0.000039 time 0.4337 (0.6126) loss 1318.9041 (1310.3780) grad_norm 342.7332 (258.0971) embed_mse 1317.8358 (1309.2896) mask_bce 0.2125 (0.2453) mask_dice 0.8557 (0.8431) mem 21941MB +[2025-12-25 02:36:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][480/1573] eta 0:11:05 lr 0.000039 time 0.4167 (0.6086) loss 1293.4858 (1310.3531) grad_norm 248.5730 (257.9767) embed_mse 1292.3890 (1309.2648) mask_bce 0.2747 (0.2453) mask_dice 0.8221 (0.8430) mem 21941MB +[2025-12-25 02:36:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][490/1573] eta 0:11:06 lr 0.000039 time 0.4312 (0.6152) loss 1268.3802 (1310.2614) grad_norm 205.2153 (257.1118) embed_mse 1267.2839 (1309.1727) mask_bce 0.2917 (0.2456) mask_dice 0.8046 (0.8431) mem 21941MB +[2025-12-25 02:36:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][500/1573] eta 0:10:56 lr 0.000039 time 0.4170 (0.6114) loss 1366.6204 (1310.7280) grad_norm 291.2251 (257.6620) embed_mse 1365.5211 (1309.6391) mask_bce 0.2609 (0.2459) mask_dice 0.8384 (0.8430) mem 21941MB +[2025-12-25 02:36:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][510/1573] eta 0:10:46 lr 0.000039 time 0.4300 (0.6078) loss 1291.7061 (1310.9407) grad_norm 192.2646 (256.6239) embed_mse 1290.5798 (1309.8519) mask_bce 0.2758 (0.2457) mask_dice 0.8505 (0.8431) mem 21941MB +[2025-12-25 02:37:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][520/1573] eta 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grad_norm 187.4769 (258.1309) embed_mse 1307.0314 (1310.6830) mask_bce 0.2349 (0.2466) mask_dice 0.8501 (0.8429) mem 21941MB +[2025-12-25 02:37:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][560/1573] eta 0:10:17 lr 0.000039 time 0.4161 (0.6094) loss 1320.5425 (1311.9422) grad_norm 220.3925 (256.5956) embed_mse 1319.4648 (1310.8528) mask_bce 0.2438 (0.2465) mask_dice 0.8337 (0.8429) mem 21941MB +[2025-12-25 02:37:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][570/1573] eta 0:10:08 lr 0.000039 time 0.4175 (0.6069) loss 1328.3806 (1312.1405) grad_norm 183.5992 (255.5675) embed_mse 1327.3181 (1311.0510) mask_bce 0.2043 (0.2466) mask_dice 0.8582 (0.8429) mem 21941MB +[2025-12-25 02:37:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][580/1573] eta 0:10:08 lr 0.000039 time 0.4200 (0.6131) loss 1367.2108 (1312.4860) grad_norm 241.5233 (255.3725) embed_mse 1366.1451 (1311.3966) mask_bce 0.1911 (0.2463) mask_dice 0.8747 (0.8430) mem 21941MB +[2025-12-25 02:37:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][590/1573] eta 0:10:02 lr 0.000039 time 0.4196 (0.6131) loss 1301.2456 (1312.6830) grad_norm 189.2735 (254.4670) embed_mse 1300.1702 (1311.5927) mask_bce 0.2186 (0.2471) mask_dice 0.8569 (0.8432) mem 21941MB +[2025-12-25 02:37:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][600/1573] eta 0:09:53 lr 0.000039 time 0.4191 (0.6099) loss 1314.7654 (1312.8710) grad_norm 287.7151 (256.9192) embed_mse 1313.6573 (1311.7806) mask_bce 0.2786 (0.2473) mask_dice 0.8295 (0.8431) mem 21941MB +[2025-12-25 02:37:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][610/1573] eta 0:09:44 lr 0.000039 time 0.4165 (0.6071) loss 1315.9454 (1312.4938) grad_norm 309.2795 (257.6081) embed_mse 1314.8679 (1311.4034) mask_bce 0.2508 (0.2473) mask_dice 0.8266 (0.8432) mem 21941MB +[2025-12-25 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INFO Train: [9/30][650/1573] eta 0:09:27 lr 0.000039 time 0.4205 (0.6150) loss 1289.3186 (1312.7686) grad_norm 137.4740 (253.1531) embed_mse 1288.2474 (1311.6783) mask_bce 0.2194 (0.2471) mask_dice 0.8519 (0.8432) mem 21941MB +[2025-12-25 02:38:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][660/1573] eta 0:09:22 lr 0.000039 time 2.2073 (0.6165) loss 1339.4193 (1312.8399) grad_norm 242.5093 (253.0233) embed_mse 1338.3463 (1311.7496) mask_bce 0.2218 (0.2470) mask_dice 0.8511 (0.8432) mem 21941MB +[2025-12-25 02:38:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][670/1573] eta 0:09:16 lr 0.000039 time 0.4387 (0.6164) loss 1280.1638 (1312.6905) grad_norm 195.4480 (252.3296) embed_mse 1279.0476 (1311.6003) mask_bce 0.2993 (0.2469) mask_dice 0.8169 (0.8433) mem 21941MB +[2025-12-25 02:38:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][680/1573] eta 0:09:15 lr 0.000039 time 0.4143 (0.6221) loss 1329.1439 (1312.6941) grad_norm 260.9834 (251.8593) embed_mse 1328.0580 (1311.6041) mask_bce 0.2386 (0.2466) mask_dice 0.8474 (0.8433) mem 21941MB +[2025-12-25 02:38:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][690/1573] eta 0:09:07 lr 0.000039 time 0.4184 (0.6197) loss 1375.1730 (1313.0993) grad_norm 266.2944 (252.0271) embed_mse 1374.0941 (1312.0093) mask_bce 0.2408 (0.2467) mask_dice 0.8380 (0.8433) mem 21941MB +[2025-12-25 02:38:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][700/1573] eta 0:09:02 lr 0.000039 time 0.4213 (0.6212) loss 1256.3097 (1312.8361) grad_norm 343.3766 (253.0771) embed_mse 1255.2188 (1311.7463) mask_bce 0.2762 (0.2465) mask_dice 0.8147 (0.8433) mem 21941MB +[2025-12-25 02:39:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][710/1573] eta 0:08:53 lr 0.000039 time 0.4177 (0.6184) loss 1286.8040 (1312.9195) grad_norm 154.9008 (251.9615) embed_mse 1285.6536 (1311.8295) mask_bce 0.3176 (0.2466) mask_dice 0.8328 (0.8434) mem 21941MB +[2025-12-25 02:39:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][720/1573] eta 0:08:49 lr 0.000039 time 0.4223 (0.6212) loss 1326.0227 (1313.1407) grad_norm 242.9925 (254.6533) embed_mse 1324.9386 (1312.0507) mask_bce 0.2424 (0.2468) mask_dice 0.8417 (0.8433) mem 21941MB +[2025-12-25 02:39:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][730/1573] eta 0:08:41 lr 0.000039 time 0.4277 (0.6186) loss 1294.0171 (1313.1645) grad_norm 240.6460 (254.4994) embed_mse 1292.9247 (1312.0744) mask_bce 0.2589 (0.2466) mask_dice 0.8334 (0.8434) mem 21941MB +[2025-12-25 02:39:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][740/1573] eta 0:08:36 lr 0.000039 time 0.4236 (0.6202) loss 1360.1824 (1313.4967) grad_norm 302.4802 (255.0209) embed_mse 1359.0959 (1312.4067) mask_bce 0.2556 (0.2467) mask_dice 0.8308 (0.8433) mem 21941MB +[2025-12-25 02:39:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][750/1573] eta 0:08:34 lr 0.000039 time 0.4189 (0.6252) loss 1330.5923 (1313.6020) grad_norm 252.5839 (254.9947) embed_mse 1329.4863 (1312.5118) mask_bce 0.2950 (0.2470) mask_dice 0.8109 (0.8432) mem 21941MB +[2025-12-25 02:39:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][760/1573] eta 0:08:26 lr 0.000039 time 0.4164 (0.6226) loss 1299.8475 (1313.7086) grad_norm 269.0978 (255.1118) embed_mse 1298.7747 (1312.6185) mask_bce 0.2499 (0.2469) mask_dice 0.8230 (0.8432) mem 21941MB +[2025-12-25 02:39:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][770/1573] eta 0:08:21 lr 0.000039 time 0.4147 (0.6247) loss 1332.8215 (1313.6487) grad_norm 187.5602 (254.4082) embed_mse 1331.7877 (1312.5587) mask_bce 0.1740 (0.2468) mask_dice 0.8599 (0.8432) mem 21941MB +[2025-12-25 02:39:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][780/1573] eta 0:08:13 lr 0.000039 time 0.4457 (0.6222) loss 1320.0074 (1313.5998) grad_norm 288.6519 (254.7612) embed_mse 1318.9631 (1312.5101) mask_bce 0.1877 (0.2465) mask_dice 0.8565 (0.8432) mem 21941MB +[2025-12-25 02:39:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][790/1573] eta 0:08:07 lr 0.000039 time 0.4184 (0.6232) loss 1304.3793 (1313.7026) grad_norm 278.6479 (255.0049) embed_mse 1303.3085 (1312.6131) mask_bce 0.2227 (0.2463) mask_dice 0.8481 (0.8432) mem 21941MB +[2025-12-25 02:39:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][800/1573] eta 0:07:59 lr 0.000039 time 0.4144 (0.6206) loss 1329.6803 (1313.6455) grad_norm 259.4431 (254.6765) embed_mse 1328.5895 (1312.5559) mask_bce 0.2471 (0.2463) mask_dice 0.8437 (0.8432) mem 21941MB +[2025-12-25 02:40:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][810/1573] eta 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grad_norm 251.8433 (252.6594) embed_mse 1344.2709 (1312.1195) mask_bce 0.2572 (0.2463) mask_dice 0.8554 (0.8431) mem 21941MB +[2025-12-25 02:40:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][850/1573] eta 0:07:33 lr 0.000039 time 0.4176 (0.6278) loss 1373.5620 (1313.5101) grad_norm 214.0518 (252.2952) embed_mse 1372.4475 (1312.4208) mask_bce 0.2608 (0.2462) mask_dice 0.8538 (0.8432) mem 21941MB +[2025-12-25 02:40:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][860/1573] eta 0:07:25 lr 0.000039 time 0.4162 (0.6254) loss 1297.3043 (1313.5661) grad_norm 372.8896 (253.4223) embed_mse 1296.2268 (1312.4768) mask_bce 0.2253 (0.2462) mask_dice 0.8522 (0.8432) mem 21941MB +[2025-12-25 02:40:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][870/1573] eta 0:07:21 lr 0.000039 time 0.4169 (0.6276) loss 1353.0326 (1313.4417) grad_norm 227.1120 (253.1786) embed_mse 1351.9335 (1312.3523) mask_bce 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02:41:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][910/1573] eta 0:06:55 lr 0.000039 time 0.4201 (0.6263) loss 1370.1342 (1313.8653) grad_norm 307.9615 (252.3858) embed_mse 1369.0621 (1312.7761) mask_bce 0.2102 (0.2460) mask_dice 0.8618 (0.8432) mem 21941MB +[2025-12-25 02:41:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][920/1573] eta 0:06:50 lr 0.000039 time 0.4230 (0.6284) loss 1297.5861 (1314.0116) grad_norm 266.4982 (252.2921) embed_mse 1296.4764 (1312.9223) mask_bce 0.2853 (0.2460) mask_dice 0.8243 (0.8432) mem 21941MB +[2025-12-25 02:41:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][930/1573] eta 0:06:46 lr 0.000039 time 0.4171 (0.6325) loss 1326.1066 (1313.9281) grad_norm 170.6570 (251.5884) embed_mse 1325.0029 (1312.8389) mask_bce 0.2610 (0.2460) mask_dice 0.8426 (0.8432) mem 21941MB +[2025-12-25 02:41:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][940/1573] eta 0:06:39 lr 0.000039 time 0.4194 (0.6310) loss 1303.1207 (1314.0301) grad_norm 153.5119 (250.7502) embed_mse 1302.0557 (1312.9408) mask_bce 0.2210 (0.2462) mask_dice 0.8441 (0.8432) mem 21941MB +[2025-12-25 02:41:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][950/1573] eta 0:06:35 lr 0.000039 time 0.4203 (0.6343) loss 1272.2875 (1314.0177) grad_norm 216.2919 (250.4581) embed_mse 1271.2009 (1312.9283) mask_bce 0.2595 (0.2463) mask_dice 0.8270 (0.8431) mem 21941MB +[2025-12-25 02:41:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][960/1573] eta 0:06:29 lr 0.000039 time 0.4195 (0.6356) loss 1322.6364 (1313.9544) grad_norm 150.8686 (249.3238) embed_mse 1321.5511 (1312.8651) mask_bce 0.2493 (0.2462) mask_dice 0.8358 (0.8431) mem 21941MB +[2025-12-25 02:42:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][970/1573] eta 0:06:23 lr 0.000039 time 0.4583 (0.6363) loss 1273.0641 (1314.0484) grad_norm 346.7437 (250.1289) embed_mse 1271.9497 (1312.9589) mask_bce 0.2802 (0.2465) mask_dice 0.8340 (0.8430) mem 21941MB +[2025-12-25 02:42:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][980/1573] eta 0:06:17 lr 0.000039 time 0.4207 (0.6359) loss 1372.2941 (1314.1353) grad_norm 280.0978 (250.3745) embed_mse 1371.2148 (1313.0457) mask_bce 0.2122 (0.2466) mask_dice 0.8670 (0.8430) mem 21941MB +[2025-12-25 02:42:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][990/1573] eta 0:06:13 lr 0.000039 time 0.4549 (0.6410) loss 1366.7788 (1314.2322) grad_norm 217.7220 (250.1091) embed_mse 1365.7083 (1313.1425) mask_bce 0.2176 (0.2467) mask_dice 0.8529 (0.8430) mem 21941MB +[2025-12-25 02:42:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1000/1573] eta 0:06:06 lr 0.000038 time 0.4193 (0.6399) loss 1301.7230 (1314.2688) grad_norm 476.1044 (252.2529) embed_mse 1300.6317 (1313.1791) mask_bce 0.2511 (0.2468) mask_dice 0.8403 (0.8430) mem 21941MB +[2025-12-25 02:42:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1010/1573] eta 0:06:01 lr 0.000038 time 0.4200 (0.6424) loss 1298.5388 (1314.3116) grad_norm 191.4604 (251.7704) embed_mse 1297.4272 (1313.2219) mask_bce 0.2943 (0.2468) mask_dice 0.8172 (0.8430) mem 21941MB +[2025-12-25 02:42:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1020/1573] eta 0:05:54 lr 0.000038 time 0.4192 (0.6412) loss 1353.4572 (1314.4775) grad_norm 304.0335 (252.1819) embed_mse 1352.3439 (1313.3877) mask_bce 0.2582 (0.2468) mask_dice 0.8551 (0.8430) mem 21941MB +[2025-12-25 02:42:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1030/1573] eta 0:05:48 lr 0.000038 time 0.4194 (0.6418) loss 1356.1104 (1314.5696) grad_norm 280.8938 (252.4062) embed_mse 1355.0530 (1313.4799) mask_bce 0.2057 (0.2468) mask_dice 0.8517 (0.8430) mem 21941MB +[2025-12-25 02:42:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1040/1573] eta 0:05:43 lr 0.000038 time 0.4205 (0.6442) loss 1372.3619 (1314.5022) grad_norm 241.7389 (251.8024) embed_mse 1371.2852 (1313.4125) mask_bce 0.2150 (0.2468) mask_dice 0.8617 (0.8429) mem 21941MB +[2025-12-25 02:42:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1050/1573] eta 0:05:36 lr 0.000038 time 0.4197 (0.6429) loss 1288.4751 (1314.3854) grad_norm 367.3570 (252.6845) embed_mse 1287.3922 (1313.2957) mask_bce 0.2314 (0.2468) mask_dice 0.8514 (0.8429) mem 21941MB +[2025-12-25 02:43:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1060/1573] eta 0:05:29 lr 0.000038 time 0.4302 (0.6424) loss 1265.6302 (1314.3881) grad_norm 234.6543 (252.5479) embed_mse 1264.5326 (1313.2982) mask_bce 0.2543 (0.2470) mask_dice 0.8434 (0.8429) mem 21941MB +[2025-12-25 02:43:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1070/1573] eta 0:05:23 lr 0.000038 time 0.4201 (0.6427) loss 1285.2660 (1314.3142) grad_norm 283.5568 (252.7811) embed_mse 1284.1650 (1313.2241) mask_bce 0.2646 (0.2471) mask_dice 0.8364 (0.8429) mem 21941MB +[2025-12-25 02:43:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1080/1573] eta 0:05:15 lr 0.000038 time 0.4343 (0.6407) loss 1299.3868 (1314.1811) grad_norm 240.0016 (252.7150) embed_mse 1298.2861 (1313.0910) mask_bce 0.2555 (0.2471) mask_dice 0.8453 (0.8430) mem 21941MB +[2025-12-25 02:43:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1090/1573] eta 0:05:09 lr 0.000038 time 0.4234 (0.6416) loss 1286.8799 (1314.1845) grad_norm 353.0540 (253.4528) embed_mse 1285.7894 (1313.0945) mask_bce 0.2301 (0.2470) mask_dice 0.8604 (0.8430) mem 21941MB +[2025-12-25 02:43:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1100/1573] eta 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grad_norm 340.0358 (256.0489) embed_mse 1330.1783 (1312.6397) mask_bce 0.2473 (0.2465) mask_dice 0.8422 (0.8433) mem 21941MB +[2025-12-25 02:43:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1140/1573] eta 0:04:34 lr 0.000038 time 0.4196 (0.6345) loss 1292.3405 (1313.6737) grad_norm 228.5428 (255.8552) embed_mse 1291.2621 (1312.5839) mask_bce 0.2445 (0.2465) mask_dice 0.8339 (0.8433) mem 21941MB +[2025-12-25 02:43:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1150/1573] eta 0:04:28 lr 0.000038 time 0.4200 (0.6342) loss 1351.6584 (1313.6884) grad_norm 232.3681 (255.6910) embed_mse 1350.5935 (1312.5985) mask_bce 0.2206 (0.2465) mask_dice 0.8444 (0.8433) mem 21941MB +[2025-12-25 02:44:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1160/1573] eta 0:04:22 lr 0.000038 time 0.4192 (0.6351) loss 1254.0972 (1313.6214) grad_norm 272.8483 (255.4029) embed_mse 1253.0216 (1312.5316) mask_bce 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02:44:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1200/1573] eta 0:03:58 lr 0.000038 time 0.4308 (0.6389) loss 1225.0303 (1313.2760) grad_norm 250.5594 (256.8086) embed_mse 1223.9506 (1312.1859) mask_bce 0.2194 (0.2468) mask_dice 0.8603 (0.8433) mem 21941MB +[2025-12-25 02:44:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1210/1573] eta 0:03:52 lr 0.000038 time 0.4177 (0.6415) loss 1227.1755 (1313.3373) grad_norm 171.9880 (256.2469) embed_mse 1226.1077 (1312.2473) mask_bce 0.2287 (0.2468) mask_dice 0.8392 (0.8433) mem 21941MB +[2025-12-25 02:44:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1220/1573] eta 0:03:45 lr 0.000038 time 0.4371 (0.6397) loss 1305.3970 (1313.2939) grad_norm 278.8372 (256.3954) embed_mse 1304.2965 (1312.2039) mask_bce 0.2747 (0.2467) mask_dice 0.8258 (0.8433) mem 21941MB +[2025-12-25 02:44:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1230/1573] eta 0:03:39 lr 0.000038 time 0.4268 (0.6412) loss 1315.2883 (1313.3282) grad_norm 235.9993 (256.2621) embed_mse 1314.2054 (1312.2383) mask_bce 0.2470 (0.2466) mask_dice 0.8358 (0.8433) mem 21941MB +[2025-12-25 02:44:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1240/1573] eta 0:03:33 lr 0.000038 time 0.4185 (0.6421) loss 1311.8590 (1313.4684) grad_norm 146.8590 (255.2438) embed_mse 1310.7596 (1312.3786) mask_bce 0.2601 (0.2465) mask_dice 0.8392 (0.8433) mem 21941MB +[2025-12-25 02:45:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1250/1573] eta 0:03:28 lr 0.000038 time 0.4250 (0.6455) loss 1306.2373 (1313.4607) grad_norm 185.8022 (254.7987) embed_mse 1305.1852 (1312.3710) mask_bce 0.2055 (0.2465) mask_dice 0.8466 (0.8433) mem 21941MB +[2025-12-25 02:45:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1260/1573] eta 0:03:21 lr 0.000038 time 0.4278 (0.6443) loss 1289.9165 (1313.4602) grad_norm 225.2873 (254.6107) embed_mse 1288.8185 (1312.3705) mask_bce 0.2712 (0.2464) mask_dice 0.8268 (0.8433) mem 21941MB +[2025-12-25 02:45:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1270/1573] eta 0:03:15 lr 0.000038 time 0.4200 (0.6441) loss 1341.0463 (1313.3995) grad_norm 216.3618 (254.3686) embed_mse 1339.9382 (1312.3098) mask_bce 0.2847 (0.2464) mask_dice 0.8232 (0.8433) mem 21941MB +[2025-12-25 02:45:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1280/1573] eta 0:03:08 lr 0.000038 time 0.4214 (0.6433) loss 1307.6326 (1313.4499) grad_norm 232.5752 (254.3814) embed_mse 1306.5430 (1312.3603) mask_bce 0.2409 (0.2464) mask_dice 0.8487 (0.8433) mem 21941MB +[2025-12-25 02:45:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1290/1573] eta 0:03:03 lr 0.000038 time 0.4163 (0.6468) loss 1309.6639 (1313.6599) grad_norm 225.6444 (254.2029) embed_mse 1308.5571 (1312.5703) mask_bce 0.2829 (0.2464) mask_dice 0.8240 (0.8432) mem 21941MB +[2025-12-25 02:45:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1300/1573] eta 0:02:56 lr 0.000038 time 0.4218 (0.6461) loss 1358.7570 (1313.8263) grad_norm 238.4475 (254.1057) embed_mse 1357.6627 (1312.7366) mask_bce 0.2579 (0.2464) mask_dice 0.8363 (0.8432) mem 21941MB +[2025-12-25 02:45:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1310/1573] eta 0:02:50 lr 0.000038 time 0.4176 (0.6470) loss 1354.1544 (1313.6945) grad_norm 301.3428 (254.3955) embed_mse 1353.0499 (1312.6049) mask_bce 0.2780 (0.2465) mask_dice 0.8265 (0.8431) mem 21941MB +[2025-12-25 02:45:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1320/1573] eta 0:02:44 lr 0.000038 time 0.4269 (0.6488) loss 1356.9594 (1313.6429) grad_norm 156.8162 (254.0169) embed_mse 1355.8857 (1312.5532) mask_bce 0.2358 (0.2465) mask_dice 0.8378 (0.8431) mem 21941MB +[2025-12-25 02:46:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1330/1573] eta 0:02:37 lr 0.000038 time 0.4190 (0.6477) loss 1332.1235 (1313.6153) grad_norm 163.9285 (253.4742) embed_mse 1331.0359 (1312.5257) mask_bce 0.2412 (0.2463) mask_dice 0.8464 (0.8432) mem 21941MB +[2025-12-25 02:46:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1340/1573] eta 0:02:30 lr 0.000038 time 0.4201 (0.6479) loss 1333.3329 (1313.5032) grad_norm 294.2332 (253.7183) embed_mse 1332.2925 (1312.4139) mask_bce 0.1787 (0.2462) mask_dice 0.8617 (0.8432) mem 21941MB +[2025-12-25 02:46:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1350/1573] eta 0:02:24 lr 0.000038 time 0.4169 (0.6462) loss 1312.2920 (1313.5251) grad_norm 151.5297 (253.1100) embed_mse 1311.2234 (1312.4357) mask_bce 0.2013 (0.2462) mask_dice 0.8673 (0.8432) mem 21941MB +[2025-12-25 02:46:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1360/1573] eta 0:02:18 lr 0.000038 time 0.4205 (0.6480) loss 1339.8716 (1313.5731) grad_norm 216.5089 (252.7959) embed_mse 1338.7688 (1312.4838) mask_bce 0.2828 (0.2462) mask_dice 0.8200 (0.8432) mem 21941MB +[2025-12-25 02:46:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1370/1573] eta 0:02:11 lr 0.000038 time 0.4179 (0.6463) loss 1309.9166 (1313.6760) grad_norm 230.5478 (252.6658) embed_mse 1308.8282 (1312.5867) mask_bce 0.2613 (0.2462) mask_dice 0.8272 (0.8431) mem 21941MB +[2025-12-25 02:46:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1380/1573] eta 0:02:05 lr 0.000038 time 0.4148 (0.6507) loss 1280.6770 (1313.6611) grad_norm 298.8746 (252.9344) embed_mse 1279.6337 (1312.5718) mask_bce 0.1968 (0.2462) mask_dice 0.8466 (0.8431) mem 21941MB +[2025-12-25 02:46:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1390/1573] eta 0:01:59 lr 0.000038 time 0.4204 (0.6519) loss 1276.0480 (1313.5741) grad_norm 209.1594 (252.6814) embed_mse 1274.9689 (1312.4849) mask_bce 0.2389 (0.2461) mask_dice 0.8402 (0.8431) mem 21941MB +[2025-12-25 02:46:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1400/1573] eta 0:01:53 lr 0.000038 time 0.4193 (0.6545) loss 1238.2827 (1313.5924) grad_norm 217.0804 (252.2767) embed_mse 1237.2109 (1312.5031) mask_bce 0.2367 (0.2461) mask_dice 0.8351 (0.8431) mem 21941MB +[2025-12-25 02:47:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1410/1573] eta 0:01:46 lr 0.000038 time 0.4175 (0.6536) loss 1367.7756 (1313.6745) grad_norm 278.1122 (252.4236) embed_mse 1366.6499 (1312.5853) mask_bce 0.2839 (0.2460) mask_dice 0.8419 (0.8432) mem 21941MB +[2025-12-25 02:47:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1420/1573] eta 0:01:40 lr 0.000038 time 1.7771 (0.6543) loss 1345.9724 (1313.6842) grad_norm 211.0441 (252.1898) embed_mse 1344.8385 (1312.5950) mask_bce 0.3019 (0.2460) mask_dice 0.8321 (0.8432) mem 21941MB +[2025-12-25 02:47:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1430/1573] eta 0:01:33 lr 0.000038 time 0.4177 (0.6557) loss 1289.5326 (1313.6983) grad_norm 279.3580 (252.3424) embed_mse 1288.4843 (1312.6091) mask_bce 0.2121 (0.2460) mask_dice 0.8363 (0.8433) mem 21941MB +[2025-12-25 02:47:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1440/1573] eta 0:01:27 lr 0.000038 time 0.4195 (0.6578) loss 1325.0768 (1313.6782) grad_norm 355.0467 (252.6463) embed_mse 1324.0010 (1312.5890) mask_bce 0.2275 (0.2459) mask_dice 0.8482 (0.8433) mem 21941MB +[2025-12-25 02:47:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1450/1573] eta 0:01:20 lr 0.000038 time 0.4169 (0.6578) loss 1293.2982 (1313.7215) grad_norm 236.7962 (252.5587) embed_mse 1292.1973 (1312.6323) mask_bce 0.2469 (0.2460) mask_dice 0.8540 (0.8433) mem 21941MB +[2025-12-25 02:47:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1460/1573] eta 0:01:14 lr 0.000038 time 0.4189 (0.6588) loss 1347.4438 (1313.8507) grad_norm 219.0461 (252.3746) embed_mse 1346.3627 (1312.7615) mask_bce 0.2316 (0.2460) mask_dice 0.8495 (0.8433) mem 21941MB +[2025-12-25 02:47:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1470/1573] eta 0:01:07 lr 0.000038 time 0.4173 (0.6572) loss 1285.1875 (1313.8360) grad_norm 298.4727 (252.6265) embed_mse 1284.0955 (1312.7467) mask_bce 0.2610 (0.2460) mask_dice 0.8311 (0.8432) mem 21941MB +[2025-12-25 02:47:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1480/1573] eta 0:01:01 lr 0.000038 time 0.4231 (0.6564) loss 1281.1045 (1313.9274) grad_norm 203.6338 (252.2899) embed_mse 1280.0015 (1312.8381) mask_bce 0.2539 (0.2460) mask_dice 0.8491 (0.8432) mem 21941MB +[2025-12-25 02:48:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1490/1573] eta 0:00:54 lr 0.000038 time 0.4201 (0.6569) loss 1296.0366 (1313.9777) grad_norm 249.2645 (252.2736) embed_mse 1294.9751 (1312.8886) mask_bce 0.1945 (0.2459) mask_dice 0.8670 (0.8433) mem 21941MB +[2025-12-25 02:48:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1500/1573] eta 0:00:48 lr 0.000038 time 0.4231 (0.6591) loss 1278.6890 (1314.0252) grad_norm 290.2713 (252.4768) embed_mse 1277.6052 (1312.9360) mask_bce 0.2463 (0.2460) mask_dice 0.8374 (0.8432) mem 21941MB +[2025-12-25 02:48:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1510/1573] eta 0:00:41 lr 0.000038 time 0.4207 (0.6595) loss 1340.4010 (1314.0419) grad_norm 164.1073 (252.0067) embed_mse 1339.2998 (1312.9527) mask_bce 0.2658 (0.2459) mask_dice 0.8354 (0.8433) mem 21941MB +[2025-12-25 02:48:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1520/1573] eta 0:00:34 lr 0.000038 time 0.4249 (0.6585) loss 1285.7107 (1313.9102) grad_norm 200.3876 (252.1778) embed_mse 1284.6324 (1312.8209) mask_bce 0.2460 (0.2460) mask_dice 0.8323 (0.8432) mem 21941MB +[2025-12-25 02:48:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1530/1573] eta 0:00:28 lr 0.000038 time 0.4205 (0.6569) loss 1320.2203 (1313.9372) grad_norm 224.1594 (252.0311) embed_mse 1319.1627 (1312.8479) mask_bce 0.2046 (0.2461) mask_dice 0.8530 (0.8433) mem 21941MB +[2025-12-25 02:48:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1540/1573] eta 0:00:21 lr 0.000038 time 0.4196 (0.6560) loss 1317.3186 (1314.0346) grad_norm 275.9222 (252.1555) embed_mse 1316.2477 (1312.9453) mask_bce 0.2255 (0.2460) mask_dice 0.8454 (0.8433) mem 21941MB +[2025-12-25 02:48:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1550/1573] eta 0:00:15 lr 0.000038 time 0.4199 (0.6560) loss 1354.3590 (1314.0426) grad_norm 197.7237 (251.8735) embed_mse 1353.2401 (1312.9533) mask_bce 0.2805 (0.2460) mask_dice 0.8385 (0.8433) mem 21941MB +[2025-12-25 02:48:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1560/1573] eta 0:00:08 lr 0.000038 time 0.4196 (0.6571) loss 1328.9348 (1313.9341) grad_norm 212.6704 (251.7734) embed_mse 1327.8456 (1312.8448) mask_bce 0.2542 (0.2460) mask_dice 0.8351 (0.8433) mem 21941MB +[2025-12-25 02:48:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [9/30][1570/1573] eta 0:00:01 lr 0.000038 time 0.4177 (0.6573) loss 1304.1819 (1313.8448) grad_norm 172.9252 (251.3711) embed_mse 1303.0776 (1312.7556) mask_bce 0.2395 (0.2459) mask_dice 0.8648 (0.8433) mem 21941MB +[2025-12-25 02:48:56 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 9 training takes 0:17:13 +[2025-12-25 02:48:56 geometry_finetune_default] (utils.py 296): INFO output_geometry_finetune/es_rv_m/ckpt_epoch_9.pth saving...... +[2025-12-25 02:48:59 geometry_finetune_default] (utils.py 298): INFO output_geometry_finetune/es_rv_m/ckpt_epoch_9.pth saved !!! +[2025-12-25 02:49:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][0/1573] eta 2:54:09 lr 0.000038 time 6.6433 (6.6433) loss 1357.5081 (1357.5081) grad_norm 0.0000 (0.0000) embed_mse 1356.4238 (1356.4238) mask_bce 0.2414 (0.2414) mask_dice 0.8428 (0.8428) mem 21941MB +[2025-12-25 02:49:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][10/1573] eta 0:31:03 lr 0.000038 time 0.4325 (1.1924) loss 1259.8425 (1291.7275) grad_norm 266.7260 (266.7260) embed_mse 1258.7908 (1290.6506) mask_bce 0.2011 (0.2333) mask_dice 0.8505 (0.8437) mem 21941MB +[2025-12-25 02:49:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][20/1573] eta 0:22:20 lr 0.000038 time 0.4322 (0.8633) loss 1274.5532 (1298.9790) grad_norm 149.7733 (208.2496) embed_mse 1273.4902 (1297.9003) mask_bce 0.2165 (0.2353) mask_dice 0.8464 (0.8434) mem 21941MB +[2025-12-25 02:49:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][30/1573] eta 0:20:44 lr 0.000038 time 0.4265 (0.8067) loss 1324.0637 (1303.7570) grad_norm 153.5331 (190.0108) embed_mse 1322.9729 (1302.6776) mask_bce 0.2580 (0.2353) mask_dice 0.8327 (0.8442) mem 21941MB +[2025-12-25 02:49:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][40/1573] eta 0:18:29 lr 0.000038 time 0.4216 (0.7239) loss 1312.7697 (1302.5035) grad_norm 189.3960 (182.4997) embed_mse 1311.6932 (1301.4228) mask_bce 0.2351 (0.2366) mask_dice 0.8413 (0.8442) mem 21941MB +[2025-12-25 02:49:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][50/1573] eta 0:18:57 lr 0.000038 time 0.4444 (0.7467) loss 1377.8503 (1303.4237) grad_norm 174.7599 (181.2098) embed_mse 1376.7507 (1302.3426) mask_bce 0.2613 (0.2360) mask_dice 0.8383 (0.8451) mem 21941MB +[2025-12-25 02:49:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][60/1573] eta 0:18:46 lr 0.000038 time 0.4411 (0.7443) loss 1264.3823 (1299.5794) grad_norm 187.5816 (182.1200) embed_mse 1263.2981 (1298.4984) mask_bce 0.2649 (0.2368) mask_dice 0.8194 (0.8442) mem 21941MB +[2025-12-25 02:49:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][70/1573] eta 0:19:33 lr 0.000038 time 0.4217 (0.7810) loss 1320.2897 (1298.4992) grad_norm 230.6979 (188.1922) embed_mse 1319.2222 (1297.4169) mask_bce 0.2292 (0.2382) mask_dice 0.8383 (0.8441) mem 21941MB +[2025-12-25 02:49:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][80/1573] eta 0:18:33 lr 0.000038 time 0.4178 (0.7459) loss 1256.9805 (1298.6869) grad_norm 195.5320 (190.2316) embed_mse 1255.8927 (1297.6056) mask_bce 0.2411 (0.2368) mask_dice 0.8467 (0.8444) mem 21941MB +[2025-12-25 02:50:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][90/1573] eta 0:17:33 lr 0.000038 time 0.4307 (0.7106) loss 1262.3917 (1297.0480) grad_norm 185.4217 (189.7944) embed_mse 1261.3282 (1295.9661) mask_bce 0.2246 (0.2381) mask_dice 0.8389 (0.8438) mem 21941MB +[2025-12-25 02:50:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][100/1573] eta 0:17:26 lr 0.000038 time 2.4801 (0.7101) loss 1326.7942 (1299.5309) grad_norm 321.4034 (200.7618) embed_mse 1325.7493 (1298.4486) mask_bce 0.1954 (0.2386) mask_dice 0.8495 (0.8436) mem 21941MB +[2025-12-25 02:50:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][110/1573] eta 0:17:24 lr 0.000038 time 0.4449 (0.7137) loss 1338.6571 (1303.6159) grad_norm 210.7303 (201.5286) embed_mse 1337.5826 (1302.5328) mask_bce 0.2273 (0.2390) mask_dice 0.8472 (0.8441) mem 21941MB +[2025-12-25 02:50:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][120/1573] eta 0:17:04 lr 0.000038 time 0.4239 (0.7051) loss 1362.8140 (1304.0029) grad_norm 200.9151 (207.7338) embed_mse 1361.7169 (1302.9191) mask_bce 0.2495 (0.2396) mask_dice 0.8475 (0.8442) mem 21941MB +[2025-12-25 02:50:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][130/1573] eta 0:17:10 lr 0.000037 time 0.4285 (0.7143) loss 1367.6617 (1305.1290) grad_norm 197.4893 (207.0935) embed_mse 1366.5602 (1304.0454) mask_bce 0.2776 (0.2393) mask_dice 0.8240 (0.8443) mem 21941MB +[2025-12-25 02:50:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][140/1573] eta 0:16:34 lr 0.000037 time 0.4200 (0.6939) loss 1388.2279 (1306.5061) grad_norm 209.6868 (207.2460) embed_mse 1387.1211 (1305.4219) mask_bce 0.2891 (0.2403) mask_dice 0.8177 (0.8439) mem 21941MB +[2025-12-25 02:50:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][150/1573] eta 0:16:44 lr 0.000037 time 0.4206 (0.7056) loss 1311.9615 (1306.7733) grad_norm 260.2209 (210.1891) embed_mse 1310.8226 (1305.6892) mask_bce 0.3060 (0.2403) mask_dice 0.8328 (0.8438) mem 21941MB +[2025-12-25 02:50:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][160/1573] eta 0:16:42 lr 0.000037 time 0.4168 (0.7094) loss 1340.2604 (1307.2337) grad_norm 202.7352 (210.5590) embed_mse 1339.1996 (1306.1491) mask_bce 0.2207 (0.2408) mask_dice 0.8401 (0.8438) mem 21941MB +[2025-12-25 02:51:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][170/1573] eta 0:16:34 lr 0.000037 time 0.4292 (0.7086) loss 1299.5980 (1308.6395) grad_norm 247.1402 (212.3009) embed_mse 1298.5126 (1307.5547) mask_bce 0.2788 (0.2416) mask_dice 0.8066 (0.8432) mem 21941MB +[2025-12-25 02:51:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][180/1573] eta 0:16:05 lr 0.000037 time 0.4477 (0.6932) loss 1257.0969 (1309.2522) grad_norm 226.7537 (212.9579) embed_mse 1256.0355 (1308.1680) mask_bce 0.2151 (0.2409) mask_dice 0.8463 (0.8433) mem 21941MB +[2025-12-25 02:51:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][190/1573] eta 0:15:47 lr 0.000037 time 0.4203 (0.6850) loss 1350.7493 (1311.4022) grad_norm 348.2588 (218.8405) embed_mse 1349.6492 (1310.3173) mask_bce 0.2753 (0.2418) mask_dice 0.8248 (0.8431) mem 21941MB +[2025-12-25 02:51:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][200/1573] eta 0:15:36 lr 0.000037 time 0.4211 (0.6819) loss 1318.7396 (1311.8418) grad_norm 175.3800 (214.4613) embed_mse 1317.6765 (1310.7565) mask_bce 0.2268 (0.2418) mask_dice 0.8364 (0.8435) mem 21941MB +[2025-12-25 02:51:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][210/1573] eta 0:15:25 lr 0.000037 time 0.4283 (0.6788) loss 1310.5414 (1311.8650) grad_norm 182.3299 (213.2255) embed_mse 1309.4773 (1310.7789) mask_bce 0.2190 (0.2428) mask_dice 0.8451 (0.8433) mem 21941MB +[2025-12-25 02:51:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][220/1573] eta 0:15:09 lr 0.000037 time 0.4239 (0.6725) loss 1358.2120 (1312.1829) grad_norm 205.7039 (212.9469) embed_mse 1357.1445 (1311.0965) mask_bce 0.2196 (0.2432) mask_dice 0.8479 (0.8432) mem 21941MB +[2025-12-25 02:51:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][230/1573] eta 0:14:57 lr 0.000037 time 0.4217 (0.6682) loss 1290.3831 (1312.4327) grad_norm 411.5026 (220.0382) embed_mse 1289.3038 (1311.3465) mask_bce 0.2398 (0.2428) mask_dice 0.8395 (0.8434) mem 21941MB +[2025-12-25 02:51:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][240/1573] eta 0:14:57 lr 0.000037 time 0.4266 (0.6734) loss 1342.3926 (1312.2546) grad_norm 199.6713 (219.5757) embed_mse 1341.3022 (1311.1676) mask_bce 0.2593 (0.2436) mask_dice 0.8311 (0.8434) mem 21941MB +[2025-12-25 02:51:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][250/1573] eta 0:14:51 lr 0.000037 time 0.4509 (0.6741) loss 1277.5087 (1312.2267) grad_norm 247.5776 (220.4789) embed_mse 1276.3804 (1311.1398) mask_bce 0.3058 (0.2437) mask_dice 0.8225 (0.8432) mem 21941MB +[2025-12-25 02:51:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][260/1573] eta 0:14:49 lr 0.000037 time 0.4212 (0.6776) loss 1361.9243 (1312.4977) grad_norm 228.6833 (220.7353) embed_mse 1360.8076 (1311.4105) mask_bce 0.2946 (0.2440) mask_dice 0.8221 (0.8432) mem 21941MB +[2025-12-25 02:52:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][270/1573] eta 0:14:37 lr 0.000037 time 0.4310 (0.6733) loss 1310.1436 (1312.2024) grad_norm 249.8062 (221.6162) embed_mse 1308.9938 (1311.1149) mask_bce 0.3152 (0.2446) mask_dice 0.8346 (0.8429) mem 21941MB +[2025-12-25 02:52:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][280/1573] eta 0:14:24 lr 0.000037 time 0.4273 (0.6683) loss 1340.8258 (1312.7744) grad_norm 214.7812 (219.4721) embed_mse 1339.7295 (1311.6869) mask_bce 0.2444 (0.2445) mask_dice 0.8520 (0.8429) mem 21941MB +[2025-12-25 02:52:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][290/1573] eta 0:14:08 lr 0.000037 time 0.4335 (0.6610) loss 1301.3286 (1312.8014) grad_norm 238.3470 (219.9964) embed_mse 1300.2579 (1311.7143) mask_bce 0.2350 (0.2441) mask_dice 0.8357 (0.8429) mem 21941MB +[2025-12-25 02:52:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][300/1573] eta 0:13:52 lr 0.000037 time 0.4355 (0.6541) loss 1244.7750 (1312.6505) grad_norm 314.3510 (222.5465) embed_mse 1243.7028 (1311.5633) mask_bce 0.2490 (0.2447) mask_dice 0.8232 (0.8426) mem 21941MB +[2025-12-25 02:52:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][310/1573] eta 0:13:59 lr 0.000037 time 0.4189 (0.6651) loss 1349.2860 (1313.4998) grad_norm 307.2244 (224.7749) embed_mse 1348.2010 (1312.4126) mask_bce 0.2416 (0.2444) mask_dice 0.8434 (0.8428) mem 21941MB +[2025-12-25 02:52:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][320/1573] eta 0:13:53 lr 0.000037 time 0.4232 (0.6651) loss 1283.9362 (1314.0671) grad_norm 233.7418 (224.2253) embed_mse 1282.8319 (1312.9798) mask_bce 0.2586 (0.2446) mask_dice 0.8456 (0.8427) mem 21941MB +[2025-12-25 02:52:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][330/1573] eta 0:14:02 lr 0.000037 time 0.4223 (0.6779) loss 1278.7869 (1314.1729) grad_norm 206.0771 (223.7827) embed_mse 1277.6903 (1313.0857) mask_bce 0.2558 (0.2446) mask_dice 0.8407 (0.8426) mem 21941MB +[2025-12-25 02:52:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][340/1573] eta 0:13:46 lr 0.000037 time 0.4186 (0.6705) loss 1240.1157 (1313.9167) grad_norm 291.5056 (225.3951) embed_mse 1239.0289 (1312.8294) mask_bce 0.2435 (0.2445) mask_dice 0.8433 (0.8428) mem 21941MB +[2025-12-25 02:52:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][350/1573] eta 0:13:40 lr 0.000037 time 0.4244 (0.6711) loss 1250.9327 (1314.4871) grad_norm 243.5560 (225.8174) embed_mse 1249.8676 (1313.3998) mask_bce 0.2480 (0.2446) mask_dice 0.8173 (0.8428) mem 21941MB +[2025-12-25 02:53:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][360/1573] eta 0:13:43 lr 0.000037 time 3.8059 (0.6788) loss 1319.7639 (1314.4978) grad_norm 257.4367 (227.5345) embed_mse 1318.6910 (1313.4105) mask_bce 0.2288 (0.2443) mask_dice 0.8441 (0.8430) mem 21941MB +[2025-12-25 02:53:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][370/1573] eta 0:13:54 lr 0.000037 time 5.9550 (0.6940) loss 1406.9515 (1314.5059) grad_norm 247.9854 (227.9791) embed_mse 1405.8590 (1313.4189) mask_bce 0.2345 (0.2439) mask_dice 0.8580 (0.8431) mem 21941MB +[2025-12-25 02:53:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][380/1573] eta 0:13:41 lr 0.000037 time 0.4333 (0.6889) loss 1285.2560 (1314.2649) grad_norm 166.7148 (226.6756) embed_mse 1284.1552 (1313.1778) mask_bce 0.2928 (0.2441) mask_dice 0.8080 (0.8429) mem 21941MB +[2025-12-25 02:53:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][390/1573] eta 0:13:39 lr 0.000037 time 2.5625 (0.6924) loss 1282.5656 (1314.4391) grad_norm 195.7779 (226.0319) embed_mse 1281.4852 (1313.3518) mask_bce 0.2386 (0.2445) mask_dice 0.8417 (0.8428) mem 21941MB +[2025-12-25 02:53:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][400/1573] eta 0:13:26 lr 0.000037 time 0.4320 (0.6876) loss 1283.2498 (1314.7381) grad_norm 195.4067 (224.8752) embed_mse 1282.1899 (1313.6508) mask_bce 0.2209 (0.2446) mask_dice 0.8390 (0.8427) mem 21941MB +[2025-12-25 02:53:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][410/1573] eta 0:13:12 lr 0.000037 time 0.4274 (0.6815) loss 1293.3490 (1314.7966) grad_norm 273.5888 (225.8303) embed_mse 1292.2465 (1313.7089) mask_bce 0.2524 (0.2449) mask_dice 0.8502 (0.8428) mem 21941MB +[2025-12-25 02:53:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][420/1573] eta 0:13:08 lr 0.000037 time 0.4224 (0.6838) loss 1275.3584 (1314.6919) grad_norm 173.8577 (224.8309) embed_mse 1274.2887 (1313.6040) mask_bce 0.2312 (0.2450) mask_dice 0.8385 (0.8429) mem 21941MB +[2025-12-25 02:53:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][430/1573] eta 0:12:54 lr 0.000037 time 0.4186 (0.6778) loss 1390.1383 (1314.6700) grad_norm 212.0331 (224.5894) embed_mse 1389.0382 (1313.5822) mask_bce 0.2799 (0.2450) mask_dice 0.8202 (0.8428) mem 21941MB +[2025-12-25 02:53:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][440/1573] eta 0:12:44 lr 0.000037 time 0.4298 (0.6749) loss 1298.6504 (1314.8747) grad_norm 164.6664 (224.2141) embed_mse 1297.5607 (1313.7870) mask_bce 0.2669 (0.2449) mask_dice 0.8228 (0.8428) mem 21941MB +[2025-12-25 02:54:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][450/1573] eta 0:12:35 lr 0.000037 time 0.4270 (0.6724) loss 1322.4667 (1314.2408) grad_norm 269.7642 (225.0275) embed_mse 1321.4043 (1313.1530) mask_bce 0.2048 (0.2450) mask_dice 0.8576 (0.8429) mem 21941MB +[2025-12-25 02:54:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][460/1573] eta 0:12:42 lr 0.000037 time 0.4199 (0.6848) loss 1390.4434 (1314.4748) grad_norm 328.9504 (226.8507) embed_mse 1389.3368 (1313.3869) mask_bce 0.2561 (0.2449) mask_dice 0.8505 (0.8429) mem 21941MB +[2025-12-25 02:54:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][470/1573] eta 0:12:31 lr 0.000037 time 0.4234 (0.6813) loss 1328.6919 (1314.5705) grad_norm 233.1355 (226.9590) embed_mse 1327.6309 (1313.4827) mask_bce 0.2316 (0.2450) mask_dice 0.8294 (0.8428) mem 21941MB +[2025-12-25 02:54:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][480/1573] eta 0:12:20 lr 0.000037 time 0.4337 (0.6775) loss 1286.2318 (1314.5126) grad_norm 243.4376 (226.3117) embed_mse 1285.1390 (1313.4250) mask_bce 0.2349 (0.2448) mask_dice 0.8578 (0.8429) mem 21941MB +[2025-12-25 02:54:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][490/1573] eta 0:12:10 lr 0.000037 time 0.4214 (0.6747) loss 1323.7463 (1314.8835) grad_norm 296.5602 (227.4633) embed_mse 1322.6893 (1313.7959) mask_bce 0.2029 (0.2447) mask_dice 0.8541 (0.8429) mem 21941MB +[2025-12-25 02:54:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][500/1573] eta 0:12:08 lr 0.000037 time 0.4318 (0.6793) loss 1292.1237 (1314.6347) grad_norm 299.1661 (228.6198) embed_mse 1291.0812 (1313.5469) mask_bce 0.2058 (0.2448) mask_dice 0.8366 (0.8430) mem 21941MB +[2025-12-25 02:54:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][510/1573] eta 0:11:56 lr 0.000037 time 0.4423 (0.6742) loss 1300.3080 (1314.6620) grad_norm 410.8632 (231.5126) embed_mse 1299.2144 (1313.5743) mask_bce 0.2721 (0.2447) mask_dice 0.8216 (0.8430) mem 21941MB +[2025-12-25 02:54:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][520/1573] eta 0:11:56 lr 0.000037 time 0.4196 (0.6803) loss 1346.4094 (1314.7731) grad_norm 320.2716 (235.2956) embed_mse 1345.3151 (1313.6853) mask_bce 0.2767 (0.2448) mask_dice 0.8176 (0.8431) mem 21941MB +[2025-12-25 02:55:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][530/1573] eta 0:11:55 lr 0.000037 time 0.4224 (0.6858) loss 1294.7087 (1314.4986) grad_norm 154.0845 (234.0651) embed_mse 1293.6498 (1313.4111) mask_bce 0.1888 (0.2444) mask_dice 0.8701 (0.8431) mem 21941MB +[2025-12-25 02:55:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][540/1573] eta 0:12:00 lr 0.000037 time 0.4529 (0.6979) loss 1333.1748 (1315.0374) grad_norm 180.2660 (233.2621) embed_mse 1332.0823 (1313.9501) mask_bce 0.2744 (0.2441) mask_dice 0.8181 (0.8432) mem 21941MB +[2025-12-25 02:55:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][550/1573] eta 0:11:55 lr 0.000037 time 0.4213 (0.6990) loss 1358.1931 (1314.8618) grad_norm 308.5556 (234.3694) embed_mse 1357.0059 (1313.7743) mask_bce 0.3369 (0.2443) mask_dice 0.8503 (0.8432) mem 21941MB +[2025-12-25 02:55:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][560/1573] eta 0:11:44 lr 0.000037 time 0.4160 (0.6959) loss 1368.2858 (1315.0225) grad_norm 249.9372 (237.4088) embed_mse 1367.1820 (1313.9348) mask_bce 0.2584 (0.2443) mask_dice 0.8453 (0.8434) mem 21941MB +[2025-12-25 02:55:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][570/1573] eta 0:11:33 lr 0.000037 time 0.4166 (0.6911) loss 1294.2535 (1315.1828) grad_norm 351.4148 (239.0145) embed_mse 1293.2084 (1314.0953) mask_bce 0.1946 (0.2440) mask_dice 0.8506 (0.8435) mem 21941MB +[2025-12-25 02:55:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][580/1573] eta 0:11:29 lr 0.000037 time 0.4236 (0.6942) loss 1291.0100 (1314.9432) grad_norm 237.7076 (238.9963) embed_mse 1289.9313 (1313.8558) mask_bce 0.2202 (0.2440) mask_dice 0.8585 (0.8434) mem 21941MB +[2025-12-25 02:55:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][590/1573] eta 0:11:19 lr 0.000037 time 0.4193 (0.6918) loss 1280.7493 (1315.2229) grad_norm 171.3178 (238.0692) embed_mse 1279.6584 (1314.1353) mask_bce 0.2571 (0.2441) mask_dice 0.8337 (0.8435) mem 21941MB +[2025-12-25 02:55:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][600/1573] eta 0:11:14 lr 0.000037 time 0.4214 (0.6934) loss 1342.5562 (1314.8495) grad_norm 198.6497 (238.6181) embed_mse 1341.4388 (1313.7619) mask_bce 0.2948 (0.2441) mask_dice 0.8225 (0.8435) mem 21941MB +[2025-12-25 02:56:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][610/1573] eta 0:11:06 lr 0.000037 time 0.4201 (0.6921) loss 1302.1411 (1314.7088) grad_norm 264.8957 (238.9638) embed_mse 1301.0747 (1313.6212) mask_bce 0.2327 (0.2441) mask_dice 0.8336 (0.8434) mem 21941MB +[2025-12-25 02:56:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][620/1573] eta 0:10:57 lr 0.000037 time 0.4232 (0.6900) loss 1317.3444 (1314.3769) grad_norm 289.2795 (239.6173) embed_mse 1316.2877 (1313.2890) mask_bce 0.2230 (0.2445) mask_dice 0.8336 (0.8434) mem 21941MB +[2025-12-25 02:56:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][630/1573] eta 0:10:51 lr 0.000037 time 0.4177 (0.6904) loss 1312.0933 (1314.3354) grad_norm 442.9422 (242.2240) embed_mse 1310.9810 (1313.2475) mask_bce 0.2785 (0.2447) mask_dice 0.8338 (0.8432) mem 21941MB +[2025-12-25 02:56:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][640/1573] eta 0:10:44 lr 0.000037 time 0.4182 (0.6911) loss 1427.2937 (1314.5099) grad_norm 394.2079 (244.2466) embed_mse 1426.2123 (1313.4221) mask_bce 0.2288 (0.2446) mask_dice 0.8527 (0.8431) mem 21941MB +[2025-12-25 02:56:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][650/1573] eta 0:10:38 lr 0.000037 time 0.4201 (0.6918) loss 1353.4358 (1314.6807) grad_norm 420.7166 (246.4252) embed_mse 1352.3599 (1313.5931) mask_bce 0.2430 (0.2445) mask_dice 0.8329 (0.8431) mem 21941MB +[2025-12-25 02:56:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][660/1573] eta 0:10:31 lr 0.000037 time 0.4238 (0.6919) loss 1389.6403 (1314.9791) grad_norm 253.1322 (246.5070) embed_mse 1388.5555 (1313.8916) mask_bce 0.2502 (0.2444) mask_dice 0.8345 (0.8431) mem 21941MB +[2025-12-25 02:56:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][670/1573] eta 0:10:23 lr 0.000037 time 0.4195 (0.6902) loss 1305.8445 (1314.8924) grad_norm 255.5754 (246.6163) embed_mse 1304.7748 (1313.8047) mask_bce 0.2071 (0.2445) mask_dice 0.8625 (0.8431) mem 21941MB +[2025-12-25 02:56:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][680/1573] eta 0:10:16 lr 0.000037 time 0.4218 (0.6901) loss 1386.9091 (1314.9879) grad_norm 210.6158 (246.1085) embed_mse 1385.8354 (1313.9003) mask_bce 0.2206 (0.2445) mask_dice 0.8531 (0.8431) mem 21941MB +[2025-12-25 02:56:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][690/1573] eta 0:10:06 lr 0.000037 time 0.4219 (0.6872) loss 1348.1621 (1315.1256) grad_norm 150.9420 (245.0019) embed_mse 1347.1147 (1314.0379) mask_bce 0.1960 (0.2445) mask_dice 0.8514 (0.8431) mem 21941MB +[2025-12-25 02:57:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][700/1573] eta 0:10:02 lr 0.000037 time 0.4201 (0.6906) loss 1335.7390 (1315.2531) grad_norm 419.8292 (247.0114) embed_mse 1334.6448 (1314.1654) mask_bce 0.2649 (0.2446) mask_dice 0.8293 (0.8431) mem 21941MB +[2025-12-25 02:57:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][710/1573] eta 0:09:57 lr 0.000037 time 0.4168 (0.6922) loss 1291.4160 (1314.9745) grad_norm 277.1472 (247.3538) embed_mse 1290.3469 (1313.8870) mask_bce 0.2236 (0.2444) mask_dice 0.8455 (0.8432) mem 21941MB +[2025-12-25 02:57:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][720/1573] eta 0:09:47 lr 0.000037 time 0.4189 (0.6886) loss 1295.8394 (1315.0148) grad_norm 180.1444 (247.2583) embed_mse 1294.7881 (1313.9270) mask_bce 0.1983 (0.2445) mask_dice 0.8530 (0.8432) mem 21941MB +[2025-12-25 02:57:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO 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loss 1345.0004 (1315.3454) grad_norm 227.1832 (245.5148) embed_mse 1343.9497 (1314.2574) mask_bce 0.1994 (0.2450) mask_dice 0.8512 (0.8430) mem 21941MB +[2025-12-25 02:57:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][770/1573] eta 0:09:12 lr 0.000037 time 0.4181 (0.6876) loss 1276.2578 (1315.2959) grad_norm 276.7875 (245.8406) embed_mse 1275.1498 (1314.2078) mask_bce 0.2771 (0.2449) mask_dice 0.8309 (0.8431) mem 21941MB +[2025-12-25 02:57:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][780/1573] eta 0:09:02 lr 0.000037 time 0.4221 (0.6841) loss 1271.6566 (1315.0701) grad_norm 176.2305 (245.1229) embed_mse 1270.5454 (1313.9820) mask_bce 0.2746 (0.2450) mask_dice 0.8365 (0.8431) mem 21941MB +[2025-12-25 02:58:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][790/1573] eta 0:08:58 lr 0.000037 time 0.4515 (0.6873) loss 1215.3462 (1314.9861) grad_norm 176.1563 (244.4192) embed_mse 1214.2290 (1313.8981) mask_bce 0.2812 (0.2450) mask_dice 0.8360 (0.8431) mem 21941MB +[2025-12-25 02:58:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][800/1573] eta 0:08:53 lr 0.000037 time 0.4172 (0.6902) loss 1362.4919 (1315.0593) grad_norm 311.3431 (244.1682) embed_mse 1361.4132 (1313.9714) mask_bce 0.2334 (0.2449) mask_dice 0.8453 (0.8431) mem 21941MB +[2025-12-25 02:58:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][810/1573] eta 0:08:44 lr 0.000037 time 0.4183 (0.6870) loss 1337.0400 (1315.0413) grad_norm 259.1958 (244.3169) embed_mse 1335.9489 (1313.9533) mask_bce 0.2539 (0.2449) mask_dice 0.8373 (0.8431) mem 21941MB +[2025-12-25 02:58:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][820/1573] eta 0:08:39 lr 0.000037 time 4.1480 (0.6893) loss 1308.6859 (1315.1741) grad_norm 209.2172 (243.9728) embed_mse 1307.6035 (1314.0862) mask_bce 0.2377 (0.2449) mask_dice 0.8446 (0.8430) mem 21941MB +[2025-12-25 02:58:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][830/1573] eta 0:08:31 lr 0.000036 time 2.6285 (0.6887) loss 1286.5289 (1314.9600) grad_norm 383.8976 (245.3313) embed_mse 1285.4327 (1313.8721) mask_bce 0.2633 (0.2449) mask_dice 0.8328 (0.8430) mem 21941MB +[2025-12-25 02:58:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][840/1573] eta 0:08:22 lr 0.000036 time 0.4285 (0.6856) loss 1324.4955 (1314.8107) grad_norm 141.9518 (244.4225) embed_mse 1323.4175 (1313.7229) mask_bce 0.2224 (0.2448) mask_dice 0.8556 (0.8430) mem 21941MB +[2025-12-25 02:58:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][850/1573] eta 0:08:13 lr 0.000036 time 0.4177 (0.6826) loss 1260.2953 (1314.6310) grad_norm 190.1334 (243.9103) embed_mse 1259.2365 (1313.5432) mask_bce 0.2089 (0.2449) mask_dice 0.8500 (0.8430) mem 21941MB +[2025-12-25 02:58:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][860/1573] eta 0:08:07 lr 0.000036 time 0.4232 (0.6836) loss 1295.3434 (1314.5991) grad_norm 158.4901 (243.1120) embed_mse 1294.2710 (1313.5111) mask_bce 0.2464 (0.2450) mask_dice 0.8261 (0.8429) mem 21941MB +[2025-12-25 02:58:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][870/1573] eta 0:07:59 lr 0.000036 time 1.1048 (0.6815) loss 1265.6624 (1314.5021) grad_norm 239.5853 (243.0793) embed_mse 1264.5613 (1313.4141) mask_bce 0.2678 (0.2451) mask_dice 0.8334 (0.8429) mem 21941MB +[2025-12-25 02:59:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][880/1573] eta 0:07:53 lr 0.000036 time 0.4175 (0.6837) loss 1266.3518 (1314.4123) grad_norm 185.0706 (243.2447) embed_mse 1265.2712 (1313.3243) mask_bce 0.2596 (0.2451) mask_dice 0.8211 (0.8429) mem 21941MB +[2025-12-25 02:59:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][890/1573] eta 0:07:47 lr 0.000036 time 0.4192 (0.6838) loss 1340.6429 (1314.4051) grad_norm 271.9518 (243.5033) embed_mse 1339.5708 (1313.3170) mask_bce 0.2193 (0.2452) mask_dice 0.8529 (0.8429) mem 21941MB +[2025-12-25 02:59:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][900/1573] eta 0:07:41 lr 0.000036 time 0.4179 (0.6857) loss 1326.6957 (1314.3130) grad_norm 183.0406 (242.9635) embed_mse 1325.6260 (1313.2249) mask_bce 0.2165 (0.2453) mask_dice 0.8531 (0.8428) mem 21941MB +[2025-12-25 02:59:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][910/1573] eta 0:07:33 lr 0.000036 time 0.4221 (0.6844) loss 1314.1208 (1314.4623) grad_norm 191.1047 (242.5046) embed_mse 1313.0421 (1313.3740) mask_bce 0.2159 (0.2455) mask_dice 0.8629 (0.8429) mem 21941MB +[2025-12-25 02:59:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][920/1573] eta 0:07:25 lr 0.000036 time 0.4191 (0.6827) loss 1301.4708 (1314.3960) grad_norm 241.1667 (242.5232) embed_mse 1300.4177 (1313.3077) mask_bce 0.1935 (0.2454) mask_dice 0.8597 (0.8429) mem 21941MB +[2025-12-25 02:59:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][930/1573] eta 0:07:20 lr 0.000036 time 0.4214 (0.6843) loss 1336.0676 (1314.5710) grad_norm 279.8934 (242.8453) embed_mse 1334.9564 (1313.4827) mask_bce 0.2729 (0.2455) mask_dice 0.8383 (0.8429) mem 21941MB +[2025-12-25 02:59:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][940/1573] eta 0:07:12 lr 0.000036 time 0.4193 (0.6827) loss 1298.2715 (1314.7882) grad_norm 263.0284 (243.0179) embed_mse 1297.1881 (1313.6998) mask_bce 0.2410 (0.2455) mask_dice 0.8424 (0.8428) mem 21941MB +[2025-12-25 02:59:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][950/1573] eta 0:07:04 lr 0.000036 time 0.4231 (0.6819) loss 1333.8441 (1314.7078) grad_norm 232.2007 (242.9262) embed_mse 1332.7618 (1313.6194) mask_bce 0.2282 (0.2456) mask_dice 0.8541 (0.8428) mem 21941MB +[2025-12-25 02:59:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][960/1573] eta 0:06:57 lr 0.000036 time 0.4216 (0.6807) loss 1353.8354 (1314.7411) grad_norm 303.2461 (243.1359) embed_mse 1352.7418 (1313.6528) mask_bce 0.2348 (0.2455) mask_dice 0.8588 (0.8428) mem 21941MB +[2025-12-25 03:00:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][970/1573] eta 0:06:50 lr 0.000036 time 2.8885 (0.6809) loss 1389.5134 (1314.7635) grad_norm 395.6495 (244.3963) embed_mse 1388.3678 (1313.6749) mask_bce 0.3282 (0.2458) mask_dice 0.8175 (0.8428) mem 21941MB +[2025-12-25 03:00:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][980/1573] eta 0:06:45 lr 0.000036 time 0.4351 (0.6844) loss 1266.3208 (1314.9072) grad_norm 216.0457 (244.1639) embed_mse 1265.2257 (1313.8186) mask_bce 0.2665 (0.2458) mask_dice 0.8286 (0.8428) mem 21941MB +[2025-12-25 03:00:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][990/1573] eta 0:06:40 lr 0.000036 time 0.4168 (0.6868) loss 1295.0099 (1314.7653) grad_norm 273.5139 (244.4025) embed_mse 1293.9586 (1313.6769) mask_bce 0.1981 (0.2456) mask_dice 0.8531 (0.8428) mem 21941MB +[2025-12-25 03:00:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1000/1573] eta 0:06:34 lr 0.000036 time 0.4164 (0.6880) loss 1312.1619 (1314.7312) grad_norm 157.4232 (243.4855) embed_mse 1311.0347 (1313.6427) mask_bce 0.2906 (0.2457) mask_dice 0.8366 (0.8428) mem 21941MB +[2025-12-25 03:00:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1010/1573] eta 0:06:25 lr 0.000036 time 0.4209 (0.6854) loss 1293.0507 (1314.5528) grad_norm 182.8399 (243.0042) embed_mse 1291.8352 (1313.4641) mask_bce 0.3767 (0.2460) mask_dice 0.8387 (0.8428) mem 21941MB +[2025-12-25 03:00:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1020/1573] eta 0:06:20 lr 0.000036 time 1.4118 (0.6873) loss 1293.1091 (1314.5492) grad_norm 194.3529 (242.6211) embed_mse 1291.9955 (1313.4605) mask_bce 0.2904 (0.2458) mask_dice 0.8232 (0.8428) mem 21941MB +[2025-12-25 03:00:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1030/1573] eta 0:06:11 lr 0.000036 time 0.4150 (0.6848) loss 1284.8198 (1314.3939) grad_norm 166.9009 (242.0296) embed_mse 1283.7587 (1313.3053) mask_bce 0.2187 (0.2458) mask_dice 0.8425 (0.8428) mem 21941MB +[2025-12-25 03:00:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1040/1573] eta 0:06:05 lr 0.000036 time 1.7336 (0.6851) loss 1379.6667 (1314.5436) grad_norm 169.3906 (241.6938) embed_mse 1378.5859 (1313.4550) mask_bce 0.2093 (0.2458) mask_dice 0.8714 (0.8428) mem 21941MB +[2025-12-25 03:00:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1050/1573] eta 0:05:58 lr 0.000036 time 0.4192 (0.6850) loss 1339.9818 (1314.6700) grad_norm 232.1779 (241.6212) embed_mse 1338.8142 (1313.5813) mask_bce 0.3462 (0.2459) mask_dice 0.8214 (0.8428) mem 21941MB +[2025-12-25 03:01:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1060/1573] eta 0:05:51 lr 0.000036 time 0.4335 (0.6854) loss 1352.0179 (1314.7059) grad_norm 200.0874 (241.3066) embed_mse 1350.9735 (1313.6172) mask_bce 0.1887 (0.2459) mask_dice 0.8557 (0.8428) mem 21941MB +[2025-12-25 03:01:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1070/1573] eta 0:05:45 lr 0.000036 time 0.4171 (0.6863) loss 1305.8724 (1314.7216) grad_norm 256.0879 (241.4177) embed_mse 1304.7231 (1313.6329) mask_bce 0.3043 (0.2458) mask_dice 0.8450 (0.8428) mem 21941MB +[2025-12-25 03:01:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1080/1573] eta 0:05:37 lr 0.000036 time 0.4163 (0.6854) loss 1328.7050 (1314.6817) grad_norm 255.9514 (241.4185) embed_mse 1327.6385 (1313.5930) mask_bce 0.2094 (0.2459) mask_dice 0.8570 (0.8428) mem 21941MB +[2025-12-25 03:01:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1090/1573] eta 0:05:30 lr 0.000036 time 0.4481 (0.6840) loss 1306.8750 (1314.5525) grad_norm 230.2614 (241.3365) embed_mse 1305.7881 (1313.4640) mask_bce 0.2516 (0.2457) mask_dice 0.8353 (0.8428) mem 21941MB +[2025-12-25 03:01:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1100/1573] eta 0:05:24 lr 0.000036 time 0.4174 (0.6866) loss 1261.7012 (1314.4739) grad_norm 205.4392 (241.0744) embed_mse 1260.6250 (1313.3855) mask_bce 0.2328 (0.2456) mask_dice 0.8434 (0.8428) mem 21941MB +[2025-12-25 03:01:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1110/1573] eta 0:05:17 lr 0.000036 time 0.4200 (0.6865) loss 1299.3141 (1314.4543) grad_norm 202.9076 (240.7978) embed_mse 1298.2357 (1313.3658) mask_bce 0.2310 (0.2457) mask_dice 0.8474 (0.8428) mem 21941MB +[2025-12-25 03:01:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1120/1573] eta 0:05:11 lr 0.000036 time 0.4171 (0.6877) loss 1229.2446 (1314.3864) grad_norm 212.1262 (240.2176) embed_mse 1228.1884 (1313.2979) mask_bce 0.2286 (0.2457) mask_dice 0.8278 (0.8428) mem 21941MB +[2025-12-25 03:01:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1130/1573] eta 0:05:03 lr 0.000036 time 0.4169 (0.6854) loss 1338.9304 (1314.4622) grad_norm 218.4270 (240.0631) embed_mse 1337.8699 (1313.3738) mask_bce 0.2278 (0.2456) mask_dice 0.8328 (0.8428) mem 21941MB +[2025-12-25 03:01:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1140/1573] eta 0:04:55 lr 0.000036 time 0.4160 (0.6830) loss 1318.7770 (1314.4183) grad_norm 376.0116 (241.0205) embed_mse 1317.7098 (1313.3298) mask_bce 0.2266 (0.2456) mask_dice 0.8406 (0.8429) mem 21941MB +[2025-12-25 03:02:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1150/1573] eta 0:04:48 lr 0.000036 time 0.4197 (0.6812) loss 1300.1826 (1314.4281) grad_norm 251.3799 (241.0929) embed_mse 1299.1311 (1313.3397) mask_bce 0.1891 (0.2454) mask_dice 0.8624 (0.8429) mem 21941MB +[2025-12-25 03:02:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1160/1573] eta 0:04:40 lr 0.000036 time 0.4182 (0.6790) loss 1308.1460 (1314.4823) grad_norm 183.9639 (240.5875) embed_mse 1307.0818 (1313.3940) mask_bce 0.2103 (0.2455) mask_dice 0.8539 (0.8428) mem 21941MB +[2025-12-25 03:02:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1170/1573] eta 0:04:33 lr 0.000036 time 0.4176 (0.6782) loss 1338.8940 (1314.4347) grad_norm 190.3878 (240.2437) embed_mse 1337.8295 (1313.3464) mask_bce 0.2181 (0.2454) mask_dice 0.8465 (0.8429) mem 21941MB +[2025-12-25 03:02:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1180/1573] eta 0:04:26 lr 0.000036 time 0.4175 (0.6790) loss 1278.1583 (1314.3066) grad_norm 197.0423 (239.9498) embed_mse 1277.0747 (1313.2185) mask_bce 0.2697 (0.2452) mask_dice 0.8139 (0.8430) mem 21941MB +[2025-12-25 03:02:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1190/1573] eta 0:04:19 lr 0.000036 time 0.4190 (0.6768) loss 1339.2357 (1314.3450) grad_norm 148.9712 (239.3351) embed_mse 1338.1547 (1313.2567) mask_bce 0.2664 (0.2453) mask_dice 0.8147 (0.8429) mem 21941MB +[2025-12-25 03:02:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1200/1573] eta 0:04:12 lr 0.000036 time 3.2029 (0.6770) loss 1394.1449 (1314.4721) grad_norm 266.3930 (239.4274) embed_mse 1393.0635 (1313.3838) mask_bce 0.2077 (0.2452) mask_dice 0.8738 (0.8430) mem 21941MB +[2025-12-25 03:02:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1210/1573] eta 0:04:05 lr 0.000036 time 0.4170 (0.6772) loss 1308.3405 (1314.3065) grad_norm 195.2877 (239.1351) embed_mse 1307.2307 (1313.2183) mask_bce 0.3062 (0.2451) mask_dice 0.8036 (0.8430) mem 21941MB +[2025-12-25 03:02:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1220/1573] eta 0:03:58 lr 0.000036 time 0.4249 (0.6756) loss 1258.7906 (1314.0761) grad_norm 234.5873 (239.1051) embed_mse 1257.7150 (1312.9880) mask_bce 0.2494 (0.2452) mask_dice 0.8263 (0.8429) mem 21941MB +[2025-12-25 03:02:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1230/1573] eta 0:03:51 lr 0.000036 time 0.4193 (0.6735) loss 1321.0072 (1314.1337) grad_norm 298.3046 (239.4921) embed_mse 1319.9351 (1313.0455) mask_bce 0.2240 (0.2453) mask_dice 0.8481 (0.8429) mem 21941MB +[2025-12-25 03:02:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1240/1573] eta 0:03:43 lr 0.000036 time 0.4203 (0.6726) loss 1312.7264 (1314.0093) grad_norm 341.0513 (241.1057) embed_mse 1311.6366 (1312.9212) mask_bce 0.2420 (0.2451) mask_dice 0.8478 (0.8429) mem 21941MB +[2025-12-25 03:03:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1250/1573] eta 0:03:37 lr 0.000036 time 0.4189 (0.6725) loss 1384.8696 (1313.8495) grad_norm 190.3976 (240.7806) embed_mse 1383.7570 (1312.7614) mask_bce 0.2795 (0.2452) mask_dice 0.8333 (0.8429) mem 21941MB +[2025-12-25 03:03:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1260/1573] eta 0:03:29 lr 0.000036 time 0.4193 (0.6705) loss 1322.8805 (1313.7922) grad_norm 187.3108 (240.4401) embed_mse 1321.8296 (1312.7042) mask_bce 0.2105 (0.2452) mask_dice 0.8404 (0.8428) mem 21941MB +[2025-12-25 03:03:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1270/1573] eta 0:03:22 lr 0.000036 time 0.4193 (0.6690) loss 1288.1970 (1313.8598) grad_norm 234.3186 (240.4013) embed_mse 1287.1377 (1312.7718) mask_bce 0.2306 (0.2453) mask_dice 0.8288 (0.8428) mem 21941MB +[2025-12-25 03:03:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1280/1573] eta 0:03:15 lr 0.000036 time 0.4224 (0.6681) loss 1354.4905 (1313.9562) grad_norm 282.6054 (241.3044) embed_mse 1353.4139 (1312.8682) mask_bce 0.2209 (0.2452) mask_dice 0.8556 (0.8428) mem 21941MB +[2025-12-25 03:03:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1290/1573] eta 0:03:08 lr 0.000036 time 0.4229 (0.6667) loss 1320.1110 (1313.9481) grad_norm 180.8400 (240.9289) embed_mse 1319.0687 (1312.8602) mask_bce 0.1883 (0.2451) mask_dice 0.8540 (0.8428) mem 21941MB +[2025-12-25 03:03:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1300/1573] eta 0:03:01 lr 0.000036 time 0.4215 (0.6648) loss 1308.8820 (1313.8277) grad_norm 207.2303 (240.7209) embed_mse 1307.7858 (1312.7398) mask_bce 0.2603 (0.2452) mask_dice 0.8358 (0.8428) mem 21941MB +[2025-12-25 03:03:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1310/1573] eta 0:02:55 lr 0.000036 time 0.4192 (0.6665) loss 1316.6959 (1313.8187) grad_norm 209.3788 (240.5286) embed_mse 1315.5968 (1312.7308) mask_bce 0.2610 (0.2451) mask_dice 0.8380 (0.8428) mem 21941MB +[2025-12-25 03:03:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1320/1573] eta 0:02:48 lr 0.000036 time 0.4324 (0.6655) loss 1299.1978 (1313.8646) grad_norm 314.2666 (241.7809) embed_mse 1298.1102 (1312.7765) mask_bce 0.2602 (0.2453) mask_dice 0.8272 (0.8427) mem 21941MB +[2025-12-25 03:03:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1330/1573] eta 0:02:41 lr 0.000036 time 0.4174 (0.6638) loss 1347.9052 (1313.8455) grad_norm 206.2715 (241.5670) embed_mse 1346.8195 (1312.7575) mask_bce 0.2517 (0.2453) mask_dice 0.8340 (0.8427) mem 21941MB +[2025-12-25 03:03:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1340/1573] eta 0:02:34 lr 0.000036 time 0.4193 (0.6644) loss 1301.4111 (1313.9874) grad_norm 165.1846 (241.1096) embed_mse 1300.3281 (1312.8994) mask_bce 0.2723 (0.2453) mask_dice 0.8107 (0.8427) mem 21941MB +[2025-12-25 03:03:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1350/1573] eta 0:02:28 lr 0.000036 time 2.6614 (0.6643) loss 1322.4445 (1313.9549) grad_norm 326.4461 (241.6175) embed_mse 1321.1967 (1312.8668) mask_bce 0.3868 (0.2454) mask_dice 0.8611 (0.8427) mem 21941MB +[2025-12-25 03:04:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1360/1573] eta 0:02:21 lr 0.000036 time 1.1327 (0.6635) loss 1304.2780 (1313.8774) grad_norm 314.2664 (242.5240) embed_mse 1303.1768 (1312.7894) mask_bce 0.2647 (0.2454) mask_dice 0.8365 (0.8427) mem 21941MB +[2025-12-25 03:04:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1370/1573] eta 0:02:14 lr 0.000036 time 0.4174 (0.6624) loss 1360.6476 (1313.8755) grad_norm 186.7376 (242.1977) embed_mse 1359.5696 (1312.7875) mask_bce 0.2194 (0.2453) mask_dice 0.8585 (0.8427) mem 21941MB +[2025-12-25 03:04:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1380/1573] eta 0:02:08 lr 0.000036 time 0.4626 (0.6635) loss 1352.8102 (1314.0177) grad_norm 181.3143 (241.8438) embed_mse 1351.7028 (1312.9297) mask_bce 0.2654 (0.2453) mask_dice 0.8421 (0.8427) mem 21941MB +[2025-12-25 03:04:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1390/1573] eta 0:02:01 lr 0.000036 time 0.4129 (0.6627) loss 1303.6409 (1313.8864) grad_norm 226.0633 (241.7525) embed_mse 1302.5756 (1312.7983) mask_bce 0.2249 (0.2455) mask_dice 0.8404 (0.8426) mem 21941MB +[2025-12-25 03:04:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1400/1573] eta 0:01:54 lr 0.000036 time 0.4403 (0.6610) loss 1340.7417 (1313.8506) grad_norm 284.2945 (242.0564) embed_mse 1339.6528 (1312.7626) mask_bce 0.2412 (0.2454) mask_dice 0.8476 (0.8426) mem 21941MB +[2025-12-25 03:04:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1410/1573] eta 0:01:47 lr 0.000036 time 2.2049 (0.6612) loss 1264.3264 (1313.8505) grad_norm 213.7230 (241.8954) embed_mse 1263.2257 (1312.7626) mask_bce 0.2573 (0.2452) mask_dice 0.8436 (0.8427) mem 21941MB +[2025-12-25 03:04:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1420/1573] eta 0:01:41 lr 0.000036 time 0.4168 (0.6612) loss 1292.8451 (1313.7544) grad_norm 298.1593 (242.2133) embed_mse 1291.7555 (1312.6666) mask_bce 0.2572 (0.2451) mask_dice 0.8324 (0.8427) mem 21941MB +[2025-12-25 03:04:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1430/1573] eta 0:01:34 lr 0.000036 time 0.4211 (0.6598) loss 1318.9457 (1313.7177) grad_norm 376.8822 (242.9698) embed_mse 1317.8726 (1312.6299) mask_bce 0.2404 (0.2451) mask_dice 0.8327 (0.8427) mem 21941MB +[2025-12-25 03:04:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1440/1573] eta 0:01:27 lr 0.000036 time 0.4190 (0.6583) loss 1322.8518 (1313.7173) grad_norm 259.4406 (243.4033) embed_mse 1321.7780 (1312.6296) mask_bce 0.2500 (0.2451) mask_dice 0.8239 (0.8427) mem 21941MB +[2025-12-25 03:04:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1450/1573] eta 0:01:20 lr 0.000036 time 0.4193 (0.6576) loss 1354.7795 (1313.6691) grad_norm 330.9825 (243.8872) embed_mse 1353.7047 (1312.5814) mask_bce 0.2380 (0.2450) mask_dice 0.8368 (0.8426) mem 21941MB +[2025-12-25 03:04:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1460/1573] eta 0:01:14 lr 0.000036 time 0.4194 (0.6573) loss 1219.7501 (1313.7398) grad_norm 283.1567 (244.1029) embed_mse 1218.6965 (1312.6521) mask_bce 0.2085 (0.2451) mask_dice 0.8451 (0.8426) mem 21941MB +[2025-12-25 03:05:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1470/1573] eta 0:01:07 lr 0.000036 time 0.4217 (0.6562) loss 1303.6014 (1313.6758) grad_norm 162.0972 (243.6548) embed_mse 1302.5084 (1312.5880) mask_bce 0.2488 (0.2450) mask_dice 0.8443 (0.8427) mem 21941MB +[2025-12-25 03:05:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1480/1573] eta 0:01:01 lr 0.000036 time 0.4177 (0.6565) loss 1293.6184 (1313.7102) grad_norm 200.0091 (243.2445) embed_mse 1292.5509 (1312.6225) mask_bce 0.2256 (0.2450) mask_dice 0.8419 (0.8427) mem 21941MB +[2025-12-25 03:05:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1490/1573] eta 0:00:54 lr 0.000036 time 0.4181 (0.6571) loss 1289.6749 (1313.7574) grad_norm 198.3828 (243.0033) embed_mse 1288.5565 (1312.6697) mask_bce 0.2501 (0.2450) mask_dice 0.8683 (0.8427) mem 21941MB +[2025-12-25 03:05:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1500/1573] eta 0:00:47 lr 0.000036 time 0.4335 (0.6571) loss 1270.8711 (1313.8228) grad_norm 297.6140 (243.2953) embed_mse 1269.8004 (1312.7351) mask_bce 0.2202 (0.2450) mask_dice 0.8505 (0.8426) mem 21941MB +[2025-12-25 03:05:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1510/1573] eta 0:00:41 lr 0.000035 time 0.4179 (0.6563) loss 1333.0719 (1313.9437) grad_norm 198.0014 (243.0544) embed_mse 1332.0077 (1312.8560) mask_bce 0.2096 (0.2451) mask_dice 0.8546 (0.8426) mem 21941MB +[2025-12-25 03:05:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1520/1573] eta 0:00:34 lr 0.000035 time 0.4198 (0.6549) loss 1336.0436 (1313.8188) grad_norm 189.9940 (242.5018) embed_mse 1334.9830 (1312.7310) mask_bce 0.2293 (0.2452) mask_dice 0.8311 (0.8426) mem 21941MB +[2025-12-25 03:05:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1530/1573] eta 0:00:28 lr 0.000035 time 0.4185 (0.6546) loss 1342.3297 (1313.7773) grad_norm 232.0775 (242.4472) embed_mse 1341.2294 (1312.6894) mask_bce 0.2749 (0.2452) mask_dice 0.8254 (0.8426) mem 21941MB +[2025-12-25 03:05:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1540/1573] eta 0:00:21 lr 0.000035 time 0.4160 (0.6552) loss 1264.8806 (1313.6016) grad_norm 214.6948 (242.3026) embed_mse 1263.8184 (1312.5138) mask_bce 0.1999 (0.2452) mask_dice 0.8624 (0.8426) mem 21941MB +[2025-12-25 03:05:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1550/1573] eta 0:00:15 lr 0.000035 time 0.4162 (0.6541) loss 1327.9546 (1313.5245) grad_norm 244.1170 (242.3120) embed_mse 1326.8599 (1312.4367) mask_bce 0.2638 (0.2452) mask_dice 0.8310 (0.8425) mem 21941MB +[2025-12-25 03:05:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1560/1573] eta 0:00:08 lr 0.000035 time 0.4152 (0.6528) loss 1283.5504 (1313.5186) grad_norm 219.9298 (242.4796) embed_mse 1282.4618 (1312.4308) mask_bce 0.2504 (0.2453) mask_dice 0.8381 (0.8425) mem 21941MB +[2025-12-25 03:06:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [10/30][1570/1573] eta 0:00:01 lr 0.000035 time 0.4158 (0.6528) loss 1268.7335 (1313.5359) grad_norm 317.4045 (242.8619) embed_mse 1267.6650 (1312.4480) mask_bce 0.2167 (0.2453) mask_dice 0.8518 (0.8425) mem 21941MB +[2025-12-25 03:06:06 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 10 training takes 0:17:06 +[2025-12-25 03:06:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][0/1573] eta 3:31:11 lr 0.000035 time 8.0559 (8.0559) loss 1288.2640 (1288.2640) grad_norm 0.0000 (0.0000) embed_mse 1287.1458 (1287.1458) mask_bce 0.2935 (0.2935) mask_dice 0.8247 (0.8247) mem 21941MB +[2025-12-25 03:06:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][10/1573] eta 0:29:22 lr 0.000035 time 0.4242 (1.1275) loss 1293.9152 (1297.9430) grad_norm 213.0948 (213.0948) embed_mse 1292.8353 (1296.8670) mask_bce 0.2498 (0.2338) mask_dice 0.8301 (0.8422) mem 21941MB +[2025-12-25 03:06:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][20/1573] eta 0:23:04 lr 0.000035 time 0.4305 (0.8916) loss 1307.3794 (1307.9786) grad_norm 236.6871 (224.8910) embed_mse 1306.2845 (1306.9005) mask_bce 0.2587 (0.2347) mask_dice 0.8362 (0.8434) mem 21941MB +[2025-12-25 03:06:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][30/1573] eta 0:22:57 lr 0.000035 time 0.4492 (0.8930) loss 1313.7462 (1308.7912) grad_norm 199.9480 (216.5766) embed_mse 1312.6804 (1307.7112) mask_bce 0.1694 (0.2344) mask_dice 0.8963 (0.8457) mem 21941MB +[2025-12-25 03:06:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][40/1573] eta 0:22:01 lr 0.000035 time 1.2401 (0.8619) loss 1317.3542 (1307.5062) grad_norm 243.7624 (227.9004) embed_mse 1316.2821 (1306.4211) mask_bce 0.2365 (0.2417) mask_dice 0.8357 (0.8434) mem 21941MB +[2025-12-25 03:06:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][50/1573] eta 0:19:45 lr 0.000035 time 0.4208 (0.7784) loss 1328.0060 (1311.0119) grad_norm 248.0553 (231.2596) embed_mse 1326.9548 (1309.9267) mask_bce 0.2021 (0.2407) mask_dice 0.8490 (0.8445) mem 21941MB +[2025-12-25 03:06:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][60/1573] eta 0:18:46 lr 0.000035 time 0.4292 (0.7444) loss 1393.9966 (1313.7853) grad_norm 290.5690 (239.7323) embed_mse 1392.9276 (1312.7006) mask_bce 0.2296 (0.2401) mask_dice 0.8393 (0.8445) mem 21941MB +[2025-12-25 03:06:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][70/1573] eta 0:17:34 lr 0.000035 time 0.4301 (0.7016) loss 1237.7450 (1314.3663) grad_norm 181.7854 (232.4890) embed_mse 1236.6797 (1313.2827) mask_bce 0.2027 (0.2390) mask_dice 0.8627 (0.8447) mem 21941MB +[2025-12-25 03:07:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][80/1573] eta 0:17:59 lr 0.000035 time 0.4231 (0.7229) loss 1246.2350 (1314.2479) grad_norm 211.4181 (226.5109) embed_mse 1245.1604 (1313.1645) mask_bce 0.2414 (0.2397) mask_dice 0.8331 (0.8436) mem 21941MB +[2025-12-25 03:07:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][90/1573] eta 0:17:11 lr 0.000035 time 0.8807 (0.6956) loss 1404.8297 (1313.0548) grad_norm 220.8517 (225.9964) embed_mse 1403.7222 (1311.9709) mask_bce 0.2708 (0.2408) mask_dice 0.8367 (0.8432) mem 21941MB +[2025-12-25 03:07:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][100/1573] eta 0:17:30 lr 0.000035 time 0.4415 (0.7135) loss 1263.0265 (1312.5259) grad_norm 203.9242 (224.1571) embed_mse 1261.9608 (1311.4401) mask_bce 0.2367 (0.2439) mask_dice 0.8289 (0.8419) mem 21941MB +[2025-12-25 03:07:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][110/1573] eta 0:16:45 lr 0.000035 time 0.4190 (0.6873) loss 1325.1143 (1313.2073) grad_norm 194.1013 (221.8451) embed_mse 1324.0179 (1312.1218) mask_bce 0.2424 (0.2440) mask_dice 0.8538 (0.8415) mem 21941MB +[2025-12-25 03:07:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][120/1573] eta 0:16:15 lr 0.000035 time 0.4245 (0.6712) loss 1368.9954 (1312.7272) grad_norm 205.7402 (217.1731) embed_mse 1367.7516 (1311.6416) mask_bce 0.3788 (0.2433) mask_dice 0.8649 (0.8423) mem 21941MB +[2025-12-25 03:07:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][130/1573] eta 0:17:02 lr 0.000035 time 0.4213 (0.7085) loss 1294.4730 (1312.5649) grad_norm 199.1726 (216.0480) embed_mse 1293.4022 (1311.4799) mask_bce 0.2446 (0.2424) mask_dice 0.8262 (0.8426) mem 21941MB +[2025-12-25 03:07:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][140/1573] eta 0:16:49 lr 0.000035 time 0.4256 (0.7044) loss 1306.7394 (1311.5581) grad_norm 169.2614 (213.2959) embed_mse 1305.7045 (1310.4737) mask_bce 0.1614 (0.2419) mask_dice 0.8735 (0.8425) mem 21941MB +[2025-12-25 03:07:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][150/1573] eta 0:16:52 lr 0.000035 time 0.4241 (0.7118) loss 1287.5980 (1312.3190) grad_norm 178.6669 (211.3720) embed_mse 1286.5242 (1311.2350) mask_bce 0.2212 (0.2416) mask_dice 0.8527 (0.8424) mem 21941MB +[2025-12-25 03:08:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][160/1573] eta 0:16:40 lr 0.000035 time 0.4319 (0.7079) loss 1389.4606 (1312.7190) grad_norm 190.0985 (212.9490) embed_mse 1388.3180 (1311.6351) mask_bce 0.3262 (0.2415) mask_dice 0.8164 (0.8423) mem 21941MB +[2025-12-25 03:08:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][170/1573] eta 0:16:21 lr 0.000035 time 0.4335 (0.6995) loss 1327.4188 (1311.9891) grad_norm 306.0275 (217.3813) embed_mse 1326.3860 (1310.9052) mask_bce 0.1757 (0.2419) mask_dice 0.8571 (0.8421) mem 21941MB +[2025-12-25 03:08:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][180/1573] eta 0:16:21 lr 0.000035 time 0.4210 (0.7047) loss 1296.6138 (1311.2586) grad_norm 223.1552 (217.6438) embed_mse 1295.5415 (1310.1748) mask_bce 0.2354 (0.2418) mask_dice 0.8368 (0.8420) mem 21941MB +[2025-12-25 03:08:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][190/1573] eta 0:16:26 lr 0.000035 time 0.4223 (0.7133) loss 1319.3771 (1311.5926) grad_norm 204.5540 (217.0746) embed_mse 1318.3424 (1310.5093) mask_bce 0.1887 (0.2413) mask_dice 0.8459 (0.8419) mem 21941MB +[2025-12-25 03:08:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][200/1573] eta 0:16:10 lr 0.000035 time 0.4261 (0.7070) loss 1255.8958 (1312.2893) grad_norm 234.1638 (221.3585) embed_mse 1254.7773 (1311.2059) mask_bce 0.2999 (0.2416) mask_dice 0.8185 (0.8418) mem 21941MB +[2025-12-25 03:08:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][210/1573] eta 0:15:45 lr 0.000035 time 0.4290 (0.6940) loss 1288.4214 (1312.1176) grad_norm 320.6940 (225.1791) embed_mse 1287.3375 (1311.0341) mask_bce 0.2499 (0.2418) mask_dice 0.8340 (0.8417) mem 21941MB +[2025-12-25 03:08:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][220/1573] eta 0:15:22 lr 0.000035 time 0.4326 (0.6822) loss 1305.0958 (1311.8728) grad_norm 261.9741 (226.5419) embed_mse 1304.0255 (1310.7891) mask_bce 0.2025 (0.2415) mask_dice 0.8678 (0.8422) mem 21941MB +[2025-12-25 03:08:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][230/1573] eta 0:15:06 lr 0.000035 time 0.4193 (0.6751) loss 1324.7268 (1311.6245) grad_norm 466.6600 (235.1175) embed_mse 1323.6547 (1310.5400) mask_bce 0.2301 (0.2423) mask_dice 0.8420 (0.8423) mem 21941MB +[2025-12-25 03:08:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][240/1573] eta 0:14:46 lr 0.000035 time 0.4195 (0.6648) loss 1283.6531 (1311.0138) grad_norm 218.1514 (234.0990) embed_mse 1282.5641 (1309.9280) mask_bce 0.2587 (0.2436) mask_dice 0.8303 (0.8422) mem 21941MB +[2025-12-25 03:08:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][250/1573] eta 0:14:59 lr 0.000035 time 0.4187 (0.6799) loss 1339.0387 (1311.1495) grad_norm 138.9510 (231.0297) embed_mse 1337.9600 (1310.0638) mask_bce 0.2418 (0.2435) mask_dice 0.8369 (0.8422) mem 21941MB +[2025-12-25 03:09:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][260/1573] eta 0:14:48 lr 0.000035 time 0.4235 (0.6765) loss 1280.8347 (1310.4565) grad_norm 218.6265 (230.6421) embed_mse 1279.7390 (1309.3707) mask_bce 0.2607 (0.2436) mask_dice 0.8350 (0.8422) mem 21941MB +[2025-12-25 03:09:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][270/1573] eta 0:14:45 lr 0.000035 time 0.4222 (0.6797) loss 1349.5942 (1310.6035) grad_norm 333.2371 (233.7511) embed_mse 1348.3523 (1309.5172) mask_bce 0.3818 (0.2438) mask_dice 0.8601 (0.8425) mem 21941MB +[2025-12-25 03:09:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][280/1573] eta 0:14:34 lr 0.000035 time 0.4207 (0.6766) loss 1300.4851 (1310.7534) grad_norm 311.4462 (238.4464) embed_mse 1299.3916 (1309.6667) mask_bce 0.2619 (0.2445) mask_dice 0.8315 (0.8422) mem 21941MB +[2025-12-25 03:09:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][290/1573] eta 0:14:16 lr 0.000035 time 0.4222 (0.6678) loss 1331.0658 (1311.1799) grad_norm 413.9006 (243.3201) embed_mse 1329.9954 (1310.0930) mask_bce 0.2321 (0.2446) mask_dice 0.8383 (0.8422) mem 21941MB +[2025-12-25 03:09:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][300/1573] eta 0:14:25 lr 0.000035 time 0.4331 (0.6798) loss 1244.8063 (1310.2938) grad_norm 171.7050 (241.3845) embed_mse 1243.7152 (1309.2069) mask_bce 0.2595 (0.2446) mask_dice 0.8317 (0.8423) mem 21941MB +[2025-12-25 03:09:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][310/1573] eta 0:14:08 lr 0.000035 time 0.4185 (0.6716) loss 1370.4421 (1310.5476) grad_norm 248.7980 (241.5796) embed_mse 1369.3237 (1309.4608) mask_bce 0.2588 (0.2446) mask_dice 0.8596 (0.8421) mem 21941MB +[2025-12-25 03:09:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][320/1573] eta 0:14:12 lr 0.000035 time 3.8787 (0.6804) loss 1287.1694 (1310.0269) grad_norm 189.6550 (241.5268) embed_mse 1286.1223 (1308.9404) mask_bce 0.2041 (0.2442) mask_dice 0.8430 (0.8423) mem 21941MB +[2025-12-25 03:09:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][330/1573] eta 0:13:56 lr 0.000035 time 0.4343 (0.6730) loss 1324.1531 (1310.4527) grad_norm 285.9272 (242.6097) embed_mse 1323.0875 (1309.3657) mask_bce 0.2022 (0.2449) mask_dice 0.8634 (0.8421) mem 21941MB +[2025-12-25 03:09:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][340/1573] eta 0:13:48 lr 0.000035 time 0.4193 (0.6718) loss 1286.1232 (1310.6614) grad_norm 239.5664 (242.5373) embed_mse 1285.0388 (1309.5746) mask_bce 0.2552 (0.2450) mask_dice 0.8292 (0.8418) mem 21941MB +[2025-12-25 03:10:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][350/1573] eta 0:13:34 lr 0.000035 time 0.4189 (0.6659) loss 1257.3319 (1310.7381) grad_norm 293.3444 (243.7189) embed_mse 1256.2627 (1309.6508) mask_bce 0.2267 (0.2457) mask_dice 0.8426 (0.8416) mem 21941MB +[2025-12-25 03:10:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][360/1573] eta 0:13:19 lr 0.000035 time 0.4241 (0.6593) loss 1331.4508 (1310.7338) grad_norm 202.1726 (244.2664) embed_mse 1330.3585 (1309.6467) mask_bce 0.2328 (0.2455) mask_dice 0.8594 (0.8417) mem 21941MB +[2025-12-25 03:10:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][370/1573] eta 0:13:08 lr 0.000035 time 0.8088 (0.6553) loss 1324.4696 (1311.0124) grad_norm 167.7938 (242.6040) embed_mse 1323.3831 (1309.9253) mask_bce 0.2476 (0.2455) mask_dice 0.8389 (0.8417) mem 21941MB +[2025-12-25 03:10:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][380/1573] eta 0:13:02 lr 0.000035 time 0.7048 (0.6555) loss 1281.7095 (1311.1243) grad_norm 212.3123 (241.9595) embed_mse 1280.6772 (1310.0373) mask_bce 0.1798 (0.2454) mask_dice 0.8525 (0.8416) mem 21941MB +[2025-12-25 03:10:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][390/1573] eta 0:12:57 lr 0.000035 time 0.4190 (0.6576) loss 1293.3816 (1311.0878) grad_norm 168.3214 (240.4254) embed_mse 1292.2772 (1310.0012) mask_bce 0.2743 (0.2450) mask_dice 0.8301 (0.8416) mem 21941MB +[2025-12-25 03:10:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][400/1573] eta 0:12:47 lr 0.000035 time 0.4205 (0.6541) loss 1261.8984 (1310.8005) grad_norm 294.8299 (242.5911) embed_mse 1260.8351 (1309.7143) mask_bce 0.2416 (0.2447) mask_dice 0.8217 (0.8415) mem 21941MB +[2025-12-25 03:10:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][410/1573] eta 0:12:41 lr 0.000035 time 0.4239 (0.6547) loss 1318.9441 (1310.7831) grad_norm 183.3920 (241.4303) embed_mse 1317.9045 (1309.6969) mask_bce 0.1802 (0.2444) mask_dice 0.8593 (0.8418) mem 21941MB +[2025-12-25 03:10:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][420/1573] eta 0:12:44 lr 0.000035 time 0.4274 (0.6627) loss 1321.1180 (1310.5596) grad_norm 257.2942 (241.7354) embed_mse 1320.0033 (1309.4730) mask_bce 0.2819 (0.2449) mask_dice 0.8329 (0.8417) mem 21941MB +[2025-12-25 03:10:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][430/1573] eta 0:12:31 lr 0.000035 time 0.4193 (0.6574) loss 1252.7347 (1310.1642) grad_norm 177.7605 (240.5283) embed_mse 1251.5867 (1309.0774) mask_bce 0.2658 (0.2450) mask_dice 0.8823 (0.8418) mem 21941MB +[2025-12-25 03:10:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][440/1573] eta 0:12:21 lr 0.000035 time 0.4180 (0.6549) loss 1298.3346 (1309.6739) grad_norm 212.8977 (238.8798) embed_mse 1297.2438 (1308.5871) mask_bce 0.2264 (0.2451) mask_dice 0.8645 (0.8417) mem 21941MB +[2025-12-25 03:11:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][450/1573] eta 0:12:16 lr 0.000035 time 0.4268 (0.6557) loss 1363.7620 (1309.6673) grad_norm 171.2218 (237.6716) embed_mse 1362.6790 (1308.5803) mask_bce 0.2292 (0.2451) mask_dice 0.8538 (0.8419) mem 21941MB +[2025-12-25 03:11:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][460/1573] eta 0:12:04 lr 0.000035 time 0.6097 (0.6511) loss 1326.7473 (1309.1292) grad_norm 235.2378 (237.6289) embed_mse 1325.6654 (1308.0425) mask_bce 0.2377 (0.2447) mask_dice 0.8442 (0.8419) mem 21941MB +[2025-12-25 03:11:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][470/1573] eta 0:11:59 lr 0.000035 time 1.0850 (0.6520) loss 1308.9094 (1309.4137) grad_norm 187.8576 (236.7708) embed_mse 1307.8182 (1308.3269) mask_bce 0.2505 (0.2450) mask_dice 0.8407 (0.8418) mem 21941MB +[2025-12-25 03:11:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][480/1573] eta 0:11:47 lr 0.000035 time 0.4146 (0.6473) loss 1319.4233 (1309.5549) grad_norm 185.9083 (235.4182) embed_mse 1318.3676 (1308.4683) mask_bce 0.2247 (0.2449) mask_dice 0.8311 (0.8417) mem 21941MB +[2025-12-25 03:11:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][490/1573] eta 0:11:39 lr 0.000035 time 0.4171 (0.6459) loss 1324.4928 (1309.4896) grad_norm 220.3306 (235.1708) embed_mse 1323.3901 (1308.4031) mask_bce 0.2728 (0.2446) mask_dice 0.8298 (0.8420) mem 21941MB +[2025-12-25 03:11:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][500/1573] eta 0:11:33 lr 0.000035 time 2.1098 (0.6460) loss 1358.9971 (1309.6977) grad_norm 192.4535 (234.4818) embed_mse 1357.9178 (1308.6113) mask_bce 0.2290 (0.2444) mask_dice 0.8502 (0.8420) mem 21941MB +[2025-12-25 03:11:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][510/1573] eta 0:11:30 lr 0.000035 time 0.4189 (0.6492) loss 1325.6558 (1309.9956) grad_norm 234.1730 (234.4769) embed_mse 1324.5562 (1308.9089) mask_bce 0.2512 (0.2448) mask_dice 0.8483 (0.8419) mem 21941MB +[2025-12-25 03:11:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][520/1573] eta 0:11:19 lr 0.000035 time 0.4173 (0.6450) loss 1353.2111 (1310.2072) grad_norm 249.7430 (236.2258) embed_mse 1352.1194 (1309.1204) mask_bce 0.2515 (0.2449) mask_dice 0.8400 (0.8419) mem 21941MB +[2025-12-25 03:11:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][530/1573] eta 0:11:17 lr 0.000035 time 2.6698 (0.6498) loss 1355.6147 (1310.3339) grad_norm 229.6449 (236.1260) embed_mse 1354.4880 (1309.2469) mask_bce 0.2809 (0.2452) mask_dice 0.8458 (0.8418) mem 21941MB +[2025-12-25 03:11:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][540/1573] eta 0:11:08 lr 0.000035 time 0.4249 (0.6469) loss 1261.9299 (1310.4714) grad_norm 173.8156 (235.1960) embed_mse 1260.8376 (1309.3842) mask_bce 0.2316 (0.2455) mask_dice 0.8607 (0.8418) mem 21941MB +[2025-12-25 03:12:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][550/1573] eta 0:11:06 lr 0.000035 time 0.4249 (0.6519) loss 1261.9723 (1310.1495) grad_norm 204.6267 (234.7465) embed_mse 1260.9093 (1309.0623) mask_bce 0.2038 (0.2454) mask_dice 0.8591 (0.8418) mem 21941MB +[2025-12-25 03:12:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][560/1573] eta 0:10:56 lr 0.000035 time 0.4222 (0.6479) loss 1353.0642 (1310.1511) grad_norm 182.4743 (237.3116) embed_mse 1351.9038 (1309.0637) mask_bce 0.3171 (0.2457) mask_dice 0.8433 (0.8416) mem 21941MB +[2025-12-25 03:12:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][570/1573] eta 0:10:51 lr 0.000035 time 0.4179 (0.6491) loss 1292.7166 (1310.2379) grad_norm 276.9642 (237.8701) embed_mse 1291.6240 (1309.1506) mask_bce 0.2478 (0.2458) mask_dice 0.8448 (0.8415) mem 21941MB +[2025-12-25 03:12:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][580/1573] eta 0:10:42 lr 0.000035 time 0.4196 (0.6475) loss 1377.9404 (1310.6931) grad_norm 185.9245 (237.1486) embed_mse 1376.8535 (1309.6059) mask_bce 0.2608 (0.2459) mask_dice 0.8262 (0.8414) mem 21941MB +[2025-12-25 03:12:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][590/1573] eta 0:10:37 lr 0.000035 time 0.4176 (0.6480) loss 1329.6824 (1310.8693) grad_norm 224.0800 (236.9696) embed_mse 1328.5107 (1309.7821) mask_bce 0.3222 (0.2457) mask_dice 0.8494 (0.8415) mem 21941MB +[2025-12-25 03:12:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][600/1573] eta 0:10:31 lr 0.000034 time 0.4246 (0.6494) loss 1299.9396 (1311.0344) grad_norm 260.7303 (236.6256) embed_mse 1298.8448 (1309.9471) mask_bce 0.2561 (0.2458) mask_dice 0.8386 (0.8415) mem 21941MB +[2025-12-25 03:12:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][610/1573] eta 0:10:26 lr 0.000034 time 0.4233 (0.6511) loss 1332.4197 (1311.4688) grad_norm 243.4964 (236.7160) embed_mse 1331.3571 (1310.3815) mask_bce 0.2016 (0.2457) mask_dice 0.8611 (0.8416) mem 21941MB +[2025-12-25 03:12:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][620/1573] eta 0:10:17 lr 0.000034 time 0.4169 (0.6475) loss 1321.5575 (1311.7727) grad_norm 279.1618 (237.2672) embed_mse 1320.4426 (1310.6855) mask_bce 0.2934 (0.2457) mask_dice 0.8215 (0.8416) mem 21941MB +[2025-12-25 03:12:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][630/1573] eta 0:10:16 lr 0.000034 time 0.4240 (0.6537) loss 1293.7544 (1311.8745) grad_norm 200.8221 (236.8000) embed_mse 1292.6658 (1310.7873) mask_bce 0.2296 (0.2455) mask_dice 0.8591 (0.8417) mem 21941MB +[2025-12-25 03:13:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][640/1573] eta 0:10:06 lr 0.000034 time 0.4267 (0.6502) loss 1300.3508 (1311.6929) grad_norm 229.5362 (237.0956) embed_mse 1299.2834 (1310.6059) mask_bce 0.2085 (0.2453) mask_dice 0.8589 (0.8417) mem 21941MB +[2025-12-25 03:13:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][650/1573] eta 0:10:03 lr 0.000034 time 0.4257 (0.6540) loss 1370.1310 (1311.9060) grad_norm 142.6101 (235.9291) embed_mse 1369.0654 (1310.8189) mask_bce 0.2047 (0.2452) mask_dice 0.8608 (0.8418) mem 21941MB +[2025-12-25 03:13:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][660/1573] eta 0:09:55 lr 0.000034 time 0.4195 (0.6526) loss 1351.4327 (1311.9772) grad_norm 186.4443 (235.3256) embed_mse 1350.3074 (1310.8901) mask_bce 0.3071 (0.2454) mask_dice 0.8184 (0.8417) mem 21941MB +[2025-12-25 03:13:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][670/1573] eta 0:09:50 lr 0.000034 time 0.4218 (0.6544) loss 1364.9017 (1312.1666) grad_norm 181.9809 (234.6829) embed_mse 1363.7921 (1311.0796) mask_bce 0.2623 (0.2452) mask_dice 0.8473 (0.8418) mem 21941MB +[2025-12-25 03:13:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][680/1573] eta 0:09:48 lr 0.000034 time 1.5597 (0.6588) loss 1310.9730 (1312.1272) grad_norm 147.6078 (232.8003) embed_mse 1309.9030 (1311.0401) mask_bce 0.2171 (0.2454) mask_dice 0.8528 (0.8417) mem 21941MB +[2025-12-25 03:13:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][690/1573] eta 0:09:38 lr 0.000034 time 0.4330 (0.6556) loss 1348.3020 (1312.2372) grad_norm 316.2051 (233.7701) embed_mse 1347.2283 (1311.1501) mask_bce 0.2351 (0.2453) mask_dice 0.8387 (0.8417) mem 21941MB +[2025-12-25 03:13:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][700/1573] eta 0:09:34 lr 0.000034 time 0.4194 (0.6584) loss 1356.9801 (1312.5398) grad_norm 292.9299 (234.4501) embed_mse 1355.9166 (1311.4526) mask_bce 0.2232 (0.2456) mask_dice 0.8403 (0.8416) mem 21941MB +[2025-12-25 03:13:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][710/1573] eta 0:09:29 lr 0.000034 time 0.4172 (0.6598) loss 1299.7151 (1312.6142) grad_norm 231.0827 (234.4118) embed_mse 1298.6641 (1311.5270) mask_bce 0.1866 (0.2455) mask_dice 0.8645 (0.8416) mem 21941MB +[2025-12-25 03:14:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][720/1573] eta 0:09:27 lr 0.000034 time 0.4200 (0.6656) loss 1334.4792 (1312.4619) grad_norm 225.2995 (234.2803) embed_mse 1333.3954 (1311.3749) mask_bce 0.2615 (0.2454) mask_dice 0.8224 (0.8416) mem 21941MB +[2025-12-25 03:14:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][730/1573] eta 0:09:21 lr 0.000034 time 0.4204 (0.6656) loss 1346.3790 (1312.6307) grad_norm 315.8914 (235.1771) embed_mse 1345.1978 (1311.5436) mask_bce 0.3350 (0.2455) mask_dice 0.8462 (0.8416) mem 21941MB +[2025-12-25 03:14:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][740/1573] eta 0:09:15 lr 0.000034 time 2.9990 (0.6666) loss 1295.0526 (1312.6090) grad_norm 306.3904 (235.9512) embed_mse 1293.9849 (1311.5220) mask_bce 0.2182 (0.2453) mask_dice 0.8495 (0.8416) mem 21941MB +[2025-12-25 03:14:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][750/1573] eta 0:09:06 lr 0.000034 time 0.4329 (0.6635) loss 1393.5382 (1312.7766) grad_norm 224.6830 (235.8300) embed_mse 1392.4468 (1311.6896) mask_bce 0.2709 (0.2453) mask_dice 0.8205 (0.8416) mem 21941MB +[2025-12-25 03:14:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][760/1573] eta 0:08:59 lr 0.000034 time 0.4194 (0.6639) loss 1331.2457 (1313.0617) grad_norm 351.7002 (238.1754) embed_mse 1330.1802 (1311.9746) mask_bce 0.2070 (0.2455) mask_dice 0.8585 (0.8417) mem 21941MB +[2025-12-25 03:14:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][770/1573] eta 0:08:53 lr 0.000034 time 0.4214 (0.6649) loss 1297.2493 (1313.3488) grad_norm 377.3752 (239.6254) embed_mse 1296.1150 (1312.2616) mask_bce 0.3073 (0.2456) mask_dice 0.8271 (0.8416) mem 21941MB +[2025-12-25 03:14:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][780/1573] eta 0:08:50 lr 0.000034 time 0.4198 (0.6690) loss 1366.0886 (1313.3694) grad_norm 193.2835 (239.1476) embed_mse 1365.0193 (1312.2820) mask_bce 0.2071 (0.2458) mask_dice 0.8623 (0.8416) mem 21941MB +[2025-12-25 03:14:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][790/1573] eta 0:08:43 lr 0.000034 time 0.4206 (0.6685) loss 1320.5681 (1313.4041) grad_norm 194.3650 (238.6907) embed_mse 1319.4967 (1312.3168) mask_bce 0.2251 (0.2458) mask_dice 0.8463 (0.8416) mem 21941MB +[2025-12-25 03:14:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][800/1573] eta 0:08:34 lr 0.000034 time 0.4256 (0.6660) loss 1398.5526 (1313.6555) grad_norm 249.8809 (239.3282) embed_mse 1397.4777 (1312.5682) mask_bce 0.2221 (0.2456) mask_dice 0.8528 (0.8416) mem 21941MB +[2025-12-25 03:15:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][810/1573] eta 0:08:25 lr 0.000034 time 0.4219 (0.6630) loss 1290.8501 (1313.6312) grad_norm 249.6434 (239.4303) embed_mse 1289.7743 (1312.5439) mask_bce 0.2418 (0.2458) mask_dice 0.8340 (0.8414) mem 21941MB +[2025-12-25 03:15:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][820/1573] eta 0:08:21 lr 0.000034 time 0.4205 (0.6665) loss 1284.2010 (1313.5198) grad_norm 221.2563 (239.2521) embed_mse 1283.1361 (1312.4325) mask_bce 0.2458 (0.2459) mask_dice 0.8192 (0.8414) mem 21941MB +[2025-12-25 03:15:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][830/1573] eta 0:08:15 lr 0.000034 time 0.4316 (0.6664) loss 1284.1461 (1313.7551) grad_norm 222.5766 (239.0902) embed_mse 1283.0632 (1312.6677) mask_bce 0.2560 (0.2461) mask_dice 0.8269 (0.8413) mem 21941MB +[2025-12-25 03:15:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][840/1573] eta 0:08:06 lr 0.000034 time 0.4187 (0.6635) loss 1297.0709 (1313.6649) grad_norm 235.5825 (239.4726) embed_mse 1296.0050 (1312.5778) mask_bce 0.2066 (0.2457) mask_dice 0.8593 (0.8415) mem 21941MB +[2025-12-25 03:15:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][850/1573] eta 0:07:57 lr 0.000034 time 0.4182 (0.6609) loss 1349.7242 (1313.7709) grad_norm 372.7151 (240.7296) embed_mse 1348.5416 (1312.6836) mask_bce 0.3288 (0.2458) mask_dice 0.8538 (0.8415) mem 21941MB +[2025-12-25 03:15:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][860/1573] eta 0:07:50 lr 0.000034 time 0.4200 (0.6602) loss 1313.0452 (1313.5540) grad_norm 434.5552 (242.5410) embed_mse 1311.9745 (1312.4667) mask_bce 0.2243 (0.2458) mask_dice 0.8464 (0.8414) mem 21941MB +[2025-12-25 03:15:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][870/1573] eta 0:07:42 lr 0.000034 time 0.4201 (0.6575) loss 1334.0909 (1313.5374) grad_norm 216.8182 (242.3029) embed_mse 1333.0190 (1312.4501) mask_bce 0.2238 (0.2458) mask_dice 0.8481 (0.8415) mem 21941MB +[2025-12-25 03:15:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][880/1573] eta 0:07:40 lr 0.000034 time 0.4338 (0.6639) loss 1285.8967 (1313.5199) grad_norm 227.5943 (242.1916) embed_mse 1284.8251 (1312.4327) mask_bce 0.2226 (0.2458) mask_dice 0.8491 (0.8414) mem 21941MB +[2025-12-25 03:15:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][890/1573] eta 0:07:31 lr 0.000034 time 0.4188 (0.6612) loss 1330.0436 (1313.4209) grad_norm 217.9428 (241.9732) embed_mse 1328.9471 (1312.3336) mask_bce 0.2369 (0.2460) mask_dice 0.8596 (0.8413) mem 21941MB +[2025-12-25 03:16:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][900/1573] eta 0:07:26 lr 0.000034 time 0.4179 (0.6629) loss 1246.0037 (1313.3197) grad_norm 197.2226 (241.5736) embed_mse 1244.9373 (1312.2325) mask_bce 0.2221 (0.2458) mask_dice 0.8444 (0.8414) mem 21941MB +[2025-12-25 03:16:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][910/1573] eta 0:07:17 lr 0.000034 time 0.4258 (0.6602) loss 1329.8732 (1313.0999) grad_norm 154.6706 (240.8046) embed_mse 1328.7435 (1312.0126) mask_bce 0.2806 (0.2459) mask_dice 0.8490 (0.8414) mem 21941MB +[2025-12-25 03:16:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][920/1573] eta 0:07:10 lr 0.000034 time 1.4289 (0.6588) loss 1328.1681 (1312.9638) grad_norm 200.0674 (240.4280) embed_mse 1327.0781 (1311.8765) mask_bce 0.2380 (0.2458) mask_dice 0.8520 (0.8415) mem 21941MB +[2025-12-25 03:16:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][930/1573] eta 0:07:04 lr 0.000034 time 0.4216 (0.6595) loss 1236.4520 (1313.0254) grad_norm 205.5475 (240.1273) embed_mse 1235.3728 (1311.9382) mask_bce 0.2220 (0.2458) mask_dice 0.8574 (0.8415) mem 21941MB +[2025-12-25 03:16:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][940/1573] eta 0:06:55 lr 0.000034 time 0.4208 (0.6571) loss 1282.6392 (1312.9033) grad_norm 215.5066 (239.9169) embed_mse 1281.5880 (1311.8161) mask_bce 0.1903 (0.2457) mask_dice 0.8608 (0.8414) mem 21941MB +[2025-12-25 03:16:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][950/1573] eta 0:06:50 lr 0.000034 time 0.4409 (0.6588) loss 1371.3842 (1312.9861) grad_norm 269.1855 (240.1649) embed_mse 1370.3022 (1311.8989) mask_bce 0.2696 (0.2458) mask_dice 0.8123 (0.8414) mem 21941MB +[2025-12-25 03:16:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][960/1573] eta 0:06:44 lr 0.000034 time 0.4184 (0.6594) loss 1341.0486 (1313.0140) grad_norm 165.5074 (239.3873) embed_mse 1339.9165 (1311.9268) mask_bce 0.3206 (0.2460) mask_dice 0.8116 (0.8413) mem 21941MB +[2025-12-25 03:16:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][970/1573] eta 0:06:36 lr 0.000034 time 0.4274 (0.6577) loss 1370.3557 (1313.1070) grad_norm 197.6724 (239.0425) embed_mse 1369.2633 (1312.0196) mask_bce 0.2604 (0.2460) mask_dice 0.8320 (0.8414) mem 21941MB +[2025-12-25 03:16:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][980/1573] eta 0:06:29 lr 0.000034 time 0.4200 (0.6565) loss 1242.2601 (1313.0834) grad_norm 280.9139 (239.3857) embed_mse 1241.1670 (1311.9959) mask_bce 0.2865 (0.2461) mask_dice 0.8067 (0.8413) mem 21941MB +[2025-12-25 03:16:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][990/1573] eta 0:06:22 lr 0.000034 time 0.4172 (0.6554) loss 1321.2690 (1313.0124) grad_norm 240.8413 (239.3975) embed_mse 1320.1904 (1311.9249) mask_bce 0.2328 (0.2461) mask_dice 0.8458 (0.8414) mem 21941MB +[2025-12-25 03:17:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1000/1573] eta 0:06:16 lr 0.000034 time 0.4161 (0.6566) loss 1321.1423 (1313.0659) grad_norm 265.3587 (239.3391) embed_mse 1320.0851 (1311.9784) mask_bce 0.2087 (0.2461) mask_dice 0.8487 (0.8414) mem 21941MB +[2025-12-25 03:17:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1010/1573] eta 0:06:11 lr 0.000034 time 0.4430 (0.6601) loss 1324.4360 (1313.0829) grad_norm 221.3302 (239.1961) embed_mse 1323.3500 (1311.9953) mask_bce 0.2571 (0.2462) mask_dice 0.8290 (0.8414) mem 21941MB +[2025-12-25 03:17:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1020/1573] eta 0:06:03 lr 0.000034 time 0.4456 (0.6578) loss 1308.3628 (1313.2272) grad_norm 191.2579 (238.8186) embed_mse 1307.2634 (1312.1395) mask_bce 0.2687 (0.2463) mask_dice 0.8305 (0.8414) mem 21941MB +[2025-12-25 03:17:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1030/1573] eta 0:05:55 lr 0.000034 time 0.4278 (0.6556) loss 1240.4106 (1313.4201) grad_norm 197.1694 (238.4933) embed_mse 1239.3492 (1312.3325) mask_bce 0.2255 (0.2463) mask_dice 0.8358 (0.8414) mem 21941MB +[2025-12-25 03:17:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1040/1573] eta 0:05:52 lr 0.000034 time 0.4201 (0.6612) loss 1276.5122 (1313.5164) grad_norm 431.2210 (240.1143) embed_mse 1275.3625 (1312.4287) mask_bce 0.2974 (0.2462) mask_dice 0.8522 (0.8415) mem 21941MB +[2025-12-25 03:17:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1050/1573] eta 0:05:45 lr 0.000034 time 0.4199 (0.6614) loss 1375.2278 (1313.5691) grad_norm 277.2572 (240.3978) embed_mse 1374.1362 (1312.4812) mask_bce 0.2681 (0.2464) mask_dice 0.8234 (0.8415) mem 21941MB +[2025-12-25 03:17:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1060/1573] eta 0:05:38 lr 0.000034 time 0.4180 (0.6592) loss 1318.4880 (1313.6428) grad_norm 194.7192 (240.0517) embed_mse 1317.4376 (1312.5549) mask_bce 0.2132 (0.2463) mask_dice 0.8371 (0.8416) mem 21941MB +[2025-12-25 03:17:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1070/1573] eta 0:05:30 lr 0.000034 time 0.5260 (0.6571) loss 1327.8755 (1313.8006) grad_norm 286.4453 (240.4006) embed_mse 1326.7992 (1312.7129) mask_bce 0.2345 (0.2461) mask_dice 0.8418 (0.8416) mem 21941MB +[2025-12-25 03:18:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1080/1573] eta 0:05:26 lr 0.000034 time 0.4169 (0.6617) loss 1282.9110 (1313.8580) grad_norm 213.5392 (240.3593) embed_mse 1281.8220 (1312.7703) mask_bce 0.2495 (0.2461) mask_dice 0.8395 (0.8416) mem 21941MB +[2025-12-25 03:18:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1090/1573] eta 0:05:18 lr 0.000034 time 0.4238 (0.6604) loss 1290.0802 (1314.0739) grad_norm 339.7056 (241.0898) embed_mse 1288.9846 (1312.9861) mask_bce 0.2461 (0.2461) mask_dice 0.8495 (0.8416) mem 21941MB +[2025-12-25 03:18:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1100/1573] eta 0:05:12 lr 0.000034 time 0.4659 (0.6617) loss 1311.6243 (1314.0687) grad_norm 256.6147 (241.2031) embed_mse 1310.5385 (1312.9810) mask_bce 0.2466 (0.2461) mask_dice 0.8393 (0.8416) mem 21941MB +[2025-12-25 03:18:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1110/1573] eta 0:05:05 lr 0.000034 time 0.4198 (0.6595) loss 1395.6604 (1314.1498) grad_norm 251.3438 (241.2766) embed_mse 1394.5586 (1313.0622) mask_bce 0.2643 (0.2460) mask_dice 0.8376 (0.8416) mem 21941MB +[2025-12-25 03:18:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1120/1573] eta 0:04:59 lr 0.000034 time 0.4191 (0.6617) loss 1267.1622 (1313.9973) grad_norm 155.9000 (240.5968) embed_mse 1266.0948 (1312.9096) mask_bce 0.2022 (0.2461) mask_dice 0.8652 (0.8416) mem 21941MB +[2025-12-25 03:18:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1130/1573] eta 0:04:55 lr 0.000034 time 0.4169 (0.6665) loss 1308.4309 (1313.8430) grad_norm 216.5235 (240.4261) embed_mse 1307.3287 (1312.7554) mask_bce 0.2520 (0.2459) mask_dice 0.8502 (0.8417) mem 21941MB +[2025-12-25 03:18:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1140/1573] eta 0:04:48 lr 0.000034 time 2.0042 (0.6672) loss 1321.5580 (1313.8508) grad_norm 199.3718 (240.1369) embed_mse 1320.5052 (1312.7633) mask_bce 0.1683 (0.2459) mask_dice 0.8845 (0.8417) mem 21941MB +[2025-12-25 03:18:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1150/1573] eta 0:04:42 lr 0.000034 time 0.6169 (0.6679) loss 1312.1465 (1313.8674) grad_norm 429.3316 (241.4600) embed_mse 1311.0410 (1312.7798) mask_bce 0.2641 (0.2460) mask_dice 0.8413 (0.8416) mem 21941MB +[2025-12-25 03:19:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1160/1573] eta 0:04:36 lr 0.000034 time 0.4143 (0.6699) loss 1304.6825 (1313.8323) grad_norm 169.2279 (241.3802) embed_mse 1303.6053 (1312.7447) mask_bce 0.2312 (0.2459) mask_dice 0.8459 (0.8417) mem 21941MB +[2025-12-25 03:19:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1170/1573] eta 0:04:29 lr 0.000034 time 0.4145 (0.6682) loss 1316.5413 (1313.8429) grad_norm 205.4629 (241.1343) embed_mse 1315.4530 (1312.7553) mask_bce 0.2256 (0.2459) mask_dice 0.8627 (0.8417) mem 21941MB +[2025-12-25 03:19:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1180/1573] eta 0:04:22 lr 0.000034 time 0.4158 (0.6689) loss 1381.2037 (1313.9498) grad_norm 257.9121 (241.2484) embed_mse 1380.1133 (1312.8621) mask_bce 0.2777 (0.2460) mask_dice 0.8128 (0.8417) mem 21941MB +[2025-12-25 03:19:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1190/1573] eta 0:04:16 lr 0.000034 time 0.4197 (0.6689) loss 1253.4330 (1313.9710) grad_norm 434.1791 (242.5520) embed_mse 1252.3737 (1312.8834) mask_bce 0.2041 (0.2459) mask_dice 0.8552 (0.8417) mem 21941MB +[2025-12-25 03:19:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1200/1573] eta 0:04:09 lr 0.000034 time 0.4170 (0.6690) loss 1342.6456 (1314.0956) grad_norm 217.4149 (243.0067) embed_mse 1341.5967 (1313.0081) mask_bce 0.1808 (0.2459) mask_dice 0.8681 (0.8417) mem 21941MB +[2025-12-25 03:19:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1210/1573] eta 0:04:02 lr 0.000034 time 0.4195 (0.6686) loss 1305.0087 (1314.1755) grad_norm 271.4439 (243.1950) embed_mse 1303.9406 (1313.0879) mask_bce 0.2314 (0.2458) mask_dice 0.8366 (0.8417) mem 21941MB +[2025-12-25 03:19:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1220/1573] eta 0:03:55 lr 0.000034 time 0.4278 (0.6682) loss 1361.4575 (1314.2749) grad_norm 202.7019 (242.9286) embed_mse 1360.3184 (1313.1874) mask_bce 0.2810 (0.2458) mask_dice 0.8581 (0.8418) mem 21941MB +[2025-12-25 03:19:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1230/1573] eta 0:03:48 lr 0.000034 time 0.4199 (0.6676) loss 1335.4941 (1314.4785) grad_norm 372.0652 (243.7726) embed_mse 1334.4231 (1313.3911) mask_bce 0.2291 (0.2456) mask_dice 0.8419 (0.8418) mem 21941MB +[2025-12-25 03:19:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1240/1573] eta 0:03:42 lr 0.000034 time 0.4202 (0.6691) loss 1327.9749 (1314.2699) grad_norm 186.9613 (242.8899) embed_mse 1326.9268 (1313.1826) mask_bce 0.1913 (0.2456) mask_dice 0.8568 (0.8418) mem 21941MB +[2025-12-25 03:20:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1250/1573] eta 0:03:36 lr 0.000033 time 0.4169 (0.6698) loss 1266.4739 (1314.1451) grad_norm 183.6083 (242.5099) embed_mse 1265.3978 (1313.0573) mask_bce 0.2292 (0.2459) mask_dice 0.8469 (0.8419) mem 21941MB +[2025-12-25 03:20:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1260/1573] eta 0:03:29 lr 0.000033 time 0.4176 (0.6682) loss 1341.6006 (1314.2379) grad_norm 151.4269 (241.9297) embed_mse 1340.5312 (1313.1501) mask_bce 0.2302 (0.2458) mask_dice 0.8393 (0.8419) mem 21941MB +[2025-12-25 03:20:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1270/1573] eta 0:03:22 lr 0.000033 time 0.4223 (0.6671) loss 1333.6400 (1314.2159) grad_norm 225.9707 (241.8287) embed_mse 1332.5398 (1313.1281) mask_bce 0.2433 (0.2458) mask_dice 0.8570 (0.8420) mem 21941MB +[2025-12-25 03:20:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1280/1573] eta 0:03:14 lr 0.000033 time 0.4256 (0.6655) loss 1267.4001 (1314.2882) grad_norm 184.8009 (241.3234) embed_mse 1266.3228 (1313.2004) mask_bce 0.2413 (0.2457) mask_dice 0.8360 (0.8421) mem 21941MB +[2025-12-25 03:20:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1290/1573] eta 0:03:08 lr 0.000033 time 0.4187 (0.6652) loss 1356.7180 (1314.1866) grad_norm 178.9487 (240.9360) embed_mse 1355.6204 (1313.0988) mask_bce 0.2428 (0.2457) mask_dice 0.8548 (0.8421) mem 21941MB +[2025-12-25 03:20:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1300/1573] eta 0:03:02 lr 0.000033 time 0.4385 (0.6683) loss 1328.3083 (1314.1534) grad_norm 169.4223 (240.4945) embed_mse 1327.2172 (1313.0656) mask_bce 0.2439 (0.2457) mask_dice 0.8473 (0.8421) mem 21941MB +[2025-12-25 03:20:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1310/1573] eta 0:02:55 lr 0.000033 time 0.4174 (0.6667) loss 1328.9845 (1314.0909) grad_norm 232.9380 (240.4482) embed_mse 1327.9108 (1313.0033) mask_bce 0.2361 (0.2455) mask_dice 0.8377 (0.8421) mem 21941MB +[2025-12-25 03:20:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1320/1573] eta 0:02:50 lr 0.000033 time 5.8485 (0.6737) loss 1358.6476 (1314.0757) grad_norm 258.7586 (240.1924) embed_mse 1357.5281 (1312.9880) mask_bce 0.2965 (0.2456) mask_dice 0.8230 (0.8421) mem 21941MB +[2025-12-25 03:21:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1330/1573] eta 0:02:43 lr 0.000033 time 0.4164 (0.6726) loss 1259.6674 (1314.0698) grad_norm 186.5202 (239.8690) embed_mse 1258.5815 (1312.9820) mask_bce 0.2509 (0.2457) mask_dice 0.8349 (0.8421) mem 21941MB +[2025-12-25 03:21:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1340/1573] eta 0:02:36 lr 0.000033 time 0.4179 (0.6709) loss 1268.8743 (1314.0321) grad_norm 192.3623 (239.5846) embed_mse 1267.8099 (1312.9442) mask_bce 0.2100 (0.2458) mask_dice 0.8544 (0.8421) mem 21941MB +[2025-12-25 03:21:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1350/1573] eta 0:02:30 lr 0.000033 time 0.4215 (0.6747) loss 1222.2650 (1314.0338) grad_norm 176.0714 (239.2065) embed_mse 1221.1746 (1312.9460) mask_bce 0.2362 (0.2457) mask_dice 0.8543 (0.8421) mem 21941MB +[2025-12-25 03:21:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1360/1573] eta 0:02:23 lr 0.000033 time 0.4260 (0.6730) loss 1333.2932 (1313.9345) grad_norm 167.9971 (238.6197) embed_mse 1332.1797 (1312.8467) mask_bce 0.2742 (0.2457) mask_dice 0.8393 (0.8421) mem 21941MB +[2025-12-25 03:21:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1370/1573] eta 0:02:16 lr 0.000033 time 0.4158 (0.6717) loss 1359.1001 (1314.0846) grad_norm 218.4939 (238.5020) embed_mse 1358.0259 (1312.9968) mask_bce 0.2337 (0.2457) mask_dice 0.8405 (0.8421) mem 21941MB +[2025-12-25 03:21:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1380/1573] eta 0:02:09 lr 0.000033 time 0.4181 (0.6729) loss 1305.6157 (1313.9121) grad_norm 248.7126 (238.5614) embed_mse 1304.5310 (1312.8243) mask_bce 0.2147 (0.2458) mask_dice 0.8701 (0.8420) mem 21941MB +[2025-12-25 03:21:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1390/1573] eta 0:02:02 lr 0.000033 time 0.4167 (0.6715) loss 1258.1003 (1313.7925) grad_norm 223.9059 (238.4767) embed_mse 1257.0247 (1312.7046) mask_bce 0.2480 (0.2459) mask_dice 0.8276 (0.8421) mem 21941MB +[2025-12-25 03:21:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1400/1573] eta 0:01:56 lr 0.000033 time 0.4331 (0.6721) loss 1260.9091 (1313.6254) grad_norm 181.3289 (237.7825) embed_mse 1259.8557 (1312.5375) mask_bce 0.1920 (0.2458) mask_dice 0.8614 (0.8421) mem 21941MB +[2025-12-25 03:21:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1410/1573] eta 0:01:49 lr 0.000033 time 3.1096 (0.6722) loss 1393.9189 (1313.7387) grad_norm 243.2318 (237.8134) embed_mse 1392.8651 (1312.6508) mask_bce 0.2029 (0.2458) mask_dice 0.8509 (0.8421) mem 21941MB +[2025-12-25 03:21:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1420/1573] eta 0:01:42 lr 0.000033 time 0.4184 (0.6708) loss 1343.7085 (1313.7032) grad_norm 225.7410 (237.7452) embed_mse 1342.6157 (1312.6152) mask_bce 0.2605 (0.2458) mask_dice 0.8323 (0.8421) mem 21941MB +[2025-12-25 03:22:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1430/1573] eta 0:01:36 lr 0.000033 time 0.4183 (0.6720) loss 1283.9719 (1313.7051) grad_norm 324.2929 (238.2315) embed_mse 1282.7871 (1312.6171) mask_bce 0.3266 (0.2458) mask_dice 0.8582 (0.8422) mem 21941MB +[2025-12-25 03:22:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1440/1573] eta 0:01:29 lr 0.000033 time 0.4185 (0.6710) loss 1315.7079 (1313.6081) grad_norm 261.9994 (238.4408) embed_mse 1314.6361 (1312.5202) mask_bce 0.2212 (0.2457) mask_dice 0.8506 (0.8422) mem 21941MB +[2025-12-25 03:22:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1450/1573] eta 0:01:22 lr 0.000033 time 0.4169 (0.6709) loss 1329.8745 (1313.5437) grad_norm 167.6848 (238.0499) embed_mse 1328.7723 (1312.4557) mask_bce 0.2721 (0.2457) mask_dice 0.8301 (0.8422) mem 21941MB +[2025-12-25 03:22:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1460/1573] eta 0:01:15 lr 0.000033 time 0.4297 (0.6700) loss 1285.7028 (1313.4698) grad_norm 406.0998 (238.9733) embed_mse 1284.5374 (1312.3818) mask_bce 0.3137 (0.2456) mask_dice 0.8518 (0.8423) mem 21941MB +[2025-12-25 03:22:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1470/1573] eta 0:01:09 lr 0.000033 time 1.7449 (0.6708) loss 1331.6479 (1313.4811) grad_norm 238.3740 (238.9700) embed_mse 1330.5656 (1312.3930) mask_bce 0.2371 (0.2458) mask_dice 0.8453 (0.8423) mem 21941MB +[2025-12-25 03:22:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1480/1573] eta 0:01:02 lr 0.000033 time 0.4235 (0.6705) loss 1292.3251 (1313.4664) grad_norm 229.7717 (238.8338) embed_mse 1291.2546 (1312.3784) mask_bce 0.2241 (0.2458) mask_dice 0.8463 (0.8423) mem 21941MB +[2025-12-25 03:22:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1490/1573] eta 0:00:55 lr 0.000033 time 0.4325 (0.6689) loss 1351.2037 (1313.6106) grad_norm 220.2099 (238.7336) embed_mse 1350.1211 (1312.5225) mask_bce 0.2401 (0.2459) mask_dice 0.8425 (0.8423) mem 21941MB +[2025-12-25 03:22:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1500/1573] eta 0:00:48 lr 0.000033 time 0.4219 (0.6697) loss 1324.8492 (1313.5209) grad_norm 299.7083 (239.0597) embed_mse 1323.7689 (1312.4328) mask_bce 0.2509 (0.2459) mask_dice 0.8295 (0.8423) mem 21941MB +[2025-12-25 03:22:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1510/1573] eta 0:00:42 lr 0.000033 time 0.4290 (0.6687) loss 1308.9225 (1313.5154) grad_norm 269.8856 (239.2237) embed_mse 1307.8453 (1312.4272) mask_bce 0.2286 (0.2459) mask_dice 0.8486 (0.8422) mem 21941MB +[2025-12-25 03:23:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1520/1573] eta 0:00:35 lr 0.000033 time 0.4209 (0.6671) loss 1355.1027 (1313.5682) grad_norm 268.7099 (239.5283) embed_mse 1354.0138 (1312.4801) mask_bce 0.2167 (0.2458) mask_dice 0.8722 (0.8423) mem 21941MB +[2025-12-25 03:23:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1530/1573] eta 0:00:28 lr 0.000033 time 0.4221 (0.6655) loss 1292.2417 (1313.6357) grad_norm 187.9218 (239.2581) embed_mse 1291.1749 (1312.5476) mask_bce 0.2318 (0.2458) mask_dice 0.8350 (0.8423) mem 21941MB +[2025-12-25 03:23:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1540/1573] eta 0:00:21 lr 0.000033 time 0.4167 (0.6666) loss 1377.1067 (1313.8320) grad_norm 255.4607 (239.3425) embed_mse 1375.9827 (1312.7438) mask_bce 0.3122 (0.2460) mask_dice 0.8117 (0.8423) mem 21941MB +[2025-12-25 03:23:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1550/1573] eta 0:00:15 lr 0.000033 time 0.4204 (0.6670) loss 1206.3634 (1313.8124) grad_norm 201.2286 (239.1450) embed_mse 1205.3225 (1312.7242) mask_bce 0.1964 (0.2459) mask_dice 0.8444 (0.8422) mem 21941MB +[2025-12-25 03:23:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1560/1573] eta 0:00:08 lr 0.000033 time 0.4163 (0.6661) loss 1304.4109 (1313.7501) grad_norm 308.9822 (239.7001) embed_mse 1303.3462 (1312.6620) mask_bce 0.2215 (0.2458) mask_dice 0.8432 (0.8423) mem 21941MB +[2025-12-25 03:23:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [11/30][1570/1573] eta 0:00:01 lr 0.000033 time 1.4779 (0.6661) loss 1301.5928 (1313.9356) grad_norm 193.9675 (239.4668) embed_mse 1300.4897 (1312.8475) mask_bce 0.2739 (0.2459) mask_dice 0.8293 (0.8422) mem 21941MB +[2025-12-25 03:23:36 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 11 training takes 0:17:30 +[2025-12-25 03:23:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][0/1573] eta 1:31:35 lr 0.000033 time 3.4938 (3.4938) loss 1340.3207 (1340.3207) grad_norm 0.0000 (0.0000) embed_mse 1339.2136 (1339.2136) mask_bce 0.2630 (0.2630) mask_dice 0.8439 (0.8439) mem 21941MB +[2025-12-25 03:23:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][10/1573] eta 0:34:53 lr 0.000033 time 0.4251 (1.3394) loss 1312.2527 (1319.7446) grad_norm 430.4414 (430.4414) embed_mse 1311.1862 (1318.6601) mask_bce 0.2344 (0.2344) mask_dice 0.8321 (0.8501) mem 21941MB +[2025-12-25 03:23:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][20/1573] eta 0:24:58 lr 0.000033 time 0.4218 (0.9648) loss 1266.8042 (1314.6137) grad_norm 340.5228 (385.4821) embed_mse 1265.6876 (1313.5223) mask_bce 0.3006 (0.2439) mask_dice 0.8159 (0.8475) mem 21941MB +[2025-12-25 03:24:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][30/1573] eta 0:20:41 lr 0.000033 time 0.4213 (0.8048) loss 1268.9817 (1312.2854) grad_norm 198.9581 (323.3074) embed_mse 1267.8685 (1311.1965) mask_bce 0.2554 (0.2426) mask_dice 0.8578 (0.8463) mem 21941MB +[2025-12-25 03:24:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][40/1573] eta 0:19:58 lr 0.000033 time 0.4238 (0.7815) loss 1320.9059 (1310.4326) grad_norm 258.2285 (290.8310) embed_mse 1319.8423 (1309.3469) mask_bce 0.2274 (0.2389) mask_dice 0.8362 (0.8468) mem 21941MB +[2025-12-25 03:24:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][50/1573] eta 0:20:41 lr 0.000033 time 0.4227 (0.8149) loss 1298.1869 (1312.7595) grad_norm 168.1092 (270.3774) embed_mse 1297.0923 (1311.6680) mask_bce 0.2459 (0.2460) mask_dice 0.8486 (0.8455) mem 21941MB +[2025-12-25 03:24:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][60/1573] eta 0:18:56 lr 0.000033 time 0.4203 (0.7513) loss 1262.2288 (1313.7210) grad_norm 197.4223 (259.9552) embed_mse 1261.1573 (1312.6299) mask_bce 0.2341 (0.2459) mask_dice 0.8374 (0.8452) mem 21941MB +[2025-12-25 03:24:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][70/1573] eta 0:17:40 lr 0.000033 time 0.4194 (0.7053) loss 1359.4740 (1315.5668) grad_norm 242.1331 (257.7274) embed_mse 1358.4138 (1314.4779) mask_bce 0.2146 (0.2434) mask_dice 0.8456 (0.8455) mem 21941MB +[2025-12-25 03:24:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][80/1573] eta 0:16:41 lr 0.000033 time 0.4309 (0.6708) loss 1295.2975 (1313.2207) grad_norm 253.1901 (254.3629) embed_mse 1294.2186 (1312.1319) mask_bce 0.2307 (0.2437) mask_dice 0.8482 (0.8451) mem 21941MB +[2025-12-25 03:24:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][90/1573] eta 0:16:38 lr 0.000033 time 0.4211 (0.6730) loss 1367.4700 (1315.0326) grad_norm 191.5451 (248.6522) embed_mse 1366.3794 (1313.9437) mask_bce 0.2600 (0.2448) mask_dice 0.8305 (0.8441) mem 21941MB +[2025-12-25 03:24:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][100/1573] eta 0:17:08 lr 0.000033 time 1.9279 (0.6983) loss 1367.7728 (1315.3801) grad_norm 367.0163 (258.5159) embed_mse 1366.7261 (1314.2910) mask_bce 0.1797 (0.2453) mask_dice 0.8671 (0.8438) mem 21941MB +[2025-12-25 03:24:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][110/1573] eta 0:16:45 lr 0.000033 time 0.4216 (0.6872) loss 1332.3734 (1314.0085) grad_norm 296.4976 (261.4376) embed_mse 1331.2543 (1312.9201) mask_bce 0.2947 (0.2448) mask_dice 0.8244 (0.8436) mem 21941MB +[2025-12-25 03:25:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][120/1573] eta 0:17:17 lr 0.000033 time 0.4234 (0.7140) loss 1340.9662 (1314.3621) grad_norm 178.3834 (252.9036) embed_mse 1339.8951 (1313.2747) mask_bce 0.2239 (0.2439) mask_dice 0.8471 (0.8435) mem 21941MB +[2025-12-25 03:25:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][130/1573] eta 0:16:38 lr 0.000033 time 0.4211 (0.6918) loss 1335.6312 (1314.5992) grad_norm 301.6621 (255.9510) embed_mse 1334.5929 (1313.5130) mask_bce 0.1508 (0.2421) mask_dice 0.8876 (0.8441) mem 21941MB +[2025-12-25 03:25:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][140/1573] eta 0:16:08 lr 0.000033 time 0.7671 (0.6755) loss 1329.9635 (1314.6796) grad_norm 183.2908 (251.6769) embed_mse 1328.8917 (1313.5934) mask_bce 0.2178 (0.2424) mask_dice 0.8541 (0.8438) mem 21941MB +[2025-12-25 03:25:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][150/1573] eta 0:15:43 lr 0.000033 time 0.4319 (0.6630) loss 1272.3430 (1313.7772) grad_norm 241.5164 (251.1124) embed_mse 1271.2321 (1312.6908) mask_bce 0.2823 (0.2427) mask_dice 0.8286 (0.8436) mem 21941MB +[2025-12-25 03:25:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][160/1573] eta 0:15:18 lr 0.000033 time 0.4209 (0.6501) loss 1292.4489 (1314.7027) grad_norm 289.5023 (247.8475) embed_mse 1291.3782 (1313.6147) mask_bce 0.2251 (0.2446) mask_dice 0.8456 (0.8434) mem 21941MB +[2025-12-25 03:25:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][170/1573] eta 0:14:53 lr 0.000033 time 0.4186 (0.6369) loss 1326.5306 (1314.2195) grad_norm 231.0484 (247.0476) embed_mse 1325.4316 (1313.1311) mask_bce 0.2755 (0.2454) mask_dice 0.8235 (0.8430) mem 21941MB +[2025-12-25 03:25:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][180/1573] eta 0:15:05 lr 0.000033 time 0.4330 (0.6497) loss 1303.2224 (1313.7684) grad_norm 187.2252 (244.3284) embed_mse 1302.1664 (1312.6799) mask_bce 0.2015 (0.2452) mask_dice 0.8546 (0.8433) mem 21941MB +[2025-12-25 03:25:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][190/1573] eta 0:14:42 lr 0.000033 time 0.4195 (0.6378) loss 1296.8456 (1313.9451) grad_norm 206.1982 (242.6705) embed_mse 1295.7634 (1312.8569) mask_bce 0.2304 (0.2447) mask_dice 0.8517 (0.8435) mem 21941MB +[2025-12-25 03:25:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][200/1573] eta 0:15:02 lr 0.000033 time 0.4217 (0.6573) loss 1278.6824 (1314.3250) grad_norm 264.0468 (245.8212) embed_mse 1277.5870 (1313.2372) mask_bce 0.2581 (0.2445) mask_dice 0.8371 (0.8434) mem 21941MB +[2025-12-25 03:25:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][210/1573] eta 0:14:41 lr 0.000033 time 0.4179 (0.6469) loss 1284.5753 (1314.3334) grad_norm 240.5003 (245.6165) embed_mse 1283.5126 (1313.2456) mask_bce 0.2235 (0.2443) mask_dice 0.8392 (0.8435) mem 21941MB +[2025-12-25 03:26:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][220/1573] eta 0:14:56 lr 0.000033 time 0.4171 (0.6624) loss 1346.6403 (1314.7376) grad_norm 204.9724 (244.1112) embed_mse 1345.5645 (1313.6497) mask_bce 0.2145 (0.2447) mask_dice 0.8613 (0.8432) mem 21941MB +[2025-12-25 03:26:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][230/1573] eta 0:14:37 lr 0.000033 time 0.4214 (0.6530) loss 1294.8464 (1314.8093) grad_norm 294.2550 (245.9020) embed_mse 1293.7815 (1313.7220) mask_bce 0.2035 (0.2443) mask_dice 0.8615 (0.8430) mem 21941MB +[2025-12-25 03:26:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][240/1573] eta 0:15:16 lr 0.000033 time 0.4159 (0.6873) loss 1213.1538 (1313.9236) grad_norm 186.6643 (241.8946) embed_mse 1212.0756 (1312.8367) mask_bce 0.2310 (0.2437) mask_dice 0.8472 (0.8431) mem 21941MB +[2025-12-25 03:26:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][250/1573] eta 0:14:55 lr 0.000033 time 0.4207 (0.6772) loss 1368.4624 (1312.9677) grad_norm 203.8728 (240.6681) embed_mse 1367.3781 (1311.8812) mask_bce 0.2214 (0.2435) mask_dice 0.8630 (0.8430) mem 21941MB +[2025-12-25 03:26:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][260/1573] eta 0:14:54 lr 0.000033 time 1.9676 (0.6813) loss 1361.9917 (1313.9262) grad_norm 217.6464 (239.9487) embed_mse 1360.9282 (1312.8400) mask_bce 0.2246 (0.2432) mask_dice 0.8389 (0.8431) mem 21941MB +[2025-12-25 03:26:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][270/1573] eta 0:14:44 lr 0.000033 time 0.5401 (0.6791) loss 1291.6205 (1313.7369) grad_norm 230.7186 (239.6690) embed_mse 1290.5493 (1312.6503) mask_bce 0.2202 (0.2438) mask_dice 0.8509 (0.8429) mem 21941MB +[2025-12-25 03:26:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][280/1573] eta 0:14:31 lr 0.000033 time 0.4160 (0.6740) loss 1335.2263 (1313.7042) grad_norm 366.8215 (244.4251) embed_mse 1334.1707 (1312.6175) mask_bce 0.1890 (0.2436) mask_dice 0.8666 (0.8431) mem 21941MB +[2025-12-25 03:26:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][290/1573] eta 0:14:34 lr 0.000033 time 0.4214 (0.6820) loss 1295.6421 (1313.9206) grad_norm 252.7437 (244.6561) embed_mse 1294.5970 (1312.8340) mask_bce 0.1928 (0.2437) mask_dice 0.8522 (0.8429) mem 21941MB +[2025-12-25 03:26:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][300/1573] eta 0:14:17 lr 0.000033 time 0.4303 (0.6736) loss 1310.8353 (1313.5802) grad_norm 202.1248 (243.5067) embed_mse 1309.7412 (1312.4939) mask_bce 0.2689 (0.2433) mask_dice 0.8252 (0.8429) mem 21941MB +[2025-12-25 03:27:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][310/1573] eta 0:14:17 lr 0.000033 time 0.4386 (0.6790) loss 1338.4298 (1313.4121) grad_norm 190.6827 (242.1165) embed_mse 1337.3259 (1312.3260) mask_bce 0.2659 (0.2432) mask_dice 0.8380 (0.8429) mem 21941MB +[2025-12-25 03:27:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][320/1573] eta 0:14:18 lr 0.000032 time 0.4175 (0.6855) loss 1323.4102 (1313.6133) grad_norm 145.4008 (239.7246) embed_mse 1322.3309 (1312.5271) mask_bce 0.2421 (0.2434) mask_dice 0.8371 (0.8428) mem 21941MB +[2025-12-25 03:27:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][330/1573] eta 0:14:16 lr 0.000032 time 0.4508 (0.6893) loss 1235.8834 (1313.4361) grad_norm 191.4626 (238.5475) embed_mse 1234.8158 (1312.3499) mask_bce 0.2101 (0.2435) mask_dice 0.8575 (0.8428) mem 21941MB +[2025-12-25 03:27:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][340/1573] eta 0:14:00 lr 0.000032 time 0.4198 (0.6814) loss 1266.2090 (1313.3619) grad_norm 169.9543 (236.9143) embed_mse 1265.0942 (1312.2757) mask_bce 0.2792 (0.2437) mask_dice 0.8356 (0.8425) mem 21941MB +[2025-12-25 03:27:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][350/1573] eta 0:13:47 lr 0.000032 time 0.4202 (0.6766) loss 1320.9723 (1313.0242) grad_norm 289.6513 (238.1407) embed_mse 1319.8873 (1311.9380) mask_bce 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03:28:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][390/1573] eta 0:13:31 lr 0.000032 time 0.4260 (0.6856) loss 1286.3347 (1313.6766) grad_norm 253.3241 (235.4828) embed_mse 1285.2433 (1312.5903) mask_bce 0.2538 (0.2430) mask_dice 0.8377 (0.8432) mem 21941MB +[2025-12-25 03:28:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][400/1573] eta 0:13:23 lr 0.000032 time 0.4185 (0.6852) loss 1324.0261 (1313.6459) grad_norm 198.8643 (235.2238) embed_mse 1322.9069 (1312.5596) mask_bce 0.2958 (0.2432) mask_dice 0.8235 (0.8431) mem 21941MB +[2025-12-25 03:28:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][410/1573] eta 0:13:09 lr 0.000032 time 0.4927 (0.6790) loss 1295.2987 (1313.3192) grad_norm 261.9477 (235.7478) embed_mse 1294.2125 (1312.2330) mask_bce 0.2169 (0.2430) mask_dice 0.8692 (0.8431) mem 21941MB +[2025-12-25 03:28:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][420/1573] eta 0:12:56 lr 0.000032 time 0.4321 (0.6731) loss 1344.8313 (1313.6159) grad_norm 167.1981 (234.4296) embed_mse 1343.7238 (1312.5295) mask_bce 0.2256 (0.2434) mask_dice 0.8819 (0.8430) mem 21941MB +[2025-12-25 03:28:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][430/1573] eta 0:12:42 lr 0.000032 time 0.4203 (0.6672) loss 1363.0867 (1313.8839) grad_norm 224.9472 (234.2506) embed_mse 1362.0239 (1312.7977) mask_bce 0.2000 (0.2431) mask_dice 0.8628 (0.8431) mem 21941MB +[2025-12-25 03:28:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][440/1573] eta 0:12:38 lr 0.000032 time 0.4207 (0.6693) loss 1332.9568 (1313.8411) grad_norm 180.4812 (233.9091) embed_mse 1331.8752 (1312.7549) mask_bce 0.2394 (0.2433) mask_dice 0.8421 (0.8429) mem 21941MB +[2025-12-25 03:28:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][450/1573] eta 0:12:32 lr 0.000032 time 0.4273 (0.6697) loss 1359.9385 (1313.5873) grad_norm 213.5884 (233.5462) embed_mse 1358.8466 (1312.5011) mask_bce 0.2472 (0.2434) mask_dice 0.8447 (0.8429) mem 21941MB +[2025-12-25 03:28:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][460/1573] eta 0:12:19 lr 0.000032 time 0.4230 (0.6644) loss 1317.3868 (1313.6331) grad_norm 182.0855 (232.6434) embed_mse 1316.3182 (1312.5469) mask_bce 0.1846 (0.2433) mask_dice 0.8841 (0.8429) mem 21941MB +[2025-12-25 03:28:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][470/1573] eta 0:12:14 lr 0.000032 time 0.4196 (0.6656) loss 1307.0026 (1313.9075) grad_norm 222.1905 (232.4632) embed_mse 1305.9250 (1312.8211) mask_bce 0.2121 (0.2433) mask_dice 0.8655 (0.8431) mem 21941MB +[2025-12-25 03:28:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][480/1573] eta 0:12:05 lr 0.000032 time 0.4225 (0.6640) loss 1342.2765 (1313.9523) grad_norm 359.6590 (234.0123) 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0.8555 (0.8432) mem 21941MB +[2025-12-25 03:29:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][520/1573] eta 0:11:34 lr 0.000032 time 0.4175 (0.6596) loss 1301.0426 (1313.8618) grad_norm 329.6333 (237.0601) embed_mse 1299.9490 (1312.7751) mask_bce 0.2388 (0.2434) mask_dice 0.8549 (0.8433) mem 21941MB +[2025-12-25 03:29:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][530/1573] eta 0:11:23 lr 0.000032 time 0.4253 (0.6551) loss 1351.3405 (1314.1380) grad_norm 282.7945 (237.7530) embed_mse 1350.2766 (1313.0513) mask_bce 0.2062 (0.2433) mask_dice 0.8577 (0.8434) mem 21941MB +[2025-12-25 03:29:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][540/1573] eta 0:11:12 lr 0.000032 time 0.4320 (0.6510) loss 1294.5012 (1314.3239) grad_norm 330.8883 (239.1431) embed_mse 1293.4053 (1313.2371) mask_bce 0.2495 (0.2432) mask_dice 0.8465 (0.8435) mem 21941MB +[2025-12-25 03:29:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][550/1573] eta 0:11:03 lr 0.000032 time 0.4987 (0.6482) loss 1271.3947 (1314.3088) grad_norm 226.0743 (238.9509) embed_mse 1270.2585 (1313.2220) mask_bce 0.2623 (0.2429) mask_dice 0.8738 (0.8438) mem 21941MB +[2025-12-25 03:29:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][560/1573] eta 0:10:59 lr 0.000032 time 3.4114 (0.6509) loss 1266.3450 (1314.1598) grad_norm 357.9194 (240.8345) embed_mse 1265.2550 (1313.0730) mask_bce 0.2383 (0.2429) mask_dice 0.8517 (0.8439) mem 21941MB +[2025-12-25 03:29:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][570/1573] eta 0:10:48 lr 0.000032 time 0.4194 (0.6470) loss 1281.6237 (1314.0476) grad_norm 200.0445 (240.2600) embed_mse 1280.5613 (1312.9607) mask_bce 0.2267 (0.2429) mask_dice 0.8357 (0.8441) mem 21941MB +[2025-12-25 03:29:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][580/1573] eta 0:10:46 lr 0.000032 time 0.4378 (0.6511) loss 1311.9307 (1314.0921) grad_norm 353.0326 (241.8263) embed_mse 1310.8359 (1313.0052) mask_bce 0.2561 (0.2428) mask_dice 0.8387 (0.8441) mem 21941MB +[2025-12-25 03:30:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][590/1573] eta 0:10:38 lr 0.000032 time 0.4254 (0.6490) loss 1298.7854 (1313.7524) grad_norm 158.5823 (240.6859) embed_mse 1297.7026 (1312.6652) mask_bce 0.2503 (0.2433) mask_dice 0.8324 (0.8439) mem 21941MB +[2025-12-25 03:30:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][600/1573] eta 0:10:28 lr 0.000032 time 0.4213 (0.6462) loss 1345.6990 (1313.6354) grad_norm 146.2228 (238.5444) embed_mse 1344.6149 (1312.5486) mask_bce 0.2288 (0.2429) mask_dice 0.8552 (0.8440) mem 21941MB +[2025-12-25 03:30:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][610/1573] eta 0:10:22 lr 0.000032 time 0.4227 (0.6467) loss 1297.2236 (1313.4258) grad_norm 171.5919 (237.6634) embed_mse 1296.1476 (1312.3391) mask_bce 0.2372 (0.2428) mask_dice 0.8389 (0.8440) mem 21941MB +[2025-12-25 03:30:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][620/1573] eta 0:10:12 lr 0.000032 time 0.4169 (0.6431) loss 1266.7129 (1313.2167) grad_norm 160.0238 (236.6551) embed_mse 1265.6479 (1312.1300) mask_bce 0.2310 (0.2429) mask_dice 0.8340 (0.8438) mem 21941MB +[2025-12-25 03:30:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][630/1573] eta 0:10:11 lr 0.000032 time 0.4198 (0.6486) loss 1327.4832 (1313.3229) grad_norm 173.3064 (235.8430) embed_mse 1326.3879 (1312.2362) mask_bce 0.2289 (0.2428) mask_dice 0.8663 (0.8439) mem 21941MB +[2025-12-25 03:30:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][640/1573] eta 0:10:01 lr 0.000032 time 0.4171 (0.6451) loss 1275.2191 (1313.3921) grad_norm 258.0987 (235.0588) embed_mse 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(0.8435) mem 21941MB +[2025-12-25 03:30:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][680/1573] eta 0:09:34 lr 0.000032 time 0.4214 (0.6437) loss 1329.9116 (1312.7211) grad_norm 172.2620 (233.7380) embed_mse 1328.8890 (1311.6345) mask_bce 0.1727 (0.2430) mask_dice 0.8498 (0.8436) mem 21941MB +[2025-12-25 03:31:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][690/1573] eta 0:09:29 lr 0.000032 time 3.7351 (0.6454) loss 1315.6943 (1312.5633) grad_norm 206.3640 (233.4197) embed_mse 1314.6305 (1311.4768) mask_bce 0.2208 (0.2430) mask_dice 0.8430 (0.8435) mem 21941MB +[2025-12-25 03:31:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][700/1573] eta 0:09:20 lr 0.000032 time 0.4210 (0.6425) loss 1313.6268 (1312.5661) grad_norm 169.2091 (232.6816) embed_mse 1312.5590 (1311.4795) mask_bce 0.2177 (0.2431) mask_dice 0.8503 (0.8435) mem 21941MB +[2025-12-25 03:31:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][710/1573] eta 0:09:11 lr 0.000032 time 0.4208 (0.6394) loss 1319.7974 (1312.6959) grad_norm 454.8817 (235.2066) embed_mse 1318.7205 (1311.6093) mask_bce 0.2424 (0.2431) mask_dice 0.8345 (0.8435) mem 21941MB +[2025-12-25 03:31:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][720/1573] eta 0:09:07 lr 0.000032 time 0.4198 (0.6423) loss 1336.8210 (1312.8339) grad_norm 165.3629 (234.4383) embed_mse 1335.7397 (1311.7474) mask_bce 0.2340 (0.2430) mask_dice 0.8473 (0.8435) mem 21941MB +[2025-12-25 03:31:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][730/1573] eta 0:09:03 lr 0.000032 time 3.4904 (0.6442) loss 1297.3694 (1312.7121) grad_norm 225.5629 (234.3408) embed_mse 1296.3208 (1311.6256) mask_bce 0.1985 (0.2428) mask_dice 0.8501 (0.8436) mem 21941MB +[2025-12-25 03:31:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][740/1573] eta 0:08:55 lr 0.000032 time 0.4218 (0.6431) loss 1299.2916 (1312.9771) grad_norm 201.4334 (233.9831) embed_mse 1298.1987 (1311.8905) mask_bce 0.2530 (0.2431) mask_dice 0.8399 (0.8436) mem 21941MB +[2025-12-25 03:31:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][750/1573] eta 0:08:49 lr 0.000032 time 0.4218 (0.6437) loss 1372.8505 (1313.1747) grad_norm 176.7269 (233.3674) embed_mse 1371.7717 (1312.0881) mask_bce 0.2259 (0.2431) mask_dice 0.8528 (0.8435) mem 21941MB +[2025-12-25 03:31:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][760/1573] eta 0:08:45 lr 0.000032 time 0.4183 (0.6467) loss 1305.7429 (1313.1997) grad_norm 208.5827 (233.0512) embed_mse 1304.6770 (1312.1132) mask_bce 0.2110 (0.2429) mask_dice 0.8550 (0.8436) mem 21941MB +[2025-12-25 03:31:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][770/1573] eta 0:08:37 lr 0.000032 time 0.4498 (0.6445) loss 1325.7914 (1313.2326) grad_norm 227.2914 (232.9911) embed_mse 1324.7017 (1312.1461) mask_bce 0.2491 (0.2431) mask_dice 0.8406 (0.8435) mem 21941MB +[2025-12-25 03:32:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][780/1573] eta 0:08:32 lr 0.000032 time 0.4285 (0.6465) loss 1307.5745 (1312.9115) grad_norm 199.8372 (232.6494) embed_mse 1306.4524 (1311.8250) mask_bce 0.2644 (0.2430) mask_dice 0.8577 (0.8436) mem 21941MB +[2025-12-25 03:32:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][790/1573] eta 0:08:29 lr 0.000032 time 0.4246 (0.6502) loss 1347.7333 (1312.8951) grad_norm 247.1287 (232.7971) embed_mse 1346.6560 (1311.8087) mask_bce 0.2392 (0.2429) mask_dice 0.8380 (0.8436) mem 21941MB +[2025-12-25 03:32:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][800/1573] eta 0:08:21 lr 0.000032 time 0.4249 (0.6484) loss 1322.8914 (1312.7202) grad_norm 164.3748 (232.1770) embed_mse 1321.8265 (1311.6337) mask_bce 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03:32:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][840/1573] eta 0:07:55 lr 0.000032 time 0.4317 (0.6486) loss 1253.1925 (1312.9785) grad_norm 289.9357 (234.3445) embed_mse 1252.1329 (1311.8922) mask_bce 0.2251 (0.2427) mask_dice 0.8344 (0.8436) mem 21941MB +[2025-12-25 03:32:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][850/1573] eta 0:07:50 lr 0.000032 time 0.4489 (0.6503) loss 1327.1914 (1312.9915) grad_norm 335.6208 (235.2999) embed_mse 1326.1171 (1311.9053) mask_bce 0.2392 (0.2427) mask_dice 0.8351 (0.8436) mem 21941MB +[2025-12-25 03:32:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][860/1573] eta 0:07:44 lr 0.000032 time 1.0262 (0.6511) loss 1299.8196 (1312.8287) grad_norm 283.7195 (235.7524) embed_mse 1298.7394 (1311.7426) mask_bce 0.2524 (0.2426) mask_dice 0.8278 (0.8435) mem 21941MB +[2025-12-25 03:33:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][870/1573] eta 0:07:36 lr 0.000032 time 0.4219 (0.6495) loss 1295.3203 (1312.8683) grad_norm 302.3653 (236.3692) embed_mse 1294.2251 (1311.7821) mask_bce 0.2446 (0.2427) mask_dice 0.8505 (0.8434) mem 21941MB +[2025-12-25 03:33:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][880/1573] eta 0:07:31 lr 0.000032 time 0.4210 (0.6513) loss 1336.3967 (1312.9835) grad_norm 224.3412 (236.6003) embed_mse 1335.3024 (1311.8974) mask_bce 0.2884 (0.2427) mask_dice 0.8059 (0.8433) mem 21941MB +[2025-12-25 03:33:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][890/1573] eta 0:07:23 lr 0.000032 time 0.8866 (0.6499) loss 1353.1160 (1312.8608) grad_norm 158.7778 (235.8992) embed_mse 1352.0902 (1311.7748) mask_bce 0.1920 (0.2427) mask_dice 0.8337 (0.8433) mem 21941MB +[2025-12-25 03:33:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][900/1573] eta 0:07:17 lr 0.000032 time 0.4263 (0.6501) loss 1289.3525 (1312.9937) grad_norm 234.1207 (235.8833) embed_mse 1288.2444 (1311.9076) mask_bce 0.2584 (0.2427) mask_dice 0.8497 (0.8434) mem 21941MB +[2025-12-25 03:33:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][910/1573] eta 0:07:13 lr 0.000032 time 0.4304 (0.6536) loss 1320.5112 (1312.9812) grad_norm 335.8660 (236.7681) embed_mse 1319.4470 (1311.8952) mask_bce 0.2344 (0.2427) mask_dice 0.8299 (0.8434) mem 21941MB +[2025-12-25 03:33:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][920/1573] eta 0:07:08 lr 0.000032 time 0.4328 (0.6559) loss 1279.0637 (1312.8994) grad_norm 267.0260 (236.7400) embed_mse 1277.9662 (1311.8134) mask_bce 0.2527 (0.2426) mask_dice 0.8448 (0.8434) mem 21941MB +[2025-12-25 03:33:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][930/1573] eta 0:07:04 lr 0.000032 time 0.4236 (0.6607) loss 1308.2986 (1313.0295) grad_norm 189.5654 (236.3333) embed_mse 1307.1859 (1311.9435) mask_bce 0.2881 (0.2425) mask_dice 0.8246 (0.8435) mem 21941MB +[2025-12-25 03:33:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][940/1573] eta 0:06:57 lr 0.000032 time 0.4194 (0.6596) loss 1252.8073 (1312.9063) grad_norm 159.9677 (235.6806) embed_mse 1251.7451 (1311.8204) mask_bce 0.2159 (0.2426) mask_dice 0.8463 (0.8434) mem 21941MB +[2025-12-25 03:34:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][950/1573] eta 0:06:52 lr 0.000031 time 0.4266 (0.6616) loss 1334.5959 (1313.0153) grad_norm 322.1254 (236.4132) embed_mse 1333.4896 (1311.9293) mask_bce 0.2660 (0.2427) mask_dice 0.8404 (0.8434) mem 21941MB +[2025-12-25 03:34:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][960/1573] eta 0:06:44 lr 0.000031 time 0.4370 (0.6600) loss 1341.3140 (1313.1606) grad_norm 172.0547 (235.9131) embed_mse 1340.2288 (1312.0747) mask_bce 0.2408 (0.2425) mask_dice 0.8444 (0.8434) mem 21941MB +[2025-12-25 03:34:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][970/1573] eta 0:06:39 lr 0.000031 time 0.4466 (0.6619) loss 1317.7833 (1313.2325) grad_norm 205.5135 (235.6618) embed_mse 1316.7076 (1312.1466) mask_bce 0.2125 (0.2425) mask_dice 0.8631 (0.8434) mem 21941MB +[2025-12-25 03:34:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][980/1573] eta 0:06:33 lr 0.000031 time 0.4228 (0.6631) loss 1293.6576 (1313.1884) grad_norm 259.7279 (235.8591) embed_mse 1292.5951 (1312.1026) mask_bce 0.2194 (0.2424) mask_dice 0.8430 (0.8434) mem 21941MB +[2025-12-25 03:34:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][990/1573] eta 0:06:27 lr 0.000031 time 0.4315 (0.6645) loss 1333.0809 (1313.1171) grad_norm 365.5450 (236.9135) embed_mse 1332.0297 (1312.0312) mask_bce 0.2026 (0.2425) mask_dice 0.8486 (0.8434) mem 21941MB +[2025-12-25 03:34:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1000/1573] eta 0:06:19 lr 0.000031 time 0.4360 (0.6622) loss 1324.0979 (1313.1452) grad_norm 216.6690 (237.3382) embed_mse 1323.0182 (1312.0592) mask_bce 0.2449 (0.2426) mask_dice 0.8348 (0.8434) mem 21941MB +[2025-12-25 03:34:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1010/1573] eta 0:06:12 lr 0.000031 time 0.4245 (0.6615) loss 1310.0417 (1313.2245) grad_norm 293.5751 (237.7845) embed_mse 1308.9685 (1312.1385) mask_bce 0.2273 (0.2427) mask_dice 0.8459 (0.8433) mem 21941MB +[2025-12-25 03:34:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1020/1573] eta 0:06:05 lr 0.000031 time 0.4215 (0.6617) loss 1315.5873 (1313.1376) grad_norm 248.4950 (237.8689) embed_mse 1314.5430 (1312.0515) mask_bce 0.2205 (0.2428) mask_dice 0.8238 (0.8433) mem 21941MB +[2025-12-25 03:35:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1030/1573] eta 0:06:00 lr 0.000031 time 0.4188 (0.6638) loss 1317.0042 (1313.1842) grad_norm 230.0968 (237.8082) embed_mse 1315.9377 (1312.0979) mask_bce 0.2106 (0.2429) mask_dice 0.8557 (0.8434) mem 21941MB +[2025-12-25 03:35:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1040/1573] eta 0:05:52 lr 0.000031 time 0.4322 (0.6616) loss 1313.1685 (1313.0337) grad_norm 238.6393 (239.8165) embed_mse 1312.1078 (1311.9475) mask_bce 0.2068 (0.2429) mask_dice 0.8538 (0.8433) mem 21941MB +[2025-12-25 03:35:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1050/1573] eta 0:05:44 lr 0.000031 time 0.4196 (0.6593) loss 1329.0184 (1313.1146) grad_norm 284.2952 (240.1560) embed_mse 1327.8639 (1312.0282) mask_bce 0.3102 (0.2430) mask_dice 0.8444 (0.8433) mem 21941MB +[2025-12-25 03:35:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1060/1573] eta 0:05:38 lr 0.000031 time 0.4217 (0.6594) loss 1339.5728 (1313.1174) grad_norm 155.0422 (239.5112) embed_mse 1338.4701 (1312.0310) mask_bce 0.2853 (0.2431) mask_dice 0.8174 (0.8432) mem 21941MB +[2025-12-25 03:35:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1070/1573] eta 0:05:31 lr 0.000031 time 0.4248 (0.6590) loss 1295.4679 (1313.1105) grad_norm 236.0624 (239.4853) embed_mse 1294.5161 (1312.0243) mask_bce 0.2296 (0.2431) mask_dice 0.7221 (0.8432) mem 21941MB +[2025-12-25 03:35:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1080/1573] eta 0:05:24 lr 0.000031 time 0.4263 (0.6585) loss 1319.3007 (1313.1508) grad_norm 231.3739 (239.9378) embed_mse 1318.2239 (1312.0645) mask_bce 0.2370 (0.2432) mask_dice 0.8397 (0.8431) mem 21941MB +[2025-12-25 03:35:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1090/1573] eta 0:05:18 lr 0.000031 time 0.4202 (0.6586) loss 1330.9346 (1313.1380) grad_norm 165.3644 (239.3895) embed_mse 1329.8590 (1312.0518) mask_bce 0.2258 (0.2432) mask_dice 0.8498 (0.8431) mem 21941MB +[2025-12-25 03:35:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1100/1573] eta 0:05:11 lr 0.000031 time 0.4223 (0.6588) loss 1328.4968 (1313.0424) grad_norm 346.8276 (240.1737) embed_mse 1327.4055 (1311.9560) mask_bce 0.2476 (0.2434) mask_dice 0.8437 (0.8430) mem 21941MB +[2025-12-25 03:35:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1110/1573] eta 0:05:05 lr 0.000031 time 0.4263 (0.6605) loss 1317.6262 (1312.8983) grad_norm 187.0583 (239.7888) embed_mse 1316.5521 (1311.8118) mask_bce 0.2252 (0.2434) mask_dice 0.8489 (0.8431) mem 21941MB +[2025-12-25 03:35:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1120/1573] eta 0:04:59 lr 0.000031 time 0.4252 (0.6608) loss 1390.0291 (1312.8366) grad_norm 231.6683 (239.3337) embed_mse 1388.9531 (1311.7502) mask_bce 0.2269 (0.2434) mask_dice 0.8490 (0.8430) mem 21941MB +[2025-12-25 03:36:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1130/1573] eta 0:04:55 lr 0.000031 time 0.4219 (0.6670) loss 1309.6251 (1312.7779) grad_norm 292.8397 (239.7132) embed_mse 1308.5801 (1311.6915) mask_bce 0.1845 (0.2433) mask_dice 0.8606 (0.8431) mem 21941MB +[2025-12-25 03:36:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1140/1573] eta 0:04:48 lr 0.000031 time 0.4193 (0.6663) loss 1325.6874 (1312.7784) grad_norm 176.9766 (239.2714) embed_mse 1324.5563 (1311.6921) mask_bce 0.2793 (0.2432) mask_dice 0.8518 (0.8431) mem 21941MB +[2025-12-25 03:36:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1150/1573] eta 0:04:41 lr 0.000031 time 0.4239 (0.6658) loss 1309.5630 (1312.8006) grad_norm 252.2969 (239.3625) embed_mse 1308.4647 (1311.7143) mask_bce 0.2562 (0.2432) mask_dice 0.8421 (0.8431) mem 21941MB +[2025-12-25 03:36:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1160/1573] eta 0:04:35 lr 0.000031 time 0.4397 (0.6682) loss 1335.4773 (1312.8145) grad_norm 223.9316 (238.8348) embed_mse 1334.4116 (1311.7279) mask_bce 0.1992 (0.2434) mask_dice 0.8664 (0.8431) mem 21941MB +[2025-12-25 03:36:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1170/1573] eta 0:04:28 lr 0.000031 time 0.4162 (0.6661) loss 1369.9470 (1312.9335) grad_norm 173.4682 (238.3871) embed_mse 1368.7943 (1311.8469) mask_bce 0.3020 (0.2434) mask_dice 0.8507 (0.8431) mem 21941MB +[2025-12-25 03:36:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1180/1573] eta 0:04:21 lr 0.000031 time 0.4507 (0.6649) loss 1328.3726 (1312.9655) grad_norm 216.8259 (238.2404) embed_mse 1327.2653 (1311.8789) mask_bce 0.2831 (0.2436) mask_dice 0.8242 (0.8431) mem 21941MB +[2025-12-25 03:36:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1190/1573] eta 0:04:14 lr 0.000031 time 0.4236 (0.6638) loss 1310.1097 (1312.9888) grad_norm 218.7618 (238.1088) embed_mse 1309.0492 (1311.9023) mask_bce 0.2095 (0.2435) mask_dice 0.8511 (0.8431) mem 21941MB +[2025-12-25 03:36:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1200/1573] eta 0:04:07 lr 0.000031 time 0.4178 (0.6644) loss 1253.6213 (1312.9383) grad_norm 225.1444 (238.2972) embed_mse 1252.5658 (1311.8517) mask_bce 0.2185 (0.2435) mask_dice 0.8370 (0.8430) mem 21941MB +[2025-12-25 03:37:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1210/1573] eta 0:04:01 lr 0.000031 time 0.4181 (0.6661) loss 1277.8583 (1313.0117) grad_norm 180.6565 (237.9155) embed_mse 1276.7587 (1311.9252) mask_bce 0.2594 (0.2435) mask_dice 0.8402 (0.8430) mem 21941MB +[2025-12-25 03:37:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1220/1573] eta 0:03:54 lr 0.000031 time 0.4285 (0.6649) loss 1355.1812 (1313.0063) grad_norm 270.4043 (238.1293) embed_mse 1354.0769 (1311.9197) mask_bce 0.2681 (0.2436) mask_dice 0.8361 (0.8430) mem 21941MB +[2025-12-25 03:37:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1230/1573] eta 0:03:48 lr 0.000031 time 0.4231 (0.6657) loss 1373.9030 (1313.1476) grad_norm 185.5258 (237.7855) embed_mse 1372.7758 (1312.0610) mask_bce 0.3037 (0.2437) mask_dice 0.8235 (0.8429) mem 21941MB +[2025-12-25 03:37:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1240/1573] eta 0:03:41 lr 0.000031 time 0.4194 (0.6663) loss 1308.6404 (1313.1677) grad_norm 360.6703 (238.4232) embed_mse 1307.5955 (1312.0811) mask_bce 0.1865 (0.2436) mask_dice 0.8584 (0.8429) mem 21941MB +[2025-12-25 03:37:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1250/1573] eta 0:03:34 lr 0.000031 time 0.4166 (0.6644) loss 1270.6910 (1313.1811) grad_norm 215.0551 (238.2734) embed_mse 1269.5928 (1312.0945) mask_bce 0.2561 (0.2437) mask_dice 0.8422 (0.8429) mem 21941MB +[2025-12-25 03:37:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1260/1573] eta 0:03:27 lr 0.000031 time 0.4156 (0.6630) loss 1283.3696 (1312.9366) grad_norm 200.0396 (238.0299) embed_mse 1282.3047 (1311.8500) mask_bce 0.2162 (0.2436) mask_dice 0.8488 (0.8430) mem 21941MB +[2025-12-25 03:37:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1270/1573] eta 0:03:21 lr 0.000031 time 0.4183 (0.6645) loss 1340.4415 (1312.8714) grad_norm 209.3554 (237.8484) embed_mse 1339.3502 (1311.7847) mask_bce 0.2530 (0.2436) mask_dice 0.8382 (0.8430) mem 21941MB +[2025-12-25 03:37:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1280/1573] eta 0:03:14 lr 0.000031 time 0.4208 (0.6649) loss 1363.7616 (1313.1015) grad_norm 360.0901 (238.6893) embed_mse 1362.6826 (1312.0149) mask_bce 0.2443 (0.2436) mask_dice 0.8347 (0.8430) mem 21941MB +[2025-12-25 03:37:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1290/1573] eta 0:03:08 lr 0.000031 time 0.4209 (0.6673) loss 1282.5049 (1313.0712) grad_norm 172.6109 (238.2788) embed_mse 1281.2390 (1311.9845) mask_bce 0.3918 (0.2437) mask_dice 0.8740 (0.8430) mem 21941MB +[2025-12-25 03:38:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1300/1573] eta 0:03:01 lr 0.000031 time 0.4208 (0.6666) loss 1329.6880 (1313.1051) grad_norm 213.1998 (238.1240) embed_mse 1328.5922 (1312.0184) mask_bce 0.2370 (0.2437) mask_dice 0.8589 (0.8431) mem 21941MB +[2025-12-25 03:38:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1310/1573] eta 0:02:56 lr 0.000031 time 0.4258 (0.6695) loss 1329.5337 (1313.1801) grad_norm 264.2151 (238.2841) embed_mse 1328.4647 (1312.0933) mask_bce 0.2345 (0.2437) mask_dice 0.8345 (0.8431) mem 21941MB +[2025-12-25 03:38:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1320/1573] eta 0:02:48 lr 0.000031 time 0.4393 (0.6676) loss 1308.0665 (1313.1518) grad_norm 186.4270 (237.6026) embed_mse 1306.9888 (1312.0651) mask_bce 0.2511 (0.2436) mask_dice 0.8266 (0.8430) mem 21941MB +[2025-12-25 03:38:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1330/1573] eta 0:02:41 lr 0.000031 time 0.4224 (0.6658) loss 1285.3132 (1313.0886) grad_norm 221.2019 (237.5038) embed_mse 1284.2168 (1312.0020) mask_bce 0.2641 (0.2435) mask_dice 0.8323 (0.8431) mem 21941MB +[2025-12-25 03:38:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1340/1573] eta 0:02:34 lr 0.000031 time 0.4189 (0.6641) loss 1290.6526 (1312.9301) grad_norm 193.3887 (237.2396) embed_mse 1289.5863 (1311.8436) mask_bce 0.2213 (0.2435) mask_dice 0.8450 (0.8431) mem 21941MB +[2025-12-25 03:38:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1350/1573] eta 0:02:29 lr 0.000031 time 0.4175 (0.6712) loss 1326.4254 (1312.9508) grad_norm 178.4606 (236.8898) embed_mse 1325.3563 (1311.8642) mask_bce 0.2281 (0.2435) mask_dice 0.8410 (0.8431) mem 21941MB +[2025-12-25 03:38:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1360/1573] eta 0:02:23 lr 0.000031 time 0.4200 (0.6722) loss 1362.2653 (1313.1363) grad_norm 285.4549 (237.0939) embed_mse 1361.0886 (1312.0495) mask_bce 0.3149 (0.2437) mask_dice 0.8618 (0.8431) mem 21941MB +[2025-12-25 03:38:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1370/1573] eta 0:02:16 lr 0.000031 time 0.4186 (0.6706) loss 1343.5587 (1313.1547) grad_norm 265.3260 (237.2590) embed_mse 1342.4596 (1312.0679) mask_bce 0.2594 (0.2438) mask_dice 0.8397 (0.8430) mem 21941MB +[2025-12-25 03:39:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1380/1573] eta 0:02:09 lr 0.000031 time 0.4293 (0.6704) loss 1286.7810 (1313.2231) grad_norm 186.5279 (236.9640) embed_mse 1285.6609 (1312.1363) mask_bce 0.2990 (0.2438) mask_dice 0.8212 (0.8430) mem 21941MB +[2025-12-25 03:39:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1390/1573] eta 0:02:02 lr 0.000031 time 0.4331 (0.6703) loss 1340.4895 (1313.2292) grad_norm 169.1933 (236.5723) embed_mse 1339.4017 (1312.1424) mask_bce 0.2355 (0.2436) mask_dice 0.8523 (0.8431) mem 21941MB +[2025-12-25 03:39:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1400/1573] eta 0:01:56 lr 0.000031 time 0.4329 (0.6711) loss 1320.3600 (1313.3554) grad_norm 223.8432 (237.1601) embed_mse 1319.2577 (1312.2687) mask_bce 0.2761 (0.2437) mask_dice 0.8262 (0.8430) mem 21941MB +[2025-12-25 03:39:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1410/1573] eta 0:01:49 lr 0.000031 time 0.4710 (0.6703) loss 1232.6052 (1313.4014) grad_norm 283.7699 (237.4249) embed_mse 1231.5061 (1312.3146) mask_bce 0.2686 (0.2438) mask_dice 0.8306 (0.8430) mem 21941MB +[2025-12-25 03:39:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1420/1573] eta 0:01:42 lr 0.000031 time 0.4248 (0.6712) loss 1315.3228 (1313.2506) grad_norm 224.6979 (237.3530) embed_mse 1314.2311 (1312.1636) mask_bce 0.2550 (0.2439) mask_dice 0.8366 (0.8430) mem 21941MB +[2025-12-25 03:39:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1430/1573] eta 0:01:35 lr 0.000031 time 0.4317 (0.6700) loss 1297.2605 (1313.3375) grad_norm 234.1959 (237.3353) embed_mse 1296.1827 (1312.2506) mask_bce 0.2272 (0.2439) mask_dice 0.8505 (0.8430) mem 21941MB +[2025-12-25 03:39:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1440/1573] eta 0:01:29 lr 0.000031 time 0.4571 (0.6720) loss 1333.3759 (1313.3724) grad_norm 218.4213 (237.6606) embed_mse 1332.2753 (1312.2855) mask_bce 0.2807 (0.2440) mask_dice 0.8199 (0.8429) mem 21941MB +[2025-12-25 03:39:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1450/1573] eta 0:01:22 lr 0.000031 time 0.4510 (0.6706) loss 1298.9457 (1313.3528) grad_norm 208.1928 (237.4977) embed_mse 1297.8776 (1312.2658) mask_bce 0.2280 (0.2441) mask_dice 0.8401 (0.8429) mem 21941MB +[2025-12-25 03:39:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1460/1573] eta 0:01:15 lr 0.000031 time 2.2000 (0.6709) loss 1351.0581 (1313.2333) grad_norm 243.2391 (237.5293) embed_mse 1349.9429 (1312.1463) mask_bce 0.2842 (0.2441) mask_dice 0.8310 (0.8428) mem 21941MB +[2025-12-25 03:40:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1470/1573] eta 0:01:08 lr 0.000031 time 0.4392 (0.6693) loss 1293.1460 (1313.2588) grad_norm 294.2944 (237.8394) embed_mse 1292.0693 (1312.1716) mask_bce 0.2469 (0.2443) mask_dice 0.8298 (0.8429) mem 21941MB +[2025-12-25 03:40:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1480/1573] eta 0:01:02 lr 0.000031 time 0.4227 (0.6706) loss 1266.1403 (1313.2588) grad_norm 177.7981 (237.7074) embed_mse 1265.0243 (1312.1716) mask_bce 0.2998 (0.2444) mask_dice 0.8162 (0.8428) mem 21941MB +[2025-12-25 03:40:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1490/1573] eta 0:00:55 lr 0.000031 time 0.4306 (0.6691) loss 1303.0409 (1313.3283) grad_norm 181.8559 (237.4071) embed_mse 1301.9344 (1312.2411) mask_bce 0.2894 (0.2444) mask_dice 0.8172 (0.8428) mem 21941MB +[2025-12-25 03:40:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1500/1573] eta 0:00:48 lr 0.000031 time 2.0724 (0.6701) loss 1388.2239 (1313.3222) grad_norm 287.6248 (237.6757) embed_mse 1387.1084 (1312.2349) mask_bce 0.2655 (0.2445) mask_dice 0.8500 (0.8428) mem 21941MB +[2025-12-25 03:40:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1510/1573] eta 0:00:42 lr 0.000031 time 0.4407 (0.6715) loss 1341.8242 (1313.2085) grad_norm 347.3523 (238.2590) embed_mse 1340.7407 (1312.1212) mask_bce 0.2574 (0.2446) mask_dice 0.8260 (0.8427) mem 21941MB +[2025-12-25 03:40:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1520/1573] eta 0:00:35 lr 0.000031 time 0.4613 (0.6703) loss 1346.1400 (1313.4071) grad_norm 252.6838 (238.5556) embed_mse 1345.0458 (1312.3199) mask_bce 0.2208 (0.2444) mask_dice 0.8735 (0.8428) mem 21941MB +[2025-12-25 03:40:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1530/1573] eta 0:00:28 lr 0.000031 time 0.4267 (0.6740) loss 1330.4102 (1313.5279) grad_norm 263.1756 (238.6845) embed_mse 1329.3312 (1312.4407) mask_bce 0.2441 (0.2444) mask_dice 0.8350 (0.8428) mem 21941MB +[2025-12-25 03:40:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1540/1573] eta 0:00:22 lr 0.000031 time 0.4264 (0.6732) loss 1309.7323 (1313.4119) grad_norm 191.9142 (238.4409) embed_mse 1308.6682 (1312.3248) mask_bce 0.1831 (0.2443) mask_dice 0.8810 (0.8428) mem 21941MB +[2025-12-25 03:41:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1550/1573] eta 0:00:15 lr 0.000031 time 0.4281 (0.6733) loss 1324.4205 (1313.4642) grad_norm 205.4686 (238.2700) embed_mse 1323.3440 (1312.3771) mask_bce 0.2292 (0.2443) mask_dice 0.8473 (0.8428) mem 21941MB +[2025-12-25 03:41:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1560/1573] eta 0:00:08 lr 0.000031 time 0.4519 (0.6733) loss 1282.3121 (1313.4838) grad_norm 226.8615 (237.8638) embed_mse 1281.1862 (1312.3967) mask_bce 0.2907 (0.2443) mask_dice 0.8352 (0.8428) mem 21941MB +[2025-12-25 03:41:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [12/30][1570/1573] eta 0:00:02 lr 0.000031 time 0.4270 (0.6726) loss 1327.3159 (1313.5333) grad_norm 395.0328 (238.6656) embed_mse 1326.2313 (1312.4462) mask_bce 0.2461 (0.2443) mask_dice 0.8385 (0.8428) mem 21941MB +[2025-12-25 03:41:14 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 12 training takes 0:17:37 +[2025-12-25 03:41:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][0/1573] eta 2:28:17 lr 0.000031 time 5.6562 (5.6562) loss 1269.8833 (1269.8833) grad_norm 0.0000 (0.0000) embed_mse 1268.8088 (1268.8088) mask_bce 0.2313 (0.2313) mask_dice 0.8432 (0.8432) mem 21941MB +[2025-12-25 03:41:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][10/1573] eta 0:42:37 lr 0.000030 time 0.4282 (1.6365) loss 1305.0247 (1312.5141) grad_norm 509.3675 (509.3675) embed_mse 1303.9575 (1311.4224) mask_bce 0.2248 (0.2485) mask_dice 0.8423 (0.8432) mem 21941MB +[2025-12-25 03:41:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][20/1573] eta 0:27:35 lr 0.000030 time 0.4829 (1.0657) loss 1244.5760 (1316.2227) grad_norm 190.1816 (349.7745) embed_mse 1243.5411 (1315.1304) mask_bce 0.1825 (0.2480) mask_dice 0.8524 (0.8443) mem 21941MB +[2025-12-25 03:41:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][30/1573] eta 0:22:09 lr 0.000030 time 0.4326 (0.8614) loss 1347.7919 (1310.8632) grad_norm 173.3465 (290.9652) embed_mse 1346.7188 (1309.7752) mask_bce 0.2229 (0.2444) mask_dice 0.8502 (0.8436) mem 21941MB +[2025-12-25 03:41:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][40/1573] eta 0:23:05 lr 0.000030 time 0.4286 (0.9038) loss 1336.7434 (1308.7808) grad_norm 150.0543 (251.2262) embed_mse 1335.6572 (1307.6922) mask_bce 0.2352 (0.2461) mask_dice 0.8510 (0.8426) mem 21941MB +[2025-12-25 03:42:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][50/1573] eta 0:23:13 lr 0.000030 time 0.4365 (0.9152) loss 1204.4016 (1307.3252) grad_norm 260.9224 (252.8422) embed_mse 1203.3259 (1306.2379) mask_bce 0.2350 (0.2447) mask_dice 0.8407 (0.8426) mem 21941MB +[2025-12-25 03:42:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][60/1573] eta 0:21:06 lr 0.000030 time 0.4225 (0.8368) loss 1425.1927 (1311.8953) grad_norm 309.7847 (260.9769) embed_mse 1424.1185 (1310.8081) mask_bce 0.2331 (0.2460) mask_dice 0.8411 (0.8413) mem 21941MB +[2025-12-25 03:42:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][70/1573] eta 0:20:57 lr 0.000030 time 3.7250 (0.8368) loss 1337.2772 (1314.0927) grad_norm 374.5747 (275.1766) embed_mse 1336.2089 (1313.0057) mask_bce 0.2211 (0.2455) mask_dice 0.8473 (0.8414) mem 21941MB +[2025-12-25 03:42:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][80/1573] eta 0:21:06 lr 0.000030 time 0.4479 (0.8485) loss 1305.0414 (1312.5847) grad_norm 210.0953 (277.1529) embed_mse 1303.9402 (1311.4967) mask_bce 0.2705 (0.2465) mask_dice 0.8307 (0.8415) mem 21941MB +[2025-12-25 03:42:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][90/1573] eta 0:20:58 lr 0.000030 time 0.4346 (0.8487) loss 1300.2429 (1311.4605) grad_norm 169.1362 (267.3332) embed_mse 1299.1625 (1310.3721) mask_bce 0.2238 (0.2463) mask_dice 0.8565 (0.8421) mem 21941MB +[2025-12-25 03:42:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][100/1573] eta 0:19:49 lr 0.000030 time 0.4247 (0.8075) loss 1321.5260 (1309.6491) grad_norm 166.4025 (258.9223) embed_mse 1320.4717 (1308.5594) mask_bce 0.2027 (0.2473) mask_dice 0.8516 (0.8425) mem 21941MB +[2025-12-25 03:42:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][110/1573] eta 0:18:53 lr 0.000030 time 0.4211 (0.7748) loss 1264.9437 (1309.9329) grad_norm 220.5215 (255.9684) embed_mse 1263.8795 (1308.8446) mask_bce 0.2204 (0.2450) mask_dice 0.8439 (0.8433) mem 21941MB +[2025-12-25 03:42:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][120/1573] eta 0:18:06 lr 0.000030 time 0.4263 (0.7474) loss 1244.1320 (1309.2937) grad_norm 357.6943 (262.0290) embed_mse 1243.0587 (1308.2050) mask_bce 0.2446 (0.2455) mask_dice 0.8286 (0.8432) mem 21941MB +[2025-12-25 03:42:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][130/1573] eta 0:18:00 lr 0.000030 time 0.4264 (0.7486) loss 1200.1152 (1309.7202) grad_norm 196.4256 (257.9288) embed_mse 1199.0187 (1308.6314) mask_bce 0.2650 (0.2454) mask_dice 0.8316 (0.8434) mem 21941MB +[2025-12-25 03:42:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][140/1573] eta 0:17:20 lr 0.000030 time 0.4269 (0.7259) loss 1335.9210 (1310.2345) grad_norm 217.1429 (255.5296) embed_mse 1334.8322 (1309.1458) mask_bce 0.2511 (0.2455) mask_dice 0.8378 (0.8433) mem 21941MB +[2025-12-25 03:43:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][150/1573] eta 0:16:44 lr 0.000030 time 0.4351 (0.7062) loss 1269.5857 (1309.9635) grad_norm 189.0849 (251.8382) embed_mse 1268.5145 (1308.8756) mask_bce 0.2076 (0.2441) mask_dice 0.8637 (0.8438) mem 21941MB +[2025-12-25 03:43:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][160/1573] eta 0:16:19 lr 0.000030 time 1.0955 (0.6929) loss 1341.3184 (1310.1192) grad_norm 173.1554 (249.0898) embed_mse 1340.2234 (1309.0322) mask_bce 0.2299 (0.2429) mask_dice 0.8651 (0.8441) mem 21941MB +[2025-12-25 03:43:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][170/1573] eta 0:15:50 lr 0.000030 time 0.4421 (0.6774) loss 1312.2421 (1310.0855) grad_norm 281.5830 (250.6371) embed_mse 1311.1211 (1308.9982) mask_bce 0.2432 (0.2432) mask_dice 0.8778 (0.8441) mem 21941MB +[2025-12-25 03:43:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][180/1573] eta 0:15:40 lr 0.000030 time 2.5603 (0.6751) loss 1361.6516 (1310.9796) grad_norm 316.4445 (253.6284) embed_mse 1360.5598 (1309.8922) mask_bce 0.2323 (0.2436) mask_dice 0.8595 (0.8439) mem 21941MB +[2025-12-25 03:43:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][190/1573] eta 0:15:15 lr 0.000030 time 0.4219 (0.6621) loss 1262.1722 (1310.4943) grad_norm 210.5467 (251.7553) embed_mse 1261.0992 (1309.4075) mask_bce 0.2325 (0.2432) mask_dice 0.8405 (0.8435) mem 21941MB +[2025-12-25 03:43:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][200/1573] eta 0:14:57 lr 0.000030 time 0.4375 (0.6537) loss 1326.2173 (1309.9794) grad_norm 178.5031 (247.7437) embed_mse 1325.0952 (1308.8924) mask_bce 0.2645 (0.2433) mask_dice 0.8575 (0.8436) mem 21941MB +[2025-12-25 03:43:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][210/1573] eta 0:14:37 lr 0.000030 time 0.4245 (0.6438) loss 1322.5972 (1310.5050) grad_norm 333.2216 (251.0314) embed_mse 1321.5377 (1309.4186) mask_bce 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03:43:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][250/1573] eta 0:14:14 lr 0.000030 time 0.4169 (0.6459) loss 1306.6335 (1311.4390) grad_norm 226.0695 (244.3370) embed_mse 1305.5688 (1310.3529) mask_bce 0.1916 (0.2429) mask_dice 0.8730 (0.8432) mem 21941MB +[2025-12-25 03:44:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][260/1573] eta 0:14:10 lr 0.000030 time 0.4198 (0.6478) loss 1280.1061 (1311.8336) grad_norm 328.9631 (246.9816) embed_mse 1279.0181 (1310.7469) mask_bce 0.2623 (0.2436) mask_dice 0.8259 (0.8432) mem 21941MB +[2025-12-25 03:44:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][270/1573] eta 0:13:53 lr 0.000030 time 0.4235 (0.6398) loss 1360.5735 (1311.0882) grad_norm 273.8199 (247.7948) embed_mse 1359.4678 (1310.0018) mask_bce 0.2647 (0.2437) mask_dice 0.8409 (0.8427) mem 21941MB +[2025-12-25 03:44:13 geometry_finetune_default] (train_geometry_finetune.py 372): 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(0.6350) loss 1331.5814 (1312.1550) grad_norm 226.1331 (247.1131) embed_mse 1330.4807 (1311.0688) mask_bce 0.2684 (0.2433) mask_dice 0.8322 (0.8429) mem 21941MB +[2025-12-25 03:44:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][320/1573] eta 0:13:15 lr 0.000030 time 0.4242 (0.6348) loss 1297.3219 (1311.3087) grad_norm 229.2650 (247.3674) embed_mse 1296.2267 (1310.2225) mask_bce 0.2518 (0.2433) mask_dice 0.8435 (0.8429) mem 21941MB +[2025-12-25 03:44:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][330/1573] eta 0:13:02 lr 0.000030 time 0.4235 (0.6296) loss 1382.1410 (1311.4064) grad_norm 171.1286 (245.5079) embed_mse 1381.0442 (1310.3206) mask_bce 0.2546 (0.2428) mask_dice 0.8421 (0.8430) mem 21941MB +[2025-12-25 03:44:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][340/1573] eta 0:12:51 lr 0.000030 time 0.4215 (0.6257) loss 1286.5730 (1311.3684) grad_norm 298.2246 (246.7631) 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0.8564 (0.8424) mem 21941MB +[2025-12-25 03:45:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][380/1573] eta 0:12:45 lr 0.000030 time 0.4168 (0.6420) loss 1335.5332 (1312.1557) grad_norm 228.7336 (243.8708) embed_mse 1334.4646 (1311.0694) mask_bce 0.2071 (0.2440) mask_dice 0.8616 (0.8424) mem 21941MB +[2025-12-25 03:45:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][390/1573] eta 0:12:37 lr 0.000030 time 0.4183 (0.6403) loss 1336.4915 (1312.2945) grad_norm 177.3504 (242.4850) embed_mse 1335.4019 (1311.2081) mask_bce 0.2536 (0.2439) mask_dice 0.8359 (0.8425) mem 21941MB +[2025-12-25 03:45:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][400/1573] eta 0:12:37 lr 0.000030 time 0.4192 (0.6458) loss 1293.5254 (1312.4529) grad_norm 190.3711 (239.6893) embed_mse 1292.4034 (1311.3665) mask_bce 0.2588 (0.2439) mask_dice 0.8632 (0.8424) mem 21941MB +[2025-12-25 03:45:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][410/1573] eta 0:12:24 lr 0.000030 time 0.4260 (0.6404) loss 1289.5416 (1312.4554) grad_norm 237.2987 (239.6425) embed_mse 1288.4296 (1311.3689) mask_bce 0.2760 (0.2442) mask_dice 0.8361 (0.8423) mem 21941MB +[2025-12-25 03:45:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][420/1573] eta 0:12:28 lr 0.000030 time 0.4178 (0.6493) loss 1306.0990 (1312.3238) grad_norm 265.9914 (240.1492) embed_mse 1305.0236 (1311.2372) mask_bce 0.2350 (0.2442) mask_dice 0.8404 (0.8424) mem 21941MB +[2025-12-25 03:45:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][430/1573] eta 0:12:18 lr 0.000030 time 0.4145 (0.6463) loss 1378.6335 (1312.9978) grad_norm 192.0096 (239.2409) embed_mse 1377.4788 (1311.9110) mask_bce 0.2731 (0.2442) mask_dice 0.8817 (0.8426) mem 21941MB +[2025-12-25 03:45:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO 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loss 1283.2441 (1312.7680) grad_norm 159.7840 (236.1850) embed_mse 1282.1554 (1311.6813) mask_bce 0.2425 (0.2441) mask_dice 0.8462 (0.8426) mem 21941MB +[2025-12-25 03:46:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][480/1573] eta 0:11:49 lr 0.000030 time 0.4207 (0.6492) loss 1279.4257 (1312.6517) grad_norm 294.3323 (239.1296) embed_mse 1278.3568 (1311.5649) mask_bce 0.2127 (0.2441) mask_dice 0.8561 (0.8428) mem 21941MB +[2025-12-25 03:46:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][490/1573] eta 0:11:42 lr 0.000030 time 0.4214 (0.6487) loss 1247.2250 (1312.7775) grad_norm 209.5764 (238.6451) embed_mse 1246.1661 (1311.6904) mask_bce 0.2194 (0.2443) mask_dice 0.8395 (0.8428) mem 21941MB +[2025-12-25 03:46:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][500/1573] eta 0:11:42 lr 0.000030 time 0.4203 (0.6551) loss 1288.4371 (1312.7316) grad_norm 181.0297 (237.7158) embed_mse 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(0.8427) mem 21941MB +[2025-12-25 03:47:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][540/1573] eta 0:11:15 lr 0.000030 time 0.4157 (0.6543) loss 1301.4612 (1312.1916) grad_norm 253.6675 (234.7968) embed_mse 1300.3730 (1311.1048) mask_bce 0.2477 (0.2442) mask_dice 0.8405 (0.8426) mem 21941MB +[2025-12-25 03:47:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][550/1573] eta 0:11:15 lr 0.000030 time 0.4494 (0.6606) loss 1301.4596 (1311.9502) grad_norm 266.0118 (235.2559) embed_mse 1300.3890 (1310.8633) mask_bce 0.2310 (0.2444) mask_dice 0.8396 (0.8425) mem 21941MB +[2025-12-25 03:47:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][560/1573] eta 0:11:06 lr 0.000030 time 0.4288 (0.6579) loss 1331.2935 (1311.8693) grad_norm 151.4940 (234.5058) embed_mse 1330.2469 (1310.7825) mask_bce 0.1976 (0.2444) mask_dice 0.8490 (0.8424) mem 21941MB +[2025-12-25 03:47:29 geometry_finetune_default] 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grad_norm 191.3290 (231.8494) embed_mse 1266.7078 (1310.0355) mask_bce 0.2256 (0.2442) mask_dice 0.8396 (0.8427) mem 21941MB +[2025-12-25 03:48:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][640/1573] eta 0:09:58 lr 0.000029 time 0.5475 (0.6419) loss 1285.9192 (1311.2424) grad_norm 156.3779 (230.3453) embed_mse 1284.8279 (1310.1553) mask_bce 0.2580 (0.2444) mask_dice 0.8333 (0.8427) mem 21941MB +[2025-12-25 03:48:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][650/1573] eta 0:09:54 lr 0.000029 time 3.8232 (0.6438) loss 1362.8719 (1311.7312) grad_norm 201.0784 (229.9839) embed_mse 1361.8104 (1310.6442) mask_bce 0.2347 (0.2444) mask_dice 0.8269 (0.8427) mem 21941MB +[2025-12-25 03:48:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][660/1573] eta 0:09:45 lr 0.000029 time 0.4222 (0.6408) loss 1300.2155 (1311.6073) grad_norm 239.7905 (230.1035) embed_mse 1299.1239 (1310.5203) mask_bce 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03:48:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][700/1573] eta 0:09:22 lr 0.000029 time 0.4202 (0.6442) loss 1308.6301 (1311.4812) grad_norm 147.2780 (227.1461) embed_mse 1307.4717 (1310.3941) mask_bce 0.3098 (0.2445) mask_dice 0.8487 (0.8426) mem 21941MB +[2025-12-25 03:48:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][710/1573] eta 0:09:14 lr 0.000029 time 0.4185 (0.6423) loss 1314.0461 (1311.4358) grad_norm 222.0790 (227.0885) embed_mse 1312.9679 (1310.3488) mask_bce 0.2429 (0.2444) mask_dice 0.8353 (0.8426) mem 21941MB +[2025-12-25 03:48:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][720/1573] eta 0:09:05 lr 0.000029 time 0.4374 (0.6397) loss 1403.3942 (1311.6415) grad_norm 346.0883 (228.3315) embed_mse 1402.2957 (1310.5544) mask_bce 0.2421 (0.2444) mask_dice 0.8563 (0.8427) mem 21941MB +[2025-12-25 03:49:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][730/1573] eta 0:09:01 lr 0.000029 time 0.4173 (0.6426) loss 1297.1450 (1311.2743) grad_norm 189.1946 (227.9014) embed_mse 1296.0580 (1310.1872) mask_bce 0.2481 (0.2445) mask_dice 0.8390 (0.8426) mem 21941MB +[2025-12-25 03:49:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][740/1573] eta 0:08:52 lr 0.000029 time 0.4191 (0.6397) loss 1284.4722 (1311.3501) grad_norm 185.5345 (227.4409) embed_mse 1283.3779 (1310.2631) mask_bce 0.2503 (0.2445) mask_dice 0.8440 (0.8426) mem 21941MB +[2025-12-25 03:49:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][750/1573] eta 0:08:44 lr 0.000029 time 0.4165 (0.6368) loss 1288.4768 (1311.1506) grad_norm 233.7651 (227.5089) embed_mse 1287.4017 (1310.0636) mask_bce 0.2536 (0.2445) mask_dice 0.8214 (0.8425) mem 21941MB +[2025-12-25 03:49:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][760/1573] eta 0:08:40 lr 0.000029 time 0.4191 (0.6407) loss 1349.1249 (1311.1050) grad_norm 177.3195 (227.7511) embed_mse 1348.0621 (1310.0180) mask_bce 0.2138 (0.2445) mask_dice 0.8490 (0.8425) mem 21941MB +[2025-12-25 03:49:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][770/1573] eta 0:08:32 lr 0.000029 time 0.4213 (0.6388) loss 1257.8947 (1310.7658) grad_norm 202.7662 (227.4909) embed_mse 1256.8187 (1309.6790) mask_bce 0.2454 (0.2443) mask_dice 0.8304 (0.8426) mem 21941MB +[2025-12-25 03:49:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][780/1573] eta 0:08:24 lr 0.000029 time 0.4185 (0.6367) loss 1315.6387 (1311.0351) grad_norm 343.1159 (228.6829) embed_mse 1314.5486 (1309.9481) mask_bce 0.2326 (0.2445) mask_dice 0.8574 (0.8425) mem 21941MB +[2025-12-25 03:49:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][790/1573] eta 0:08:23 lr 0.000029 time 0.4194 (0.6434) loss 1308.6465 (1311.3090) grad_norm 187.2540 (228.2601) 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0.8526 (0.8425) mem 21941MB +[2025-12-25 03:50:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][830/1573] eta 0:07:58 lr 0.000029 time 0.4210 (0.6437) loss 1321.7357 (1311.3911) grad_norm 191.5520 (229.2139) embed_mse 1320.6284 (1310.3043) mask_bce 0.2703 (0.2443) mask_dice 0.8369 (0.8425) mem 21941MB +[2025-12-25 03:50:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][840/1573] eta 0:07:50 lr 0.000029 time 0.4201 (0.6422) loss 1300.4391 (1311.5963) grad_norm 287.6925 (229.4090) embed_mse 1299.3558 (1310.5096) mask_bce 0.2371 (0.2442) mask_dice 0.8460 (0.8426) mem 21941MB +[2025-12-25 03:50:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][850/1573] eta 0:07:44 lr 0.000029 time 0.4208 (0.6420) loss 1291.2827 (1311.3869) grad_norm 299.8749 (230.0738) embed_mse 1290.1998 (1310.3001) mask_bce 0.2543 (0.2443) mask_dice 0.8286 (0.8425) mem 21941MB +[2025-12-25 03:50:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][860/1573] eta 0:07:35 lr 0.000029 time 0.4214 (0.6394) loss 1337.8229 (1311.4285) grad_norm 194.3875 (229.7403) embed_mse 1336.7548 (1310.3418) mask_bce 0.2004 (0.2441) mask_dice 0.8678 (0.8425) mem 21941MB +[2025-12-25 03:50:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][870/1573] eta 0:07:27 lr 0.000029 time 0.4349 (0.6371) loss 1365.1387 (1311.4313) grad_norm 206.2431 (229.5227) embed_mse 1364.0474 (1310.3448) mask_bce 0.2597 (0.2440) mask_dice 0.8317 (0.8425) mem 21941MB +[2025-12-25 03:50:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][880/1573] eta 0:07:19 lr 0.000029 time 0.4217 (0.6348) loss 1347.6534 (1311.3942) grad_norm 182.3785 (228.9913) embed_mse 1346.5790 (1310.3077) mask_bce 0.2316 (0.2440) mask_dice 0.8429 (0.8425) mem 21941MB +[2025-12-25 03:50:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO 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loss 1310.8104 (1311.6673) grad_norm 258.1182 (228.5174) embed_mse 1309.7092 (1310.5807) mask_bce 0.2599 (0.2441) mask_dice 0.8413 (0.8425) mem 21941MB +[2025-12-25 03:51:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][930/1573] eta 0:06:44 lr 0.000029 time 0.4235 (0.6296) loss 1277.6877 (1311.6309) grad_norm 258.5140 (228.7760) embed_mse 1276.5938 (1310.5441) mask_bce 0.2549 (0.2443) mask_dice 0.8391 (0.8425) mem 21941MB +[2025-12-25 03:51:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][940/1573] eta 0:06:38 lr 0.000029 time 0.4179 (0.6294) loss 1306.9813 (1311.7127) grad_norm 188.8694 (228.4349) embed_mse 1305.8931 (1310.6259) mask_bce 0.2721 (0.2443) mask_dice 0.8162 (0.8425) mem 21941MB +[2025-12-25 03:51:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][950/1573] eta 0:06:34 lr 0.000029 time 2.7638 (0.6337) loss 1264.0759 (1311.7125) grad_norm 254.4461 (228.6553) embed_mse 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(0.8423) mem 21941MB +[2025-12-25 03:51:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][990/1573] eta 0:06:07 lr 0.000029 time 0.4212 (0.6300) loss 1324.8701 (1311.7460) grad_norm 351.2661 (229.2478) embed_mse 1323.7881 (1310.6588) mask_bce 0.2624 (0.2449) mask_dice 0.8197 (0.8422) mem 21941MB +[2025-12-25 03:51:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1000/1573] eta 0:06:00 lr 0.000029 time 0.4212 (0.6295) loss 1309.9172 (1311.9274) grad_norm 384.9446 (230.2569) embed_mse 1308.8250 (1310.8402) mask_bce 0.2361 (0.2450) mask_dice 0.8562 (0.8422) mem 21941MB +[2025-12-25 03:51:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1010/1573] eta 0:05:55 lr 0.000029 time 0.4249 (0.6315) loss 1368.0219 (1312.0793) grad_norm 219.5403 (230.1718) embed_mse 1366.9387 (1310.9920) mask_bce 0.2367 (0.2451) mask_dice 0.8465 (0.8422) mem 21941MB +[2025-12-25 03:51:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1020/1573] eta 0:05:48 lr 0.000029 time 0.4274 (0.6295) loss 1282.5227 (1312.0333) grad_norm 195.1516 (229.8961) embed_mse 1281.4741 (1310.9463) mask_bce 0.1748 (0.2449) mask_dice 0.8737 (0.8422) mem 21941MB +[2025-12-25 03:52:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1030/1573] eta 0:05:41 lr 0.000029 time 1.2933 (0.6294) loss 1302.9510 (1312.0850) grad_norm 569.5024 (232.5492) embed_mse 1301.8461 (1310.9981) mask_bce 0.2610 (0.2447) mask_dice 0.8439 (0.8423) mem 21941MB +[2025-12-25 03:52:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1040/1573] eta 0:05:35 lr 0.000029 time 0.4272 (0.6286) loss 1249.8822 (1311.9139) grad_norm 266.8516 (234.0775) embed_mse 1248.8237 (1310.8269) mask_bce 0.2019 (0.2447) mask_dice 0.8566 (0.8422) mem 21941MB +[2025-12-25 03:52:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO 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(0.6272) loss 1283.6777 (1311.6879) grad_norm 352.9937 (236.3526) embed_mse 1282.6240 (1310.6009) mask_bce 0.2304 (0.2450) mask_dice 0.8233 (0.8420) mem 21941MB +[2025-12-25 03:52:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1090/1573] eta 0:05:03 lr 0.000029 time 0.4201 (0.6285) loss 1330.3835 (1311.6072) grad_norm 343.2334 (237.1385) embed_mse 1329.3104 (1310.5202) mask_bce 0.2394 (0.2450) mask_dice 0.8337 (0.8420) mem 21941MB +[2025-12-25 03:52:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1100/1573] eta 0:04:56 lr 0.000029 time 0.4220 (0.6279) loss 1291.8275 (1311.7749) grad_norm 165.4906 (236.6155) embed_mse 1290.7456 (1310.6879) mask_bce 0.2349 (0.2451) mask_dice 0.8469 (0.8419) mem 21941MB +[2025-12-25 03:52:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1110/1573] eta 0:04:51 lr 0.000029 time 0.4226 (0.6286) loss 1219.3617 (1311.6746) grad_norm 178.7648 (236.1963) embed_mse 1218.2068 (1310.5875) mask_bce 0.3118 (0.2452) mask_dice 0.8431 (0.8419) mem 21941MB +[2025-12-25 03:52:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1120/1573] eta 0:04:44 lr 0.000029 time 0.4215 (0.6273) loss 1289.0963 (1311.7208) grad_norm 432.4893 (238.0613) embed_mse 1288.0363 (1310.6337) mask_bce 0.2265 (0.2452) mask_dice 0.8336 (0.8419) mem 21941MB +[2025-12-25 03:53:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1130/1573] eta 0:04:38 lr 0.000029 time 0.4201 (0.6286) loss 1323.0829 (1311.7176) grad_norm 336.1093 (238.7566) embed_mse 1321.9805 (1310.6306) mask_bce 0.2656 (0.2450) mask_dice 0.8368 (0.8419) mem 21941MB +[2025-12-25 03:53:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1140/1573] eta 0:04:31 lr 0.000029 time 0.4276 (0.6278) loss 1308.9495 (1311.6269) grad_norm 470.8877 (240.3914) embed_mse 1307.8733 (1310.5398) mask_bce 0.2170 (0.2450) mask_dice 0.8592 (0.8420) mem 21941MB +[2025-12-25 03:53:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1150/1573] eta 0:04:24 lr 0.000029 time 0.4195 (0.6264) loss 1293.4465 (1311.6592) grad_norm 241.7368 (240.4008) embed_mse 1292.3330 (1310.5722) mask_bce 0.2774 (0.2451) mask_dice 0.8361 (0.8420) mem 21941MB +[2025-12-25 03:53:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1160/1573] eta 0:04:18 lr 0.000029 time 0.4184 (0.6262) loss 1328.1016 (1311.7269) grad_norm 162.9445 (239.4199) embed_mse 1327.0341 (1310.6399) mask_bce 0.2211 (0.2451) mask_dice 0.8463 (0.8419) mem 21941MB +[2025-12-25 03:53:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1170/1573] eta 0:04:11 lr 0.000029 time 0.4175 (0.6250) loss 1312.6836 (1311.8185) grad_norm 274.5899 (239.6608) embed_mse 1311.6204 (1310.7315) mask_bce 0.2345 (0.2451) mask_dice 0.8288 (0.8419) mem 21941MB +[2025-12-25 03:53:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1180/1573] eta 0:04:04 lr 0.000029 time 0.4216 (0.6232) loss 1333.0510 (1311.8535) grad_norm 204.0067 (239.4183) embed_mse 1331.9554 (1310.7665) mask_bce 0.2555 (0.2451) mask_dice 0.8401 (0.8419) mem 21941MB +[2025-12-25 03:53:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1190/1573] eta 0:03:58 lr 0.000029 time 0.4178 (0.6227) loss 1425.8932 (1311.8627) grad_norm 260.3081 (239.5594) embed_mse 1424.7318 (1310.7757) mask_bce 0.3360 (0.2452) mask_dice 0.8254 (0.8418) mem 21941MB +[2025-12-25 03:53:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1200/1573] eta 0:03:51 lr 0.000029 time 0.4191 (0.6211) loss 1397.4650 (1311.9317) grad_norm 343.1998 (240.0592) embed_mse 1396.3654 (1310.8447) mask_bce 0.2706 (0.2452) mask_dice 0.8290 (0.8418) mem 21941MB +[2025-12-25 03:53:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1210/1573] eta 0:03:45 lr 0.000029 time 0.4185 (0.6203) loss 1328.4783 (1311.8963) grad_norm 208.5586 (239.8506) embed_mse 1327.3956 (1310.8094) mask_bce 0.2543 (0.2451) mask_dice 0.8284 (0.8418) mem 21941MB +[2025-12-25 03:53:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1220/1573] eta 0:03:38 lr 0.000029 time 0.4271 (0.6191) loss 1371.4648 (1312.0553) grad_norm 379.0157 (240.7662) embed_mse 1370.3879 (1310.9683) mask_bce 0.2319 (0.2452) mask_dice 0.8450 (0.8418) mem 21941MB +[2025-12-25 03:53:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1230/1573] eta 0:03:31 lr 0.000029 time 0.4457 (0.6179) loss 1362.2773 (1312.2122) grad_norm 267.7344 (240.9424) embed_mse 1361.1648 (1311.1252) mask_bce 0.2828 (0.2452) mask_dice 0.8297 (0.8418) mem 21941MB +[2025-12-25 03:54:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1240/1573] eta 0:03:26 lr 0.000028 time 0.4221 (0.6204) loss 1289.3574 (1312.0890) grad_norm 288.4104 (241.0808) embed_mse 1288.2646 (1311.0020) mask_bce 0.2610 (0.2453) mask_dice 0.8318 (0.8417) mem 21941MB +[2025-12-25 03:54:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1250/1573] eta 0:03:19 lr 0.000028 time 0.4203 (0.6192) loss 1375.1561 (1312.1094) grad_norm 347.1042 (241.7605) embed_mse 1374.0750 (1311.0224) mask_bce 0.2362 (0.2454) mask_dice 0.8450 (0.8416) mem 21941MB +[2025-12-25 03:54:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1260/1573] eta 0:03:14 lr 0.000028 time 0.4195 (0.6211) loss 1315.5109 (1311.9673) grad_norm 199.1047 (241.4888) embed_mse 1314.4291 (1310.8804) mask_bce 0.2456 (0.2453) mask_dice 0.8362 (0.8416) mem 21941MB +[2025-12-25 03:54:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1270/1573] eta 0:03:08 lr 0.000028 time 0.4183 (0.6227) loss 1296.1157 (1311.9471) grad_norm 418.7472 (242.6107) embed_mse 1295.0323 (1310.8602) mask_bce 0.2361 (0.2452) mask_dice 0.8472 (0.8417) mem 21941MB +[2025-12-25 03:54:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1280/1573] eta 0:03:02 lr 0.000028 time 0.4170 (0.6227) loss 1256.1415 (1311.8870) grad_norm 240.4081 (242.1421) embed_mse 1255.0254 (1310.8002) mask_bce 0.2788 (0.2452) mask_dice 0.8373 (0.8416) mem 21941MB +[2025-12-25 03:54:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1290/1573] eta 0:02:55 lr 0.000028 time 0.4192 (0.6212) loss 1277.3456 (1311.8551) grad_norm 179.6246 (241.7538) embed_mse 1276.2830 (1310.7684) mask_bce 0.1983 (0.2451) mask_dice 0.8644 (0.8417) mem 21941MB +[2025-12-25 03:54:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1300/1573] eta 0:02:49 lr 0.000028 time 0.4203 (0.6216) loss 1334.3295 (1311.7880) grad_norm 280.5788 (241.9934) embed_mse 1333.2389 (1310.7013) mask_bce 0.2518 (0.2451) mask_dice 0.8389 (0.8417) mem 21941MB +[2025-12-25 03:54:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1310/1573] eta 0:02:43 lr 0.000028 time 0.4174 (0.6220) loss 1339.0702 (1311.8630) grad_norm 232.0700 (241.9325) embed_mse 1338.0074 (1310.7762) mask_bce 0.2150 (0.2450) mask_dice 0.8478 (0.8417) mem 21941MB +[2025-12-25 03:54:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1320/1573] eta 0:02:37 lr 0.000028 time 0.4211 (0.6236) loss 1315.6917 (1311.9006) grad_norm 247.7059 (241.8961) embed_mse 1314.6282 (1310.8139) mask_bce 0.2153 (0.2451) mask_dice 0.8482 (0.8416) mem 21941MB +[2025-12-25 03:55:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1330/1573] eta 0:02:31 lr 0.000028 time 2.6641 (0.6237) loss 1309.4268 (1311.9876) grad_norm 247.0876 (241.9274) embed_mse 1308.3558 (1310.9009) mask_bce 0.2650 (0.2451) mask_dice 0.8059 (0.8416) mem 21941MB +[2025-12-25 03:55:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1340/1573] eta 0:02:25 lr 0.000028 time 0.4200 (0.6258) loss 1349.3492 (1312.0350) grad_norm 155.2711 (241.4085) embed_mse 1348.2732 (1310.9483) mask_bce 0.2174 (0.2451) mask_dice 0.8586 (0.8416) mem 21941MB +[2025-12-25 03:55:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1350/1573] eta 0:02:19 lr 0.000028 time 0.4181 (0.6244) loss 1282.6603 (1312.0883) grad_norm 282.2552 (241.6516) embed_mse 1281.5704 (1311.0016) mask_bce 0.2655 (0.2452) mask_dice 0.8244 (0.8416) mem 21941MB +[2025-12-25 03:55:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1360/1573] eta 0:02:13 lr 0.000028 time 3.4715 (0.6257) loss 1265.6028 (1312.0860) grad_norm 205.9935 (241.2561) embed_mse 1264.5304 (1310.9992) mask_bce 0.2199 (0.2452) mask_dice 0.8524 (0.8416) mem 21941MB +[2025-12-25 03:55:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1370/1573] eta 0:02:07 lr 0.000028 time 0.4182 (0.6267) loss 1374.6766 (1312.2696) grad_norm 208.2324 (241.0630) embed_mse 1373.6036 (1311.1829) mask_bce 0.2240 (0.2451) mask_dice 0.8490 (0.8416) mem 21941MB +[2025-12-25 03:55:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1380/1573] eta 0:02:00 lr 0.000028 time 2.4764 (0.6267) loss 1340.1929 (1312.2944) grad_norm 320.0035 (241.5219) embed_mse 1339.0798 (1311.2077) mask_bce 0.2680 (0.2451) mask_dice 0.8451 (0.8415) mem 21941MB +[2025-12-25 03:55:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1390/1573] eta 0:01:54 lr 0.000028 time 0.4177 (0.6253) loss 1385.2083 (1312.3085) grad_norm 178.1207 (241.1555) embed_mse 1384.1436 (1311.2218) mask_bce 0.2051 (0.2452) mask_dice 0.8596 (0.8415) mem 21941MB +[2025-12-25 03:55:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1400/1573] eta 0:01:48 lr 0.000028 time 0.4276 (0.6262) loss 1341.1362 (1312.2910) grad_norm 221.6427 (240.7438) embed_mse 1340.0330 (1311.2044) mask_bce 0.2754 (0.2451) mask_dice 0.8279 (0.8415) mem 21941MB +[2025-12-25 03:55:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1410/1573] eta 0:01:42 lr 0.000028 time 1.1554 (0.6269) loss 1275.4471 (1312.2986) grad_norm 217.0013 (240.6089) embed_mse 1274.3571 (1311.2120) mask_bce 0.2290 (0.2451) mask_dice 0.8610 (0.8415) mem 21941MB +[2025-12-25 03:56:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1420/1573] eta 0:01:35 lr 0.000028 time 0.4224 (0.6254) loss 1259.1614 (1312.2587) grad_norm 238.1187 (240.5948) embed_mse 1258.1038 (1311.1721) mask_bce 0.2459 (0.2451) mask_dice 0.8116 (0.8415) mem 21941MB +[2025-12-25 03:56:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1430/1573] eta 0:01:29 lr 0.000028 time 0.4450 (0.6260) loss 1334.8013 (1312.2840) grad_norm 154.8566 (240.1131) embed_mse 1333.6995 (1311.1972) mask_bce 0.2565 (0.2452) mask_dice 0.8454 (0.8415) mem 21941MB +[2025-12-25 03:56:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1440/1573] eta 0:01:23 lr 0.000028 time 0.4392 (0.6260) loss 1350.1044 (1312.3006) grad_norm 223.7720 (239.9396) embed_mse 1349.0117 (1311.2138) mask_bce 0.2641 (0.2452) mask_dice 0.8286 (0.8415) mem 21941MB +[2025-12-25 03:56:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1450/1573] eta 0:01:16 lr 0.000028 time 0.4286 (0.6260) loss 1393.9047 (1312.3621) grad_norm 334.8083 (240.4637) embed_mse 1392.8153 (1311.2753) mask_bce 0.2484 (0.2453) mask_dice 0.8409 (0.8415) mem 21941MB +[2025-12-25 03:56:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1460/1573] eta 0:01:10 lr 0.000028 time 0.4324 (0.6266) loss 1328.7791 (1312.4224) grad_norm 225.4030 (240.3810) embed_mse 1327.7164 (1311.3356) mask_bce 0.2114 (0.2453) mask_dice 0.8512 (0.8415) mem 21941MB +[2025-12-25 03:56:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1470/1573] eta 0:01:04 lr 0.000028 time 0.8751 (0.6269) loss 1318.2732 (1312.4531) grad_norm 236.9361 (240.3621) embed_mse 1317.1750 (1311.3662) mask_bce 0.2757 (0.2455) mask_dice 0.8224 (0.8415) mem 21941MB +[2025-12-25 03:56:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1480/1573] eta 0:00:58 lr 0.000028 time 0.4210 (0.6282) loss 1366.3733 (1312.4827) grad_norm 169.1562 (240.1842) embed_mse 1365.2793 (1311.3957) mask_bce 0.2383 (0.2455) mask_dice 0.8558 (0.8415) mem 21941MB +[2025-12-25 03:56:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1490/1573] eta 0:00:52 lr 0.000028 time 0.4222 (0.6272) loss 1284.3247 (1312.3835) grad_norm 230.4674 (240.1320) embed_mse 1283.2589 (1311.2963) mask_bce 0.2065 (0.2456) mask_dice 0.8594 (0.8415) mem 21941MB +[2025-12-25 03:56:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1500/1573] eta 0:00:45 lr 0.000028 time 0.4354 (0.6275) loss 1265.8683 (1312.3734) grad_norm 196.1354 (239.8967) embed_mse 1264.7534 (1311.2863) mask_bce 0.2883 (0.2456) mask_dice 0.8266 (0.8415) mem 21941MB +[2025-12-25 03:57:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1510/1573] eta 0:00:39 lr 0.000028 time 0.4182 (0.6261) loss 1358.2542 (1312.5785) grad_norm 317.9718 (240.3120) embed_mse 1356.9696 (1311.4913) mask_bce 0.4310 (0.2458) mask_dice 0.8537 (0.8415) mem 21941MB +[2025-12-25 03:57:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1520/1573] eta 0:00:33 lr 0.000028 time 0.4199 (0.6253) loss 1379.9578 (1312.5854) grad_norm 220.2163 (240.6691) embed_mse 1378.8500 (1311.4982) mask_bce 0.2775 (0.2458) mask_dice 0.8302 (0.8414) mem 21941MB +[2025-12-25 03:57:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1530/1573] eta 0:00:26 lr 0.000028 time 0.9529 (0.6265) loss 1294.0509 (1312.5988) grad_norm 206.0287 (240.4877) embed_mse 1292.9183 (1311.5117) mask_bce 0.2818 (0.2458) mask_dice 0.8507 (0.8414) mem 21941MB +[2025-12-25 03:57:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1540/1573] eta 0:00:20 lr 0.000028 time 0.4204 (0.6270) loss 1266.4901 (1312.5595) grad_norm 400.4110 (241.3206) embed_mse 1265.4265 (1311.4724) mask_bce 0.2136 (0.2457) mask_dice 0.8500 (0.8414) mem 21941MB +[2025-12-25 03:57:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1550/1573] eta 0:00:14 lr 0.000028 time 0.4182 (0.6257) loss 1330.0938 (1312.5243) grad_norm 323.0604 (241.7441) embed_mse 1329.0341 (1311.4371) mask_bce 0.2060 (0.2457) mask_dice 0.8537 (0.8414) mem 21941MB +[2025-12-25 03:57:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1560/1573] eta 0:00:08 lr 0.000028 time 0.4464 (0.6284) loss 1267.7747 (1312.4141) grad_norm 231.7237 (241.8060) embed_mse 1266.7004 (1311.3269) mask_bce 0.2400 (0.2458) mask_dice 0.8342 (0.8414) mem 21941MB +[2025-12-25 03:57:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [13/30][1570/1573] eta 0:00:01 lr 0.000028 time 1.0567 (0.6275) loss 1308.5612 (1312.2745) grad_norm 229.1410 (241.7413) embed_mse 1307.4919 (1311.1873) mask_bce 0.2120 (0.2458) mask_dice 0.8572 (0.8414) mem 21941MB +[2025-12-25 03:57:41 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 13 training takes 0:16:27 +[2025-12-25 03:57:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][0/1573] eta 5:08:14 lr 0.000028 time 11.7573 (11.7573) loss 1345.8093 (1345.8093) grad_norm 0.0000 (0.0000) embed_mse 1344.7164 (1344.7164) mask_bce 0.2413 (0.2413) mask_dice 0.8516 (0.8516) mem 21941MB +[2025-12-25 03:57:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][10/1573] eta 0:41:00 lr 0.000028 time 0.4277 (1.5744) loss 1247.0366 (1328.5404) grad_norm 294.1467 (294.1467) embed_mse 1245.9763 (1327.4528) mask_bce 0.2202 (0.2477) mask_dice 0.8401 (0.8399) mem 21941MB +[2025-12-25 03:58:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][20/1573] eta 0:27:50 lr 0.000028 time 0.4236 (1.0757) loss 1277.1437 (1310.0726) grad_norm 242.6867 (268.4167) embed_mse 1276.0872 (1308.9891) mask_bce 0.1903 (0.2398) mask_dice 0.8662 (0.8436) mem 21941MB +[2025-12-25 03:58:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][30/1573] eta 0:24:10 lr 0.000028 time 0.4751 (0.9400) loss 1326.0293 (1309.5726) grad_norm 312.7751 (283.2029) embed_mse 1324.9600 (1308.4896) mask_bce 0.2246 (0.2420) mask_dice 0.8447 (0.8409) mem 21941MB +[2025-12-25 03:58:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][40/1573] eta 0:25:27 lr 0.000028 time 1.8540 (0.9963) loss 1295.3348 (1308.9677) grad_norm 229.1744 (269.4782) embed_mse 1294.2368 (1307.8872) mask_bce 0.2518 (0.2397) mask_dice 0.8462 (0.8407) mem 21941MB +[2025-12-25 03:58:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][50/1573] eta 0:23:43 lr 0.000028 time 0.4411 (0.9345) loss 1271.4305 (1309.8829) grad_norm 177.1284 (254.0865) embed_mse 1270.3307 (1308.8016) mask_bce 0.2840 (0.2409) mask_dice 0.8159 (0.8403) mem 21941MB +[2025-12-25 03:58:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][60/1573] eta 0:21:29 lr 0.000028 time 0.4289 (0.8525) loss 1308.6687 (1309.9242) grad_norm 193.8929 (245.4875) embed_mse 1307.5770 (1308.8396) mask_bce 0.2581 (0.2438) mask_dice 0.8336 (0.8409) mem 21941MB +[2025-12-25 03:58:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][70/1573] eta 0:22:31 lr 0.000028 time 0.4254 (0.8993) loss 1309.1412 (1308.2407) grad_norm 164.0553 (235.3084) embed_mse 1308.0372 (1307.1566) mask_bce 0.2703 (0.2428) mask_dice 0.8337 (0.8412) mem 21941MB +[2025-12-25 03:58:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][80/1573] eta 0:20:55 lr 0.000028 time 0.4237 (0.8411) loss 1387.6340 (1309.6984) grad_norm 198.8237 (232.3786) embed_mse 1386.5909 (1308.6153) mask_bce 0.1917 (0.2421) mask_dice 0.8514 (0.8409) mem 21941MB +[2025-12-25 03:58:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][90/1573] eta 0:20:05 lr 0.000028 time 0.4263 (0.8127) loss 1286.1119 (1310.6993) grad_norm 158.3792 (225.6514) embed_mse 1285.0602 (1309.6162) mask_bce 0.2050 (0.2423) mask_dice 0.8467 (0.8408) mem 21941MB +[2025-12-25 03:59:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][100/1573] eta 0:19:40 lr 0.000028 time 0.4207 (0.8017) loss 1348.0924 (1313.3723) grad_norm 197.7664 (223.3276) embed_mse 1346.9807 (1312.2890) mask_bce 0.2749 (0.2423) mask_dice 0.8368 (0.8409) mem 21941MB +[2025-12-25 03:59:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][110/1573] eta 0:18:59 lr 0.000028 time 0.4191 (0.7790) loss 1319.9070 (1311.6720) grad_norm 325.5639 (231.1920) embed_mse 1318.8441 (1310.5893) mask_bce 0.2184 (0.2416) mask_dice 0.8445 (0.8411) mem 21941MB +[2025-12-25 03:59:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][120/1573] eta 0:18:08 lr 0.000028 time 0.4237 (0.7495) loss 1373.6531 (1311.9675) grad_norm 357.0810 (238.9142) embed_mse 1372.5769 (1310.8841) mask_bce 0.2225 (0.2425) mask_dice 0.8537 (0.8408) mem 21941MB +[2025-12-25 03:59:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][130/1573] eta 0:18:38 lr 0.000028 time 5.7262 (0.7748) loss 1280.8335 (1311.7040) grad_norm 183.1066 (235.4262) embed_mse 1279.7316 (1310.6186) mask_bce 0.2895 (0.2445) mask_dice 0.8123 (0.8410) mem 21941MB +[2025-12-25 03:59:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][140/1573] eta 0:17:54 lr 0.000028 time 0.4261 (0.7501) loss 1339.6870 (1312.3178) grad_norm 237.9229 (235.5731) embed_mse 1338.6018 (1311.2331) mask_bce 0.2496 (0.2439) mask_dice 0.8357 (0.8409) mem 21941MB +[2025-12-25 03:59:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][150/1573] eta 0:17:16 lr 0.000028 time 0.4215 (0.7285) loss 1280.9150 (1312.2892) grad_norm 160.7596 (231.4168) embed_mse 1279.8116 (1311.2032) mask_bce 0.2736 (0.2451) mask_dice 0.8299 (0.8409) mem 21941MB +[2025-12-25 03:59:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][160/1573] eta 0:17:15 lr 0.000028 time 0.4248 (0.7331) loss 1252.5347 (1312.2424) grad_norm 169.7238 (230.5885) embed_mse 1251.4724 (1311.1563) mask_bce 0.2082 (0.2454) mask_dice 0.8542 (0.8408) mem 21941MB +[2025-12-25 03:59:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][170/1573] eta 0:17:17 lr 0.000028 time 0.4575 (0.7398) loss 1339.5280 (1313.4544) grad_norm 180.5763 (228.2069) embed_mse 1338.4169 (1312.3682) mask_bce 0.2844 (0.2452) mask_dice 0.8267 (0.8410) mem 21941MB +[2025-12-25 03:59:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][180/1573] eta 0:16:55 lr 0.000028 time 0.4221 (0.7292) loss 1284.9282 (1312.8540) grad_norm 194.9072 (226.6933) embed_mse 1283.8618 (1311.7679) mask_bce 0.2342 (0.2455) mask_dice 0.8322 (0.8406) mem 21941MB +[2025-12-25 04:00:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][190/1573] eta 0:17:02 lr 0.000028 time 0.4186 (0.7394) loss 1354.5769 (1312.9792) grad_norm 184.2511 (224.8480) embed_mse 1353.4740 (1311.8936) mask_bce 0.2898 (0.2450) mask_dice 0.8131 (0.8406) mem 21941MB +[2025-12-25 04:00:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][200/1573] eta 0:16:34 lr 0.000028 time 0.4426 (0.7245) loss 1333.7509 (1313.5766) grad_norm 182.0658 (225.0511) embed_mse 1332.6913 (1312.4915) mask_bce 0.2026 (0.2446) mask_dice 0.8571 (0.8405) mem 21941MB +[2025-12-25 04:00:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][210/1573] eta 0:16:39 lr 0.000028 time 2.9602 (0.7334) loss 1307.6112 (1313.2713) grad_norm 195.5695 (223.9172) embed_mse 1306.5353 (1312.1868) mask_bce 0.2112 (0.2435) mask_dice 0.8648 (0.8409) mem 21941MB +[2025-12-25 04:00:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][220/1573] eta 0:16:13 lr 0.000028 time 0.4308 (0.7196) loss 1332.6918 (1313.1952) grad_norm 299.0476 (226.6998) embed_mse 1331.6047 (1312.1110) mask_bce 0.2621 (0.2436) mask_dice 0.8249 (0.8405) mem 21941MB +[2025-12-25 04:00:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][230/1573] eta 0:15:57 lr 0.000028 time 0.4295 (0.7132) loss 1307.4951 (1313.2725) grad_norm 356.1781 (231.3240) embed_mse 1306.4464 (1312.1887) mask_bce 0.2098 (0.2433) mask_dice 0.8389 (0.8404) mem 21941MB +[2025-12-25 04:00:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][240/1573] eta 0:15:50 lr 0.000028 time 1.9771 (0.7128) loss 1344.9000 (1313.2193) grad_norm 201.9653 (228.5919) embed_mse 1343.8330 (1312.1353) mask_bce 0.2302 (0.2438) mask_dice 0.8367 (0.8402) mem 21941MB +[2025-12-25 04:00:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][250/1573] eta 0:15:32 lr 0.000028 time 0.4201 (0.7048) loss 1350.2162 (1312.2511) grad_norm 257.6398 (229.5290) embed_mse 1349.1281 (1311.1674) mask_bce 0.2432 (0.2435) mask_dice 0.8450 (0.8402) mem 21941MB +[2025-12-25 04:00:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][260/1573] eta 0:15:21 lr 0.000028 time 0.4196 (0.7019) loss 1332.3119 (1312.4453) grad_norm 255.7176 (230.3474) embed_mse 1331.1302 (1311.3610) mask_bce 0.3856 (0.2444) mask_dice 0.7960 (0.8400) mem 21941MB +[2025-12-25 04:00:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][270/1573] eta 0:15:24 lr 0.000028 time 0.4289 (0.7094) loss 1308.1080 (1312.6466) grad_norm 217.8450 (229.9685) embed_mse 1307.0562 (1311.5624) mask_bce 0.2077 (0.2436) mask_dice 0.8442 (0.8406) mem 21941MB +[2025-12-25 04:01:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][280/1573] eta 0:15:35 lr 0.000028 time 0.4180 (0.7236) loss 1321.4803 (1312.0063) grad_norm 185.1369 (228.8493) embed_mse 1320.4318 (1310.9221) mask_bce 0.1982 (0.2437) mask_dice 0.8504 (0.8404) mem 21941MB +[2025-12-25 04:01:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][290/1573] eta 0:15:45 lr 0.000027 time 0.4270 (0.7372) loss 1300.0618 (1312.1604) grad_norm 225.5452 (228.7575) embed_mse 1298.8380 (1311.0758) mask_bce 0.3422 (0.2438) mask_dice 0.8816 (0.8407) mem 21941MB +[2025-12-25 04:01:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][300/1573] eta 0:15:35 lr 0.000027 time 0.4205 (0.7348) loss 1281.7968 (1311.3504) grad_norm 179.9771 (227.4392) embed_mse 1280.6844 (1310.2653) mask_bce 0.2800 (0.2445) mask_dice 0.8323 (0.8405) mem 21941MB +[2025-12-25 04:01:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][310/1573] eta 0:15:15 lr 0.000027 time 0.4270 (0.7249) loss 1364.1206 (1311.8991) grad_norm 175.9071 (226.0831) embed_mse 1362.9940 (1310.8138) mask_bce 0.2870 (0.2447) mask_dice 0.8396 (0.8407) mem 21941MB +[2025-12-25 04:01:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][320/1573] eta 0:15:05 lr 0.000027 time 0.4278 (0.7228) loss 1364.3247 (1312.2421) grad_norm 329.7306 (230.1901) embed_mse 1363.2266 (1311.1568) mask_bce 0.2713 (0.2446) mask_dice 0.8268 (0.8407) mem 21941MB +[2025-12-25 04:01:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][330/1573] eta 0:15:00 lr 0.000027 time 0.4316 (0.7248) loss 1331.9392 (1312.2020) grad_norm 166.5278 (228.6373) embed_mse 1330.8525 (1311.1168) mask_bce 0.2292 (0.2446) mask_dice 0.8575 (0.8406) mem 21941MB +[2025-12-25 04:01:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][340/1573] eta 0:14:55 lr 0.000027 time 0.4279 (0.7264) loss 1291.2576 (1312.3090) grad_norm 149.7820 (226.7598) embed_mse 1290.1353 (1311.2236) mask_bce 0.3052 (0.2446) mask_dice 0.8171 (0.8407) mem 21941MB +[2025-12-25 04:01:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][350/1573] eta 0:14:51 lr 0.000027 time 0.4185 (0.7288) loss 1244.2537 (1311.7334) grad_norm 198.5805 (226.1045) embed_mse 1243.1736 (1310.6480) mask_bce 0.2540 (0.2445) mask_dice 0.8261 (0.8408) mem 21941MB +[2025-12-25 04:02:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][360/1573] eta 0:14:45 lr 0.000027 time 0.4205 (0.7297) loss 1310.4735 (1311.6306) grad_norm 255.0087 (225.9445) embed_mse 1309.3474 (1310.5452) mask_bce 0.2980 (0.2445) mask_dice 0.8281 (0.8409) mem 21941MB +[2025-12-25 04:02:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][370/1573] eta 0:14:34 lr 0.000027 time 0.4213 (0.7268) loss 1304.5269 (1311.7547) grad_norm 191.8593 (225.2036) embed_mse 1303.4589 (1310.6695) mask_bce 0.2226 (0.2441) mask_dice 0.8455 (0.8411) mem 21941MB +[2025-12-25 04:02:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][380/1573] eta 0:14:17 lr 0.000027 time 0.4185 (0.7188) loss 1280.6017 (1311.5299) grad_norm 235.4422 (225.4214) embed_mse 1279.5175 (1310.4449) mask_bce 0.2438 (0.2438) mask_dice 0.8403 (0.8412) mem 21941MB +[2025-12-25 04:02:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][390/1573] eta 0:14:11 lr 0.000027 time 0.4171 (0.7194) loss 1275.9760 (1311.7165) grad_norm 289.8346 (226.7634) embed_mse 1274.8688 (1310.6311) mask_bce 0.2345 (0.2443) mask_dice 0.8727 (0.8411) mem 21941MB +[2025-12-25 04:02:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][400/1573] eta 0:13:59 lr 0.000027 time 0.4169 (0.7156) loss 1309.2946 (1311.7515) grad_norm 228.3232 (225.7389) embed_mse 1308.2302 (1310.6662) mask_bce 0.2292 (0.2440) mask_dice 0.8352 (0.8413) mem 21941MB +[2025-12-25 04:02:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][410/1573] eta 0:13:50 lr 0.000027 time 0.4281 (0.7143) loss 1283.1924 (1311.5905) grad_norm 206.3333 (225.3584) embed_mse 1282.1042 (1310.5047) mask_bce 0.2555 (0.2446) mask_dice 0.8326 (0.8412) mem 21941MB +[2025-12-25 04:02:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][420/1573] eta 0:13:39 lr 0.000027 time 0.4177 (0.7111) loss 1358.4644 (1312.0057) grad_norm 172.5890 (224.3436) embed_mse 1357.3643 (1310.9195) mask_bce 0.2636 (0.2450) mask_dice 0.8365 (0.8412) mem 21941MB +[2025-12-25 04:02:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][430/1573] eta 0:13:41 lr 0.000027 time 0.4240 (0.7190) loss 1311.1407 (1312.1111) grad_norm 250.3527 (224.8344) embed_mse 1310.0562 (1311.0251) mask_bce 0.2086 (0.2446) mask_dice 0.8760 (0.8414) mem 21941MB +[2025-12-25 04:02:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][440/1573] eta 0:13:34 lr 0.000027 time 0.4222 (0.7189) loss 1256.6653 (1311.7120) grad_norm 236.1528 (225.6259) embed_mse 1255.5531 (1310.6261) mask_bce 0.2833 (0.2445) mask_dice 0.8288 (0.8414) mem 21941MB +[2025-12-25 04:03:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][450/1573] eta 0:13:30 lr 0.000027 time 0.4197 (0.7219) loss 1338.4159 (1311.7912) grad_norm 172.5615 (224.6784) embed_mse 1337.3284 (1310.7054) mask_bce 0.2558 (0.2444) mask_dice 0.8317 (0.8414) mem 21941MB +[2025-12-25 04:03:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][460/1573] eta 0:13:21 lr 0.000027 time 0.4185 (0.7203) loss 1324.8660 (1311.6156) grad_norm 194.8237 (224.1546) embed_mse 1323.7714 (1310.5295) mask_bce 0.2628 (0.2447) mask_dice 0.8318 (0.8414) mem 21941MB +[2025-12-25 04:03:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][470/1573] eta 0:13:07 lr 0.000027 time 0.4202 (0.7140) loss 1351.6066 (1311.4604) grad_norm 191.2676 (223.5876) embed_mse 1350.5217 (1310.3744) mask_bce 0.2466 (0.2444) mask_dice 0.8383 (0.8415) mem 21941MB +[2025-12-25 04:03:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][480/1573] eta 0:13:02 lr 0.000027 time 0.4449 (0.7156) loss 1283.2223 (1311.4956) grad_norm 248.0334 (224.0284) embed_mse 1282.1898 (1310.4096) mask_bce 0.1759 (0.2445) mask_dice 0.8566 (0.8415) mem 21941MB +[2025-12-25 04:03:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][490/1573] eta 0:12:48 lr 0.000027 time 0.4254 (0.7099) loss 1324.0488 (1311.8647) grad_norm 197.6537 (223.5960) embed_mse 1322.9532 (1310.7787) mask_bce 0.2805 (0.2445) mask_dice 0.8150 (0.8415) mem 21941MB +[2025-12-25 04:03:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][500/1573] eta 0:12:41 lr 0.000027 time 1.6418 (0.7101) loss 1277.5281 (1311.4881) grad_norm 174.7655 (222.8085) embed_mse 1276.4457 (1310.4021) mask_bce 0.2320 (0.2445) mask_dice 0.8503 (0.8415) mem 21941MB +[2025-12-25 04:03:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][510/1573] eta 0:12:34 lr 0.000027 time 0.4407 (0.7102) loss 1356.6802 (1311.4694) grad_norm 208.1794 (222.5763) embed_mse 1355.6199 (1310.3834) mask_bce 0.2127 (0.2445) mask_dice 0.8476 (0.8415) mem 21941MB +[2025-12-25 04:03:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][520/1573] eta 0:12:26 lr 0.000027 time 0.4190 (0.7086) loss 1386.9331 (1311.6862) grad_norm 235.1803 (223.0123) embed_mse 1385.8719 (1310.6004) mask_bce 0.2044 (0.2443) mask_dice 0.8568 (0.8416) mem 21941MB +[2025-12-25 04:03:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][530/1573] eta 0:12:16 lr 0.000027 time 0.8128 (0.7065) loss 1281.3284 (1311.5086) grad_norm 195.5309 (222.5960) embed_mse 1280.2357 (1310.4228) mask_bce 0.2736 (0.2442) mask_dice 0.8191 (0.8416) mem 21941MB +[2025-12-25 04:04:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][540/1573] eta 0:12:07 lr 0.000027 time 0.4232 (0.7045) loss 1316.8029 (1311.4274) grad_norm 194.3057 (222.1737) embed_mse 1315.7253 (1310.3415) mask_bce 0.2428 (0.2443) mask_dice 0.8347 (0.8416) mem 21941MB +[2025-12-25 04:04:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][550/1573] eta 0:11:59 lr 0.000027 time 0.4309 (0.7033) loss 1332.5858 (1311.6254) grad_norm 183.9773 (221.6120) embed_mse 1331.4067 (1310.5390) mask_bce 0.3338 (0.2449) mask_dice 0.8452 (0.8415) mem 21941MB +[2025-12-25 04:04:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][560/1573] eta 0:11:56 lr 0.000027 time 0.4194 (0.7076) loss 1254.7629 (1311.6010) grad_norm 365.4332 (223.3250) embed_mse 1253.6979 (1310.5149) mask_bce 0.2163 (0.2446) mask_dice 0.8488 (0.8416) mem 21941MB +[2025-12-25 04:04:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][570/1573] eta 0:11:46 lr 0.000027 time 0.4193 (0.7044) loss 1344.9517 (1311.7048) grad_norm 282.3484 (224.1563) embed_mse 1343.8580 (1310.6186) mask_bce 0.2446 (0.2447) mask_dice 0.8491 (0.8415) mem 21941MB +[2025-12-25 04:04:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][580/1573] eta 0:11:42 lr 0.000027 time 0.4480 (0.7075) loss 1364.3391 (1312.0727) grad_norm 270.0118 (224.7932) embed_mse 1363.2549 (1310.9864) mask_bce 0.2372 (0.2448) mask_dice 0.8469 (0.8416) mem 21941MB +[2025-12-25 04:04:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][590/1573] eta 0:11:32 lr 0.000027 time 0.4210 (0.7043) loss 1358.4927 (1311.8287) grad_norm 218.8373 (224.7115) embed_mse 1357.4290 (1310.7424) mask_bce 0.2224 (0.2446) mask_dice 0.8413 (0.8416) mem 21941MB +[2025-12-25 04:04:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][600/1573] eta 0:11:35 lr 0.000027 time 4.1943 (0.7150) loss 1362.4906 (1311.9929) grad_norm 182.1510 (223.7919) embed_mse 1361.3950 (1310.9067) mask_bce 0.2612 (0.2447) mask_dice 0.8344 (0.8415) mem 21941MB +[2025-12-25 04:04:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][610/1573] eta 0:11:24 lr 0.000027 time 0.4436 (0.7104) loss 1304.1705 (1312.4037) grad_norm 189.9908 (223.3472) embed_mse 1303.1174 (1311.3175) mask_bce 0.1965 (0.2446) mask_dice 0.8565 (0.8415) mem 21941MB +[2025-12-25 04:05:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][620/1573] eta 0:11:16 lr 0.000027 time 0.4216 (0.7100) loss 1333.6135 (1312.5658) grad_norm 243.8388 (223.6133) embed_mse 1332.5287 (1311.4796) mask_bce 0.2339 (0.2445) mask_dice 0.8509 (0.8416) mem 21941MB +[2025-12-25 04:05:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][630/1573] eta 0:11:11 lr 0.000027 time 0.4443 (0.7122) loss 1348.6229 (1312.5715) grad_norm 228.7320 (223.6789) embed_mse 1347.5255 (1311.4855) mask_bce 0.2795 (0.2442) mask_dice 0.8179 (0.8418) mem 21941MB +[2025-12-25 04:05:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][640/1573] eta 0:11:06 lr 0.000027 time 3.4637 (0.7142) loss 1325.3041 (1312.8475) grad_norm 426.6730 (225.5087) embed_mse 1324.1912 (1311.7617) mask_bce 0.2985 (0.2441) mask_dice 0.8144 (0.8417) mem 21941MB +[2025-12-25 04:05:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][650/1573] eta 0:10:57 lr 0.000027 time 0.4491 (0.7127) loss 1286.5925 (1312.8725) grad_norm 185.5942 (225.0159) embed_mse 1285.5293 (1311.7868) mask_bce 0.1989 (0.2440) mask_dice 0.8642 (0.8417) mem 21941MB +[2025-12-25 04:05:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][660/1573] eta 0:10:47 lr 0.000027 time 0.4262 (0.7095) loss 1316.1650 (1312.8067) grad_norm 336.6527 (226.3773) embed_mse 1315.0889 (1311.7208) mask_bce 0.2067 (0.2441) mask_dice 0.8695 (0.8418) mem 21941MB +[2025-12-25 04:05:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][670/1573] eta 0:10:40 lr 0.000027 time 0.4202 (0.7093) loss 1320.6305 (1312.6497) grad_norm 193.4671 (225.9808) embed_mse 1319.5293 (1311.5636) mask_bce 0.2746 (0.2443) mask_dice 0.8266 (0.8418) mem 21941MB +[2025-12-25 04:05:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][680/1573] eta 0:10:30 lr 0.000027 time 0.4204 (0.7055) loss 1318.1967 (1312.6963) grad_norm 309.6589 (226.9379) embed_mse 1317.1018 (1311.6102) mask_bce 0.2600 (0.2443) mask_dice 0.8348 (0.8419) mem 21941MB +[2025-12-25 04:05:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][690/1573] eta 0:10:26 lr 0.000027 time 0.4218 (0.7092) loss 1283.8534 (1312.9587) grad_norm 188.6067 (226.4922) embed_mse 1282.8066 (1311.8724) mask_bce 0.1953 (0.2444) mask_dice 0.8515 (0.8418) mem 21941MB +[2025-12-25 04:05:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][700/1573] eta 0:10:15 lr 0.000027 time 0.4183 (0.7051) loss 1332.0505 (1313.1159) grad_norm 230.2757 (226.5357) embed_mse 1330.9794 (1312.0293) mask_bce 0.2219 (0.2446) mask_dice 0.8492 (0.8419) mem 21941MB +[2025-12-25 04:06:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][710/1573] eta 0:10:06 lr 0.000027 time 0.4256 (0.7030) loss 1245.6039 (1313.2076) grad_norm 258.7599 (226.9019) embed_mse 1244.5043 (1312.1211) mask_bce 0.2851 (0.2447) mask_dice 0.8144 (0.8419) mem 21941MB +[2025-12-25 04:06:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][720/1573] eta 0:10:01 lr 0.000027 time 0.4243 (0.7054) loss 1304.0172 (1313.1402) grad_norm 257.3106 (227.9211) embed_mse 1302.8906 (1312.0537) mask_bce 0.2971 (0.2448) mask_dice 0.8295 (0.8417) mem 21941MB +[2025-12-25 04:06:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][730/1573] eta 0:09:54 lr 0.000027 time 0.4214 (0.7055) loss 1347.8861 (1313.1850) grad_norm 189.3074 (227.4967) embed_mse 1346.7041 (1312.0983) mask_bce 0.3225 (0.2449) mask_dice 0.8594 (0.8418) mem 21941MB +[2025-12-25 04:06:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][740/1573] eta 0:09:47 lr 0.000027 time 0.4176 (0.7054) loss 1358.5793 (1313.2085) grad_norm 182.1531 (227.0039) embed_mse 1357.4850 (1312.1217) mask_bce 0.2559 (0.2452) mask_dice 0.8385 (0.8416) mem 21941MB +[2025-12-25 04:06:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][750/1573] eta 0:09:42 lr 0.000027 time 1.0395 (0.7074) loss 1308.1342 (1313.0299) grad_norm 217.0259 (226.8966) embed_mse 1307.0605 (1311.9433) mask_bce 0.2294 (0.2449) mask_dice 0.8442 (0.8417) mem 21941MB +[2025-12-25 04:06:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][760/1573] eta 0:09:32 lr 0.000027 time 0.4335 (0.7043) loss 1359.0524 (1313.2528) grad_norm 229.2766 (226.7892) embed_mse 1357.9697 (1312.1663) mask_bce 0.2399 (0.2448) mask_dice 0.8428 (0.8417) mem 21941MB +[2025-12-25 04:06:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][770/1573] eta 0:09:22 lr 0.000027 time 0.4160 (0.7011) loss 1329.3096 (1313.2350) grad_norm 198.5187 (226.4947) embed_mse 1328.2555 (1312.1482) mask_bce 0.2067 (0.2451) mask_dice 0.8474 (0.8417) mem 21941MB +[2025-12-25 04:06:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][780/1573] eta 0:09:13 lr 0.000027 time 0.4186 (0.6984) loss 1325.1724 (1313.4144) grad_norm 207.1583 (226.2954) embed_mse 1324.1141 (1312.3275) mask_bce 0.2093 (0.2451) mask_dice 0.8488 (0.8418) mem 21941MB +[2025-12-25 04:06:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][790/1573] eta 0:09:04 lr 0.000027 time 0.4278 (0.6960) loss 1371.3112 (1313.5290) grad_norm 183.6958 (225.8607) embed_mse 1370.2261 (1312.4422) mask_bce 0.2532 (0.2449) mask_dice 0.8319 (0.8419) mem 21941MB +[2025-12-25 04:06:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][800/1573] eta 0:08:57 lr 0.000027 time 0.4205 (0.6949) loss 1265.6108 (1313.6556) grad_norm 167.3022 (226.0728) embed_mse 1264.5394 (1312.5688) mask_bce 0.2320 (0.2449) mask_dice 0.8394 (0.8419) mem 21941MB +[2025-12-25 04:07:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][810/1573] eta 0:08:49 lr 0.000027 time 1.4492 (0.6938) loss 1324.7170 (1313.5256) grad_norm 229.7949 (226.1096) embed_mse 1323.6406 (1312.4387) mask_bce 0.2439 (0.2450) mask_dice 0.8326 (0.8419) mem 21941MB +[2025-12-25 04:07:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][820/1573] eta 0:08:40 lr 0.000027 time 0.4202 (0.6918) loss 1285.1399 (1313.3717) grad_norm 245.8825 (226.3035) embed_mse 1283.9911 (1312.2848) mask_bce 0.3132 (0.2450) mask_dice 0.8355 (0.8419) mem 21941MB +[2025-12-25 04:07:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][830/1573] eta 0:08:34 lr 0.000027 time 0.4196 (0.6931) loss 1276.1466 (1313.4397) grad_norm 288.9975 (226.9122) embed_mse 1275.0917 (1312.3529) mask_bce 0.1990 (0.2449) mask_dice 0.8560 (0.8419) mem 21941MB +[2025-12-25 04:07:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][840/1573] eta 0:08:26 lr 0.000027 time 1.8574 (0.6916) loss 1328.4979 (1313.5696) grad_norm 226.3730 (226.4417) embed_mse 1327.4049 (1312.4828) mask_bce 0.2581 (0.2449) mask_dice 0.8349 (0.8418) mem 21941MB +[2025-12-25 04:07:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][850/1573] eta 0:08:20 lr 0.000027 time 0.4173 (0.6924) loss 1348.2678 (1313.4966) grad_norm 181.3273 (226.0161) embed_mse 1347.1777 (1312.4096) mask_bce 0.2417 (0.2452) mask_dice 0.8483 (0.8418) mem 21941MB +[2025-12-25 04:07:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][860/1573] eta 0:08:13 lr 0.000027 time 0.4457 (0.6917) loss 1347.0842 (1313.5193) grad_norm 341.9980 (227.1000) embed_mse 1346.0186 (1312.4324) mask_bce 0.2164 (0.2450) mask_dice 0.8493 (0.8418) mem 21941MB +[2025-12-25 04:07:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][870/1573] eta 0:08:06 lr 0.000027 time 0.6739 (0.6915) loss 1374.4735 (1313.6467) grad_norm 278.6212 (227.5770) embed_mse 1373.3965 (1312.5600) mask_bce 0.2099 (0.2449) mask_dice 0.8671 (0.8418) mem 21941MB +[2025-12-25 04:07:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][880/1573] eta 0:08:01 lr 0.000027 time 0.4179 (0.6955) loss 1345.2406 (1313.6798) grad_norm 253.7566 (228.0793) embed_mse 1344.1350 (1312.5931) mask_bce 0.2507 (0.2448) mask_dice 0.8549 (0.8419) mem 21941MB +[2025-12-25 04:07:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][890/1573] eta 0:07:53 lr 0.000027 time 0.4190 (0.6926) loss 1386.3300 (1313.8723) grad_norm 221.8081 (228.0228) embed_mse 1385.2505 (1312.7857) mask_bce 0.2255 (0.2449) mask_dice 0.8540 (0.8418) mem 21941MB +[2025-12-25 04:08:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][900/1573] eta 0:07:44 lr 0.000026 time 0.4191 (0.6902) loss 1332.2598 (1313.8549) grad_norm 200.3651 (227.7759) embed_mse 1331.1953 (1312.7683) mask_bce 0.1999 (0.2449) mask_dice 0.8645 (0.8417) mem 21941MB +[2025-12-25 04:08:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][910/1573] eta 0:07:35 lr 0.000026 time 0.4170 (0.6872) loss 1289.4994 (1313.9242) grad_norm 171.5211 (227.2780) embed_mse 1288.3895 (1312.8374) mask_bce 0.2648 (0.2451) mask_dice 0.8451 (0.8417) mem 21941MB +[2025-12-25 04:08:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][920/1573] eta 0:07:28 lr 0.000026 time 0.4265 (0.6870) loss 1287.5192 (1314.0343) grad_norm 189.8042 (227.0325) embed_mse 1286.4164 (1312.9475) mask_bce 0.2641 (0.2451) mask_dice 0.8387 (0.8417) mem 21941MB +[2025-12-25 04:08:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][930/1573] eta 0:07:21 lr 0.000026 time 0.4213 (0.6865) loss 1243.1028 (1313.9809) grad_norm 195.6459 (226.7619) embed_mse 1242.0273 (1312.8941) mask_bce 0.2604 (0.2453) mask_dice 0.8150 (0.8416) mem 21941MB +[2025-12-25 04:08:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][940/1573] eta 0:07:12 lr 0.000026 time 0.4198 (0.6837) loss 1269.7040 (1313.8236) grad_norm 241.3704 (226.8868) embed_mse 1268.6207 (1312.7367) mask_bce 0.2479 (0.2454) mask_dice 0.8354 (0.8415) mem 21941MB +[2025-12-25 04:08:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][950/1573] eta 0:07:06 lr 0.000026 time 0.4225 (0.6841) loss 1300.4817 (1313.8485) grad_norm 391.1639 (228.2789) embed_mse 1299.3906 (1312.7617) mask_bce 0.2608 (0.2454) mask_dice 0.8303 (0.8415) mem 21941MB +[2025-12-25 04:08:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][960/1573] eta 0:06:58 lr 0.000026 time 0.4207 (0.6821) loss 1351.4174 (1313.8505) grad_norm 241.2402 (228.2839) embed_mse 1350.1910 (1312.7636) mask_bce 0.3635 (0.2454) mask_dice 0.8628 (0.8415) mem 21941MB +[2025-12-25 04:08:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][970/1573] eta 0:06:51 lr 0.000026 time 1.5576 (0.6822) loss 1318.8275 (1313.7475) grad_norm 268.8820 (228.6194) embed_mse 1317.7651 (1312.6605) mask_bce 0.2107 (0.2455) mask_dice 0.8517 (0.8414) mem 21941MB +[2025-12-25 04:08:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][980/1573] eta 0:06:43 lr 0.000026 time 0.4200 (0.6804) loss 1325.7883 (1313.6380) grad_norm 218.0180 (228.5325) embed_mse 1324.7227 (1312.5511) mask_bce 0.2089 (0.2454) mask_dice 0.8569 (0.8415) mem 21941MB +[2025-12-25 04:08:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][990/1573] eta 0:06:36 lr 0.000026 time 0.4200 (0.6795) loss 1338.4747 (1313.5858) grad_norm 207.8359 (228.3642) embed_mse 1337.4152 (1312.4991) mask_bce 0.1954 (0.2452) mask_dice 0.8641 (0.8415) mem 21941MB +[2025-12-25 04:09:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1000/1573] eta 0:06:28 lr 0.000026 time 1.4244 (0.6783) loss 1355.9176 (1313.7564) grad_norm 254.9684 (228.0099) embed_mse 1354.8518 (1312.6696) mask_bce 0.2388 (0.2453) mask_dice 0.8271 (0.8415) mem 21941MB +[2025-12-25 04:09:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1010/1573] eta 0:06:20 lr 0.000026 time 0.4217 (0.6761) loss 1339.8317 (1313.8989) grad_norm 169.6332 (227.5466) embed_mse 1338.7628 (1312.8122) mask_bce 0.2279 (0.2453) mask_dice 0.8410 (0.8415) mem 21941MB +[2025-12-25 04:09:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1020/1573] eta 0:06:13 lr 0.000026 time 0.4398 (0.6762) loss 1317.9171 (1314.0722) grad_norm 227.6038 (227.5470) embed_mse 1316.8470 (1312.9855) mask_bce 0.2330 (0.2452) mask_dice 0.8372 (0.8415) mem 21941MB +[2025-12-25 04:09:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1030/1573] eta 0:06:07 lr 0.000026 time 1.0510 (0.6768) loss 1209.7483 (1314.0444) grad_norm 176.4696 (227.1479) embed_mse 1208.6880 (1312.9576) mask_bce 0.2444 (0.2452) mask_dice 0.8159 (0.8416) mem 21941MB +[2025-12-25 04:09:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1040/1573] eta 0:05:59 lr 0.000026 time 0.4373 (0.6747) loss 1327.0051 (1314.1827) grad_norm 174.7650 (226.8439) embed_mse 1325.9271 (1313.0959) mask_bce 0.2378 (0.2451) mask_dice 0.8402 (0.8417) mem 21941MB +[2025-12-25 04:09:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1050/1573] eta 0:05:53 lr 0.000026 time 0.4212 (0.6752) loss 1307.4261 (1314.0701) grad_norm 145.8234 (226.2254) embed_mse 1306.3132 (1312.9831) mask_bce 0.3124 (0.2453) mask_dice 0.8005 (0.8417) mem 21941MB +[2025-12-25 04:09:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1060/1573] eta 0:05:47 lr 0.000026 time 0.4232 (0.6782) loss 1316.1074 (1313.9103) grad_norm 254.2478 (226.4377) embed_mse 1315.0219 (1312.8233) mask_bce 0.2364 (0.2454) mask_dice 0.8491 (0.8417) mem 21941MB +[2025-12-25 04:09:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1070/1573] eta 0:05:40 lr 0.000026 time 0.4192 (0.6771) loss 1315.2725 (1314.0061) grad_norm 197.1259 (226.2173) embed_mse 1314.2202 (1312.9192) mask_bce 0.1925 (0.2452) mask_dice 0.8597 (0.8417) mem 21941MB +[2025-12-25 04:09:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1080/1573] eta 0:05:33 lr 0.000026 time 0.4331 (0.6770) loss 1321.4762 (1314.1229) grad_norm 251.1238 (226.6019) embed_mse 1320.3938 (1313.0359) mask_bce 0.2399 (0.2454) mask_dice 0.8425 (0.8416) mem 21941MB +[2025-12-25 04:09:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1090/1573] eta 0:05:25 lr 0.000026 time 0.4218 (0.6746) loss 1356.3490 (1314.1260) grad_norm 224.5289 (226.5866) embed_mse 1355.2135 (1313.0386) mask_bce 0.3147 (0.2457) mask_dice 0.8209 (0.8416) mem 21941MB +[2025-12-25 04:10:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1100/1573] eta 0:05:18 lr 0.000026 time 0.4242 (0.6743) loss 1322.4430 (1314.1120) grad_norm 379.0393 (227.6994) embed_mse 1321.3423 (1313.0247) mask_bce 0.2689 (0.2457) mask_dice 0.8318 (0.8416) mem 21941MB +[2025-12-25 04:10:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1110/1573] eta 0:05:11 lr 0.000026 time 1.8932 (0.6734) loss 1310.5184 (1314.0980) grad_norm 283.1712 (228.1014) embed_mse 1309.4573 (1313.0109) mask_bce 0.2100 (0.2454) mask_dice 0.8510 (0.8416) mem 21941MB +[2025-12-25 04:10:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1120/1573] eta 0:05:05 lr 0.000026 time 0.4193 (0.6749) loss 1303.5844 (1314.0893) grad_norm 186.1010 (227.7537) embed_mse 1302.5045 (1313.0023) mask_bce 0.2470 (0.2454) mask_dice 0.8329 (0.8416) mem 21941MB +[2025-12-25 04:10:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1130/1573] eta 0:04:58 lr 0.000026 time 0.4199 (0.6742) loss 1364.9430 (1314.1044) grad_norm 359.6760 (228.6893) embed_mse 1363.8666 (1313.0175) mask_bce 0.2522 (0.2453) mask_dice 0.8243 (0.8416) mem 21941MB +[2025-12-25 04:10:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1140/1573] eta 0:04:53 lr 0.000026 time 0.4228 (0.6787) loss 1370.2168 (1313.9734) grad_norm 186.6997 (228.3936) embed_mse 1368.9165 (1312.8864) mask_bce 0.4349 (0.2453) mask_dice 0.8654 (0.8416) mem 21941MB +[2025-12-25 04:10:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1150/1573] eta 0:04:47 lr 0.000026 time 2.5983 (0.6800) loss 1347.7136 (1314.0665) grad_norm 316.0068 (229.0062) embed_mse 1346.6426 (1312.9795) mask_bce 0.2152 (0.2452) mask_dice 0.8559 (0.8417) mem 21941MB +[2025-12-25 04:10:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1160/1573] eta 0:04:40 lr 0.000026 time 2.9428 (0.6800) loss 1317.6488 (1314.0573) grad_norm 190.3645 (228.3328) embed_mse 1316.5442 (1312.9703) mask_bce 0.2739 (0.2453) mask_dice 0.8307 (0.8417) mem 21941MB +[2025-12-25 04:10:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1170/1573] eta 0:04:33 lr 0.000026 time 0.4206 (0.6785) loss 1264.3998 (1314.2475) grad_norm 292.4126 (228.7717) embed_mse 1263.3114 (1313.1604) mask_bce 0.2502 (0.2455) mask_dice 0.8381 (0.8416) mem 21941MB +[2025-12-25 04:11:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1180/1573] eta 0:04:25 lr 0.000026 time 0.4207 (0.6764) loss 1365.9152 (1314.2900) grad_norm 163.7269 (228.3292) embed_mse 1364.8392 (1313.2030) mask_bce 0.2405 (0.2455) mask_dice 0.8354 (0.8415) mem 21941MB +[2025-12-25 04:11:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1190/1573] eta 0:04:18 lr 0.000026 time 0.4197 (0.6751) loss 1321.1827 (1314.3989) grad_norm 215.6328 (228.2435) embed_mse 1320.0769 (1313.3119) mask_bce 0.2601 (0.2455) mask_dice 0.8458 (0.8415) mem 21941MB +[2025-12-25 04:11:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1200/1573] eta 0:04:11 lr 0.000026 time 0.4166 (0.6751) loss 1286.8307 (1314.3484) grad_norm 172.2758 (227.5712) embed_mse 1285.7423 (1313.2614) mask_bce 0.2554 (0.2455) mask_dice 0.8331 (0.8415) mem 21941MB +[2025-12-25 04:11:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1210/1573] eta 0:04:04 lr 0.000026 time 0.4182 (0.6734) loss 1334.6584 (1314.2166) grad_norm 258.5357 (227.7762) embed_mse 1333.5765 (1313.1296) mask_bce 0.2300 (0.2456) mask_dice 0.8519 (0.8415) mem 21941MB +[2025-12-25 04:11:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1220/1573] eta 0:03:57 lr 0.000026 time 0.4184 (0.6727) loss 1277.2196 (1314.1071) grad_norm 271.0522 (228.0609) embed_mse 1276.1357 (1313.0199) mask_bce 0.2466 (0.2456) mask_dice 0.8373 (0.8415) mem 21941MB +[2025-12-25 04:11:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1230/1573] eta 0:03:51 lr 0.000026 time 0.4208 (0.6741) loss 1331.1957 (1314.0782) grad_norm 305.2397 (228.5653) embed_mse 1329.9316 (1312.9909) mask_bce 0.4349 (0.2458) mask_dice 0.8292 (0.8415) mem 21941MB +[2025-12-25 04:11:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1240/1573] eta 0:03:44 lr 0.000026 time 0.4156 (0.6739) loss 1356.9430 (1314.0991) grad_norm 226.4681 (228.9845) embed_mse 1355.8507 (1313.0119) mask_bce 0.2469 (0.2456) mask_dice 0.8455 (0.8415) mem 21941MB +[2025-12-25 04:11:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1250/1573] eta 0:03:37 lr 0.000026 time 0.4204 (0.6747) loss 1307.3265 (1314.2320) grad_norm 255.8049 (229.1564) embed_mse 1306.2139 (1313.1448) mask_bce 0.2915 (0.2457) mask_dice 0.8212 (0.8415) mem 21941MB +[2025-12-25 04:11:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1260/1573] eta 0:03:30 lr 0.000026 time 0.5542 (0.6728) loss 1336.5247 (1314.3459) grad_norm 312.6366 (229.6881) embed_mse 1335.4432 (1313.2588) mask_bce 0.2527 (0.2455) mask_dice 0.8288 (0.8416) mem 21941MB +[2025-12-25 04:11:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1270/1573] eta 0:03:23 lr 0.000026 time 0.4241 (0.6725) loss 1339.6665 (1314.3842) grad_norm 255.8640 (229.8538) embed_mse 1338.5791 (1313.2970) mask_bce 0.2254 (0.2456) mask_dice 0.8620 (0.8416) mem 21941MB +[2025-12-25 04:12:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1280/1573] eta 0:03:17 lr 0.000026 time 0.4265 (0.6746) loss 1324.8900 (1314.4999) grad_norm 171.9048 (229.4999) embed_mse 1323.8016 (1313.4126) mask_bce 0.2436 (0.2457) mask_dice 0.8448 (0.8416) mem 21941MB +[2025-12-25 04:12:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1290/1573] eta 0:03:10 lr 0.000026 time 0.4296 (0.6732) loss 1299.5306 (1314.3902) grad_norm 407.4004 (230.6049) embed_mse 1298.4363 (1313.3029) mask_bce 0.2593 (0.2457) mask_dice 0.8351 (0.8416) mem 21941MB +[2025-12-25 04:12:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1300/1573] eta 0:03:03 lr 0.000026 time 0.4228 (0.6725) loss 1333.0042 (1314.5325) grad_norm 281.2806 (230.9177) embed_mse 1331.9305 (1313.4452) mask_bce 0.2523 (0.2457) mask_dice 0.8213 (0.8416) mem 21941MB +[2025-12-25 04:12:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1310/1573] eta 0:02:56 lr 0.000026 time 0.4171 (0.6720) loss 1358.1029 (1314.5288) grad_norm 254.3787 (231.0617) embed_mse 1357.0162 (1313.4416) mask_bce 0.2532 (0.2456) mask_dice 0.8335 (0.8416) mem 21941MB +[2025-12-25 04:12:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1320/1573] eta 0:02:50 lr 0.000026 time 0.4324 (0.6727) loss 1360.3976 (1314.5375) grad_norm 192.4310 (231.8378) embed_mse 1359.3268 (1313.4504) mask_bce 0.2124 (0.2456) mask_dice 0.8584 (0.8416) mem 21941MB +[2025-12-25 04:12:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1330/1573] eta 0:02:44 lr 0.000026 time 0.4290 (0.6757) loss 1327.7313 (1314.6631) grad_norm 289.4525 (232.1848) embed_mse 1326.6478 (1313.5760) mask_bce 0.2648 (0.2455) mask_dice 0.8187 (0.8416) mem 21941MB +[2025-12-25 04:12:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1340/1573] eta 0:02:37 lr 0.000026 time 0.4215 (0.6746) loss 1249.6217 (1314.5926) grad_norm 161.9361 (231.7642) embed_mse 1248.5276 (1313.5055) mask_bce 0.2391 (0.2454) mask_dice 0.8550 (0.8417) mem 21941MB +[2025-12-25 04:12:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1350/1573] eta 0:02:30 lr 0.000026 time 0.4209 (0.6736) loss 1330.1947 (1314.5822) grad_norm 320.1261 (232.2902) embed_mse 1329.0996 (1313.4951) mask_bce 0.2539 (0.2455) mask_dice 0.8412 (0.8416) mem 21941MB +[2025-12-25 04:13:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1360/1573] eta 0:02:23 lr 0.000026 time 0.4189 (0.6747) loss 1346.3257 (1314.6148) grad_norm 204.3304 (232.7925) embed_mse 1345.2102 (1313.5277) mask_bce 0.2968 (0.2455) mask_dice 0.8185 (0.8416) mem 21941MB +[2025-12-25 04:13:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1370/1573] eta 0:02:16 lr 0.000026 time 0.4233 (0.6747) loss 1308.7882 (1314.6388) grad_norm 186.2612 (232.5204) embed_mse 1307.6952 (1313.5518) mask_bce 0.2526 (0.2454) mask_dice 0.8403 (0.8416) mem 21941MB +[2025-12-25 04:13:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1380/1573] eta 0:02:11 lr 0.000026 time 0.4270 (0.6790) loss 1332.7485 (1314.5967) grad_norm 177.4148 (232.2000) embed_mse 1331.6661 (1313.5097) mask_bce 0.2471 (0.2454) mask_dice 0.8352 (0.8417) mem 21941MB +[2025-12-25 04:13:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1390/1573] eta 0:02:03 lr 0.000026 time 0.4165 (0.6771) loss 1217.8258 (1314.5983) grad_norm 179.7563 (231.8969) embed_mse 1216.7467 (1313.5112) mask_bce 0.2519 (0.2454) mask_dice 0.8273 (0.8416) mem 21941MB +[2025-12-25 04:13:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1400/1573] eta 0:01:56 lr 0.000026 time 0.4181 (0.6753) loss 1333.8311 (1314.5024) grad_norm 204.5105 (231.9725) embed_mse 1332.7130 (1313.4154) mask_bce 0.3043 (0.2455) mask_dice 0.8137 (0.8416) mem 21941MB +[2025-12-25 04:13:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1410/1573] eta 0:01:50 lr 0.000026 time 0.4223 (0.6761) loss 1282.1838 (1314.4447) grad_norm 185.8843 (231.7106) embed_mse 1281.0579 (1313.3575) mask_bce 0.2613 (0.2455) mask_dice 0.8647 (0.8416) mem 21941MB +[2025-12-25 04:13:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1420/1573] eta 0:01:43 lr 0.000026 time 0.4241 (0.6769) loss 1336.8599 (1314.3549) grad_norm 183.5584 (231.4386) embed_mse 1335.7955 (1313.2678) mask_bce 0.1958 (0.2456) mask_dice 0.8685 (0.8416) mem 21941MB +[2025-12-25 04:14:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1430/1573] eta 0:01:38 lr 0.000026 time 0.4210 (0.6858) loss 1266.9919 (1314.3136) grad_norm 193.0005 (231.2226) embed_mse 1265.9329 (1313.2266) mask_bce 0.2061 (0.2455) mask_dice 0.8530 (0.8416) mem 21941MB +[2025-12-25 04:14:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1440/1573] eta 0:01:30 lr 0.000026 time 0.4253 (0.6840) loss 1378.5591 (1314.2353) grad_norm 137.5180 (230.5603) embed_mse 1377.4547 (1313.1483) mask_bce 0.2654 (0.2455) mask_dice 0.8390 (0.8415) mem 21941MB +[2025-12-25 04:14:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1450/1573] eta 0:01:24 lr 0.000026 time 0.4342 (0.6836) loss 1267.1471 (1314.2431) grad_norm 194.3786 (230.3604) embed_mse 1266.0721 (1313.1560) mask_bce 0.2400 (0.2456) mask_dice 0.8349 (0.8415) mem 21941MB +[2025-12-25 04:14:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1460/1573] eta 0:01:17 lr 0.000026 time 0.4331 (0.6818) loss 1346.5410 (1314.3027) grad_norm 252.0100 (230.4794) embed_mse 1345.4708 (1313.2157) mask_bce 0.2022 (0.2455) mask_dice 0.8681 (0.8415) mem 21941MB +[2025-12-25 04:14:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1470/1573] eta 0:01:10 lr 0.000026 time 0.4206 (0.6812) loss 1330.3998 (1314.4069) grad_norm 222.1911 (230.4341) embed_mse 1329.3010 (1313.3198) mask_bce 0.2494 (0.2455) mask_dice 0.8494 (0.8415) mem 21941MB +[2025-12-25 04:14:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1480/1573] eta 0:01:03 lr 0.000026 time 0.4294 (0.6806) loss 1353.2223 (1314.4547) grad_norm 171.3319 (230.2184) embed_mse 1352.1442 (1313.3677) mask_bce 0.2150 (0.2455) mask_dice 0.8631 (0.8416) mem 21941MB +[2025-12-25 04:14:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1490/1573] eta 0:00:56 lr 0.000026 time 0.4218 (0.6813) loss 1282.1447 (1314.5585) grad_norm 228.6614 (230.2100) embed_mse 1281.0603 (1313.4714) mask_bce 0.2581 (0.2456) mask_dice 0.8262 (0.8415) mem 21941MB +[2025-12-25 04:14:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1500/1573] eta 0:00:49 lr 0.000026 time 0.4366 (0.6796) loss 1358.9651 (1314.5215) grad_norm 224.9767 (230.1820) embed_mse 1357.8970 (1313.4345) mask_bce 0.2351 (0.2455) mask_dice 0.8330 (0.8415) mem 21941MB +[2025-12-25 04:14:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1510/1573] eta 0:00:42 lr 0.000026 time 0.4380 (0.6810) loss 1355.6595 (1314.4356) grad_norm 168.2096 (229.8523) embed_mse 1354.5593 (1313.3486) mask_bce 0.2971 (0.2455) mask_dice 0.8031 (0.8415) mem 21941MB +[2025-12-25 04:14:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1520/1573] eta 0:00:36 lr 0.000025 time 0.4442 (0.6793) loss 1286.8105 (1314.3190) grad_norm 302.9103 (229.9504) embed_mse 1285.6836 (1313.2319) mask_bce 0.2669 (0.2456) mask_dice 0.8599 (0.8415) mem 21941MB +[2025-12-25 04:15:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1530/1573] eta 0:00:29 lr 0.000025 time 0.4199 (0.6793) loss 1346.0779 (1314.4752) grad_norm 404.8229 (230.8660) embed_mse 1344.9608 (1313.3881) mask_bce 0.2424 (0.2456) mask_dice 0.8747 (0.8415) mem 21941MB +[2025-12-25 04:15:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [14/30][1540/1573] eta 0:00:22 lr 0.000025 time 0.4205 (0.6803) loss 1347.4067 (1314.4238) grad_norm 460.2981 (232.0609) embed_mse 1346.3408 (1313.3367) mask_bce 0.2090 (0.2455) mask_dice 0.8570 (0.8415) mem 21941MB +[2025-12-25 04:15:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO 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geometry_finetune_default] (utils.py 296): INFO output_geometry_finetune/es_rv_m/ckpt_epoch_14.pth saving...... +[2025-12-25 04:15:33 geometry_finetune_default] (utils.py 298): INFO output_geometry_finetune/es_rv_m/ckpt_epoch_14.pth saved !!! +[2025-12-25 04:15:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][0/1573] eta 2:50:03 lr 0.000025 time 6.4868 (6.4868) loss 1335.5182 (1335.5182) grad_norm 0.0000 (0.0000) embed_mse 1334.4553 (1334.4553) mask_bce 0.1984 (0.1984) mask_dice 0.8644 (0.8644) mem 21941MB +[2025-12-25 04:15:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][10/1573] eta 0:34:36 lr 0.000025 time 0.4289 (1.3288) loss 1320.0555 (1317.0868) grad_norm 265.8369 (265.8369) embed_mse 1318.9603 (1315.9862) mask_bce 0.2558 (0.2530) mask_dice 0.8395 (0.8476) mem 21941MB +[2025-12-25 04:15:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][20/1573] eta 0:26:06 lr 0.000025 time 0.4225 (1.0089) loss 1277.8107 (1314.0790) grad_norm 291.8358 (278.8364) embed_mse 1276.7477 (1312.9909) mask_bce 0.2025 (0.2424) mask_dice 0.8605 (0.8457) mem 21941MB +[2025-12-25 04:15:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][30/1573] eta 0:21:31 lr 0.000025 time 0.4290 (0.8370) loss 1256.4764 (1311.7473) grad_norm 168.0508 (241.9078) embed_mse 1255.3776 (1310.6583) mask_bce 0.2463 (0.2458) mask_dice 0.8525 (0.8432) mem 21941MB +[2025-12-25 04:16:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][40/1573] eta 0:21:45 lr 0.000025 time 0.4362 (0.8519) loss 1316.4371 (1312.5256) grad_norm 214.6614 (237.3553) embed_mse 1315.3641 (1311.4384) mask_bce 0.2259 (0.2443) mask_dice 0.8471 (0.8429) mem 21941MB +[2025-12-25 04:16:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][50/1573] eta 0:21:15 lr 0.000025 time 3.2687 (0.8376) loss 1314.5881 (1313.2420) grad_norm 220.9253 (234.6170) embed_mse 1313.4869 (1312.1548) mask_bce 0.2551 (0.2448) mask_dice 0.8461 (0.8424) mem 21941MB +[2025-12-25 04:16:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][60/1573] eta 0:19:57 lr 0.000025 time 0.4195 (0.7918) loss 1291.2382 (1309.6419) grad_norm 152.2579 (222.8514) embed_mse 1290.1573 (1308.5544) mask_bce 0.2447 (0.2456) mask_dice 0.8362 (0.8419) mem 21941MB +[2025-12-25 04:16:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][70/1573] eta 0:22:15 lr 0.000025 time 0.4687 (0.8884) loss 1285.0719 (1309.3730) grad_norm 283.3911 (230.4189) embed_mse 1283.9980 (1308.2867) mask_bce 0.2185 (0.2445) mask_dice 0.8554 (0.8418) mem 21941MB +[2025-12-25 04:16:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][80/1573] eta 0:20:41 lr 0.000025 time 0.4237 (0.8313) loss 1306.2635 (1308.1919) grad_norm 151.0828 (220.3874) embed_mse 1305.1852 (1307.1064) mask_bce 0.2468 (0.2438) mask_dice 0.8316 (0.8417) mem 21941MB +[2025-12-25 04:16:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][90/1573] eta 0:20:14 lr 0.000025 time 0.4214 (0.8192) loss 1367.4453 (1310.7784) grad_norm 165.3412 (215.3832) embed_mse 1366.3851 (1309.6927) mask_bce 0.2219 (0.2447) mask_dice 0.8382 (0.8410) mem 21941MB +[2025-12-25 04:16:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][100/1573] eta 0:19:28 lr 0.000025 time 0.4316 (0.7935) loss 1301.2811 (1309.8428) grad_norm 310.2906 (223.2922) embed_mse 1300.0688 (1308.7558) mask_bce 0.3904 (0.2471) mask_dice 0.8219 (0.8399) mem 21941MB +[2025-12-25 04:17:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][110/1573] eta 0:19:32 lr 0.000025 time 0.4195 (0.8017) loss 1331.8236 (1312.0848) grad_norm 229.0824 (223.7376) embed_mse 1330.6409 (1310.9971) mask_bce 0.3538 (0.2476) mask_dice 0.8289 (0.8401) mem 21941MB +[2025-12-25 04:17:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][120/1573] eta 0:18:43 lr 0.000025 time 0.4148 (0.7734) loss 1298.3334 (1311.8002) grad_norm 293.7797 (230.6159) embed_mse 1297.2611 (1310.7136) mask_bce 0.2457 (0.2471) mask_dice 0.8265 (0.8395) mem 21941MB +[2025-12-25 04:17:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][130/1573] eta 0:18:38 lr 0.000025 time 0.4175 (0.7750) loss 1334.5516 (1312.4976) grad_norm 303.1257 (235.1478) embed_mse 1333.4727 (1311.4110) mask_bce 0.2315 (0.2468) mask_dice 0.8475 (0.8398) mem 21941MB +[2025-12-25 04:17:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][140/1573] eta 0:18:23 lr 0.000025 time 0.4226 (0.7699) loss 1269.9333 (1312.9893) grad_norm 264.9564 (236.9012) embed_mse 1268.8546 (1311.9028) mask_bce 0.2495 (0.2474) mask_dice 0.8292 (0.8392) mem 21941MB +[2025-12-25 04:17:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][150/1573] eta 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grad_norm 200.5583 (241.9432) embed_mse 1254.7316 (1312.1821) mask_bce 0.1980 (0.2463) mask_dice 0.8896 (0.8406) mem 21941MB +[2025-12-25 04:17:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][190/1573] eta 0:17:09 lr 0.000025 time 0.4255 (0.7446) loss 1296.9631 (1313.8543) grad_norm 296.6844 (244.3232) embed_mse 1295.8706 (1312.7673) mask_bce 0.2483 (0.2464) mask_dice 0.8443 (0.8407) mem 21941MB +[2025-12-25 04:17:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][200/1573] eta 0:16:40 lr 0.000025 time 0.4176 (0.7289) loss 1327.2900 (1314.0442) grad_norm 179.6007 (238.8867) embed_mse 1326.2023 (1312.9573) mask_bce 0.2415 (0.2460) mask_dice 0.8464 (0.8410) mem 21941MB +[2025-12-25 04:18:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][210/1573] eta 0:16:14 lr 0.000025 time 0.4253 (0.7147) loss 1340.1508 (1313.3360) grad_norm 203.9694 (237.5437) embed_mse 1339.0811 (1312.2495) mask_bce 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04:18:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][250/1573] eta 0:16:27 lr 0.000025 time 5.2582 (0.7461) loss 1356.7983 (1311.8974) grad_norm 198.6389 (238.0177) embed_mse 1355.7142 (1310.8117) mask_bce 0.2327 (0.2446) mask_dice 0.8515 (0.8411) mem 21941MB +[2025-12-25 04:18:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][260/1573] eta 0:16:03 lr 0.000025 time 0.4188 (0.7338) loss 1341.7467 (1312.2670) grad_norm 167.3547 (235.8095) embed_mse 1340.6971 (1311.1813) mask_bce 0.1913 (0.2442) mask_dice 0.8583 (0.8415) mem 21941MB +[2025-12-25 04:18:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][270/1573] eta 0:16:01 lr 0.000025 time 1.0909 (0.7379) loss 1278.6970 (1312.3971) grad_norm 170.2392 (233.8225) embed_mse 1277.5917 (1311.3113) mask_bce 0.2525 (0.2442) mask_dice 0.8528 (0.8416) mem 21941MB +[2025-12-25 04:19:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][280/1573] eta 0:15:53 lr 0.000025 time 1.2894 (0.7377) loss 1304.8073 (1311.9052) grad_norm 161.7574 (231.6426) embed_mse 1303.7136 (1310.8189) mask_bce 0.2384 (0.2446) mask_dice 0.8552 (0.8417) mem 21941MB +[2025-12-25 04:19:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][290/1573] eta 0:15:52 lr 0.000025 time 0.4264 (0.7425) loss 1290.5245 (1311.2498) grad_norm 252.1045 (232.2110) embed_mse 1289.4556 (1310.1637) mask_bce 0.2154 (0.2445) mask_dice 0.8536 (0.8416) mem 21941MB +[2025-12-25 04:19:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][300/1573] eta 0:15:33 lr 0.000025 time 0.4242 (0.7331) loss 1342.1923 (1310.9584) grad_norm 196.7432 (231.2524) embed_mse 1341.1340 (1309.8721) mask_bce 0.2070 (0.2447) mask_dice 0.8513 (0.8416) mem 21941MB +[2025-12-25 04:19:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][310/1573] eta 0:15:38 lr 0.000025 time 5.4435 (0.7434) loss 1323.3201 (1310.9870) grad_norm 185.7244 (230.0543) embed_mse 1322.2236 (1309.9005) mask_bce 0.2787 (0.2450) mask_dice 0.8178 (0.8415) mem 21941MB +[2025-12-25 04:19:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][320/1573] eta 0:15:18 lr 0.000025 time 0.4182 (0.7334) loss 1357.1542 (1310.5564) grad_norm 161.8221 (227.6586) embed_mse 1356.0808 (1309.4699) mask_bce 0.2247 (0.2450) mask_dice 0.8486 (0.8415) mem 21941MB +[2025-12-25 04:19:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][330/1573] eta 0:15:13 lr 0.000025 time 0.4235 (0.7349) loss 1286.2751 (1311.0900) grad_norm 196.2418 (226.8923) embed_mse 1285.1759 (1310.0037) mask_bce 0.2573 (0.2447) mask_dice 0.8419 (0.8416) mem 21941MB +[2025-12-25 04:19:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][340/1573] eta 0:14:56 lr 0.000025 time 0.4266 (0.7269) loss 1303.7300 (1310.6515) grad_norm 160.3320 (225.3076) embed_mse 1302.6108 (1309.5651) mask_bce 0.2946 (0.2449) mask_dice 0.8244 (0.8416) mem 21941MB +[2025-12-25 04:19:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][350/1573] eta 0:14:51 lr 0.000025 time 0.4183 (0.7286) loss 1295.7103 (1310.6061) grad_norm 241.6388 (225.6874) embed_mse 1294.6396 (1309.5196) mask_bce 0.2334 (0.2450) mask_dice 0.8373 (0.8415) mem 21941MB +[2025-12-25 04:19:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][360/1573] eta 0:14:33 lr 0.000025 time 0.4715 (0.7205) loss 1342.0232 (1310.8452) grad_norm 198.4029 (225.7285) embed_mse 1340.9219 (1309.7583) mask_bce 0.2512 (0.2455) mask_dice 0.8501 (0.8414) mem 21941MB +[2025-12-25 04:19:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][370/1573] eta 0:14:20 lr 0.000025 time 0.4496 (0.7152) loss 1310.1564 (1310.7741) grad_norm 226.7856 (225.7515) embed_mse 1309.0955 (1309.6874) mask_bce 0.2221 (0.2452) mask_dice 0.8387 (0.8415) mem 21941MB +[2025-12-25 04:20:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][380/1573] eta 0:14:19 lr 0.000025 time 1.3568 (0.7207) loss 1260.4408 (1310.7229) grad_norm 263.7603 (226.5602) embed_mse 1259.3777 (1309.6365) mask_bce 0.2177 (0.2450) mask_dice 0.8453 (0.8414) mem 21941MB +[2025-12-25 04:20:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][390/1573] eta 0:14:08 lr 0.000025 time 1.7213 (0.7175) loss 1308.4800 (1310.3730) grad_norm 264.6107 (227.3529) embed_mse 1307.4047 (1309.2866) mask_bce 0.2349 (0.2451) mask_dice 0.8404 (0.8413) mem 21941MB +[2025-12-25 04:20:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][400/1573] eta 0:14:01 lr 0.000025 time 3.0821 (0.7171) loss 1306.2200 (1310.7495) grad_norm 355.0031 (228.1382) embed_mse 1305.1093 (1309.6632) mask_bce 0.3012 (0.2454) mask_dice 0.8096 (0.8410) mem 21941MB +[2025-12-25 04:20:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][410/1573] eta 0:13:52 lr 0.000025 time 0.4406 (0.7161) loss 1269.0040 (1311.1663) grad_norm 189.2908 (227.3765) embed_mse 1267.9148 (1310.0799) mask_bce 0.2529 (0.2454) mask_dice 0.8365 (0.8411) mem 21941MB +[2025-12-25 04:20:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][420/1573] eta 0:13:44 lr 0.000025 time 0.4238 (0.7154) loss 1359.6600 (1310.8283) grad_norm 182.3523 (226.5107) embed_mse 1358.6047 (1309.7418) mask_bce 0.1993 (0.2453) mask_dice 0.8559 (0.8411) mem 21941MB +[2025-12-25 04:20:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][430/1573] eta 0:13:43 lr 0.000025 time 0.4292 (0.7206) loss 1293.0331 (1310.9194) grad_norm 192.9040 (225.8766) embed_mse 1291.9539 (1309.8329) mask_bce 0.2336 (0.2450) mask_dice 0.8456 (0.8414) mem 21941MB +[2025-12-25 04:20:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][440/1573] eta 0:13:29 lr 0.000025 time 0.4512 (0.7145) loss 1342.4829 (1311.6060) grad_norm 189.7075 (224.1523) embed_mse 1341.4086 (1310.5197) mask_bce 0.2310 (0.2448) mask_dice 0.8434 (0.8415) mem 21941MB +[2025-12-25 04:20:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][450/1573] eta 0:13:20 lr 0.000025 time 1.0656 (0.7124) loss 1304.3068 (1312.1067) grad_norm 199.9286 (223.7198) embed_mse 1303.0933 (1311.0199) mask_bce 0.3492 (0.2453) mask_dice 0.8643 (0.8415) mem 21941MB +[2025-12-25 04:21:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][460/1573] eta 0:13:11 lr 0.000025 time 0.4421 (0.7110) loss 1336.1117 (1312.1548) grad_norm 325.5725 (225.5067) embed_mse 1335.0349 (1311.0682) mask_bce 0.2219 (0.2451) mask_dice 0.8550 (0.8416) mem 21941MB +[2025-12-25 04:21:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][470/1573] eta 0:13:12 lr 0.000025 time 0.4288 (0.7184) loss 1316.2742 (1312.5581) grad_norm 190.5567 (224.9041) embed_mse 1315.1783 (1311.4716) mask_bce 0.2769 (0.2448) mask_dice 0.8190 (0.8416) mem 21941MB +[2025-12-25 04:21:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][480/1573] eta 0:12:58 lr 0.000025 time 0.4275 (0.7124) loss 1302.8354 (1312.3628) grad_norm 175.7238 (223.0037) embed_mse 1301.7402 (1311.2765) mask_bce 0.2722 (0.2448) mask_dice 0.8230 (0.8415) mem 21941MB +[2025-12-25 04:21:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][490/1573] eta 0:12:46 lr 0.000025 time 0.4330 (0.7080) loss 1316.4420 (1312.6902) grad_norm 178.2788 (222.2705) embed_mse 1315.3398 (1311.6031) mask_bce 0.2826 (0.2455) mask_dice 0.8196 (0.8415) mem 21941MB +[2025-12-25 04:21:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][500/1573] eta 0:12:52 lr 0.000025 time 0.4483 (0.7196) loss 1320.4556 (1313.0511) grad_norm 221.2141 (222.2535) embed_mse 1319.3883 (1311.9640) mask_bce 0.2165 (0.2456) mask_dice 0.8508 (0.8414) mem 21941MB +[2025-12-25 04:21:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][510/1573] eta 0:12:41 lr 0.000025 time 0.4417 (0.7163) loss 1390.1520 (1312.9216) grad_norm 161.5341 (221.2897) embed_mse 1389.0436 (1311.8347) mask_bce 0.2766 (0.2453) mask_dice 0.8318 (0.8416) mem 21941MB +[2025-12-25 04:21:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][520/1573] eta 0:12:37 lr 0.000025 time 4.6194 (0.7196) loss 1254.7250 (1312.6914) grad_norm 154.9173 (219.3064) embed_mse 1253.6132 (1311.6047) mask_bce 0.2970 (0.2450) mask_dice 0.8148 (0.8416) mem 21941MB +[2025-12-25 04:21:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][530/1573] eta 0:12:25 lr 0.000025 time 0.4350 (0.7146) loss 1323.8497 (1312.2865) grad_norm 228.3887 (219.4440) embed_mse 1322.7375 (1311.2000) mask_bce 0.2907 (0.2448) mask_dice 0.8214 (0.8416) mem 21941MB +[2025-12-25 04:21:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][540/1573] eta 0:12:13 lr 0.000025 time 0.4317 (0.7096) loss 1333.7708 (1312.6852) grad_norm 218.0755 (219.4236) embed_mse 1332.6414 (1311.5987) mask_bce 0.2840 (0.2449) mask_dice 0.8453 (0.8416) mem 21941MB +[2025-12-25 04:22:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][550/1573] eta 0:12:05 lr 0.000024 time 1.4749 (0.7094) loss 1243.9933 (1312.7245) grad_norm 296.4442 (220.5562) embed_mse 1242.8988 (1311.6383) mask_bce 0.2666 (0.2447) mask_dice 0.8278 (0.8415) mem 21941MB +[2025-12-25 04:22:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][560/1573] eta 0:12:03 lr 0.000024 time 0.4322 (0.7146) loss 1245.5948 (1313.0338) grad_norm 195.6285 (219.9865) embed_mse 1244.5570 (1311.9477) mask_bce 0.2092 (0.2446) mask_dice 0.8287 (0.8415) mem 21941MB +[2025-12-25 04:22:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][570/1573] eta 0:11:51 lr 0.000024 time 0.4273 (0.7097) loss 1346.9214 (1313.1135) grad_norm 166.1329 (219.2280) embed_mse 1345.8418 (1312.0273) mask_bce 0.2359 (0.2446) mask_dice 0.8437 (0.8416) mem 21941MB +[2025-12-25 04:22:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][580/1573] eta 0:11:49 lr 0.000024 time 0.4627 (0.7143) loss 1334.4604 (1313.3313) grad_norm 252.1506 (219.6853) embed_mse 1333.2527 (1312.2451) mask_bce 0.3561 (0.2445) mask_dice 0.8515 (0.8418) mem 21941MB +[2025-12-25 04:22:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][590/1573] eta 0:11:37 lr 0.000024 time 0.4762 (0.7097) loss 1336.9988 (1313.3409) grad_norm 179.9940 (219.1416) embed_mse 1335.9185 (1312.2549) mask_bce 0.2410 (0.2443) mask_dice 0.8394 (0.8418) mem 21941MB +[2025-12-25 04:22:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][600/1573] eta 0:11:30 lr 0.000024 time 0.4244 (0.7101) loss 1367.3470 (1313.6356) grad_norm 189.9231 (218.3637) embed_mse 1366.2589 (1312.5495) mask_bce 0.2701 (0.2443) mask_dice 0.8180 (0.8418) mem 21941MB +[2025-12-25 04:22:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][610/1573] eta 0:11:24 lr 0.000024 time 0.8739 (0.7107) loss 1352.8344 (1313.8726) grad_norm 184.7363 (217.9212) embed_mse 1351.7665 (1312.7868) mask_bce 0.2335 (0.2440) mask_dice 0.8343 (0.8418) mem 21941MB +[2025-12-25 04:22:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][620/1573] eta 0:11:17 lr 0.000024 time 0.4359 (0.7112) loss 1301.1526 (1314.0380) grad_norm 212.6701 (217.8530) embed_mse 1300.0830 (1312.9524) mask_bce 0.2230 (0.2439) mask_dice 0.8465 (0.8417) mem 21941MB +[2025-12-25 04:22:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][630/1573] eta 0:11:07 lr 0.000024 time 0.4255 (0.7074) loss 1334.5380 (1314.0342) grad_norm 156.1937 (217.0625) embed_mse 1333.4628 (1312.9485) mask_bce 0.2184 (0.2440) mask_dice 0.8568 (0.8416) mem 21941MB +[2025-12-25 04:23:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][640/1573] eta 0:10:59 lr 0.000024 time 0.4392 (0.7070) loss 1345.5811 (1314.0802) grad_norm 241.1228 (217.4866) embed_mse 1344.5145 (1312.9944) mask_bce 0.2230 (0.2442) mask_dice 0.8436 (0.8416) mem 21941MB +[2025-12-25 04:23:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][650/1573] eta 0:10:52 lr 0.000024 time 0.4276 (0.7065) loss 1316.0975 (1313.5417) grad_norm 181.7870 (217.0458) embed_mse 1315.0490 (1312.4561) mask_bce 0.1784 (0.2439) mask_dice 0.8703 (0.8416) mem 21941MB +[2025-12-25 04:23:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][660/1573] eta 0:10:48 lr 0.000024 time 0.4364 (0.7097) loss 1317.8278 (1313.6921) grad_norm 177.8548 (216.5679) embed_mse 1316.7572 (1312.6066) mask_bce 0.2318 (0.2439) mask_dice 0.8387 (0.8416) mem 21941MB +[2025-12-25 04:23:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][670/1573] eta 0:10:39 lr 0.000024 time 0.4209 (0.7078) loss 1264.7758 (1313.8159) grad_norm 251.2870 (216.9862) embed_mse 1263.7069 (1312.7305) mask_bce 0.2493 (0.2436) mask_dice 0.8196 (0.8417) mem 21941MB +[2025-12-25 04:23:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][680/1573] eta 0:10:33 lr 0.000024 time 0.4279 (0.7095) loss 1298.9994 (1313.6028) grad_norm 161.1535 (217.2866) embed_mse 1297.9254 (1312.5175) mask_bce 0.2290 (0.2436) mask_dice 0.8449 (0.8417) mem 21941MB +[2025-12-25 04:23:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][690/1573] eta 0:10:22 lr 0.000024 time 0.4429 (0.7055) loss 1324.9474 (1313.7090) grad_norm 280.2650 (218.0189) embed_mse 1323.8994 (1312.6239) mask_bce 0.1663 (0.2434) mask_dice 0.8817 (0.8418) mem 21941MB +[2025-12-25 04:23:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][700/1573] eta 0:10:12 lr 0.000024 time 0.4210 (0.7018) loss 1292.9384 (1313.7366) grad_norm 209.4805 (217.9208) embed_mse 1291.8488 (1312.6514) mask_bce 0.2538 (0.2435) mask_dice 0.8358 (0.8417) mem 21941MB +[2025-12-25 04:24:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][710/1573] eta 0:10:15 lr 0.000024 time 0.4254 (0.7131) loss 1278.8492 (1313.8292) grad_norm 239.3385 (218.1642) embed_mse 1277.7410 (1312.7441) mask_bce 0.2665 (0.2434) mask_dice 0.8418 (0.8417) mem 21941MB +[2025-12-25 04:24:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][720/1573] eta 0:10:17 lr 0.000024 time 0.4378 (0.7235) loss 1298.0027 (1313.8941) grad_norm 156.5476 (217.3010) embed_mse 1296.9248 (1312.8093) mask_bce 0.2208 (0.2432) mask_dice 0.8570 (0.8417) mem 21941MB +[2025-12-25 04:24:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][730/1573] eta 0:10:20 lr 0.000024 time 0.4232 (0.7360) loss 1332.1626 (1313.8165) grad_norm 226.5045 (217.4021) embed_mse 1331.0925 (1312.7315) mask_bce 0.2420 (0.2433) mask_dice 0.8282 (0.8417) mem 21941MB +[2025-12-25 04:24:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][740/1573] eta 0:10:09 lr 0.000024 time 0.4268 (0.7319) loss 1305.1205 (1314.2496) grad_norm 146.7441 (216.6341) embed_mse 1304.0337 (1313.1647) mask_bce 0.2446 (0.2432) mask_dice 0.8422 (0.8417) mem 21941MB +[2025-12-25 04:24:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][750/1573] eta 0:10:02 lr 0.000024 time 0.4217 (0.7324) loss 1299.1227 (1314.2449) grad_norm 258.5077 (217.0844) embed_mse 1298.0026 (1313.1601) mask_bce 0.2941 (0.2431) mask_dice 0.8261 (0.8417) mem 21941MB +[2025-12-25 04:24:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][760/1573] eta 0:09:54 lr 0.000024 time 0.4287 (0.7311) loss 1293.9189 (1314.2641) grad_norm 180.4232 (216.9878) embed_mse 1292.8243 (1313.1793) mask_bce 0.2656 (0.2432) mask_dice 0.8290 (0.8416) mem 21941MB +[2025-12-25 04:24:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][770/1573] eta 0:09:46 lr 0.000024 time 0.4224 (0.7300) loss 1327.2092 (1314.4279) grad_norm 321.6731 (218.0782) embed_mse 1326.1235 (1313.3430) mask_bce 0.2442 (0.2434) mask_dice 0.8415 (0.8415) mem 21941MB +[2025-12-25 04:25:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][780/1573] eta 0:09:35 lr 0.000024 time 0.4291 (0.7261) loss 1343.2843 (1314.5500) grad_norm 247.1574 (218.3780) embed_mse 1342.2156 (1313.4650) mask_bce 0.2632 (0.2436) mask_dice 0.8055 (0.8414) mem 21941MB +[2025-12-25 04:25:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][790/1573] eta 0:09:28 lr 0.000024 time 0.4319 (0.7266) loss 1345.8478 (1314.6786) grad_norm 249.5124 (218.6957) 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0.8311 (0.8414) mem 21941MB +[2025-12-25 04:25:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][830/1573] eta 0:09:00 lr 0.000024 time 0.4249 (0.7276) loss 1364.3260 (1315.0202) grad_norm 196.2595 (219.3747) embed_mse 1363.2323 (1313.9346) mask_bce 0.2690 (0.2442) mask_dice 0.8249 (0.8414) mem 21941MB +[2025-12-25 04:25:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][840/1573] eta 0:08:58 lr 0.000024 time 8.1650 (0.7340) loss 1344.4988 (1315.1535) grad_norm 190.5858 (218.9541) embed_mse 1343.4220 (1314.0679) mask_bce 0.2332 (0.2442) mask_dice 0.8435 (0.8414) mem 21941MB +[2025-12-25 04:25:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][850/1573] eta 0:08:48 lr 0.000024 time 0.4355 (0.7313) loss 1226.1331 (1314.9706) grad_norm 217.3379 (218.9388) embed_mse 1225.0590 (1313.8849) mask_bce 0.2408 (0.2442) mask_dice 0.8333 (0.8414) mem 21941MB +[2025-12-25 04:26:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][860/1573] eta 0:08:39 lr 0.000024 time 0.4271 (0.7292) loss 1293.1090 (1314.9630) grad_norm 383.4349 (220.4762) embed_mse 1292.0676 (1313.8774) mask_bce 0.1911 (0.2442) mask_dice 0.8502 (0.8415) mem 21941MB +[2025-12-25 04:26:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][870/1573] eta 0:08:31 lr 0.000024 time 0.4568 (0.7275) loss 1234.7446 (1314.8707) grad_norm 309.8114 (221.3033) embed_mse 1233.6997 (1313.7853) mask_bce 0.2075 (0.2440) mask_dice 0.8374 (0.8415) mem 21941MB +[2025-12-25 04:26:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][880/1573] eta 0:08:23 lr 0.000024 time 0.4326 (0.7260) loss 1288.7917 (1314.7241) grad_norm 279.6581 (221.4226) embed_mse 1287.7122 (1313.6387) mask_bce 0.2395 (0.2439) mask_dice 0.8400 (0.8414) mem 21941MB +[2025-12-25 04:26:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO 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loss 1351.7892 (1315.0153) grad_norm 215.8486 (219.8143) embed_mse 1350.7225 (1313.9296) mask_bce 0.2231 (0.2444) mask_dice 0.8436 (0.8413) mem 21941MB +[2025-12-25 04:26:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][930/1573] eta 0:07:53 lr 0.000024 time 0.4301 (0.7357) loss 1303.0229 (1315.1473) grad_norm 186.5101 (219.5272) embed_mse 1301.9476 (1314.0617) mask_bce 0.2536 (0.2444) mask_dice 0.8216 (0.8413) mem 21941MB +[2025-12-25 04:27:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][940/1573] eta 0:07:43 lr 0.000024 time 0.4534 (0.7325) loss 1372.2490 (1315.2320) grad_norm 185.6702 (219.2379) embed_mse 1371.1769 (1314.1458) mask_bce 0.2285 (0.2449) mask_dice 0.8436 (0.8414) mem 21941MB +[2025-12-25 04:27:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][950/1573] eta 0:07:36 lr 0.000024 time 0.4339 (0.7334) loss 1270.1698 (1315.3074) grad_norm 238.9953 (219.4053) embed_mse 1269.0986 (1314.2212) mask_bce 0.2498 (0.2448) mask_dice 0.8212 (0.8413) mem 21941MB +[2025-12-25 04:27:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][960/1573] eta 0:07:30 lr 0.000024 time 0.4637 (0.7354) loss 1337.6475 (1315.3313) grad_norm 240.9921 (219.4501) embed_mse 1336.5624 (1314.2452) mask_bce 0.2452 (0.2448) mask_dice 0.8400 (0.8413) mem 21941MB +[2025-12-25 04:27:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][970/1573] eta 0:07:21 lr 0.000024 time 0.4216 (0.7326) loss 1287.1053 (1315.2832) grad_norm 187.2466 (219.1840) embed_mse 1286.0457 (1314.1972) mask_bce 0.2320 (0.2448) mask_dice 0.8276 (0.8412) mem 21941MB +[2025-12-25 04:27:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][980/1573] eta 0:07:14 lr 0.000024 time 0.4240 (0.7320) loss 1292.8406 (1315.1767) grad_norm 168.9781 (218.7724) embed_mse 1291.7211 (1314.0907) mask_bce 0.2949 (0.2448) mask_dice 0.8246 (0.8413) mem 21941MB +[2025-12-25 04:27:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][990/1573] eta 0:07:07 lr 0.000024 time 0.4259 (0.7330) loss 1302.2484 (1315.0839) grad_norm 214.4841 (218.7376) embed_mse 1301.1351 (1313.9978) mask_bce 0.2843 (0.2449) mask_dice 0.8290 (0.8412) mem 21941MB +[2025-12-25 04:27:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1000/1573] eta 0:06:58 lr 0.000024 time 0.4245 (0.7309) loss 1320.1578 (1314.9456) grad_norm 291.5647 (219.9232) embed_mse 1319.0835 (1313.8596) mask_bce 0.2198 (0.2447) mask_dice 0.8545 (0.8413) mem 21941MB +[2025-12-25 04:27:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1010/1573] eta 0:06:52 lr 0.000024 time 0.4459 (0.7331) loss 1332.3654 (1315.0998) grad_norm 169.1619 (219.5203) embed_mse 1331.2914 (1314.0136) mask_bce 0.2273 (0.2448) mask_dice 0.8467 (0.8414) mem 21941MB +[2025-12-25 04:28:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1020/1573] eta 0:06:46 lr 0.000024 time 0.4388 (0.7354) loss 1321.1768 (1315.1267) grad_norm 187.6839 (219.2696) embed_mse 1320.0190 (1314.0402) mask_bce 0.3134 (0.2452) mask_dice 0.8443 (0.8413) mem 21941MB +[2025-12-25 04:28:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1030/1573] eta 0:06:38 lr 0.000024 time 0.4204 (0.7340) loss 1316.1639 (1315.0469) grad_norm 221.4415 (219.2866) embed_mse 1315.0769 (1313.9603) mask_bce 0.2418 (0.2452) mask_dice 0.8452 (0.8413) mem 21941MB +[2025-12-25 04:28:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1040/1573] eta 0:06:30 lr 0.000024 time 0.4188 (0.7322) loss 1338.1836 (1315.0186) grad_norm 218.0815 (218.9499) embed_mse 1337.1215 (1313.9321) mask_bce 0.2287 (0.2452) mask_dice 0.8335 (0.8413) mem 21941MB +[2025-12-25 04:28:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1050/1573] eta 0:06:22 lr 0.000024 time 0.4227 (0.7313) loss 1280.4854 (1315.0059) grad_norm 238.8196 (219.1016) embed_mse 1279.3660 (1313.9193) mask_bce 0.2925 (0.2453) mask_dice 0.8269 (0.8413) mem 21941MB +[2025-12-25 04:28:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1060/1573] eta 0:06:18 lr 0.000024 time 0.4227 (0.7371) loss 1304.5562 (1315.0392) grad_norm 445.9096 (220.8198) embed_mse 1303.4534 (1313.9527) mask_bce 0.2818 (0.2453) mask_dice 0.8210 (0.8412) mem 21941MB +[2025-12-25 04:28:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1070/1573] eta 0:06:11 lr 0.000024 time 0.4593 (0.7386) loss 1323.6979 (1315.0376) grad_norm 338.7574 (221.7066) embed_mse 1322.5881 (1313.9507) mask_bce 0.2349 (0.2456) mask_dice 0.8749 (0.8412) mem 21941MB +[2025-12-25 04:28:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1080/1573] eta 0:06:03 lr 0.000024 time 0.4585 (0.7368) loss 1303.3163 (1314.7228) grad_norm 260.6608 (222.9919) embed_mse 1302.2269 (1313.6360) mask_bce 0.2621 (0.2456) mask_dice 0.8273 (0.8412) mem 21941MB +[2025-12-25 04:28:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1090/1573] eta 0:05:54 lr 0.000024 time 0.4310 (0.7342) loss 1295.8715 (1314.6426) grad_norm 261.3347 (223.2738) embed_mse 1294.7760 (1313.5558) mask_bce 0.2540 (0.2456) mask_dice 0.8415 (0.8412) mem 21941MB +[2025-12-25 04:28:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1100/1573] eta 0:05:46 lr 0.000024 time 0.4290 (0.7326) loss 1343.9539 (1314.6502) grad_norm 280.3825 (223.6907) embed_mse 1342.8716 (1313.5633) mask_bce 0.2689 (0.2457) mask_dice 0.8134 (0.8412) mem 21941MB +[2025-12-25 04:29:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1110/1573] eta 0:05:38 lr 0.000024 time 0.4408 (0.7303) loss 1359.6808 (1314.9123) grad_norm 221.8901 (223.6777) embed_mse 1358.5802 (1313.8254) mask_bce 0.2659 (0.2457) mask_dice 0.8347 (0.8412) mem 21941MB +[2025-12-25 04:29:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1120/1573] eta 0:05:32 lr 0.000024 time 1.1994 (0.7330) loss 1254.1034 (1314.8338) grad_norm 421.5563 (224.9822) embed_mse 1253.0570 (1313.7470) mask_bce 0.2132 (0.2456) mask_dice 0.8331 (0.8412) mem 21941MB +[2025-12-25 04:29:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1130/1573] eta 0:05:24 lr 0.000024 time 0.4490 (0.7335) loss 1299.9082 (1314.7546) grad_norm 224.9285 (224.9818) embed_mse 1298.8259 (1313.6679) mask_bce 0.2478 (0.2456) mask_dice 0.8344 (0.8412) mem 21941MB +[2025-12-25 04:29:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1140/1573] eta 0:05:18 lr 0.000024 time 0.4286 (0.7348) loss 1326.6711 (1314.9004) grad_norm 411.8196 (226.2976) embed_mse 1325.5953 (1313.8138) mask_bce 0.2300 (0.2455) mask_dice 0.8458 (0.8412) mem 21941MB +[2025-12-25 04:29:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1150/1573] eta 0:05:11 lr 0.000024 time 0.4375 (0.7358) loss 1289.4960 (1314.7624) grad_norm 252.4655 (226.4806) embed_mse 1288.3873 (1313.6758) mask_bce 0.2692 (0.2454) mask_dice 0.8395 (0.8412) mem 21941MB +[2025-12-25 04:29:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1160/1573] eta 0:05:02 lr 0.000023 time 0.7508 (0.7335) loss 1309.3628 (1314.7999) grad_norm 186.7188 (226.0406) embed_mse 1308.2780 (1313.7132) mask_bce 0.2671 (0.2455) mask_dice 0.8178 (0.8412) mem 21941MB +[2025-12-25 04:29:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1170/1573] eta 0:04:56 lr 0.000023 time 0.4767 (0.7351) loss 1406.4692 (1314.8961) grad_norm 197.2469 (225.8434) embed_mse 1405.3440 (1313.8094) mask_bce 0.2958 (0.2456) mask_dice 0.8295 (0.8411) mem 21941MB +[2025-12-25 04:30:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1180/1573] eta 0:04:49 lr 0.000023 time 0.4331 (0.7365) loss 1264.0585 (1314.9511) grad_norm 415.0143 (227.1303) embed_mse 1262.9766 (1313.8645) mask_bce 0.2124 (0.2455) mask_dice 0.8696 (0.8411) mem 21941MB +[2025-12-25 04:30:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1190/1573] eta 0:04:43 lr 0.000023 time 0.4544 (0.7395) loss 1326.5488 (1315.0779) grad_norm 343.2516 (227.9149) embed_mse 1325.4490 (1313.9912) mask_bce 0.2576 (0.2455) mask_dice 0.8423 (0.8411) mem 21941MB +[2025-12-25 04:30:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1200/1573] eta 0:04:36 lr 0.000023 time 0.8868 (0.7401) loss 1302.6313 (1315.0651) grad_norm 353.8343 (228.4556) embed_mse 1301.5319 (1313.9785) mask_bce 0.2579 (0.2455) mask_dice 0.8415 (0.8411) mem 21941MB +[2025-12-25 04:30:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1210/1573] eta 0:04:30 lr 0.000023 time 0.4350 (0.7443) loss 1337.4269 (1315.1551) grad_norm 186.2476 (228.1761) embed_mse 1336.3435 (1314.0686) mask_bce 0.2522 (0.2455) mask_dice 0.8312 (0.8411) mem 21941MB +[2025-12-25 04:30:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1220/1573] eta 0:04:22 lr 0.000023 time 0.4275 (0.7432) loss 1360.6050 (1315.3728) grad_norm 291.1887 (228.5906) embed_mse 1359.5424 (1314.2863) mask_bce 0.2050 (0.2453) mask_dice 0.8575 (0.8412) mem 21941MB +[2025-12-25 04:30:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1230/1573] eta 0:04:14 lr 0.000023 time 0.4353 (0.7426) loss 1366.5339 (1315.2145) grad_norm 243.8038 (228.6901) embed_mse 1365.4441 (1314.1280) mask_bce 0.2248 (0.2453) mask_dice 0.8650 (0.8412) mem 21941MB +[2025-12-25 04:30:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1240/1573] eta 0:04:07 lr 0.000023 time 0.4250 (0.7418) loss 1330.6910 (1315.1702) grad_norm 151.4083 (229.0980) embed_mse 1329.5909 (1314.0837) mask_bce 0.2612 (0.2453) mask_dice 0.8390 (0.8413) mem 21941MB +[2025-12-25 04:30:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1250/1573] eta 0:03:58 lr 0.000023 time 0.4292 (0.7397) loss 1273.5355 (1315.1126) grad_norm 197.4873 (228.8954) embed_mse 1272.4735 (1314.0262) mask_bce 0.2154 (0.2451) mask_dice 0.8467 (0.8413) mem 21941MB +[2025-12-25 04:31:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1260/1573] eta 0:03:51 lr 0.000023 time 0.4276 (0.7404) loss 1299.9473 (1315.0728) grad_norm 316.4591 (229.4531) embed_mse 1298.8541 (1313.9863) mask_bce 0.2367 (0.2452) mask_dice 0.8565 (0.8413) mem 21941MB +[2025-12-25 04:31:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1270/1573] eta 0:03:44 lr 0.000023 time 0.4324 (0.7424) loss 1311.7373 (1314.9618) grad_norm 201.1982 (229.2743) embed_mse 1310.6289 (1313.8755) mask_bce 0.2785 (0.2451) mask_dice 0.8299 (0.8412) mem 21941MB +[2025-12-25 04:31:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1280/1573] eta 0:03:37 lr 0.000023 time 0.4305 (0.7413) loss 1300.9774 (1314.8433) grad_norm 196.3027 (228.7800) embed_mse 1299.8500 (1313.7568) mask_bce 0.2636 (0.2452) mask_dice 0.8639 (0.8413) mem 21941MB +[2025-12-25 04:31:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1290/1573] eta 0:03:29 lr 0.000023 time 0.4244 (0.7410) loss 1318.0160 (1314.6796) grad_norm 248.5356 (228.9027) embed_mse 1316.9656 (1313.5932) mask_bce 0.2161 (0.2451) mask_dice 0.8342 (0.8413) mem 21941MB +[2025-12-25 04:31:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1300/1573] eta 0:03:24 lr 0.000023 time 0.4824 (0.7485) loss 1341.0804 (1314.7633) grad_norm 354.4366 (229.6776) embed_mse 1339.9768 (1313.6769) mask_bce 0.2530 (0.2451) mask_dice 0.8506 (0.8413) mem 21941MB +[2025-12-25 04:31:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1310/1573] eta 0:03:17 lr 0.000023 time 0.4619 (0.7492) loss 1281.5288 (1314.6437) grad_norm 239.4080 (229.7372) embed_mse 1280.4257 (1313.5572) mask_bce 0.2660 (0.2451) mask_dice 0.8371 (0.8414) mem 21941MB +[2025-12-25 04:32:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1320/1573] eta 0:03:11 lr 0.000023 time 0.4282 (0.7562) loss 1269.3256 (1314.5344) grad_norm 243.3328 (229.4538) embed_mse 1268.2472 (1313.4481) mask_bce 0.2632 (0.2450) mask_dice 0.8152 (0.8413) mem 21941MB +[2025-12-25 04:32:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1330/1573] eta 0:03:03 lr 0.000023 time 0.4250 (0.7551) loss 1283.1074 (1314.4801) grad_norm 166.4857 (229.0744) embed_mse 1281.9525 (1313.3937) mask_bce 0.3074 (0.2451) mask_dice 0.8475 (0.8413) mem 21941MB +[2025-12-25 04:32:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1340/1573] eta 0:02:55 lr 0.000023 time 0.4329 (0.7550) loss 1327.4254 (1314.6070) grad_norm 225.9389 (229.0556) embed_mse 1326.3330 (1313.5205) mask_bce 0.2372 (0.2451) mask_dice 0.8552 (0.8414) mem 21941MB +[2025-12-25 04:32:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1350/1573] eta 0:02:48 lr 0.000023 time 0.4416 (0.7535) loss 1320.8905 (1314.7718) grad_norm 358.7647 (229.8277) embed_mse 1319.8203 (1313.6853) mask_bce 0.2241 (0.2451) mask_dice 0.8460 (0.8414) mem 21941MB +[2025-12-25 04:32:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1360/1573] eta 0:02:41 lr 0.000023 time 1.1711 (0.7565) loss 1260.8347 (1314.7701) grad_norm 370.6118 (230.7296) embed_mse 1259.7739 (1313.6837) mask_bce 0.1911 (0.2449) mask_dice 0.8697 (0.8414) mem 21941MB +[2025-12-25 04:32:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1370/1573] eta 0:02:33 lr 0.000023 time 0.4248 (0.7575) loss 1323.8436 (1314.6616) grad_norm 197.5081 (230.5353) embed_mse 1322.7709 (1313.5752) mask_bce 0.2201 (0.2450) mask_dice 0.8527 (0.8414) mem 21941MB +[2025-12-25 04:33:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1380/1573] eta 0:02:26 lr 0.000023 time 0.4416 (0.7592) loss 1276.3987 (1314.5881) grad_norm 159.3883 (230.1216) embed_mse 1275.3112 (1313.5018) mask_bce 0.2450 (0.2449) mask_dice 0.8425 (0.8414) mem 21941MB +[2025-12-25 04:33:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1390/1573] eta 0:02:18 lr 0.000023 time 0.4357 (0.7569) loss 1332.9900 (1314.5661) grad_norm 239.2950 (230.1747) embed_mse 1331.8881 (1313.4798) mask_bce 0.2506 (0.2449) mask_dice 0.8514 (0.8414) mem 21941MB +[2025-12-25 04:33:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1400/1573] eta 0:02:11 lr 0.000023 time 0.4573 (0.7589) loss 1314.0587 (1314.5538) grad_norm 235.9080 (229.8186) embed_mse 1313.0032 (1313.4675) mask_bce 0.1764 (0.2449) mask_dice 0.8792 (0.8414) mem 21941MB +[2025-12-25 04:33:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1410/1573] eta 0:02:03 lr 0.000023 time 0.4314 (0.7566) loss 1287.6581 (1314.4392) grad_norm 265.1191 (230.0191) embed_mse 1286.5679 (1313.3529) mask_bce 0.2286 (0.2450) mask_dice 0.8616 (0.8414) mem 21941MB +[2025-12-25 04:33:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1420/1573] eta 0:01:55 lr 0.000023 time 0.4273 (0.7572) loss 1257.5420 (1314.3994) grad_norm 181.6413 (229.7458) embed_mse 1256.4741 (1313.3131) mask_bce 0.2355 (0.2449) mask_dice 0.8324 (0.8414) mem 21941MB +[2025-12-25 04:33:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1430/1573] eta 0:01:48 lr 0.000023 time 0.4297 (0.7584) loss 1279.4810 (1314.2494) grad_norm 210.7114 (229.6389) embed_mse 1278.3549 (1313.1631) mask_bce 0.2908 (0.2450) mask_dice 0.8354 (0.8414) mem 21941MB +[2025-12-25 04:33:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1440/1573] eta 0:01:41 lr 0.000023 time 8.5894 (0.7645) loss 1333.0483 (1314.2099) grad_norm 207.3261 (229.5151) embed_mse 1331.9832 (1313.1235) mask_bce 0.2311 (0.2450) mask_dice 0.8341 (0.8414) mem 21941MB +[2025-12-25 04:34:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1450/1573] eta 0:01:33 lr 0.000023 time 0.4304 (0.7634) loss 1313.4548 (1314.1950) grad_norm 205.5343 (229.3826) embed_mse 1312.3695 (1313.1086) mask_bce 0.2323 (0.2450) mask_dice 0.8530 (0.8414) mem 21941MB +[2025-12-25 04:34:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1460/1573] eta 0:01:26 lr 0.000023 time 0.4290 (0.7637) loss 1272.7922 (1314.2211) grad_norm 179.7421 (229.1098) embed_mse 1271.7212 (1313.1347) mask_bce 0.2346 (0.2450) mask_dice 0.8364 (0.8414) mem 21941MB +[2025-12-25 04:34:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1470/1573] eta 0:01:18 lr 0.000023 time 0.4320 (0.7635) loss 1280.6282 (1314.1816) grad_norm 231.2784 (229.1217) embed_mse 1279.5341 (1313.0952) mask_bce 0.2632 (0.2451) mask_dice 0.8308 (0.8414) mem 21941MB +[2025-12-25 04:34:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1480/1573] eta 0:01:11 lr 0.000023 time 0.4489 (0.7636) loss 1258.3235 (1314.2087) grad_norm 219.8775 (229.1183) embed_mse 1257.2695 (1313.1224) mask_bce 0.2051 (0.2449) mask_dice 0.8488 (0.8414) mem 21941MB +[2025-12-25 04:34:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1490/1573] eta 0:01:03 lr 0.000023 time 0.4374 (0.7645) loss 1296.3383 (1314.1754) grad_norm 299.6126 (229.4974) embed_mse 1295.2771 (1313.0891) mask_bce 0.2117 (0.2450) mask_dice 0.8494 (0.8413) mem 21941MB +[2025-12-25 04:34:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1500/1573] eta 0:00:55 lr 0.000023 time 0.4237 (0.7624) loss 1285.0708 (1314.0812) grad_norm 203.0793 (229.3561) embed_mse 1283.9749 (1312.9949) mask_bce 0.2436 (0.2450) mask_dice 0.8523 (0.8413) mem 21941MB +[2025-12-25 04:34:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1510/1573] eta 0:00:48 lr 0.000023 time 2.6168 (0.7624) loss 1305.9026 (1314.1247) grad_norm 199.9386 (229.1996) embed_mse 1304.8551 (1313.0383) mask_bce 0.1922 (0.2451) mask_dice 0.8552 (0.8413) mem 21941MB +[2025-12-25 04:34:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1520/1573] eta 0:00:40 lr 0.000023 time 3.5544 (0.7647) loss 1296.2410 (1314.1655) grad_norm 141.7113 (229.1153) embed_mse 1295.1421 (1313.0791) mask_bce 0.2768 (0.2451) mask_dice 0.8220 (0.8412) mem 21941MB +[2025-12-25 04:35:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1530/1573] eta 0:00:32 lr 0.000023 time 0.4846 (0.7626) loss 1320.8407 (1314.1059) grad_norm 210.1717 (229.0161) embed_mse 1319.7448 (1313.0195) mask_bce 0.2733 (0.2452) mask_dice 0.8226 (0.8412) mem 21941MB +[2025-12-25 04:35:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1540/1573] eta 0:00:25 lr 0.000023 time 0.4320 (0.7614) loss 1301.9763 (1314.0847) grad_norm 222.9019 (228.9843) embed_mse 1300.8668 (1312.9983) mask_bce 0.2681 (0.2452) mask_dice 0.8414 (0.8412) mem 21941MB +[2025-12-25 04:35:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1550/1573] eta 0:00:17 lr 0.000023 time 0.4397 (0.7663) loss 1290.9419 (1313.9941) grad_norm 164.0657 (228.6479) embed_mse 1289.8680 (1312.9077) mask_bce 0.2239 (0.2452) mask_dice 0.8500 (0.8412) mem 21941MB +[2025-12-25 04:35:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1560/1573] eta 0:00:09 lr 0.000023 time 0.4985 (0.7643) loss 1306.5121 (1314.0113) grad_norm 391.4046 (229.1043) embed_mse 1305.4187 (1312.9249) mask_bce 0.2565 (0.2452) mask_dice 0.8370 (0.8412) mem 21941MB +[2025-12-25 04:35:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [15/30][1570/1573] eta 0:00:02 lr 0.000023 time 0.4370 (0.7639) loss 1334.6497 (1313.9246) grad_norm 215.3205 (229.0339) embed_mse 1333.5844 (1312.8383) mask_bce 0.2162 (0.2451) mask_dice 0.8491 (0.8412) mem 21941MB +[2025-12-25 04:35:34 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 15 training takes 0:20:01 +[2025-12-25 04:35:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][0/1573] eta 1:53:48 lr 0.000023 time 4.3408 (4.3408) loss 1300.4830 (1300.4830) grad_norm 0.0000 (0.0000) embed_mse 1299.3983 (1299.3983) mask_bce 0.2443 (0.2443) mask_dice 0.8405 (0.8405) mem 21941MB +[2025-12-25 04:35:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][10/1573] eta 0:27:44 lr 0.000023 time 0.4426 (1.0648) loss 1305.7422 (1333.6505) grad_norm 350.5327 (350.5327) embed_mse 1304.6812 (1332.5513) mask_bce 0.2164 (0.2590) mask_dice 0.8448 (0.8402) mem 21941MB +[2025-12-25 04:35:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][20/1573] eta 0:28:10 lr 0.000023 time 0.4425 (1.0885) loss 1298.1921 (1330.9104) grad_norm 214.6832 (282.6079) embed_mse 1297.1005 (1329.8187) mask_bce 0.2555 (0.2517) mask_dice 0.8362 (0.8400) mem 21941MB +[2025-12-25 04:36:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][30/1573] eta 0:25:00 lr 0.000023 time 0.4374 (0.9725) loss 1316.3566 (1327.1701) grad_norm 184.9369 (250.0509) embed_mse 1315.2180 (1326.0807) mask_bce 0.2803 (0.2474) mask_dice 0.8582 (0.8421) mem 21941MB +[2025-12-25 04:36:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][40/1573] eta 0:21:32 lr 0.000023 time 0.4387 (0.8434) loss 1353.1305 (1326.8599) grad_norm 239.3494 (243.0483) embed_mse 1352.0620 (1325.7668) mask_bce 0.2152 (0.2500) mask_dice 0.8532 (0.8431) mem 21941MB +[2025-12-25 04:36:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][50/1573] eta 0:20:58 lr 0.000023 time 1.2726 (0.8265) loss 1292.0381 (1325.7337) grad_norm 189.4988 (234.1234) embed_mse 1290.9642 (1324.6389) mask_bce 0.2307 (0.2514) mask_dice 0.8432 (0.8434) mem 21941MB +[2025-12-25 04:36:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][60/1573] eta 0:19:37 lr 0.000023 time 0.4585 (0.7780) loss 1296.7637 (1322.5167) grad_norm 248.6834 (236.2034) embed_mse 1295.6599 (1321.4219) mask_bce 0.2375 (0.2518) mask_dice 0.8662 (0.8430) mem 21941MB +[2025-12-25 04:36:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][70/1573] eta 0:18:54 lr 0.000023 time 1.9886 (0.7549) loss 1270.3329 (1320.7251) grad_norm 193.0552 (230.8099) embed_mse 1269.2413 (1319.6323) mask_bce 0.2556 (0.2497) mask_dice 0.8360 (0.8430) mem 21941MB +[2025-12-25 04:36:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][80/1573] eta 0:19:27 lr 0.000023 time 4.3170 (0.7819) loss 1326.5496 (1320.6628) grad_norm 157.4370 (224.6371) embed_mse 1325.4573 (1319.5713) mask_bce 0.2656 (0.2494) mask_dice 0.8266 (0.8422) mem 21941MB +[2025-12-25 04:36:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][90/1573] eta 0:18:37 lr 0.000023 time 0.4274 (0.7538) loss 1245.6641 (1319.4422) grad_norm 192.9095 (221.7528) embed_mse 1244.5854 (1318.3502) mask_bce 0.2399 (0.2498) mask_dice 0.8388 (0.8422) mem 21941MB +[2025-12-25 04:36:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][100/1573] eta 0:18:25 lr 0.000023 time 0.4301 (0.7508) loss 1381.6332 (1319.6687) grad_norm 275.6994 (226.2484) embed_mse 1380.5037 (1318.5744) mask_bce 0.3056 (0.2527) mask_dice 0.8239 (0.8416) mem 21941MB +[2025-12-25 04:36:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][110/1573] eta 0:18:06 lr 0.000023 time 0.4525 (0.7430) loss 1330.0535 (1317.5856) grad_norm 188.7347 (223.3627) embed_mse 1328.9502 (1316.4904) mask_bce 0.2861 (0.2546) mask_dice 0.8171 (0.8407) mem 21941MB +[2025-12-25 04:37:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][120/1573] eta 0:17:59 lr 0.000023 time 0.4513 (0.7431) loss 1373.3383 (1318.3490) grad_norm 306.3655 (226.0023) embed_mse 1372.2446 (1317.2539) mask_bce 0.2480 (0.2544) mask_dice 0.8456 (0.8407) mem 21941MB +[2025-12-25 04:37:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][130/1573] eta 0:17:29 lr 0.000023 time 0.5015 (0.7271) loss 1284.3660 (1316.8918) grad_norm 288.6221 (229.9161) embed_mse 1283.2875 (1315.7978) mask_bce 0.2409 (0.2532) mask_dice 0.8376 (0.8407) mem 21941MB +[2025-12-25 04:37:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][140/1573] eta 0:17:17 lr 0.000023 time 0.4458 (0.7242) loss 1259.0361 (1316.3131) grad_norm 166.8101 (226.2040) embed_mse 1257.9769 (1315.2208) mask_bce 0.2371 (0.2514) mask_dice 0.8221 (0.8408) mem 21941MB +[2025-12-25 04:37:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][150/1573] eta 0:16:47 lr 0.000023 time 0.4339 (0.7084) loss 1308.2986 (1314.8987) grad_norm 179.8982 (223.6314) embed_mse 1307.2394 (1313.8077) mask_bce 0.2199 (0.2498) mask_dice 0.8394 (0.8412) mem 21941MB +[2025-12-25 04:37:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][160/1573] eta 0:17:20 lr 0.000023 time 0.4440 (0.7363) loss 1273.9530 (1314.8687) grad_norm 160.3996 (220.0010) embed_mse 1272.8643 (1313.7781) mask_bce 0.2546 (0.2495) mask_dice 0.8342 (0.8411) mem 21941MB +[2025-12-25 04:37:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][170/1573] eta 0:18:12 lr 0.000023 time 0.4427 (0.7787) loss 1384.4088 (1315.1607) grad_norm 235.7636 (220.7516) embed_mse 1383.3018 (1314.0693) mask_bce 0.2617 (0.2502) mask_dice 0.8454 (0.8412) mem 21941MB +[2025-12-25 04:37:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][180/1573] eta 0:18:26 lr 0.000023 time 0.4359 (0.7940) loss 1321.3248 (1315.4221) grad_norm 320.3880 (225.2806) embed_mse 1320.2358 (1314.3313) mask_bce 0.2482 (0.2495) mask_dice 0.8409 (0.8413) mem 21941MB +[2025-12-25 04:38:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][190/1573] eta 0:17:51 lr 0.000023 time 0.4236 (0.7749) loss 1292.2200 (1315.9533) grad_norm 278.1444 (227.5790) embed_mse 1291.1294 (1314.8631) mask_bce 0.2410 (0.2490) mask_dice 0.8496 (0.8412) mem 21941MB +[2025-12-25 04:38:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][200/1573] eta 0:17:20 lr 0.000022 time 0.4268 (0.7579) loss 1194.7546 (1315.3466) grad_norm 219.3701 (224.1767) embed_mse 1193.6926 (1314.2567) mask_bce 0.1972 (0.2487) mask_dice 0.8649 (0.8412) mem 21941MB +[2025-12-25 04:38:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][210/1573] eta 0:17:38 lr 0.000022 time 0.4320 (0.7769) loss 1297.5756 (1315.1237) grad_norm 171.0520 (222.1334) embed_mse 1296.4697 (1314.0336) mask_bce 0.2722 (0.2491) mask_dice 0.8336 (0.8409) mem 21941MB +[2025-12-25 04:38:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][220/1573] eta 0:17:10 lr 0.000022 time 0.4361 (0.7616) loss 1334.0941 (1314.7555) grad_norm 212.0049 (221.7583) embed_mse 1333.0377 (1313.6659) mask_bce 0.2192 (0.2489) mask_dice 0.8372 (0.8407) mem 21941MB +[2025-12-25 04:38:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][230/1573] eta 0:17:14 lr 0.000022 time 0.4346 (0.7700) loss 1359.0485 (1314.5372) grad_norm 284.3218 (223.9927) embed_mse 1357.9519 (1313.4477) mask_bce 0.2615 (0.2489) mask_dice 0.8351 (0.8405) mem 21941MB +[2025-12-25 04:38:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][240/1573] eta 0:17:13 lr 0.000022 time 0.4267 (0.7749) loss 1286.5529 (1314.6307) grad_norm 203.7521 (220.9857) embed_mse 1285.4670 (1313.5416) mask_bce 0.2245 (0.2486) mask_dice 0.8614 (0.8405) mem 21941MB +[2025-12-25 04:38:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][250/1573] eta 0:16:51 lr 0.000022 time 0.4509 (0.7646) loss 1318.1708 (1313.9999) grad_norm 307.9164 (223.7899) embed_mse 1317.0979 (1312.9111) mask_bce 0.2394 (0.2485) mask_dice 0.8335 (0.8403) mem 21941MB +[2025-12-25 04:38:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][260/1573] eta 0:16:33 lr 0.000022 time 0.4436 (0.7569) loss 1289.3638 (1313.2584) grad_norm 203.6291 (223.1599) embed_mse 1288.3159 (1312.1699) mask_bce 0.1874 (0.2482) mask_dice 0.8604 (0.8403) mem 21941MB +[2025-12-25 04:38:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][270/1573] eta 0:16:12 lr 0.000022 time 0.4263 (0.7461) loss 1338.8563 (1312.5908) grad_norm 189.8583 (222.1507) embed_mse 1337.7968 (1311.5026) mask_bce 0.2186 (0.2474) mask_dice 0.8409 (0.8408) mem 21941MB +[2025-12-25 04:39:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][280/1573] eta 0:15:55 lr 0.000022 time 0.5085 (0.7392) loss 1272.7097 (1312.5185) grad_norm 189.2729 (221.4171) embed_mse 1271.6184 (1311.4308) mask_bce 0.2535 (0.2470) mask_dice 0.8377 (0.8408) mem 21941MB +[2025-12-25 04:39:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][290/1573] eta 0:15:56 lr 0.000022 time 1.3973 (0.7454) loss 1322.4015 (1312.4177) grad_norm 169.5676 (219.9768) embed_mse 1321.3048 (1311.3301) mask_bce 0.2439 (0.2468) mask_dice 0.8528 (0.8409) mem 21941MB +[2025-12-25 04:39:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][300/1573] eta 0:15:38 lr 0.000022 time 0.4236 (0.7371) loss 1319.8242 (1312.4499) grad_norm 216.3864 (219.8798) embed_mse 1318.7351 (1311.3618) mask_bce 0.2506 (0.2470) mask_dice 0.8385 (0.8410) mem 21941MB +[2025-12-25 04:39:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][310/1573] eta 0:15:28 lr 0.000022 time 0.9522 (0.7354) loss 1307.4866 (1312.5283) grad_norm 204.1184 (219.4650) embed_mse 1306.4059 (1311.4405) mask_bce 0.2457 (0.2468) mask_dice 0.8350 (0.8410) mem 21941MB +[2025-12-25 04:39:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][320/1573] eta 0:15:22 lr 0.000022 time 1.3076 (0.7363) loss 1333.7590 (1312.2991) grad_norm 256.6871 (229.6608) embed_mse 1332.7019 (1311.2116) mask_bce 0.2124 (0.2464) mask_dice 0.8448 (0.8412) mem 21941MB +[2025-12-25 04:39:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][330/1573] eta 0:15:05 lr 0.000022 time 0.7746 (0.7283) loss 1247.5719 (1312.1560) grad_norm 152.0601 (227.7681) embed_mse 1246.4711 (1311.0688) mask_bce 0.2951 (0.2461) mask_dice 0.8056 (0.8411) mem 21941MB +[2025-12-25 04:39:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][340/1573] eta 0:15:04 lr 0.000022 time 0.4265 (0.7337) loss 1380.3451 (1312.0968) grad_norm 182.8293 (226.6982) embed_mse 1379.1971 (1311.0099) mask_bce 0.2976 (0.2458) mask_dice 0.8503 (0.8411) mem 21941MB +[2025-12-25 04:39:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][350/1573] eta 0:14:47 lr 0.000022 time 0.4284 (0.7257) loss 1315.7095 (1311.8217) grad_norm 187.0457 (225.7760) embed_mse 1314.6602 (1310.7350) mask_bce 0.1756 (0.2457) mask_dice 0.8738 (0.8410) mem 21941MB +[2025-12-25 04:39:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][360/1573] eta 0:14:43 lr 0.000022 time 0.4401 (0.7284) loss 1358.8816 (1311.7214) grad_norm 200.4295 (224.3686) embed_mse 1357.8055 (1310.6345) mask_bce 0.2299 (0.2459) mask_dice 0.8462 (0.8410) mem 21941MB +[2025-12-25 04:40:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][370/1573] eta 0:14:29 lr 0.000022 time 0.4272 (0.7229) loss 1328.8301 (1311.5392) grad_norm 278.7817 (225.5514) embed_mse 1327.7638 (1310.4524) mask_bce 0.2126 (0.2457) mask_dice 0.8538 (0.8411) mem 21941MB +[2025-12-25 04:40:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][380/1573] eta 0:14:20 lr 0.000022 time 0.4253 (0.7213) loss 1350.3638 (1311.9668) grad_norm 161.2969 (224.1843) embed_mse 1349.2905 (1310.8799) mask_bce 0.2376 (0.2459) mask_dice 0.8357 (0.8410) mem 21941MB +[2025-12-25 04:40:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][390/1573] eta 0:14:17 lr 0.000022 time 0.4378 (0.7251) loss 1306.6915 (1312.0750) grad_norm 159.4672 (222.8360) embed_mse 1305.5895 (1310.9880) mask_bce 0.2812 (0.2462) mask_dice 0.8210 (0.8408) mem 21941MB +[2025-12-25 04:40:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][400/1573] eta 0:14:04 lr 0.000022 time 0.4282 (0.7198) loss 1280.1305 (1311.8544) grad_norm 233.8414 (221.8563) embed_mse 1279.0229 (1310.7674) mask_bce 0.2712 (0.2464) mask_dice 0.8363 (0.8407) mem 21941MB +[2025-12-25 04:40:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][410/1573] eta 0:13:54 lr 0.000022 time 0.4519 (0.7176) loss 1302.6285 (1311.9003) grad_norm 164.4414 (220.7306) embed_mse 1301.5497 (1310.8133) mask_bce 0.2251 (0.2463) mask_dice 0.8538 (0.8407) mem 21941MB +[2025-12-25 04:40:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][420/1573] eta 0:13:48 lr 0.000022 time 0.4329 (0.7187) loss 1359.1339 (1311.7671) grad_norm 165.2633 (219.6639) embed_mse 1358.0566 (1310.6801) mask_bce 0.2277 (0.2465) mask_dice 0.8495 (0.8405) mem 21941MB +[2025-12-25 04:40:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][430/1573] eta 0:13:33 lr 0.000022 time 0.4298 (0.7121) loss 1246.3131 (1311.7960) grad_norm 155.8293 (218.4594) embed_mse 1245.2432 (1310.7089) mask_bce 0.2293 (0.2466) mask_dice 0.8406 (0.8405) mem 21941MB +[2025-12-25 04:40:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][440/1573] eta 0:13:19 lr 0.000022 time 0.4244 (0.7057) loss 1333.0688 (1311.6615) grad_norm 170.5310 (216.6174) embed_mse 1332.0050 (1310.5744) mask_bce 0.2379 (0.2466) mask_dice 0.8259 (0.8405) mem 21941MB +[2025-12-25 04:40:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][450/1573] eta 0:13:09 lr 0.000022 time 0.4327 (0.7030) loss 1302.5908 (1311.7007) grad_norm 170.8671 (215.8004) embed_mse 1301.5167 (1310.6138) mask_bce 0.2276 (0.2464) mask_dice 0.8464 (0.8406) mem 21941MB +[2025-12-25 04:40:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][460/1573] eta 0:12:55 lr 0.000022 time 0.4321 (0.6971) loss 1355.2965 (1312.0394) grad_norm 179.9897 (215.1722) embed_mse 1354.2178 (1310.9521) mask_bce 0.2305 (0.2467) mask_dice 0.8482 (0.8405) mem 21941MB +[2025-12-25 04:41:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][470/1573] eta 0:12:42 lr 0.000022 time 0.4203 (0.6914) loss 1364.9336 (1312.3547) grad_norm 194.7303 (214.8197) embed_mse 1363.8661 (1311.2675) mask_bce 0.2201 (0.2466) mask_dice 0.8474 (0.8406) mem 21941MB +[2025-12-25 04:41:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][480/1573] eta 0:12:37 lr 0.000022 time 0.4685 (0.6929) loss 1311.3628 (1312.2791) grad_norm 168.3012 (215.5345) embed_mse 1310.3032 (1311.1922) mask_bce 0.2099 (0.2462) mask_dice 0.8496 (0.8407) mem 21941MB +[2025-12-25 04:41:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][490/1573] eta 0:12:24 lr 0.000022 time 0.4257 (0.6877) loss 1285.3401 (1312.0475) grad_norm 207.9437 (215.4100) embed_mse 1284.2776 (1310.9606) mask_bce 0.2127 (0.2462) mask_dice 0.8498 (0.8406) mem 21941MB +[2025-12-25 04:41:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][500/1573] eta 0:12:26 lr 0.000022 time 0.7506 (0.6956) loss 1272.9865 (1312.1593) grad_norm 191.0294 (215.0168) embed_mse 1271.8994 (1311.0726) mask_bce 0.2703 (0.2461) mask_dice 0.8167 (0.8406) mem 21941MB +[2025-12-25 04:41:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][510/1573] eta 0:12:14 lr 0.000022 time 0.4265 (0.6909) loss 1367.6787 (1312.1846) grad_norm 240.0393 (215.4140) embed_mse 1366.5879 (1311.0981) mask_bce 0.2523 (0.2459) mask_dice 0.8385 (0.8406) mem 21941MB +[2025-12-25 04:41:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][520/1573] eta 0:12:07 lr 0.000022 time 0.4337 (0.6911) loss 1364.3796 (1312.3894) grad_norm 289.4741 (219.8912) embed_mse 1363.3124 (1311.3032) mask_bce 0.2079 (0.2456) mask_dice 0.8594 (0.8407) mem 21941MB +[2025-12-25 04:41:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][530/1573] eta 0:11:58 lr 0.000022 time 0.4201 (0.6892) loss 1350.3826 (1312.4940) grad_norm 465.2331 (223.6085) embed_mse 1349.2983 (1311.4076) mask_bce 0.2305 (0.2456) mask_dice 0.8538 (0.8407) mem 21941MB +[2025-12-25 04:41:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][540/1573] eta 0:11:46 lr 0.000022 time 0.4205 (0.6844) loss 1288.7361 (1312.4559) grad_norm 306.3808 (224.8439) embed_mse 1287.6580 (1311.3698) mask_bce 0.2313 (0.2455) mask_dice 0.8468 (0.8407) mem 21941MB +[2025-12-25 04:41:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][550/1573] eta 0:11:38 lr 0.000022 time 0.4293 (0.6829) loss 1281.9478 (1312.3331) grad_norm 205.4035 (224.5580) embed_mse 1280.8832 (1311.2469) mask_bce 0.2366 (0.2455) mask_dice 0.8280 (0.8407) mem 21941MB +[2025-12-25 04:41:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][560/1573] eta 0:11:27 lr 0.000022 time 0.4243 (0.6784) loss 1277.6888 (1312.3269) grad_norm 149.1494 (222.9385) embed_mse 1276.6204 (1311.2405) mask_bce 0.2208 (0.2457) mask_dice 0.8476 (0.8408) mem 21941MB +[2025-12-25 04:42:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][570/1573] eta 0:11:19 lr 0.000022 time 0.4260 (0.6770) loss 1334.7825 (1312.3254) grad_norm 386.8876 (225.2477) embed_mse 1333.6869 (1311.2391) mask_bce 0.2589 (0.2456) mask_dice 0.8367 (0.8407) mem 21941MB +[2025-12-25 04:42:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][580/1573] eta 0:11:08 lr 0.000022 time 0.4251 (0.6728) loss 1285.7572 (1311.7159) grad_norm 296.0631 (226.2312) embed_mse 1284.6987 (1310.6298) mask_bce 0.1933 (0.2452) mask_dice 0.8652 (0.8409) mem 21941MB +[2025-12-25 04:42:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][590/1573] eta 0:10:57 lr 0.000022 time 0.4212 (0.6687) loss 1280.5326 (1311.8130) grad_norm 208.2422 (225.9848) embed_mse 1279.4695 (1310.7270) mask_bce 0.1855 (0.2450) mask_dice 0.8776 (0.8410) mem 21941MB +[2025-12-25 04:42:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][600/1573] eta 0:10:48 lr 0.000022 time 0.4270 (0.6668) loss 1355.2504 (1311.7285) grad_norm 228.5450 (225.4392) embed_mse 1354.1560 (1310.6424) mask_bce 0.2755 (0.2452) mask_dice 0.8188 (0.8410) mem 21941MB +[2025-12-25 04:42:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][610/1573] eta 0:10:38 lr 0.000022 time 0.4217 (0.6629) loss 1311.3110 (1311.8963) grad_norm 200.0370 (225.1050) embed_mse 1310.2500 (1310.8100) mask_bce 0.1930 (0.2454) mask_dice 0.8680 (0.8409) mem 21941MB +[2025-12-25 04:42:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][620/1573] eta 0:10:30 lr 0.000022 time 1.8247 (0.6614) loss 1304.3540 (1311.9901) grad_norm 284.5106 (225.8765) embed_mse 1303.2543 (1310.9038) mask_bce 0.2689 (0.2452) mask_dice 0.8308 (0.8410) mem 21941MB +[2025-12-25 04:42:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][630/1573] eta 0:10:21 lr 0.000022 time 0.4236 (0.6594) loss 1307.5515 (1311.9345) grad_norm 266.6441 (226.3991) embed_mse 1306.4810 (1310.8478) mask_bce 0.2212 (0.2457) mask_dice 0.8493 (0.8410) mem 21941MB +[2025-12-25 04:42:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][640/1573] eta 0:10:11 lr 0.000022 time 0.4232 (0.6558) loss 1309.5269 (1311.9574) grad_norm 306.5231 (226.4233) embed_mse 1308.4229 (1310.8707) mask_bce 0.2687 (0.2457) mask_dice 0.8353 (0.8410) mem 21941MB +[2025-12-25 04:42:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][650/1573] eta 0:10:04 lr 0.000022 time 0.4196 (0.6545) loss 1301.0096 (1312.1870) grad_norm 192.4448 (226.0038) embed_mse 1299.9412 (1311.1003) mask_bce 0.2016 (0.2459) mask_dice 0.8670 (0.8408) mem 21941MB +[2025-12-25 04:42:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][660/1573] eta 0:09:54 lr 0.000022 time 0.4304 (0.6512) loss 1317.1991 (1312.0268) grad_norm 226.1108 (226.0051) embed_mse 1316.1067 (1310.9401) mask_bce 0.2404 (0.2458) mask_dice 0.8521 (0.8408) mem 21941MB +[2025-12-25 04:42:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][670/1573] eta 0:09:49 lr 0.000022 time 0.4639 (0.6525) loss 1285.3755 (1311.9027) grad_norm 162.7329 (225.2428) embed_mse 1284.2957 (1310.8160) mask_bce 0.2357 (0.2458) mask_dice 0.8442 (0.8408) mem 21941MB +[2025-12-25 04:42:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][680/1573] eta 0:09:40 lr 0.000022 time 0.4234 (0.6497) loss 1273.4939 (1311.7351) grad_norm 197.9766 (224.3394) embed_mse 1272.3728 (1310.6484) mask_bce 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04:43:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][720/1573] eta 0:09:11 lr 0.000022 time 0.4212 (0.6462) loss 1299.7137 (1311.6032) grad_norm 254.3578 (225.2186) embed_mse 1298.6227 (1310.5169) mask_bce 0.2687 (0.2454) mask_dice 0.8223 (0.8410) mem 21941MB +[2025-12-25 04:43:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][730/1573] eta 0:09:08 lr 0.000022 time 3.6739 (0.6504) loss 1316.0201 (1311.6495) grad_norm 157.6509 (224.4761) embed_mse 1314.9540 (1310.5633) mask_bce 0.2300 (0.2452) mask_dice 0.8362 (0.8410) mem 21941MB +[2025-12-25 04:43:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][740/1573] eta 0:09:00 lr 0.000022 time 0.4423 (0.6487) loss 1289.4607 (1311.6791) grad_norm 250.0308 (224.7539) embed_mse 1288.4065 (1310.5931) mask_bce 0.1988 (0.2450) mask_dice 0.8555 (0.8410) mem 21941MB +[2025-12-25 04:43:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][750/1573] eta 0:08:52 lr 0.000022 time 0.4207 (0.6468) loss 1306.3319 (1311.5054) grad_norm 211.1177 (224.6073) embed_mse 1305.2415 (1310.4194) mask_bce 0.2450 (0.2451) mask_dice 0.8454 (0.8409) mem 21941MB +[2025-12-25 04:43:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][760/1573] eta 0:08:46 lr 0.000022 time 0.4204 (0.6481) loss 1273.2765 (1311.5970) grad_norm 235.9239 (223.9974) embed_mse 1272.1653 (1310.5108) mask_bce 0.2759 (0.2453) mask_dice 0.8353 (0.8410) mem 21941MB +[2025-12-25 04:43:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][770/1573] eta 0:08:38 lr 0.000022 time 0.4249 (0.6459) loss 1335.2261 (1311.4692) grad_norm 249.2312 (224.2602) embed_mse 1334.1339 (1310.3831) mask_bce 0.2576 (0.2453) mask_dice 0.8346 (0.8409) mem 21941MB +[2025-12-25 04:43:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][780/1573] eta 0:08:30 lr 0.000022 time 0.4236 (0.6441) loss 1275.0758 (1311.4490) grad_norm 187.1834 (223.8780) embed_mse 1273.9905 (1310.3630) mask_bce 0.2389 (0.2451) mask_dice 0.8465 (0.8409) mem 21941MB +[2025-12-25 04:44:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][790/1573] eta 0:08:23 lr 0.000022 time 2.0083 (0.6434) loss 1287.1173 (1311.5891) grad_norm 284.4825 (224.4964) embed_mse 1286.0209 (1310.5032) mask_bce 0.2371 (0.2449) mask_dice 0.8593 (0.8410) mem 21941MB +[2025-12-25 04:44:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][800/1573] eta 0:08:15 lr 0.000022 time 0.4204 (0.6416) loss 1309.2047 (1311.7588) grad_norm 181.4414 (223.3612) embed_mse 1308.1473 (1310.6730) mask_bce 0.2190 (0.2448) mask_dice 0.8384 (0.8410) mem 21941MB +[2025-12-25 04:44:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][810/1573] eta 0:08:07 lr 0.000022 time 0.4221 (0.6389) loss 1316.7134 (1311.7335) grad_norm 216.8170 (223.2964) embed_mse 1315.6031 (1310.6479) mask_bce 0.2825 (0.2447) mask_dice 0.8278 (0.8410) mem 21941MB +[2025-12-25 04:44:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][820/1573] eta 0:07:59 lr 0.000021 time 0.4220 (0.6362) loss 1341.9521 (1311.9351) grad_norm 325.2889 (224.2963) embed_mse 1340.8951 (1310.8497) mask_bce 0.2033 (0.2443) mask_dice 0.8536 (0.8411) mem 21941MB +[2025-12-25 04:44:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][830/1573] eta 0:07:50 lr 0.000021 time 0.4197 (0.6337) loss 1300.3237 (1312.1433) grad_norm 204.9460 (224.1084) embed_mse 1299.2502 (1311.0580) mask_bce 0.2301 (0.2442) mask_dice 0.8434 (0.8411) mem 21941MB +[2025-12-25 04:44:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][840/1573] eta 0:07:44 lr 0.000021 time 1.6010 (0.6340) loss 1331.5160 (1312.3784) grad_norm 310.4117 (225.0774) embed_mse 1330.4313 (1311.2931) mask_bce 0.2551 (0.2442) mask_dice 0.8297 (0.8411) mem 21941MB +[2025-12-25 04:44:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][850/1573] eta 0:07:36 lr 0.000021 time 0.4215 (0.6315) loss 1335.1080 (1312.4523) grad_norm 249.2570 (225.3055) embed_mse 1334.0344 (1311.3671) mask_bce 0.2164 (0.2441) mask_dice 0.8574 (0.8411) mem 21941MB +[2025-12-25 04:44:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][860/1573] eta 0:07:34 lr 0.000021 time 0.4352 (0.6369) loss 1321.7781 (1312.4305) grad_norm 275.6165 (225.7757) embed_mse 1320.6649 (1311.3451) mask_bce 0.2816 (0.2442) mask_dice 0.8316 (0.8411) mem 21941MB +[2025-12-25 04:44:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][870/1573] eta 0:07:26 lr 0.000021 time 0.4295 (0.6346) loss 1346.9508 (1312.4879) grad_norm 265.6143 (226.1446) embed_mse 1345.8759 (1311.4022) mask_bce 0.2136 (0.2445) mask_dice 0.8613 (0.8411) mem 21941MB +[2025-12-25 04:44:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][880/1573] eta 0:07:18 lr 0.000021 time 0.4292 (0.6324) loss 1235.1050 (1312.6356) grad_norm 239.9531 (227.4138) embed_mse 1234.0011 (1311.5500) mask_bce 0.2572 (0.2444) mask_dice 0.8466 (0.8412) mem 21941MB +[2025-12-25 04:44:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][890/1573] eta 0:07:10 lr 0.000021 time 0.4264 (0.6310) loss 1342.4331 (1312.6238) grad_norm 170.8462 (226.9041) embed_mse 1341.3065 (1311.5382) mask_bce 0.3036 (0.2443) mask_dice 0.8230 (0.8412) mem 21941MB +[2025-12-25 04:45:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][900/1573] eta 0:07:03 lr 0.000021 time 0.4295 (0.6288) loss 1326.5410 (1312.5708) grad_norm 186.0021 (226.5390) embed_mse 1325.4463 (1311.4852) mask_bce 0.2524 (0.2442) mask_dice 0.8424 (0.8413) mem 21941MB +[2025-12-25 04:45:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][910/1573] eta 0:06:56 lr 0.000021 time 0.4224 (0.6284) loss 1360.4369 (1312.8426) grad_norm 246.2973 (226.7138) embed_mse 1359.3445 (1311.7569) mask_bce 0.2525 (0.2444) mask_dice 0.8399 (0.8413) mem 21941MB +[2025-12-25 04:45:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][920/1573] eta 0:06:48 lr 0.000021 time 0.4182 (0.6263) loss 1285.0927 (1312.8403) grad_norm 165.4575 (227.6266) embed_mse 1284.0154 (1311.7545) mask_bce 0.2450 (0.2445) mask_dice 0.8323 (0.8412) mem 21941MB +[2025-12-25 04:45:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][930/1573] eta 0:06:42 lr 0.000021 time 0.4272 (0.6256) loss 1385.4879 (1313.1105) grad_norm 194.8693 (227.3443) embed_mse 1384.4270 (1312.0247) mask_bce 0.2062 (0.2446) mask_dice 0.8548 (0.8412) mem 21941MB +[2025-12-25 04:45:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][940/1573] eta 0:06:34 lr 0.000021 time 0.4228 (0.6238) loss 1298.5649 (1312.9749) grad_norm 185.5088 (226.9867) embed_mse 1297.4852 (1311.8892) mask_bce 0.2293 (0.2445) mask_dice 0.8503 (0.8412) mem 21941MB +[2025-12-25 04:45:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][950/1573] eta 0:06:27 lr 0.000021 time 0.4263 (0.6217) loss 1302.3497 (1313.2057) grad_norm 314.5840 (227.7290) embed_mse 1301.2454 (1312.1201) mask_bce 0.2773 (0.2445) mask_dice 0.8271 (0.8412) mem 21941MB +[2025-12-25 04:45:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][960/1573] eta 0:06:20 lr 0.000021 time 0.4216 (0.6205) loss 1343.9536 (1313.3518) grad_norm 203.3159 (227.3660) embed_mse 1342.8827 (1312.2658) mask_bce 0.2067 (0.2449) mask_dice 0.8642 (0.8411) mem 21941MB +[2025-12-25 04:45:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][970/1573] eta 0:06:14 lr 0.000021 time 0.4182 (0.6218) loss 1278.9156 (1313.4275) grad_norm 196.6906 (227.1125) embed_mse 1277.8275 (1312.3415) mask_bce 0.2465 (0.2449) mask_dice 0.8416 (0.8411) mem 21941MB +[2025-12-25 04:45:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][980/1573] eta 0:06:07 lr 0.000021 time 0.4243 (0.6198) loss 1269.4470 (1313.4899) grad_norm 277.9075 (227.5289) embed_mse 1268.3855 (1312.4039) mask_bce 0.2238 (0.2449) mask_dice 0.8377 (0.8410) mem 21941MB +[2025-12-25 04:45:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][990/1573] eta 0:06:00 lr 0.000021 time 0.4227 (0.6191) loss 1260.7192 (1313.4410) grad_norm 228.1141 (227.5336) embed_mse 1259.6486 (1312.3551) mask_bce 0.2355 (0.2450) mask_dice 0.8353 (0.8410) mem 21941MB +[2025-12-25 04:45:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1000/1573] eta 0:05:53 lr 0.000021 time 0.4184 (0.6171) loss 1306.0726 (1313.5948) grad_norm 190.9435 (227.1175) embed_mse 1305.0168 (1312.5089) mask_bce 0.2074 (0.2449) mask_dice 0.8484 (0.8410) mem 21941MB +[2025-12-25 04:45:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1010/1573] eta 0:05:47 lr 0.000021 time 0.4219 (0.6168) loss 1348.6056 (1313.6881) grad_norm 160.6267 (226.5898) embed_mse 1347.5121 (1312.6020) mask_bce 0.2554 (0.2451) mask_dice 0.8382 (0.8410) mem 21941MB +[2025-12-25 04:46:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1020/1573] eta 0:05:40 lr 0.000021 time 0.4250 (0.6149) loss 1244.9993 (1313.4934) grad_norm 224.1706 (226.5708) embed_mse 1243.9113 (1312.4073) mask_bce 0.2508 (0.2451) mask_dice 0.8373 (0.8410) mem 21941MB +[2025-12-25 04:46:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1030/1573] eta 0:05:32 lr 0.000021 time 0.4214 (0.6131) loss 1303.9817 (1313.4956) grad_norm 305.2152 (227.1852) embed_mse 1302.9132 (1312.4096) mask_bce 0.2138 (0.2451) mask_dice 0.8548 (0.8410) mem 21941MB +[2025-12-25 04:46:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1040/1573] eta 0:05:26 lr 0.000021 time 0.4255 (0.6119) loss 1426.2725 (1313.6972) grad_norm 383.3587 (229.0752) embed_mse 1425.2004 (1312.6111) mask_bce 0.2160 (0.2450) mask_dice 0.8560 (0.8410) mem 21941MB +[2025-12-25 04:46:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1050/1573] eta 0:05:21 lr 0.000021 time 4.3911 (0.6139) loss 1316.2062 (1313.8117) grad_norm 259.0002 (229.3037) embed_mse 1315.1362 (1312.7257) mask_bce 0.1989 (0.2451) mask_dice 0.8711 (0.8410) mem 21941MB +[2025-12-25 04:46:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1060/1573] eta 0:05:14 lr 0.000021 time 0.4218 (0.6121) loss 1326.2100 (1313.8293) grad_norm 191.9119 (229.0204) embed_mse 1325.1442 (1312.7433) mask_bce 0.2217 (0.2451) mask_dice 0.8441 (0.8410) mem 21941MB +[2025-12-25 04:46:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1070/1573] eta 0:05:07 lr 0.000021 time 0.4229 (0.6105) loss 1304.0695 (1313.6744) grad_norm 159.6467 (228.4988) embed_mse 1302.9730 (1312.5883) mask_bce 0.2318 (0.2451) mask_dice 0.8647 (0.8410) mem 21941MB +[2025-12-25 04:46:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1080/1573] eta 0:05:00 lr 0.000021 time 1.5666 (0.6100) loss 1247.5433 (1313.4903) grad_norm 247.1841 (228.7684) embed_mse 1246.4746 (1312.4043) mask_bce 0.2209 (0.2450) mask_dice 0.8478 (0.8410) mem 21941MB +[2025-12-25 04:46:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1090/1573] eta 0:04:53 lr 0.000021 time 0.4199 (0.6084) loss 1313.2145 (1313.3152) grad_norm 302.6581 (229.3117) embed_mse 1312.1305 (1312.2292) mask_bce 0.2516 (0.2450) mask_dice 0.8324 (0.8410) mem 21941MB +[2025-12-25 04:46:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1100/1573] eta 0:04:47 lr 0.000021 time 0.4204 (0.6072) loss 1342.0450 (1313.3716) grad_norm 218.2538 (229.2310) embed_mse 1340.8356 (1312.2854) mask_bce 0.3422 (0.2451) mask_dice 0.8673 (0.8410) mem 21941MB +[2025-12-25 04:46:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1110/1573] eta 0:04:41 lr 0.000021 time 0.4254 (0.6079) loss 1335.2184 (1313.4345) grad_norm 215.4308 (229.1310) embed_mse 1334.1467 (1312.3485) mask_bce 0.2078 (0.2450) mask_dice 0.8639 (0.8411) mem 21941MB +[2025-12-25 04:46:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1120/1573] eta 0:04:36 lr 0.000021 time 0.4186 (0.6095) loss 1261.5319 (1313.4992) grad_norm 235.9152 (228.8723) embed_mse 1260.4536 (1312.4132) mask_bce 0.2296 (0.2449) mask_dice 0.8488 (0.8411) mem 21941MB +[2025-12-25 04:47:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1130/1573] eta 0:04:29 lr 0.000021 time 0.4197 (0.6079) loss 1289.6040 (1313.4554) grad_norm 137.7822 (228.2262) embed_mse 1288.5127 (1312.3693) mask_bce 0.2206 (0.2449) mask_dice 0.8708 (0.8411) mem 21941MB +[2025-12-25 04:47:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1140/1573] eta 0:04:22 lr 0.000021 time 0.4187 (0.6062) loss 1328.7531 (1313.5746) grad_norm inf (inf) embed_mse 1327.6523 (1312.4885) mask_bce 0.2558 (0.2448) mask_dice 0.8449 (0.8412) mem 21941MB +[2025-12-25 04:47:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1150/1573] eta 0:04:16 lr 0.000021 time 0.4202 (0.6065) loss 1234.9209 (1313.4843) grad_norm 227.7025 (inf) embed_mse 1233.8506 (1312.3983) mask_bce 0.2254 (0.2448) mask_dice 0.8449 (0.8412) mem 21941MB +[2025-12-25 04:47:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1160/1573] eta 0:04:10 lr 0.000021 time 0.4233 (0.6066) loss 1250.8452 (1313.4095) grad_norm 154.1492 (inf) embed_mse 1249.7893 (1312.3234) mask_bce 0.1986 (0.2449) mask_dice 0.8573 (0.8412) mem 21941MB +[2025-12-25 04:47:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1170/1573] eta 0:04:05 lr 0.000021 time 4.6523 (0.6086) loss 1287.9150 (1313.5228) grad_norm 253.1466 (inf) embed_mse 1286.8342 (1312.4367) mask_bce 0.2450 (0.2448) mask_dice 0.8358 (0.8412) mem 21941MB +[2025-12-25 04:47:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1180/1573] eta 0:03:58 lr 0.000021 time 0.4186 (0.6070) loss 1341.6979 (1313.7600) grad_norm 282.2902 (inf) embed_mse 1340.5911 (1312.6739) mask_bce 0.2661 (0.2449) mask_dice 0.8406 (0.8412) mem 21941MB +[2025-12-25 04:47:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1190/1573] eta 0:03:51 lr 0.000021 time 0.4200 (0.6055) loss 1295.3777 (1313.6655) grad_norm 177.6405 (inf) embed_mse 1294.3190 (1312.5795) mask_bce 0.2209 (0.2448) mask_dice 0.8378 (0.8412) mem 21941MB +[2025-12-25 04:47:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1200/1573] eta 0:03:45 lr 0.000021 time 0.4231 (0.6040) loss 1284.8424 (1313.6334) grad_norm 278.0451 (inf) embed_mse 1283.7874 (1312.5474) mask_bce 0.1822 (0.2447) mask_dice 0.8728 (0.8413) mem 21941MB +[2025-12-25 04:47:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1210/1573] eta 0:03:40 lr 0.000021 time 2.1965 (0.6065) loss 1266.1647 (1313.7428) grad_norm 160.0167 (inf) embed_mse 1265.0912 (1312.6568) mask_bce 0.2273 (0.2449) mask_dice 0.8462 (0.8412) mem 21941MB +[2025-12-25 04:47:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1220/1573] eta 0:03:33 lr 0.000021 time 0.4197 (0.6050) loss 1385.4158 (1313.7952) grad_norm 445.5579 (inf) embed_mse 1384.3163 (1312.7090) mask_bce 0.2667 (0.2450) mask_dice 0.8328 (0.8411) mem 21941MB +[2025-12-25 04:47:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1230/1573] eta 0:03:27 lr 0.000021 time 0.4235 (0.6037) loss 1283.1512 (1313.6314) grad_norm 202.7156 (inf) embed_mse 1282.0752 (1312.5453) mask_bce 0.2404 (0.2450) mask_dice 0.8357 (0.8411) mem 21941MB +[2025-12-25 04:48:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1240/1573] eta 0:03:20 lr 0.000021 time 0.4361 (0.6034) loss 1308.6605 (1313.6311) grad_norm 257.3784 (inf) embed_mse 1307.5977 (1312.5450) mask_bce 0.2331 (0.2450) mask_dice 0.8297 (0.8411) mem 21941MB +[2025-12-25 04:48:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1250/1573] eta 0:03:14 lr 0.000021 time 0.4188 (0.6022) loss 1308.8669 (1313.8459) grad_norm 266.2286 (inf) embed_mse 1307.7970 (1312.7597) mask_bce 0.2175 (0.2451) mask_dice 0.8525 (0.8411) mem 21941MB +[2025-12-25 04:48:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1260/1573] eta 0:03:08 lr 0.000021 time 0.4226 (0.6025) loss 1265.3690 (1313.7979) grad_norm 298.7722 (inf) embed_mse 1264.3082 (1312.7117) mask_bce 0.2115 (0.2451) mask_dice 0.8492 (0.8411) mem 21941MB +[2025-12-25 04:48:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1270/1573] eta 0:03:02 lr 0.000021 time 0.4176 (0.6014) loss 1300.1266 (1313.8049) grad_norm 255.4229 (inf) embed_mse 1299.0891 (1312.7187) mask_bce 0.1475 (0.2449) mask_dice 0.8898 (0.8412) mem 21941MB +[2025-12-25 04:48:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1280/1573] eta 0:02:55 lr 0.000021 time 0.4201 (0.6000) loss 1342.5514 (1313.9651) grad_norm 200.9610 (inf) embed_mse 1341.4901 (1312.8790) mask_bce 0.2193 (0.2449) mask_dice 0.8421 (0.8412) mem 21941MB +[2025-12-25 04:48:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1290/1573] eta 0:02:50 lr 0.000021 time 3.6626 (0.6013) loss 1296.9730 (1314.0044) grad_norm 183.7716 (inf) embed_mse 1295.7927 (1312.9183) mask_bce 0.3260 (0.2449) mask_dice 0.8542 (0.8412) mem 21941MB +[2025-12-25 04:48:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1300/1573] eta 0:02:43 lr 0.000021 time 0.4178 (0.5999) loss 1306.9041 (1313.9518) grad_norm 340.3734 (inf) embed_mse 1305.8478 (1312.8658) mask_bce 0.1967 (0.2447) mask_dice 0.8595 (0.8413) mem 21941MB +[2025-12-25 04:48:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1310/1573] eta 0:02:37 lr 0.000021 time 0.4205 (0.5986) loss 1308.6885 (1313.9198) grad_norm 185.3917 (inf) embed_mse 1307.5933 (1312.8338) mask_bce 0.2363 (0.2446) mask_dice 0.8588 (0.8414) mem 21941MB +[2025-12-25 04:48:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1320/1573] eta 0:02:31 lr 0.000021 time 0.4229 (0.5981) loss 1280.1514 (1313.9307) grad_norm 176.9009 (inf) embed_mse 1279.0159 (1312.8446) mask_bce 0.3394 (0.2447) mask_dice 0.7961 (0.8414) mem 21941MB +[2025-12-25 04:48:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1330/1573] eta 0:02:25 lr 0.000021 time 0.4253 (0.5985) loss 1288.7483 (1313.9425) grad_norm 197.6997 (inf) embed_mse 1287.6277 (1312.8563) mask_bce 0.2853 (0.2447) mask_dice 0.8353 (0.8414) mem 21941MB +[2025-12-25 04:48:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1340/1573] eta 0:02:19 lr 0.000021 time 0.4204 (0.5972) loss 1309.2699 (1313.8714) grad_norm 244.2451 (inf) embed_mse 1308.2141 (1312.7854) mask_bce 0.2209 (0.2445) mask_dice 0.8349 (0.8415) mem 21941MB +[2025-12-25 04:49:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1350/1573] eta 0:02:13 lr 0.000021 time 0.4517 (0.5968) loss 1293.7679 (1313.8824) grad_norm 366.1917 (inf) embed_mse 1292.6479 (1312.7965) mask_bce 0.2929 (0.2445) mask_dice 0.8271 (0.8415) mem 21941MB +[2025-12-25 04:49:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1360/1573] eta 0:02:07 lr 0.000021 time 0.4413 (0.5966) loss 1378.8083 (1313.8758) grad_norm 167.6524 (inf) embed_mse 1377.7251 (1312.7898) mask_bce 0.2325 (0.2444) mask_dice 0.8507 (0.8415) mem 21941MB +[2025-12-25 04:49:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1370/1573] eta 0:02:01 lr 0.000021 time 0.4198 (0.5970) loss 1308.5435 (1313.8437) grad_norm 233.4847 (inf) embed_mse 1307.3566 (1312.7577) mask_bce 0.3399 (0.2445) mask_dice 0.8470 (0.8415) mem 21941MB +[2025-12-25 04:49:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1380/1573] eta 0:01:55 lr 0.000021 time 0.4379 (0.5976) loss 1333.1588 (1313.6862) grad_norm 192.3763 (inf) embed_mse 1332.0769 (1312.6002) mask_bce 0.2472 (0.2445) mask_dice 0.8347 (0.8415) mem 21941MB +[2025-12-25 04:49:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1390/1573] eta 0:01:49 lr 0.000021 time 0.4213 (0.5978) loss 1368.8594 (1313.6930) grad_norm 279.3016 (inf) embed_mse 1367.7653 (1312.6071) mask_bce 0.2543 (0.2444) mask_dice 0.8397 (0.8415) mem 21941MB +[2025-12-25 04:49:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1400/1573] eta 0:01:43 lr 0.000021 time 0.4215 (0.5977) loss 1311.4512 (1313.7215) grad_norm 215.2208 (inf) embed_mse 1310.3629 (1312.6356) mask_bce 0.2557 (0.2444) mask_dice 0.8326 (0.8415) mem 21941MB +[2025-12-25 04:49:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1410/1573] eta 0:01:37 lr 0.000021 time 0.4220 (0.5965) loss 1302.5659 (1313.8028) grad_norm 174.6465 (inf) embed_mse 1301.4843 (1312.7169) mask_bce 0.2456 (0.2444) mask_dice 0.8360 (0.8415) mem 21941MB +[2025-12-25 04:49:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1420/1573] eta 0:01:31 lr 0.000021 time 0.4192 (0.5956) loss 1297.0576 (1313.7119) grad_norm 179.5142 (inf) embed_mse 1295.9966 (1312.6260) mask_bce 0.2112 (0.2444) mask_dice 0.8498 (0.8415) mem 21941MB +[2025-12-25 04:49:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1430/1573] eta 0:01:25 lr 0.000021 time 0.4238 (0.5960) loss 1285.6685 (1313.5825) grad_norm 234.8712 (inf) embed_mse 1284.5696 (1312.4967) mask_bce 0.2671 (0.2444) mask_dice 0.8318 (0.8414) mem 21941MB +[2025-12-25 04:49:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1440/1573] eta 0:01:19 lr 0.000020 time 0.4279 (0.5949) loss 1341.4349 (1313.6040) grad_norm 207.5701 (inf) embed_mse 1340.2357 (1312.5182) mask_bce 0.3472 (0.2444) mask_dice 0.8520 (0.8415) mem 21941MB +[2025-12-25 04:50:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1450/1573] eta 0:01:13 lr 0.000020 time 0.4206 (0.5974) loss 1356.8629 (1313.5756) grad_norm 171.2189 (inf) embed_mse 1355.7679 (1312.4897) mask_bce 0.2655 (0.2445) mask_dice 0.8294 (0.8414) mem 21941MB +[2025-12-25 04:50:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1460/1573] eta 0:01:07 lr 0.000020 time 0.4241 (0.5986) loss 1331.6061 (1313.5187) grad_norm 199.3208 (inf) embed_mse 1330.5199 (1312.4328) mask_bce 0.2524 (0.2445) mask_dice 0.8338 (0.8414) mem 21941MB +[2025-12-25 04:50:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1470/1573] eta 0:01:01 lr 0.000020 time 0.4197 (0.5974) loss 1367.9966 (1313.5845) grad_norm 362.1199 (inf) embed_mse 1366.8907 (1312.4985) mask_bce 0.2651 (0.2446) mask_dice 0.8407 (0.8414) mem 21941MB +[2025-12-25 04:50:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1480/1573] eta 0:00:55 lr 0.000020 time 0.4228 (0.5966) loss 1317.1444 (1313.5179) grad_norm 211.1968 (inf) embed_mse 1316.0784 (1312.4320) mask_bce 0.2161 (0.2445) mask_dice 0.8500 (0.8414) mem 21941MB +[2025-12-25 04:50:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1490/1573] eta 0:00:49 lr 0.000020 time 0.4254 (0.5986) loss 1326.0743 (1313.4791) grad_norm 202.4627 (inf) embed_mse 1324.9875 (1312.3932) mask_bce 0.2609 (0.2445) mask_dice 0.8259 (0.8414) mem 21941MB +[2025-12-25 04:50:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1500/1573] eta 0:00:43 lr 0.000020 time 0.4159 (0.5974) loss 1355.9353 (1313.4526) grad_norm 202.7568 (inf) embed_mse 1354.8488 (1312.3667) mask_bce 0.2442 (0.2445) mask_dice 0.8423 (0.8414) mem 21941MB +[2025-12-25 04:50:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1510/1573] eta 0:00:37 lr 0.000020 time 0.4354 (0.6002) loss 1260.3268 (1313.3988) grad_norm 164.9981 (inf) embed_mse 1259.2399 (1312.3127) mask_bce 0.2608 (0.2446) mask_dice 0.8262 (0.8414) mem 21941MB +[2025-12-25 04:50:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1520/1573] eta 0:00:31 lr 0.000020 time 0.4186 (0.6001) loss 1336.3090 (1313.4430) grad_norm 162.2603 (inf) embed_mse 1335.2241 (1312.3570) mask_bce 0.2530 (0.2446) mask_dice 0.8319 (0.8414) mem 21941MB +[2025-12-25 04:50:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1530/1573] eta 0:00:25 lr 0.000020 time 0.4199 (0.6027) loss 1266.9465 (1313.6045) grad_norm 388.4707 (inf) embed_mse 1265.8680 (1312.5185) mask_bce 0.2374 (0.2446) mask_dice 0.8410 (0.8414) mem 21941MB +[2025-12-25 04:51:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1540/1573] eta 0:00:19 lr 0.000020 time 0.4204 (0.6016) loss 1270.0981 (1313.6146) grad_norm 227.3069 (inf) embed_mse 1269.0343 (1312.5285) mask_bce 0.1976 (0.2446) mask_dice 0.8662 (0.8414) mem 21941MB +[2025-12-25 04:51:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1550/1573] eta 0:00:13 lr 0.000020 time 0.4205 (0.6020) loss 1247.8575 (1313.5895) grad_norm 166.8324 (inf) embed_mse 1246.8215 (1312.5034) mask_bce 0.2090 (0.2447) mask_dice 0.8271 (0.8414) mem 21941MB +[2025-12-25 04:51:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1560/1573] eta 0:00:07 lr 0.000020 time 0.4173 (0.6009) loss 1296.6836 (1313.5302) grad_norm 391.4296 (inf) embed_mse 1295.6075 (1312.4441) mask_bce 0.2528 (0.2446) mask_dice 0.8233 (0.8414) mem 21941MB +[2025-12-25 04:51:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [16/30][1570/1573] eta 0:00:01 lr 0.000020 time 0.4983 (0.6025) loss 1328.5601 (1313.6456) grad_norm 186.5499 (inf) embed_mse 1327.4768 (1312.5596) mask_bce 0.2379 (0.2446) mask_dice 0.8453 (0.8414) mem 21941MB +[2025-12-25 04:51:25 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 16 training takes 0:15:50 +[2025-12-25 04:51:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][0/1573] eta 1:33:35 lr 0.000020 time 3.5697 (3.5697) loss 1310.7349 (1310.7349) grad_norm 0.0000 (0.0000) embed_mse 1309.6445 (1309.6445) mask_bce 0.2620 (0.2620) mask_dice 0.8283 (0.8283) mem 21941MB +[2025-12-25 04:51:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][10/1573] eta 0:42:24 lr 0.000020 time 0.4261 (1.6281) loss 1309.5598 (1310.9478) grad_norm 571.2930 (571.2930) embed_mse 1308.5015 (1309.8515) mask_bce 0.2200 (0.2600) mask_dice 0.8384 (0.8363) mem 21941MB +[2025-12-25 04:51:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][20/1573] eta 0:29:45 lr 0.000020 time 0.4371 (1.1500) loss 1344.3436 (1322.9766) grad_norm 213.9790 (392.6360) embed_mse 1343.2805 (1321.8866) mask_bce 0.2032 (0.2467) mask_dice 0.8600 (0.8433) mem 21941MB +[2025-12-25 04:51:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][30/1573] eta 0:25:00 lr 0.000020 time 0.4402 (0.9722) loss 1329.9994 (1320.7347) grad_norm 165.1389 (316.8036) embed_mse 1328.9260 (1319.6473) mask_bce 0.2310 (0.2396) mask_dice 0.8423 (0.8479) mem 21941MB +[2025-12-25 04:52:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][40/1573] eta 0:23:59 lr 0.000020 time 0.4265 (0.9387) loss 1324.1360 (1320.4931) grad_norm 333.5611 (290.4666) embed_mse 1323.0659 (1319.4090) mask_bce 0.2243 (0.2377) mask_dice 0.8458 (0.8463) mem 21941MB +[2025-12-25 04:52:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][50/1573] eta 0:22:22 lr 0.000020 time 0.4222 (0.8817) loss 1347.4121 (1320.3650) grad_norm 194.4884 (274.4702) embed_mse 1346.3020 (1319.2799) mask_bce 0.2540 (0.2403) mask_dice 0.8561 (0.8449) mem 21941MB +[2025-12-25 04:52:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][60/1573] eta 0:21:53 lr 0.000020 time 0.4321 (0.8681) loss 1324.1144 (1318.3614) grad_norm 142.5377 (255.6227) embed_mse 1323.0352 (1317.2754) mask_bce 0.2571 (0.2413) mask_dice 0.8221 (0.8447) mem 21941MB +[2025-12-25 04:52:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: 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1349.9504 (1312.4169) grad_norm 214.9952 (252.7618) embed_mse 1348.8636 (1311.3286) mask_bce 0.2492 (0.2449) mask_dice 0.8377 (0.8434) mem 21941MB +[2025-12-25 04:52:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][110/1573] eta 0:18:58 lr 0.000020 time 0.4183 (0.7784) loss 1276.8914 (1313.4234) grad_norm 152.5296 (245.0516) embed_mse 1275.8234 (1312.3366) mask_bce 0.2442 (0.2440) mask_dice 0.8238 (0.8428) mem 21941MB +[2025-12-25 04:53:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][120/1573] eta 0:19:20 lr 0.000020 time 5.8127 (0.7988) loss 1338.0580 (1313.5922) grad_norm 362.5327 (252.0082) embed_mse 1336.9821 (1312.5043) mask_bce 0.2344 (0.2450) mask_dice 0.8416 (0.8429) mem 21941MB +[2025-12-25 04:53:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][130/1573] eta 0:18:35 lr 0.000020 time 0.4229 (0.7733) loss 1373.6239 (1313.4924) grad_norm 284.9104 (254.0646) embed_mse 1372.5203 (1312.4049) mask_bce 0.2666 (0.2452) mask_dice 0.8371 (0.8423) mem 21941MB +[2025-12-25 04:53:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][140/1573] eta 0:17:54 lr 0.000020 time 0.4311 (0.7497) loss 1410.7433 (1314.4516) grad_norm 451.4795 (265.6772) embed_mse 1409.6349 (1313.3643) mask_bce 0.2710 (0.2455) mask_dice 0.8374 (0.8418) mem 21941MB +[2025-12-25 04:53:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][150/1573] eta 0:17:38 lr 0.000020 time 0.4188 (0.7438) loss 1263.6195 (1314.9762) grad_norm 290.3269 (267.0467) embed_mse 1262.5380 (1313.8894) mask_bce 0.2373 (0.2448) mask_dice 0.8443 (0.8419) mem 21941MB +[2025-12-25 04:53:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][160/1573] eta 0:17:25 lr 0.000020 time 0.4163 (0.7401) loss 1312.2205 (1315.5033) grad_norm 301.0558 (269.9779) embed_mse 1311.1373 (1314.4168) mask_bce 0.2720 (0.2447) mask_dice 0.8111 (0.8418) mem 21941MB +[2025-12-25 04:53:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][170/1573] eta 0:17:05 lr 0.000020 time 0.4165 (0.7312) loss 1334.5970 (1314.7242) grad_norm 206.2953 (266.9454) embed_mse 1333.4933 (1313.6376) mask_bce 0.2566 (0.2449) mask_dice 0.8472 (0.8417) mem 21941MB +[2025-12-25 04:53:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][180/1573] eta 0:16:50 lr 0.000020 time 0.4187 (0.7251) loss 1305.5259 (1314.4796) grad_norm 191.8902 (263.5338) embed_mse 1304.4333 (1313.3925) mask_bce 0.2698 (0.2458) mask_dice 0.8228 (0.8414) mem 21941MB +[2025-12-25 04:53:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][190/1573] eta 0:16:35 lr 0.000020 time 0.4164 (0.7200) loss 1301.1591 (1313.4812) grad_norm 192.8750 (260.4617) embed_mse 1300.0343 (1312.3945) mask_bce 0.2598 (0.2449) mask_dice 0.8649 (0.8417) mem 21941MB +[2025-12-25 04:53:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][200/1573] eta 0:16:31 lr 0.000020 time 1.6303 (0.7222) loss 1273.8947 (1313.6758) grad_norm 316.9658 (265.8072) embed_mse 1272.7992 (1312.5891) mask_bce 0.2539 (0.2451) mask_dice 0.8416 (0.8416) mem 21941MB +[2025-12-25 04:54:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][210/1573] eta 0:16:43 lr 0.000020 time 0.4201 (0.7363) loss 1331.6658 (1313.3404) grad_norm 357.9662 (269.3518) embed_mse 1330.5695 (1312.2539) mask_bce 0.2586 (0.2449) mask_dice 0.8378 (0.8415) mem 21941MB +[2025-12-25 04:54:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][220/1573] eta 0:16:36 lr 0.000020 time 0.4209 (0.7362) loss 1321.1940 (1313.0959) grad_norm 164.3382 (265.4624) embed_mse 1320.1115 (1312.0090) mask_bce 0.2440 (0.2458) mask_dice 0.8385 (0.8411) mem 21941MB +[2025-12-25 04:54:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][230/1573] eta 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grad_norm 207.7672 (253.8145) embed_mse 1318.9799 (1311.6620) mask_bce 0.3152 (0.2467) mask_dice 0.8069 (0.8402) mem 21941MB +[2025-12-25 04:54:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][270/1573] eta 0:15:45 lr 0.000020 time 0.4223 (0.7256) loss 1217.7906 (1312.2350) grad_norm 175.0770 (251.4285) embed_mse 1216.7174 (1311.1481) mask_bce 0.2394 (0.2468) mask_dice 0.8338 (0.8401) mem 21941MB +[2025-12-25 04:54:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][280/1573] eta 0:15:34 lr 0.000020 time 0.4309 (0.7228) loss 1326.8065 (1312.5778) grad_norm 243.3580 (249.5912) embed_mse 1325.7318 (1311.4907) mask_bce 0.2258 (0.2471) mask_dice 0.8488 (0.8400) mem 21941MB +[2025-12-25 04:54:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][290/1573] eta 0:15:16 lr 0.000020 time 0.4433 (0.7146) loss 1306.3472 (1312.3678) grad_norm 272.8516 (250.2374) embed_mse 1305.2806 (1311.2809) mask_bce 0.2362 (0.2468) mask_dice 0.8303 (0.8401) mem 21941MB +[2025-12-25 04:54:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][300/1573] eta 0:15:00 lr 0.000020 time 0.4186 (0.7076) loss 1284.3773 (1312.1039) grad_norm 293.2710 (251.4004) embed_mse 1283.3031 (1311.0175) mask_bce 0.2331 (0.2463) mask_dice 0.8412 (0.8401) mem 21941MB +[2025-12-25 04:55:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][310/1573] eta 0:15:07 lr 0.000020 time 0.4250 (0.7186) loss 1334.0920 (1312.0287) grad_norm 159.8430 (248.9910) embed_mse 1333.0389 (1310.9422) mask_bce 0.2083 (0.2467) mask_dice 0.8447 (0.8398) mem 21941MB +[2025-12-25 04:55:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][320/1573] eta 0:15:10 lr 0.000020 time 0.4242 (0.7270) loss 1377.5276 (1312.0136) grad_norm 240.4556 (248.8323) embed_mse 1376.4242 (1310.9266) mask_bce 0.2510 (0.2470) mask_dice 0.8524 (0.8399) mem 21941MB +[2025-12-25 04:55:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][330/1573] eta 0:14:58 lr 0.000020 time 0.4177 (0.7230) loss 1333.7483 (1311.7958) grad_norm 170.8483 (246.9302) embed_mse 1332.6573 (1310.7090) mask_bce 0.2776 (0.2468) mask_dice 0.8134 (0.8400) mem 21941MB +[2025-12-25 04:55:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][340/1573] eta 0:14:40 lr 0.000020 time 0.4214 (0.7142) loss 1403.0953 (1311.6966) grad_norm 226.9003 (246.4533) embed_mse 1401.9937 (1310.6100) mask_bce 0.2734 (0.2469) mask_dice 0.8282 (0.8398) mem 21941MB +[2025-12-25 04:55:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][350/1573] eta 0:14:31 lr 0.000020 time 0.4231 (0.7126) loss 1254.8414 (1311.8993) grad_norm 161.6033 (244.4801) embed_mse 1253.6406 (1310.8124) mask_bce 0.3465 (0.2468) mask_dice 0.8543 (0.8400) mem 21941MB +[2025-12-25 04:55:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][360/1573] eta 0:14:22 lr 0.000020 time 0.4213 (0.7113) loss 1370.4783 (1312.4696) grad_norm 283.7374 (245.0204) embed_mse 1369.3889 (1311.3827) mask_bce 0.2670 (0.2468) mask_dice 0.8223 (0.8401) mem 21941MB +[2025-12-25 04:55:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][370/1573] eta 0:14:09 lr 0.000020 time 0.4191 (0.7065) loss 1348.2999 (1312.5220) grad_norm 247.9048 (245.0831) embed_mse 1347.2401 (1311.4345) mask_bce 0.2274 (0.2473) mask_dice 0.8324 (0.8402) mem 21941MB +[2025-12-25 04:55:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][380/1573] eta 0:14:05 lr 0.000020 time 0.7917 (0.7091) loss 1269.8571 (1312.2648) grad_norm 330.3817 (246.8979) embed_mse 1268.7676 (1311.1773) mask_bce 0.2713 (0.2474) mask_dice 0.8183 (0.8401) mem 21941MB +[2025-12-25 04:56:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][390/1573] eta 0:14:04 lr 0.000020 time 0.4347 (0.7136) loss 1331.5659 (1312.3207) grad_norm 297.2566 (247.9471) embed_mse 1330.4939 (1311.2331) mask_bce 0.2369 (0.2474) mask_dice 0.8352 (0.8402) mem 21941MB +[2025-12-25 04:56:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][400/1573] eta 0:14:06 lr 0.000020 time 0.4214 (0.7215) loss 1251.8348 (1312.2932) grad_norm 188.7447 (245.9061) embed_mse 1250.7114 (1311.2054) mask_bce 0.2981 (0.2479) mask_dice 0.8254 (0.8399) mem 21941MB +[2025-12-25 04:56:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][410/1573] eta 0:14:34 lr 0.000020 time 0.4216 (0.7519) loss 1337.1964 (1312.6691) grad_norm 291.9208 (246.8083) embed_mse 1336.1018 (1311.5815) mask_bce 0.2341 (0.2474) mask_dice 0.8605 (0.8402) mem 21941MB +[2025-12-25 04:56:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][420/1573] eta 0:14:18 lr 0.000020 time 0.4212 (0.7449) loss 1323.6539 (1313.2468) grad_norm 160.0983 (245.1408) embed_mse 1322.5723 (1312.1592) mask_bce 0.2623 (0.2476) mask_dice 0.8195 (0.8401) mem 21941MB +[2025-12-25 04:56:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][430/1573] eta 0:14:07 lr 0.000020 time 0.4251 (0.7418) loss 1299.5990 (1313.0538) grad_norm 169.2004 (243.7080) embed_mse 1298.5065 (1311.9662) mask_bce 0.2575 (0.2476) mask_dice 0.8351 (0.8401) mem 21941MB +[2025-12-25 04:56:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][440/1573] eta 0:14:09 lr 0.000020 time 2.7148 (0.7497) loss 1340.1986 (1312.7952) grad_norm 272.6850 (243.3455) embed_mse 1339.1104 (1311.7077) mask_bce 0.2444 (0.2472) mask_dice 0.8439 (0.8402) mem 21941MB +[2025-12-25 04:57:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][450/1573] eta 0:14:03 lr 0.000020 time 0.4277 (0.7513) loss 1263.3757 (1312.6146) grad_norm 143.6846 (241.5659) embed_mse 1262.3162 (1311.5273) mask_bce 0.2307 (0.2472) mask_dice 0.8289 (0.8401) mem 21941MB +[2025-12-25 04:57:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][460/1573] eta 0:13:55 lr 0.000020 time 0.4205 (0.7508) loss 1250.8855 (1312.4113) grad_norm 268.8157 (242.0439) embed_mse 1249.8254 (1311.3241) mask_bce 0.2278 (0.2473) mask_dice 0.8323 (0.8399) mem 21941MB +[2025-12-25 04:57:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][470/1573] eta 0:13:54 lr 0.000020 time 0.4246 (0.7569) loss 1345.9443 (1312.4208) grad_norm 231.0325 (241.8541) embed_mse 1344.8036 (1311.3334) mask_bce 0.3038 (0.2474) mask_dice 0.8369 (0.8399) mem 21941MB +[2025-12-25 04:57:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][480/1573] eta 0:13:44 lr 0.000020 time 1.6889 (0.7543) loss 1393.4104 (1312.4569) grad_norm 256.8465 (241.1358) embed_mse 1392.3322 (1311.3697) mask_bce 0.2412 (0.2471) mask_dice 0.8370 (0.8401) mem 21941MB +[2025-12-25 04:57:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][490/1573] eta 0:13:39 lr 0.000020 time 0.4215 (0.7566) loss 1272.0979 (1312.3692) grad_norm 207.6735 (240.5873) embed_mse 1271.0254 (1311.2820) mask_bce 0.2491 (0.2472) mask_dice 0.8235 (0.8400) mem 21941MB +[2025-12-25 04:57:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][500/1573] eta 0:13:36 lr 0.000019 time 0.4190 (0.7606) loss 1391.6890 (1312.9520) grad_norm 262.9689 (240.9483) embed_mse 1390.5887 (1311.8648) mask_bce 0.2599 (0.2472) mask_dice 0.8403 (0.8400) mem 21941MB +[2025-12-25 04:57:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][510/1573] eta 0:13:26 lr 0.000019 time 0.4217 (0.7584) loss 1363.5009 (1313.3323) grad_norm 219.9678 (240.6153) embed_mse 1362.4366 (1312.2452) mask_bce 0.2026 (0.2471) mask_dice 0.8616 (0.8400) mem 21941MB +[2025-12-25 04:57:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][520/1573] eta 0:13:15 lr 0.000019 time 0.4194 (0.7555) loss 1332.4930 (1313.5718) grad_norm 193.3658 (238.9269) embed_mse 1331.3994 (1312.4846) mask_bce 0.2690 (0.2473) mask_dice 0.8246 (0.8399) mem 21941MB +[2025-12-25 04:58:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][530/1573] eta 0:13:06 lr 0.000019 time 0.4158 (0.7541) loss 1341.6870 (1313.5352) grad_norm 189.5281 (238.1785) embed_mse 1340.6062 (1312.4480) mask_bce 0.2518 (0.2473) mask_dice 0.8290 (0.8399) mem 21941MB +[2025-12-25 04:58:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][540/1573] eta 0:13:01 lr 0.000019 time 0.4186 (0.7567) loss 1295.0509 (1313.4331) grad_norm 248.5958 (238.3340) embed_mse 1293.9469 (1312.3458) mask_bce 0.2761 (0.2474) mask_dice 0.8279 (0.8399) mem 21941MB +[2025-12-25 04:58:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][550/1573] eta 0:12:51 lr 0.000019 time 0.4224 (0.7537) loss 1355.6707 (1313.5280) grad_norm 214.3579 (237.9814) embed_mse 1354.5618 (1312.4407) mask_bce 0.2617 (0.2472) mask_dice 0.8472 (0.8401) mem 21941MB +[2025-12-25 04:58:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][560/1573] eta 0:12:45 lr 0.000019 time 0.4200 (0.7553) loss 1318.5151 (1313.4636) grad_norm 181.2399 (237.0813) embed_mse 1317.4249 (1312.3765) mask_bce 0.2383 (0.2469) mask_dice 0.8519 (0.8402) mem 21941MB +[2025-12-25 04:58:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][570/1573] eta 0:12:33 lr 0.000019 time 0.4249 (0.7514) loss 1310.1759 (1313.6311) grad_norm 200.3597 (236.5641) embed_mse 1309.1144 (1312.5441) mask_bce 0.2363 (0.2468) mask_dice 0.8252 (0.8401) mem 21941MB +[2025-12-25 04:58:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][580/1573] eta 0:12:20 lr 0.000019 time 0.4285 (0.7458) loss 1342.1941 (1314.1105) grad_norm 261.7221 (236.9135) embed_mse 1341.1318 (1313.0236) mask_bce 0.2052 (0.2468) mask_dice 0.8571 (0.8401) mem 21941MB +[2025-12-25 04:58:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][590/1573] eta 0:12:18 lr 0.000019 time 0.4211 (0.7514) loss 1348.9976 (1314.3813) grad_norm 174.8736 (236.0637) embed_mse 1347.9155 (1313.2943) mask_bce 0.2272 (0.2468) mask_dice 0.8549 (0.8402) mem 21941MB +[2025-12-25 04:58:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][600/1573] eta 0:12:12 lr 0.000019 time 3.6477 (0.7532) loss 1343.0010 (1314.0861) grad_norm 204.5639 (235.9193) embed_mse 1341.9258 (1312.9991) mask_bce 0.2330 (0.2467) mask_dice 0.8423 (0.8403) mem 21941MB +[2025-12-25 04:59:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][610/1573] eta 0:12:00 lr 0.000019 time 0.4160 (0.7477) loss 1339.2549 (1314.0474) grad_norm 189.7966 (235.3124) embed_mse 1338.1783 (1312.9601) mask_bce 0.2592 (0.2469) mask_dice 0.8174 (0.8403) mem 21941MB +[2025-12-25 04:59:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][620/1573] eta 0:11:52 lr 0.000019 time 0.4348 (0.7474) loss 1402.4740 (1313.8615) grad_norm 277.3104 (235.8578) embed_mse 1401.3890 (1312.7744) mask_bce 0.2328 (0.2468) mask_dice 0.8521 (0.8403) mem 21941MB +[2025-12-25 04:59:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][630/1573] eta 0:11:54 lr 0.000019 time 0.4180 (0.7575) loss 1338.3510 (1314.0718) grad_norm 172.1010 (235.0405) embed_mse 1337.2830 (1312.9848) mask_bce 0.1872 (0.2466) mask_dice 0.8808 (0.8404) mem 21941MB +[2025-12-25 04:59:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][640/1573] eta 0:11:41 lr 0.000019 time 0.4213 (0.7523) loss 1304.7084 (1313.9563) grad_norm 311.1834 (236.3894) embed_mse 1303.6405 (1312.8690) mask_bce 0.2204 (0.2470) mask_dice 0.8474 (0.8403) mem 21941MB +[2025-12-25 04:59:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][650/1573] eta 0:11:35 lr 0.000019 time 0.4368 (0.7534) loss 1305.5361 (1314.0964) grad_norm 281.4723 (236.9460) embed_mse 1304.4553 (1313.0093) mask_bce 0.2320 (0.2467) mask_dice 0.8488 (0.8404) mem 21941MB +[2025-12-25 04:59:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][660/1573] eta 0:11:23 lr 0.000019 time 0.7217 (0.7489) loss 1263.9443 (1313.9450) grad_norm 328.1216 (238.0579) embed_mse 1262.8601 (1312.8579) mask_bce 0.2366 (0.2467) mask_dice 0.8476 (0.8404) mem 21941MB +[2025-12-25 04:59:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][670/1573] eta 0:11:17 lr 0.000019 time 0.4768 (0.7499) loss 1279.4850 (1313.5089) grad_norm 213.7203 (237.7647) embed_mse 1278.3760 (1312.4219) mask_bce 0.2648 (0.2467) mask_dice 0.8441 (0.8403) mem 21941MB +[2025-12-25 04:59:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][680/1573] eta 0:11:13 lr 0.000019 time 2.1639 (0.7546) loss 1318.3175 (1313.6397) grad_norm 152.7513 (236.3960) embed_mse 1317.2374 (1312.5529) mask_bce 0.2171 (0.2465) mask_dice 0.8629 (0.8403) mem 21941MB +[2025-12-25 05:00:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][690/1573] eta 0:11:11 lr 0.000019 time 0.4343 (0.7609) loss 1303.4402 (1313.7853) grad_norm 272.4895 (236.8157) embed_mse 1302.3729 (1312.6988) mask_bce 0.2378 (0.2462) mask_dice 0.8295 (0.8403) mem 21941MB +[2025-12-25 05:00:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][700/1573] eta 0:11:01 lr 0.000019 time 0.4252 (0.7572) loss 1242.8485 (1313.9245) grad_norm 192.6857 (236.3085) embed_mse 1241.7822 (1312.8380) mask_bce 0.2256 (0.2461) mask_dice 0.8407 (0.8404) mem 21941MB +[2025-12-25 05:00:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][710/1573] eta 0:10:56 lr 0.000019 time 0.4315 (0.7610) loss 1359.0603 (1313.5434) grad_norm 219.9769 (236.1229) embed_mse 1357.9608 (1312.4569) mask_bce 0.2630 (0.2461) mask_dice 0.8365 (0.8404) mem 21941MB +[2025-12-25 05:00:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][720/1573] eta 0:10:45 lr 0.000019 time 0.4322 (0.7564) loss 1323.3409 (1313.1040) grad_norm 153.3746 (234.0403) embed_mse 1322.2379 (1312.0175) mask_bce 0.2634 (0.2461) mask_dice 0.8396 (0.8404) mem 21941MB +[2025-12-25 05:00:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][730/1573] eta 0:10:35 lr 0.000019 time 0.4284 (0.7542) loss 1357.1918 (1313.3674) grad_norm 216.7872 (233.8507) embed_mse 1356.0731 (1312.2807) mask_bce 0.2815 (0.2463) mask_dice 0.8371 (0.8404) mem 21941MB +[2025-12-25 05:00:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][740/1573] eta 0:10:30 lr 0.000019 time 0.4229 (0.7571) loss 1303.6925 (1313.2724) grad_norm 164.9802 (233.1021) embed_mse 1302.6415 (1312.1859) mask_bce 0.2062 (0.2461) mask_dice 0.8449 (0.8404) mem 21941MB +[2025-12-25 05:00:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][750/1573] eta 0:10:19 lr 0.000019 time 0.4479 (0.7527) loss 1343.3864 (1313.2655) grad_norm 375.5415 (234.6337) embed_mse 1342.2750 (1312.1790) mask_bce 0.2817 (0.2461) mask_dice 0.8296 (0.8404) mem 21941MB +[2025-12-25 05:00:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][760/1573] eta 0:10:12 lr 0.000019 time 0.4202 (0.7530) loss 1268.5715 (1313.2300) grad_norm 156.1786 (233.8907) embed_mse 1267.5277 (1312.1436) mask_bce 0.1830 (0.2460) mask_dice 0.8609 (0.8404) mem 21941MB +[2025-12-25 05:01:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][770/1573] eta 0:10:08 lr 0.000019 time 3.9595 (0.7573) loss 1259.7716 (1313.1906) grad_norm 236.8918 (233.9220) embed_mse 1258.7124 (1312.1042) mask_bce 0.2164 (0.2460) mask_dice 0.8428 (0.8405) mem 21941MB +[2025-12-25 05:01:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][780/1573] eta 0:09:57 lr 0.000019 time 0.4198 (0.7541) loss 1366.8550 (1313.3379) grad_norm 309.9963 (234.7062) embed_mse 1365.7572 (1312.2514) mask_bce 0.2639 (0.2460) mask_dice 0.8339 (0.8405) mem 21941MB +[2025-12-25 05:01:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][790/1573] eta 0:09:51 lr 0.000019 time 0.4455 (0.7556) loss 1298.7476 (1313.3354) grad_norm 238.0239 (234.7401) embed_mse 1297.6488 (1312.2489) mask_bce 0.2588 (0.2460) mask_dice 0.8400 (0.8405) mem 21941MB +[2025-12-25 05:01:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][800/1573] eta 0:09:42 lr 0.000019 time 0.4634 (0.7535) loss 1361.4390 (1313.3331) grad_norm 209.8004 (233.7692) embed_mse 1360.3737 (1312.2467) mask_bce 0.2205 (0.2459) mask_dice 0.8449 (0.8404) mem 21941MB +[2025-12-25 05:01:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][810/1573] eta 0:09:33 lr 0.000019 time 0.4205 (0.7513) loss 1341.0757 (1313.3779) grad_norm 236.5316 (233.7966) embed_mse 1339.9767 (1312.2912) mask_bce 0.2658 (0.2462) mask_dice 0.8331 (0.8405) mem 21941MB +[2025-12-25 05:01:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][820/1573] eta 0:09:22 lr 0.000019 time 0.4224 (0.7473) loss 1285.9091 (1313.3743) grad_norm 324.3069 (234.6839) embed_mse 1284.8815 (1312.2877) mask_bce 0.1863 (0.2462) mask_dice 0.8413 (0.8404) mem 21941MB +[2025-12-25 05:01:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][830/1573] eta 0:09:14 lr 0.000019 time 0.4201 (0.7466) loss 1256.7832 (1313.3946) grad_norm 214.1783 (234.4848) embed_mse 1255.6454 (1312.3080) mask_bce 0.3028 (0.2461) mask_dice 0.8349 (0.8405) mem 21941MB +[2025-12-25 05:01:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][840/1573] eta 0:09:11 lr 0.000019 time 6.1007 (0.7523) loss 1299.5917 (1313.5091) grad_norm 234.2205 (233.9880) embed_mse 1298.5317 (1312.4225) mask_bce 0.2166 (0.2461) mask_dice 0.8434 (0.8405) mem 21941MB +[2025-12-25 05:02:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][850/1573] eta 0:09:02 lr 0.000019 time 0.4194 (0.7497) loss 1263.0554 (1313.6126) grad_norm 225.3179 (233.9062) embed_mse 1261.9701 (1312.5258) mask_bce 0.2179 (0.2462) mask_dice 0.8675 (0.8406) mem 21941MB +[2025-12-25 05:02:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][860/1573] eta 0:08:54 lr 0.000019 time 0.4200 (0.7501) loss 1320.9800 (1313.4839) grad_norm 185.4437 (233.4533) embed_mse 1319.9037 (1312.3970) mask_bce 0.1968 (0.2462) mask_dice 0.8795 (0.8407) mem 21941MB +[2025-12-25 05:02:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][870/1573] eta 0:08:48 lr 0.000019 time 0.4181 (0.7515) loss 1321.6545 (1313.7815) grad_norm 290.3937 (233.9805) embed_mse 1320.5988 (1312.6945) mask_bce 0.2064 (0.2463) mask_dice 0.8493 (0.8406) mem 21941MB +[2025-12-25 05:02:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][880/1573] eta 0:08:39 lr 0.000019 time 0.4173 (0.7498) loss 1300.9950 (1313.8021) grad_norm 289.7801 (234.5779) embed_mse 1299.9274 (1312.7152) mask_bce 0.2064 (0.2462) mask_dice 0.8612 (0.8407) mem 21941MB +[2025-12-25 05:02:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][890/1573] eta 0:08:32 lr 0.000019 time 0.4739 (0.7504) loss 1388.6659 (1313.9252) grad_norm 178.2504 (234.0704) embed_mse 1387.5696 (1312.8384) mask_bce 0.2715 (0.2461) mask_dice 0.8248 (0.8407) mem 21941MB +[2025-12-25 05:02:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][900/1573] eta 0:08:25 lr 0.000019 time 0.4201 (0.7517) loss 1269.5835 (1313.8939) grad_norm 270.3574 (234.3944) embed_mse 1268.5016 (1312.8072) mask_bce 0.2498 (0.2460) mask_dice 0.8321 (0.8407) mem 21941MB +[2025-12-25 05:02:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][910/1573] eta 0:08:18 lr 0.000019 time 1.3489 (0.7517) loss 1358.6304 (1313.9362) grad_norm 245.6477 (234.4940) embed_mse 1357.5339 (1312.8495) mask_bce 0.2501 (0.2460) mask_dice 0.8463 (0.8406) mem 21941MB +[2025-12-25 05:02:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][920/1573] eta 0:08:11 lr 0.000019 time 0.4168 (0.7525) loss 1307.4008 (1314.0385) grad_norm 190.4476 (234.0251) embed_mse 1306.3129 (1312.9520) mask_bce 0.2515 (0.2459) mask_dice 0.8365 (0.8406) mem 21941MB +[2025-12-25 05:03:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][930/1573] eta 0:08:03 lr 0.000019 time 1.5753 (0.7516) loss 1300.2324 (1313.8050) grad_norm 307.0613 (234.6548) embed_mse 1299.1090 (1312.7185) mask_bce 0.3088 (0.2458) mask_dice 0.8146 (0.8406) mem 21941MB +[2025-12-25 05:03:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][940/1573] eta 0:07:55 lr 0.000019 time 0.4816 (0.7506) loss 1277.2615 (1313.7951) grad_norm 228.8124 (234.6048) embed_mse 1276.1732 (1312.7086) mask_bce 0.2520 (0.2459) mask_dice 0.8362 (0.8406) mem 21941MB +[2025-12-25 05:03:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][950/1573] eta 0:07:45 lr 0.000019 time 0.4223 (0.7472) loss 1316.5542 (1314.0365) grad_norm 191.0759 (234.2359) embed_mse 1315.4957 (1312.9500) mask_bce 0.2047 (0.2459) mask_dice 0.8538 (0.8406) mem 21941MB +[2025-12-25 05:03:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][960/1573] eta 0:07:38 lr 0.000019 time 0.4198 (0.7484) loss 1283.5869 (1314.0339) grad_norm 160.9527 (233.2314) embed_mse 1282.4952 (1312.9473) mask_bce 0.2532 (0.2458) mask_dice 0.8384 (0.8408) mem 21941MB +[2025-12-25 05:03:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][970/1573] eta 0:07:29 lr 0.000019 time 0.4608 (0.7451) loss 1299.1428 (1313.9258) grad_norm 306.0736 (233.8334) embed_mse 1298.0601 (1312.8392) mask_bce 0.2494 (0.2457) mask_dice 0.8334 (0.8408) mem 21941MB +[2025-12-25 05:03:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][980/1573] eta 0:07:21 lr 0.000019 time 0.4272 (0.7443) loss 1350.8433 (1314.1215) grad_norm 265.6733 (234.0944) embed_mse 1349.7396 (1313.0348) mask_bce 0.2721 (0.2460) mask_dice 0.8315 (0.8408) mem 21941MB +[2025-12-25 05:03:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][990/1573] eta 0:07:14 lr 0.000019 time 0.4199 (0.7461) loss 1341.4794 (1314.1008) grad_norm 253.5800 (234.2528) embed_mse 1340.4114 (1313.0141) mask_bce 0.2165 (0.2460) mask_dice 0.8516 (0.8408) mem 21941MB +[2025-12-25 05:03:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1000/1573] eta 0:07:06 lr 0.000019 time 0.4210 (0.7435) loss 1300.7576 (1314.2637) grad_norm 161.3775 (233.1873) embed_mse 1299.6738 (1313.1770) mask_bce 0.2453 (0.2460) mask_dice 0.8383 (0.8407) mem 21941MB +[2025-12-25 05:04:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1010/1573] eta 0:07:05 lr 0.000019 time 0.4211 (0.7553) loss 1336.7207 (1314.4429) grad_norm 204.5485 (232.9600) embed_mse 1335.6544 (1313.3562) mask_bce 0.2329 (0.2460) mask_dice 0.8333 (0.8407) mem 21941MB +[2025-12-25 05:04:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1020/1573] eta 0:06:55 lr 0.000019 time 0.4246 (0.7521) loss 1313.8264 (1314.3857) grad_norm 221.1209 (232.8667) embed_mse 1312.7706 (1313.2991) mask_bce 0.2044 (0.2459) mask_dice 0.8514 (0.8407) mem 21941MB +[2025-12-25 05:04:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1030/1573] eta 0:06:46 lr 0.000019 time 0.4213 (0.7495) loss 1334.4663 (1314.5456) grad_norm 303.8529 (233.4213) embed_mse 1333.4050 (1313.4591) mask_bce 0.2000 (0.2458) mask_dice 0.8613 (0.8407) mem 21941MB +[2025-12-25 05:04:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1040/1573] eta 0:06:42 lr 0.000019 time 0.4184 (0.7545) loss 1338.8802 (1314.4266) grad_norm 225.3018 (232.8497) embed_mse 1337.8358 (1313.3401) mask_bce 0.1865 (0.2458) mask_dice 0.8580 (0.8408) mem 21941MB +[2025-12-25 05:04:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1050/1573] eta 0:06:35 lr 0.000019 time 0.4384 (0.7568) loss 1296.9884 (1314.2964) grad_norm 305.6194 (233.4052) embed_mse 1295.9166 (1313.2100) mask_bce 0.2118 (0.2457) mask_dice 0.8600 (0.8408) mem 21941MB +[2025-12-25 05:04:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1060/1573] eta 0:06:28 lr 0.000019 time 0.4215 (0.7571) loss 1310.7988 (1314.3570) grad_norm 257.0105 (233.5840) embed_mse 1309.7148 (1313.2704) mask_bce 0.2414 (0.2456) mask_dice 0.8425 (0.8409) mem 21941MB +[2025-12-25 05:04:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1070/1573] eta 0:06:20 lr 0.000019 time 1.4471 (0.7566) loss 1300.6624 (1314.2811) grad_norm 190.9639 (233.2636) embed_mse 1299.5735 (1313.1946) mask_bce 0.2427 (0.2454) mask_dice 0.8462 (0.8410) mem 21941MB +[2025-12-25 05:04:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1080/1573] eta 0:06:11 lr 0.000019 time 0.4209 (0.7535) loss 1295.6429 (1314.2855) grad_norm 285.8998 (233.9011) embed_mse 1294.5603 (1313.1991) mask_bce 0.2345 (0.2454) mask_dice 0.8481 (0.8411) mem 21941MB +[2025-12-25 05:05:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1090/1573] eta 0:06:05 lr 0.000019 time 0.4218 (0.7562) loss 1321.2413 (1314.2229) grad_norm 287.8043 (234.2975) embed_mse 1320.1569 (1313.1366) mask_bce 0.2488 (0.2453) mask_dice 0.8357 (0.8410) mem 21941MB +[2025-12-25 05:05:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1100/1573] eta 0:05:57 lr 0.000019 time 0.4196 (0.7566) loss 1228.5681 (1313.9900) grad_norm 191.3469 (233.9839) embed_mse 1227.4352 (1312.9037) mask_bce 0.3172 (0.2452) mask_dice 0.8156 (0.8410) mem 21941MB +[2025-12-25 05:05:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1110/1573] eta 0:05:49 lr 0.000019 time 0.4335 (0.7557) loss 1267.3394 (1313.9713) grad_norm 196.3919 (233.7115) embed_mse 1266.2461 (1312.8851) mask_bce 0.2590 (0.2453) mask_dice 0.8344 (0.8410) mem 21941MB +[2025-12-25 05:05:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1120/1573] eta 0:05:41 lr 0.000019 time 0.4171 (0.7541) loss 1275.2354 (1313.9350) grad_norm 138.6161 (233.5541) embed_mse 1274.1384 (1312.8488) mask_bce 0.2639 (0.2453) mask_dice 0.8331 (0.8409) mem 21941MB +[2025-12-25 05:05:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1130/1573] eta 0:05:32 lr 0.000018 time 0.4256 (0.7512) loss 1262.0576 (1313.9368) grad_norm 285.8130 (233.9247) embed_mse 1260.9370 (1312.8506) mask_bce 0.2610 (0.2452) mask_dice 0.8596 (0.8409) mem 21941MB +[2025-12-25 05:05:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1140/1573] eta 0:05:24 lr 0.000018 time 0.4204 (0.7490) loss 1324.0898 (1313.9259) grad_norm 182.5198 (233.5627) embed_mse 1323.0287 (1312.8398) mask_bce 0.2159 (0.2452) mask_dice 0.8452 (0.8409) mem 21941MB +[2025-12-25 05:05:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1150/1573] eta 0:05:16 lr 0.000018 time 0.4524 (0.7482) loss 1342.4146 (1314.0016) grad_norm 177.9684 (233.1740) embed_mse 1341.3553 (1312.9154) mask_bce 0.2096 (0.2453) mask_dice 0.8496 (0.8409) mem 21941MB +[2025-12-25 05:05:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1160/1573] eta 0:05:09 lr 0.000018 time 0.4422 (0.7495) loss 1303.6821 (1313.9982) grad_norm 185.2443 (232.6558) embed_mse 1302.6082 (1312.9120) mask_bce 0.2360 (0.2453) mask_dice 0.8380 (0.8409) mem 21941MB +[2025-12-25 05:06:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1170/1573] eta 0:05:02 lr 0.000018 time 0.4290 (0.7499) loss 1217.9441 (1314.0421) grad_norm 297.9992 (233.1033) embed_mse 1216.9137 (1312.9559) mask_bce 0.1835 (0.2453) mask_dice 0.8469 (0.8409) mem 21941MB +[2025-12-25 05:06:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1180/1573] eta 0:04:53 lr 0.000018 time 0.4208 (0.7476) loss 1262.2769 (1313.9787) grad_norm 222.5750 (233.0317) embed_mse 1261.2151 (1312.8925) mask_bce 0.2150 (0.2453) mask_dice 0.8468 (0.8409) mem 21941MB +[2025-12-25 05:06:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1190/1573] eta 0:04:46 lr 0.000018 time 0.4206 (0.7483) loss 1278.4923 (1313.9754) grad_norm 160.3747 (232.5408) embed_mse 1277.4091 (1312.8892) mask_bce 0.2511 (0.2454) mask_dice 0.8321 (0.8409) mem 21941MB +[2025-12-25 05:06:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1200/1573] eta 0:04:38 lr 0.000018 time 0.4180 (0.7456) loss 1373.8427 (1314.1191) grad_norm 201.3214 (232.0436) embed_mse 1372.7659 (1313.0326) mask_bce 0.2475 (0.2456) mask_dice 0.8292 (0.8409) mem 21941MB +[2025-12-25 05:06:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1210/1573] eta 0:04:31 lr 0.000018 time 0.4226 (0.7476) loss 1335.0936 (1314.1812) grad_norm 214.1315 (231.9250) embed_mse 1334.0217 (1313.0948) mask_bce 0.2496 (0.2455) mask_dice 0.8223 (0.8409) mem 21941MB +[2025-12-25 05:06:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1220/1573] eta 0:04:23 lr 0.000018 time 0.4231 (0.7463) loss 1357.5338 (1314.2350) grad_norm 156.5698 (231.4292) embed_mse 1356.4436 (1313.1485) mask_bce 0.2555 (0.2456) mask_dice 0.8347 (0.8409) mem 21941MB +[2025-12-25 05:06:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1230/1573] eta 0:04:16 lr 0.000018 time 0.7673 (0.7477) loss 1283.5414 (1314.2484) grad_norm 147.0806 (230.8780) embed_mse 1282.4292 (1313.1620) mask_bce 0.2799 (0.2454) mask_dice 0.8322 (0.8410) mem 21941MB +[2025-12-25 05:06:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1240/1573] eta 0:04:09 lr 0.000018 time 0.4168 (0.7507) loss 1287.0140 (1314.2677) grad_norm 164.8537 (230.2257) embed_mse 1285.9543 (1313.1813) mask_bce 0.1937 (0.2454) mask_dice 0.8660 (0.8410) mem 21941MB +[2025-12-25 05:07:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1250/1573] eta 0:04:02 lr 0.000018 time 0.4363 (0.7517) loss 1260.5278 (1314.0971) grad_norm 136.4009 (229.6243) embed_mse 1259.4413 (1313.0106) mask_bce 0.2362 (0.2454) mask_dice 0.8504 (0.8410) mem 21941MB +[2025-12-25 05:07:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1260/1573] eta 0:03:54 lr 0.000018 time 0.4161 (0.7507) loss 1333.8932 (1314.1928) grad_norm 309.5322 (230.1333) embed_mse 1332.8342 (1313.1064) mask_bce 0.2083 (0.2453) mask_dice 0.8505 (0.8410) mem 21941MB +[2025-12-25 05:07:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1270/1573] eta 0:03:47 lr 0.000018 time 0.4171 (0.7494) loss 1292.9387 (1314.1343) grad_norm 226.0234 (230.1073) embed_mse 1291.8865 (1313.0479) mask_bce 0.2051 (0.2453) mask_dice 0.8472 (0.8410) mem 21941MB +[2025-12-25 05:07:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1280/1573] eta 0:03:39 lr 0.000018 time 0.4167 (0.7497) loss 1320.5123 (1313.9911) grad_norm 199.9541 (230.2157) embed_mse 1319.4371 (1312.9050) mask_bce 0.2631 (0.2451) mask_dice 0.8120 (0.8411) mem 21941MB +[2025-12-25 05:07:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1290/1573] eta 0:03:32 lr 0.000018 time 0.4235 (0.7507) loss 1283.5577 (1314.0217) grad_norm 249.0894 (230.3330) embed_mse 1282.4756 (1312.9356) mask_bce 0.2438 (0.2451) mask_dice 0.8383 (0.8410) mem 21941MB +[2025-12-25 05:07:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1300/1573] eta 0:03:26 lr 0.000018 time 0.4160 (0.7549) loss 1288.0944 (1314.0737) grad_norm 196.6274 (230.1249) embed_mse 1287.0306 (1312.9876) mask_bce 0.2182 (0.2452) mask_dice 0.8455 (0.8410) mem 21941MB +[2025-12-25 05:07:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1310/1573] eta 0:03:17 lr 0.000018 time 0.4192 (0.7524) loss 1340.9324 (1314.0640) grad_norm 177.0259 (229.7992) embed_mse 1339.8020 (1312.9778) mask_bce 0.2995 (0.2452) mask_dice 0.8308 (0.8410) mem 21941MB +[2025-12-25 05:07:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1320/1573] eta 0:03:09 lr 0.000018 time 0.4179 (0.7501) loss 1289.8225 (1313.9913) grad_norm 174.4371 (229.0920) embed_mse 1288.6711 (1312.9051) mask_bce 0.2885 (0.2452) mask_dice 0.8629 (0.8410) mem 21941MB +[2025-12-25 05:08:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1330/1573] eta 0:03:02 lr 0.000018 time 0.4333 (0.7519) loss 1305.7061 (1314.0087) grad_norm 215.5812 (229.0107) embed_mse 1304.5919 (1312.9226) mask_bce 0.2765 (0.2451) mask_dice 0.8376 (0.8410) mem 21941MB +[2025-12-25 05:08:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1340/1573] eta 0:02:56 lr 0.000018 time 0.4334 (0.7566) loss 1378.7722 (1314.1638) grad_norm 226.2652 (228.9942) embed_mse 1377.7079 (1313.0777) mask_bce 0.2049 (0.2451) mask_dice 0.8594 (0.8411) mem 21941MB +[2025-12-25 05:08:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1350/1573] eta 0:02:48 lr 0.000018 time 0.4244 (0.7542) loss 1322.4099 (1314.1272) grad_norm 227.6405 (228.9862) embed_mse 1321.3162 (1313.0411) mask_bce 0.2645 (0.2450) mask_dice 0.8292 (0.8411) mem 21941MB +[2025-12-25 05:08:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1360/1573] eta 0:02:40 lr 0.000018 time 0.4302 (0.7528) loss 1316.9136 (1314.1483) grad_norm 160.0711 (228.2885) embed_mse 1315.8262 (1313.0622) mask_bce 0.2538 (0.2450) mask_dice 0.8336 (0.8411) mem 21941MB +[2025-12-25 05:08:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1370/1573] eta 0:02:32 lr 0.000018 time 0.4246 (0.7536) loss 1260.2720 (1314.1524) grad_norm 266.3460 (228.5111) embed_mse 1259.1995 (1313.0664) mask_bce 0.2577 (0.2449) mask_dice 0.8148 (0.8411) mem 21941MB +[2025-12-25 05:08:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1380/1573] eta 0:02:25 lr 0.000018 time 0.4182 (0.7544) loss 1289.3730 (1314.1251) grad_norm 235.2617 (228.5503) embed_mse 1288.2800 (1313.0392) mask_bce 0.2327 (0.2449) mask_dice 0.8604 (0.8411) mem 21941MB +[2025-12-25 05:09:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1390/1573] eta 0:02:18 lr 0.000018 time 0.4203 (0.7588) loss 1335.2362 (1314.2146) grad_norm 240.9018 (228.6217) embed_mse 1334.1637 (1313.1287) mask_bce 0.2279 (0.2449) mask_dice 0.8446 (0.8411) mem 21941MB +[2025-12-25 05:09:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1400/1573] eta 0:02:10 lr 0.000018 time 0.4227 (0.7564) loss 1298.2286 (1314.2236) grad_norm 221.8324 (229.6187) embed_mse 1297.1650 (1313.1376) mask_bce 0.2032 (0.2449) mask_dice 0.8604 (0.8411) mem 21941MB +[2025-12-25 05:09:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1410/1573] eta 0:02:03 lr 0.000018 time 0.4204 (0.7549) loss 1315.5654 (1314.0690) grad_norm 184.2576 (229.3610) embed_mse 1314.4832 (1312.9831) mask_bce 0.2341 (0.2448) mask_dice 0.8482 (0.8411) mem 21941MB +[2025-12-25 05:09:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1420/1573] eta 0:01:55 lr 0.000018 time 0.4197 (0.7549) loss 1284.3973 (1313.9670) grad_norm 234.5199 (229.3902) embed_mse 1283.3439 (1312.8812) mask_bce 0.1962 (0.2447) mask_dice 0.8572 (0.8411) mem 21941MB +[2025-12-25 05:09:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1430/1573] eta 0:01:47 lr 0.000018 time 0.4340 (0.7551) loss 1294.0510 (1313.9140) grad_norm 195.8699 (229.2019) embed_mse 1292.9983 (1312.8282) mask_bce 0.2065 (0.2447) mask_dice 0.8462 (0.8411) mem 21941MB +[2025-12-25 05:09:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1440/1573] eta 0:01:40 lr 0.000018 time 0.4197 (0.7528) loss 1347.9338 (1313.9255) grad_norm 265.1606 (229.0463) embed_mse 1346.8461 (1312.8396) mask_bce 0.2511 (0.2448) mask_dice 0.8367 (0.8411) mem 21941MB +[2025-12-25 05:09:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1450/1573] eta 0:01:32 lr 0.000018 time 0.4254 (0.7543) loss 1227.7104 (1313.8156) grad_norm 196.9894 (228.8692) embed_mse 1226.6296 (1312.7298) mask_bce 0.2426 (0.2447) mask_dice 0.8382 (0.8411) mem 21941MB +[2025-12-25 05:09:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1460/1573] eta 0:01:24 lr 0.000018 time 0.4188 (0.7521) loss 1324.8881 (1313.7406) grad_norm 280.3545 (229.1521) embed_mse 1323.8052 (1312.6548) mask_bce 0.2334 (0.2447) mask_dice 0.8495 (0.8411) mem 21941MB +[2025-12-25 05:09:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1470/1573] eta 0:01:17 lr 0.000018 time 0.4358 (0.7568) loss 1308.9847 (1313.5572) grad_norm 297.8534 (229.5275) embed_mse 1307.9272 (1312.4714) mask_bce 0.2175 (0.2447) mask_dice 0.8400 (0.8411) mem 21941MB +[2025-12-25 05:10:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1480/1573] eta 0:01:10 lr 0.000018 time 0.4229 (0.7567) loss 1326.3984 (1313.4668) grad_norm 395.3914 (230.0356) embed_mse 1325.2810 (1312.3811) mask_bce 0.2591 (0.2446) mask_dice 0.8582 (0.8411) mem 21941MB +[2025-12-25 05:10:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1490/1573] eta 0:01:02 lr 0.000018 time 0.4302 (0.7572) loss 1337.4364 (1313.4936) grad_norm 172.6808 (229.7272) embed_mse 1336.3353 (1312.4078) mask_bce 0.2583 (0.2448) mask_dice 0.8427 (0.8410) mem 21941MB +[2025-12-25 05:10:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1500/1573] eta 0:00:55 lr 0.000018 time 0.4230 (0.7568) loss 1329.3748 (1313.4883) grad_norm 231.1165 (229.7347) embed_mse 1328.3119 (1312.4024) mask_bce 0.2186 (0.2448) mask_dice 0.8442 (0.8410) mem 21941MB +[2025-12-25 05:10:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1510/1573] eta 0:00:47 lr 0.000018 time 0.4207 (0.7566) loss 1281.8536 (1313.3853) grad_norm 278.9132 (229.9963) embed_mse 1280.7650 (1312.2996) mask_bce 0.2799 (0.2447) mask_dice 0.8087 (0.8410) mem 21941MB +[2025-12-25 05:10:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1520/1573] eta 0:00:40 lr 0.000018 time 6.8257 (0.7586) loss 1284.4102 (1313.3060) grad_norm 324.0520 (230.1939) embed_mse 1283.3239 (1312.2203) mask_bce 0.2417 (0.2446) mask_dice 0.8446 (0.8410) mem 21941MB +[2025-12-25 05:10:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1530/1573] eta 0:00:32 lr 0.000018 time 0.4226 (0.7567) loss 1293.3358 (1313.3684) grad_norm 209.4679 (230.0853) embed_mse 1292.2137 (1312.2827) mask_bce 0.3191 (0.2447) mask_dice 0.8030 (0.8410) mem 21941MB +[2025-12-25 05:10:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1540/1573] eta 0:00:24 lr 0.000018 time 0.4266 (0.7546) loss 1356.4603 (1313.3469) grad_norm 202.4007 (229.9412) embed_mse 1355.3740 (1312.2612) mask_bce 0.2472 (0.2447) mask_dice 0.8391 (0.8410) mem 21941MB +[2025-12-25 05:10:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1550/1573] eta 0:00:17 lr 0.000018 time 0.4162 (0.7556) loss 1315.4589 (1313.3545) grad_norm 190.7924 (229.7383) embed_mse 1314.3816 (1312.2688) mask_bce 0.2348 (0.2447) mask_dice 0.8425 (0.8410) mem 21941MB +[2025-12-25 05:11:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1560/1573] eta 0:00:09 lr 0.000018 time 0.4200 (0.7541) loss 1334.7006 (1313.4668) grad_norm 172.1798 (229.9359) embed_mse 1333.6260 (1312.3811) mask_bce 0.2328 (0.2447) mask_dice 0.8419 (0.8410) mem 21941MB +[2025-12-25 05:11:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [17/30][1570/1573] eta 0:00:02 lr 0.000018 time 0.4189 (0.7536) loss 1369.9673 (1313.4844) grad_norm 219.6396 (229.8833) embed_mse 1368.8828 (1312.3987) mask_bce 0.2557 (0.2447) mask_dice 0.8287 (0.8410) mem 21941MB +[2025-12-25 05:11:10 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 17 training takes 0:19:45 +[2025-12-25 05:11:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][0/1573] eta 1:27:35 lr 0.000018 time 3.3408 (3.3408) loss 1306.4498 (1306.4498) grad_norm 0.0000 (0.0000) embed_mse 1305.3933 (1305.3933) mask_bce 0.2219 (0.2219) mask_dice 0.8347 (0.8347) mem 21941MB +[2025-12-25 05:11:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][10/1573] eta 0:28:49 lr 0.000018 time 0.8695 (1.1065) loss 1316.5499 (1299.9784) grad_norm 353.7404 (353.7404) embed_mse 1315.4634 (1298.8981) mask_bce 0.2554 (0.2379) mask_dice 0.8312 (0.8424) mem 21941MB +[2025-12-25 05:11:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][20/1573] eta 0:20:54 lr 0.000018 time 0.4586 (0.8079) loss 1251.0511 (1297.9458) grad_norm 289.9030 (321.8217) embed_mse 1249.9924 (1296.8591) mask_bce 0.2227 (0.2426) mask_dice 0.8361 (0.8442) mem 21941MB +[2025-12-25 05:11:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][30/1573] eta 0:19:33 lr 0.000018 time 0.4240 (0.7603) loss 1298.1578 (1304.8872) grad_norm 239.0222 (294.2219) embed_mse 1297.0853 (1303.8001) mask_bce 0.2229 (0.2445) mask_dice 0.8496 (0.8425) mem 21941MB +[2025-12-25 05:11:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][40/1573] eta 0:19:39 lr 0.000018 time 1.2813 (0.7693) loss 1295.9076 (1304.1299) grad_norm 237.9860 (279.3067) embed_mse 1294.8164 (1303.0425) mask_bce 0.2656 (0.2457) mask_dice 0.8256 (0.8417) mem 21941MB +[2025-12-25 05:11:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][50/1573] eta 0:17:49 lr 0.000018 time 0.4226 (0.7025) loss 1337.1331 (1307.2788) grad_norm 212.0426 (268.0960) embed_mse 1336.0630 (1306.1912) mask_bce 0.2076 (0.2476) mask_dice 0.8626 (0.8401) mem 21941MB +[2025-12-25 05:11:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][60/1573] eta 0:20:06 lr 0.000018 time 0.4243 (0.7972) loss 1378.7445 (1309.3491) grad_norm 154.1454 (251.8174) embed_mse 1377.6254 (1308.2609) mask_bce 0.2778 (0.2475) mask_dice 0.8414 (0.8407) mem 21941MB +[2025-12-25 05:12:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][70/1573] eta 0:20:36 lr 0.000018 time 0.4257 (0.8229) loss 1286.9655 (1310.0722) grad_norm 286.9040 (256.2032) embed_mse 1285.8854 (1308.9835) mask_bce 0.2508 (0.2483) mask_dice 0.8292 (0.8404) mem 21941MB +[2025-12-25 05:12:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][80/1573] eta 0:20:50 lr 0.000018 time 0.4271 (0.8374) loss 1290.3866 (1310.3668) grad_norm 174.2244 (252.1742) embed_mse 1289.2661 (1309.2780) mask_bce 0.2949 (0.2479) mask_dice 0.8256 (0.8409) mem 21941MB +[2025-12-25 05:12:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][90/1573] eta 0:20:15 lr 0.000018 time 0.4186 (0.8195) loss 1354.5612 (1311.3012) grad_norm 215.4130 (248.8323) embed_mse 1353.5122 (1310.2128) mask_bce 0.2039 (0.2482) mask_dice 0.8450 (0.8403) mem 21941MB +[2025-12-25 05:12:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][100/1573] eta 0:21:28 lr 0.000018 time 0.4723 (0.8745) loss 1351.9248 (1311.8937) grad_norm 201.3353 (244.8742) embed_mse 1350.8562 (1310.8042) mask_bce 0.2225 (0.2496) mask_dice 0.8462 (0.8399) mem 21941MB +[2025-12-25 05:12:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][110/1573] eta 0:20:20 lr 0.000018 time 0.4176 (0.8341) loss 1365.1720 (1312.3424) grad_norm 162.3793 (238.5285) embed_mse 1364.0834 (1311.2537) mask_bce 0.2307 (0.2487) mask_dice 0.8579 (0.8401) mem 21941MB +[2025-12-25 05:12:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][120/1573] eta 0:19:37 lr 0.000018 time 0.4224 (0.8101) loss 1366.8818 (1313.9651) grad_norm 184.9216 (235.4393) embed_mse 1365.7905 (1312.8776) mask_bce 0.2721 (0.2475) mask_dice 0.8192 (0.8400) mem 21941MB +[2025-12-25 05:12:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][130/1573] eta 0:19:13 lr 0.000018 time 0.4395 (0.7994) loss 1235.4711 (1314.0051) grad_norm 150.4087 (230.1249) embed_mse 1234.4160 (1312.9178) mask_bce 0.2217 (0.2475) mask_dice 0.8333 (0.8399) mem 21941MB +[2025-12-25 05:13:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][140/1573] eta 0:19:19 lr 0.000018 time 2.4312 (0.8093) loss 1384.6477 (1314.3788) grad_norm 291.4073 (233.7297) embed_mse 1383.5450 (1313.2925) mask_bce 0.2830 (0.2469) mask_dice 0.8196 (0.8395) mem 21941MB +[2025-12-25 05:13:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][150/1573] eta 0:18:54 lr 0.000018 time 0.4434 (0.7970) loss 1361.6824 (1314.9477) grad_norm 248.2318 (234.5354) embed_mse 1360.5818 (1313.8619) mask_bce 0.2730 (0.2462) mask_dice 0.8276 (0.8397) mem 21941MB +[2025-12-25 05:13:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][160/1573] eta 0:18:27 lr 0.000018 time 1.6963 (0.7835) loss 1265.5286 (1315.4950) grad_norm 187.2453 (227.3611) embed_mse 1264.4314 (1314.4096) mask_bce 0.2860 (0.2460) mask_dice 0.8112 (0.8395) mem 21941MB +[2025-12-25 05:13:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][170/1573] eta 0:17:56 lr 0.000018 time 0.4207 (0.7673) loss 1314.9255 (1314.6463) grad_norm 246.2401 (228.2601) embed_mse 1313.8383 (1313.5607) mask_bce 0.2374 (0.2459) mask_dice 0.8498 (0.8397) mem 21941MB +[2025-12-25 05:13:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][180/1573] eta 0:18:05 lr 0.000018 time 0.4224 (0.7794) loss 1309.8566 (1314.0258) grad_norm 298.2054 (231.4394) embed_mse 1308.7697 (1312.9390) mask_bce 0.2600 (0.2469) mask_dice 0.8269 (0.8400) mem 21941MB +[2025-12-25 05:13:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][190/1573] eta 0:17:32 lr 0.000018 time 0.4198 (0.7611) loss 1263.2548 (1313.0208) grad_norm 264.3622 (232.8709) embed_mse 1262.1746 (1311.9337) mask_bce 0.2340 (0.2469) mask_dice 0.8462 (0.8402) mem 21941MB +[2025-12-25 05:13:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][200/1573] eta 0:17:26 lr 0.000017 time 0.4686 (0.7623) loss 1371.4120 (1313.1119) grad_norm 271.4985 (236.6040) embed_mse 1370.3014 (1312.0256) mask_bce 0.2615 (0.2455) mask_dice 0.8492 (0.8408) mem 21941MB +[2025-12-25 05:13:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][210/1573] eta 0:17:06 lr 0.000017 time 0.4198 (0.7534) loss 1295.5521 (1311.8530) grad_norm 151.4470 (233.3287) embed_mse 1294.4424 (1310.7669) mask_bce 0.2695 (0.2454) mask_dice 0.8402 (0.8407) mem 21941MB +[2025-12-25 05:13:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][220/1573] eta 0:16:58 lr 0.000017 time 0.4203 (0.7527) loss 1217.5256 (1311.0132) grad_norm 201.4226 (232.1470) embed_mse 1216.4513 (1309.9277) mask_bce 0.2191 (0.2446) mask_dice 0.8552 (0.8410) mem 21941MB +[2025-12-25 05:14:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][230/1573] eta 0:16:32 lr 0.000017 time 0.4333 (0.7387) loss 1313.8646 (1311.3267) grad_norm 188.3250 (230.5819) embed_mse 1312.7651 (1310.2415) mask_bce 0.2656 (0.2438) mask_dice 0.8339 (0.8414) mem 21941MB +[2025-12-25 05:14:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][240/1573] eta 0:16:08 lr 0.000017 time 0.4243 (0.7263) loss 1283.9167 (1310.8924) grad_norm 164.6218 (226.6266) embed_mse 1282.8009 (1309.8070) mask_bce 0.2566 (0.2440) mask_dice 0.8593 (0.8414) mem 21941MB +[2025-12-25 05:14:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][250/1573] eta 0:15:57 lr 0.000017 time 0.4294 (0.7241) loss 1356.6654 (1310.8376) grad_norm 196.1025 (225.6419) embed_mse 1355.6029 (1309.7522) mask_bce 0.1927 (0.2434) mask_dice 0.8699 (0.8420) mem 21941MB +[2025-12-25 05:14:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][260/1573] eta 0:15:45 lr 0.000017 time 0.4254 (0.7200) loss 1295.0380 (1310.2749) grad_norm 234.5154 (225.9192) embed_mse 1293.9658 (1309.1893) mask_bce 0.2419 (0.2435) mask_dice 0.8302 (0.8420) mem 21941MB +[2025-12-25 05:14:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][270/1573] eta 0:15:45 lr 0.000017 time 0.4244 (0.7256) loss 1225.1041 (1309.4159) grad_norm 305.4989 (228.3307) embed_mse 1224.0051 (1308.3303) mask_bce 0.2669 (0.2438) mask_dice 0.8320 (0.8418) mem 21941MB +[2025-12-25 05:14:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][280/1573] eta 0:15:24 lr 0.000017 time 0.4413 (0.7151) loss 1330.9131 (1310.2408) grad_norm 177.8974 (227.3849) embed_mse 1329.8241 (1309.1551) mask_bce 0.2509 (0.2436) mask_dice 0.8380 (0.8422) mem 21941MB +[2025-12-25 05:14:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][290/1573] eta 0:15:04 lr 0.000017 time 0.4185 (0.7051) loss 1339.8865 (1310.6944) grad_norm 295.6754 (229.2818) embed_mse 1338.8038 (1309.6082) mask_bce 0.2463 (0.2441) mask_dice 0.8364 (0.8421) mem 21941MB +[2025-12-25 05:14:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][300/1573] eta 0:14:53 lr 0.000017 time 0.4430 (0.7018) loss 1344.8258 (1310.6606) grad_norm 228.0307 (229.2480) embed_mse 1343.7568 (1309.5747) mask_bce 0.2192 (0.2438) mask_dice 0.8499 (0.8421) mem 21941MB +[2025-12-25 05:14:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][310/1573] eta 0:14:41 lr 0.000017 time 0.4209 (0.6978) loss 1312.0433 (1310.4486) grad_norm 239.4194 (229.5157) embed_mse 1310.8706 (1309.3627) mask_bce 0.3057 (0.2434) mask_dice 0.8670 (0.8424) mem 21941MB +[2025-12-25 05:14:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][320/1573] eta 0:14:48 lr 0.000017 time 0.4222 (0.7087) loss 1303.3606 (1310.4695) grad_norm 212.6937 (227.2431) embed_mse 1302.2584 (1309.3839) mask_bce 0.2630 (0.2432) mask_dice 0.8392 (0.8424) mem 21941MB +[2025-12-25 05:15:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][330/1573] eta 0:14:30 lr 0.000017 time 0.4458 (0.7002) loss 1270.8444 (1310.8871) grad_norm 350.7159 (230.2546) embed_mse 1269.7385 (1309.8017) mask_bce 0.2591 (0.2429) mask_dice 0.8467 (0.8424) mem 21941MB +[2025-12-25 05:15:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][340/1573] eta 0:14:19 lr 0.000017 time 0.4250 (0.6970) loss 1309.9537 (1310.6801) grad_norm 265.9609 (231.1048) embed_mse 1308.9100 (1309.5949) mask_bce 0.1667 (0.2426) mask_dice 0.8770 (0.8426) mem 21941MB +[2025-12-25 05:15:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][350/1573] eta 0:14:22 lr 0.000017 time 0.8590 (0.7056) loss 1306.9467 (1311.4101) grad_norm 195.0743 (230.2668) embed_mse 1305.8617 (1310.3250) mask_bce 0.2535 (0.2427) mask_dice 0.8315 (0.8424) mem 21941MB +[2025-12-25 05:15:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][360/1573] eta 0:14:26 lr 0.000017 time 0.4183 (0.7144) loss 1350.8569 (1311.5102) grad_norm 197.2626 (228.0401) embed_mse 1349.7648 (1310.4250) mask_bce 0.2547 (0.2429) mask_dice 0.8374 (0.8424) mem 21941MB +[2025-12-25 05:15:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][370/1573] eta 0:14:31 lr 0.000017 time 0.4221 (0.7243) loss 1345.4347 (1312.2511) grad_norm 146.9320 (226.2769) embed_mse 1344.3358 (1311.1658) mask_bce 0.2692 (0.2428) mask_dice 0.8297 (0.8425) mem 21941MB +[2025-12-25 05:15:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][380/1573] eta 0:14:25 lr 0.000017 time 0.4200 (0.7254) loss 1275.2024 (1312.0473) grad_norm 208.2155 (225.8926) embed_mse 1274.1146 (1310.9622) mask_bce 0.2502 (0.2425) mask_dice 0.8375 (0.8426) mem 21941MB +[2025-12-25 05:15:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][390/1573] eta 0:14:19 lr 0.000017 time 0.4318 (0.7266) loss 1247.0349 (1312.0470) grad_norm 177.8855 (224.8925) embed_mse 1245.9534 (1310.9621) mask_bce 0.2393 (0.2423) mask_dice 0.8423 (0.8426) mem 21941MB +[2025-12-25 05:16:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][400/1573] eta 0:14:22 lr 0.000017 time 0.4241 (0.7352) loss 1306.2400 (1311.7794) grad_norm 288.6421 (226.0254) embed_mse 1305.1787 (1310.6949) mask_bce 0.2288 (0.2419) mask_dice 0.8324 (0.8426) mem 21941MB +[2025-12-25 05:16:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][410/1573] eta 0:14:06 lr 0.000017 time 0.4230 (0.7278) loss 1275.9348 (1312.1645) grad_norm 225.1321 (226.0079) embed_mse 1274.8732 (1311.0802) mask_bce 0.2117 (0.2418) mask_dice 0.8499 (0.8426) mem 21941MB +[2025-12-25 05:16:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][420/1573] eta 0:13:51 lr 0.000017 time 0.4267 (0.7210) loss 1289.9537 (1311.8738) grad_norm 164.2813 (224.8208) embed_mse 1288.9011 (1310.7896) mask_bce 0.2208 (0.2417) mask_dice 0.8318 (0.8425) mem 21941MB +[2025-12-25 05:16:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][430/1573] eta 0:13:50 lr 0.000017 time 0.4188 (0.7267) loss 1315.4257 (1311.8898) grad_norm 265.3711 (225.5859) embed_mse 1314.3477 (1310.8053) mask_bce 0.2269 (0.2420) mask_dice 0.8511 (0.8425) mem 21941MB +[2025-12-25 05:16:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][440/1573] eta 0:13:43 lr 0.000017 time 0.4179 (0.7267) loss 1267.0872 (1311.6753) grad_norm 185.4585 (223.3412) embed_mse 1265.9969 (1310.5907) mask_bce 0.2219 (0.2419) mask_dice 0.8682 (0.8427) mem 21941MB +[2025-12-25 05:16:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][450/1573] eta 0:13:28 lr 0.000017 time 0.4232 (0.7201) loss 1248.6639 (1311.6156) grad_norm 153.5450 (222.0948) embed_mse 1247.5995 (1310.5311) mask_bce 0.2241 (0.2418) mask_dice 0.8403 (0.8427) mem 21941MB +[2025-12-25 05:16:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][460/1573] eta 0:13:23 lr 0.000017 time 0.4184 (0.7222) loss 1237.1204 (1311.3271) grad_norm 193.3015 (221.5897) embed_mse 1236.0391 (1310.2423) mask_bce 0.2564 (0.2421) mask_dice 0.8248 (0.8427) mem 21941MB +[2025-12-25 05:16:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][470/1573] eta 0:13:21 lr 0.000017 time 0.4205 (0.7270) loss 1319.8942 (1311.1585) grad_norm 286.6388 (222.7112) embed_mse 1318.8210 (1310.0738) mask_bce 0.2376 (0.2422) mask_dice 0.8356 (0.8425) mem 21941MB +[2025-12-25 05:17:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][480/1573] eta 0:13:14 lr 0.000017 time 0.4175 (0.7273) loss 1292.9972 (1311.4573) grad_norm 213.4723 (221.7684) embed_mse 1291.9238 (1310.3726) mask_bce 0.2266 (0.2422) mask_dice 0.8468 (0.8425) mem 21941MB +[2025-12-25 05:17:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][490/1573] eta 0:13:07 lr 0.000017 time 0.4192 (0.7268) loss 1257.0154 (1311.3623) grad_norm 216.1665 (221.6765) embed_mse 1255.9188 (1310.2767) mask_bce 0.2507 (0.2433) mask_dice 0.8459 (0.8424) mem 21941MB +[2025-12-25 05:17:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][500/1573] eta 0:13:05 lr 0.000017 time 0.4180 (0.7316) loss 1340.9385 (1311.6233) grad_norm 182.2883 (221.0412) embed_mse 1339.8328 (1310.5375) mask_bce 0.2704 (0.2435) mask_dice 0.8354 (0.8422) mem 21941MB +[2025-12-25 05:17:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][510/1573] eta 0:12:52 lr 0.000017 time 0.4200 (0.7264) loss 1326.0986 (1311.4219) grad_norm 162.6143 (220.1138) embed_mse 1325.0093 (1310.3362) mask_bce 0.2445 (0.2433) mask_dice 0.8449 (0.8423) mem 21941MB +[2025-12-25 05:17:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][520/1573] eta 0:12:44 lr 0.000017 time 2.2996 (0.7256) loss 1300.5337 (1311.8089) grad_norm 308.8546 (221.4551) embed_mse 1299.4442 (1310.7233) mask_bce 0.2550 (0.2433) mask_dice 0.8345 (0.8423) mem 21941MB +[2025-12-25 05:17:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][530/1573] eta 0:12:37 lr 0.000017 time 0.4246 (0.7263) loss 1398.1565 (1312.3765) grad_norm 183.4305 (220.8789) embed_mse 1397.0804 (1311.2912) mask_bce 0.2209 (0.2430) mask_dice 0.8553 (0.8423) mem 21941MB +[2025-12-25 05:17:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][540/1573] eta 0:12:38 lr 0.000017 time 3.6836 (0.7341) loss 1279.0463 (1312.3410) grad_norm 203.1774 (220.6147) embed_mse 1277.9777 (1311.2557) mask_bce 0.2346 (0.2429) mask_dice 0.8340 (0.8423) mem 21941MB +[2025-12-25 05:17:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][550/1573] eta 0:12:28 lr 0.000017 time 0.4162 (0.7320) loss 1353.1072 (1312.3367) grad_norm 210.3536 (220.4638) embed_mse 1352.0321 (1311.2516) mask_bce 0.2239 (0.2428) mask_dice 0.8510 (0.8423) mem 21941MB +[2025-12-25 05:18:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][560/1573] eta 0:12:21 lr 0.000017 time 0.4243 (0.7319) loss 1265.2509 (1312.1099) grad_norm 196.4216 (219.7724) embed_mse 1264.1827 (1311.0250) mask_bce 0.1919 (0.2425) mask_dice 0.8762 (0.8424) mem 21941MB +[2025-12-25 05:18:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][570/1573] eta 0:12:20 lr 0.000017 time 0.4497 (0.7383) loss 1320.4199 (1312.0150) grad_norm 174.6263 (219.1365) embed_mse 1319.3420 (1310.9301) mask_bce 0.2228 (0.2426) mask_dice 0.8551 (0.8423) mem 21941MB +[2025-12-25 05:18:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][580/1573] eta 0:12:13 lr 0.000017 time 3.8722 (0.7391) loss 1397.1938 (1312.3162) grad_norm 213.8524 (219.0631) embed_mse 1396.0751 (1311.2313) mask_bce 0.2701 (0.2425) mask_dice 0.8487 (0.8424) mem 21941MB +[2025-12-25 05:18:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][590/1573] eta 0:12:11 lr 0.000017 time 0.4307 (0.7440) loss 1368.1940 (1312.5790) grad_norm 331.0909 (220.5977) embed_mse 1367.1237 (1311.4941) mask_bce 0.2362 (0.2425) mask_dice 0.8341 (0.8424) mem 21941MB +[2025-12-25 05:18:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][600/1573] eta 0:12:02 lr 0.000017 time 0.4493 (0.7422) loss 1286.3243 (1312.5668) grad_norm 176.4303 (220.0322) embed_mse 1285.2396 (1311.4819) mask_bce 0.2245 (0.2426) mask_dice 0.8602 (0.8423) mem 21941MB +[2025-12-25 05:18:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][610/1573] eta 0:11:52 lr 0.000017 time 0.4262 (0.7400) loss 1335.4030 (1312.1690) grad_norm 235.9474 (220.2416) embed_mse 1334.3452 (1311.0841) mask_bce 0.2053 (0.2426) mask_dice 0.8524 (0.8422) mem 21941MB +[2025-12-25 05:18:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][620/1573] eta 0:11:42 lr 0.000017 time 0.4871 (0.7372) loss 1318.8416 (1312.1059) grad_norm 325.9411 (221.6143) embed_mse 1317.7771 (1311.0211) mask_bce 0.2134 (0.2425) mask_dice 0.8511 (0.8423) mem 21941MB +[2025-12-25 05:18:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][630/1573] eta 0:11:34 lr 0.000017 time 0.9123 (0.7361) loss 1291.5529 (1312.1077) grad_norm 186.3480 (221.1622) embed_mse 1290.4579 (1311.0225) mask_bce 0.2661 (0.2429) mask_dice 0.8288 (0.8423) mem 21941MB +[2025-12-25 05:19:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][640/1573] eta 0:11:25 lr 0.000017 time 0.4251 (0.7344) loss 1238.8164 (1311.9683) grad_norm 157.4078 (220.0038) embed_mse 1237.7802 (1310.8833) mask_bce 0.1835 (0.2427) mask_dice 0.8528 (0.8423) mem 21941MB +[2025-12-25 05:19:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][650/1573] eta 0:11:22 lr 0.000017 time 0.4230 (0.7395) loss 1276.4824 (1311.4617) grad_norm 234.8281 (220.1868) embed_mse 1275.4135 (1310.3768) mask_bce 0.2247 (0.2426) mask_dice 0.8442 (0.8423) mem 21941MB +[2025-12-25 05:19:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][660/1573] eta 0:11:15 lr 0.000017 time 0.4214 (0.7395) loss 1367.4725 (1311.5964) grad_norm 383.0936 (222.1735) embed_mse 1366.3187 (1310.5114) mask_bce 0.2720 (0.2426) mask_dice 0.8818 (0.8423) mem 21941MB +[2025-12-25 05:19:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][670/1573] eta 0:11:04 lr 0.000017 time 0.6740 (0.7354) loss 1242.7174 (1311.4877) grad_norm 239.1423 (222.3779) embed_mse 1241.6040 (1310.4029) mask_bce 0.2820 (0.2425) mask_dice 0.8315 (0.8424) mem 21941MB +[2025-12-25 05:19:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][680/1573] eta 0:10:59 lr 0.000017 time 0.4683 (0.7386) loss 1305.4091 (1311.8663) grad_norm 250.3811 (223.0454) embed_mse 1304.3063 (1310.7813) mask_bce 0.2588 (0.2426) mask_dice 0.8440 (0.8424) mem 21941MB +[2025-12-25 05:19:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][690/1573] eta 0:10:56 lr 0.000017 time 0.4292 (0.7432) loss 1342.4514 (1311.9794) grad_norm 304.6049 (223.9937) embed_mse 1341.3539 (1310.8945) mask_bce 0.2460 (0.2427) mask_dice 0.8516 (0.8423) mem 21941MB +[2025-12-25 05:19:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][700/1573] eta 0:10:45 lr 0.000017 time 0.4215 (0.7390) loss 1314.4678 (1311.7854) grad_norm 257.7010 (224.3812) embed_mse 1313.3752 (1310.7004) mask_bce 0.2827 (0.2427) mask_dice 0.8098 (0.8422) mem 21941MB +[2025-12-25 05:19:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][710/1573] eta 0:10:36 lr 0.000017 time 0.4284 (0.7378) loss 1281.0891 (1311.7726) grad_norm 235.7586 (224.5105) embed_mse 1279.9198 (1310.6874) mask_bce 0.3092 (0.2430) mask_dice 0.8602 (0.8422) mem 21941MB +[2025-12-25 05:20:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][720/1573] eta 0:10:31 lr 0.000017 time 1.4272 (0.7401) loss 1382.7140 (1312.0696) grad_norm 191.2390 (223.4881) embed_mse 1381.6396 (1310.9846) mask_bce 0.2288 (0.2428) mask_dice 0.8454 (0.8423) mem 21941MB +[2025-12-25 05:20:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][730/1573] eta 0:10:20 lr 0.000017 time 0.4377 (0.7365) loss 1271.6105 (1312.0196) grad_norm 193.1701 (223.1549) embed_mse 1270.5367 (1310.9347) mask_bce 0.2622 (0.2428) mask_dice 0.8116 (0.8422) mem 21941MB +[2025-12-25 05:20:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][740/1573] eta 0:10:10 lr 0.000017 time 0.4220 (0.7324) loss 1368.1948 (1312.3580) grad_norm 231.7384 (223.2482) embed_mse 1367.1245 (1311.2730) mask_bce 0.2414 (0.2428) mask_dice 0.8290 (0.8422) mem 21941MB +[2025-12-25 05:20:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][750/1573] eta 0:10:04 lr 0.000017 time 0.4261 (0.7344) loss 1322.2163 (1312.1692) grad_norm 230.3380 (223.3244) embed_mse 1321.1281 (1311.0843) mask_bce 0.2509 (0.2428) mask_dice 0.8374 (0.8421) mem 21941MB +[2025-12-25 05:20:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][760/1573] eta 0:09:54 lr 0.000017 time 0.4241 (0.7313) loss 1289.8591 (1312.1510) grad_norm 281.6167 (223.4854) embed_mse 1288.7690 (1311.0661) mask_bce 0.2652 (0.2428) mask_dice 0.8249 (0.8421) mem 21941MB +[2025-12-25 05:20:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][770/1573] eta 0:09:49 lr 0.000017 time 1.9117 (0.7339) loss 1264.3641 (1312.0650) grad_norm 363.5710 (224.9446) embed_mse 1263.2979 (1310.9801) mask_bce 0.2261 (0.2429) mask_dice 0.8402 (0.8420) mem 21941MB +[2025-12-25 05:20:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][780/1573] eta 0:09:44 lr 0.000017 time 0.4199 (0.7372) loss 1284.1165 (1311.9207) grad_norm 199.4953 (224.6823) embed_mse 1283.0332 (1310.8359) mask_bce 0.2552 (0.2427) mask_dice 0.8282 (0.8420) mem 21941MB +[2025-12-25 05:20:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][790/1573] eta 0:09:36 lr 0.000017 time 0.4271 (0.7364) loss 1342.6243 (1311.9717) grad_norm 255.5186 (224.9969) embed_mse 1341.5281 (1310.8869) mask_bce 0.2626 (0.2428) mask_dice 0.8336 (0.8420) mem 21941MB +[2025-12-25 05:20:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][800/1573] eta 0:09:27 lr 0.000017 time 0.4274 (0.7338) loss 1281.7174 (1312.0311) grad_norm 223.8712 (224.7829) embed_mse 1280.6283 (1310.9464) mask_bce 0.2381 (0.2427) mask_dice 0.8510 (0.8420) mem 21941MB +[2025-12-25 05:21:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][810/1573] eta 0:09:17 lr 0.000017 time 0.4259 (0.7301) loss 1288.4426 (1312.1294) grad_norm 182.5054 (224.3643) embed_mse 1287.3647 (1311.0447) mask_bce 0.2375 (0.2429) mask_dice 0.8403 (0.8418) mem 21941MB +[2025-12-25 05:21:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][820/1573] eta 0:09:09 lr 0.000017 time 0.4258 (0.7296) loss 1277.2673 (1312.1019) grad_norm 149.8527 (223.6338) embed_mse 1276.1617 (1311.0169) mask_bce 0.2690 (0.2432) mask_dice 0.8367 (0.8418) mem 21941MB +[2025-12-25 05:21:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][830/1573] eta 0:09:02 lr 0.000017 time 0.4373 (0.7303) loss 1286.8508 (1312.0335) grad_norm 180.1541 (223.2117) embed_mse 1285.7930 (1310.9485) mask_bce 0.2086 (0.2432) mask_dice 0.8492 (0.8418) mem 21941MB +[2025-12-25 05:21:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][840/1573] eta 0:08:58 lr 0.000017 time 0.4250 (0.7352) loss 1303.2338 (1312.0478) grad_norm 239.7622 (223.3508) embed_mse 1302.1661 (1310.9628) mask_bce 0.2151 (0.2432) mask_dice 0.8525 (0.8418) mem 21941MB +[2025-12-25 05:21:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][850/1573] eta 0:08:50 lr 0.000016 time 0.4199 (0.7341) loss 1304.0468 (1312.1123) grad_norm 275.3105 (223.8410) embed_mse 1302.9510 (1311.0273) mask_bce 0.2794 (0.2432) mask_dice 0.8164 (0.8418) mem 21941MB +[2025-12-25 05:21:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][860/1573] eta 0:08:45 lr 0.000016 time 3.8114 (0.7377) loss 1394.0725 (1312.2389) grad_norm 328.1624 (224.8159) embed_mse 1393.0026 (1311.1540) mask_bce 0.2248 (0.2431) mask_dice 0.8451 (0.8418) mem 21941MB +[2025-12-25 05:21:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][870/1573] eta 0:08:38 lr 0.000016 time 0.4180 (0.7376) loss 1267.8285 (1312.2595) grad_norm 166.4811 (224.2758) embed_mse 1266.7465 (1311.1746) mask_bce 0.2535 (0.2431) mask_dice 0.8286 (0.8418) mem 21941MB +[2025-12-25 05:21:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][880/1573] eta 0:08:29 lr 0.000016 time 0.4182 (0.7356) loss 1251.4202 (1312.0852) grad_norm 277.0087 (224.2720) embed_mse 1250.3469 (1311.0005) mask_bce 0.2453 (0.2430) mask_dice 0.8279 (0.8418) mem 21941MB +[2025-12-25 05:22:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][890/1573] eta 0:08:23 lr 0.000016 time 0.4206 (0.7366) loss 1375.5393 (1312.1895) grad_norm 203.2553 (224.0827) embed_mse 1374.4674 (1311.1046) mask_bce 0.2185 (0.2431) mask_dice 0.8534 (0.8417) mem 21941MB +[2025-12-25 05:22:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][900/1573] eta 0:08:17 lr 0.000016 time 0.4241 (0.7396) loss 1249.3317 (1311.9922) grad_norm 230.3203 (224.1384) embed_mse 1248.2756 (1310.9071) mask_bce 0.2069 (0.2435) mask_dice 0.8491 (0.8417) mem 21941MB +[2025-12-25 05:22:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][910/1573] eta 0:08:10 lr 0.000016 time 0.4230 (0.7391) loss 1279.8159 (1311.9182) grad_norm 216.8487 (224.0738) embed_mse 1278.7518 (1310.8330) mask_bce 0.2148 (0.2434) mask_dice 0.8492 (0.8418) mem 21941MB +[2025-12-25 05:22:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][920/1573] eta 0:08:04 lr 0.000016 time 0.4209 (0.7425) loss 1316.2441 (1312.0296) grad_norm 215.6562 (224.8534) embed_mse 1315.1981 (1310.9441) mask_bce 0.1929 (0.2438) mask_dice 0.8531 (0.8418) mem 21941MB +[2025-12-25 05:22:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][930/1573] eta 0:07:57 lr 0.000016 time 0.4300 (0.7432) loss 1261.4696 (1311.9101) grad_norm 207.3436 (224.7025) embed_mse 1260.4048 (1310.8244) mask_bce 0.2131 (0.2439) mask_dice 0.8517 (0.8418) mem 21941MB +[2025-12-25 05:22:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][940/1573] eta 0:07:48 lr 0.000016 time 0.4205 (0.7399) loss 1299.3130 (1311.8552) grad_norm 223.3601 (224.6910) embed_mse 1298.2238 (1310.7696) mask_bce 0.2548 (0.2439) mask_dice 0.8344 (0.8417) mem 21941MB +[2025-12-25 05:22:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][950/1573] eta 0:07:38 lr 0.000016 time 0.4241 (0.7366) loss 1279.7909 (1311.7664) grad_norm 167.8400 (224.2092) embed_mse 1278.7069 (1310.6808) mask_bce 0.2379 (0.2438) mask_dice 0.8460 (0.8418) mem 21941MB +[2025-12-25 05:22:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][960/1573] eta 0:07:30 lr 0.000016 time 0.4331 (0.7347) loss 1315.3369 (1311.8772) grad_norm 230.6160 (223.8136) embed_mse 1314.2533 (1310.7915) mask_bce 0.2409 (0.2439) mask_dice 0.8428 (0.8417) mem 21941MB +[2025-12-25 05:23:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][970/1573] eta 0:07:23 lr 0.000016 time 0.4212 (0.7351) loss 1345.7659 (1311.9344) grad_norm 219.7904 (223.7803) embed_mse 1344.6760 (1310.8488) mask_bce 0.2528 (0.2440) mask_dice 0.8371 (0.8416) mem 21941MB +[2025-12-25 05:23:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][980/1573] eta 0:07:17 lr 0.000016 time 2.4569 (0.7382) loss 1237.2188 (1311.8197) grad_norm 196.3195 (223.5553) embed_mse 1236.1415 (1310.7342) mask_bce 0.2376 (0.2439) mask_dice 0.8397 (0.8416) mem 21941MB +[2025-12-25 05:23:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][990/1573] eta 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mask_bce 0.2239 (0.2438) mask_dice 0.8505 (0.8415) mem 21941MB +[2025-12-25 05:24:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1060/1573] eta 0:06:19 lr 0.000016 time 0.4223 (0.7389) loss 1331.9908 (1311.8816) grad_norm 200.2961 (222.1575) embed_mse 1330.9004 (1310.7962) mask_bce 0.2672 (0.2439) mask_dice 0.8232 (0.8414) mem 21941MB +[2025-12-25 05:24:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1070/1573] eta 0:06:10 lr 0.000016 time 0.4215 (0.7367) loss 1299.0632 (1311.9486) grad_norm 348.9632 (223.1109) embed_mse 1297.9685 (1310.8630) mask_bce 0.2454 (0.2441) mask_dice 0.8494 (0.8415) mem 21941MB +[2025-12-25 05:24:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1080/1573] eta 0:06:04 lr 0.000016 time 0.4232 (0.7391) loss 1359.2844 (1311.9086) grad_norm 184.5347 (222.4588) embed_mse 1358.2078 (1310.8232) mask_bce 0.2311 (0.2440) mask_dice 0.8455 (0.8414) mem 21941MB +[2025-12-25 05:24:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1090/1573] eta 0:05:56 lr 0.000016 time 0.4298 (0.7390) loss 1335.6178 (1312.1123) grad_norm 184.0267 (222.1762) embed_mse 1334.5295 (1311.0268) mask_bce 0.2282 (0.2440) mask_dice 0.8600 (0.8415) mem 21941MB +[2025-12-25 05:24:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1100/1573] eta 0:05:48 lr 0.000016 time 0.4319 (0.7366) loss 1305.6831 (1312.0520) grad_norm 268.4043 (222.5137) embed_mse 1304.6190 (1310.9666) mask_bce 0.2106 (0.2440) mask_dice 0.8535 (0.8414) mem 21941MB +[2025-12-25 05:24:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1110/1573] eta 0:05:42 lr 0.000016 time 0.4247 (0.7394) loss 1343.1394 (1311.9757) grad_norm 239.7491 (222.6386) embed_mse 1342.0656 (1310.8902) mask_bce 0.2405 (0.2441) mask_dice 0.8333 (0.8414) mem 21941MB +[2025-12-25 05:24:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1120/1573] eta 0:05:34 lr 0.000016 time 0.4433 (0.7378) loss 1285.7603 (1312.0655) grad_norm 294.8897 (223.6103) embed_mse 1284.6997 (1310.9801) mask_bce 0.2204 (0.2440) mask_dice 0.8401 (0.8414) mem 21941MB +[2025-12-25 05:25:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1130/1573] eta 0:05:26 lr 0.000016 time 0.4278 (0.7365) loss 1277.5974 (1312.2134) grad_norm 207.4311 (223.4955) embed_mse 1276.5249 (1311.1278) mask_bce 0.2321 (0.2442) mask_dice 0.8405 (0.8414) mem 21941MB +[2025-12-25 05:25:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1140/1573] eta 0:05:19 lr 0.000016 time 0.4273 (0.7376) loss 1266.8538 (1312.1939) grad_norm 338.7054 (224.3069) embed_mse 1265.8073 (1311.1085) mask_bce 0.2111 (0.2439) mask_dice 0.8355 (0.8414) mem 21941MB +[2025-12-25 05:25:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1150/1573] eta 0:05:14 lr 0.000016 time 4.6221 (0.7438) loss 1294.1682 (1312.1174) grad_norm 194.0358 (224.0952) embed_mse 1293.0253 (1311.0320) mask_bce 0.2721 (0.2440) mask_dice 0.8709 (0.8415) mem 21941MB +[2025-12-25 05:25:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1160/1573] eta 0:05:07 lr 0.000016 time 0.4517 (0.7434) loss 1323.4098 (1312.0377) grad_norm 316.2161 (224.5396) embed_mse 1322.3138 (1310.9523) mask_bce 0.2567 (0.2439) mask_dice 0.8392 (0.8415) mem 21941MB +[2025-12-25 05:25:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1170/1573] eta 0:04:59 lr 0.000016 time 0.4266 (0.7430) loss 1270.3525 (1311.9056) grad_norm 200.7296 (224.3765) embed_mse 1269.2637 (1310.8203) mask_bce 0.2521 (0.2440) mask_dice 0.8368 (0.8414) mem 21941MB +[2025-12-25 05:25:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1180/1573] eta 0:04:51 lr 0.000016 time 0.4466 (0.7416) loss 1344.5182 (1311.8343) grad_norm 195.3820 (224.1793) embed_mse 1343.4026 (1310.7490) mask_bce 0.3016 (0.2440) mask_dice 0.8140 (0.8414) mem 21941MB +[2025-12-25 05:25:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1190/1573] eta 0:04:43 lr 0.000016 time 0.4231 (0.7400) loss 1242.8645 (1311.7882) grad_norm 215.0168 (224.1174) embed_mse 1241.7665 (1310.7029) mask_bce 0.2827 (0.2440) mask_dice 0.8154 (0.8413) mem 21941MB +[2025-12-25 05:26:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1200/1573] eta 0:04:37 lr 0.000016 time 0.4206 (0.7435) loss 1346.5686 (1311.9691) grad_norm 331.0793 (224.8977) embed_mse 1345.4648 (1310.8838) mask_bce 0.2589 (0.2439) mask_dice 0.8448 (0.8413) mem 21941MB +[2025-12-25 05:26:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1210/1573] eta 0:04:28 lr 0.000016 time 0.4209 (0.7408) loss 1255.2058 (1312.1064) grad_norm 212.1523 (224.8133) embed_mse 1254.1509 (1311.0212) mask_bce 0.2244 (0.2438) mask_dice 0.8305 (0.8414) mem 21941MB +[2025-12-25 05:26:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1220/1573] eta 0:04:22 lr 0.000016 time 5.8426 (0.7428) loss 1261.0548 (1311.9877) grad_norm 401.9520 (225.9787) embed_mse 1259.9960 (1310.9026) mask_bce 0.2031 (0.2437) mask_dice 0.8557 (0.8414) mem 21941MB +[2025-12-25 05:26:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1230/1573] eta 0:04:15 lr 0.000016 time 0.4253 (0.7435) loss 1325.3326 (1312.1453) grad_norm 288.5064 (226.3874) embed_mse 1324.2573 (1311.0602) mask_bce 0.2452 (0.2438) mask_dice 0.8302 (0.8414) mem 21941MB +[2025-12-25 05:26:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1240/1573] eta 0:04:07 lr 0.000016 time 0.4285 (0.7446) loss 1335.2759 (1312.3952) grad_norm 218.7894 (226.4745) embed_mse 1334.1923 (1311.3098) mask_bce 0.2494 (0.2440) mask_dice 0.8342 (0.8413) mem 21941MB +[2025-12-25 05:26:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1250/1573] eta 0:03:59 lr 0.000016 time 0.4241 (0.7429) loss 1347.4764 (1312.4936) grad_norm 271.1323 (226.7607) embed_mse 1346.3617 (1311.4083) mask_bce 0.2899 (0.2439) mask_dice 0.8249 (0.8414) mem 21941MB +[2025-12-25 05:26:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1260/1573] eta 0:03:52 lr 0.000016 time 3.9613 (0.7438) loss 1239.3011 (1312.5538) grad_norm 176.3628 (226.4397) embed_mse 1238.2356 (1311.4686) mask_bce 0.2124 (0.2438) mask_dice 0.8532 (0.8414) mem 21941MB +[2025-12-25 05:26:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1270/1573] eta 0:03:45 lr 0.000016 time 0.4293 (0.7453) loss 1345.2777 (1312.7223) grad_norm 210.3554 (226.3380) embed_mse 1344.1809 (1311.6371) mask_bce 0.2594 (0.2439) mask_dice 0.8374 (0.8414) mem 21941MB +[2025-12-25 05:27:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1280/1573] eta 0:03:38 lr 0.000016 time 0.4244 (0.7443) loss 1329.6132 (1312.5989) grad_norm 165.5440 (225.8743) embed_mse 1328.5736 (1311.5137) mask_bce 0.1733 (0.2438) mask_dice 0.8663 (0.8414) mem 21941MB +[2025-12-25 05:27:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1290/1573] eta 0:03:30 lr 0.000016 time 0.4236 (0.7433) loss 1282.9913 (1312.3568) grad_norm 395.0202 (226.9249) embed_mse 1281.7704 (1311.2716) mask_bce 0.3686 (0.2438) mask_dice 0.8523 (0.8414) mem 21941MB +[2025-12-25 05:27:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1300/1573] eta 0:03:22 lr 0.000016 time 0.4442 (0.7410) loss 1309.2196 (1312.3207) grad_norm 258.7572 (227.1214) embed_mse 1308.1165 (1311.2355) mask_bce 0.2572 (0.2439) mask_dice 0.8459 (0.8414) mem 21941MB +[2025-12-25 05:27:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1310/1573] eta 0:03:15 lr 0.000016 time 0.4371 (0.7432) loss 1344.5715 (1312.4108) grad_norm 308.2678 (227.6193) embed_mse 1343.5175 (1311.3256) mask_bce 0.2102 (0.2437) mask_dice 0.8439 (0.8414) mem 21941MB +[2025-12-25 05:27:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1320/1573] eta 0:03:07 lr 0.000016 time 0.4317 (0.7417) loss 1284.4451 (1312.3224) grad_norm 209.6590 (228.1567) embed_mse 1283.3584 (1311.2374) mask_bce 0.2453 (0.2436) mask_dice 0.8413 (0.8415) mem 21941MB +[2025-12-25 05:27:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1330/1573] eta 0:03:01 lr 0.000016 time 0.4605 (0.7449) loss 1290.6704 (1312.2736) grad_norm 214.0182 (228.0716) embed_mse 1289.5580 (1311.1884) mask_bce 0.2994 (0.2437) mask_dice 0.8130 (0.8415) mem 21941MB +[2025-12-25 05:27:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1340/1573] eta 0:02:53 lr 0.000016 time 1.5249 (0.7434) loss 1275.2186 (1312.2480) grad_norm 290.1977 (228.4436) embed_mse 1274.1594 (1311.1628) mask_bce 0.2336 (0.2437) mask_dice 0.8257 (0.8414) mem 21941MB +[2025-12-25 05:27:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1350/1573] eta 0:02:45 lr 0.000016 time 0.4196 (0.7414) loss 1336.1793 (1312.3040) grad_norm 237.3768 (228.4968) embed_mse 1335.0764 (1311.2188) mask_bce 0.2722 (0.2438) mask_dice 0.8307 (0.8415) mem 21941MB +[2025-12-25 05:27:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1360/1573] eta 0:02:37 lr 0.000016 time 0.4212 (0.7410) loss 1274.9666 (1312.3092) grad_norm 343.5247 (229.0441) embed_mse 1273.8906 (1311.2241) mask_bce 0.2402 (0.2437) mask_dice 0.8357 (0.8414) mem 21941MB +[2025-12-25 05:28:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1370/1573] eta 0:02:30 lr 0.000016 time 0.4191 (0.7410) loss 1331.3281 (1312.4108) grad_norm 137.2704 (228.5074) embed_mse 1330.2322 (1311.3257) mask_bce 0.2576 (0.2438) mask_dice 0.8384 (0.8414) mem 21941MB +[2025-12-25 05:28:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1380/1573] eta 0:02:22 lr 0.000016 time 0.4286 (0.7400) loss 1283.9896 (1312.5004) grad_norm 184.8327 (228.2534) embed_mse 1282.8252 (1311.4153) mask_bce 0.3212 (0.2438) mask_dice 0.8433 (0.8414) mem 21941MB +[2025-12-25 05:28:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1390/1573] eta 0:02:15 lr 0.000016 time 0.4208 (0.7393) loss 1328.7241 (1312.5179) grad_norm 183.7518 (227.9962) embed_mse 1327.6116 (1311.4327) mask_bce 0.2628 (0.2438) mask_dice 0.8498 (0.8414) mem 21941MB +[2025-12-25 05:28:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1400/1573] eta 0:02:08 lr 0.000016 time 0.4258 (0.7403) loss 1266.8644 (1312.4293) grad_norm 344.2188 (228.4966) embed_mse 1265.8276 (1311.3442) mask_bce 0.1775 (0.2437) mask_dice 0.8592 (0.8414) mem 21941MB +[2025-12-25 05:28:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1410/1573] eta 0:02:00 lr 0.000016 time 0.4231 (0.7392) loss 1275.6643 (1312.2202) grad_norm 230.5247 (228.5081) embed_mse 1274.5909 (1311.1352) mask_bce 0.2112 (0.2436) mask_dice 0.8622 (0.8414) mem 21941MB +[2025-12-25 05:28:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1420/1573] eta 0:01:53 lr 0.000016 time 3.8493 (0.7394) loss 1269.8672 (1312.1671) grad_norm 224.6908 (228.4866) embed_mse 1268.7910 (1311.0823) mask_bce 0.2310 (0.2435) mask_dice 0.8451 (0.8414) mem 21941MB +[2025-12-25 05:28:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1430/1573] eta 0:01:45 lr 0.000016 time 0.4232 (0.7382) loss 1263.5165 (1312.1028) grad_norm 220.0191 (228.4390) embed_mse 1262.4590 (1311.0179) mask_bce 0.2218 (0.2435) mask_dice 0.8357 (0.8414) mem 21941MB +[2025-12-25 05:28:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1440/1573] eta 0:01:37 lr 0.000016 time 0.4221 (0.7360) loss 1292.0015 (1312.1426) grad_norm 207.4348 (228.0596) embed_mse 1290.9248 (1311.0578) mask_bce 0.2494 (0.2435) mask_dice 0.8273 (0.8414) mem 21941MB +[2025-12-25 05:28:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1450/1573] eta 0:01:30 lr 0.000016 time 0.4304 (0.7339) loss 1342.0100 (1312.1316) grad_norm 229.5559 (228.0678) embed_mse 1340.9277 (1311.0467) mask_bce 0.2443 (0.2436) mask_dice 0.8379 (0.8414) mem 21941MB +[2025-12-25 05:29:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1460/1573] eta 0:01:22 lr 0.000016 time 0.4498 (0.7334) loss 1311.4310 (1312.0950) grad_norm 238.5779 (228.1256) embed_mse 1310.3547 (1311.0100) mask_bce 0.2219 (0.2436) mask_dice 0.8544 (0.8414) mem 21941MB +[2025-12-25 05:29:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1470/1573] eta 0:01:15 lr 0.000016 time 0.4163 (0.7338) loss 1312.9838 (1312.1318) grad_norm 179.4776 (227.8597) embed_mse 1311.8927 (1311.0469) mask_bce 0.2203 (0.2435) mask_dice 0.8708 (0.8414) mem 21941MB +[2025-12-25 05:29:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1480/1573] eta 0:01:08 lr 0.000016 time 0.4231 (0.7371) loss 1307.2366 (1312.0485) grad_norm 180.8293 (227.4110) embed_mse 1306.1619 (1310.9635) mask_bce 0.2127 (0.2436) mask_dice 0.8620 (0.8414) mem 21941MB +[2025-12-25 05:29:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1490/1573] eta 0:01:01 lr 0.000016 time 0.4213 (0.7379) loss 1297.1630 (1312.0154) grad_norm 189.8356 (227.2089) embed_mse 1296.0923 (1310.9304) mask_bce 0.2159 (0.2435) mask_dice 0.8547 (0.8415) mem 21941MB +[2025-12-25 05:29:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1500/1573] eta 0:00:53 lr 0.000016 time 0.4216 (0.7365) loss 1275.3842 (1311.8719) grad_norm 138.0053 (226.7319) embed_mse 1274.3108 (1310.7870) mask_bce 0.2254 (0.2434) mask_dice 0.8480 (0.8415) mem 21941MB +[2025-12-25 05:29:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1510/1573] eta 0:00:46 lr 0.000015 time 0.4198 (0.7368) loss 1332.1553 (1311.8264) grad_norm 175.3239 (226.4585) embed_mse 1331.0934 (1310.7415) mask_bce 0.2223 (0.2434) mask_dice 0.8396 (0.8414) mem 21941MB +[2025-12-25 05:29:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1520/1573] eta 0:00:39 lr 0.000015 time 1.3971 (0.7391) loss 1325.5511 (1311.7731) grad_norm 153.0398 (225.9245) embed_mse 1324.4609 (1310.6883) mask_bce 0.2728 (0.2434) mask_dice 0.8174 (0.8414) mem 21941MB +[2025-12-25 05:29:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1530/1573] eta 0:00:31 lr 0.000015 time 0.4446 (0.7371) loss 1259.2429 (1311.7583) grad_norm 180.3120 (225.6857) embed_mse 1258.1344 (1310.6735) mask_bce 0.2573 (0.2434) mask_dice 0.8512 (0.8414) mem 21941MB +[2025-12-25 05:30:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1540/1573] eta 0:00:24 lr 0.000015 time 0.4173 (0.7351) loss 1347.3458 (1311.7224) grad_norm 171.5002 (225.4035) embed_mse 1346.2595 (1310.6377) mask_bce 0.2421 (0.2433) mask_dice 0.8442 (0.8415) mem 21941MB +[2025-12-25 05:30:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1550/1573] eta 0:00:16 lr 0.000015 time 0.4160 (0.7343) loss 1292.2213 (1311.3890) grad_norm 169.6084 (225.1144) embed_mse 1291.1256 (1310.3043) mask_bce 0.2755 (0.2433) mask_dice 0.8202 (0.8414) mem 21941MB +[2025-12-25 05:30:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1560/1573] eta 0:00:09 lr 0.000015 time 0.4161 (0.7351) loss 1358.1038 (1311.4799) grad_norm 181.7821 (225.4099) embed_mse 1356.9707 (1310.3953) mask_bce 0.2949 (0.2432) mask_dice 0.8383 (0.8415) mem 21941MB +[2025-12-25 05:30:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [18/30][1570/1573] eta 0:00:02 lr 0.000015 time 0.4167 (0.7340) loss 1325.5717 (1311.4745) grad_norm 210.6681 (225.3347) embed_mse 1324.5123 (1310.3899) mask_bce 0.2327 (0.2432) mask_dice 0.8266 (0.8414) mem 21941MB +[2025-12-25 05:30:25 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 18 training takes 0:19:14 +[2025-12-25 05:30:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][0/1573] eta 2:47:09 lr 0.000015 time 6.3761 (6.3761) loss 1312.8878 (1312.8878) grad_norm 0.0000 (0.0000) embed_mse 1311.8051 (1311.8051) mask_bce 0.2615 (0.2615) mask_dice 0.8213 (0.8213) mem 21941MB +[2025-12-25 05:30:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][10/1573] eta 0:33:35 lr 0.000015 time 0.4267 (1.2897) loss 1281.8914 (1307.8354) grad_norm 372.9943 (372.9943) embed_mse 1280.8295 (1306.7483) mask_bce 0.2233 (0.2512) mask_dice 0.8387 (0.8359) mem 21941MB +[2025-12-25 05:30:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][20/1573] eta 0:23:56 lr 0.000015 time 0.4279 (0.9252) loss 1297.4148 (1320.0927) grad_norm 192.5458 (282.7701) embed_mse 1296.3542 (1319.0064) mask_bce 0.2200 (0.2506) mask_dice 0.8406 (0.8358) mem 21941MB +[2025-12-25 05:30:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][30/1573] eta 0:20:27 lr 0.000015 time 0.4207 (0.7957) loss 1349.8344 (1321.1552) grad_norm 168.7771 (244.7724) embed_mse 1348.7490 (1320.0666) mask_bce 0.2707 (0.2531) mask_dice 0.8146 (0.8355) mem 21941MB +[2025-12-25 05:30:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][40/1573] eta 0:20:23 lr 0.000015 time 2.7041 (0.7978) loss 1267.1871 (1316.9694) grad_norm 261.5341 (248.9187) embed_mse 1266.0900 (1315.8791) mask_bce 0.2795 (0.2532) mask_dice 0.8177 (0.8371) mem 21941MB +[2025-12-25 05:31:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][50/1573] eta 0:18:42 lr 0.000015 time 0.4322 (0.7372) loss 1265.2517 (1313.0910) grad_norm 208.7943 (242.2313) embed_mse 1264.1766 (1312.0033) mask_bce 0.2365 (0.2511) mask_dice 0.8386 (0.8366) mem 21941MB +[2025-12-25 05:31:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][60/1573] eta 0:18:21 lr 0.000015 time 1.8310 (0.7282) loss 1308.4301 (1312.9512) grad_norm 299.8105 (250.4569) embed_mse 1307.3141 (1311.8654) mask_bce 0.2941 (0.2478) mask_dice 0.8219 (0.8380) mem 21941MB +[2025-12-25 05:31:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][70/1573] eta 0:17:34 lr 0.000015 time 0.4259 (0.7013) loss 1343.8239 (1314.8167) grad_norm 147.1187 (237.5396) embed_mse 1342.7406 (1313.7305) mask_bce 0.2370 (0.2475) mask_dice 0.8462 (0.8387) mem 21941MB +[2025-12-25 05:31:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][80/1573] eta 0:17:38 lr 0.000015 time 0.4345 (0.7088) loss 1391.7203 (1315.7741) grad_norm 332.8430 (240.5964) embed_mse 1390.6107 (1314.6887) mask_bce 0.2675 (0.2466) mask_dice 0.8420 (0.8388) mem 21941MB +[2025-12-25 05:31:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][90/1573] eta 0:16:53 lr 0.000015 time 0.4302 (0.6836) loss 1323.7083 (1314.1642) grad_norm 362.0102 (251.6341) embed_mse 1322.5854 (1313.0784) mask_bce 0.2492 (0.2462) mask_dice 0.8736 (0.8397) mem 21941MB +[2025-12-25 05:31:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][100/1573] eta 0:16:20 lr 0.000015 time 0.4247 (0.6659) loss 1311.5408 (1312.4422) grad_norm 154.0843 (243.5049) embed_mse 1310.4552 (1311.3565) mask_bce 0.2474 (0.2470) mask_dice 0.8381 (0.8388) mem 21941MB +[2025-12-25 05:31:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][110/1573] eta 0:16:22 lr 0.000015 time 0.4235 (0.6718) loss 1321.4069 (1311.4858) grad_norm 163.7766 (237.3720) embed_mse 1320.3456 (1310.3996) mask_bce 0.2067 (0.2470) mask_dice 0.8546 (0.8393) mem 21941MB +[2025-12-25 05:31:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][120/1573] eta 0:15:50 lr 0.000015 time 0.4464 (0.6540) loss 1335.4668 (1312.3786) grad_norm 187.1084 (230.9251) embed_mse 1334.3916 (1311.2927) mask_bce 0.2346 (0.2465) mask_dice 0.8406 (0.8395) mem 21941MB +[2025-12-25 05:31:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][130/1573] eta 0:16:03 lr 0.000015 time 2.5798 (0.6676) loss 1400.6907 (1313.1157) grad_norm 204.4140 (229.2681) embed_mse 1399.5990 (1312.0305) mask_bce 0.2492 (0.2462) mask_dice 0.8424 (0.8391) mem 21941MB +[2025-12-25 05:32:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][140/1573] eta 0:16:17 lr 0.000015 time 0.4204 (0.6819) loss 1317.0767 (1313.0089) grad_norm 172.3984 (225.9229) embed_mse 1315.9926 (1311.9220) mask_bce 0.2313 (0.2477) mask_dice 0.8528 (0.8392) mem 21941MB +[2025-12-25 05:32:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][150/1573] eta 0:15:47 lr 0.000015 time 0.4190 (0.6660) loss 1363.0363 (1313.6545) grad_norm 262.4895 (227.9543) embed_mse 1361.9578 (1312.5677) mask_bce 0.2151 (0.2471) mask_dice 0.8635 (0.8398) mem 21941MB +[2025-12-25 05:32:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][160/1573] eta 0:15:19 lr 0.000015 time 0.4197 (0.6511) loss 1275.0779 (1312.4413) grad_norm 171.6609 (227.6143) embed_mse 1274.0122 (1311.3545) mask_bce 0.2267 (0.2469) mask_dice 0.8390 (0.8399) mem 21941MB +[2025-12-25 05:32:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][170/1573] eta 0:15:16 lr 0.000015 time 0.4242 (0.6533) loss 1215.8948 (1310.9978) grad_norm 190.1914 (225.8322) embed_mse 1214.8480 (1309.9115) mask_bce 0.1812 (0.2462) mask_dice 0.8655 (0.8402) mem 21941MB +[2025-12-25 05:32:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][180/1573] eta 0:15:25 lr 0.000015 time 0.4213 (0.6646) loss 1342.0781 (1311.0200) grad_norm 201.5709 (224.7294) embed_mse 1341.0037 (1309.9343) mask_bce 0.2345 (0.2456) mask_dice 0.8400 (0.8402) mem 21941MB +[2025-12-25 05:32:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][190/1573] eta 0:15:25 lr 0.000015 time 0.4248 (0.6693) loss 1320.0289 (1311.0878) grad_norm 183.6940 (222.9453) embed_mse 1318.9303 (1310.0022) mask_bce 0.2457 (0.2453) mask_dice 0.8529 (0.8403) mem 21941MB +[2025-12-25 05:32:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][200/1573] eta 0:15:07 lr 0.000015 time 0.4213 (0.6612) loss 1373.4574 (1311.3524) grad_norm 224.9056 (222.2969) embed_mse 1372.3293 (1310.2666) mask_bce 0.3188 (0.2457) mask_dice 0.8094 (0.8400) mem 21941MB +[2025-12-25 05:32:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][210/1573] eta 0:14:55 lr 0.000015 time 0.4208 (0.6569) loss 1310.5168 (1311.9598) grad_norm 192.7327 (221.1599) embed_mse 1309.4489 (1310.8729) mask_bce 0.2185 (0.2464) mask_dice 0.8495 (0.8405) mem 21941MB +[2025-12-25 05:32:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][220/1573] eta 0:15:01 lr 0.000015 time 0.4244 (0.6662) loss 1311.8577 (1312.8845) grad_norm 198.8344 (220.3330) embed_mse 1310.7841 (1311.7976) mask_bce 0.2462 (0.2463) mask_dice 0.8274 (0.8407) mem 21941MB +[2025-12-25 05:32:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][230/1573] eta 0:14:57 lr 0.000015 time 0.4411 (0.6684) loss 1353.8650 (1313.3903) grad_norm 203.4640 (219.7305) embed_mse 1352.7808 (1312.3032) mask_bce 0.2628 (0.2463) mask_dice 0.8214 (0.8409) mem 21941MB +[2025-12-25 05:33:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][240/1573] eta 0:14:53 lr 0.000015 time 0.4236 (0.6703) loss 1382.2333 (1313.3032) grad_norm 171.0941 (215.7598) embed_mse 1381.1427 (1312.2157) mask_bce 0.2463 (0.2467) mask_dice 0.8442 (0.8408) mem 21941MB +[2025-12-25 05:33:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][250/1573] eta 0:14:57 lr 0.000015 time 0.4309 (0.6783) loss 1262.8112 (1312.8099) grad_norm 164.3914 (214.1028) embed_mse 1261.7611 (1311.7227) mask_bce 0.2217 (0.2462) mask_dice 0.8284 (0.8410) mem 21941MB +[2025-12-25 05:33:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][260/1573] eta 0:14:38 lr 0.000015 time 0.4729 (0.6693) loss 1303.1387 (1312.2927) grad_norm 161.3205 (212.4533) embed_mse 1302.0338 (1311.2057) mask_bce 0.2529 (0.2458) mask_dice 0.8519 (0.8411) mem 21941MB +[2025-12-25 05:33:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][270/1573] eta 0:14:20 lr 0.000015 time 0.4216 (0.6607) loss 1279.2340 (1312.4181) grad_norm 209.7044 (212.3701) embed_mse 1278.1477 (1311.3312) mask_bce 0.2381 (0.2456) mask_dice 0.8483 (0.8413) mem 21941MB +[2025-12-25 05:33:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][280/1573] eta 0:14:23 lr 0.000015 time 0.4259 (0.6681) loss 1302.8108 (1312.6720) grad_norm 183.7676 (212.6968) embed_mse 1301.7814 (1311.5850) mask_bce 0.1739 (0.2453) mask_dice 0.8555 (0.8417) mem 21941MB +[2025-12-25 05:33:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][290/1573] eta 0:14:16 lr 0.000015 time 0.4366 (0.6673) loss 1394.2767 (1313.4007) grad_norm 179.7168 (211.7807) embed_mse 1393.2100 (1312.3140) mask_bce 0.1958 (0.2448) mask_dice 0.8710 (0.8420) mem 21941MB +[2025-12-25 05:33:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][300/1573] eta 0:14:10 lr 0.000015 time 0.4200 (0.6684) loss 1265.7993 (1312.9629) grad_norm 222.0844 (212.0592) embed_mse 1264.7445 (1311.8765) mask_bce 0.2027 (0.2445) mask_dice 0.8520 (0.8419) mem 21941MB +[2025-12-25 05:33:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][310/1573] eta 0:14:03 lr 0.000015 time 0.4215 (0.6681) loss 1260.4540 (1312.2403) grad_norm 255.2768 (213.1965) embed_mse 1259.3933 (1311.1538) mask_bce 0.2136 (0.2448) mask_dice 0.8470 (0.8416) mem 21941MB +[2025-12-25 05:33:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][320/1573] eta 0:13:57 lr 0.000015 time 0.4201 (0.6682) loss 1349.4011 (1312.2500) grad_norm 157.3491 (211.7980) embed_mse 1348.3441 (1311.1638) mask_bce 0.1734 (0.2446) mask_dice 0.8836 (0.8416) mem 21941MB +[2025-12-25 05:34:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][330/1573] eta 0:13:53 lr 0.000015 time 0.4912 (0.6705) loss 1294.9763 (1311.8426) grad_norm 185.4093 (211.1544) embed_mse 1293.9200 (1310.7561) mask_bce 0.2167 (0.2450) mask_dice 0.8396 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(train_geometry_finetune.py 372): INFO Train: [19/30][370/1573] eta 0:13:31 lr 0.000015 time 0.4566 (0.6749) loss 1331.2983 (1311.3231) grad_norm 243.9915 (211.6494) embed_mse 1330.1929 (1310.2368) mask_bce 0.2558 (0.2449) mask_dice 0.8496 (0.8414) mem 21941MB +[2025-12-25 05:34:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][380/1573] eta 0:13:33 lr 0.000015 time 0.4227 (0.6819) loss 1344.6879 (1311.3606) grad_norm 219.0422 (211.8067) embed_mse 1343.5479 (1310.2741) mask_bce 0.3251 (0.2452) mask_dice 0.8149 (0.8412) mem 21941MB +[2025-12-25 05:34:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][390/1573] eta 0:13:24 lr 0.000015 time 0.4252 (0.6802) loss 1311.9387 (1311.7856) grad_norm 272.5347 (213.0718) embed_mse 1310.8820 (1310.6993) mask_bce 0.2003 (0.2450) mask_dice 0.8566 (0.8413) mem 21941MB +[2025-12-25 05:35:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][400/1573] eta 0:13:34 lr 0.000015 time 0.4288 (0.6946) loss 1289.9958 (1311.9565) grad_norm 205.9420 (214.1958) embed_mse 1288.8988 (1310.8702) mask_bce 0.2411 (0.2449) mask_dice 0.8560 (0.8414) mem 21941MB +[2025-12-25 05:35:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][410/1573] eta 0:13:33 lr 0.000015 time 0.4267 (0.6996) loss 1350.5365 (1312.4043) grad_norm 356.7031 (216.9900) embed_mse 1349.4269 (1311.3178) mask_bce 0.2849 (0.2450) mask_dice 0.8247 (0.8415) mem 21941MB +[2025-12-25 05:35:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][420/1573] eta 0:13:31 lr 0.000015 time 0.4242 (0.7039) loss 1267.1438 (1312.4250) grad_norm 158.0915 (215.8574) embed_mse 1266.0688 (1311.3381) mask_bce 0.2412 (0.2455) mask_dice 0.8337 (0.8415) mem 21941MB +[2025-12-25 05:35:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][430/1573] eta 0:13:30 lr 0.000015 time 0.4302 (0.7090) loss 1303.3010 (1312.3025) grad_norm 239.8403 (216.3099) embed_mse 1302.2478 (1311.2157) mask_bce 0.2030 (0.2453) mask_dice 0.8502 (0.8415) mem 21941MB +[2025-12-25 05:35:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][440/1573] eta 0:13:16 lr 0.000015 time 0.4246 (0.7029) loss 1358.4977 (1312.0063) grad_norm 192.5337 (214.7136) embed_mse 1357.4019 (1310.9194) mask_bce 0.2598 (0.2453) mask_dice 0.8360 (0.8416) mem 21941MB +[2025-12-25 05:35:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][450/1573] eta 0:13:02 lr 0.000015 time 0.4258 (0.6968) loss 1239.6458 (1311.8728) grad_norm 289.3669 (216.0467) embed_mse 1238.5704 (1310.7851) mask_bce 0.2577 (0.2461) mask_dice 0.8176 (0.8416) mem 21941MB +[2025-12-25 05:35:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][460/1573] eta 0:12:56 lr 0.000015 time 0.4241 (0.6974) loss 1256.7643 (1311.8557) grad_norm 267.8531 (216.9556) embed_mse 1255.6829 (1310.7680) mask_bce 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05:36:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][500/1573] eta 0:12:31 lr 0.000015 time 0.4200 (0.7005) loss 1226.8083 (1311.1903) grad_norm 179.0834 (218.4555) embed_mse 1225.7600 (1310.1028) mask_bce 0.2099 (0.2460) mask_dice 0.8383 (0.8415) mem 21941MB +[2025-12-25 05:36:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][510/1573] eta 0:12:26 lr 0.000015 time 0.4241 (0.7027) loss 1298.9091 (1311.2198) grad_norm 184.3908 (217.9148) embed_mse 1297.8401 (1310.1326) mask_bce 0.1938 (0.2456) mask_dice 0.8751 (0.8416) mem 21941MB +[2025-12-25 05:36:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][520/1573] eta 0:12:19 lr 0.000015 time 0.4251 (0.7019) loss 1331.2524 (1311.3548) grad_norm 249.7775 (217.7012) embed_mse 1330.1058 (1310.2675) mask_bce 0.2989 (0.2457) mask_dice 0.8477 (0.8417) mem 21941MB +[2025-12-25 05:36:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][530/1573] eta 0:12:11 lr 0.000015 time 0.4267 (0.7011) loss 1325.8730 (1311.2125) grad_norm 244.0750 (218.1008) embed_mse 1324.7809 (1310.1253) mask_bce 0.2629 (0.2456) mask_dice 0.8292 (0.8417) mem 21941MB +[2025-12-25 05:36:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][540/1573] eta 0:12:08 lr 0.000015 time 0.4224 (0.7052) loss 1264.2075 (1310.7756) grad_norm 205.5821 (217.9140) embed_mse 1263.1062 (1309.6883) mask_bce 0.2617 (0.2456) mask_dice 0.8396 (0.8417) mem 21941MB +[2025-12-25 05:36:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][550/1573] eta 0:12:01 lr 0.000015 time 1.8082 (0.7050) loss 1274.4689 (1310.8966) grad_norm 181.4693 (217.3781) embed_mse 1273.3843 (1309.8093) mask_bce 0.2423 (0.2457) mask_dice 0.8422 (0.8417) mem 21941MB +[2025-12-25 05:36:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][560/1573] eta 0:11:52 lr 0.000015 time 0.4221 (0.7032) loss 1273.2922 (1310.6107) grad_norm 292.5520 (218.8510) embed_mse 1272.2068 (1309.5233) mask_bce 0.2449 (0.2458) mask_dice 0.8406 (0.8416) mem 21941MB +[2025-12-25 05:37:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][570/1573] eta 0:11:43 lr 0.000015 time 0.4377 (0.7012) loss 1319.8278 (1310.5166) grad_norm 175.9147 (218.2463) embed_mse 1318.7474 (1309.4290) mask_bce 0.2555 (0.2461) mask_dice 0.8248 (0.8415) mem 21941MB +[2025-12-25 05:37:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][580/1573] eta 0:11:35 lr 0.000015 time 0.4279 (0.7005) loss 1372.7986 (1310.3687) grad_norm 154.9069 (217.3666) embed_mse 1371.6969 (1309.2809) mask_bce 0.2206 (0.2463) mask_dice 0.8810 (0.8415) mem 21941MB +[2025-12-25 05:37:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][590/1573] eta 0:11:28 lr 0.000015 time 2.7381 (0.7008) loss 1333.7938 (1310.2228) grad_norm 286.1516 (218.3088) embed_mse 1332.7137 (1309.1351) mask_bce 0.2247 (0.2463) mask_dice 0.8553 (0.8414) mem 21941MB +[2025-12-25 05:37:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][600/1573] eta 0:11:30 lr 0.000015 time 0.4215 (0.7101) loss 1331.6130 (1310.5154) grad_norm 280.2809 (219.6255) embed_mse 1330.5356 (1309.4278) mask_bce 0.2390 (0.2461) mask_dice 0.8383 (0.8415) mem 21941MB +[2025-12-25 05:37:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][610/1573] eta 0:11:19 lr 0.000015 time 0.4247 (0.7053) loss 1335.9165 (1310.4005) grad_norm 226.5129 (219.7162) embed_mse 1334.8430 (1309.3128) mask_bce 0.2609 (0.2463) mask_dice 0.8127 (0.8413) mem 21941MB +[2025-12-25 05:37:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][620/1573] eta 0:11:12 lr 0.000014 time 0.4225 (0.7053) loss 1342.9232 (1310.5314) grad_norm 202.0408 (219.4866) embed_mse 1341.8450 (1309.4439) mask_bce 0.2280 (0.2461) mask_dice 0.8504 (0.8414) mem 21941MB +[2025-12-25 05:37:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][630/1573] eta 0:11:09 lr 0.000014 time 0.4264 (0.7104) loss 1236.7429 (1310.4201) grad_norm 286.0623 (220.3401) embed_mse 1235.6315 (1309.3327) mask_bce 0.2867 (0.2459) mask_dice 0.8247 (0.8414) mem 21941MB +[2025-12-25 05:38:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][640/1573] eta 0:11:04 lr 0.000014 time 0.4244 (0.7117) loss 1375.4998 (1310.0576) grad_norm 182.3529 (219.1281) embed_mse 1374.3627 (1308.9701) mask_bce 0.3152 (0.2463) mask_dice 0.8220 (0.8413) mem 21941MB +[2025-12-25 05:38:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][650/1573] eta 0:10:57 lr 0.000014 time 0.4212 (0.7126) loss 1282.6060 (1310.1495) grad_norm 176.1276 (218.5972) embed_mse 1281.5438 (1309.0618) mask_bce 0.2128 (0.2464) mask_dice 0.8494 (0.8413) mem 21941MB +[2025-12-25 05:38:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][660/1573] eta 0:10:52 lr 0.000014 time 1.5095 (0.7151) loss 1330.3743 (1310.0120) grad_norm 187.9357 (218.2233) embed_mse 1329.2671 (1308.9245) mask_bce 0.2712 (0.2462) mask_dice 0.8360 (0.8413) mem 21941MB +[2025-12-25 05:38:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][670/1573] eta 0:10:53 lr 0.000014 time 0.4178 (0.7241) loss 1380.2406 (1309.9086) grad_norm 212.3303 (218.1523) embed_mse 1379.1553 (1308.8211) mask_bce 0.2381 (0.2462) mask_dice 0.8473 (0.8413) mem 21941MB +[2025-12-25 05:38:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][680/1573] eta 0:10:44 lr 0.000014 time 0.4211 (0.7212) loss 1307.6676 (1309.9949) grad_norm 154.0824 (216.7246) embed_mse 1306.6060 (1308.9074) mask_bce 0.2024 (0.2461) mask_dice 0.8592 (0.8413) mem 21941MB +[2025-12-25 05:38:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][690/1573] eta 0:10:40 lr 0.000014 time 0.4193 (0.7248) loss 1275.7831 (1309.8474) grad_norm 284.2639 (217.5099) embed_mse 1274.7067 (1308.7600) mask_bce 0.2385 (0.2461) mask_dice 0.8379 (0.8413) mem 21941MB +[2025-12-25 05:38:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][700/1573] eta 0:10:31 lr 0.000014 time 0.4344 (0.7233) loss 1287.3640 (1309.7831) grad_norm 232.5651 (217.6830) embed_mse 1286.3104 (1308.6957) mask_bce 0.2261 (0.2462) mask_dice 0.8275 (0.8412) mem 21941MB +[2025-12-25 05:38:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][710/1573] eta 0:10:21 lr 0.000014 time 0.4202 (0.7202) loss 1236.8521 (1309.7434) grad_norm 168.1335 (217.1199) embed_mse 1235.7971 (1308.6559) mask_bce 0.2214 (0.2464) mask_dice 0.8335 (0.8411) mem 21941MB +[2025-12-25 05:39:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][720/1573] eta 0:10:12 lr 0.000014 time 0.4190 (0.7179) loss 1299.2599 (1309.3203) grad_norm 140.9273 (216.3313) embed_mse 1298.1672 (1308.2331) mask_bce 0.2554 (0.2462) mask_dice 0.8373 (0.8410) mem 21941MB +[2025-12-25 05:39:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][730/1573] eta 0:10:10 lr 0.000014 time 0.4252 (0.7238) loss 1329.9513 (1309.6659) grad_norm 247.3148 (216.6718) embed_mse 1328.8804 (1308.5785) mask_bce 0.2245 (0.2464) mask_dice 0.8464 (0.8410) mem 21941MB +[2025-12-25 05:39:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][740/1573] eta 0:09:59 lr 0.000014 time 0.5653 (0.7199) loss 1273.6544 (1309.6521) grad_norm 185.0549 (216.3281) embed_mse 1272.5643 (1308.5647) mask_bce 0.2680 (0.2464) mask_dice 0.8221 (0.8410) mem 21941MB +[2025-12-25 05:39:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][750/1573] eta 0:09:51 lr 0.000014 time 2.0246 (0.7191) loss 1349.1506 (1309.7026) grad_norm 267.2305 (216.8754) embed_mse 1348.0703 (1308.6154) mask_bce 0.2476 (0.2463) mask_dice 0.8328 (0.8410) mem 21941MB +[2025-12-25 05:39:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][760/1573] eta 0:09:47 lr 0.000014 time 0.4208 (0.7221) loss 1268.0266 (1309.7868) grad_norm 231.6730 (216.3178) embed_mse 1266.9338 (1308.6996) mask_bce 0.2739 (0.2463) mask_dice 0.8188 (0.8409) mem 21941MB +[2025-12-25 05:39:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][770/1573] eta 0:09:39 lr 0.000014 time 0.5208 (0.7222) loss 1266.4669 (1309.8969) grad_norm 237.8401 (216.5420) embed_mse 1265.3751 (1308.8096) mask_bce 0.2719 (0.2464) mask_dice 0.8199 (0.8409) mem 21941MB +[2025-12-25 05:39:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][780/1573] eta 0:09:31 lr 0.000014 time 0.4217 (0.7204) loss 1311.1105 (1309.9376) grad_norm 289.8142 (217.2974) embed_mse 1310.0162 (1308.8502) mask_bce 0.2390 (0.2467) mask_dice 0.8552 (0.8407) mem 21941MB +[2025-12-25 05:39:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][790/1573] eta 0:09:25 lr 0.000014 time 3.1707 (0.7219) loss 1273.3337 (1310.0639) grad_norm 189.4723 (217.0135) embed_mse 1272.2438 (1308.9767) mask_bce 0.2534 (0.2464) mask_dice 0.8366 (0.8409) mem 21941MB +[2025-12-25 05:40:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][800/1573] eta 0:09:16 lr 0.000014 time 0.4211 (0.7200) loss 1305.4135 (1310.3199) grad_norm 253.1678 (216.9793) embed_mse 1304.3453 (1309.2325) mask_bce 0.2414 (0.2465) mask_dice 0.8268 (0.8408) mem 21941MB +[2025-12-25 05:40:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][810/1573] eta 0:09:11 lr 0.000014 time 0.4237 (0.7231) loss 1270.5074 (1310.2299) grad_norm 172.3847 (216.5378) embed_mse 1269.3945 (1309.1425) mask_bce 0.2846 (0.2467) mask_dice 0.8284 (0.8408) mem 21941MB +[2025-12-25 05:40:22 geometry_finetune_default] 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05:41:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][950/1573] eta 0:07:28 lr 0.000014 time 0.4215 (0.7205) loss 1376.5441 (1310.1139) grad_norm 187.5630 (218.0148) embed_mse 1375.4695 (1309.0264) mask_bce 0.2191 (0.2470) mask_dice 0.8556 (0.8405) mem 21941MB +[2025-12-25 05:41:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][960/1573] eta 0:07:20 lr 0.000014 time 0.4178 (0.7182) loss 1288.6108 (1310.0041) grad_norm 159.3690 (217.8325) embed_mse 1287.5177 (1308.9167) mask_bce 0.2623 (0.2470) mask_dice 0.8309 (0.8404) mem 21941MB +[2025-12-25 05:42:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][970/1573] eta 0:07:13 lr 0.000014 time 1.2633 (0.7182) loss 1284.2501 (1310.0028) grad_norm 269.0557 (218.2558) embed_mse 1283.1710 (1308.9155) mask_bce 0.2403 (0.2469) mask_dice 0.8389 (0.8404) mem 21941MB +[2025-12-25 05:42:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][980/1573] eta 0:07:05 lr 0.000014 time 0.4204 (0.7169) loss 1230.3540 (1309.8732) grad_norm 231.7348 (218.3663) embed_mse 1229.2701 (1308.7859) mask_bce 0.2593 (0.2470) mask_dice 0.8246 (0.8404) mem 21941MB +[2025-12-25 05:42:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][990/1573] eta 0:06:57 lr 0.000014 time 0.4228 (0.7164) loss 1330.0845 (1309.8931) grad_norm 351.7126 (219.4504) embed_mse 1328.9410 (1308.8057) mask_bce 0.2858 (0.2469) mask_dice 0.8577 (0.8405) mem 21941MB +[2025-12-25 05:42:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1000/1573] eta 0:06:52 lr 0.000014 time 0.4456 (0.7207) loss 1330.6604 (1309.8010) grad_norm 311.7980 (221.3825) embed_mse 1329.5918 (1308.7138) mask_bce 0.2386 (0.2468) mask_dice 0.8300 (0.8405) mem 21941MB +[2025-12-25 05:42:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1010/1573] eta 0:06:46 lr 0.000014 time 0.4219 (0.7214) loss 1306.0048 (1309.8688) grad_norm 237.6887 (221.5119) embed_mse 1304.9181 (1308.7816) mask_bce 0.2584 (0.2467) mask_dice 0.8283 (0.8405) mem 21941MB +[2025-12-25 05:42:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1020/1573] eta 0:06:42 lr 0.000014 time 0.4165 (0.7270) loss 1276.4746 (1309.8822) grad_norm 173.5846 (221.1346) embed_mse 1275.4130 (1308.7950) mask_bce 0.2261 (0.2467) mask_dice 0.8356 (0.8405) mem 21941MB +[2025-12-25 05:42:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1030/1573] eta 0:06:34 lr 0.000014 time 0.4211 (0.7266) loss 1331.7430 (1309.9176) grad_norm 138.7051 (220.4906) embed_mse 1330.6525 (1308.8304) mask_bce 0.2495 (0.2468) mask_dice 0.8410 (0.8404) mem 21941MB +[2025-12-25 05:43:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1040/1573] eta 0:06:31 lr 0.000014 time 8.8760 (0.7349) loss 1278.9176 (1309.8699) grad_norm 222.3773 (220.8169) embed_mse 1277.8384 (1308.7828) mask_bce 0.2393 (0.2468) mask_dice 0.8400 (0.8404) mem 21941MB +[2025-12-25 05:43:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1050/1573] eta 0:06:22 lr 0.000014 time 0.4209 (0.7319) loss 1336.6517 (1309.8081) grad_norm 229.3402 (220.8820) embed_mse 1335.5876 (1308.7210) mask_bce 0.2404 (0.2468) mask_dice 0.8237 (0.8404) mem 21941MB +[2025-12-25 05:43:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1060/1573] eta 0:06:15 lr 0.000014 time 0.4193 (0.7328) loss 1319.6813 (1310.0747) grad_norm 225.9911 (220.9207) embed_mse 1318.6383 (1308.9877) mask_bce 0.2163 (0.2467) mask_dice 0.8267 (0.8403) mem 21941MB +[2025-12-25 05:43:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1070/1573] eta 0:06:09 lr 0.000014 time 0.4186 (0.7352) loss 1283.2814 (1310.0983) grad_norm 247.8278 (221.1230) embed_mse 1282.2013 (1309.0114) mask_bce 0.2314 (0.2467) mask_dice 0.8487 (0.8403) mem 21941MB +[2025-12-25 05:43:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1080/1573] eta 0:06:01 lr 0.000014 time 1.0598 (0.7329) loss 1265.6584 (1309.9862) grad_norm 288.8479 (222.2461) embed_mse 1264.5981 (1308.8993) mask_bce 0.2302 (0.2466) mask_dice 0.8301 (0.8403) mem 21941MB +[2025-12-25 05:43:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1090/1573] eta 0:05:55 lr 0.000014 time 3.3114 (0.7350) loss 1315.5757 (1309.9599) grad_norm 226.5097 (222.2775) embed_mse 1314.4945 (1308.8732) mask_bce 0.2248 (0.2465) mask_dice 0.8563 (0.8403) mem 21941MB +[2025-12-25 05:43:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1100/1573] eta 0:05:48 lr 0.000014 time 1.0391 (0.7370) loss 1331.4929 (1309.8307) grad_norm 209.9080 (222.1872) embed_mse 1330.4298 (1308.7438) mask_bce 0.2148 (0.2465) mask_dice 0.8484 (0.8403) mem 21941MB +[2025-12-25 05:44:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1110/1573] eta 0:05:41 lr 0.000014 time 0.4202 (0.7374) loss 1269.5840 (1309.8493) grad_norm 222.6728 (222.1907) embed_mse 1268.5300 (1308.7626) mask_bce 0.2109 (0.2464) mask_dice 0.8430 (0.8403) mem 21941MB +[2025-12-25 05:44:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1120/1573] eta 0:05:32 lr 0.000014 time 0.4187 (0.7345) loss 1308.8545 (1309.9851) grad_norm 154.4208 (221.4134) embed_mse 1307.7356 (1308.8983) mask_bce 0.2919 (0.2466) mask_dice 0.8269 (0.8402) mem 21941MB +[2025-12-25 05:44:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1130/1573] eta 0:05:24 lr 0.000014 time 0.4189 (0.7335) loss 1314.9297 (1310.0511) grad_norm 352.5940 (222.3438) embed_mse 1313.8630 (1308.9645) mask_bce 0.2316 (0.2464) mask_dice 0.8349 (0.8403) mem 21941MB +[2025-12-25 05:44:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1140/1573] eta 0:05:19 lr 0.000014 time 3.8011 (0.7386) loss 1303.3807 (1310.1928) grad_norm 192.0446 (222.1304) embed_mse 1302.2758 (1309.1063) mask_bce 0.2721 (0.2463) mask_dice 0.8329 (0.8403) mem 21941MB +[2025-12-25 05:44:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1150/1573] eta 0:05:13 lr 0.000014 time 0.4283 (0.7418) loss 1259.6924 (1310.3275) grad_norm 288.9707 (222.5978) embed_mse 1258.6151 (1309.2410) mask_bce 0.2438 (0.2463) mask_dice 0.8335 (0.8403) mem 21941MB +[2025-12-25 05:44:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1160/1573] eta 0:05:06 lr 0.000014 time 0.4177 (0.7414) loss 1443.1138 (1310.2779) grad_norm 288.7063 (222.8247) embed_mse 1442.0400 (1309.1909) mask_bce 0.2172 (0.2467) mask_dice 0.8565 (0.8403) mem 21941MB +[2025-12-25 05:44:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1170/1573] eta 0:04:58 lr 0.000014 time 0.4232 (0.7409) loss 1301.9370 (1310.4224) grad_norm 187.4252 (222.5823) embed_mse 1300.8319 (1309.3354) mask_bce 0.2729 (0.2467) mask_dice 0.8321 (0.8403) mem 21941MB +[2025-12-25 05:44:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1180/1573] eta 0:04:50 lr 0.000014 time 0.4176 (0.7404) loss 1231.4222 (1310.4159) grad_norm 239.9012 (222.7001) embed_mse 1230.3334 (1309.3289) mask_bce 0.2263 (0.2467) mask_dice 0.8627 (0.8404) mem 21941MB +[2025-12-25 05:45:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1190/1573] eta 0:04:43 lr 0.000014 time 0.4237 (0.7398) loss 1252.2679 (1310.3618) grad_norm 176.8163 (222.3900) embed_mse 1251.1973 (1309.2748) mask_bce 0.2470 (0.2466) mask_dice 0.8237 (0.8404) mem 21941MB +[2025-12-25 05:45:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1200/1573] eta 0:04:35 lr 0.000014 time 0.4468 (0.7397) loss 1289.7163 (1310.4972) grad_norm 155.4541 (222.5638) embed_mse 1288.6412 (1309.4103) mask_bce 0.2212 (0.2465) mask_dice 0.8539 (0.8404) mem 21941MB +[2025-12-25 05:45:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1210/1573] eta 0:04:28 lr 0.000014 time 0.4225 (0.7391) loss 1346.7039 (1310.4961) grad_norm 319.0423 (223.2027) embed_mse 1345.6544 (1309.4093) mask_bce 0.1868 (0.2465) mask_dice 0.8627 (0.8404) mem 21941MB +[2025-12-25 05:45:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1220/1573] eta 0:04:20 lr 0.000014 time 1.2449 (0.7381) loss 1295.0383 (1310.3464) grad_norm 161.8555 (222.7991) embed_mse 1293.9952 (1309.2596) mask_bce 0.1815 (0.2465) mask_dice 0.8616 (0.8404) mem 21941MB +[2025-12-25 05:45:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1230/1573] eta 0:04:12 lr 0.000014 time 0.4203 (0.7363) loss 1346.1693 (1310.5150) grad_norm 197.4758 (222.6336) embed_mse 1345.0760 (1309.4281) mask_bce 0.2648 (0.2465) mask_dice 0.8285 (0.8404) mem 21941MB +[2025-12-25 05:45:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1240/1573] eta 0:04:05 lr 0.000014 time 0.4200 (0.7386) loss 1372.2622 (1310.5852) grad_norm 244.8415 (223.5990) embed_mse 1371.1622 (1309.4982) mask_bce 0.2601 (0.2466) mask_dice 0.8399 (0.8404) mem 21941MB +[2025-12-25 05:45:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1250/1573] eta 0:03:58 lr 0.000014 time 2.6631 (0.7379) loss 1338.3412 (1310.4558) grad_norm 213.1459 (223.5320) embed_mse 1337.2587 (1309.3688) mask_bce 0.2560 (0.2465) mask_dice 0.8266 (0.8405) mem 21941MB +[2025-12-25 05:45:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1260/1573] eta 0:03:51 lr 0.000014 time 5.4895 (0.7406) loss 1333.6069 (1310.6422) grad_norm 252.6801 (223.7176) embed_mse 1332.5023 (1309.5551) mask_bce 0.2889 (0.2467) mask_dice 0.8158 (0.8404) mem 21941MB +[2025-12-25 05:46:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1270/1573] eta 0:03:45 lr 0.000014 time 0.4192 (0.7429) loss 1309.6908 (1310.5938) grad_norm 248.4592 (223.8742) embed_mse 1308.5924 (1309.5067) mask_bce 0.2713 (0.2467) mask_dice 0.8272 (0.8404) mem 21941MB +[2025-12-25 05:46:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1280/1573] eta 0:03:36 lr 0.000014 time 0.4179 (0.7404) loss 1262.2810 (1310.5522) grad_norm 206.6630 (223.7005) embed_mse 1261.2032 (1309.4651) mask_bce 0.2408 (0.2467) mask_dice 0.8369 (0.8404) mem 21941MB +[2025-12-25 05:46:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1290/1573] eta 0:03:29 lr 0.000014 time 1.2908 (0.7392) loss 1373.8833 (1310.6647) grad_norm 268.9574 (223.9816) embed_mse 1372.7859 (1309.5776) mask_bce 0.2805 (0.2467) mask_dice 0.8169 (0.8404) mem 21941MB +[2025-12-25 05:46:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO 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(0.7388) loss 1317.2831 (1311.1849) grad_norm 200.0045 (223.9517) embed_mse 1316.2207 (1310.0978) mask_bce 0.2422 (0.2467) mask_dice 0.8202 (0.8404) mem 21941MB +[2025-12-25 05:46:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1340/1573] eta 0:02:52 lr 0.000013 time 0.4219 (0.7393) loss 1382.8650 (1311.2038) grad_norm 243.0884 (224.0663) embed_mse 1381.8228 (1310.1168) mask_bce 0.1740 (0.2465) mask_dice 0.8683 (0.8404) mem 21941MB +[2025-12-25 05:47:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1350/1573] eta 0:02:44 lr 0.000013 time 0.7159 (0.7382) loss 1300.4240 (1311.1745) grad_norm 250.8182 (224.2255) embed_mse 1299.3250 (1310.0874) mask_bce 0.2520 (0.2466) mask_dice 0.8469 (0.8404) mem 21941MB +[2025-12-25 05:47:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1360/1573] eta 0:02:37 lr 0.000013 time 0.4197 (0.7383) loss 1358.5033 (1311.2257) grad_norm 199.4746 (224.1154) embed_mse 1357.4247 (1310.1386) mask_bce 0.2150 (0.2467) mask_dice 0.8636 (0.8404) mem 21941MB +[2025-12-25 05:47:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1370/1573] eta 0:02:30 lr 0.000013 time 0.4200 (0.7394) loss 1318.6088 (1311.3071) grad_norm 295.3808 (224.5322) embed_mse 1317.4891 (1310.2199) mask_bce 0.3010 (0.2467) mask_dice 0.8186 (0.8404) mem 21941MB +[2025-12-25 05:47:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1380/1573] eta 0:02:22 lr 0.000013 time 0.4192 (0.7371) loss 1247.0886 (1311.2086) grad_norm 260.2456 (224.7398) embed_mse 1246.0255 (1310.1210) mask_bce 0.2255 (0.2472) mask_dice 0.8376 (0.8404) mem 21941MB +[2025-12-25 05:47:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1390/1573] eta 0:02:14 lr 0.000013 time 0.4206 (0.7360) loss 1305.4194 (1311.2232) grad_norm 168.7006 (224.4159) embed_mse 1304.3558 (1310.1355) mask_bce 0.2153 (0.2473) mask_dice 0.8483 (0.8404) mem 21941MB +[2025-12-25 05:47:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1400/1573] eta 0:02:07 lr 0.000013 time 0.4216 (0.7361) loss 1338.1376 (1311.2693) grad_norm 252.6320 (224.9541) embed_mse 1337.0583 (1310.1816) mask_bce 0.2396 (0.2474) mask_dice 0.8396 (0.8404) mem 21941MB +[2025-12-25 05:47:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1410/1573] eta 0:01:59 lr 0.000013 time 0.4229 (0.7354) loss 1297.8422 (1311.1299) grad_norm 164.4262 (224.6102) embed_mse 1296.7484 (1310.0422) mask_bce 0.2778 (0.2473) mask_dice 0.8159 (0.8404) mem 21941MB +[2025-12-25 05:47:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1420/1573] eta 0:01:52 lr 0.000013 time 0.4217 (0.7350) loss 1273.5750 (1311.0525) grad_norm 235.7375 (224.6731) embed_mse 1272.5328 (1309.9648) mask_bce 0.2148 (0.2473) mask_dice 0.8272 (0.8403) mem 21941MB +[2025-12-25 05:47:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1430/1573] eta 0:01:45 lr 0.000013 time 1.1182 (0.7346) loss 1342.6710 (1311.0369) grad_norm 265.7059 (224.9036) embed_mse 1341.5946 (1309.9494) mask_bce 0.2321 (0.2472) mask_dice 0.8444 (0.8404) mem 21941MB +[2025-12-25 05:48:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1440/1573] eta 0:01:37 lr 0.000013 time 0.4210 (0.7350) loss 1262.3086 (1311.0180) grad_norm 144.2823 (224.2640) embed_mse 1261.2272 (1309.9304) mask_bce 0.2299 (0.2472) mask_dice 0.8515 (0.8404) mem 21941MB +[2025-12-25 05:48:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1450/1573] eta 0:01:30 lr 0.000013 time 0.4183 (0.7333) loss 1351.7146 (1311.1102) grad_norm 196.1916 (224.1089) embed_mse 1350.6399 (1310.0227) mask_bce 0.2336 (0.2471) mask_dice 0.8412 (0.8404) mem 21941MB +[2025-12-25 05:48:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO 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(0.7352) loss 1300.9652 (1310.7150) grad_norm 229.4728 (224.4446) embed_mse 1299.8303 (1309.6276) mask_bce 0.3060 (0.2472) mask_dice 0.8290 (0.8403) mem 21941MB +[2025-12-25 05:48:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1500/1573] eta 0:00:53 lr 0.000013 time 0.4220 (0.7332) loss 1362.9437 (1310.8302) grad_norm 316.1234 (224.9349) embed_mse 1361.7240 (1309.7426) mask_bce 0.3668 (0.2473) mask_dice 0.8529 (0.8403) mem 21941MB +[2025-12-25 05:48:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1510/1573] eta 0:00:46 lr 0.000013 time 0.4176 (0.7327) loss 1364.6758 (1310.8911) grad_norm 217.3944 (224.8948) embed_mse 1363.5681 (1309.8035) mask_bce 0.2764 (0.2473) mask_dice 0.8313 (0.8403) mem 21941MB +[2025-12-25 05:49:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1520/1573] eta 0:00:38 lr 0.000013 time 0.4215 (0.7346) loss 1352.7267 (1310.9175) grad_norm 159.6218 (224.4859) embed_mse 1351.5475 (1309.8299) mask_bce 0.3278 (0.2473) mask_dice 0.8514 (0.8403) mem 21941MB +[2025-12-25 05:49:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1530/1573] eta 0:00:31 lr 0.000013 time 0.4222 (0.7330) loss 1311.4905 (1310.9354) grad_norm 207.9942 (224.3996) embed_mse 1310.4170 (1309.8478) mask_bce 0.2388 (0.2473) mask_dice 0.8347 (0.8403) mem 21941MB +[2025-12-25 05:49:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1540/1573] eta 0:00:24 lr 0.000013 time 0.4205 (0.7320) loss 1322.2961 (1310.9008) grad_norm 172.6877 (224.1303) embed_mse 1321.1467 (1309.8131) mask_bce 0.3134 (0.2474) mask_dice 0.8360 (0.8403) mem 21941MB +[2025-12-25 05:49:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1550/1573] eta 0:00:16 lr 0.000013 time 0.4182 (0.7327) loss 1309.0363 (1311.0062) grad_norm 264.0625 (224.3372) embed_mse 1307.9712 (1309.9186) mask_bce 0.2191 (0.2473) mask_dice 0.8459 (0.8404) mem 21941MB +[2025-12-25 05:49:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1560/1573] eta 0:00:09 lr 0.000013 time 0.4178 (0.7325) loss 1339.8073 (1311.0115) grad_norm 372.5897 (225.0206) embed_mse 1338.7162 (1309.9239) mask_bce 0.2436 (0.2472) mask_dice 0.8475 (0.8404) mem 21941MB +[2025-12-25 05:49:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [19/30][1570/1573] eta 0:00:02 lr 0.000013 time 0.4239 (0.7321) loss 1255.2574 (1311.0810) grad_norm 227.7777 (225.0347) embed_mse 1254.1703 (1309.9935) mask_bce 0.2629 (0.2472) mask_dice 0.8243 (0.8403) mem 21941MB +[2025-12-25 05:49:38 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 19 training takes 0:19:13 +[2025-12-25 05:49:38 geometry_finetune_default] (utils.py 296): INFO output_geometry_finetune/es_rv_m/ckpt_epoch_19.pth saving...... +[2025-12-25 05:49:41 geometry_finetune_default] (utils.py 298): INFO output_geometry_finetune/es_rv_m/ckpt_epoch_19.pth saved !!! +[2025-12-25 05:49:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][0/1573] eta 2:50:07 lr 0.000013 time 6.4892 (6.4892) loss 1414.9996 (1414.9996) grad_norm 0.0000 (0.0000) embed_mse 1413.9102 (1413.9102) mask_bce 0.2462 (0.2462) mask_dice 0.8433 (0.8433) mem 21941MB +[2025-12-25 05:49:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][10/1573] eta 0:37:15 lr 0.000013 time 0.4248 (1.4305) loss 1297.8740 (1336.9123) grad_norm 364.5520 (364.5520) embed_mse 1296.8153 (1335.8341) mask_bce 0.2006 (0.2264) mask_dice 0.8581 (0.8519) mem 21941MB +[2025-12-25 05:50:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][20/1573] eta 0:31:09 lr 0.000013 time 1.7356 (1.2036) loss 1274.5530 (1334.4469) grad_norm 314.6835 (339.6177) embed_mse 1273.4614 (1333.3678) mask_bce 0.2585 (0.2335) mask_dice 0.8330 (0.8457) mem 21941MB +[2025-12-25 05:50:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][30/1573] eta 0:25:56 lr 0.000013 time 0.4224 (1.0087) loss 1356.6635 (1335.3632) grad_norm 262.2943 (313.8433) embed_mse 1355.5548 (1334.2761) mask_bce 0.2628 (0.2419) mask_dice 0.8459 (0.8451) mem 21941MB +[2025-12-25 05:50:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][40/1573] eta 0:24:26 lr 0.000013 time 0.4292 (0.9566) loss 1314.0504 (1330.2928) grad_norm 223.9538 (295.9082) embed_mse 1312.9532 (1329.2003) mask_bce 0.2629 (0.2475) mask_dice 0.8342 (0.8449) mem 21941MB +[2025-12-25 05:50:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][50/1573] eta 0:22:03 lr 0.000013 time 0.4259 (0.8693) loss 1242.5439 (1326.1064) grad_norm 239.5740 (286.5192) embed_mse 1241.4728 (1325.0162) mask_bce 0.2417 (0.2459) mask_dice 0.8295 (0.8443) mem 21941MB +[2025-12-25 05:50:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][60/1573] eta 0:21:19 lr 0.000013 time 0.4256 (0.8457) loss 1351.9550 (1325.6616) grad_norm 297.4695 (288.0835) embed_mse 1350.8870 (1324.5725) mask_bce 0.2098 (0.2443) mask_dice 0.8582 (0.8448) mem 21941MB +[2025-12-25 05:50:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][70/1573] eta 0:19:42 lr 0.000013 time 0.4252 (0.7870) loss 1332.2732 (1323.9598) grad_norm 185.5931 (275.2722) embed_mse 1331.1431 (1322.8711) mask_bce 0.3239 (0.2447) mask_dice 0.8062 (0.8440) mem 21941MB +[2025-12-25 05:50:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][80/1573] eta 0:19:19 lr 0.000013 time 0.4217 (0.7767) loss 1348.1898 (1323.5078) grad_norm 260.6574 (275.1377) embed_mse 1347.0999 (1322.4202) mask_bce 0.2691 (0.2436) mask_dice 0.8207 (0.8441) mem 21941MB +[2025-12-25 05:50:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][90/1573] eta 0:19:11 lr 0.000013 time 3.9392 (0.7767) loss 1306.7462 (1319.2407) grad_norm 211.2168 (269.3267) embed_mse 1305.6506 (1318.1537) mask_bce 0.2556 (0.2432) mask_dice 0.8399 (0.8438) mem 21941MB +[2025-12-25 05:50:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][100/1573] eta 0:18:53 lr 0.000013 time 0.4281 (0.7693) loss 1379.2344 (1320.1435) grad_norm 247.7490 (267.5286) embed_mse 1378.1593 (1319.0563) mask_bce 0.2306 (0.2435) mask_dice 0.8445 (0.8436) mem 21941MB +[2025-12-25 05:51:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][110/1573] eta 0:18:37 lr 0.000013 time 0.4204 (0.7635) loss 1307.3390 (1317.7643) grad_norm 174.6098 (260.3810) embed_mse 1306.2418 (1316.6780) mask_bce 0.2710 (0.2430) mask_dice 0.8262 (0.8433) mem 21941MB +[2025-12-25 05:51:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][120/1573] eta 0:17:49 lr 0.000013 time 0.4400 (0.7358) loss 1285.5950 (1315.6025) grad_norm 222.5287 (256.6600) embed_mse 1284.5291 (1314.5172) mask_bce 0.2251 (0.2419) mask_dice 0.8408 (0.8434) mem 21941MB +[2025-12-25 05:51:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][130/1573] eta 0:17:43 lr 0.000013 time 0.4165 (0.7370) loss 1345.4117 (1316.0832) grad_norm 249.9628 (256.2414) embed_mse 1344.3593 (1314.9978) mask_bce 0.1684 (0.2416) mask_dice 0.8840 (0.8438) mem 21941MB +[2025-12-25 05:51:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][140/1573] eta 0:18:40 lr 0.000013 time 7.6617 (0.7818) loss 1364.1379 (1315.1657) grad_norm 201.1924 (253.0032) embed_mse 1362.9039 (1314.0800) mask_bce 0.3825 (0.2422) mask_dice 0.8516 (0.8436) mem 21941MB +[2025-12-25 05:51:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][150/1573] eta 0:17:59 lr 0.000013 time 0.4221 (0.7590) loss 1316.8309 (1314.7477) grad_norm 191.6116 (249.5926) embed_mse 1315.7540 (1313.6626) mask_bce 0.2302 (0.2415) mask_dice 0.8467 (0.8435) mem 21941MB +[2025-12-25 05:51:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][160/1573] eta 0:17:54 lr 0.000013 time 0.4230 (0.7606) loss 1281.2137 (1315.3179) grad_norm 297.8295 (250.9230) embed_mse 1280.1288 (1314.2324) mask_bce 0.2550 (0.2425) mask_dice 0.8300 (0.8431) mem 21941MB +[2025-12-25 05:51:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][170/1573] eta 0:17:19 lr 0.000013 time 0.4222 (0.7407) loss 1272.2877 (1314.7047) grad_norm 267.4612 (251.7105) embed_mse 1271.1923 (1313.6189) mask_bce 0.2773 (0.2434) mask_dice 0.8182 (0.8424) mem 21941MB +[2025-12-25 05:51:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][180/1573] eta 0:17:28 lr 0.000013 time 5.8211 (0.7528) loss 1328.2544 (1315.7666) grad_norm 215.2456 (250.0531) embed_mse 1327.1508 (1314.6778) mask_bce 0.2664 (0.2466) mask_dice 0.8371 (0.8421) mem 21941MB +[2025-12-25 05:52:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][190/1573] eta 0:16:57 lr 0.000013 time 0.4184 (0.7355) loss 1271.2867 (1315.8775) grad_norm 262.5601 (250.5968) embed_mse 1270.1718 (1314.7889) mask_bce 0.2552 (0.2461) mask_dice 0.8597 (0.8424) mem 21941MB +[2025-12-25 05:52:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][200/1573] eta 0:16:28 lr 0.000013 time 0.4128 (0.7198) loss 1257.5781 (1314.7971) grad_norm 223.0321 (250.0429) embed_mse 1256.5077 (1313.7086) mask_bce 0.2188 (0.2461) mask_dice 0.8516 (0.8425) mem 21941MB +[2025-12-25 05:52:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][210/1573] eta 0:16:21 lr 0.000013 time 0.4212 (0.7203) loss 1353.6447 (1314.5628) grad_norm 198.0523 (248.0432) embed_mse 1352.5638 (1313.4746) mask_bce 0.2552 (0.2459) mask_dice 0.8256 (0.8424) mem 21941MB +[2025-12-25 05:52:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][220/1573] eta 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grad_norm 409.3894 (246.1734) embed_mse 1336.2874 (1313.0398) mask_bce 0.2582 (0.2454) mask_dice 0.8290 (0.8416) mem 21941MB +[2025-12-25 05:52:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][260/1573] eta 0:15:46 lr 0.000013 time 0.4218 (0.7211) loss 1259.6284 (1313.5778) grad_norm 337.2888 (249.0207) embed_mse 1258.5768 (1312.4906) mask_bce 0.2264 (0.2462) mask_dice 0.8252 (0.8411) mem 21941MB +[2025-12-25 05:52:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][270/1573] eta 0:15:25 lr 0.000013 time 0.4241 (0.7101) loss 1271.8376 (1313.5993) grad_norm 310.2755 (250.8769) embed_mse 1270.7692 (1312.5119) mask_bce 0.2120 (0.2464) mask_dice 0.8564 (0.8410) mem 21941MB +[2025-12-25 05:53:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][280/1573] eta 0:15:19 lr 0.000013 time 0.4198 (0.7109) loss 1350.7579 (1314.0785) grad_norm 184.1274 (248.1523) embed_mse 1349.6621 (1312.9913) mask_bce 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05:53:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][320/1573] eta 0:14:57 lr 0.000013 time 0.4208 (0.7166) loss 1316.2726 (1314.4458) grad_norm 165.5659 (245.3663) embed_mse 1315.2129 (1313.3596) mask_bce 0.2243 (0.2448) mask_dice 0.8353 (0.8414) mem 21941MB +[2025-12-25 05:53:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][330/1573] eta 0:14:53 lr 0.000013 time 0.4220 (0.7187) loss 1304.6125 (1314.1658) grad_norm 158.5741 (243.2494) embed_mse 1303.5167 (1313.0793) mask_bce 0.2857 (0.2451) mask_dice 0.8101 (0.8413) mem 21941MB +[2025-12-25 05:53:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][340/1573] eta 0:14:39 lr 0.000013 time 0.4234 (0.7133) loss 1273.5466 (1313.7313) grad_norm 319.0673 (245.0546) embed_mse 1272.4615 (1312.6448) mask_bce 0.2528 (0.2454) mask_dice 0.8323 (0.8411) mem 21941MB +[2025-12-25 05:53:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][350/1573] eta 0:14:41 lr 0.000013 time 0.4303 (0.7204) loss 1294.2024 (1313.5509) grad_norm 272.5650 (245.6944) embed_mse 1293.0912 (1312.4643) mask_bce 0.2720 (0.2456) mask_dice 0.8392 (0.8410) mem 21941MB +[2025-12-25 05:53:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][360/1573] eta 0:14:23 lr 0.000013 time 0.4222 (0.7123) loss 1356.7267 (1313.8939) grad_norm 270.3700 (244.8124) embed_mse 1355.6115 (1312.8067) mask_bce 0.3002 (0.2463) mask_dice 0.8151 (0.8409) mem 21941MB +[2025-12-25 05:54:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][370/1573] eta 0:14:09 lr 0.000013 time 0.4291 (0.7058) loss 1348.5458 (1314.3860) grad_norm 240.9464 (244.7283) embed_mse 1347.4818 (1313.2987) mask_bce 0.2226 (0.2464) mask_dice 0.8413 (0.8410) mem 21941MB +[2025-12-25 05:54:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][380/1573] eta 0:13:59 lr 0.000013 time 0.8956 (0.7038) loss 1228.6711 (1314.4698) grad_norm 187.1971 (243.5043) embed_mse 1227.6071 (1313.3823) mask_bce 0.2363 (0.2465) mask_dice 0.8279 (0.8409) mem 21941MB +[2025-12-25 05:54:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][390/1573] eta 0:13:57 lr 0.000013 time 0.4212 (0.7084) loss 1326.5470 (1314.3328) grad_norm 275.9799 (244.1808) embed_mse 1325.4478 (1313.2456) mask_bce 0.2532 (0.2463) mask_dice 0.8461 (0.8408) mem 21941MB +[2025-12-25 05:54:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][400/1573] eta 0:13:45 lr 0.000013 time 0.4175 (0.7042) loss 1296.0977 (1314.3764) grad_norm 189.7013 (242.0016) embed_mse 1295.0065 (1313.2893) mask_bce 0.2593 (0.2464) mask_dice 0.8318 (0.8407) mem 21941MB +[2025-12-25 05:54:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][410/1573] eta 0:13:41 lr 0.000013 time 0.4238 (0.7062) loss 1345.0996 (1314.3020) grad_norm 240.0240 (241.9628) 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geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][480/1573] eta 0:12:52 lr 0.000012 time 0.4311 (0.7063) loss 1315.7870 (1314.8564) grad_norm 266.4293 (237.7069) embed_mse 1314.7002 (1313.7693) mask_bce 0.2565 (0.2463) mask_dice 0.8303 (0.8408) mem 21941MB +[2025-12-25 05:55:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][490/1573] eta 0:12:41 lr 0.000012 time 0.4191 (0.7027) loss 1368.5995 (1314.5627) grad_norm 147.1089 (236.2216) embed_mse 1367.5266 (1313.4756) mask_bce 0.2406 (0.2464) mask_dice 0.8322 (0.8408) mem 21941MB +[2025-12-25 05:55:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][500/1573] eta 0:12:42 lr 0.000012 time 0.4189 (0.7109) loss 1318.9126 (1314.3253) grad_norm 157.6992 (234.9552) embed_mse 1317.8595 (1313.2383) mask_bce 0.1979 (0.2462) mask_dice 0.8551 (0.8408) mem 21941MB +[2025-12-25 05:55:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO 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loss 1335.8630 (1314.4585) grad_norm 194.8082 (233.1611) embed_mse 1334.8059 (1313.3720) mask_bce 0.2062 (0.2452) mask_dice 0.8509 (0.8413) mem 21941MB +[2025-12-25 05:56:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][550/1573] eta 0:11:58 lr 0.000012 time 0.4188 (0.7023) loss 1328.0769 (1314.8740) grad_norm 234.2342 (233.1769) embed_mse 1327.0175 (1313.7877) mask_bce 0.2276 (0.2450) mask_dice 0.8319 (0.8413) mem 21941MB +[2025-12-25 05:56:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][560/1573] eta 0:11:50 lr 0.000012 time 0.4446 (0.7016) loss 1336.6892 (1314.8209) grad_norm 265.1187 (234.3126) embed_mse 1335.5958 (1313.7345) mask_bce 0.2488 (0.2452) mask_dice 0.8447 (0.8413) mem 21941MB +[2025-12-25 05:56:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][570/1573] eta 0:11:39 lr 0.000012 time 0.4185 (0.6976) loss 1260.8353 (1314.6735) grad_norm 166.1704 (233.3528) embed_mse 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(0.8412) mem 21941MB +[2025-12-25 05:56:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][610/1573] eta 0:11:09 lr 0.000012 time 2.4435 (0.6953) loss 1289.8153 (1314.0539) grad_norm 166.1490 (229.4069) embed_mse 1288.7134 (1312.9672) mask_bce 0.2460 (0.2455) mask_dice 0.8559 (0.8412) mem 21941MB +[2025-12-25 05:56:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][620/1573] eta 0:10:58 lr 0.000012 time 0.4216 (0.6909) loss 1305.3228 (1313.8520) grad_norm 296.4929 (230.2782) embed_mse 1304.1194 (1312.7650) mask_bce 0.3512 (0.2458) mask_dice 0.8522 (0.8412) mem 21941MB +[2025-12-25 05:56:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][630/1573] eta 0:10:48 lr 0.000012 time 0.4199 (0.6882) loss 1272.9915 (1313.9708) grad_norm 211.9258 (230.0429) embed_mse 1271.9351 (1312.8838) mask_bce 0.2118 (0.2457) mask_dice 0.8446 (0.8412) mem 21941MB +[2025-12-25 05:57:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][640/1573] eta 0:10:38 lr 0.000012 time 0.4567 (0.6848) loss 1291.4712 (1314.0371) grad_norm 174.3714 (228.9613) embed_mse 1290.3601 (1312.9502) mask_bce 0.2857 (0.2458) mask_dice 0.8255 (0.8411) mem 21941MB +[2025-12-25 05:57:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][650/1573] eta 0:10:32 lr 0.000012 time 0.4310 (0.6851) loss 1307.1913 (1313.8694) grad_norm 312.3625 (229.9910) embed_mse 1306.0720 (1312.7823) mask_bce 0.2449 (0.2459) mask_dice 0.8743 (0.8412) mem 21941MB +[2025-12-25 05:57:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][660/1573] eta 0:10:26 lr 0.000012 time 0.4230 (0.6857) loss 1343.9323 (1313.7530) grad_norm 186.0770 (229.4554) embed_mse 1342.7726 (1312.6658) mask_bce 0.3435 (0.2462) mask_dice 0.8161 (0.8411) mem 21941MB +[2025-12-25 05:57:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][670/1573] eta 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grad_norm 214.8782 (226.5956) embed_mse 1306.1832 (1312.3711) mask_bce 0.1891 (0.2460) mask_dice 0.8701 (0.8411) mem 21941MB +[2025-12-25 05:57:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][710/1573] eta 0:09:49 lr 0.000012 time 0.4254 (0.6827) loss 1311.8925 (1313.3014) grad_norm 259.5705 (226.9703) embed_mse 1310.8245 (1312.2144) mask_bce 0.2355 (0.2461) mask_dice 0.8323 (0.8410) mem 21941MB +[2025-12-25 05:57:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][720/1573] eta 0:09:41 lr 0.000012 time 0.4183 (0.6815) loss 1299.8135 (1313.1646) grad_norm 205.2807 (225.8663) embed_mse 1298.7194 (1312.0775) mask_bce 0.2619 (0.2462) mask_dice 0.8323 (0.8409) mem 21941MB +[2025-12-25 05:58:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][730/1573] eta 0:09:37 lr 0.000012 time 0.4231 (0.6853) loss 1309.6959 (1313.1036) grad_norm 196.1298 (225.5395) embed_mse 1308.5430 (1312.0165) mask_bce 0.2940 (0.2461) mask_dice 0.8591 (0.8410) mem 21941MB +[2025-12-25 05:58:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][740/1573] eta 0:09:34 lr 0.000012 time 0.4205 (0.6903) loss 1338.6161 (1313.5057) grad_norm 364.0494 (227.0450) embed_mse 1337.5188 (1312.4187) mask_bce 0.2740 (0.2460) mask_dice 0.8234 (0.8410) mem 21941MB +[2025-12-25 05:58:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][750/1573] eta 0:09:25 lr 0.000012 time 0.4289 (0.6868) loss 1298.4131 (1313.5511) grad_norm 255.4013 (227.3499) embed_mse 1297.3314 (1312.4642) mask_bce 0.2397 (0.2459) mask_dice 0.8420 (0.8409) mem 21941MB +[2025-12-25 05:58:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][760/1573] eta 0:09:15 lr 0.000012 time 0.4167 (0.6835) loss 1311.3051 (1313.4275) grad_norm 163.8526 (226.3500) embed_mse 1310.2402 (1312.3406) mask_bce 0.2071 (0.2459) mask_dice 0.8577 (0.8409) mem 21941MB +[2025-12-25 05:58:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][770/1573] eta 0:09:08 lr 0.000012 time 0.4214 (0.6829) loss 1344.5225 (1313.4743) grad_norm 286.6871 (226.9785) embed_mse 1343.4590 (1312.3875) mask_bce 0.1990 (0.2460) mask_dice 0.8645 (0.8409) mem 21941MB +[2025-12-25 05:58:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][780/1573] eta 0:09:02 lr 0.000012 time 0.4233 (0.6839) loss 1245.8352 (1313.4181) grad_norm 208.9290 (226.7924) embed_mse 1244.7274 (1312.3311) mask_bce 0.2607 (0.2461) mask_dice 0.8471 (0.8409) mem 21941MB +[2025-12-25 05:58:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][790/1573] eta 0:08:58 lr 0.000012 time 0.4230 (0.6882) loss 1382.7018 (1313.6508) grad_norm 464.0040 (229.2130) embed_mse 1381.6284 (1312.5638) mask_bce 0.2135 (0.2461) mask_dice 0.8598 (0.8409) mem 21941MB +[2025-12-25 05:58:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][800/1573] eta 0:08:51 lr 0.000012 time 0.4238 (0.6870) loss 1372.0228 (1313.4469) grad_norm 231.1949 (228.8905) embed_mse 1370.9465 (1312.3600) mask_bce 0.2296 (0.2461) mask_dice 0.8467 (0.8408) mem 21941MB +[2025-12-25 05:58:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][810/1573] eta 0:08:44 lr 0.000012 time 0.4658 (0.6869) loss 1307.8191 (1313.3212) grad_norm 281.5646 (229.4120) embed_mse 1306.7048 (1312.2344) mask_bce 0.2826 (0.2461) mask_dice 0.8317 (0.8407) mem 21941MB +[2025-12-25 05:59:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][820/1573] eta 0:08:35 lr 0.000012 time 0.4417 (0.6851) loss 1348.2998 (1313.4326) grad_norm 233.5767 (229.4528) embed_mse 1347.1940 (1312.3457) mask_bce 0.2648 (0.2462) mask_dice 0.8410 (0.8406) mem 21941MB +[2025-12-25 05:59:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][830/1573] eta 0:08:32 lr 0.000012 time 0.4300 (0.6903) loss 1330.5228 (1313.4474) grad_norm 209.7782 (229.2618) embed_mse 1329.4384 (1312.3607) mask_bce 0.2292 (0.2460) mask_dice 0.8552 (0.8407) mem 21941MB +[2025-12-25 05:59:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][840/1573] eta 0:08:23 lr 0.000012 time 0.4254 (0.6875) loss 1312.3533 (1313.2479) grad_norm 168.6716 (229.4707) embed_mse 1311.2579 (1312.1611) mask_bce 0.2631 (0.2462) mask_dice 0.8323 (0.8406) mem 21941MB +[2025-12-25 05:59:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][850/1573] eta 0:08:16 lr 0.000012 time 1.5672 (0.6861) loss 1313.4340 (1313.1276) grad_norm 165.3331 (228.8656) embed_mse 1312.3586 (1312.0409) mask_bce 0.2523 (0.2461) mask_dice 0.8231 (0.8407) mem 21941MB +[2025-12-25 05:59:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][860/1573] eta 0:08:08 lr 0.000012 time 2.6395 (0.6856) loss 1289.2469 (1313.1012) grad_norm 324.5745 (229.7601) embed_mse 1288.2015 (1312.0144) mask_bce 0.2172 (0.2461) mask_dice 0.8283 (0.8407) mem 21941MB +[2025-12-25 05:59:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][870/1573] eta 0:08:09 lr 0.000012 time 0.4308 (0.6961) loss 1379.1676 (1313.4807) grad_norm 150.0550 (229.0221) embed_mse 1378.0837 (1312.3939) mask_bce 0.2453 (0.2461) mask_dice 0.8386 (0.8406) mem 21941MB +[2025-12-25 05:59:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][880/1573] eta 0:08:00 lr 0.000012 time 0.4311 (0.6933) loss 1345.2377 (1313.5681) grad_norm 297.4797 (229.4203) embed_mse 1344.1741 (1312.4813) mask_bce 0.2100 (0.2462) mask_dice 0.8536 (0.8407) mem 21941MB +[2025-12-25 05:59:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][890/1573] eta 0:07:52 lr 0.000012 time 0.4599 (0.6911) loss 1377.6147 (1313.8172) grad_norm 333.2887 (230.3560) embed_mse 1376.5317 (1312.7304) mask_bce 0.2530 (0.2461) mask_dice 0.8301 (0.8407) mem 21941MB +[2025-12-25 06:00:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][900/1573] eta 0:07:46 lr 0.000012 time 0.5404 (0.6931) loss 1316.9257 (1313.7285) grad_norm 206.8873 (230.1465) embed_mse 1315.8414 (1312.6419) mask_bce 0.2491 (0.2459) mask_dice 0.8350 (0.8407) mem 21941MB +[2025-12-25 06:00:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][910/1573] eta 0:07:39 lr 0.000012 time 0.4213 (0.6924) loss 1321.3973 (1313.6081) grad_norm 154.7141 (229.4790) embed_mse 1320.3484 (1312.5215) mask_bce 0.2177 (0.2459) mask_dice 0.8312 (0.8406) mem 21941MB +[2025-12-25 06:00:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][920/1573] eta 0:07:35 lr 0.000012 time 0.4239 (0.6983) loss 1269.5052 (1313.7642) grad_norm 225.9208 (228.9052) embed_mse 1268.3813 (1312.6776) mask_bce 0.3025 (0.2460) mask_dice 0.8214 (0.8406) mem 21941MB +[2025-12-25 06:00:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][930/1573] eta 0:07:31 lr 0.000012 time 0.4374 (0.7023) loss 1340.6969 (1313.7309) grad_norm 190.2067 (228.5716) embed_mse 1339.6112 (1312.6444) mask_bce 0.2147 (0.2460) mask_dice 0.8710 (0.8405) mem 21941MB +[2025-12-25 06:00:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][940/1573] eta 0:07:24 lr 0.000012 time 0.4289 (0.7023) loss 1291.7632 (1313.5796) grad_norm 172.8644 (228.0955) embed_mse 1290.6990 (1312.4930) mask_bce 0.2211 (0.2461) mask_dice 0.8432 (0.8405) mem 21941MB +[2025-12-25 06:00:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][950/1573] eta 0:07:15 lr 0.000012 time 0.4278 (0.6996) loss 1325.7850 (1313.4416) grad_norm 208.7664 (227.9317) embed_mse 1324.7063 (1312.3551) mask_bce 0.2458 (0.2461) mask_dice 0.8329 (0.8404) mem 21941MB +[2025-12-25 06:00:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][960/1573] eta 0:07:11 lr 0.000012 time 0.4265 (0.7036) loss 1284.0393 (1313.2797) grad_norm 222.9844 (227.7861) embed_mse 1282.9504 (1312.1932) mask_bce 0.2579 (0.2461) mask_dice 0.8310 (0.8404) mem 21941MB +[2025-12-25 06:01:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][970/1573] eta 0:07:04 lr 0.000012 time 2.9990 (0.7034) loss 1309.1827 (1313.2859) grad_norm 205.0656 (227.5983) embed_mse 1308.0867 (1312.1993) mask_bce 0.2727 (0.2463) mask_dice 0.8234 (0.8403) mem 21941MB +[2025-12-25 06:01:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][980/1573] eta 0:06:57 lr 0.000012 time 0.4238 (0.7036) loss 1312.0771 (1313.2306) grad_norm 156.2989 (227.0139) embed_mse 1311.0116 (1312.1440) mask_bce 0.1832 (0.2463) mask_dice 0.8824 (0.8403) mem 21941MB +[2025-12-25 06:01:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][990/1573] eta 0:06:48 lr 0.000012 time 0.4685 (0.7014) loss 1381.7852 (1313.3775) grad_norm 157.2861 (226.4470) embed_mse 1380.6935 (1312.2910) mask_bce 0.2366 (0.2463) mask_dice 0.8551 (0.8403) mem 21941MB +[2025-12-25 06:01:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1000/1573] eta 0:06:41 lr 0.000012 time 0.4237 (0.7005) loss 1371.8132 (1313.5574) grad_norm 216.8810 (226.5378) embed_mse 1370.7224 (1312.4709) mask_bce 0.2387 (0.2462) mask_dice 0.8520 (0.8403) mem 21941MB +[2025-12-25 06:01:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1010/1573] eta 0:06:33 lr 0.000012 time 0.4223 (0.6981) loss 1339.0593 (1313.6741) grad_norm 236.3550 (226.6157) embed_mse 1337.9720 (1312.5873) mask_bce 0.2348 (0.2464) mask_dice 0.8524 (0.8404) mem 21941MB +[2025-12-25 06:01:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1020/1573] eta 0:06:24 lr 0.000012 time 0.4336 (0.6954) loss 1351.5214 (1313.6268) grad_norm 167.5190 (226.1503) embed_mse 1350.4465 (1312.5400) mask_bce 0.2473 (0.2464) mask_dice 0.8275 (0.8404) mem 21941MB +[2025-12-25 06:01:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1030/1573] eta 0:06:21 lr 0.000012 time 5.4944 (0.7021) loss 1331.9113 (1313.6748) grad_norm 218.0389 (226.0870) embed_mse 1330.8182 (1312.5880) mask_bce 0.2603 (0.2464) mask_dice 0.8327 (0.8405) mem 21941MB +[2025-12-25 06:01:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1040/1573] eta 0:06:13 lr 0.000012 time 0.4371 (0.6999) loss 1318.3534 (1313.6669) grad_norm 239.1079 (225.8748) embed_mse 1317.2749 (1312.5801) mask_bce 0.2424 (0.2464) mask_dice 0.8361 (0.8404) mem 21941MB +[2025-12-25 06:01:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1050/1573] eta 0:06:04 lr 0.000012 time 0.4584 (0.6974) loss 1295.7168 (1313.6403) grad_norm 167.5296 (225.4294) embed_mse 1294.6615 (1312.5535) mask_bce 0.1882 (0.2464) mask_dice 0.8671 (0.8404) mem 21941MB +[2025-12-25 06:02:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1060/1573] eta 0:05:59 lr 0.000012 time 0.4545 (0.7010) loss 1346.3618 (1313.7501) grad_norm 158.9101 (224.9255) embed_mse 1345.2821 (1312.6633) mask_bce 0.2306 (0.2464) mask_dice 0.8491 (0.8404) mem 21941MB +[2025-12-25 06:02:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1070/1573] eta 0:05:52 lr 0.000012 time 0.4377 (0.7005) loss 1300.9774 (1313.7006) grad_norm 163.3574 (224.4626) embed_mse 1299.9226 (1312.6138) mask_bce 0.2274 (0.2465) mask_dice 0.8274 (0.8403) mem 21941MB +[2025-12-25 06:02:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1080/1573] eta 0:05:45 lr 0.000012 time 0.4290 (0.7013) loss 1341.8804 (1313.8904) grad_norm 178.0006 (223.6835) embed_mse 1340.8152 (1312.8035) mask_bce 0.2439 (0.2465) mask_dice 0.8212 (0.8403) mem 21941MB +[2025-12-25 06:02:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1090/1573] eta 0:05:41 lr 0.000012 time 0.4446 (0.7064) loss 1313.2239 (1313.8848) grad_norm 239.5726 (223.8004) embed_mse 1312.1104 (1312.7979) mask_bce 0.2645 (0.2465) mask_dice 0.8490 (0.8403) mem 21941MB +[2025-12-25 06:02:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1100/1573] eta 0:05:33 lr 0.000012 time 0.4309 (0.7053) loss 1306.1094 (1313.7945) grad_norm 165.0608 (223.3716) embed_mse 1305.0468 (1312.7077) mask_bce 0.2098 (0.2464) mask_dice 0.8528 (0.8404) mem 21941MB +[2025-12-25 06:02:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1110/1573] eta 0:05:29 lr 0.000012 time 5.3119 (0.7109) loss 1271.6217 (1313.6992) grad_norm 172.1993 (223.0008) embed_mse 1270.5499 (1312.6124) mask_bce 0.2326 (0.2464) mask_dice 0.8393 (0.8403) mem 21941MB +[2025-12-25 06:03:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1120/1573] eta 0:05:23 lr 0.000012 time 0.4378 (0.7131) loss 1356.1729 (1313.9321) grad_norm 244.5747 (222.7397) embed_mse 1355.0607 (1312.8455) mask_bce 0.2542 (0.2461) mask_dice 0.8580 (0.8405) mem 21941MB +[2025-12-25 06:03:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1130/1573] eta 0:05:14 lr 0.000012 time 0.4278 (0.7108) loss 1282.0956 (1313.8090) grad_norm 162.6156 (222.3133) embed_mse 1281.0139 (1312.7225) mask_bce 0.2572 (0.2461) mask_dice 0.8245 (0.8405) mem 21941MB +[2025-12-25 06:03:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1140/1573] eta 0:05:08 lr 0.000012 time 0.4243 (0.7132) loss 1290.3136 (1313.7680) grad_norm 202.9370 (222.1768) embed_mse 1289.2371 (1312.6813) mask_bce 0.2318 (0.2462) mask_dice 0.8448 (0.8404) mem 21941MB +[2025-12-25 06:03:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1150/1573] eta 0:05:01 lr 0.000012 time 0.4234 (0.7137) loss 1388.3463 (1313.7730) grad_norm 224.2433 (222.1913) embed_mse 1387.2628 (1312.6864) mask_bce 0.2406 (0.2462) mask_dice 0.8429 (0.8405) mem 21941MB +[2025-12-25 06:03:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1160/1573] eta 0:04:55 lr 0.000012 time 0.4213 (0.7160) loss 1295.7709 (1313.5485) grad_norm 184.2148 (221.5809) embed_mse 1294.6840 (1312.4619) mask_bce 0.2571 (0.2461) mask_dice 0.8298 (0.8405) mem 21941MB +[2025-12-25 06:03:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1170/1573] eta 0:04:48 lr 0.000012 time 0.4423 (0.7169) loss 1276.5597 (1313.5673) grad_norm 242.8615 (221.7267) embed_mse 1275.4921 (1312.4807) mask_bce 0.2306 (0.2461) mask_dice 0.8370 (0.8404) mem 21941MB +[2025-12-25 06:03:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1180/1573] eta 0:04:42 lr 0.000011 time 0.4872 (0.7181) loss 1326.4993 (1313.5173) grad_norm 213.7093 (221.6721) embed_mse 1325.3901 (1312.4308) mask_bce 0.2833 (0.2461) mask_dice 0.8258 (0.8404) mem 21941MB +[2025-12-25 06:03:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1190/1573] eta 0:04:35 lr 0.000011 time 0.4258 (0.7198) loss 1251.5378 (1313.5988) grad_norm 242.8388 (221.8152) embed_mse 1250.4592 (1312.5123) mask_bce 0.2580 (0.2461) mask_dice 0.8207 (0.8404) mem 21941MB +[2025-12-25 06:04:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1200/1573] eta 0:04:27 lr 0.000011 time 0.4228 (0.7179) loss 1237.4176 (1313.4470) grad_norm 270.1202 (221.7313) embed_mse 1236.3269 (1312.3606) mask_bce 0.2520 (0.2460) mask_dice 0.8387 (0.8404) mem 21941MB +[2025-12-25 06:04:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1210/1573] eta 0:04:21 lr 0.000011 time 0.4280 (0.7194) loss 1330.9327 (1313.3424) grad_norm 307.9034 (222.3020) embed_mse 1329.8475 (1312.2560) mask_bce 0.2451 (0.2460) mask_dice 0.8401 (0.8404) mem 21941MB +[2025-12-25 06:04:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1220/1573] eta 0:04:15 lr 0.000011 time 0.4380 (0.7238) loss 1259.9491 (1313.2694) grad_norm 153.0222 (221.8462) embed_mse 1258.8577 (1312.1830) mask_bce 0.2463 (0.2460) mask_dice 0.8451 (0.8404) mem 21941MB +[2025-12-25 06:04:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1230/1573] eta 0:04:07 lr 0.000011 time 0.4255 (0.7215) loss 1355.7667 (1313.3265) grad_norm 259.9182 (222.0951) embed_mse 1354.7003 (1312.2403) mask_bce 0.2358 (0.2458) mask_dice 0.8306 (0.8404) mem 21941MB +[2025-12-25 06:04:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1240/1573] eta 0:03:59 lr 0.000011 time 1.5639 (0.7202) loss 1343.9730 (1313.2219) grad_norm 256.1475 (221.9397) embed_mse 1342.9111 (1312.1357) mask_bce 0.2366 (0.2458) mask_dice 0.8253 (0.8404) mem 21941MB +[2025-12-25 06:04:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1250/1573] eta 0:03:53 lr 0.000011 time 0.4464 (0.7214) loss 1194.9930 (1313.1518) grad_norm 169.6051 (221.6042) embed_mse 1193.8722 (1312.0656) mask_bce 0.2736 (0.2458) mask_dice 0.8473 (0.8404) mem 21941MB +[2025-12-25 06:04:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1260/1573] eta 0:03:46 lr 0.000011 time 0.4288 (0.7222) loss 1260.8156 (1313.0796) grad_norm 210.7715 (221.5352) embed_mse 1259.7599 (1311.9935) mask_bce 0.2062 (0.2457) mask_dice 0.8494 (0.8405) mem 21941MB +[2025-12-25 06:05:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1270/1573] eta 0:03:40 lr 0.000011 time 0.4234 (0.7262) loss 1313.6031 (1313.0025) grad_norm 207.9598 (221.4493) embed_mse 1312.5250 (1311.9162) mask_bce 0.2277 (0.2459) mask_dice 0.8504 (0.8404) mem 21941MB +[2025-12-25 06:05:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1280/1573] eta 0:03:32 lr 0.000011 time 0.4309 (0.7261) loss 1315.4783 (1312.8712) grad_norm 267.4330 (221.5640) embed_mse 1314.3506 (1311.7849) mask_bce 0.2887 (0.2459) mask_dice 0.8390 (0.8404) mem 21941MB +[2025-12-25 06:05:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1290/1573] eta 0:03:26 lr 0.000011 time 0.4243 (0.7287) loss 1321.4092 (1312.9126) grad_norm 207.2593 (221.4752) embed_mse 1320.3281 (1311.8264) mask_bce 0.2500 (0.2459) mask_dice 0.8311 (0.8404) mem 21941MB +[2025-12-25 06:05:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1300/1573] eta 0:03:19 lr 0.000011 time 0.4389 (0.7295) loss 1304.1111 (1312.8317) grad_norm 234.6146 (221.5563) embed_mse 1303.0474 (1311.7455) mask_bce 0.1890 (0.2458) mask_dice 0.8748 (0.8405) mem 21941MB +[2025-12-25 06:05:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1310/1573] eta 0:03:12 lr 0.000011 time 3.2371 (0.7322) loss 1324.2107 (1312.8802) grad_norm 206.9595 (221.4667) embed_mse 1323.1449 (1311.7940) mask_bce 0.2045 (0.2457) mask_dice 0.8612 (0.8405) mem 21941MB +[2025-12-25 06:05:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1320/1573] eta 0:03:05 lr 0.000011 time 0.4485 (0.7326) loss 1263.5568 (1312.9909) grad_norm 219.9327 (221.7668) embed_mse 1262.4883 (1311.9048) mask_bce 0.2172 (0.2456) mask_dice 0.8513 (0.8405) mem 21941MB +[2025-12-25 06:05:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1330/1573] eta 0:02:58 lr 0.000011 time 0.4282 (0.7335) loss 1354.2893 (1313.0693) grad_norm 234.1333 (221.8413) embed_mse 1353.2021 (1311.9831) mask_bce 0.2481 (0.2456) mask_dice 0.8391 (0.8405) mem 21941MB +[2025-12-25 06:06:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1340/1573] eta 0:02:51 lr 0.000011 time 0.4448 (0.7344) loss 1396.0098 (1313.1463) grad_norm 152.1328 (221.4239) embed_mse 1394.9094 (1312.0600) mask_bce 0.2691 (0.2459) mask_dice 0.8313 (0.8405) mem 21941MB +[2025-12-25 06:06:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1350/1573] eta 0:02:43 lr 0.000011 time 3.7124 (0.7346) loss 1375.8634 (1313.2489) grad_norm 154.1193 (221.0233) embed_mse 1374.7670 (1312.1626) mask_bce 0.2376 (0.2458) mask_dice 0.8589 (0.8405) mem 21941MB +[2025-12-25 06:06:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1360/1573] eta 0:02:36 lr 0.000011 time 0.4208 (0.7335) loss 1268.2175 (1313.3112) grad_norm 177.3973 (220.8468) embed_mse 1267.1121 (1312.2248) mask_bce 0.2690 (0.2459) mask_dice 0.8364 (0.8405) mem 21941MB +[2025-12-25 06:06:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1370/1573] eta 0:02:29 lr 0.000011 time 0.4321 (0.7347) loss 1320.3298 (1313.3534) grad_norm 367.2326 (221.7029) embed_mse 1319.2552 (1312.2670) mask_bce 0.2343 (0.2459) mask_dice 0.8403 (0.8405) mem 21941MB +[2025-12-25 06:06:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1380/1573] eta 0:02:21 lr 0.000011 time 0.4302 (0.7345) loss 1352.8622 (1313.3913) grad_norm 298.2399 (222.1478) embed_mse 1351.7822 (1312.3049) mask_bce 0.2250 (0.2458) mask_dice 0.8549 (0.8405) mem 21941MB +[2025-12-25 06:06:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1390/1573] eta 0:02:14 lr 0.000011 time 0.4339 (0.7324) loss 1292.3478 (1313.4228) grad_norm 239.0509 (222.2455) embed_mse 1291.2626 (1312.3364) mask_bce 0.2360 (0.2458) mask_dice 0.8492 (0.8405) mem 21941MB +[2025-12-25 06:06:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1400/1573] eta 0:02:07 lr 0.000011 time 0.4201 (0.7350) loss 1318.6588 (1313.4609) grad_norm 422.5054 (224.1562) embed_mse 1317.5787 (1312.3745) mask_bce 0.2342 (0.2459) mask_dice 0.8460 (0.8405) mem 21941MB +[2025-12-25 06:06:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1410/1573] eta 0:01:59 lr 0.000011 time 0.4193 (0.7341) loss 1334.4130 (1313.4763) grad_norm 176.7541 (223.8869) embed_mse 1333.3560 (1312.3900) mask_bce 0.2039 (0.2458) mask_dice 0.8532 (0.8405) mem 21941MB +[2025-12-25 06:07:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1420/1573] eta 0:01:52 lr 0.000011 time 0.4305 (0.7331) loss 1314.0408 (1313.4469) grad_norm 131.4393 (223.3646) embed_mse 1312.9447 (1312.3606) mask_bce 0.2576 (0.2459) mask_dice 0.8385 (0.8405) mem 21941MB +[2025-12-25 06:07:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1430/1573] eta 0:01:44 lr 0.000011 time 0.4253 (0.7340) loss 1282.0326 (1313.3969) grad_norm 162.3113 (223.0216) embed_mse 1280.9294 (1312.3105) mask_bce 0.2846 (0.2459) mask_dice 0.8184 (0.8405) mem 21941MB +[2025-12-25 06:07:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1440/1573] eta 0:01:37 lr 0.000011 time 0.4202 (0.7338) loss 1311.8014 (1313.4145) grad_norm 208.7507 (223.0450) embed_mse 1310.7393 (1312.3282) mask_bce 0.2013 (0.2458) mask_dice 0.8609 (0.8405) mem 21941MB +[2025-12-25 06:07:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1450/1573] eta 0:01:30 lr 0.000011 time 0.4268 (0.7329) loss 1287.6218 (1313.3537) grad_norm 279.9063 (223.3591) embed_mse 1286.5337 (1312.2675) mask_bce 0.2542 (0.2458) mask_dice 0.8340 (0.8405) mem 21941MB +[2025-12-25 06:07:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1460/1573] eta 0:01:22 lr 0.000011 time 0.7487 (0.7315) loss 1363.8759 (1313.3017) grad_norm 200.5865 (223.2340) embed_mse 1362.7892 (1312.2153) mask_bce 0.2438 (0.2459) mask_dice 0.8428 (0.8405) mem 21941MB +[2025-12-25 06:07:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1470/1573] eta 0:01:15 lr 0.000011 time 0.4302 (0.7337) loss 1311.6135 (1313.3211) grad_norm 236.5294 (223.3067) embed_mse 1310.5302 (1312.2346) mask_bce 0.2458 (0.2459) mask_dice 0.8376 (0.8405) mem 21941MB +[2025-12-25 06:07:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1480/1573] eta 0:01:08 lr 0.000011 time 0.4288 (0.7361) loss 1304.6206 (1313.3651) grad_norm 219.7110 (223.0857) embed_mse 1303.5383 (1312.2786) mask_bce 0.2346 (0.2460) mask_dice 0.8477 (0.8405) mem 21941MB +[2025-12-25 06:07:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1490/1573] eta 0:01:01 lr 0.000011 time 0.4401 (0.7363) loss 1303.9730 (1313.4162) grad_norm 179.2258 (222.8499) embed_mse 1302.8657 (1312.3297) mask_bce 0.2986 (0.2460) mask_dice 0.8087 (0.8405) mem 21941MB +[2025-12-25 06:08:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1500/1573] eta 0:00:53 lr 0.000011 time 0.4407 (0.7344) loss 1298.2999 (1313.4130) grad_norm 196.3471 (222.7082) embed_mse 1297.1914 (1312.3265) mask_bce 0.2866 (0.2460) mask_dice 0.8220 (0.8405) mem 21941MB +[2025-12-25 06:08:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1510/1573] eta 0:00:46 lr 0.000011 time 0.4216 (0.7340) loss 1354.9727 (1313.3999) grad_norm 186.3512 (222.5148) embed_mse 1353.8599 (1312.3135) mask_bce 0.2893 (0.2459) mask_dice 0.8235 (0.8405) mem 21941MB +[2025-12-25 06:08:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1520/1573] eta 0:00:39 lr 0.000011 time 0.4231 (0.7372) loss 1270.2617 (1313.4678) grad_norm 217.7750 (222.3354) embed_mse 1269.0568 (1312.3814) mask_bce 0.3536 (0.2459) mask_dice 0.8513 (0.8405) mem 21941MB +[2025-12-25 06:08:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1530/1573] eta 0:00:31 lr 0.000011 time 0.4270 (0.7353) loss 1326.3154 (1313.5317) grad_norm 201.1527 (222.2245) embed_mse 1325.2482 (1312.4454) mask_bce 0.2258 (0.2458) mask_dice 0.8414 (0.8405) mem 21941MB +[2025-12-25 06:08:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1540/1573] eta 0:00:24 lr 0.000011 time 0.4262 (0.7353) loss 1273.9579 (1313.3342) grad_norm 453.8770 (223.4310) embed_mse 1272.8824 (1312.2479) mask_bce 0.2553 (0.2458) mask_dice 0.8202 (0.8405) mem 21941MB +[2025-12-25 06:08:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1550/1573] eta 0:00:16 lr 0.000011 time 3.9550 (0.7389) loss 1266.2704 (1313.3927) grad_norm 213.3458 (223.3787) embed_mse 1265.1566 (1312.3064) mask_bce 0.2707 (0.2457) mask_dice 0.8431 (0.8405) mem 21941MB +[2025-12-25 06:08:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1560/1573] eta 0:00:09 lr 0.000011 time 0.4319 (0.7369) loss 1268.0802 (1313.3235) grad_norm 204.4030 (223.4427) embed_mse 1267.0310 (1312.2373) mask_bce 0.2084 (0.2457) mask_dice 0.8408 (0.8405) mem 21941MB +[2025-12-25 06:08:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [20/30][1570/1573] eta 0:00:02 lr 0.000011 time 0.4228 (0.7350) loss 1265.5601 (1313.3060) grad_norm 265.2852 (223.6562) embed_mse 1264.4598 (1312.2199) mask_bce 0.2680 (0.2456) mask_dice 0.8321 (0.8405) mem 21941MB +[2025-12-25 06:08:57 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 20 training takes 0:19:16 +[2025-12-25 06:09:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][0/1573] eta 3:09:43 lr 0.000011 time 7.2365 (7.2365) loss 1266.2462 (1266.2462) grad_norm 0.0000 (0.0000) embed_mse 1265.1561 (1265.1561) mask_bce 0.2476 (0.2476) mask_dice 0.8426 (0.8426) mem 21941MB +[2025-12-25 06:09:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][10/1573] eta 0:29:18 lr 0.000011 time 0.4299 (1.1251) loss 1354.1967 (1297.2691) grad_norm 319.2556 (319.2556) embed_mse 1353.1243 (1296.1874) mask_bce 0.2367 (0.2436) mask_dice 0.8357 (0.8381) mem 21941MB +[2025-12-25 06:09:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][20/1573] eta 0:27:59 lr 0.000011 time 0.4287 (1.0818) loss 1327.1038 (1296.7680) grad_norm 236.4501 (277.8529) embed_mse 1326.0353 (1295.6911) mask_bce 0.2070 (0.2359) mask_dice 0.8614 (0.8409) mem 21941MB +[2025-12-25 06:09:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][30/1573] eta 0:22:52 lr 0.000011 time 0.4276 (0.8897) loss 1306.6945 (1301.1645) grad_norm 308.5182 (288.0746) embed_mse 1305.6118 (1300.0881) mask_bce 0.2183 (0.2354) mask_dice 0.8644 (0.8410) mem 21941MB +[2025-12-25 06:09:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][40/1573] eta 0:20:45 lr 0.000011 time 0.4371 (0.8127) loss 1328.9575 (1302.2851) grad_norm 237.5643 (260.4254) embed_mse 1327.8470 (1301.2057) mask_bce 0.2738 (0.2395) mask_dice 0.8367 (0.8399) mem 21941MB +[2025-12-25 06:09:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][50/1573] eta 0:19:27 lr 0.000011 time 0.8320 (0.7669) loss 1284.9250 (1304.9402) grad_norm 177.5375 (246.6108) embed_mse 1283.8267 (1303.8608) mask_bce 0.2532 (0.2384) mask_dice 0.8451 (0.8410) mem 21941MB +[2025-12-25 06:09:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][60/1573] eta 0:19:09 lr 0.000011 time 0.4302 (0.7596) loss 1338.1096 (1302.6488) grad_norm 217.8327 (242.4996) embed_mse 1337.0448 (1301.5696) mask_bce 0.2216 (0.2375) mask_dice 0.8431 (0.8417) mem 21941MB +[2025-12-25 06:09:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][70/1573] eta 0:19:46 lr 0.000011 time 0.4495 (0.7891) loss 1283.4137 (1303.8957) grad_norm 173.9980 (233.9369) embed_mse 1282.3429 (1302.8157) mask_bce 0.2311 (0.2375) mask_dice 0.8397 (0.8425) mem 21941MB +[2025-12-25 06:09:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][80/1573] eta 0:18:43 lr 0.000011 time 0.4249 (0.7526) loss 1329.3093 (1305.6235) grad_norm 154.6695 (220.0031) embed_mse 1328.2147 (1304.5436) mask_bce 0.2555 (0.2378) mask_dice 0.8391 (0.8421) mem 21941MB +[2025-12-25 06:10:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][90/1573] eta 0:18:30 lr 0.000011 time 1.6360 (0.7489) loss 1262.9591 (1303.6747) grad_norm 222.0850 (220.1924) embed_mse 1261.8838 (1302.5937) mask_bce 0.2398 (0.2387) mask_dice 0.8354 (0.8424) mem 21941MB +[2025-12-25 06:10:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][100/1573] eta 0:18:57 lr 0.000011 time 0.4194 (0.7723) loss 1253.3473 (1303.9766) grad_norm 155.8847 (214.8334) embed_mse 1252.2358 (1302.8933) mask_bce 0.2905 (0.2407) mask_dice 0.8209 (0.8426) mem 21941MB +[2025-12-25 06:10:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][110/1573] eta 0:18:29 lr 0.000011 time 0.4527 (0.7582) loss 1316.3301 (1305.5285) grad_norm 196.9042 (213.4543) embed_mse 1315.2494 (1304.4455) mask_bce 0.2610 (0.2408) mask_dice 0.8197 (0.8423) mem 21941MB +[2025-12-25 06:10:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][120/1573] eta 0:18:05 lr 0.000011 time 0.4294 (0.7471) loss 1323.8297 (1306.8592) grad_norm 161.7616 (209.2848) embed_mse 1322.7197 (1305.7759) mask_bce 0.2775 (0.2409) mask_dice 0.8326 (0.8424) mem 21941MB +[2025-12-25 06:10:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][130/1573] eta 0:17:42 lr 0.000011 time 2.1507 (0.7366) loss 1332.2732 (1304.9592) grad_norm 167.5912 (206.6790) embed_mse 1331.2113 (1303.8769) mask_bce 0.2512 (0.2405) mask_dice 0.8107 (0.8418) mem 21941MB +[2025-12-25 06:10:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][140/1573] eta 0:17:18 lr 0.000011 time 0.7199 (0.7245) loss 1263.4026 (1305.1977) grad_norm 216.8949 (207.2799) embed_mse 1262.3110 (1304.1159) mask_bce 0.2493 (0.2398) mask_dice 0.8423 (0.8420) mem 21941MB +[2025-12-25 06:10:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][150/1573] eta 0:17:07 lr 0.000011 time 0.4250 (0.7217) loss 1280.2947 (1305.2325) grad_norm 282.7997 (211.4754) embed_mse 1279.2356 (1304.1507) mask_bce 0.2295 (0.2397) mask_dice 0.8295 (0.8421) mem 21941MB +[2025-12-25 06:10:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][160/1573] eta 0:17:48 lr 0.000011 time 0.4263 (0.7561) loss 1301.4465 (1305.4778) grad_norm 366.7920 (219.0812) embed_mse 1300.3480 (1304.3958) mask_bce 0.2513 (0.2400) mask_dice 0.8473 (0.8420) mem 21941MB +[2025-12-25 06:11:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][170/1573] eta 0:17:17 lr 0.000011 time 0.4440 (0.7396) loss 1246.5896 (1304.9794) grad_norm 185.1804 (217.4669) embed_mse 1245.5184 (1303.8966) mask_bce 0.2200 (0.2413) mask_dice 0.8512 (0.8415) mem 21941MB +[2025-12-25 06:11:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][180/1573] eta 0:16:49 lr 0.000011 time 0.4261 (0.7249) loss 1347.9347 (1305.5662) grad_norm 213.0083 (217.2642) embed_mse 1346.8604 (1304.4839) mask_bce 0.2361 (0.2407) mask_dice 0.8383 (0.8416) mem 21941MB +[2025-12-25 06:11:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][190/1573] eta 0:16:25 lr 0.000011 time 0.4288 (0.7129) loss 1315.1716 (1305.9459) grad_norm 226.7982 (217.6788) embed_mse 1314.0735 (1304.8632) mask_bce 0.2657 (0.2413) mask_dice 0.8325 (0.8414) mem 21941MB +[2025-12-25 06:11:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][200/1573] eta 0:16:00 lr 0.000011 time 0.4229 (0.6997) loss 1361.8574 (1307.0136) grad_norm 212.4105 (216.4620) embed_mse 1360.7437 (1305.9303) mask_bce 0.2650 (0.2412) mask_dice 0.8487 (0.8421) mem 21941MB +[2025-12-25 06:11:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][210/1573] eta 0:16:16 lr 0.000011 time 0.5707 (0.7165) loss 1339.0952 (1307.3723) grad_norm 222.9831 (216.7128) embed_mse 1337.9835 (1306.2885) mask_bce 0.2677 (0.2417) mask_dice 0.8440 (0.8420) mem 21941MB +[2025-12-25 06:11:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][220/1573] eta 0:16:09 lr 0.000011 time 0.4250 (0.7168) loss 1351.9807 (1308.3052) grad_norm 193.1794 (215.8412) embed_mse 1350.8749 (1307.2209) mask_bce 0.2528 (0.2421) mask_dice 0.8531 (0.8422) mem 21941MB +[2025-12-25 06:11:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][230/1573] eta 0:15:45 lr 0.000011 time 0.4237 (0.7042) loss 1293.8252 (1307.6824) grad_norm 179.5322 (214.5444) embed_mse 1292.7323 (1306.5984) mask_bce 0.2687 (0.2418) mask_dice 0.8243 (0.8422) mem 21941MB +[2025-12-25 06:11:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][240/1573] eta 0:15:53 lr 0.000011 time 0.4251 (0.7153) loss 1284.9089 (1308.2456) grad_norm 262.2502 (215.2881) embed_mse 1283.8444 (1307.1617) mask_bce 0.1802 (0.2413) mask_dice 0.8844 (0.8425) mem 21941MB +[2025-12-25 06:11:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][250/1573] eta 0:15:53 lr 0.000011 time 0.4265 (0.7206) loss 1384.4963 (1309.0848) grad_norm 173.8180 (213.9503) embed_mse 1383.4274 (1308.0011) mask_bce 0.2273 (0.2412) mask_dice 0.8417 (0.8425) mem 21941MB +[2025-12-25 06:12:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][260/1573] eta 0:15:31 lr 0.000011 time 0.4240 (0.7093) loss 1288.5543 (1308.6108) grad_norm 205.2250 (213.6777) embed_mse 1287.4866 (1307.5274) mask_bce 0.1994 (0.2408) mask_dice 0.8684 (0.8426) mem 21941MB +[2025-12-25 06:12:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][270/1573] eta 0:15:48 lr 0.000011 time 0.4204 (0.7282) loss 1279.4480 (1309.0622) grad_norm 224.5958 (214.0085) embed_mse 1278.4064 (1307.9785) mask_bce 0.1849 (0.2410) mask_dice 0.8567 (0.8426) mem 21941MB +[2025-12-25 06:12:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][280/1573] eta 0:15:27 lr 0.000011 time 0.4252 (0.7174) loss 1296.4841 (1309.1314) grad_norm 239.7005 (214.9988) embed_mse 1295.3933 (1308.0476) mask_bce 0.2400 (0.2410) mask_dice 0.8508 (0.8428) mem 21941MB +[2025-12-25 06:12:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][290/1573] eta 0:15:19 lr 0.000011 time 1.4722 (0.7169) loss 1327.0394 (1309.3261) grad_norm 194.6140 (214.4325) embed_mse 1325.9534 (1308.2420) mask_bce 0.2399 (0.2414) mask_dice 0.8461 (0.8428) mem 21941MB +[2025-12-25 06:12:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][300/1573] eta 0:15:14 lr 0.000011 time 0.4170 (0.7181) loss 1392.5253 (1309.2658) grad_norm 183.3162 (213.5915) embed_mse 1391.4457 (1308.1818) mask_bce 0.2334 (0.2414) mask_dice 0.8462 (0.8426) mem 21941MB +[2025-12-25 06:12:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][310/1573] eta 0:15:01 lr 0.000011 time 0.4216 (0.7138) loss 1297.6782 (1309.2275) grad_norm 308.4370 (216.0875) embed_mse 1296.5857 (1308.1437) mask_bce 0.2543 (0.2414) mask_dice 0.8382 (0.8425) mem 21941MB +[2025-12-25 06:12:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][320/1573] eta 0:14:57 lr 0.000011 time 0.4235 (0.7166) loss 1293.4318 (1309.4925) grad_norm 199.0434 (216.5251) embed_mse 1292.3665 (1308.4076) mask_bce 0.2291 (0.2423) mask_dice 0.8362 (0.8426) mem 21941MB +[2025-12-25 06:12:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][330/1573] eta 0:14:59 lr 0.000011 time 1.3305 (0.7234) loss 1331.5901 (1309.8264) grad_norm 177.3291 (215.5691) embed_mse 1330.4756 (1308.7411) mask_bce 0.2671 (0.2425) mask_dice 0.8474 (0.8428) mem 21941MB +[2025-12-25 06:13:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][340/1573] eta 0:14:43 lr 0.000011 time 0.4243 (0.7165) loss 1350.5868 (1309.5361) grad_norm 222.5741 (215.7359) embed_mse 1349.4465 (1308.4509) mask_bce 0.3163 (0.2424) mask_dice 0.8240 (0.8428) mem 21941MB +[2025-12-25 06:13:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][350/1573] eta 0:14:41 lr 0.000011 time 3.7847 (0.7209) loss 1249.5082 (1309.5082) grad_norm 263.4216 (216.8449) embed_mse 1248.4156 (1308.4227) mask_bce 0.2722 (0.2430) mask_dice 0.8203 (0.8425) mem 21941MB +[2025-12-25 06:13:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][360/1573] eta 0:14:37 lr 0.000010 time 0.4193 (0.7233) loss 1361.1925 (1309.9742) grad_norm 208.9062 (216.8947) embed_mse 1360.1243 (1308.8891) mask_bce 0.2271 (0.2427) mask_dice 0.8412 (0.8424) mem 21941MB +[2025-12-25 06:13:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][370/1573] eta 0:14:31 lr 0.000010 time 0.4193 (0.7248) loss 1284.8105 (1309.7067) grad_norm 157.6672 (215.6071) embed_mse 1283.6990 (1308.6216) mask_bce 0.2890 (0.2426) mask_dice 0.8225 (0.8425) mem 21941MB +[2025-12-25 06:13:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][380/1573] eta 0:14:24 lr 0.000010 time 0.4188 (0.7245) loss 1295.3948 (1309.7421) grad_norm 187.1886 (215.0025) embed_mse 1294.3353 (1308.6572) mask_bce 0.2018 (0.2424) mask_dice 0.8577 (0.8425) mem 21941MB +[2025-12-25 06:13:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][390/1573] eta 0:14:17 lr 0.000010 time 0.4244 (0.7245) loss 1315.8429 (1309.7315) grad_norm 209.8088 (214.8943) embed_mse 1314.7379 (1308.6467) mask_bce 0.2457 (0.2423) mask_dice 0.8593 (0.8425) mem 21941MB +[2025-12-25 06:13:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][400/1573] eta 0:14:11 lr 0.000010 time 0.4238 (0.7262) loss 1339.1365 (1309.9066) grad_norm 185.1857 (213.6906) embed_mse 1338.0297 (1308.8218) mask_bce 0.3067 (0.2424) mask_dice 0.8000 (0.8425) mem 21941MB +[2025-12-25 06:13:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][410/1573] eta 0:13:59 lr 0.000010 time 1.4443 (0.7214) loss 1278.6475 (1310.2415) grad_norm 237.0791 (214.1492) embed_mse 1277.5746 (1309.1567) mask_bce 0.2253 (0.2422) mask_dice 0.8475 (0.8425) mem 21941MB +[2025-12-25 06:14:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][420/1573] eta 0:13:55 lr 0.000010 time 0.4224 (0.7246) loss 1329.2102 (1310.4593) grad_norm 266.7383 (215.1605) embed_mse 1328.1600 (1309.3749) mask_bce 0.1868 (0.2418) mask_dice 0.8633 (0.8426) mem 21941MB +[2025-12-25 06:14:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][430/1573] eta 0:13:40 lr 0.000010 time 0.4187 (0.7176) loss 1372.4868 (1310.2421) grad_norm 263.7600 (216.0775) embed_mse 1371.4004 (1309.1573) mask_bce 0.2322 (0.2424) mask_dice 0.8543 (0.8424) mem 21941MB +[2025-12-25 06:14:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][440/1573] eta 0:13:34 lr 0.000010 time 0.4376 (0.7187) loss 1361.9729 (1310.5541) grad_norm 179.8102 (216.0502) embed_mse 1360.8650 (1309.4693) mask_bce 0.2459 (0.2424) mask_dice 0.8620 (0.8424) mem 21941MB +[2025-12-25 06:14:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][450/1573] eta 0:13:35 lr 0.000010 time 1.7710 (0.7261) loss 1307.0645 (1310.2939) grad_norm 176.2567 (215.3396) embed_mse 1306.0009 (1309.2091) mask_bce 0.2328 (0.2425) mask_dice 0.8309 (0.8423) mem 21941MB +[2025-12-25 06:14:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][460/1573] eta 0:13:26 lr 0.000010 time 0.4278 (0.7249) loss 1296.8513 (1310.5141) grad_norm 202.7931 (215.1195) embed_mse 1295.7134 (1309.4276) mask_bce 0.2705 (0.2440) mask_dice 0.8674 (0.8425) mem 21941MB +[2025-12-25 06:14:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][470/1573] eta 0:13:12 lr 0.000010 time 0.4230 (0.7186) loss 1314.3101 (1310.2332) grad_norm 160.9687 (214.1858) embed_mse 1313.2245 (1309.1466) mask_bce 0.2725 (0.2442) mask_dice 0.8129 (0.8424) mem 21941MB +[2025-12-25 06:14:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][480/1573] eta 0:13:07 lr 0.000010 time 0.4174 (0.7201) loss 1321.8142 (1310.3254) grad_norm 256.4490 (213.8687) embed_mse 1320.7524 (1309.2385) mask_bce 0.2033 (0.2446) mask_dice 0.8585 (0.8422) mem 21941MB +[2025-12-25 06:14:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][490/1573] eta 0:13:07 lr 0.000010 time 0.4185 (0.7273) loss 1296.7241 (1310.3373) grad_norm 177.7077 (213.2759) embed_mse 1295.5780 (1309.2505) mask_bce 0.2836 (0.2446) mask_dice 0.8626 (0.8422) mem 21941MB +[2025-12-25 06:15:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][500/1573] eta 0:13:11 lr 0.000010 time 7.0179 (0.7378) loss 1324.9562 (1310.1862) grad_norm 218.9664 (213.3677) embed_mse 1323.8427 (1309.0996) mask_bce 0.2730 (0.2444) mask_dice 0.8404 (0.8422) mem 21941MB +[2025-12-25 06:15:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][510/1573] eta 0:13:06 lr 0.000010 time 0.4209 (0.7396) loss 1227.4156 (1309.9847) grad_norm 192.2736 (213.0328) embed_mse 1226.3385 (1308.8978) mask_bce 0.2523 (0.2447) mask_dice 0.8249 (0.8422) mem 21941MB +[2025-12-25 06:15:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][520/1573] eta 0:12:53 lr 0.000010 time 0.4211 (0.7343) loss 1406.0482 (1310.4251) grad_norm 256.5425 (212.6809) embed_mse 1404.9381 (1309.3380) mask_bce 0.2587 (0.2448) mask_dice 0.8513 (0.8423) mem 21941MB +[2025-12-25 06:15:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][530/1573] eta 0:12:48 lr 0.000010 time 0.4482 (0.7367) loss 1319.8467 (1310.4167) grad_norm 273.7999 (213.6070) embed_mse 1318.7810 (1309.3298) mask_bce 0.2236 (0.2446) mask_dice 0.8420 (0.8423) mem 21941MB +[2025-12-25 06:15:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][540/1573] eta 0:12:38 lr 0.000010 time 0.4379 (0.7339) loss 1255.9810 (1310.3082) grad_norm 252.4121 (214.1862) embed_mse 1254.9171 (1309.2212) mask_bce 0.2313 (0.2448) mask_dice 0.8325 (0.8421) mem 21941MB +[2025-12-25 06:15:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][550/1573] eta 0:12:30 lr 0.000010 time 1.3848 (0.7338) loss 1313.8606 (1310.5998) grad_norm 252.9557 (214.7563) embed_mse 1312.7770 (1309.5130) mask_bce 0.2135 (0.2446) mask_dice 0.8701 (0.8421) mem 21941MB +[2025-12-25 06:15:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][560/1573] eta 0:12:17 lr 0.000010 time 0.4198 (0.7283) loss 1359.6307 (1310.9641) grad_norm 215.4490 (214.1683) embed_mse 1358.4929 (1309.8774) mask_bce 0.3237 (0.2447) mask_dice 0.8140 (0.8420) mem 21941MB +[2025-12-25 06:15:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][570/1573] eta 0:12:06 lr 0.000010 time 0.4214 (0.7239) loss 1277.4705 (1311.2759) grad_norm 163.2818 (213.4516) embed_mse 1276.4187 (1310.1894) mask_bce 0.1998 (0.2444) mask_dice 0.8521 (0.8420) mem 21941MB +[2025-12-25 06:15:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][580/1573] eta 0:11:55 lr 0.000010 time 1.2620 (0.7207) loss 1286.8593 (1311.3674) grad_norm 397.7222 (216.0109) embed_mse 1285.7622 (1310.2810) mask_bce 0.2377 (0.2443) mask_dice 0.8593 (0.8421) mem 21941MB +[2025-12-25 06:16:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][590/1573] eta 0:11:51 lr 0.000010 time 3.0668 (0.7242) loss 1291.4679 (1311.6942) grad_norm 212.2311 (215.9591) embed_mse 1290.3698 (1310.6077) mask_bce 0.2691 (0.2445) mask_dice 0.8291 (0.8420) mem 21941MB +[2025-12-25 06:16:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][600/1573] eta 0:11:49 lr 0.000010 time 0.4216 (0.7288) loss 1328.0441 (1311.6694) grad_norm 289.6582 (217.2005) embed_mse 1326.9520 (1310.5830) mask_bce 0.2499 (0.2444) mask_dice 0.8421 (0.8420) mem 21941MB +[2025-12-25 06:16:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][610/1573] eta 0:11:37 lr 0.000010 time 0.4182 (0.7239) loss 1260.9691 (1311.3930) grad_norm 190.3691 (216.8475) embed_mse 1259.8857 (1310.3067) mask_bce 0.2542 (0.2445) mask_dice 0.8293 (0.8418) mem 21941MB +[2025-12-25 06:16:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][620/1573] eta 0:11:27 lr 0.000010 time 0.4238 (0.7215) loss 1353.7120 (1311.5693) grad_norm 219.1467 (216.8773) embed_mse 1352.6469 (1310.4833) mask_bce 0.2268 (0.2442) mask_dice 0.8384 (0.8419) mem 21941MB +[2025-12-25 06:16:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][630/1573] eta 0:11:21 lr 0.000010 time 0.4249 (0.7230) loss 1381.4678 (1311.8227) grad_norm 218.9366 (216.9037) embed_mse 1380.4021 (1310.7367) mask_bce 0.2065 (0.2441) mask_dice 0.8591 (0.8418) mem 21941MB +[2025-12-25 06:16:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][640/1573] eta 0:11:17 lr 0.000010 time 0.4265 (0.7259) loss 1318.5203 (1311.8450) grad_norm 348.2489 (219.2377) embed_mse 1317.4298 (1310.7592) mask_bce 0.2645 (0.2440) mask_dice 0.8259 (0.8418) mem 21941MB +[2025-12-25 06:16:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][650/1573] eta 0:11:10 lr 0.000010 time 1.1522 (0.7262) loss 1270.5360 (1311.8389) grad_norm 191.1549 (218.8910) embed_mse 1269.4443 (1310.7533) mask_bce 0.2551 (0.2436) mask_dice 0.8366 (0.8419) mem 21941MB +[2025-12-25 06:17:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][660/1573] eta 0:11:09 lr 0.000010 time 0.4192 (0.7328) loss 1335.2188 (1311.9172) grad_norm 206.0203 (218.7341) embed_mse 1334.1406 (1310.8317) mask_bce 0.2508 (0.2437) mask_dice 0.8273 (0.8418) mem 21941MB +[2025-12-25 06:17:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][670/1573] eta 0:10:58 lr 0.000010 time 0.4205 (0.7288) loss 1314.1152 (1311.7803) grad_norm 250.5815 (219.1178) embed_mse 1313.0350 (1310.6949) mask_bce 0.2327 (0.2435) mask_dice 0.8476 (0.8419) mem 21941MB +[2025-12-25 06:17:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][680/1573] eta 0:10:51 lr 0.000010 time 0.4179 (0.7291) loss 1347.2714 (1312.0524) grad_norm 178.9113 (219.4003) embed_mse 1346.1769 (1310.9671) mask_bce 0.2454 (0.2436) mask_dice 0.8489 (0.8418) mem 21941MB +[2025-12-25 06:17:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][690/1573] eta 0:10:50 lr 0.000010 time 0.4199 (0.7368) loss 1260.5547 (1312.1150) grad_norm 221.9845 (219.4303) embed_mse 1259.4950 (1311.0297) mask_bce 0.1868 (0.2435) mask_dice 0.8729 (0.8418) mem 21941MB +[2025-12-25 06:17:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][700/1573] eta 0:10:43 lr 0.000010 time 0.4204 (0.7372) loss 1379.1774 (1311.9020) grad_norm 220.5991 (219.4438) embed_mse 1378.0917 (1310.8167) mask_bce 0.2239 (0.2435) mask_dice 0.8618 (0.8418) mem 21941MB +[2025-12-25 06:17:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][710/1573] eta 0:10:40 lr 0.000010 time 4.1578 (0.7423) loss 1346.9718 (1311.8240) grad_norm 205.4198 (219.2844) embed_mse 1345.8921 (1310.7386) mask_bce 0.2600 (0.2438) mask_dice 0.8197 (0.8416) mem 21941MB +[2025-12-25 06:17:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][720/1573] eta 0:10:29 lr 0.000010 time 0.4212 (0.7380) loss 1317.8656 (1311.7708) grad_norm 183.7416 (219.1051) embed_mse 1316.8018 (1310.6855) mask_bce 0.2013 (0.2436) mask_dice 0.8626 (0.8416) mem 21941MB +[2025-12-25 06:18:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][730/1573] eta 0:10:27 lr 0.000010 time 0.4168 (0.7439) loss 1365.6683 (1311.7273) grad_norm 283.0717 (219.8081) embed_mse 1364.5774 (1310.6420) mask_bce 0.2354 (0.2436) mask_dice 0.8555 (0.8416) mem 21941MB +[2025-12-25 06:18:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][740/1573] eta 0:10:16 lr 0.000010 time 0.4207 (0.7397) loss 1347.9911 (1311.7869) grad_norm 286.2151 (220.5299) embed_mse 1346.9224 (1310.7017) mask_bce 0.2049 (0.2435) mask_dice 0.8637 (0.8417) mem 21941MB +[2025-12-25 06:18:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][750/1573] eta 0:10:08 lr 0.000010 time 0.4160 (0.7395) loss 1346.7222 (1311.7520) grad_norm 181.0648 (220.1055) embed_mse 1345.6328 (1310.6669) mask_bce 0.2647 (0.2434) mask_dice 0.8248 (0.8417) mem 21941MB +[2025-12-25 06:18:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][760/1573] eta 0:10:01 lr 0.000010 time 0.4178 (0.7397) loss 1313.6760 (1311.8810) grad_norm 181.5193 (219.4769) embed_mse 1312.6072 (1310.7960) mask_bce 0.2375 (0.2432) mask_dice 0.8315 (0.8417) mem 21941MB +[2025-12-25 06:18:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][770/1573] eta 0:09:50 lr 0.000010 time 0.4196 (0.7355) loss 1321.1141 (1311.6051) grad_norm 198.2388 (219.2556) embed_mse 1320.0345 (1310.5202) mask_bce 0.2298 (0.2430) mask_dice 0.8498 (0.8418) mem 21941MB +[2025-12-25 06:18:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][780/1573] eta 0:09:45 lr 0.000010 time 0.4217 (0.7387) loss 1260.2889 (1311.6474) grad_norm 261.8364 (219.6946) embed_mse 1259.1888 (1310.5626) mask_bce 0.2468 (0.2429) mask_dice 0.8534 (0.8419) mem 21941MB +[2025-12-25 06:18:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][790/1573] eta 0:09:43 lr 0.000010 time 0.4169 (0.7446) loss 1369.1809 (1311.8315) grad_norm 257.6774 (220.0822) embed_mse 1368.0806 (1310.7467) mask_bce 0.2391 (0.2429) mask_dice 0.8612 (0.8419) mem 21941MB +[2025-12-25 06:18:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][800/1573] eta 0:09:32 lr 0.000010 time 0.4187 (0.7406) loss 1294.1306 (1311.6266) grad_norm 154.5965 (220.1071) embed_mse 1293.0261 (1310.5417) mask_bce 0.2550 (0.2429) mask_dice 0.8495 (0.8419) mem 21941MB +[2025-12-25 06:18:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][810/1573] eta 0:09:22 lr 0.000010 time 0.4240 (0.7373) loss 1354.3984 (1311.5278) grad_norm 254.3199 (220.4458) embed_mse 1353.2881 (1310.4430) mask_bce 0.2814 (0.2429) mask_dice 0.8289 (0.8419) mem 21941MB +[2025-12-25 06:19:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][820/1573] eta 0:09:16 lr 0.000010 time 0.4175 (0.7392) loss 1290.9346 (1311.4486) grad_norm 191.9831 (220.1668) embed_mse 1289.8601 (1310.3637) mask_bce 0.2207 (0.2431) mask_dice 0.8537 (0.8419) mem 21941MB +[2025-12-25 06:19:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][830/1573] eta 0:09:10 lr 0.000010 time 0.4181 (0.7412) loss 1417.1726 (1311.5900) grad_norm 275.8326 (220.7072) embed_mse 1416.0900 (1310.5050) mask_bce 0.2250 (0.2432) mask_dice 0.8576 (0.8418) mem 21941MB +[2025-12-25 06:19:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][840/1573] eta 0:09:04 lr 0.000010 time 0.4202 (0.7428) loss 1277.1248 (1311.6145) grad_norm 220.2808 (220.6199) embed_mse 1276.0317 (1310.5293) mask_bce 0.2655 (0.2433) mask_dice 0.8275 (0.8419) mem 21941MB +[2025-12-25 06:19:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][850/1573] eta 0:08:59 lr 0.000010 time 0.4158 (0.7468) loss 1250.3699 (1311.6707) grad_norm 208.3701 (220.5043) embed_mse 1249.2990 (1310.5856) mask_bce 0.2437 (0.2433) mask_dice 0.8272 (0.8418) mem 21941MB +[2025-12-25 06:19:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][860/1573] eta 0:08:50 lr 0.000010 time 0.4279 (0.7444) loss 1340.1445 (1311.9878) grad_norm 235.5210 (220.6447) embed_mse 1339.0448 (1310.9028) mask_bce 0.2791 (0.2433) mask_dice 0.8207 (0.8418) mem 21941MB +[2025-12-25 06:19:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][870/1573] eta 0:08:44 lr 0.000010 time 0.4209 (0.7458) loss 1291.6748 (1311.8475) grad_norm 270.7032 (221.1082) embed_mse 1290.5917 (1310.7625) mask_bce 0.2473 (0.2431) mask_dice 0.8358 (0.8418) mem 21941MB +[2025-12-25 06:19:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][880/1573] eta 0:08:35 lr 0.000010 time 0.4242 (0.7437) loss 1298.7539 (1312.0227) grad_norm 203.7040 (220.8418) embed_mse 1297.6941 (1310.9379) mask_bce 0.2028 (0.2429) mask_dice 0.8571 (0.8419) mem 21941MB +[2025-12-25 06:20:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][890/1573] eta 0:08:29 lr 0.000010 time 0.4220 (0.7454) loss 1317.5513 (1311.8477) grad_norm 194.9532 (220.6086) embed_mse 1316.4821 (1310.7628) mask_bce 0.2310 (0.2431) mask_dice 0.8383 (0.8419) mem 21941MB +[2025-12-25 06:20:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][900/1573] eta 0:08:19 lr 0.000010 time 0.4199 (0.7418) loss 1348.4384 (1312.0030) grad_norm 178.9425 (220.2365) embed_mse 1347.3296 (1310.9179) mask_bce 0.2727 (0.2433) mask_dice 0.8361 (0.8417) mem 21941MB +[2025-12-25 06:20:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][910/1573] eta 0:08:11 lr 0.000010 time 0.4195 (0.7407) loss 1305.3981 (1312.1221) grad_norm 264.8539 (220.6314) embed_mse 1304.3286 (1311.0371) mask_bce 0.2165 (0.2433) mask_dice 0.8531 (0.8418) mem 21941MB +[2025-12-25 06:20:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][920/1573] eta 0:08:03 lr 0.000010 time 0.4220 (0.7402) loss 1286.0596 (1312.1423) grad_norm 180.0865 (220.1837) embed_mse 1284.9812 (1311.0570) mask_bce 0.2438 (0.2436) mask_dice 0.8346 (0.8417) mem 21941MB +[2025-12-25 06:20:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][930/1573] eta 0:07:56 lr 0.000010 time 0.4194 (0.7412) loss 1317.5155 (1312.2816) grad_norm 141.3840 (219.5045) embed_mse 1316.4469 (1311.1964) mask_bce 0.2214 (0.2434) mask_dice 0.8472 (0.8418) mem 21941MB +[2025-12-25 06:20:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][940/1573] eta 0:07:49 lr 0.000010 time 0.6292 (0.7421) loss 1301.7147 (1312.3487) grad_norm 185.2321 (219.2115) embed_mse 1300.6010 (1311.2635) mask_bce 0.2975 (0.2435) mask_dice 0.8162 (0.8418) mem 21941MB +[2025-12-25 06:20:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][950/1573] eta 0:07:42 lr 0.000010 time 0.4237 (0.7425) loss 1345.8636 (1312.1795) grad_norm 168.4390 (218.7813) embed_mse 1344.7932 (1311.0941) mask_bce 0.2460 (0.2437) mask_dice 0.8244 (0.8417) mem 21941MB +[2025-12-25 06:20:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][960/1573] eta 0:07:34 lr 0.000010 time 0.4524 (0.7415) loss 1310.3931 (1312.2296) grad_norm 268.4415 (219.1739) embed_mse 1309.3345 (1311.1444) mask_bce 0.2199 (0.2435) mask_dice 0.8387 (0.8418) mem 21941MB +[2025-12-25 06:20:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][970/1573] eta 0:07:26 lr 0.000010 time 0.4181 (0.7397) loss 1346.1543 (1312.3145) grad_norm 160.6070 (218.6898) embed_mse 1345.0493 (1311.2293) mask_bce 0.2634 (0.2435) mask_dice 0.8415 (0.8418) mem 21941MB +[2025-12-25 06:21:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][980/1573] eta 0:07:19 lr 0.000010 time 0.9271 (0.7413) loss 1311.4387 (1312.4006) grad_norm 170.1864 (218.2923) embed_mse 1310.3488 (1311.3154) mask_bce 0.2711 (0.2434) mask_dice 0.8189 (0.8417) mem 21941MB +[2025-12-25 06:21:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][990/1573] eta 0:07:14 lr 0.000010 time 3.2605 (0.7460) loss 1296.0070 (1312.2415) grad_norm 216.9359 (218.2812) embed_mse 1294.9119 (1311.1564) mask_bce 0.2413 (0.2434) mask_dice 0.8538 (0.8417) mem 21941MB +[2025-12-25 06:21:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1000/1573] eta 0:07:07 lr 0.000010 time 0.4284 (0.7461) loss 1230.8339 (1312.2498) grad_norm 380.0814 (219.7706) embed_mse 1229.7711 (1311.1647) mask_bce 0.2223 (0.2433) mask_dice 0.8405 (0.8418) mem 21941MB +[2025-12-25 06:21:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1010/1573] eta 0:07:01 lr 0.000010 time 0.4189 (0.7488) loss 1332.4907 (1312.1661) grad_norm 184.6682 (219.4920) embed_mse 1331.4500 (1311.0810) mask_bce 0.2204 (0.2433) mask_dice 0.8203 (0.8418) mem 21941MB +[2025-12-25 06:21:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1020/1573] eta 0:06:53 lr 0.000010 time 0.4264 (0.7480) loss 1320.1003 (1312.0817) grad_norm 237.9868 (219.6376) embed_mse 1319.0077 (1310.9965) mask_bce 0.2538 (0.2435) mask_dice 0.8389 (0.8417) mem 21941MB +[2025-12-25 06:21:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1030/1573] eta 0:06:45 lr 0.000010 time 0.9907 (0.7462) loss 1269.3301 (1312.0340) grad_norm 227.9239 (219.7023) embed_mse 1268.2693 (1310.9489) mask_bce 0.2256 (0.2435) mask_dice 0.8352 (0.8417) mem 21941MB +[2025-12-25 06:21:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1040/1573] eta 0:06:37 lr 0.000010 time 0.4227 (0.7455) loss 1242.7727 (1312.0462) grad_norm 244.7756 (219.4648) embed_mse 1241.6841 (1310.9609) mask_bce 0.2360 (0.2435) mask_dice 0.8526 (0.8418) mem 21941MB +[2025-12-25 06:21:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1050/1573] eta 0:06:28 lr 0.000010 time 0.4166 (0.7425) loss 1298.1772 (1312.1155) grad_norm 387.1046 (220.7445) embed_mse 1297.0918 (1311.0304) mask_bce 0.2452 (0.2433) mask_dice 0.8402 (0.8419) mem 21941MB +[2025-12-25 06:22:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1060/1573] eta 0:06:24 lr 0.000010 time 0.4178 (0.7498) loss 1317.6910 (1312.3140) grad_norm 245.1751 (220.9296) embed_mse 1316.6165 (1311.2287) mask_bce 0.2034 (0.2434) mask_dice 0.8712 (0.8418) mem 21941MB +[2025-12-25 06:22:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1070/1573] eta 0:06:18 lr 0.000010 time 0.4244 (0.7522) loss 1274.3929 (1312.4071) grad_norm 208.0290 (220.8326) embed_mse 1273.2914 (1311.3218) mask_bce 0.2373 (0.2435) mask_dice 0.8643 (0.8418) mem 21941MB +[2025-12-25 06:22:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1080/1573] eta 0:06:09 lr 0.000010 time 1.0850 (0.7503) loss 1252.9178 (1312.2732) grad_norm 213.6139 (221.2489) embed_mse 1251.8241 (1311.1878) mask_bce 0.2660 (0.2437) mask_dice 0.8278 (0.8417) mem 21941MB +[2025-12-25 06:22:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1090/1573] eta 0:06:01 lr 0.000010 time 0.4191 (0.7480) loss 1320.7562 (1312.1371) grad_norm 133.0974 (220.6008) embed_mse 1319.6788 (1311.0518) mask_bce 0.2444 (0.2436) mask_dice 0.8330 (0.8417) mem 21941MB +[2025-12-25 06:22:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1100/1573] eta 0:05:54 lr 0.000010 time 0.4204 (0.7496) loss 1314.2754 (1312.0355) grad_norm 204.7059 (220.4847) embed_mse 1313.2206 (1310.9503) mask_bce 0.2154 (0.2436) mask_dice 0.8394 (0.8416) mem 21941MB +[2025-12-25 06:22:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1110/1573] eta 0:05:48 lr 0.000010 time 0.4214 (0.7523) loss 1367.9062 (1312.0412) grad_norm 227.1201 (220.5328) embed_mse 1366.8495 (1310.9560) mask_bce 0.2067 (0.2435) mask_dice 0.8500 (0.8417) mem 21941MB +[2025-12-25 06:23:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1120/1573] eta 0:05:42 lr 0.000010 time 0.4228 (0.7552) loss 1251.4852 (1312.0649) grad_norm 214.9819 (220.2077) embed_mse 1250.4124 (1310.9797) mask_bce 0.2306 (0.2435) mask_dice 0.8423 (0.8417) mem 21941MB +[2025-12-25 06:23:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1130/1573] eta 0:05:34 lr 0.000010 time 4.3276 (0.7559) loss 1259.3254 (1312.1106) grad_norm 223.5036 (220.2311) embed_mse 1258.2649 (1311.0256) mask_bce 0.2078 (0.2433) mask_dice 0.8527 (0.8418) mem 21941MB +[2025-12-25 06:23:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1140/1573] eta 0:05:26 lr 0.000010 time 2.0214 (0.7550) loss 1309.2393 (1312.2637) grad_norm 244.4424 (220.4016) embed_mse 1308.1550 (1311.1786) mask_bce 0.2472 (0.2434) mask_dice 0.8370 (0.8417) mem 21941MB +[2025-12-25 06:23:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1150/1573] eta 0:05:18 lr 0.000009 time 0.4214 (0.7540) loss 1350.2523 (1312.3696) grad_norm 370.2318 (221.4493) embed_mse 1349.1041 (1311.2844) mask_bce 0.2853 (0.2434) mask_dice 0.8628 (0.8418) mem 21941MB +[2025-12-25 06:23:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1160/1573] eta 0:05:11 lr 0.000009 time 0.4186 (0.7552) loss 1260.7344 (1312.2954) grad_norm 199.4103 (221.6670) embed_mse 1259.6461 (1311.2105) mask_bce 0.2456 (0.2432) mask_dice 0.8426 (0.8418) mem 21941MB +[2025-12-25 06:23:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1170/1573] eta 0:05:04 lr 0.000009 time 0.4178 (0.7545) loss 1315.4059 (1312.4912) grad_norm 194.8329 (221.4832) embed_mse 1314.3391 (1311.4063) mask_bce 0.2293 (0.2429) mask_dice 0.8374 (0.8419) mem 21941MB +[2025-12-25 06:23:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1180/1573] eta 0:04:55 lr 0.000009 time 0.4208 (0.7521) loss 1322.3284 (1312.4435) grad_norm 180.3161 (221.2032) embed_mse 1321.2455 (1311.3587) mask_bce 0.2327 (0.2430) mask_dice 0.8501 (0.8419) mem 21941MB +[2025-12-25 06:23:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1190/1573] eta 0:04:48 lr 0.000009 time 0.4238 (0.7535) loss 1345.3962 (1312.4401) grad_norm 206.8928 (221.1065) embed_mse 1344.3296 (1311.3552) mask_bce 0.2254 (0.2431) mask_dice 0.8414 (0.8419) mem 21941MB +[2025-12-25 06:24:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1200/1573] eta 0:04:41 lr 0.000009 time 0.4217 (0.7542) loss 1375.0526 (1312.4510) grad_norm 251.1517 (220.8379) embed_mse 1373.9462 (1311.3659) mask_bce 0.2462 (0.2432) mask_dice 0.8603 (0.8419) mem 21941MB +[2025-12-25 06:24:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1210/1573] eta 0:04:33 lr 0.000009 time 0.4155 (0.7540) loss 1285.2916 (1312.3217) grad_norm 167.8076 (220.4867) embed_mse 1284.1252 (1311.2366) mask_bce 0.2880 (0.2432) mask_dice 0.8784 (0.8419) mem 21941MB +[2025-12-25 06:24:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1220/1573] eta 0:04:25 lr 0.000009 time 0.4233 (0.7512) loss 1319.9862 (1312.3331) grad_norm 174.8750 (220.1866) embed_mse 1318.9048 (1311.2480) mask_bce 0.2490 (0.2432) mask_dice 0.8324 (0.8419) mem 21941MB +[2025-12-25 06:24:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1230/1573] eta 0:04:18 lr 0.000009 time 0.4208 (0.7536) loss 1313.2057 (1312.3773) grad_norm 197.3459 (220.0373) embed_mse 1312.1378 (1311.2922) mask_bce 0.2247 (0.2432) mask_dice 0.8432 (0.8419) mem 21941MB +[2025-12-25 06:24:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1240/1573] eta 0:04:11 lr 0.000009 time 0.5408 (0.7554) loss 1297.2429 (1312.3611) grad_norm 184.8246 (220.0850) embed_mse 1296.2004 (1311.2760) mask_bce 0.1751 (0.2432) mask_dice 0.8673 (0.8419) mem 21941MB +[2025-12-25 06:24:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1250/1573] eta 0:04:03 lr 0.000009 time 0.4472 (0.7533) loss 1403.2028 (1312.3954) grad_norm 259.8971 (220.3402) embed_mse 1402.1117 (1311.3103) mask_bce 0.2570 (0.2432) mask_dice 0.8340 (0.8419) mem 21941MB +[2025-12-25 06:24:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1260/1573] eta 0:03:55 lr 0.000009 time 0.4306 (0.7540) loss 1310.9440 (1312.5267) grad_norm 187.3361 (220.1300) embed_mse 1309.8794 (1311.4416) mask_bce 0.2247 (0.2432) mask_dice 0.8398 (0.8419) mem 21941MB +[2025-12-25 06:24:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1270/1573] eta 0:03:47 lr 0.000009 time 0.4191 (0.7518) loss 1295.0974 (1312.5655) grad_norm 210.2103 (220.0672) embed_mse 1293.9591 (1311.4804) mask_bce 0.2570 (0.2431) mask_dice 0.8814 (0.8420) mem 21941MB +[2025-12-25 06:24:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1280/1573] eta 0:03:39 lr 0.000009 time 0.4215 (0.7508) loss 1325.0413 (1312.6166) grad_norm 159.9092 (219.4080) embed_mse 1323.9442 (1311.5315) mask_bce 0.2655 (0.2431) mask_dice 0.8315 (0.8419) mem 21941MB +[2025-12-25 06:25:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1290/1573] eta 0:03:32 lr 0.000009 time 0.4208 (0.7502) loss 1297.8252 (1312.4458) grad_norm 156.3918 (219.0166) embed_mse 1296.7333 (1311.3607) mask_bce 0.2763 (0.2433) mask_dice 0.8156 (0.8419) mem 21941MB +[2025-12-25 06:25:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1300/1573] eta 0:03:24 lr 0.000009 time 0.4416 (0.7477) loss 1222.0901 (1312.2513) grad_norm 232.0912 (219.0973) embed_mse 1221.0167 (1311.1661) mask_bce 0.2588 (0.2432) mask_dice 0.8146 (0.8419) mem 21941MB +[2025-12-25 06:25:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1310/1573] eta 0:03:16 lr 0.000009 time 0.4222 (0.7453) loss 1250.3822 (1312.2402) grad_norm 208.4625 (219.0320) embed_mse 1249.3314 (1311.1550) mask_bce 0.2140 (0.2433) mask_dice 0.8367 (0.8419) mem 21941MB +[2025-12-25 06:25:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1320/1573] eta 0:03:08 lr 0.000009 time 0.4212 (0.7444) loss 1333.6746 (1312.3521) grad_norm 184.6409 (218.6425) embed_mse 1332.5516 (1311.2669) mask_bce 0.2952 (0.2433) mask_dice 0.8278 (0.8419) mem 21941MB +[2025-12-25 06:25:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1330/1573] eta 0:03:00 lr 0.000009 time 0.4522 (0.7447) loss 1283.0771 (1312.3693) grad_norm 194.2175 (218.4954) embed_mse 1281.9960 (1311.2840) mask_bce 0.2533 (0.2434) mask_dice 0.8279 (0.8419) mem 21941MB +[2025-12-25 06:25:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1340/1573] eta 0:02:54 lr 0.000009 time 2.7122 (0.7472) loss 1401.7455 (1312.3919) grad_norm 186.8220 (218.3058) embed_mse 1400.7085 (1311.3067) mask_bce 0.1909 (0.2433) mask_dice 0.8460 (0.8419) mem 21941MB +[2025-12-25 06:25:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1350/1573] eta 0:02:46 lr 0.000009 time 0.4198 (0.7448) loss 1336.2975 (1312.4843) grad_norm 219.1274 (218.3106) embed_mse 1335.0701 (1311.3990) mask_bce 0.3532 (0.2434) mask_dice 0.8741 (0.8419) mem 21941MB +[2025-12-25 06:25:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1360/1573] eta 0:02:38 lr 0.000009 time 0.4214 (0.7451) loss 1361.3375 (1312.5710) grad_norm 268.6257 (218.7463) embed_mse 1360.2668 (1311.4858) mask_bce 0.2122 (0.2433) mask_dice 0.8585 (0.8419) mem 21941MB +[2025-12-25 06:25:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1370/1573] eta 0:02:30 lr 0.000009 time 0.4174 (0.7437) loss 1385.6482 (1312.5707) grad_norm 159.0529 (218.3972) embed_mse 1384.5530 (1311.4854) mask_bce 0.2434 (0.2434) mask_dice 0.8518 (0.8419) mem 21941MB +[2025-12-25 06:26:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1380/1573] eta 0:02:23 lr 0.000009 time 1.0349 (0.7444) loss 1299.0829 (1312.5283) grad_norm 195.1782 (218.2622) embed_mse 1297.9795 (1311.4431) mask_bce 0.2949 (0.2434) mask_dice 0.8084 (0.8418) mem 21941MB +[2025-12-25 06:26:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1390/1573] eta 0:02:16 lr 0.000009 time 0.4243 (0.7434) loss 1317.0984 (1312.4345) grad_norm 274.6377 (218.5881) embed_mse 1316.0203 (1311.3493) mask_bce 0.2472 (0.2434) mask_dice 0.8309 (0.8418) mem 21941MB +[2025-12-25 06:26:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1400/1573] eta 0:02:08 lr 0.000009 time 0.4191 (0.7413) loss 1279.4287 (1312.3834) grad_norm 198.2268 (218.5857) embed_mse 1278.3146 (1311.2981) mask_bce 0.2945 (0.2435) mask_dice 0.8196 (0.8418) mem 21941MB +[2025-12-25 06:26:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1410/1573] eta 0:02:01 lr 0.000009 time 0.4208 (0.7472) loss 1324.7805 (1312.3613) grad_norm 196.0533 (218.4577) embed_mse 1323.6979 (1311.2761) mask_bce 0.2155 (0.2435) mask_dice 0.8672 (0.8418) mem 21941MB +[2025-12-25 06:26:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1420/1573] eta 0:01:53 lr 0.000009 time 0.4199 (0.7449) loss 1322.9781 (1312.3171) grad_norm 152.1648 (218.0831) embed_mse 1321.9066 (1311.2317) mask_bce 0.2236 (0.2435) mask_dice 0.8478 (0.8418) mem 21941MB +[2025-12-25 06:26:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1430/1573] eta 0:01:46 lr 0.000009 time 0.4167 (0.7426) loss 1252.4895 (1312.0862) grad_norm 305.8923 (218.5764) embed_mse 1251.4049 (1311.0009) mask_bce 0.2283 (0.2435) mask_dice 0.8562 (0.8418) mem 21941MB +[2025-12-25 06:26:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1440/1573] eta 0:01:39 lr 0.000009 time 0.4155 (0.7446) loss 1336.8719 (1312.2450) grad_norm 248.1201 (218.5088) embed_mse 1335.8087 (1311.1597) mask_bce 0.2323 (0.2435) mask_dice 0.8310 (0.8418) mem 21941MB +[2025-12-25 06:26:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1450/1573] eta 0:01:31 lr 0.000009 time 0.4182 (0.7430) loss 1410.4028 (1312.3528) grad_norm 233.7881 (218.5933) embed_mse 1409.3368 (1311.2676) mask_bce 0.2265 (0.2434) mask_dice 0.8395 (0.8418) mem 21941MB +[2025-12-25 06:27:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1460/1573] eta 0:01:23 lr 0.000009 time 0.4314 (0.7425) loss 1291.6761 (1312.3772) grad_norm 255.0378 (218.7935) embed_mse 1290.5958 (1311.2921) mask_bce 0.2632 (0.2433) mask_dice 0.8171 (0.8418) mem 21941MB +[2025-12-25 06:27:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1470/1573] eta 0:01:16 lr 0.000009 time 0.4206 (0.7446) loss 1343.2262 (1312.4380) grad_norm 289.8360 (219.1817) embed_mse 1342.1571 (1311.3530) mask_bce 0.2318 (0.2433) mask_dice 0.8373 (0.8417) mem 21941MB +[2025-12-25 06:27:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1480/1573] eta 0:01:09 lr 0.000009 time 0.4155 (0.7428) loss 1307.3439 (1312.5074) grad_norm 175.6683 (218.7788) embed_mse 1306.2480 (1311.4223) mask_bce 0.2497 (0.2433) mask_dice 0.8462 (0.8418) mem 21941MB +[2025-12-25 06:27:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1490/1573] eta 0:01:01 lr 0.000009 time 0.4186 (0.7467) loss 1339.1748 (1312.5087) grad_norm 158.0787 (218.4524) embed_mse 1338.0920 (1311.4238) mask_bce 0.2170 (0.2431) mask_dice 0.8658 (0.8418) mem 21941MB +[2025-12-25 06:27:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1500/1573] eta 0:00:54 lr 0.000009 time 0.4179 (0.7477) loss 1334.5121 (1312.4650) grad_norm 218.1844 (218.4510) embed_mse 1333.4513 (1311.3800) mask_bce 0.2172 (0.2432) mask_dice 0.8437 (0.8418) mem 21941MB +[2025-12-25 06:27:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1510/1573] eta 0:00:46 lr 0.000009 time 0.4176 (0.7460) loss 1314.3262 (1312.2786) grad_norm 162.6072 (218.1539) embed_mse 1313.2015 (1311.1936) mask_bce 0.2370 (0.2431) mask_dice 0.8876 (0.8419) mem 21941MB +[2025-12-25 06:27:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1520/1573] eta 0:00:39 lr 0.000009 time 0.4190 (0.7459) loss 1254.3607 (1312.1583) grad_norm 182.5233 (218.6358) embed_mse 1253.2689 (1311.0734) mask_bce 0.2676 (0.2431) mask_dice 0.8242 (0.8418) mem 21941MB +[2025-12-25 06:28:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1530/1573] eta 0:00:32 lr 0.000009 time 0.4188 (0.7460) loss 1335.9578 (1312.2314) grad_norm 198.7180 (218.5315) embed_mse 1334.8621 (1311.1463) mask_bce 0.2787 (0.2433) mask_dice 0.8171 (0.8418) mem 21941MB +[2025-12-25 06:28:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1540/1573] eta 0:00:24 lr 0.000009 time 0.4196 (0.7457) loss 1240.3204 (1312.1518) grad_norm 261.1840 (218.7536) embed_mse 1239.2383 (1311.0668) mask_bce 0.2496 (0.2433) mask_dice 0.8325 (0.8418) mem 21941MB +[2025-12-25 06:28:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1550/1573] eta 0:00:17 lr 0.000009 time 0.4257 (0.7448) loss 1278.4270 (1312.0184) grad_norm 193.3036 (218.6217) embed_mse 1277.3424 (1310.9334) mask_bce 0.2510 (0.2433) mask_dice 0.8336 (0.8417) mem 21941MB +[2025-12-25 06:28:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1560/1573] eta 0:00:09 lr 0.000009 time 4.1753 (0.7466) loss 1308.5057 (1312.0245) grad_norm 174.3688 (218.4785) embed_mse 1307.4087 (1310.9396) mask_bce 0.2463 (0.2432) mask_dice 0.8507 (0.8417) mem 21941MB +[2025-12-25 06:28:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [21/30][1570/1573] eta 0:00:02 lr 0.000009 time 0.4436 (0.7453) loss 1317.0419 (1312.1745) grad_norm 172.5076 (218.2440) embed_mse 1315.9335 (1311.0895) mask_bce 0.2747 (0.2432) mask_dice 0.8337 (0.8418) mem 21941MB +[2025-12-25 06:28:30 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 21 training takes 0:19:32 +[2025-12-25 06:28:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][0/1573] eta 3:54:35 lr 0.000009 time 8.9479 (8.9479) loss 1297.0870 (1297.0870) grad_norm 0.0000 (0.0000) embed_mse 1295.9080 (1295.9080) mask_bce 0.3137 (0.3137) mask_dice 0.8654 (0.8654) mem 21941MB +[2025-12-25 06:28:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][10/1573] eta 0:34:27 lr 0.000009 time 0.4382 (1.3229) loss 1240.9302 (1309.5168) grad_norm 265.6372 (265.6372) embed_mse 1239.8600 (1308.4250) mask_bce 0.2310 (0.2506) mask_dice 0.8393 (0.8411) mem 21941MB +[2025-12-25 06:28:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][20/1573] eta 0:25:16 lr 0.000009 time 1.9953 (0.9763) loss 1289.5551 (1309.6153) grad_norm 191.5829 (228.6100) embed_mse 1288.4707 (1308.5275) mask_bce 0.2672 (0.2492) mask_dice 0.8171 (0.8386) mem 21941MB +[2025-12-25 06:28:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][30/1573] eta 0:20:36 lr 0.000009 time 0.4242 (0.8011) loss 1320.2784 (1315.9564) grad_norm 274.0716 (243.7639) embed_mse 1319.2128 (1314.8657) mask_bce 0.2247 (0.2513) mask_dice 0.8409 (0.8394) mem 21941MB +[2025-12-25 06:29:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][40/1573] eta 0:20:25 lr 0.000009 time 0.4228 (0.7995) loss 1311.6129 (1314.0470) grad_norm 169.9462 (231.3914) embed_mse 1310.5486 (1312.9602) mask_bce 0.2364 (0.2477) mask_dice 0.8279 (0.8392) mem 21941MB +[2025-12-25 06:29:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][50/1573] eta 0:21:04 lr 0.000009 time 0.4250 (0.8306) loss 1305.1761 (1313.9939) grad_norm 240.3101 (232.8779) embed_mse 1304.0895 (1312.9095) mask_bce 0.2506 (0.2451) mask_dice 0.8361 (0.8394) mem 21941MB +[2025-12-25 06:29:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][60/1573] eta 0:19:47 lr 0.000009 time 0.4590 (0.7846) loss 1292.8857 (1316.0527) grad_norm 330.8743 (246.8773) embed_mse 1291.7717 (1314.9665) mask_bce 0.2856 (0.2477) mask_dice 0.8284 (0.8385) mem 21941MB +[2025-12-25 06:29:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][70/1573] eta 0:20:41 lr 0.000009 time 0.4218 (0.8259) loss 1320.6361 (1316.4085) grad_norm 280.4583 (251.0750) embed_mse 1319.5670 (1315.3236) mask_bce 0.2271 (0.2463) mask_dice 0.8420 (0.8386) mem 21941MB +[2025-12-25 06:29:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][80/1573] eta 0:19:27 lr 0.000009 time 0.4390 (0.7818) loss 1367.8118 (1317.9878) grad_norm 269.0110 (248.1082) embed_mse 1366.7532 (1316.9036) mask_bce 0.2245 (0.2454) mask_dice 0.8341 (0.8388) mem 21941MB +[2025-12-25 06:29:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][90/1573] eta 0:20:29 lr 0.000009 time 0.4309 (0.8289) loss 1358.8105 (1318.8330) grad_norm 266.2921 (249.7613) embed_mse 1357.7139 (1317.7470) mask_bce 0.2505 (0.2476) mask_dice 0.8462 (0.8383) mem 21941MB +[2025-12-25 06:29:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][100/1573] eta 0:20:25 lr 0.000009 time 0.4237 (0.8318) loss 1367.0767 (1317.6909) grad_norm 227.8978 (247.9393) embed_mse 1365.9747 (1316.6039) mask_bce 0.2613 (0.2478) mask_dice 0.8406 (0.8392) mem 21941MB +[2025-12-25 06:30:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][110/1573] eta 0:20:03 lr 0.000009 time 0.4204 (0.8224) loss 1327.7644 (1318.3301) grad_norm 168.8418 (241.8549) embed_mse 1326.7056 (1317.2434) mask_bce 0.2139 (0.2472) mask_dice 0.8450 (0.8395) mem 21941MB +[2025-12-25 06:30:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][120/1573] eta 0:19:56 lr 0.000009 time 0.4219 (0.8232) loss 1303.9651 (1319.1845) grad_norm 197.8206 (237.6287) embed_mse 1302.8812 (1318.0984) mask_bce 0.2342 (0.2466) mask_dice 0.8497 (0.8395) mem 21941MB +[2025-12-25 06:30:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][130/1573] eta 0:21:06 lr 0.000009 time 0.4612 (0.8777) loss 1331.2726 (1319.5465) grad_norm 165.7394 (233.1356) embed_mse 1330.2118 (1318.4612) mask_bce 0.2122 (0.2458) mask_dice 0.8487 (0.8395) mem 21941MB +[2025-12-25 06:30:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][140/1573] eta 0:20:19 lr 0.000009 time 0.4266 (0.8508) loss 1286.6693 (1318.6243) grad_norm 243.6598 (233.7547) embed_mse 1285.5225 (1317.5400) mask_bce 0.3345 (0.2440) mask_dice 0.8123 (0.8403) mem 21941MB +[2025-12-25 06:30:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][150/1573] eta 0:19:52 lr 0.000009 time 0.4271 (0.8383) loss 1311.0221 (1318.7933) grad_norm 227.7840 (233.4230) embed_mse 1309.9412 (1317.7096) mask_bce 0.2446 (0.2436) mask_dice 0.8363 (0.8401) mem 21941MB +[2025-12-25 06:30:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][160/1573] eta 0:20:08 lr 0.000009 time 0.4860 (0.8555) loss 1292.3721 (1318.1994) grad_norm 254.3149 (237.7496) embed_mse 1291.2759 (1317.1157) mask_bce 0.2490 (0.2433) mask_dice 0.8472 (0.8403) mem 21941MB +[2025-12-25 06:30:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][170/1573] eta 0:19:51 lr 0.000009 time 0.4375 (0.8496) loss 1352.0439 (1317.1670) grad_norm 315.3255 (241.4437) embed_mse 1350.9802 (1316.0839) mask_bce 0.1992 (0.2427) mask_dice 0.8645 (0.8404) mem 21941MB +[2025-12-25 06:31:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][180/1573] eta 0:19:39 lr 0.000009 time 0.4279 (0.8465) loss 1342.3997 (1316.6657) grad_norm 224.9644 (240.6946) embed_mse 1341.3066 (1315.5827) mask_bce 0.2670 (0.2425) mask_dice 0.8259 (0.8405) mem 21941MB +[2025-12-25 06:31:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][190/1573] eta 0:19:09 lr 0.000009 time 0.4325 (0.8314) loss 1335.1594 (1317.0167) grad_norm 273.4767 (242.1199) embed_mse 1334.0593 (1315.9338) mask_bce 0.2697 (0.2425) mask_dice 0.8305 (0.8403) mem 21941MB +[2025-12-25 06:31:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][200/1573] eta 0:19:02 lr 0.000009 time 0.4373 (0.8319) loss 1308.1437 (1316.5597) grad_norm 215.9521 (238.3226) embed_mse 1307.0216 (1315.4767) mask_bce 0.2799 (0.2431) mask_dice 0.8422 (0.8400) mem 21941MB +[2025-12-25 06:31:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][210/1573] eta 0:18:28 lr 0.000009 time 0.4350 (0.8134) loss 1360.5066 (1317.3576) grad_norm 199.6375 (236.8347) embed_mse 1359.4142 (1316.2746) mask_bce 0.2487 (0.2427) mask_dice 0.8436 (0.8402) mem 21941MB +[2025-12-25 06:31:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][220/1573] eta 0:18:33 lr 0.000009 time 0.4354 (0.8228) loss 1272.2527 (1316.5460) grad_norm 154.1592 (233.7727) embed_mse 1271.1693 (1315.4631) mask_bce 0.2436 (0.2426) mask_dice 0.8397 (0.8404) mem 21941MB +[2025-12-25 06:31:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][230/1573] eta 0:18:29 lr 0.000009 time 0.4359 (0.8260) loss 1292.0383 (1316.2074) grad_norm 162.0966 (231.2128) embed_mse 1290.9752 (1315.1245) mask_bce 0.2270 (0.2421) mask_dice 0.8361 (0.8408) mem 21941MB +[2025-12-25 06:31:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][240/1573] eta 0:18:13 lr 0.000009 time 0.4362 (0.8207) loss 1316.6782 (1316.0090) grad_norm 174.6984 (226.6608) embed_mse 1315.6021 (1314.9264) mask_bce 0.2302 (0.2416) mask_dice 0.8459 (0.8410) mem 21941MB +[2025-12-25 06:31:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][250/1573] eta 0:18:00 lr 0.000009 time 0.4315 (0.8164) loss 1314.4601 (1316.1677) grad_norm 174.5779 (224.9807) embed_mse 1313.4041 (1315.0849) mask_bce 0.2362 (0.2420) mask_dice 0.8199 (0.8408) mem 21941MB +[2025-12-25 06:32:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][260/1573] eta 0:17:40 lr 0.000009 time 0.4331 (0.8075) loss 1336.3999 (1316.3363) grad_norm 166.2484 (223.1453) embed_mse 1335.3137 (1315.2538) mask_bce 0.2336 (0.2418) mask_dice 0.8527 (0.8407) mem 21941MB +[2025-12-25 06:32:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][270/1573] eta 0:17:25 lr 0.000009 time 0.4480 (0.8027) loss 1275.3782 (1315.7820) grad_norm 250.1264 (223.9629) embed_mse 1274.2870 (1314.6995) mask_bce 0.2585 (0.2416) mask_dice 0.8326 (0.8409) mem 21941MB +[2025-12-25 06:32:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][280/1573] eta 0:17:21 lr 0.000009 time 0.4740 (0.8055) loss 1287.2512 (1315.8412) grad_norm 158.1695 (222.4912) embed_mse 1286.1504 (1314.7588) mask_bce 0.2454 (0.2413) mask_dice 0.8555 (0.8412) mem 21941MB +[2025-12-25 06:32:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][290/1573] eta 0:17:15 lr 0.000009 time 0.4281 (0.8071) loss 1306.9305 (1315.3061) grad_norm 260.9097 (223.5583) embed_mse 1305.8855 (1314.2242) mask_bce 0.2013 (0.2404) mask_dice 0.8437 (0.8415) mem 21941MB +[2025-12-25 06:32:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][300/1573] eta 0:16:56 lr 0.000009 time 0.4297 (0.7982) loss 1324.2521 (1315.5723) grad_norm 184.0267 (222.4899) embed_mse 1323.1937 (1314.4904) mask_bce 0.2334 (0.2406) mask_dice 0.8250 (0.8413) mem 21941MB +[2025-12-25 06:32:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][310/1573] eta 0:16:39 lr 0.000009 time 0.4351 (0.7913) loss 1235.7686 (1315.6450) grad_norm 268.1280 (223.6909) embed_mse 1234.7101 (1314.5635) mask_bce 0.2211 (0.2402) mask_dice 0.8374 (0.8413) mem 21941MB +[2025-12-25 06:32:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][320/1573] eta 0:16:29 lr 0.000009 time 2.9626 (0.7896) loss 1214.4391 (1314.7854) grad_norm 156.9314 (221.4041) embed_mse 1213.3722 (1313.7035) mask_bce 0.2429 (0.2403) mask_dice 0.8240 (0.8416) mem 21941MB +[2025-12-25 06:32:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][330/1573] eta 0:16:22 lr 0.000009 time 0.4304 (0.7901) loss 1330.0760 (1313.9276) grad_norm 238.1648 (221.8129) embed_mse 1328.9923 (1312.8457) mask_bce 0.2301 (0.2405) mask_dice 0.8537 (0.8415) mem 21941MB +[2025-12-25 06:32:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][340/1573] eta 0:16:04 lr 0.000009 time 0.4409 (0.7824) loss 1304.2207 (1313.5351) grad_norm 165.4180 (220.4702) embed_mse 1303.1488 (1312.4534) mask_bce 0.2453 (0.2403) mask_dice 0.8267 (0.8413) mem 21941MB +[2025-12-25 06:33:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][350/1573] eta 0:15:45 lr 0.000009 time 0.4323 (0.7732) loss 1284.4429 (1313.2116) grad_norm 190.1693 (219.7655) embed_mse 1283.3788 (1312.1301) mask_bce 0.2407 (0.2403) mask_dice 0.8234 (0.8413) mem 21941MB +[2025-12-25 06:33:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][360/1573] eta 0:15:28 lr 0.000009 time 0.4378 (0.7658) loss 1355.7256 (1313.3536) grad_norm 173.1797 (218.0538) embed_mse 1354.6604 (1312.2719) mask_bce 0.2180 (0.2405) mask_dice 0.8472 (0.8412) mem 21941MB +[2025-12-25 06:33:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][370/1573] eta 0:15:22 lr 0.000009 time 0.4274 (0.7671) loss 1387.6919 (1313.5714) grad_norm 288.7995 (219.5918) embed_mse 1386.4260 (1312.4892) mask_bce 0.4076 (0.2409) mask_dice 0.8583 (0.8413) mem 21941MB +[2025-12-25 06:33:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][380/1573] eta 0:15:09 lr 0.000009 time 0.4369 (0.7620) loss 1317.5532 (1313.3275) grad_norm 210.8047 (219.4048) embed_mse 1316.4799 (1312.2452) mask_bce 0.2289 (0.2411) mask_dice 0.8445 (0.8413) mem 21941MB +[2025-12-25 06:33:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][390/1573] eta 0:14:51 lr 0.000009 time 0.4268 (0.7537) loss 1358.0323 (1313.8886) grad_norm 156.0995 (218.0860) embed_mse 1356.9703 (1312.8063) mask_bce 0.2077 (0.2409) mask_dice 0.8544 (0.8414) mem 21941MB +[2025-12-25 06:33:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][400/1573] eta 0:14:43 lr 0.000009 time 0.4302 (0.7532) loss 1283.2471 (1313.4837) grad_norm 210.8162 (216.6553) embed_mse 1282.1426 (1312.4008) mask_bce 0.2787 (0.2417) mask_dice 0.8258 (0.8411) mem 21941MB +[2025-12-25 06:33:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][410/1573] eta 0:14:36 lr 0.000008 time 0.4467 (0.7537) loss 1337.2048 (1313.2468) grad_norm 157.7615 (215.5005) embed_mse 1336.1116 (1312.1637) mask_bce 0.2603 (0.2422) mask_dice 0.8329 (0.8409) mem 21941MB +[2025-12-25 06:33:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][420/1573] eta 0:14:37 lr 0.000008 time 0.4350 (0.7609) loss 1290.1140 (1313.3818) grad_norm 180.4476 (214.8264) embed_mse 1289.0199 (1312.2988) mask_bce 0.2422 (0.2419) mask_dice 0.8520 (0.8411) mem 21941MB +[2025-12-25 06:33:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][430/1573] eta 0:14:21 lr 0.000008 time 0.4545 (0.7533) loss 1422.8845 (1313.1283) grad_norm 228.8718 (215.0914) embed_mse 1421.7405 (1312.0452) mask_bce 0.2923 (0.2418) mask_dice 0.8518 (0.8413) mem 21941MB +[2025-12-25 06:34:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][440/1573] eta 0:14:14 lr 0.000008 time 1.0501 (0.7541) loss 1293.3248 (1313.0536) grad_norm 174.5256 (215.1051) embed_mse 1292.2528 (1311.9702) mask_bce 0.2314 (0.2420) mask_dice 0.8406 (0.8414) mem 21941MB +[2025-12-25 06:34:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][450/1573] eta 0:14:01 lr 0.000008 time 0.4746 (0.7496) loss 1267.6356 (1312.9109) grad_norm 159.3674 (214.1098) embed_mse 1266.5657 (1311.8273) mask_bce 0.2150 (0.2421) mask_dice 0.8550 (0.8415) mem 21941MB +[2025-12-25 06:34:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][460/1573] eta 0:13:59 lr 0.000008 time 0.4297 (0.7540) loss 1293.5511 (1312.8387) grad_norm 155.6704 (213.0845) embed_mse 1292.4597 (1311.7550) mask_bce 0.2737 (0.2423) mask_dice 0.8178 (0.8413) mem 21941MB +[2025-12-25 06:34:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][470/1573] eta 0:13:53 lr 0.000008 time 1.5155 (0.7558) loss 1358.2434 (1313.0121) grad_norm 239.8745 (213.5464) embed_mse 1357.1740 (1311.9283) mask_bce 0.2114 (0.2425) mask_dice 0.8582 (0.8413) mem 21941MB +[2025-12-25 06:34:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][480/1573] eta 0:13:45 lr 0.000008 time 0.4905 (0.7557) loss 1315.6125 (1312.9013) grad_norm 208.3669 (212.6105) embed_mse 1314.5408 (1311.8175) mask_bce 0.2315 (0.2425) mask_dice 0.8403 (0.8413) mem 21941MB +[2025-12-25 06:34:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][490/1573] eta 0:13:45 lr 0.000008 time 0.4327 (0.7618) loss 1320.6223 (1313.0775) grad_norm 207.3721 (212.5246) embed_mse 1319.5166 (1311.9938) mask_bce 0.2791 (0.2423) mask_dice 0.8266 (0.8414) mem 21941MB +[2025-12-25 06:34:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][500/1573] eta 0:13:38 lr 0.000008 time 0.4397 (0.7625) loss 1276.4463 (1312.9114) grad_norm 173.6035 (211.8968) embed_mse 1275.3700 (1311.8276) mask_bce 0.2035 (0.2423) mask_dice 0.8728 (0.8414) mem 21941MB +[2025-12-25 06:34:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][510/1573] eta 0:13:25 lr 0.000008 time 0.4392 (0.7574) loss 1307.7871 (1312.6292) grad_norm 143.7562 (210.8153) embed_mse 1306.7074 (1311.5457) mask_bce 0.2488 (0.2421) mask_dice 0.8309 (0.8414) mem 21941MB +[2025-12-25 06:35:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][520/1573] eta 0:13:19 lr 0.000008 time 0.4517 (0.7593) loss 1308.2645 (1312.5258) grad_norm 221.3424 (210.6100) embed_mse 1307.2039 (1311.4422) mask_bce 0.1887 (0.2419) mask_dice 0.8720 (0.8417) mem 21941MB +[2025-12-25 06:35:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][530/1573] eta 0:13:10 lr 0.000008 time 0.4412 (0.7579) loss 1252.5609 (1312.3376) grad_norm 216.6938 (210.7022) embed_mse 1251.4104 (1311.2539) mask_bce 0.3098 (0.2420) mask_dice 0.8407 (0.8417) mem 21941MB +[2025-12-25 06:35:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][540/1573] eta 0:13:02 lr 0.000008 time 0.4320 (0.7573) loss 1265.0957 (1312.1895) grad_norm 264.4820 (211.5049) embed_mse 1264.0098 (1311.1055) mask_bce 0.2396 (0.2423) mask_dice 0.8464 (0.8417) mem 21941MB +[2025-12-25 06:35:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][550/1573] eta 0:12:54 lr 0.000008 time 0.4303 (0.7574) loss 1335.6296 (1311.9355) grad_norm 156.0697 (210.6897) embed_mse 1334.4791 (1310.8513) mask_bce 0.3033 (0.2426) mask_dice 0.8471 (0.8416) mem 21941MB +[2025-12-25 06:35:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][560/1573] eta 0:12:51 lr 0.000008 time 0.4329 (0.7613) loss 1281.5164 (1311.8745) grad_norm 276.1872 (212.4799) embed_mse 1280.4568 (1310.7904) mask_bce 0.2161 (0.2424) mask_dice 0.8434 (0.8418) mem 21941MB +[2025-12-25 06:35:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][570/1573] eta 0:12:40 lr 0.000008 time 0.4261 (0.7582) loss 1292.7336 (1311.5656) grad_norm 178.5244 (212.0016) embed_mse 1291.6412 (1310.4815) mask_bce 0.2519 (0.2424) mask_dice 0.8406 (0.8417) mem 21941MB +[2025-12-25 06:35:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][580/1573] eta 0:12:36 lr 0.000008 time 0.4292 (0.7619) loss 1315.8405 (1311.7634) grad_norm 168.2122 (211.3934) embed_mse 1314.7592 (1310.6792) mask_bce 0.2393 (0.2425) mask_dice 0.8420 (0.8417) mem 21941MB +[2025-12-25 06:35:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][590/1573] eta 0:12:25 lr 0.000008 time 0.4579 (0.7583) loss 1360.1865 (1311.8088) grad_norm 242.6904 (211.8221) embed_mse 1359.1289 (1310.7245) mask_bce 0.2202 (0.2425) mask_dice 0.8373 (0.8418) mem 21941MB +[2025-12-25 06:36:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][600/1573] eta 0:12:17 lr 0.000008 time 1.8156 (0.7576) loss 1299.8848 (1311.8313) grad_norm 190.3276 (210.6874) embed_mse 1298.7720 (1310.7470) mask_bce 0.2703 (0.2426) mask_dice 0.8425 (0.8418) mem 21941MB +[2025-12-25 06:36:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][610/1573] eta 0:12:09 lr 0.000008 time 0.4303 (0.7572) loss 1319.1050 (1311.9023) grad_norm 197.0863 (210.5084) embed_mse 1317.9952 (1310.8181) mask_bce 0.2526 (0.2425) mask_dice 0.8572 (0.8418) mem 21941MB +[2025-12-25 06:36:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][620/1573] eta 0:11:59 lr 0.000008 time 0.4245 (0.7554) loss 1321.3497 (1311.6978) grad_norm 207.3169 (210.4669) embed_mse 1320.2543 (1310.6134) mask_bce 0.2664 (0.2428) mask_dice 0.8290 (0.8416) mem 21941MB +[2025-12-25 06:36:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][630/1573] eta 0:11:55 lr 0.000008 time 0.4267 (0.7592) loss 1297.7352 (1311.4462) grad_norm 227.4658 (210.6849) embed_mse 1296.6669 (1310.3620) mask_bce 0.2421 (0.2427) mask_dice 0.8263 (0.8416) mem 21941MB +[2025-12-25 06:36:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][640/1573] eta 0:11:47 lr 0.000008 time 2.4606 (0.7587) loss 1248.6324 (1311.3726) grad_norm 481.2293 (213.4607) embed_mse 1247.5356 (1310.2885) mask_bce 0.2588 (0.2425) mask_dice 0.8380 (0.8416) mem 21941MB +[2025-12-25 06:36:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][650/1573] eta 0:11:38 lr 0.000008 time 0.4321 (0.7563) loss 1268.2760 (1311.3399) grad_norm 162.6450 (212.8334) embed_mse 1267.1752 (1310.2559) mask_bce 0.2655 (0.2425) mask_dice 0.8353 (0.8416) mem 21941MB +[2025-12-25 06:36:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][660/1573] eta 0:11:26 lr 0.000008 time 0.4272 (0.7523) loss 1368.2041 (1311.1145) grad_norm 172.5621 (212.3422) embed_mse 1367.1033 (1310.0304) mask_bce 0.2621 (0.2426) mask_dice 0.8387 (0.8415) mem 21941MB +[2025-12-25 06:36:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][670/1573] eta 0:11:16 lr 0.000008 time 0.4376 (0.7496) loss 1360.1954 (1310.9038) grad_norm 176.1874 (211.9066) embed_mse 1359.0632 (1309.8195) mask_bce 0.2727 (0.2428) mask_dice 0.8595 (0.8414) mem 21941MB +[2025-12-25 06:37:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][680/1573] eta 0:11:13 lr 0.000008 time 0.4779 (0.7544) loss 1293.7020 (1310.7977) grad_norm 216.1696 (211.4505) embed_mse 1292.6345 (1309.7135) mask_bce 0.2222 (0.2429) mask_dice 0.8453 (0.8413) mem 21941MB +[2025-12-25 06:37:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][690/1573] eta 0:11:04 lr 0.000008 time 0.4511 (0.7531) loss 1293.6290 (1310.7663) grad_norm 501.6522 (214.8250) embed_mse 1292.5281 (1309.6821) mask_bce 0.2611 (0.2430) mask_dice 0.8398 (0.8412) mem 21941MB +[2025-12-25 06:37:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][700/1573] eta 0:10:58 lr 0.000008 time 0.4960 (0.7538) loss 1375.5090 (1311.0578) grad_norm 249.8276 (215.2273) embed_mse 1374.4385 (1309.9736) mask_bce 0.2362 (0.2431) mask_dice 0.8343 (0.8411) mem 21941MB +[2025-12-25 06:37:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][710/1573] eta 0:10:46 lr 0.000008 time 0.4594 (0.7497) loss 1345.1614 (1311.2224) grad_norm 237.3929 (215.4792) embed_mse 1344.0690 (1310.1384) mask_bce 0.2677 (0.2428) mask_dice 0.8246 (0.8412) mem 21941MB +[2025-12-25 06:37:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][720/1573] eta 0:10:36 lr 0.000008 time 0.5234 (0.7461) loss 1348.3601 (1311.4380) grad_norm 167.6382 (214.7554) embed_mse 1347.2820 (1310.3540) mask_bce 0.2495 (0.2428) mask_dice 0.8286 (0.8412) mem 21941MB +[2025-12-25 06:37:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][730/1573] eta 0:10:30 lr 0.000008 time 0.4286 (0.7479) loss 1349.5078 (1311.3635) grad_norm 194.3054 (214.5307) embed_mse 1348.4413 (1310.2796) mask_bce 0.2264 (0.2426) mask_dice 0.8401 (0.8413) mem 21941MB +[2025-12-25 06:37:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][740/1573] eta 0:10:22 lr 0.000008 time 0.4549 (0.7472) loss 1284.6627 (1311.6695) grad_norm 325.7696 (215.7398) embed_mse 1283.5706 (1310.5856) mask_bce 0.2788 (0.2427) mask_dice 0.8133 (0.8412) mem 21941MB +[2025-12-25 06:37:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][750/1573] eta 0:10:15 lr 0.000008 time 4.0181 (0.7482) loss 1271.7815 (1311.9192) grad_norm 202.8345 (215.6010) embed_mse 1270.7303 (1310.8351) mask_bce 0.2075 (0.2430) mask_dice 0.8436 (0.8411) mem 21941MB +[2025-12-25 06:38:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][760/1573] eta 0:10:09 lr 0.000008 time 0.4271 (0.7496) loss 1377.7075 (1311.9098) grad_norm 238.8811 (215.6635) embed_mse 1376.6538 (1310.8258) mask_bce 0.2082 (0.2428) mask_dice 0.8455 (0.8411) mem 21941MB +[2025-12-25 06:38:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][770/1573] eta 0:10:00 lr 0.000008 time 0.4827 (0.7484) loss 1330.5984 (1311.8202) grad_norm 193.6755 (215.4345) embed_mse 1329.5321 (1310.7361) mask_bce 0.2377 (0.2429) mask_dice 0.8286 (0.8411) mem 21941MB +[2025-12-25 06:38:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][780/1573] eta 0:09:51 lr 0.000008 time 0.4307 (0.7463) loss 1281.5894 (1311.7398) grad_norm 138.4371 (214.6407) embed_mse 1280.4661 (1310.6557) mask_bce 0.2948 (0.2430) mask_dice 0.8285 (0.8411) mem 21941MB +[2025-12-25 06:38:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][790/1573] eta 0:09:48 lr 0.000008 time 0.4704 (0.7512) loss 1234.8625 (1311.8187) grad_norm 256.0820 (215.0636) embed_mse 1233.7871 (1310.7346) mask_bce 0.2318 (0.2429) mask_dice 0.8437 (0.8412) mem 21941MB +[2025-12-25 06:38:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][800/1573] eta 0:09:38 lr 0.000008 time 0.9505 (0.7481) loss 1235.0662 (1311.8609) grad_norm 245.8100 (214.9243) embed_mse 1233.9849 (1310.7768) mask_bce 0.2292 (0.2429) mask_dice 0.8521 (0.8412) mem 21941MB +[2025-12-25 06:38:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][810/1573] eta 0:09:31 lr 0.000008 time 0.4291 (0.7494) loss 1294.3855 (1311.5072) grad_norm 218.6698 (214.9613) embed_mse 1293.3080 (1310.4231) mask_bce 0.2257 (0.2429) mask_dice 0.8518 (0.8413) mem 21941MB +[2025-12-25 06:38:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][820/1573] eta 0:09:22 lr 0.000008 time 0.4260 (0.7471) loss 1340.1606 (1311.6841) grad_norm 200.7042 (214.8216) embed_mse 1339.0604 (1310.6000) mask_bce 0.2580 (0.2428) mask_dice 0.8422 (0.8413) mem 21941MB +[2025-12-25 06:38:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][830/1573] eta 0:09:17 lr 0.000008 time 0.4318 (0.7503) loss 1309.9545 (1311.9330) grad_norm 266.9690 (215.3279) embed_mse 1308.8428 (1310.8488) mask_bce 0.2894 (0.2429) mask_dice 0.8223 (0.8413) mem 21941MB +[2025-12-25 06:38:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][840/1573] eta 0:09:08 lr 0.000008 time 0.4293 (0.7479) loss 1339.1377 (1311.9555) grad_norm 216.8474 (216.0629) embed_mse 1338.0520 (1310.8715) mask_bce 0.2291 (0.2426) mask_dice 0.8566 (0.8414) mem 21941MB +[2025-12-25 06:39:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][850/1573] eta 0:09:03 lr 0.000008 time 0.4300 (0.7514) loss 1304.8583 (1312.0682) grad_norm 159.9689 (215.5337) embed_mse 1303.7798 (1310.9842) mask_bce 0.2157 (0.2426) mask_dice 0.8628 (0.8415) mem 21941MB +[2025-12-25 06:39:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][860/1573] eta 0:08:53 lr 0.000008 time 0.9633 (0.7485) loss 1313.4189 (1312.0307) grad_norm 205.4420 (215.4394) embed_mse 1312.3470 (1310.9466) mask_bce 0.2528 (0.2426) mask_dice 0.8191 (0.8415) mem 21941MB +[2025-12-25 06:39:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][870/1573] eta 0:08:49 lr 0.000008 time 0.4463 (0.7538) loss 1337.0660 (1312.2279) grad_norm 244.3459 (215.7070) embed_mse 1335.9902 (1311.1438) mask_bce 0.2417 (0.2428) mask_dice 0.8341 (0.8414) mem 21941MB +[2025-12-25 06:39:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][880/1573] eta 0:08:44 lr 0.000008 time 0.4297 (0.7571) loss 1219.7924 (1312.1617) grad_norm 203.3852 (216.2027) embed_mse 1218.7166 (1311.0776) mask_bce 0.2325 (0.2427) mask_dice 0.8433 (0.8414) mem 21941MB +[2025-12-25 06:39:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][890/1573] eta 0:08:34 lr 0.000008 time 0.4283 (0.7535) loss 1292.3662 (1312.2280) grad_norm 193.8574 (216.0014) embed_mse 1291.2692 (1311.1438) mask_bce 0.2811 (0.2427) mask_dice 0.8159 (0.8415) mem 21941MB +[2025-12-25 06:39:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][900/1573] eta 0:08:29 lr 0.000008 time 0.4340 (0.7574) loss 1314.3522 (1312.4058) grad_norm 158.6767 (215.4896) embed_mse 1313.3013 (1311.3217) mask_bce 0.2044 (0.2427) mask_dice 0.8466 (0.8414) mem 21941MB +[2025-12-25 06:39:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][910/1573] eta 0:08:19 lr 0.000008 time 0.4271 (0.7538) loss 1364.2463 (1312.6848) grad_norm 223.7314 (215.5625) embed_mse 1363.1545 (1311.6007) mask_bce 0.2829 (0.2428) mask_dice 0.8089 (0.8413) mem 21941MB +[2025-12-25 06:40:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][920/1573] eta 0:08:17 lr 0.000008 time 0.4333 (0.7626) loss 1294.9791 (1312.7481) grad_norm 374.1190 (218.2008) embed_mse 1293.8989 (1311.6640) mask_bce 0.2360 (0.2428) mask_dice 0.8442 (0.8413) mem 21941MB +[2025-12-25 06:40:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][930/1573] eta 0:08:10 lr 0.000008 time 0.4294 (0.7621) loss 1341.2252 (1312.7344) grad_norm 171.7453 (217.8003) embed_mse 1340.1372 (1311.6504) mask_bce 0.2447 (0.2428) mask_dice 0.8433 (0.8412) mem 21941MB +[2025-12-25 06:40:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][940/1573] eta 0:08:02 lr 0.000008 time 0.4351 (0.7630) loss 1423.1145 (1312.9963) grad_norm 198.2655 (217.6334) embed_mse 1422.0148 (1311.9123) mask_bce 0.2572 (0.2428) mask_dice 0.8425 (0.8412) mem 21941MB +[2025-12-25 06:40:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][950/1573] eta 0:07:59 lr 0.000008 time 0.4290 (0.7697) loss 1271.0900 (1312.9747) grad_norm 172.4769 (217.2507) embed_mse 1270.0284 (1311.8906) mask_bce 0.2121 (0.2428) mask_dice 0.8494 (0.8412) mem 21941MB +[2025-12-25 06:40:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][960/1573] eta 0:07:49 lr 0.000008 time 0.4496 (0.7662) loss 1345.3059 (1312.9560) grad_norm 240.2749 (218.4868) embed_mse 1344.2494 (1311.8719) mask_bce 0.2024 (0.2428) mask_dice 0.8541 (0.8412) mem 21941MB +[2025-12-25 06:40:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][970/1573] eta 0:07:43 lr 0.000008 time 0.4297 (0.7684) loss 1263.0420 (1312.7465) grad_norm 179.4351 (218.1640) embed_mse 1261.9685 (1311.6623) mask_bce 0.2170 (0.2429) mask_dice 0.8565 (0.8413) mem 21941MB +[2025-12-25 06:41:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][980/1573] eta 0:07:35 lr 0.000008 time 0.4308 (0.7687) loss 1381.6383 (1312.8414) grad_norm 200.8460 (218.0221) embed_mse 1380.5802 (1311.7572) mask_bce 0.2104 (0.2429) mask_dice 0.8477 (0.8412) mem 21941MB +[2025-12-25 06:41:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][990/1573] eta 0:07:29 lr 0.000008 time 0.4286 (0.7713) loss 1306.7744 (1312.9050) grad_norm 181.7473 (217.7272) embed_mse 1305.6621 (1311.8209) mask_bce 0.3001 (0.2430) mask_dice 0.8122 (0.8411) mem 21941MB +[2025-12-25 06:41:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1000/1573] eta 0:07:21 lr 0.000008 time 0.4418 (0.7710) loss 1271.5671 (1312.8719) grad_norm 141.5059 (216.9561) embed_mse 1270.5046 (1311.7878) mask_bce 0.2531 (0.2430) mask_dice 0.8095 (0.8411) mem 21941MB +[2025-12-25 06:41:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1010/1573] eta 0:07:14 lr 0.000008 time 0.4292 (0.7709) loss 1326.7737 (1313.0613) grad_norm 212.2754 (216.9190) embed_mse 1325.6758 (1311.9771) mask_bce 0.2783 (0.2431) mask_dice 0.8197 (0.8411) mem 21941MB +[2025-12-25 06:41:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1020/1573] eta 0:07:07 lr 0.000008 time 5.0841 (0.7722) loss 1280.5919 (1312.9870) grad_norm 187.9838 (216.6912) embed_mse 1279.5356 (1311.9029) mask_bce 0.2115 (0.2430) mask_dice 0.8449 (0.8411) mem 21941MB +[2025-12-25 06:41:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1030/1573] eta 0:06:57 lr 0.000008 time 0.4294 (0.7690) loss 1333.0776 (1312.9564) grad_norm 194.3702 (216.5168) embed_mse 1331.9991 (1311.8723) mask_bce 0.2353 (0.2430) mask_dice 0.8432 (0.8411) mem 21941MB +[2025-12-25 06:41:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1040/1573] eta 0:06:48 lr 0.000008 time 0.4734 (0.7660) loss 1322.8682 (1312.9755) grad_norm 157.9062 (216.6120) embed_mse 1321.7977 (1311.8913) mask_bce 0.2061 (0.2430) mask_dice 0.8644 (0.8412) mem 21941MB +[2025-12-25 06:42:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1050/1573] eta 0:06:42 lr 0.000008 time 0.4457 (0.7705) loss 1283.9595 (1312.8791) grad_norm 223.9447 (216.6680) embed_mse 1282.8572 (1311.7949) mask_bce 0.2743 (0.2430) mask_dice 0.8280 (0.8412) mem 21941MB +[2025-12-25 06:42:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1060/1573] eta 0:06:34 lr 0.000008 time 0.8596 (0.7689) loss 1362.6179 (1312.7938) grad_norm 328.6123 (217.5161) embed_mse 1361.5341 (1311.7095) mask_bce 0.2521 (0.2431) mask_dice 0.8318 (0.8412) mem 21941MB +[2025-12-25 06:42:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1070/1573] eta 0:06:27 lr 0.000008 time 0.4376 (0.7698) loss 1361.6338 (1312.7916) grad_norm 306.8546 (218.1878) embed_mse 1360.5474 (1311.7073) mask_bce 0.2348 (0.2431) mask_dice 0.8517 (0.8412) mem 21941MB +[2025-12-25 06:42:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1080/1573] eta 0:06:21 lr 0.000008 time 0.4325 (0.7740) loss 1267.9397 (1312.8131) grad_norm 180.9212 (217.6319) embed_mse 1266.8920 (1311.7288) mask_bce 0.1990 (0.2432) mask_dice 0.8486 (0.8411) mem 21941MB +[2025-12-25 06:42:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1090/1573] eta 0:06:13 lr 0.000008 time 0.4493 (0.7726) loss 1289.8055 (1312.7893) grad_norm 161.6197 (217.2200) embed_mse 1288.7053 (1311.7050) mask_bce 0.2656 (0.2433) mask_dice 0.8346 (0.8411) mem 21941MB +[2025-12-25 06:42:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1100/1573] eta 0:06:04 lr 0.000008 time 0.4346 (0.7697) loss 1326.4398 (1312.8720) grad_norm 193.1878 (217.0446) embed_mse 1325.3551 (1311.7876) mask_bce 0.2509 (0.2433) mask_dice 0.8339 (0.8411) mem 21941MB +[2025-12-25 06:42:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1110/1573] eta 0:05:56 lr 0.000008 time 1.1809 (0.7701) loss 1317.9213 (1312.5943) grad_norm 246.9014 (217.2610) embed_mse 1316.8523 (1311.5099) mask_bce 0.2322 (0.2433) mask_dice 0.8367 (0.8411) mem 21941MB +[2025-12-25 06:42:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1120/1573] eta 0:05:49 lr 0.000008 time 0.4222 (0.7723) loss 1339.3763 (1312.5736) grad_norm 149.6059 (216.7970) embed_mse 1338.2943 (1311.4891) mask_bce 0.2340 (0.2434) mask_dice 0.8481 (0.8411) mem 21941MB +[2025-12-25 06:43:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1130/1573] eta 0:05:41 lr 0.000008 time 0.4304 (0.7704) loss 1305.0608 (1312.6579) grad_norm 190.9070 (216.6133) embed_mse 1303.9772 (1311.5734) mask_bce 0.2417 (0.2435) mask_dice 0.8419 (0.8410) mem 21941MB +[2025-12-25 06:43:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1140/1573] eta 0:05:32 lr 0.000008 time 0.4581 (0.7681) loss 1289.4205 (1312.4957) grad_norm 286.0945 (217.1026) embed_mse 1288.3014 (1311.4111) mask_bce 0.2964 (0.2435) mask_dice 0.8228 (0.8410) mem 21941MB +[2025-12-25 06:43:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1150/1573] eta 0:05:25 lr 0.000008 time 0.4241 (0.7694) loss 1345.5533 (1312.4923) grad_norm 199.2226 (216.9776) embed_mse 1344.4243 (1311.4076) mask_bce 0.2799 (0.2436) mask_dice 0.8491 (0.8411) mem 21941MB +[2025-12-25 06:43:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1160/1573] eta 0:05:19 lr 0.000008 time 0.4236 (0.7736) loss 1265.2905 (1312.4456) grad_norm 237.6398 (216.7075) embed_mse 1264.2190 (1311.3608) mask_bce 0.2365 (0.2437) mask_dice 0.8351 (0.8411) mem 21941MB +[2025-12-25 06:43:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1170/1573] eta 0:05:11 lr 0.000008 time 1.9196 (0.7727) loss 1312.1182 (1312.3516) grad_norm 237.4042 (216.8492) embed_mse 1311.0488 (1311.2668) mask_bce 0.2332 (0.2437) mask_dice 0.8362 (0.8411) mem 21941MB +[2025-12-25 06:43:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1180/1573] eta 0:05:02 lr 0.000008 time 0.4257 (0.7697) loss 1278.1935 (1312.3528) grad_norm 219.6616 (216.8684) embed_mse 1277.1130 (1311.2680) mask_bce 0.2442 (0.2437) mask_dice 0.8363 (0.8411) mem 21941MB +[2025-12-25 06:43:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1190/1573] eta 0:04:55 lr 0.000008 time 0.4208 (0.7720) loss 1316.9503 (1312.4532) grad_norm 224.2672 (216.9184) embed_mse 1315.8877 (1311.3684) mask_bce 0.1906 (0.2437) mask_dice 0.8721 (0.8412) mem 21941MB +[2025-12-25 06:43:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1200/1573] eta 0:04:48 lr 0.000008 time 0.9295 (0.7736) loss 1279.3158 (1312.5317) grad_norm 274.1929 (217.1118) embed_mse 1278.2523 (1311.4470) mask_bce 0.2348 (0.2435) mask_dice 0.8287 (0.8412) mem 21941MB +[2025-12-25 06:44:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1210/1573] eta 0:04:42 lr 0.000008 time 0.4321 (0.7776) loss 1291.1979 (1312.7631) grad_norm 192.4924 (216.9487) embed_mse 1290.1257 (1311.6784) mask_bce 0.2348 (0.2435) mask_dice 0.8374 (0.8412) mem 21941MB +[2025-12-25 06:44:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1220/1573] eta 0:04:33 lr 0.000008 time 0.4267 (0.7748) loss 1231.3739 (1312.7035) grad_norm 241.1283 (217.1078) embed_mse 1230.2565 (1311.6187) mask_bce 0.2613 (0.2436) mask_dice 0.8561 (0.8412) mem 21941MB +[2025-12-25 06:44:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1230/1573] eta 0:04:24 lr 0.000008 time 0.4272 (0.7723) loss 1241.9237 (1312.5740) grad_norm 197.4105 (216.9791) embed_mse 1240.8547 (1311.4892) mask_bce 0.2192 (0.2435) mask_dice 0.8498 (0.8413) mem 21941MB +[2025-12-25 06:44:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1240/1573] eta 0:04:17 lr 0.000008 time 0.4339 (0.7738) loss 1277.5836 (1312.5357) grad_norm 196.7216 (217.0112) embed_mse 1276.5076 (1311.4510) mask_bce 0.2480 (0.2434) mask_dice 0.8279 (0.8413) mem 21941MB +[2025-12-25 06:44:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1250/1573] eta 0:04:09 lr 0.000008 time 0.4278 (0.7728) loss 1247.9827 (1312.3824) grad_norm 169.8621 (216.7089) embed_mse 1246.9170 (1311.2977) mask_bce 0.2150 (0.2434) mask_dice 0.8507 (0.8413) mem 21941MB +[2025-12-25 06:44:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1260/1573] eta 0:04:01 lr 0.000008 time 0.4258 (0.7708) loss 1368.9800 (1312.4365) grad_norm 258.0518 (216.9723) embed_mse 1367.8889 (1311.3518) mask_bce 0.2594 (0.2433) mask_dice 0.8317 (0.8413) mem 21941MB +[2025-12-25 06:44:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1270/1573] eta 0:03:54 lr 0.000008 time 0.4343 (0.7739) loss 1271.0563 (1312.2693) grad_norm 184.7079 (216.7681) embed_mse 1269.9943 (1311.1847) mask_bce 0.2095 (0.2432) mask_dice 0.8525 (0.8413) mem 21941MB +[2025-12-25 06:44:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1280/1573] eta 0:03:46 lr 0.000007 time 0.4337 (0.7723) loss 1275.5497 (1312.2807) grad_norm 327.0699 (217.2777) embed_mse 1274.4889 (1311.1963) mask_bce 0.2135 (0.2432) mask_dice 0.8473 (0.8413) mem 21941MB +[2025-12-25 06:45:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1290/1573] eta 0:03:37 lr 0.000007 time 0.4323 (0.7699) loss 1238.6138 (1312.2711) grad_norm 218.4227 (217.2848) embed_mse 1237.5176 (1311.1866) mask_bce 0.2620 (0.2432) mask_dice 0.8341 (0.8413) mem 21941MB +[2025-12-25 06:45:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1300/1573] eta 0:03:29 lr 0.000007 time 0.4737 (0.7683) loss 1301.5308 (1312.2150) grad_norm 246.2813 (217.4638) embed_mse 1300.4419 (1311.1305) mask_bce 0.2668 (0.2431) mask_dice 0.8221 (0.8413) mem 21941MB +[2025-12-25 06:45:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1310/1573] eta 0:03:23 lr 0.000007 time 0.4285 (0.7723) loss 1374.4559 (1312.3098) grad_norm 193.0338 (217.3139) embed_mse 1373.3583 (1311.2253) mask_bce 0.2484 (0.2432) mask_dice 0.8493 (0.8413) mem 21941MB +[2025-12-25 06:45:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1320/1573] eta 0:03:15 lr 0.000007 time 0.4341 (0.7737) loss 1359.4890 (1312.3913) grad_norm 211.4301 (217.3004) embed_mse 1358.4259 (1311.3067) mask_bce 0.2159 (0.2432) mask_dice 0.8471 (0.8414) mem 21941MB +[2025-12-25 06:45:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1330/1573] eta 0:03:07 lr 0.000007 time 0.4209 (0.7715) loss 1249.3035 (1312.1885) grad_norm 241.9683 (217.4490) embed_mse 1248.2294 (1311.1040) mask_bce 0.2486 (0.2432) mask_dice 0.8256 (0.8413) mem 21941MB +[2025-12-25 06:45:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1340/1573] eta 0:02:59 lr 0.000007 time 0.4485 (0.7719) loss 1260.8278 (1312.2468) grad_norm 198.3714 (217.3348) embed_mse 1259.7157 (1311.1622) mask_bce 0.2312 (0.2433) mask_dice 0.8808 (0.8413) mem 21941MB +[2025-12-25 06:45:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1350/1573] eta 0:02:52 lr 0.000007 time 0.4276 (0.7736) loss 1359.5339 (1312.3541) grad_norm 176.7262 (217.0931) embed_mse 1358.4036 (1311.2694) mask_bce 0.2540 (0.2434) mask_dice 0.8763 (0.8413) mem 21941MB +[2025-12-25 06:46:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1360/1573] eta 0:02:44 lr 0.000007 time 0.4314 (0.7730) loss 1264.2427 (1312.2292) grad_norm 252.0007 (217.7525) embed_mse 1263.1245 (1311.1443) mask_bce 0.2980 (0.2435) mask_dice 0.8202 (0.8413) mem 21941MB +[2025-12-25 06:46:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1370/1573] eta 0:02:36 lr 0.000007 time 0.4316 (0.7705) loss 1347.2231 (1312.1751) grad_norm 200.9616 (217.6543) embed_mse 1346.1414 (1311.0903) mask_bce 0.2524 (0.2435) mask_dice 0.8293 (0.8413) mem 21941MB +[2025-12-25 06:46:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1380/1573] eta 0:02:28 lr 0.000007 time 0.4242 (0.7709) loss 1310.5006 (1312.0982) grad_norm 250.2681 (217.8439) embed_mse 1309.4128 (1311.0134) mask_bce 0.2373 (0.2434) mask_dice 0.8504 (0.8414) mem 21941MB +[2025-12-25 06:46:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1390/1573] eta 0:02:21 lr 0.000007 time 0.4284 (0.7719) loss 1361.6016 (1312.2913) grad_norm 294.0563 (218.2845) embed_mse 1360.5093 (1311.2065) mask_bce 0.2378 (0.2434) mask_dice 0.8546 (0.8414) mem 21941MB +[2025-12-25 06:46:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1400/1573] eta 0:02:13 lr 0.000007 time 1.0758 (0.7721) loss 1349.3772 (1312.3342) grad_norm 216.6797 (218.4319) embed_mse 1348.3123 (1311.2495) mask_bce 0.2113 (0.2433) mask_dice 0.8537 (0.8414) mem 21941MB +[2025-12-25 06:46:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1410/1573] eta 0:02:05 lr 0.000007 time 0.4188 (0.7697) loss 1302.2103 (1312.2411) grad_norm 204.9065 (218.3551) embed_mse 1301.1526 (1311.1565) mask_bce 0.2376 (0.2433) mask_dice 0.8202 (0.8413) mem 21941MB +[2025-12-25 06:46:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1420/1573] eta 0:01:57 lr 0.000007 time 0.4238 (0.7691) loss 1335.5197 (1312.3226) grad_norm 250.9561 (218.5393) embed_mse 1334.4469 (1311.2380) mask_bce 0.2365 (0.2432) mask_dice 0.8363 (0.8414) mem 21941MB +[2025-12-25 06:46:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1430/1573] eta 0:01:50 lr 0.000007 time 0.4206 (0.7738) loss 1298.9261 (1312.3393) grad_norm 226.0285 (218.5813) embed_mse 1297.7969 (1311.2547) mask_bce 0.2939 (0.2432) mask_dice 0.8353 (0.8414) mem 21941MB +[2025-12-25 06:47:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1440/1573] eta 0:01:42 lr 0.000007 time 0.4732 (0.7714) loss 1361.3574 (1312.3441) grad_norm 208.2768 (218.4629) embed_mse 1360.2854 (1311.2595) mask_bce 0.2376 (0.2433) mask_dice 0.8344 (0.8414) mem 21941MB +[2025-12-25 06:47:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1450/1573] eta 0:01:34 lr 0.000007 time 0.4233 (0.7691) loss 1320.0194 (1312.2879) grad_norm 188.4527 (218.2971) embed_mse 1318.9319 (1311.2033) mask_bce 0.2450 (0.2433) mask_dice 0.8425 (0.8414) mem 21941MB +[2025-12-25 06:47:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1460/1573] eta 0:01:26 lr 0.000007 time 0.4288 (0.7678) loss 1332.7872 (1312.2634) grad_norm 164.4720 (218.0014) embed_mse 1331.6179 (1311.1788) mask_bce 0.3553 (0.2433) mask_dice 0.8139 (0.8413) mem 21941MB +[2025-12-25 06:47:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1470/1573] eta 0:01:18 lr 0.000007 time 1.3283 (0.7663) loss 1251.2292 (1312.1908) grad_norm 162.4905 (217.6980) embed_mse 1250.1129 (1311.1062) mask_bce 0.2820 (0.2433) mask_dice 0.8344 (0.8414) mem 21941MB +[2025-12-25 06:47:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1480/1573] eta 0:01:11 lr 0.000007 time 0.8005 (0.7671) loss 1343.0895 (1312.0678) grad_norm 203.9891 (217.5244) embed_mse 1342.0009 (1310.9831) mask_bce 0.2512 (0.2433) mask_dice 0.8374 (0.8413) mem 21941MB +[2025-12-25 06:47:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1490/1573] eta 0:01:03 lr 0.000007 time 0.4336 (0.7683) loss 1344.3193 (1311.9887) grad_norm 182.2198 (217.3346) embed_mse 1343.2653 (1310.9041) mask_bce 0.2160 (0.2432) mask_dice 0.8382 (0.8413) mem 21941MB +[2025-12-25 06:47:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1500/1573] eta 0:00:55 lr 0.000007 time 0.4251 (0.7660) loss 1325.3577 (1311.7851) grad_norm 165.4729 (217.0573) embed_mse 1324.2968 (1310.7005) mask_bce 0.2337 (0.2432) mask_dice 0.8272 (0.8413) mem 21941MB +[2025-12-25 06:47:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1510/1573] eta 0:00:48 lr 0.000007 time 3.8174 (0.7675) loss 1391.7308 (1311.8043) grad_norm 256.5504 (217.2673) embed_mse 1390.6294 (1310.7198) mask_bce 0.2739 (0.2432) mask_dice 0.8275 (0.8414) mem 21941MB +[2025-12-25 06:47:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1520/1573] eta 0:00:40 lr 0.000007 time 0.4225 (0.7678) loss 1304.6771 (1311.7605) grad_norm 217.7227 (217.3620) embed_mse 1303.5769 (1310.6760) mask_bce 0.2857 (0.2432) mask_dice 0.8145 (0.8413) mem 21941MB +[2025-12-25 06:48:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1530/1573] eta 0:00:32 lr 0.000007 time 0.4202 (0.7661) loss 1281.7487 (1311.8013) grad_norm 277.4547 (217.6766) embed_mse 1280.6846 (1310.7167) mask_bce 0.2184 (0.2433) mask_dice 0.8457 (0.8413) mem 21941MB +[2025-12-25 06:48:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1540/1573] eta 0:00:25 lr 0.000007 time 0.4250 (0.7686) loss 1304.4059 (1311.8114) grad_norm 195.5395 (217.5613) embed_mse 1303.3384 (1310.7268) mask_bce 0.2363 (0.2433) mask_dice 0.8312 (0.8413) mem 21941MB +[2025-12-25 06:48:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1550/1573] eta 0:00:17 lr 0.000007 time 4.3843 (0.7691) loss 1293.3218 (1311.8988) grad_norm 220.9240 (217.5787) embed_mse 1292.2478 (1310.8142) mask_bce 0.2262 (0.2434) mask_dice 0.8478 (0.8413) mem 21941MB +[2025-12-25 06:48:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1560/1573] eta 0:00:09 lr 0.000007 time 0.4279 (0.7675) loss 1340.1519 (1311.9555) grad_norm 175.8178 (217.1263) embed_mse 1339.0743 (1310.8709) mask_bce 0.2494 (0.2433) mask_dice 0.8281 (0.8413) mem 21941MB +[2025-12-25 06:48:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [22/30][1570/1573] eta 0:00:02 lr 0.000007 time 1.6179 (0.7666) loss 1356.5570 (1311.8168) grad_norm 153.7887 (216.8032) embed_mse 1355.4794 (1310.7322) mask_bce 0.2284 (0.2433) mask_dice 0.8493 (0.8413) mem 21941MB +[2025-12-25 06:48:36 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 22 training takes 0:20:05 +[2025-12-25 06:48:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][0/1573] eta 3:13:42 lr 0.000007 time 7.3889 (7.3889) loss 1334.7433 (1334.7433) grad_norm 0.0000 (0.0000) embed_mse 1333.6600 (1333.6600) mask_bce 0.2498 (0.2498) mask_dice 0.8336 (0.8336) mem 21941MB +[2025-12-25 06:48:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][10/1573] eta 0:27:53 lr 0.000007 time 0.4322 (1.0710) loss 1377.7762 (1317.8597) grad_norm 241.4967 (241.4967) embed_mse 1376.6578 (1316.7735) mask_bce 0.2750 (0.2450) mask_dice 0.8434 (0.8412) mem 21941MB +[2025-12-25 06:48:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][20/1573] eta 0:24:41 lr 0.000007 time 0.4282 (0.9539) loss 1293.4667 (1315.7986) grad_norm 172.3575 (206.9271) embed_mse 1292.4100 (1314.7018) mask_bce 0.2091 (0.2553) mask_dice 0.8476 (0.8416) mem 21941MB +[2025-12-25 06:49:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][30/1573] eta 0:20:20 lr 0.000007 time 0.4217 (0.7913) loss 1272.0918 (1313.1828) grad_norm 195.4471 (203.1004) embed_mse 1271.0101 (1312.0916) mask_bce 0.2601 (0.2506) mask_dice 0.8215 (0.8406) mem 21941MB +[2025-12-25 06:49:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][40/1573] eta 0:20:25 lr 0.000007 time 0.4378 (0.7994) loss 1313.2280 (1310.4761) grad_norm 187.8178 (200.4930) embed_mse 1312.1681 (1309.3888) mask_bce 0.2180 (0.2466) mask_dice 0.8420 (0.8407) mem 21941MB +[2025-12-25 06:49:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][50/1573] eta 0:19:38 lr 0.000007 time 0.4472 (0.7738) loss 1299.0986 (1308.0209) grad_norm 167.7104 (195.0293) embed_mse 1298.0089 (1306.9346) mask_bce 0.2465 (0.2463) mask_dice 0.8433 (0.8400) mem 21941MB +[2025-12-25 06:49:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][60/1573] eta 0:19:56 lr 0.000007 time 0.4291 (0.7911) loss 1337.6544 (1306.9800) grad_norm 194.4862 (194.9517) embed_mse 1336.4686 (1305.8941) mask_bce 0.3391 (0.2451) mask_dice 0.8467 (0.8409) mem 21941MB +[2025-12-25 06:49:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][70/1573] eta 0:18:34 lr 0.000007 time 0.4398 (0.7418) loss 1265.4260 (1307.0560) grad_norm 150.2124 (189.3593) embed_mse 1264.3649 (1305.9725) mask_bce 0.2296 (0.2427) mask_dice 0.8316 (0.8408) mem 21941MB +[2025-12-25 06:49:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][80/1573] eta 0:18:31 lr 0.000007 time 0.4396 (0.7443) loss 1312.7247 (1307.6879) grad_norm 327.4580 (202.0220) embed_mse 1311.6732 (1306.6054) mask_bce 0.1998 (0.2416) mask_dice 0.8516 (0.8410) mem 21941MB +[2025-12-25 06:49:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][90/1573] eta 0:17:33 lr 0.000007 time 0.4294 (0.7102) loss 1301.0676 (1306.0987) grad_norm 225.6128 (204.1666) embed_mse 1299.9722 (1305.0158) mask_bce 0.2665 (0.2423) mask_dice 0.8289 (0.8405) mem 21941MB +[2025-12-25 06:49:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][100/1573] eta 0:17:23 lr 0.000007 time 0.4276 (0.7083) loss 1286.3378 (1306.1591) grad_norm 209.6736 (204.6255) embed_mse 1285.1683 (1305.0755) mask_bce 0.3036 (0.2433) mask_dice 0.8658 (0.8404) mem 21941MB +[2025-12-25 06:49:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][110/1573] eta 0:17:17 lr 0.000007 time 0.4320 (0.7090) loss 1318.2333 (1306.7561) grad_norm 181.7587 (202.8665) embed_mse 1317.1681 (1305.6736) mask_bce 0.2289 (0.2417) mask_dice 0.8363 (0.8408) mem 21941MB +[2025-12-25 06:50:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][120/1573] eta 0:17:43 lr 0.000007 time 0.4609 (0.7316) loss 1329.8395 (1308.2989) grad_norm 203.9945 (211.8561) embed_mse 1328.7430 (1307.2164) mask_bce 0.2436 (0.2418) mask_dice 0.8529 (0.8408) mem 21941MB +[2025-12-25 06:50:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][130/1573] eta 0:17:03 lr 0.000007 time 0.4258 (0.7090) loss 1381.6931 (1308.5889) grad_norm 191.2462 (210.5680) embed_mse 1380.6255 (1307.5060) mask_bce 0.2343 (0.2424) mask_dice 0.8333 (0.8406) mem 21941MB +[2025-12-25 06:50:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][140/1573] eta 0:17:54 lr 0.000007 time 0.4544 (0.7498) loss 1334.7339 (1309.5997) grad_norm 220.8149 (211.1708) embed_mse 1333.5651 (1308.5154) mask_bce 0.3463 (0.2439) mask_dice 0.8225 (0.8404) mem 21941MB +[2025-12-25 06:50:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][150/1573] eta 0:17:43 lr 0.000007 time 0.6763 (0.7475) loss 1333.6583 (1309.7033) grad_norm 212.5775 (211.2489) embed_mse 1332.5865 (1308.6190) mask_bce 0.2370 (0.2434) mask_dice 0.8348 (0.8409) mem 21941MB +[2025-12-25 06:50:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][160/1573] eta 0:17:43 lr 0.000007 time 0.4681 (0.7527) loss 1286.0784 (1309.6967) grad_norm 177.9489 (214.0679) embed_mse 1285.0262 (1308.6123) mask_bce 0.2354 (0.2435) mask_dice 0.8167 (0.8409) mem 21941MB +[2025-12-25 06:50:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][170/1573] eta 0:17:42 lr 0.000007 time 0.4359 (0.7570) loss 1330.1483 (1308.3047) grad_norm 160.0496 (211.4956) embed_mse 1329.0654 (1307.2207) mask_bce 0.2417 (0.2434) mask_dice 0.8412 (0.8407) mem 21941MB +[2025-12-25 06:50:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][180/1573] eta 0:17:32 lr 0.000007 time 0.4356 (0.7559) loss 1295.1696 (1308.6960) grad_norm 194.8493 (210.7389) embed_mse 1294.0609 (1307.6102) mask_bce 0.2875 (0.2454) mask_dice 0.8212 (0.8404) mem 21941MB +[2025-12-25 06:51:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][190/1573] eta 0:17:47 lr 0.000007 time 0.4534 (0.7720) loss 1358.5336 (1308.8795) grad_norm 191.4366 (209.8997) embed_mse 1357.4188 (1307.7938) mask_bce 0.2703 (0.2454) mask_dice 0.8445 (0.8404) mem 21941MB +[2025-12-25 06:51:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][200/1573] eta 0:17:18 lr 0.000007 time 0.4334 (0.7561) loss 1390.9716 (1310.0525) grad_norm 164.1065 (207.4425) embed_mse 1389.9087 (1308.9669) mask_bce 0.2078 (0.2448) mask_dice 0.8549 (0.8409) mem 21941MB +[2025-12-25 06:51:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][210/1573] eta 0:17:00 lr 0.000007 time 1.9381 (0.7490) loss 1301.8038 (1310.0585) grad_norm 268.9295 (209.8074) embed_mse 1300.7228 (1308.9727) mask_bce 0.2595 (0.2453) mask_dice 0.8215 (0.8405) mem 21941MB +[2025-12-25 06:51:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][220/1573] eta 0:16:51 lr 0.000007 time 0.4352 (0.7477) loss 1267.7739 (1309.4687) grad_norm 208.0180 (209.7412) embed_mse 1266.6716 (1308.3835) mask_bce 0.2731 (0.2446) mask_dice 0.8293 (0.8406) mem 21941MB +[2025-12-25 06:51:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][230/1573] eta 0:16:48 lr 0.000007 time 0.4332 (0.7508) loss 1319.7029 (1309.3222) grad_norm 216.1481 (209.9700) embed_mse 1318.6427 (1308.2374) mask_bce 0.2224 (0.2441) mask_dice 0.8378 (0.8407) mem 21941MB +[2025-12-25 06:51:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][240/1573] eta 0:16:42 lr 0.000007 time 0.4324 (0.7521) loss 1277.6055 (1309.5196) grad_norm 149.5587 (206.0411) embed_mse 1276.5117 (1308.4346) mask_bce 0.2813 (0.2445) mask_dice 0.8124 (0.8405) mem 21941MB +[2025-12-25 06:51:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][250/1573] eta 0:16:44 lr 0.000007 time 0.4349 (0.7596) loss 1349.9607 (1309.0465) grad_norm 183.7626 (205.3224) embed_mse 1348.8478 (1307.9612) mask_bce 0.2317 (0.2449) mask_dice 0.8812 (0.8405) mem 21941MB +[2025-12-25 06:52:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][260/1573] eta 0:17:15 lr 0.000007 time 0.4275 (0.7883) loss 1264.1473 (1309.4163) grad_norm 147.2414 (203.5074) embed_mse 1263.0626 (1308.3304) mask_bce 0.2500 (0.2452) mask_dice 0.8348 (0.8407) mem 21941MB +[2025-12-25 06:52:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][270/1573] eta 0:16:59 lr 0.000007 time 0.4296 (0.7825) loss 1310.6630 (1309.9549) grad_norm 254.6473 (205.0571) embed_mse 1309.5760 (1308.8687) mask_bce 0.2532 (0.2456) mask_dice 0.8337 (0.8406) mem 21941MB +[2025-12-25 06:52:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][280/1573] eta 0:16:37 lr 0.000007 time 0.4393 (0.7713) loss 1298.1195 (1310.5539) grad_norm 332.0048 (207.7629) embed_mse 1297.0574 (1309.4679) mask_bce 0.2336 (0.2452) mask_dice 0.8285 (0.8408) mem 21941MB +[2025-12-25 06:52:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][290/1573] eta 0:16:51 lr 0.000007 time 0.4390 (0.7880) loss 1297.7712 (1309.9767) grad_norm 314.4616 (210.7267) embed_mse 1296.7167 (1308.8907) mask_bce 0.2106 (0.2453) mask_dice 0.8440 (0.8407) mem 21941MB +[2025-12-25 06:52:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][300/1573] eta 0:16:41 lr 0.000007 time 0.4438 (0.7870) loss 1337.3530 (1310.2862) grad_norm 212.6101 (210.7776) embed_mse 1336.2823 (1309.2002) mask_bce 0.2353 (0.2453) mask_dice 0.8354 (0.8407) mem 21941MB +[2025-12-25 06:52:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][310/1573] eta 0:16:38 lr 0.000007 time 0.4218 (0.7903) loss 1315.5354 (1310.9192) grad_norm 260.5797 (212.0882) embed_mse 1314.4686 (1309.8334) mask_bce 0.2095 (0.2451) mask_dice 0.8574 (0.8407) mem 21941MB +[2025-12-25 06:52:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][320/1573] eta 0:16:30 lr 0.000007 time 0.4297 (0.7903) loss 1319.0895 (1310.6435) grad_norm 184.0896 (210.7565) embed_mse 1317.9832 (1309.5578) mask_bce 0.2869 (0.2453) mask_dice 0.8195 (0.8404) mem 21941MB +[2025-12-25 06:52:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][330/1573] eta 0:16:17 lr 0.000007 time 0.4341 (0.7860) loss 1282.2721 (1310.4626) grad_norm 161.0508 (209.5442) embed_mse 1281.1948 (1309.3767) mask_bce 0.2235 (0.2455) mask_dice 0.8538 (0.8403) mem 21941MB +[2025-12-25 06:53:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][340/1573] eta 0:16:02 lr 0.000007 time 0.4455 (0.7806) loss 1330.4044 (1309.5900) grad_norm 180.5178 (208.8531) embed_mse 1329.3263 (1308.5042) mask_bce 0.2202 (0.2454) mask_dice 0.8579 (0.8403) mem 21941MB +[2025-12-25 06:53:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][350/1573] eta 0:15:46 lr 0.000007 time 0.4433 (0.7741) loss 1314.2830 (1309.1542) grad_norm 188.2822 (208.3747) embed_mse 1313.2213 (1308.0685) mask_bce 0.2160 (0.2453) mask_dice 0.8457 (0.8405) mem 21941MB +[2025-12-25 06:53:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][360/1573] eta 0:15:45 lr 0.000007 time 1.8728 (0.7792) loss 1280.6775 (1308.9666) grad_norm 145.4648 (206.0262) embed_mse 1279.6062 (1307.8809) mask_bce 0.2309 (0.2451) mask_dice 0.8403 (0.8405) mem 21941MB +[2025-12-25 06:53:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][370/1573] eta 0:15:34 lr 0.000007 time 2.2830 (0.7770) loss 1333.8264 (1308.9123) grad_norm 156.6379 (204.9525) embed_mse 1332.7406 (1307.8266) mask_bce 0.2573 (0.2452) mask_dice 0.8286 (0.8405) mem 21941MB +[2025-12-25 06:53:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][380/1573] eta 0:15:19 lr 0.000007 time 0.4369 (0.7708) loss 1255.8083 (1308.2079) grad_norm 165.9053 (204.1217) embed_mse 1254.7229 (1307.1223) mask_bce 0.2572 (0.2450) mask_dice 0.8283 (0.8406) mem 21941MB +[2025-12-25 06:53:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][390/1573] eta 0:15:13 lr 0.000007 time 1.6534 (0.7723) loss 1300.5476 (1308.4598) grad_norm 213.4826 (204.3167) embed_mse 1299.4908 (1307.3745) mask_bce 0.1965 (0.2446) mask_dice 0.8602 (0.8407) mem 21941MB +[2025-12-25 06:53:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][400/1573] eta 0:14:59 lr 0.000007 time 0.4369 (0.7669) loss 1304.7906 (1308.6949) grad_norm 179.7638 (203.0172) embed_mse 1303.7052 (1307.6098) mask_bce 0.2356 (0.2442) mask_dice 0.8498 (0.8408) mem 21941MB +[2025-12-25 06:53:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][410/1573] eta 0:14:44 lr 0.000007 time 0.4385 (0.7610) loss 1298.3063 (1308.7003) grad_norm 154.3041 (202.0620) embed_mse 1297.2169 (1307.6153) mask_bce 0.2518 (0.2442) mask_dice 0.8375 (0.8408) mem 21941MB +[2025-12-25 06:53:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][420/1573] eta 0:14:38 lr 0.000007 time 0.4315 (0.7618) loss 1327.5718 (1308.6455) grad_norm 184.5422 (201.7251) embed_mse 1326.5033 (1307.5604) mask_bce 0.2139 (0.2441) mask_dice 0.8546 (0.8409) mem 21941MB +[2025-12-25 06:54:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][430/1573] eta 0:14:23 lr 0.000007 time 0.4289 (0.7557) loss 1293.7327 (1308.8434) grad_norm 299.0158 (203.5608) embed_mse 1292.6498 (1307.7583) mask_bce 0.2403 (0.2443) mask_dice 0.8427 (0.8408) mem 21941MB +[2025-12-25 06:54:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][440/1573] eta 0:14:13 lr 0.000007 time 0.4395 (0.7530) loss 1325.3882 (1308.7000) grad_norm 133.2603 (203.6220) embed_mse 1324.3140 (1307.6147) mask_bce 0.2165 (0.2445) mask_dice 0.8578 (0.8408) mem 21941MB +[2025-12-25 06:54:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][450/1573] eta 0:14:18 lr 0.000007 time 0.4277 (0.7646) loss 1309.4736 (1308.4324) grad_norm 254.1874 (204.5249) embed_mse 1308.3489 (1307.3471) mask_bce 0.3062 (0.2444) mask_dice 0.8186 (0.8409) mem 21941MB +[2025-12-25 06:54:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][460/1573] eta 0:14:11 lr 0.000007 time 3.8119 (0.7648) loss 1358.5867 (1308.3501) grad_norm 165.1488 (203.8341) embed_mse 1357.5051 (1307.2649) mask_bce 0.2368 (0.2442) mask_dice 0.8447 (0.8411) mem 21941MB +[2025-12-25 06:54:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][470/1573] eta 0:13:59 lr 0.000007 time 0.4317 (0.7611) loss 1330.3342 (1308.5721) grad_norm 167.9618 (203.2156) embed_mse 1329.2719 (1307.4871) mask_bce 0.2158 (0.2440) mask_dice 0.8465 (0.8410) mem 21941MB +[2025-12-25 06:54:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][480/1573] eta 0:13:50 lr 0.000007 time 0.8361 (0.7602) loss 1321.8191 (1308.7387) grad_norm 202.8245 (203.0604) embed_mse 1320.7396 (1307.6537) mask_bce 0.2400 (0.2440) mask_dice 0.8395 (0.8409) mem 21941MB +[2025-12-25 06:54:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][490/1573] eta 0:13:49 lr 0.000007 time 0.4539 (0.7658) loss 1258.5878 (1308.9308) grad_norm 237.4914 (203.6248) embed_mse 1257.4878 (1307.8460) mask_bce 0.2687 (0.2439) mask_dice 0.8313 (0.8409) mem 21941MB +[2025-12-25 06:54:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][500/1573] eta 0:13:40 lr 0.000007 time 0.4478 (0.7646) loss 1260.2286 (1308.6825) grad_norm 229.0012 (204.0341) embed_mse 1259.1746 (1307.5979) mask_bce 0.2062 (0.2437) mask_dice 0.8479 (0.8409) mem 21941MB +[2025-12-25 06:55:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][510/1573] eta 0:13:25 lr 0.000007 time 0.4258 (0.7582) loss 1315.8138 (1308.9099) grad_norm 202.2787 (204.0063) embed_mse 1314.7513 (1307.8256) mask_bce 0.1872 (0.2433) mask_dice 0.8753 (0.8411) mem 21941MB +[2025-12-25 06:55:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][520/1573] eta 0:13:26 lr 0.000007 time 0.4290 (0.7657) loss 1276.8508 (1309.3453) grad_norm 183.3835 (203.8790) embed_mse 1275.7290 (1308.2607) mask_bce 0.3039 (0.2434) mask_dice 0.8179 (0.8411) mem 21941MB +[2025-12-25 06:55:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][530/1573] eta 0:13:23 lr 0.000007 time 0.4258 (0.7707) loss 1307.3877 (1309.2987) grad_norm 170.2202 (203.3691) embed_mse 1306.2812 (1308.2142) mask_bce 0.2716 (0.2433) mask_dice 0.8348 (0.8412) mem 21941MB +[2025-12-25 06:55:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][540/1573] eta 0:13:24 lr 0.000007 time 0.4254 (0.7790) loss 1353.5061 (1309.4577) grad_norm 210.0262 (203.4684) embed_mse 1352.4191 (1308.3733) mask_bce 0.2659 (0.2432) mask_dice 0.8211 (0.8412) mem 21941MB +[2025-12-25 06:55:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][550/1573] eta 0:13:13 lr 0.000007 time 0.4379 (0.7752) loss 1311.1725 (1309.5306) grad_norm 244.0395 (204.0650) embed_mse 1310.1067 (1308.4464) mask_bce 0.2040 (0.2432) mask_dice 0.8618 (0.8410) mem 21941MB +[2025-12-25 06:55:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][560/1573] eta 0:12:59 lr 0.000007 time 0.4267 (0.7697) loss 1303.8643 (1309.4077) grad_norm 181.3241 (203.6819) embed_mse 1302.7511 (1308.3235) mask_bce 0.2663 (0.2432) mask_dice 0.8467 (0.8410) mem 21941MB +[2025-12-25 06:55:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][570/1573] eta 0:12:55 lr 0.000007 time 0.9872 (0.7729) loss 1351.4332 (1309.4910) grad_norm 219.3021 (203.9019) embed_mse 1350.3538 (1308.4067) mask_bce 0.2271 (0.2432) mask_dice 0.8523 (0.8410) mem 21941MB +[2025-12-25 06:56:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][580/1573] eta 0:12:42 lr 0.000007 time 0.4292 (0.7679) loss 1279.3461 (1309.4556) grad_norm 189.2447 (203.6983) embed_mse 1278.2664 (1308.3713) mask_bce 0.2079 (0.2431) mask_dice 0.8719 (0.8412) mem 21941MB +[2025-12-25 06:56:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][590/1573] eta 0:12:35 lr 0.000007 time 0.4366 (0.7687) loss 1273.9590 (1309.2592) grad_norm 148.5972 (202.9435) embed_mse 1272.8553 (1308.1750) mask_bce 0.2759 (0.2430) mask_dice 0.8277 (0.8411) mem 21941MB +[2025-12-25 06:56:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][600/1573] eta 0:12:34 lr 0.000007 time 0.4252 (0.7751) loss 1377.5948 (1309.4292) grad_norm 187.2819 (202.4247) embed_mse 1376.4753 (1308.3452) mask_bce 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06:57:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][640/1573] eta 0:12:17 lr 0.000006 time 1.9866 (0.7907) loss 1317.1770 (1310.1357) grad_norm 308.3787 (207.5291) embed_mse 1316.1140 (1309.0514) mask_bce 0.2167 (0.2432) mask_dice 0.8463 (0.8410) mem 21941MB +[2025-12-25 06:57:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][650/1573] eta 0:12:12 lr 0.000006 time 0.4316 (0.7933) loss 1256.2061 (1310.0169) grad_norm 366.1177 (209.4870) embed_mse 1255.1085 (1308.9326) mask_bce 0.2598 (0.2433) mask_dice 0.8377 (0.8410) mem 21941MB +[2025-12-25 06:57:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][660/1573] eta 0:12:05 lr 0.000006 time 0.4763 (0.7947) loss 1350.4539 (1310.1928) grad_norm 302.2451 (210.6181) embed_mse 1349.3939 (1309.1086) mask_bce 0.2270 (0.2434) mask_dice 0.8330 (0.8409) mem 21941MB +[2025-12-25 06:57:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][670/1573] eta 0:12:04 lr 0.000006 time 0.4257 (0.8029) loss 1305.3865 (1310.2981) grad_norm 304.4608 (211.7488) embed_mse 1304.3143 (1309.2139) mask_bce 0.2435 (0.2433) mask_dice 0.8286 (0.8408) mem 21941MB +[2025-12-25 06:57:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][680/1573] eta 0:11:57 lr 0.000006 time 0.4510 (0.8033) loss 1363.1422 (1310.2676) grad_norm 380.8666 (213.6856) embed_mse 1362.0662 (1309.1831) mask_bce 0.2560 (0.2437) mask_dice 0.8201 (0.8407) mem 21941MB +[2025-12-25 06:57:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][690/1573] eta 0:11:51 lr 0.000006 time 0.4244 (0.8061) loss 1290.4567 (1310.4413) grad_norm 251.6666 (214.1272) embed_mse 1289.3843 (1309.3567) mask_bce 0.2062 (0.2438) mask_dice 0.8663 (0.8408) mem 21941MB +[2025-12-25 06:58:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][700/1573] eta 0:12:00 lr 0.000006 time 0.4407 (0.8256) loss 1184.5061 (1310.5825) grad_norm 202.1818 (213.9899) embed_mse 1183.4075 (1309.4979) mask_bce 0.2841 (0.2439) mask_dice 0.8144 (0.8407) mem 21941MB +[2025-12-25 06:58:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][710/1573] eta 0:11:48 lr 0.000006 time 0.4475 (0.8210) loss 1283.2468 (1310.6435) grad_norm 193.0172 (213.7516) embed_mse 1282.1969 (1309.5589) mask_bce 0.2360 (0.2439) mask_dice 0.8140 (0.8407) mem 21941MB +[2025-12-25 06:58:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][720/1573] eta 0:11:43 lr 0.000006 time 0.4299 (0.8243) loss 1339.1228 (1310.8433) grad_norm 188.4926 (213.8262) embed_mse 1338.0153 (1309.7587) mask_bce 0.2713 (0.2440) mask_dice 0.8363 (0.8407) mem 21941MB +[2025-12-25 06:58:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][730/1573] eta 0:11:30 lr 0.000006 time 0.4502 (0.8190) loss 1354.7003 (1310.7772) grad_norm 171.1125 (213.3569) embed_mse 1353.6016 (1309.6926) mask_bce 0.2732 (0.2440) mask_dice 0.8255 (0.8407) mem 21941MB +[2025-12-25 06:58:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][740/1573] eta 0:11:27 lr 0.000006 time 1.7755 (0.8249) loss 1287.7719 (1310.5871) grad_norm 249.8507 (213.7536) embed_mse 1286.6967 (1309.5023) mask_bce 0.1999 (0.2441) mask_dice 0.8753 (0.8407) mem 21941MB +[2025-12-25 06:58:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][750/1573] eta 0:11:14 lr 0.000006 time 0.4309 (0.8201) loss 1235.4194 (1310.4047) grad_norm 256.2625 (214.2106) embed_mse 1234.3356 (1309.3198) mask_bce 0.2390 (0.2441) mask_dice 0.8448 (0.8407) mem 21941MB +[2025-12-25 06:59:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][760/1573] eta 0:11:16 lr 0.000006 time 0.4294 (0.8320) loss 1271.3000 (1310.6115) grad_norm 169.1505 (214.9581) embed_mse 1270.2303 (1309.5266) mask_bce 0.2451 (0.2442) mask_dice 0.8246 (0.8407) mem 21941MB +[2025-12-25 06:59:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][770/1573] eta 0:11:04 lr 0.000006 time 0.4317 (0.8269) loss 1298.3586 (1310.6351) grad_norm 199.8564 (214.8007) embed_mse 1297.2653 (1309.5502) mask_bce 0.2310 (0.2443) mask_dice 0.8624 (0.8407) mem 21941MB +[2025-12-25 06:59:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][780/1573] eta 0:10:56 lr 0.000006 time 2.1292 (0.8284) loss 1321.2805 (1310.5227) grad_norm 178.9846 (214.4315) embed_mse 1320.2135 (1309.4381) mask_bce 0.2249 (0.2440) mask_dice 0.8421 (0.8406) mem 21941MB +[2025-12-25 06:59:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][790/1573] eta 0:10:46 lr 0.000006 time 0.4558 (0.8254) loss 1298.1165 (1310.6487) grad_norm 175.1483 (214.0306) embed_mse 1297.0342 (1309.5640) mask_bce 0.2282 (0.2441) mask_dice 0.8541 (0.8406) mem 21941MB +[2025-12-25 06:59:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][800/1573] eta 0:10:42 lr 0.000006 time 6.6383 (0.8314) loss 1295.3285 (1310.6049) grad_norm 214.8751 (213.7940) embed_mse 1294.2438 (1309.5203) mask_bce 0.2394 (0.2439) mask_dice 0.8453 (0.8407) mem 21941MB +[2025-12-25 06:59:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][810/1573] eta 0:10:30 lr 0.000006 time 0.4312 (0.8266) loss 1279.9274 (1310.6538) grad_norm 261.5691 (214.2670) embed_mse 1278.8441 (1309.5691) mask_bce 0.2444 (0.2441) mask_dice 0.8388 (0.8406) mem 21941MB +[2025-12-25 06:59:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][820/1573] eta 0:10:18 lr 0.000006 time 0.4290 (0.8218) loss 1309.6678 (1310.7913) grad_norm 170.2198 (213.8352) embed_mse 1308.6097 (1309.7064) mask_bce 0.1799 (0.2444) mask_dice 0.8782 (0.8405) mem 21941MB +[2025-12-25 07:00:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][830/1573] eta 0:10:14 lr 0.000006 time 0.4356 (0.8269) loss 1339.7328 (1310.9129) grad_norm 200.7274 (213.7079) embed_mse 1338.6873 (1309.8281) mask_bce 0.2209 (0.2442) mask_dice 0.8247 (0.8406) mem 21941MB +[2025-12-25 07:00:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][840/1573] eta 0:10:02 lr 0.000006 time 0.4710 (0.8224) loss 1328.1699 (1310.9142) grad_norm 159.5471 (212.7245) embed_mse 1327.0861 (1309.8293) mask_bce 0.2442 (0.2443) mask_dice 0.8395 (0.8406) mem 21941MB +[2025-12-25 07:00:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][850/1573] eta 0:09:55 lr 0.000006 time 3.9278 (0.8238) loss 1345.1942 (1310.9313) grad_norm 212.6119 (212.7234) embed_mse 1344.0676 (1309.8464) mask_bce 0.2984 (0.2443) mask_dice 0.8281 (0.8406) mem 21941MB +[2025-12-25 07:00:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][860/1573] eta 0:09:47 lr 0.000006 time 0.4435 (0.8246) loss 1268.4272 (1310.9559) grad_norm 169.3491 (212.3180) embed_mse 1267.3495 (1309.8709) mask_bce 0.2533 (0.2445) mask_dice 0.8244 (0.8406) mem 21941MB +[2025-12-25 07:00:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][870/1573] eta 0:09:39 lr 0.000006 time 0.4300 (0.8238) loss 1299.9977 (1310.9695) grad_norm 182.7902 (212.0446) embed_mse 1298.9468 (1309.8845) mask_bce 0.1951 (0.2444) mask_dice 0.8557 (0.8405) mem 21941MB +[2025-12-25 07:00:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][880/1573] eta 0:09:31 lr 0.000006 time 0.4254 (0.8245) loss 1321.6426 (1311.0038) grad_norm 204.0676 (211.8533) embed_mse 1320.5220 (1309.9190) mask_bce 0.2404 (0.2442) mask_dice 0.8801 (0.8406) mem 21941MB +[2025-12-25 07:00:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][890/1573] eta 0:09:22 lr 0.000006 time 1.5445 (0.8232) loss 1300.7391 (1310.9722) grad_norm 152.8992 (211.3222) embed_mse 1299.6636 (1309.8873) mask_bce 0.2214 (0.2442) mask_dice 0.8542 (0.8406) mem 21941MB +[2025-12-25 07:00:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][900/1573] eta 0:09:12 lr 0.000006 time 0.4631 (0.8216) loss 1374.5565 (1310.9466) grad_norm 225.9672 (211.4530) embed_mse 1373.4674 (1309.8618) mask_bce 0.2181 (0.2442) mask_dice 0.8710 (0.8406) mem 21941MB +[2025-12-25 07:01:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][910/1573] eta 0:09:02 lr 0.000006 time 0.4325 (0.8184) loss 1281.2869 (1310.9277) grad_norm 206.2089 (211.4066) embed_mse 1280.1663 (1309.8428) mask_bce 0.2858 (0.2442) mask_dice 0.8349 (0.8407) mem 21941MB +[2025-12-25 07:01:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][920/1573] eta 0:08:58 lr 0.000006 time 3.9174 (0.8247) loss 1303.1357 (1310.8389) grad_norm 191.7730 (211.0855) embed_mse 1302.0333 (1309.7539) mask_bce 0.2686 (0.2444) mask_dice 0.8338 (0.8406) mem 21941MB +[2025-12-25 07:01:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][930/1573] eta 0:08:48 lr 0.000006 time 0.4377 (0.8216) loss 1312.3365 (1310.8943) grad_norm 143.6281 (210.5040) embed_mse 1311.2418 (1309.8094) mask_bce 0.2527 (0.2444) mask_dice 0.8420 (0.8406) mem 21941MB +[2025-12-25 07:01:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][940/1573] eta 0:08:42 lr 0.000006 time 0.4265 (0.8248) loss 1249.3307 (1310.9258) grad_norm 188.2462 (210.3138) embed_mse 1248.2513 (1309.8408) mask_bce 0.2507 (0.2444) mask_dice 0.8286 (0.8405) mem 21941MB +[2025-12-25 07:01:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][950/1573] eta 0:08:33 lr 0.000006 time 0.4353 (0.8249) loss 1313.0985 (1310.8326) grad_norm 177.3084 (210.0340) embed_mse 1312.0187 (1309.7475) mask_bce 0.2291 (0.2445) mask_dice 0.8507 (0.8406) mem 21941MB +[2025-12-25 07:01:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][960/1573] eta 0:08:25 lr 0.000006 time 0.4350 (0.8243) loss 1291.4841 (1311.0190) grad_norm 229.9784 (210.3458) embed_mse 1290.4181 (1309.9339) mask_bce 0.2059 (0.2445) mask_dice 0.8602 (0.8406) mem 21941MB +[2025-12-25 07:01:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][970/1573] eta 0:08:17 lr 0.000006 time 0.4344 (0.8248) loss 1338.0547 (1311.0175) grad_norm 153.0995 (209.8727) embed_mse 1337.0018 (1309.9326) mask_bce 0.1914 (0.2443) mask_dice 0.8615 (0.8406) mem 21941MB +[2025-12-25 07:02:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][980/1573] eta 0:08:08 lr 0.000006 time 0.4396 (0.8240) loss 1259.9658 (1311.0863) grad_norm 169.9480 (209.5454) embed_mse 1258.8894 (1310.0015) mask_bce 0.2410 (0.2442) mask_dice 0.8355 (0.8407) mem 21941MB +[2025-12-25 07:02:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][990/1573] eta 0:07:59 lr 0.000006 time 0.4204 (0.8225) loss 1324.2184 (1310.9155) grad_norm 248.7843 (209.8644) embed_mse 1323.1237 (1309.8309) mask_bce 0.2209 (0.2439) mask_dice 0.8740 (0.8407) mem 21941MB +[2025-12-25 07:02:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1000/1573] eta 0:07:52 lr 0.000006 time 4.8875 (0.8244) loss 1276.6897 (1311.0225) grad_norm 160.9157 (208.9382) embed_mse 1275.6252 (1309.9378) mask_bce 0.2282 (0.2440) mask_dice 0.8363 (0.8407) mem 21941MB +[2025-12-25 07:02:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1010/1573] eta 0:07:45 lr 0.000006 time 0.4276 (0.8260) loss 1328.1696 (1310.9318) grad_norm 214.5002 (208.9823) embed_mse 1327.0797 (1309.8471) mask_bce 0.2712 (0.2441) mask_dice 0.8186 (0.8406) mem 21941MB +[2025-12-25 07:02:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1020/1573] eta 0:07:34 lr 0.000006 time 0.7650 (0.8224) loss 1300.3253 (1310.7873) grad_norm 254.9678 (209.3444) embed_mse 1299.2614 (1309.7027) mask_bce 0.2176 (0.2440) mask_dice 0.8463 (0.8406) mem 21941MB +[2025-12-25 07:02:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1030/1573] eta 0:07:28 lr 0.000006 time 0.4256 (0.8266) loss 1282.4653 (1310.5034) grad_norm 155.0569 (208.9203) embed_mse 1281.4281 (1309.4187) mask_bce 0.2014 (0.2441) mask_dice 0.8360 (0.8406) mem 21941MB +[2025-12-25 07:02:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1040/1573] eta 0:07:19 lr 0.000006 time 0.4174 (0.8240) loss 1269.5367 (1310.4272) grad_norm 166.4655 (208.0371) embed_mse 1268.4768 (1309.3426) mask_bce 0.1999 (0.2440) mask_dice 0.8600 (0.8406) mem 21941MB +[2025-12-25 07:03:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1050/1573] eta 0:07:10 lr 0.000006 time 0.4343 (0.8233) loss 1358.8130 (1310.5433) grad_norm 236.5330 (208.2547) embed_mse 1357.7595 (1309.4587) mask_bce 0.2158 (0.2441) mask_dice 0.8376 (0.8406) mem 21941MB +[2025-12-25 07:03:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1060/1573] eta 0:07:03 lr 0.000006 time 0.4296 (0.8253) loss 1314.6520 (1310.6432) grad_norm 195.6853 (208.1594) embed_mse 1313.5731 (1309.5584) mask_bce 0.2609 (0.2442) mask_dice 0.8180 (0.8406) mem 21941MB +[2025-12-25 07:03:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1070/1573] eta 0:06:53 lr 0.000006 time 0.4409 (0.8221) loss 1257.4708 (1310.6929) grad_norm 331.0102 (209.0831) embed_mse 1256.4132 (1309.6081) mask_bce 0.2290 (0.2441) mask_dice 0.8286 (0.8406) mem 21941MB +[2025-12-25 07:03:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1080/1573] eta 0:06:48 lr 0.000006 time 0.9279 (0.8296) loss 1247.3594 (1310.6451) grad_norm 171.3510 (208.3447) embed_mse 1246.2980 (1309.5603) mask_bce 0.2182 (0.2441) mask_dice 0.8431 (0.8406) mem 21941MB +[2025-12-25 07:03:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1090/1573] eta 0:06:41 lr 0.000006 time 0.4247 (0.8313) loss 1349.2744 (1310.8245) grad_norm 254.2567 (208.6823) embed_mse 1348.2120 (1309.7397) mask_bce 0.1894 (0.2442) mask_dice 0.8729 (0.8407) mem 21941MB +[2025-12-25 07:03:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1100/1573] eta 0:06:33 lr 0.000006 time 0.4254 (0.8318) loss 1329.3149 (1310.6497) grad_norm 183.0466 (208.4952) embed_mse 1328.2531 (1309.5649) mask_bce 0.2380 (0.2440) mask_dice 0.8238 (0.8407) mem 21941MB +[2025-12-25 07:04:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1110/1573] eta 0:06:25 lr 0.000006 time 0.4232 (0.8334) loss 1280.0161 (1310.6030) grad_norm 181.4947 (208.2995) embed_mse 1278.9392 (1309.5182) mask_bce 0.2316 (0.2441) mask_dice 0.8453 (0.8407) mem 21941MB +[2025-12-25 07:04:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1120/1573] eta 0:06:15 lr 0.000006 time 0.4280 (0.8299) loss 1305.8192 (1310.5653) grad_norm 223.9911 (208.1698) embed_mse 1304.7103 (1309.4804) mask_bce 0.2769 (0.2442) mask_dice 0.8319 (0.8407) mem 21941MB +[2025-12-25 07:04:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1130/1573] eta 0:06:08 lr 0.000006 time 0.4516 (0.8308) loss 1305.8354 (1310.3985) grad_norm 191.8855 (208.0543) embed_mse 1304.7537 (1309.3137) mask_bce 0.2342 (0.2441) mask_dice 0.8475 (0.8407) mem 21941MB +[2025-12-25 07:04:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1140/1573] eta 0:05:59 lr 0.000006 time 0.4224 (0.8302) loss 1328.7684 (1310.3944) grad_norm 198.4994 (207.9870) embed_mse 1327.6968 (1309.3096) mask_bce 0.1982 (0.2440) mask_dice 0.8734 (0.8407) mem 21941MB +[2025-12-25 07:04:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1150/1573] eta 0:05:50 lr 0.000006 time 0.4212 (0.8280) loss 1286.6683 (1310.2694) grad_norm 243.3380 (208.2343) embed_mse 1285.6102 (1309.1847) mask_bce 0.2198 (0.2440) mask_dice 0.8383 (0.8407) mem 21941MB +[2025-12-25 07:04:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1160/1573] eta 0:05:42 lr 0.000006 time 0.4256 (0.8287) loss 1337.9277 (1310.3782) grad_norm 323.4637 (208.9411) embed_mse 1336.8448 (1309.2935) mask_bce 0.2353 (0.2440) mask_dice 0.8477 (0.8407) mem 21941MB +[2025-12-25 07:04:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1170/1573] eta 0:05:34 lr 0.000006 time 0.4533 (0.8305) loss 1295.8042 (1310.5092) grad_norm 168.8715 (208.6667) embed_mse 1294.7188 (1309.4244) mask_bce 0.2233 (0.2441) mask_dice 0.8621 (0.8407) mem 21941MB +[2025-12-25 07:04:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1180/1573] eta 0:05:25 lr 0.000006 time 0.4213 (0.8271) loss 1299.8185 (1310.4052) grad_norm 175.4419 (208.4406) embed_mse 1298.7622 (1309.3206) mask_bce 0.1744 (0.2440) mask_dice 0.8820 (0.8407) mem 21941MB +[2025-12-25 07:05:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1190/1573] eta 0:05:16 lr 0.000006 time 0.4274 (0.8263) loss 1326.9723 (1310.4210) grad_norm 171.3785 (208.1902) embed_mse 1325.8881 (1309.3364) mask_bce 0.2596 (0.2439) mask_dice 0.8248 (0.8407) mem 21941MB +[2025-12-25 07:05:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1200/1573] eta 0:05:09 lr 0.000006 time 2.9347 (0.8303) loss 1379.0968 (1310.3955) grad_norm 235.1275 (208.4306) embed_mse 1378.0421 (1309.3109) mask_bce 0.2007 (0.2439) mask_dice 0.8539 (0.8407) mem 21941MB +[2025-12-25 07:05:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1210/1573] eta 0:05:01 lr 0.000006 time 0.4712 (0.8294) loss 1314.9243 (1310.4614) grad_norm 303.2948 (209.0588) embed_mse 1313.8530 (1309.3767) mask_bce 0.2359 (0.2440) mask_dice 0.8354 (0.8406) mem 21941MB +[2025-12-25 07:05:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1220/1573] eta 0:04:52 lr 0.000006 time 0.4382 (0.8296) loss 1363.7393 (1310.5878) grad_norm 233.5431 (209.2199) embed_mse 1362.6876 (1309.5032) mask_bce 0.2063 (0.2440) mask_dice 0.8453 (0.8406) mem 21941MB +[2025-12-25 07:05:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1230/1573] eta 0:04:45 lr 0.000006 time 0.4279 (0.8326) loss 1255.3019 (1310.5024) grad_norm 176.8608 (209.0084) embed_mse 1254.2335 (1309.4178) mask_bce 0.2280 (0.2439) mask_dice 0.8403 (0.8406) mem 21941MB +[2025-12-25 07:05:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1240/1573] eta 0:04:38 lr 0.000006 time 8.7732 (0.8361) loss 1357.1362 (1310.7301) grad_norm 217.0539 (208.8553) embed_mse 1356.0507 (1309.6455) mask_bce 0.2412 (0.2440) mask_dice 0.8444 (0.8407) mem 21941MB +[2025-12-25 07:05:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1250/1573] eta 0:04:29 lr 0.000006 time 0.4259 (0.8329) loss 1341.9542 (1310.7491) grad_norm 332.4378 (209.6476) embed_mse 1340.8993 (1309.6645) mask_bce 0.2145 (0.2439) mask_dice 0.8404 (0.8406) mem 21941MB +[2025-12-25 07:06:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1260/1573] eta 0:04:19 lr 0.000006 time 0.4245 (0.8297) loss 1308.2227 (1310.7605) grad_norm 336.4630 (210.4553) embed_mse 1307.1617 (1309.6760) mask_bce 0.2137 (0.2438) mask_dice 0.8472 (0.8407) mem 21941MB +[2025-12-25 07:06:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1270/1573] eta 0:04:12 lr 0.000006 time 0.4240 (0.8326) loss 1201.1810 (1310.7792) grad_norm 212.0721 (210.4655) embed_mse 1200.1066 (1309.6947) mask_bce 0.2549 (0.2438) mask_dice 0.8196 (0.8407) mem 21941MB +[2025-12-25 07:06:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1280/1573] eta 0:04:03 lr 0.000006 time 0.4163 (0.8302) loss 1319.5840 (1310.8004) grad_norm 201.1466 (210.4987) embed_mse 1318.5037 (1309.7160) mask_bce 0.2329 (0.2436) mask_dice 0.8474 (0.8408) mem 21941MB +[2025-12-25 07:06:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1290/1573] eta 0:03:56 lr 0.000006 time 0.4218 (0.8366) loss 1317.3181 (1310.6750) grad_norm 158.4783 (210.1756) embed_mse 1316.2477 (1309.5906) mask_bce 0.2264 (0.2436) mask_dice 0.8441 (0.8408) mem 21941MB +[2025-12-25 07:06:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1300/1573] eta 0:03:48 lr 0.000006 time 0.4230 (0.8378) loss 1391.7577 (1310.6008) grad_norm 228.1690 (210.2867) embed_mse 1390.6593 (1309.5164) mask_bce 0.2564 (0.2435) mask_dice 0.8419 (0.8409) mem 21941MB +[2025-12-25 07:06:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1310/1573] eta 0:03:40 lr 0.000006 time 0.4261 (0.8368) loss 1328.5923 (1310.6703) grad_norm 165.3933 (210.0112) embed_mse 1327.5183 (1309.5859) mask_bce 0.2295 (0.2435) mask_dice 0.8445 (0.8409) mem 21941MB +[2025-12-25 07:07:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1320/1573] eta 0:03:31 lr 0.000006 time 0.4178 (0.8374) loss 1367.7916 (1310.8076) grad_norm 198.0181 (210.3951) embed_mse 1366.7277 (1309.7231) mask_bce 0.2262 (0.2436) mask_dice 0.8377 (0.8409) mem 21941MB +[2025-12-25 07:07:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1330/1573] eta 0:03:23 lr 0.000006 time 0.4428 (0.8386) loss 1339.3676 (1310.7882) grad_norm 165.9649 (210.1275) embed_mse 1338.2761 (1309.7038) mask_bce 0.2574 (0.2436) mask_dice 0.8339 (0.8408) mem 21941MB +[2025-12-25 07:07:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1340/1573] eta 0:03:15 lr 0.000006 time 0.4562 (0.8383) loss 1341.8591 (1310.8204) grad_norm 373.2611 (211.1044) embed_mse 1340.7732 (1309.7360) mask_bce 0.2542 (0.2435) mask_dice 0.8318 (0.8408) mem 21941MB +[2025-12-25 07:07:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1350/1573] eta 0:03:07 lr 0.000006 time 0.4242 (0.8418) loss 1312.1096 (1310.8577) grad_norm 191.8899 (210.9900) embed_mse 1310.9989 (1309.7733) mask_bce 0.2832 (0.2436) mask_dice 0.8275 (0.8408) mem 21941MB +[2025-12-25 07:07:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1360/1573] eta 0:02:59 lr 0.000006 time 0.4237 (0.8409) loss 1327.9766 (1310.7286) grad_norm 217.2701 (211.2319) embed_mse 1326.8978 (1309.6442) mask_bce 0.2602 (0.2437) mask_dice 0.8185 (0.8408) mem 21941MB +[2025-12-25 07:07:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1370/1573] eta 0:02:50 lr 0.000006 time 0.4234 (0.8417) loss 1261.5825 (1310.6882) grad_norm 161.3748 (210.9403) embed_mse 1260.5298 (1309.6039) mask_bce 0.1827 (0.2436) mask_dice 0.8699 (0.8408) mem 21941MB +[2025-12-25 07:08:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1380/1573] eta 0:02:42 lr 0.000006 time 0.4254 (0.8428) loss 1302.6028 (1310.7205) grad_norm 180.2269 (210.7617) embed_mse 1301.4823 (1309.6362) mask_bce 0.2919 (0.2436) mask_dice 0.8286 (0.8407) mem 21941MB +[2025-12-25 07:08:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1390/1573] eta 0:02:34 lr 0.000006 time 0.4185 (0.8436) loss 1273.5750 (1310.8152) grad_norm 223.3640 (210.8345) embed_mse 1272.4771 (1309.7308) mask_bce 0.2580 (0.2437) mask_dice 0.8400 (0.8407) mem 21941MB +[2025-12-25 07:08:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1400/1573] eta 0:02:25 lr 0.000006 time 0.4198 (0.8416) loss 1301.7443 (1310.8053) grad_norm 321.9798 (211.6438) embed_mse 1300.6833 (1309.7210) mask_bce 0.2039 (0.2436) mask_dice 0.8570 (0.8407) mem 21941MB +[2025-12-25 07:08:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1410/1573] eta 0:02:17 lr 0.000006 time 0.4216 (0.8409) loss 1293.2845 (1310.6052) grad_norm 170.2890 (211.4089) embed_mse 1292.1779 (1309.5208) mask_bce 0.2623 (0.2436) mask_dice 0.8444 (0.8407) mem 21941MB +[2025-12-25 07:08:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1420/1573] eta 0:02:09 lr 0.000006 time 0.4168 (0.8432) loss 1274.2968 (1310.6055) grad_norm 212.3005 (211.4139) embed_mse 1273.2319 (1309.5211) mask_bce 0.2214 (0.2437) mask_dice 0.8435 (0.8408) mem 21941MB +[2025-12-25 07:08:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1430/1573] eta 0:02:01 lr 0.000006 time 1.5034 (0.8467) loss 1386.0267 (1310.8167) grad_norm 209.8025 (211.4048) embed_mse 1384.9288 (1309.7322) mask_bce 0.2715 (0.2437) mask_dice 0.8264 (0.8408) mem 21941MB +[2025-12-25 07:08:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1440/1573] eta 0:01:52 lr 0.000006 time 0.4239 (0.8438) loss 1334.6531 (1310.8215) grad_norm 326.6285 (211.9656) embed_mse 1333.5559 (1309.7369) mask_bce 0.2837 (0.2437) mask_dice 0.8135 (0.8408) mem 21941MB +[2025-12-25 07:09:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1450/1573] eta 0:01:43 lr 0.000006 time 0.4194 (0.8441) loss 1279.1622 (1310.7286) grad_norm 172.6125 (211.7482) embed_mse 1278.0875 (1309.6441) mask_bce 0.2286 (0.2437) mask_dice 0.8462 (0.8408) mem 21941MB +[2025-12-25 07:09:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1460/1573] eta 0:01:35 lr 0.000006 time 3.1700 (0.8431) loss 1356.7673 (1310.6814) grad_norm 155.5965 (211.4397) embed_mse 1355.6488 (1309.5969) mask_bce 0.2724 (0.2438) mask_dice 0.8461 (0.8408) mem 21941MB +[2025-12-25 07:09:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1470/1573] eta 0:01:26 lr 0.000006 time 0.4191 (0.8423) loss 1306.5487 (1310.6813) grad_norm 269.1538 (211.7550) embed_mse 1305.3857 (1309.5966) mask_bce 0.3047 (0.2438) mask_dice 0.8583 (0.8408) mem 21941MB +[2025-12-25 07:09:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1480/1573] eta 0:01:18 lr 0.000006 time 0.4175 (0.8476) loss 1362.6154 (1310.5603) grad_norm 326.6174 (212.8154) embed_mse 1361.5537 (1309.4758) mask_bce 0.2431 (0.2437) mask_dice 0.8184 (0.8408) mem 21941MB +[2025-12-25 07:09:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1490/1573] eta 0:01:10 lr 0.000006 time 0.4215 (0.8447) loss 1329.4183 (1310.5894) grad_norm 193.5086 (212.7116) embed_mse 1328.3225 (1309.5049) mask_bce 0.2586 (0.2437) mask_dice 0.8372 (0.8408) mem 21941MB +[2025-12-25 07:09:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1500/1573] eta 0:01:01 lr 0.000006 time 5.3350 (0.8482) loss 1369.3995 (1310.6400) grad_norm 209.2093 (212.6929) embed_mse 1368.3463 (1309.5556) mask_bce 0.1840 (0.2436) mask_dice 0.8692 (0.8409) mem 21941MB +[2025-12-25 07:09:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1510/1573] eta 0:00:53 lr 0.000006 time 0.4236 (0.8467) loss 1299.3253 (1310.6326) grad_norm 279.8459 (213.0500) embed_mse 1298.2535 (1309.5482) mask_bce 0.2195 (0.2435) mask_dice 0.8523 (0.8409) mem 21941MB +[2025-12-25 07:10:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1520/1573] eta 0:00:44 lr 0.000006 time 1.5377 (0.8460) loss 1288.6473 (1310.6379) grad_norm 220.1313 (213.1239) embed_mse 1287.6003 (1309.5535) mask_bce 0.1922 (0.2435) mask_dice 0.8548 (0.8409) mem 21941MB +[2025-12-25 07:10:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1530/1573] eta 0:00:36 lr 0.000006 time 0.4207 (0.8478) loss 1335.2358 (1310.6126) grad_norm 196.1840 (213.0352) embed_mse 1334.1364 (1309.5283) mask_bce 0.2555 (0.2435) mask_dice 0.8439 (0.8409) mem 21941MB +[2025-12-25 07:10:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1540/1573] eta 0:00:28 lr 0.000006 time 3.9521 (0.8490) loss 1277.8232 (1310.6127) grad_norm 269.8000 (213.3308) embed_mse 1276.7527 (1309.5284) mask_bce 0.2420 (0.2434) mask_dice 0.8286 (0.8409) mem 21941MB +[2025-12-25 07:10:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1550/1573] eta 0:00:19 lr 0.000006 time 0.4219 (0.8470) loss 1262.0800 (1310.5573) grad_norm 197.2338 (213.2474) embed_mse 1260.8557 (1309.4730) mask_bce 0.4012 (0.2435) mask_dice 0.8229 (0.8409) mem 21941MB +[2025-12-25 07:10:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1560/1573] eta 0:00:11 lr 0.000006 time 0.4302 (0.8463) loss 1364.7267 (1310.5134) grad_norm 167.6774 (212.9565) embed_mse 1363.6083 (1309.4290) mask_bce 0.2957 (0.2435) mask_dice 0.8228 (0.8409) mem 21941MB +[2025-12-25 07:10:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [23/30][1570/1573] eta 0:00:02 lr 0.000006 time 0.4578 (0.8452) loss 1339.1268 (1310.5027) grad_norm 196.3712 (212.8719) embed_mse 1338.0518 (1309.4183) mask_bce 0.2226 (0.2435) mask_dice 0.8524 (0.8409) mem 21941MB +[2025-12-25 07:10:45 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 23 training takes 0:22:09 +[2025-12-25 07:10:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][0/1573] eta 2:44:43 lr 0.000006 time 6.2830 (6.2830) loss 1324.3964 (1324.3964) grad_norm 0.0000 (0.0000) embed_mse 1323.3483 (1323.3483) mask_bce 0.2165 (0.2165) mask_dice 0.8317 (0.8317) mem 21941MB +[2025-12-25 07:11:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][10/1573] eta 0:45:35 lr 0.000006 time 1.2932 (1.7499) loss 1274.6750 (1301.5005) grad_norm 216.7667 (216.7667) embed_mse 1273.6074 (1300.4259) mask_bce 0.2102 (0.2346) mask_dice 0.8574 (0.8401) mem 21941MB +[2025-12-25 07:11:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][20/1573] eta 0:31:08 lr 0.000006 time 0.4288 (1.2030) loss 1327.3915 (1307.5219) grad_norm 170.5271 (193.6469) embed_mse 1326.3127 (1306.4460) mask_bce 0.2439 (0.2364) mask_dice 0.8348 (0.8394) mem 21941MB +[2025-12-25 07:11:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][30/1573] eta 0:28:35 lr 0.000006 time 0.4268 (1.1116) loss 1285.5553 (1302.7224) grad_norm 292.8510 (226.7150) embed_mse 1284.4810 (1301.6363) mask_bce 0.2263 (0.2488) mask_dice 0.8481 (0.8372) mem 21941MB +[2025-12-25 07:11:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][40/1573] eta 0:27:40 lr 0.000006 time 0.4277 (1.0833) loss 1326.8438 (1305.4996) grad_norm 181.9512 (212.6157) embed_mse 1325.7726 (1304.4105) mask_bce 0.2267 (0.2520) mask_dice 0.8445 (0.8370) mem 21941MB +[2025-12-25 07:11:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][50/1573] eta 0:27:03 lr 0.000006 time 0.4240 (1.0658) loss 1278.4246 (1307.7003) grad_norm 202.2280 (210.8844) embed_mse 1277.3518 (1306.6133) mask_bce 0.2120 (0.2500) mask_dice 0.8608 (0.8370) mem 21941MB +[2025-12-25 07:11:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][60/1573] eta 0:25:58 lr 0.000006 time 0.4284 (1.0301) loss 1305.2979 (1308.2775) grad_norm 184.0583 (207.0522) embed_mse 1304.2202 (1307.1938) mask_bce 0.2188 (0.2463) mask_dice 0.8588 (0.8373) mem 21941MB +[2025-12-25 07:11:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][70/1573] eta 0:24:32 lr 0.000006 time 0.4342 (0.9798) loss 1250.0461 (1309.1022) grad_norm 228.6120 (209.7471) embed_mse 1248.9910 (1308.0179) mask_bce 0.1894 (0.2465) mask_dice 0.8657 (0.8378) mem 21941MB +[2025-12-25 07:12:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][80/1573] eta 0:23:17 lr 0.000005 time 0.4475 (0.9363) loss 1267.3922 (1307.0905) grad_norm 183.1564 (201.0962) embed_mse 1266.2952 (1306.0056) mask_bce 0.2581 (0.2466) mask_dice 0.8389 (0.8383) mem 21941MB +[2025-12-25 07:12:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][90/1573] eta 0:24:25 lr 0.000005 time 0.4331 (0.9883) loss 1283.7115 (1304.5054) grad_norm 208.7263 (201.7899) embed_mse 1282.6277 (1303.4211) mask_bce 0.2540 (0.2458) mask_dice 0.8299 (0.8385) mem 21941MB +[2025-12-25 07:12:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][100/1573] eta 0:24:27 lr 0.000005 time 0.4500 (0.9960) loss 1272.4043 (1304.9414) grad_norm 246.8193 (205.5423) embed_mse 1271.3351 (1303.8575) mask_bce 0.2328 (0.2453) mask_dice 0.8364 (0.8386) mem 21941MB +[2025-12-25 07:12:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][110/1573] eta 0:23:10 lr 0.000005 time 0.4216 (0.9506) loss 1303.2811 (1306.1160) grad_norm 215.6305 (206.3184) embed_mse 1302.2340 (1305.0322) mask_bce 0.2020 (0.2455) mask_dice 0.8451 (0.8383) mem 21941MB +[2025-12-25 07:12:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][120/1573] eta 0:22:04 lr 0.000005 time 0.4467 (0.9115) loss 1319.6162 (1306.8593) grad_norm 306.6279 (211.2680) embed_mse 1318.5665 (1305.7746) mask_bce 0.1960 (0.2457) mask_dice 0.8537 (0.8390) mem 21941MB +[2025-12-25 07:12:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][130/1573] eta 0:21:49 lr 0.000005 time 0.4339 (0.9077) loss 1310.4161 (1307.2276) grad_norm 229.3596 (212.3987) embed_mse 1309.3258 (1306.1418) mask_bce 0.2527 (0.2460) mask_dice 0.8377 (0.8397) mem 21941MB +[2025-12-25 07:12:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][140/1573] eta 0:21:20 lr 0.000005 time 0.4392 (0.8938) loss 1354.7963 (1308.5206) grad_norm 267.7559 (215.6550) embed_mse 1353.7217 (1307.4345) mask_bce 0.2215 (0.2459) mask_dice 0.8532 (0.8402) mem 21941MB +[2025-12-25 07:12:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][150/1573] eta 0:20:28 lr 0.000005 time 0.4296 (0.8634) loss 1307.5651 (1309.7204) grad_norm 176.5631 (213.4832) embed_mse 1306.4827 (1308.6335) mask_bce 0.2530 (0.2470) mask_dice 0.8295 (0.8399) mem 21941MB +[2025-12-25 07:13:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][160/1573] eta 0:19:52 lr 0.000005 time 0.4361 (0.8439) loss 1330.8589 (1308.9878) grad_norm 198.0992 (211.8703) embed_mse 1329.6881 (1307.9009) mask_bce 0.3263 (0.2466) mask_dice 0.8445 (0.8403) mem 21941MB +[2025-12-25 07:13:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][170/1573] eta 0:20:05 lr 0.000005 time 0.4288 (0.8592) loss 1357.5079 (1309.1859) grad_norm 189.5176 (210.8058) embed_mse 1356.4258 (1308.0999) mask_bce 0.2387 (0.2454) mask_dice 0.8434 (0.8407) mem 21941MB +[2025-12-25 07:13:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][180/1573] eta 0:19:24 lr 0.000005 time 0.4272 (0.8362) loss 1286.7334 (1308.9707) grad_norm 172.2927 (209.0553) embed_mse 1285.6600 (1307.8849) mask_bce 0.2408 (0.2450) mask_dice 0.8325 (0.8407) mem 21941MB +[2025-12-25 07:13:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][190/1573] eta 0:19:18 lr 0.000005 time 0.4279 (0.8378) loss 1275.7034 (1309.5019) grad_norm 179.8175 (207.7841) embed_mse 1274.6200 (1308.4162) mask_bce 0.2569 (0.2453) mask_dice 0.8265 (0.8403) mem 21941MB +[2025-12-25 07:13:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][200/1573] eta 0:18:42 lr 0.000005 time 0.4304 (0.8179) loss 1349.2509 (1309.5964) grad_norm 181.9878 (205.5976) embed_mse 1348.0969 (1308.5105) mask_bce 0.3310 (0.2455) mask_dice 0.8229 (0.8404) mem 21941MB +[2025-12-25 07:13:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][210/1573] eta 0:18:31 lr 0.000005 time 0.4281 (0.8153) loss 1265.6987 (1308.9645) grad_norm 186.4855 (204.8625) embed_mse 1264.6362 (1307.8789) mask_bce 0.2329 (0.2453) mask_dice 0.8295 (0.8403) mem 21941MB +[2025-12-25 07:13:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][220/1573] eta 0:18:16 lr 0.000005 time 0.4406 (0.8103) loss 1307.5398 (1308.0370) grad_norm 159.6173 (203.1868) embed_mse 1306.4608 (1306.9512) mask_bce 0.2496 (0.2455) mask_dice 0.8293 (0.8403) mem 21941MB +[2025-12-25 07:13:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][230/1573] eta 0:17:54 lr 0.000005 time 0.5686 (0.8001) loss 1343.2578 (1307.9771) grad_norm 169.2404 (201.9744) embed_mse 1342.1865 (1306.8917) mask_bce 0.1825 (0.2449) mask_dice 0.8889 (0.8405) mem 21941MB +[2025-12-25 07:13:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][240/1573] eta 0:17:26 lr 0.000005 time 0.4370 (0.7853) loss 1356.3945 (1309.0281) grad_norm 217.7558 (202.0867) embed_mse 1355.3060 (1307.9427) mask_bce 0.2538 (0.2451) mask_dice 0.8347 (0.8403) mem 21941MB +[2025-12-25 07:14:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][250/1573] eta 0:17:20 lr 0.000005 time 0.4297 (0.7862) loss 1351.6323 (1309.7835) grad_norm 321.9604 (205.9536) embed_mse 1350.3691 (1308.6975) mask_bce 0.3848 (0.2457) mask_dice 0.8784 (0.8403) mem 21941MB +[2025-12-25 07:14:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][260/1573] eta 0:17:20 lr 0.000005 time 0.4304 (0.7924) loss 1232.1173 (1309.6939) grad_norm 291.4970 (208.6268) embed_mse 1231.0704 (1308.6083) mask_bce 0.1747 (0.2453) mask_dice 0.8722 (0.8404) mem 21941MB +[2025-12-25 07:14:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][270/1573] eta 0:16:55 lr 0.000005 time 0.4314 (0.7795) loss 1350.5393 (1309.5712) grad_norm 258.0631 (210.1249) embed_mse 1349.4855 (1308.4863) mask_bce 0.1930 (0.2443) mask_dice 0.8609 (0.8405) mem 21941MB +[2025-12-25 07:14:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][280/1573] eta 0:16:55 lr 0.000005 time 3.3974 (0.7851) loss 1275.3936 (1308.3216) grad_norm 160.4951 (207.1264) embed_mse 1274.2280 (1307.2367) mask_bce 0.2963 (0.2443) mask_dice 0.8692 (0.8406) mem 21941MB +[2025-12-25 07:14:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][290/1573] eta 0:16:50 lr 0.000005 time 0.4188 (0.7874) loss 1299.2471 (1308.0871) grad_norm 290.9852 (209.4558) embed_mse 1298.1825 (1307.0027) mask_bce 0.2219 (0.2436) mask_dice 0.8427 (0.8407) mem 21941MB +[2025-12-25 07:14:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][300/1573] eta 0:16:33 lr 0.000005 time 0.4238 (0.7805) loss 1272.8065 (1307.9101) grad_norm 193.9985 (209.0381) embed_mse 1271.7280 (1306.8259) mask_bce 0.2590 (0.2439) mask_dice 0.8195 (0.8403) mem 21941MB +[2025-12-25 07:14:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][310/1573] eta 0:16:40 lr 0.000005 time 0.4483 (0.7923) loss 1287.6121 (1308.0234) grad_norm 242.7339 (209.9248) embed_mse 1286.5564 (1306.9389) mask_bce 0.2254 (0.2444) mask_dice 0.8303 (0.8401) mem 21941MB +[2025-12-25 07:15:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][320/1573] eta 0:16:34 lr 0.000005 time 0.4225 (0.7935) loss 1356.3479 (1308.4806) grad_norm 258.9008 (212.0055) embed_mse 1355.2594 (1307.3957) mask_bce 0.2530 (0.2447) mask_dice 0.8356 (0.8402) mem 21941MB +[2025-12-25 07:15:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][330/1573] eta 0:16:20 lr 0.000005 time 2.5395 (0.7890) loss 1319.8009 (1307.9867) grad_norm 431.5894 (217.3612) embed_mse 1318.6769 (1306.9016) mask_bce 0.2870 (0.2451) mask_dice 0.8371 (0.8400) mem 21941MB +[2025-12-25 07:15:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][340/1573] eta 0:16:06 lr 0.000005 time 0.4234 (0.7835) loss 1255.1234 (1307.6136) grad_norm 275.8234 (218.7531) embed_mse 1254.0623 (1306.5285) mask_bce 0.2062 (0.2451) mask_dice 0.8549 (0.8400) mem 21941MB +[2025-12-25 07:15:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][350/1573] eta 0:16:03 lr 0.000005 time 0.4309 (0.7876) loss 1277.3171 (1307.6653) grad_norm 195.7179 (218.2174) embed_mse 1276.2472 (1306.5803) mask_bce 0.2453 (0.2449) mask_dice 0.8247 (0.8401) mem 21941MB +[2025-12-25 07:15:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][360/1573] eta 0:15:55 lr 0.000005 time 4.0496 (0.7880) loss 1330.8009 (1307.9597) grad_norm 247.1855 (217.5644) embed_mse 1329.7247 (1306.8744) mask_bce 0.2412 (0.2452) mask_dice 0.8350 (0.8400) mem 21941MB +[2025-12-25 07:15:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][370/1573] eta 0:15:40 lr 0.000005 time 0.4222 (0.7820) loss 1323.7810 (1308.1609) grad_norm 237.3005 (217.9935) embed_mse 1322.6797 (1307.0753) mask_bce 0.2820 (0.2456) mask_dice 0.8194 (0.8400) mem 21941MB +[2025-12-25 07:15:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][380/1573] eta 0:15:35 lr 0.000005 time 0.4484 (0.7843) loss 1304.0859 (1308.2579) grad_norm 167.3350 (216.9156) embed_mse 1303.0245 (1307.1722) mask_bce 0.2323 (0.2458) mask_dice 0.8292 (0.8399) mem 21941MB +[2025-12-25 07:16:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][390/1573] eta 0:15:52 lr 0.000005 time 0.4331 (0.8050) loss 1341.9934 (1308.4862) grad_norm 232.8630 (217.2479) embed_mse 1340.8995 (1307.4002) mask_bce 0.2777 (0.2462) mask_dice 0.8161 (0.8398) mem 21941MB +[2025-12-25 07:16:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][400/1573] eta 0:15:35 lr 0.000005 time 0.4299 (0.7973) loss 1331.1230 (1308.0047) grad_norm 243.9178 (220.0563) embed_mse 1330.0300 (1306.9185) mask_bce 0.2715 (0.2466) mask_dice 0.8215 (0.8396) mem 21941MB +[2025-12-25 07:16:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][410/1573] eta 0:15:20 lr 0.000005 time 0.4472 (0.7913) loss 1269.9332 (1307.7508) grad_norm 315.3568 (221.9249) embed_mse 1268.8243 (1306.6648) mask_bce 0.2688 (0.2464) mask_dice 0.8401 (0.8396) mem 21941MB +[2025-12-25 07:16:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][420/1573] eta 0:15:11 lr 0.000005 time 0.4331 (0.7907) loss 1301.2239 (1307.7236) grad_norm 183.8653 (221.1930) embed_mse 1300.1626 (1306.6377) mask_bce 0.2190 (0.2465) mask_dice 0.8423 (0.8394) mem 21941MB +[2025-12-25 07:16:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][430/1573] eta 0:14:59 lr 0.000005 time 0.4451 (0.7869) loss 1358.6826 (1307.5192) grad_norm 244.5644 (221.6340) embed_mse 1357.5498 (1306.4327) mask_bce 0.3011 (0.2469) mask_dice 0.8318 (0.8396) mem 21941MB +[2025-12-25 07:16:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][440/1573] eta 0:14:48 lr 0.000005 time 0.4338 (0.7839) loss 1310.9913 (1307.6686) grad_norm 168.1112 (220.3857) embed_mse 1309.9037 (1306.5820) mask_bce 0.2718 (0.2471) mask_dice 0.8160 (0.8394) mem 21941MB +[2025-12-25 07:16:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][450/1573] eta 0:14:43 lr 0.000005 time 0.4207 (0.7865) loss 1275.9639 (1307.4123) grad_norm 155.9122 (219.2344) embed_mse 1274.9100 (1306.3260) mask_bce 0.2062 (0.2468) mask_dice 0.8476 (0.8395) mem 21941MB +[2025-12-25 07:16:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][460/1573] eta 0:14:42 lr 0.000005 time 0.4602 (0.7927) loss 1314.1978 (1307.0621) grad_norm 300.7329 (220.6642) embed_mse 1313.1163 (1305.9757) mask_bce 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07:17:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][500/1573] eta 0:14:07 lr 0.000005 time 3.7350 (0.7896) loss 1314.1575 (1306.6231) grad_norm 175.9111 (220.5391) embed_mse 1313.0660 (1305.5367) mask_bce 0.2596 (0.2468) mask_dice 0.8317 (0.8395) mem 21941MB +[2025-12-25 07:17:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][510/1573] eta 0:13:56 lr 0.000005 time 2.4201 (0.7865) loss 1399.4122 (1307.1710) grad_norm 184.6775 (219.9699) embed_mse 1398.3582 (1306.0848) mask_bce 0.1790 (0.2468) mask_dice 0.8751 (0.8395) mem 21941MB +[2025-12-25 07:17:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][520/1573] eta 0:13:47 lr 0.000005 time 0.4352 (0.7863) loss 1306.1383 (1307.3407) grad_norm 170.3898 (219.5320) embed_mse 1305.0386 (1306.2545) mask_bce 0.2435 (0.2466) mask_dice 0.8562 (0.8396) mem 21941MB +[2025-12-25 07:17:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][530/1573] eta 0:13:33 lr 0.000005 time 0.4300 (0.7803) loss 1330.6144 (1307.3001) grad_norm 168.5839 (218.7601) embed_mse 1329.4907 (1306.2137) mask_bce 0.2814 (0.2468) mask_dice 0.8422 (0.8396) mem 21941MB +[2025-12-25 07:17:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][540/1573] eta 0:13:37 lr 0.000005 time 2.6272 (0.7909) loss 1365.1647 (1307.6715) grad_norm 193.4991 (218.3831) embed_mse 1364.0959 (1306.5853) mask_bce 0.2336 (0.2467) mask_dice 0.8351 (0.8395) mem 21941MB +[2025-12-25 07:18:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][550/1573] eta 0:13:26 lr 0.000005 time 0.4433 (0.7880) loss 1329.2987 (1308.1427) grad_norm 197.9115 (218.0820) embed_mse 1328.2274 (1307.0565) mask_bce 0.2037 (0.2466) mask_dice 0.8675 (0.8397) mem 21941MB +[2025-12-25 07:18:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][560/1573] eta 0:13:12 lr 0.000005 time 0.4287 (0.7825) loss 1357.5367 (1308.1850) grad_norm 242.4312 (220.7069) embed_mse 1356.4567 (1307.0988) mask_bce 0.2527 (0.2466) mask_dice 0.8274 (0.8397) mem 21941MB +[2025-12-25 07:18:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][570/1573] eta 0:13:03 lr 0.000005 time 2.8677 (0.7807) loss 1317.7816 (1308.2037) grad_norm 192.7535 (220.3132) embed_mse 1316.6857 (1307.1177) mask_bce 0.2459 (0.2463) mask_dice 0.8501 (0.8397) mem 21941MB +[2025-12-25 07:18:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][580/1573] eta 0:12:58 lr 0.000005 time 0.4310 (0.7837) loss 1328.6484 (1308.4062) grad_norm 251.4309 (220.7454) embed_mse 1327.5419 (1307.3202) mask_bce 0.2645 (0.2461) mask_dice 0.8420 (0.8399) mem 21941MB +[2025-12-25 07:18:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][590/1573] eta 0:12:50 lr 0.000005 time 0.4492 (0.7842) loss 1344.9747 (1308.3349) grad_norm 189.0990 (220.3119) 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0.8593 (0.8399) mem 21941MB +[2025-12-25 07:19:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][630/1573] eta 0:12:22 lr 0.000005 time 1.9168 (0.7872) loss 1298.4020 (1308.0360) grad_norm 372.7198 (222.0849) embed_mse 1297.3359 (1306.9499) mask_bce 0.2228 (0.2462) mask_dice 0.8433 (0.8399) mem 21941MB +[2025-12-25 07:19:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][640/1573] eta 0:12:09 lr 0.000005 time 0.4534 (0.7820) loss 1251.2832 (1308.2614) grad_norm 204.5859 (221.1622) embed_mse 1250.2249 (1307.1752) mask_bce 0.1984 (0.2463) mask_dice 0.8600 (0.8399) mem 21941MB +[2025-12-25 07:19:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][650/1573] eta 0:12:00 lr 0.000005 time 0.4353 (0.7808) loss 1377.7867 (1308.6290) grad_norm 364.2559 (222.9288) embed_mse 1376.6710 (1307.5428) mask_bce 0.3166 (0.2463) mask_dice 0.7990 (0.8399) mem 21941MB +[2025-12-25 07:19:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][660/1573] eta 0:11:55 lr 0.000005 time 0.4543 (0.7835) loss 1319.9551 (1308.6379) grad_norm 213.5275 (222.8141) embed_mse 1318.8647 (1307.5516) mask_bce 0.2594 (0.2465) mask_dice 0.8310 (0.8398) mem 21941MB +[2025-12-25 07:19:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][670/1573] eta 0:11:53 lr 0.000005 time 0.4252 (0.7902) loss 1285.3267 (1308.3396) grad_norm 266.1212 (223.3359) embed_mse 1284.2537 (1307.2531) mask_bce 0.2115 (0.2468) mask_dice 0.8615 (0.8397) mem 21941MB +[2025-12-25 07:19:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][680/1573] eta 0:11:42 lr 0.000005 time 0.4308 (0.7861) loss 1348.5496 (1308.3738) grad_norm 224.3909 (222.6645) embed_mse 1347.4784 (1307.2875) mask_bce 0.2164 (0.2464) mask_dice 0.8547 (0.8399) mem 21941MB +[2025-12-25 07:19:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO 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loss 1329.0452 (1308.3689) grad_norm 203.8687 (221.7486) embed_mse 1327.9563 (1307.2830) mask_bce 0.2521 (0.2460) mask_dice 0.8367 (0.8399) mem 21941MB +[2025-12-25 07:20:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][730/1573] eta 0:11:03 lr 0.000005 time 0.4449 (0.7876) loss 1343.1637 (1308.5159) grad_norm 271.4935 (222.2953) embed_mse 1342.0227 (1307.4300) mask_bce 0.2651 (0.2459) mask_dice 0.8758 (0.8400) mem 21941MB +[2025-12-25 07:20:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][740/1573] eta 0:11:00 lr 0.000005 time 0.4369 (0.7928) loss 1309.2753 (1308.3871) grad_norm 169.3970 (221.7203) embed_mse 1308.2056 (1307.3012) mask_bce 0.2204 (0.2458) mask_dice 0.8492 (0.8401) mem 21941MB +[2025-12-25 07:20:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][750/1573] eta 0:10:48 lr 0.000005 time 0.6669 (0.7884) loss 1352.1545 (1308.4417) grad_norm 183.0151 (221.3041) embed_mse 1351.0632 (1307.3557) mask_bce 0.2674 (0.2460) mask_dice 0.8239 (0.8400) mem 21941MB +[2025-12-25 07:20:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][760/1573] eta 0:10:39 lr 0.000005 time 0.4334 (0.7871) loss 1267.4923 (1308.4949) grad_norm 221.6897 (221.1044) embed_mse 1266.4270 (1307.4090) mask_bce 0.1822 (0.2459) mask_dice 0.8831 (0.8401) mem 21941MB +[2025-12-25 07:20:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][770/1573] eta 0:10:33 lr 0.000005 time 0.4333 (0.7883) loss 1369.2152 (1308.6506) grad_norm 198.7269 (220.8713) embed_mse 1368.1377 (1307.5648) mask_bce 0.2583 (0.2458) mask_dice 0.8192 (0.8400) mem 21941MB +[2025-12-25 07:20:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][780/1573] eta 0:10:22 lr 0.000005 time 0.4584 (0.7854) loss 1349.6688 (1308.9060) grad_norm 213.6470 (220.7968) embed_mse 1348.5747 (1307.8203) mask_bce 0.2527 (0.2456) mask_dice 0.8414 (0.8401) mem 21941MB +[2025-12-25 07:21:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][790/1573] eta 0:10:14 lr 0.000005 time 0.4227 (0.7842) loss 1222.4033 (1308.4960) grad_norm 276.2912 (221.3631) embed_mse 1221.3018 (1307.4103) mask_bce 0.2762 (0.2455) mask_dice 0.8254 (0.8402) mem 21941MB +[2025-12-25 07:21:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][800/1573] eta 0:10:04 lr 0.000005 time 0.4289 (0.7826) loss 1336.3270 (1308.4435) grad_norm 226.9060 (221.1514) embed_mse 1335.2623 (1307.3579) mask_bce 0.2270 (0.2454) mask_dice 0.8376 (0.8402) mem 21941MB +[2025-12-25 07:21:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][810/1573] eta 0:09:58 lr 0.000005 time 0.4683 (0.7839) loss 1305.9388 (1308.6598) grad_norm 249.9514 (221.4365) embed_mse 1304.8810 (1307.5743) mask_bce 0.2193 (0.2453) mask_dice 0.8386 (0.8402) mem 21941MB +[2025-12-25 07:21:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][820/1573] eta 0:09:47 lr 0.000005 time 0.4216 (0.7807) loss 1288.6168 (1308.4700) grad_norm 234.7142 (221.5667) embed_mse 1287.4866 (1307.3847) mask_bce 0.2610 (0.2451) mask_dice 0.8693 (0.8403) mem 21941MB +[2025-12-25 07:21:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][830/1573] eta 0:09:42 lr 0.000005 time 0.4494 (0.7839) loss 1354.3474 (1308.6390) grad_norm 190.4213 (221.2643) embed_mse 1353.2327 (1307.5536) mask_bce 0.2658 (0.2452) mask_dice 0.8489 (0.8402) mem 21941MB +[2025-12-25 07:21:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][840/1573] eta 0:09:33 lr 0.000005 time 0.4294 (0.7818) loss 1266.3141 (1308.7077) grad_norm 171.8434 (221.0559) embed_mse 1265.2399 (1307.6222) mask_bce 0.2494 (0.2452) mask_dice 0.8248 (0.8403) mem 21941MB +[2025-12-25 07:21:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][850/1573] eta 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grad_norm 201.2303 (220.1920) embed_mse 1324.4052 (1308.3375) mask_bce 0.2359 (0.2454) mask_dice 0.8354 (0.8404) mem 21941MB +[2025-12-25 07:22:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][890/1573] eta 0:08:53 lr 0.000005 time 0.4264 (0.7812) loss 1260.2987 (1309.5813) grad_norm 188.8843 (219.9099) embed_mse 1259.2094 (1308.4955) mask_bce 0.2357 (0.2454) mask_dice 0.8537 (0.8405) mem 21941MB +[2025-12-25 07:22:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][900/1573] eta 0:08:46 lr 0.000005 time 0.9267 (0.7824) loss 1365.9247 (1309.8159) grad_norm 161.1688 (219.3855) embed_mse 1364.8285 (1308.7301) mask_bce 0.2440 (0.2453) mask_dice 0.8522 (0.8405) mem 21941MB +[2025-12-25 07:22:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][910/1573] eta 0:08:42 lr 0.000005 time 4.8560 (0.7881) loss 1320.6638 (1310.0080) grad_norm 150.2157 (218.7733) embed_mse 1319.5671 (1308.9220) mask_bce 0.2615 (0.2454) mask_dice 0.8352 (0.8405) mem 21941MB +[2025-12-25 07:22:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][920/1573] eta 0:08:33 lr 0.000005 time 0.4264 (0.7861) loss 1275.1023 (1310.1164) grad_norm 233.6366 (218.6385) embed_mse 1274.0168 (1309.0303) mask_bce 0.2304 (0.2456) mask_dice 0.8550 (0.8406) mem 21941MB +[2025-12-25 07:22:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][930/1573] eta 0:08:23 lr 0.000005 time 0.4753 (0.7827) loss 1345.3770 (1310.4036) grad_norm 197.4134 (218.4555) embed_mse 1344.3185 (1309.3175) mask_bce 0.1927 (0.2455) mask_dice 0.8658 (0.8406) mem 21941MB +[2025-12-25 07:23:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][940/1573] eta 0:08:16 lr 0.000005 time 0.4414 (0.7844) loss 1380.1934 (1310.3879) grad_norm 202.4524 (218.3188) embed_mse 1379.1482 (1309.3018) mask_bce 0.2194 (0.2455) mask_dice 0.8256 (0.8405) mem 21941MB +[2025-12-25 07:23:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][950/1573] eta 0:08:07 lr 0.000005 time 0.4269 (0.7829) loss 1246.4425 (1310.3632) grad_norm 281.9616 (218.8581) embed_mse 1245.3263 (1309.2771) mask_bce 0.2667 (0.2456) mask_dice 0.8495 (0.8405) mem 21941MB +[2025-12-25 07:23:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][960/1573] eta 0:07:59 lr 0.000005 time 0.4478 (0.7829) loss 1386.0574 (1310.5116) grad_norm 246.7185 (218.8362) embed_mse 1384.9725 (1309.4255) mask_bce 0.2502 (0.2456) mask_dice 0.8347 (0.8405) mem 21941MB +[2025-12-25 07:23:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][970/1573] eta 0:07:50 lr 0.000005 time 0.5598 (0.7805) loss 1337.6656 (1310.5179) grad_norm 180.3246 (218.5178) embed_mse 1336.5690 (1309.4318) mask_bce 0.2615 (0.2457) mask_dice 0.8352 (0.8404) mem 21941MB +[2025-12-25 07:23:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][980/1573] eta 0:07:42 lr 0.000005 time 0.4236 (0.7805) loss 1398.4272 (1310.4317) grad_norm 192.4287 (218.3040) embed_mse 1397.3339 (1309.3457) mask_bce 0.2580 (0.2456) mask_dice 0.8353 (0.8404) mem 21941MB +[2025-12-25 07:23:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][990/1573] eta 0:07:35 lr 0.000005 time 0.4279 (0.7818) loss 1202.9325 (1310.2615) grad_norm 188.3537 (218.0605) embed_mse 1201.8470 (1309.1756) mask_bce 0.2565 (0.2455) mask_dice 0.8290 (0.8404) mem 21941MB +[2025-12-25 07:23:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1000/1573] eta 0:07:29 lr 0.000005 time 0.4390 (0.7841) loss 1291.0173 (1310.1704) grad_norm 238.0453 (217.7183) embed_mse 1289.9257 (1309.0843) mask_bce 0.2354 (0.2456) mask_dice 0.8563 (0.8404) mem 21941MB +[2025-12-25 07:24:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1010/1573] eta 0:07:22 lr 0.000005 time 1.8432 (0.7862) loss 1300.6315 (1310.1017) grad_norm 153.9052 (217.2118) embed_mse 1299.5457 (1309.0157) mask_bce 0.2268 (0.2456) mask_dice 0.8590 (0.8405) mem 21941MB +[2025-12-25 07:24:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1020/1573] eta 0:07:16 lr 0.000005 time 5.3162 (0.7890) loss 1290.9666 (1310.1823) grad_norm 169.9244 (216.8395) embed_mse 1289.8750 (1309.0963) mask_bce 0.2545 (0.2456) mask_dice 0.8371 (0.8404) mem 21941MB +[2025-12-25 07:24:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1030/1573] eta 0:07:08 lr 0.000005 time 0.4302 (0.7885) loss 1376.8770 (1310.2112) grad_norm 190.8358 (216.6363) embed_mse 1375.8215 (1309.1254) mask_bce 0.2147 (0.2454) mask_dice 0.8407 (0.8405) mem 21941MB +[2025-12-25 07:24:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1040/1573] eta 0:07:00 lr 0.000005 time 0.4358 (0.7880) loss 1359.3293 (1310.3208) grad_norm 219.5068 (216.5202) embed_mse 1358.2139 (1309.2350) mask_bce 0.2819 (0.2454) mask_dice 0.8335 (0.8405) mem 21941MB +[2025-12-25 07:24:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1050/1573] eta 0:06:51 lr 0.000005 time 0.4303 (0.7875) loss 1333.0170 (1310.3622) grad_norm 186.8268 (216.2936) embed_mse 1331.9045 (1309.2763) mask_bce 0.2953 (0.2456) mask_dice 0.8171 (0.8404) mem 21941MB +[2025-12-25 07:24:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1060/1573] eta 0:06:46 lr 0.000005 time 0.4275 (0.7917) loss 1347.7217 (1310.5578) grad_norm 142.4406 (215.7341) embed_mse 1346.6388 (1309.4719) mask_bce 0.2409 (0.2455) mask_dice 0.8421 (0.8405) mem 21941MB +[2025-12-25 07:24:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1070/1573] eta 0:06:38 lr 0.000005 time 0.4280 (0.7921) loss 1352.5730 (1310.7760) grad_norm 193.9817 (215.5705) embed_mse 1351.1814 (1309.6898) mask_bce 0.5112 (0.2457) mask_dice 0.8804 (0.8405) mem 21941MB +[2025-12-25 07:25:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1080/1573] eta 0:06:32 lr 0.000005 time 0.4248 (0.7954) loss 1284.7056 (1310.7219) grad_norm 144.2927 (214.9276) embed_mse 1283.6499 (1309.6358) mask_bce 0.2111 (0.2456) mask_dice 0.8445 (0.8405) mem 21941MB +[2025-12-25 07:25:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1090/1573] eta 0:06:26 lr 0.000005 time 0.4224 (0.7997) loss 1320.3904 (1310.7803) grad_norm 197.8830 (214.8023) embed_mse 1319.3064 (1309.6943) mask_bce 0.2650 (0.2455) mask_dice 0.8190 (0.8405) mem 21941MB +[2025-12-25 07:25:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1100/1573] eta 0:06:16 lr 0.000005 time 0.4314 (0.7964) loss 1285.1447 (1310.6536) grad_norm 210.3774 (214.7700) embed_mse 1284.0553 (1309.5675) mask_bce 0.2530 (0.2456) mask_dice 0.8364 (0.8405) mem 21941MB +[2025-12-25 07:25:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1110/1573] eta 0:06:10 lr 0.000005 time 0.4298 (0.8001) loss 1316.6052 (1310.7859) grad_norm 207.7169 (214.7189) embed_mse 1315.5414 (1309.6998) mask_bce 0.2127 (0.2455) mask_dice 0.8512 (0.8405) mem 21941MB +[2025-12-25 07:25:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1120/1573] eta 0:06:00 lr 0.000005 time 0.4211 (0.7968) loss 1287.3562 (1310.7313) grad_norm 176.2920 (215.1938) embed_mse 1286.3077 (1309.6453) mask_bce 0.2030 (0.2455) mask_dice 0.8455 (0.8405) mem 21941MB +[2025-12-25 07:25:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1130/1573] eta 0:05:52 lr 0.000005 time 0.4332 (0.7965) loss 1348.1609 (1311.0043) grad_norm 154.5143 (214.7634) embed_mse 1347.0431 (1309.9184) mask_bce 0.2391 (0.2454) mask_dice 0.8786 (0.8405) mem 21941MB +[2025-12-25 07:26:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1140/1573] eta 0:05:50 lr 0.000005 time 0.4299 (0.8085) loss 1340.2667 (1310.9574) grad_norm 212.5226 (214.7477) embed_mse 1339.1896 (1309.8715) mask_bce 0.2509 (0.2454) mask_dice 0.8263 (0.8405) mem 21941MB +[2025-12-25 07:26:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1150/1573] eta 0:05:45 lr 0.000005 time 11.1437 (0.8166) loss 1253.5980 (1310.9850) grad_norm 153.9866 (214.3228) embed_mse 1252.5117 (1309.8992) mask_bce 0.2664 (0.2454) mask_dice 0.8200 (0.8405) mem 21941MB +[2025-12-25 07:26:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1160/1573] eta 0:05:36 lr 0.000005 time 0.4405 (0.8142) loss 1296.9841 (1310.9083) grad_norm 166.1239 (213.6253) embed_mse 1295.8994 (1309.8224) mask_bce 0.2685 (0.2456) mask_dice 0.8163 (0.8403) mem 21941MB +[2025-12-25 07:26:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1170/1573] eta 0:05:28 lr 0.000005 time 0.4196 (0.8150) loss 1313.1165 (1310.7829) grad_norm 198.8892 (213.5243) embed_mse 1312.0721 (1309.6970) mask_bce 0.2197 (0.2456) mask_dice 0.8246 (0.8403) mem 21941MB +[2025-12-25 07:26:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1180/1573] eta 0:05:19 lr 0.000005 time 0.4225 (0.8132) loss 1234.1160 (1310.7413) grad_norm 236.6798 (213.6818) embed_mse 1233.0742 (1309.6555) mask_bce 0.1698 (0.2455) mask_dice 0.8720 (0.8403) mem 21941MB +[2025-12-25 07:26:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1190/1573] eta 0:05:11 lr 0.000005 time 1.9016 (0.8138) loss 1295.8074 (1310.4861) grad_norm 170.3388 (213.3890) embed_mse 1294.7262 (1309.4003) mask_bce 0.2316 (0.2455) mask_dice 0.8496 (0.8403) mem 21941MB +[2025-12-25 07:27:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1200/1573] eta 0:05:04 lr 0.000004 time 0.4227 (0.8152) loss 1283.9193 (1310.3531) grad_norm 163.1951 (213.0174) embed_mse 1282.8470 (1309.2674) mask_bce 0.2162 (0.2454) mask_dice 0.8560 (0.8403) mem 21941MB +[2025-12-25 07:27:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1210/1573] eta 0:04:54 lr 0.000004 time 0.4237 (0.8120) loss 1349.5696 (1310.4443) grad_norm 183.3066 (212.8207) embed_mse 1348.5078 (1309.3585) mask_bce 0.1966 (0.2455) mask_dice 0.8652 (0.8403) mem 21941MB +[2025-12-25 07:27:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1220/1573] eta 0:04:45 lr 0.000004 time 0.4238 (0.8092) loss 1294.6660 (1310.4044) grad_norm 194.0797 (212.6974) embed_mse 1293.6201 (1309.3188) mask_bce 0.1851 (0.2453) mask_dice 0.8607 (0.8403) mem 21941MB +[2025-12-25 07:27:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1230/1573] eta 0:04:39 lr 0.000004 time 0.4232 (0.8141) loss 1316.5525 (1310.3727) grad_norm 176.6551 (212.4618) embed_mse 1315.4602 (1309.2871) mask_bce 0.2470 (0.2453) mask_dice 0.8452 (0.8404) mem 21941MB +[2025-12-25 07:27:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1240/1573] eta 0:04:30 lr 0.000004 time 0.4238 (0.8124) loss 1282.5847 (1310.4237) grad_norm 171.5598 (211.9696) embed_mse 1281.4949 (1309.3381) mask_bce 0.2332 (0.2452) mask_dice 0.8566 (0.8404) mem 21941MB +[2025-12-25 07:27:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1250/1573] eta 0:04:21 lr 0.000004 time 0.4194 (0.8093) loss 1263.4451 (1310.4390) grad_norm 252.0310 (212.2264) embed_mse 1262.3700 (1309.3535) mask_bce 0.2284 (0.2451) mask_dice 0.8467 (0.8404) mem 21941MB +[2025-12-25 07:27:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1260/1573] eta 0:04:12 lr 0.000004 time 0.4248 (0.8068) loss 1275.3081 (1310.3372) grad_norm 180.1358 (212.0220) embed_mse 1274.2095 (1309.2518) mask_bce 0.2783 (0.2450) mask_dice 0.8203 (0.8404) mem 21941MB +[2025-12-25 07:27:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1270/1573] eta 0:04:05 lr 0.000004 time 0.4245 (0.8102) loss 1328.7603 (1310.3003) grad_norm 226.9781 (212.1167) embed_mse 1327.6874 (1309.2149) mask_bce 0.2261 (0.2450) mask_dice 0.8468 (0.8404) mem 21941MB +[2025-12-25 07:28:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1280/1573] eta 0:03:56 lr 0.000004 time 0.4225 (0.8082) loss 1293.4993 (1310.3695) grad_norm 187.7119 (211.5942) embed_mse 1292.4073 (1309.2840) mask_bce 0.2721 (0.2451) mask_dice 0.8199 (0.8404) mem 21941MB +[2025-12-25 07:28:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1290/1573] eta 0:03:48 lr 0.000004 time 0.4253 (0.8082) loss 1344.2198 (1310.3563) grad_norm 170.0556 (211.3362) embed_mse 1343.1584 (1309.2708) mask_bce 0.1851 (0.2451) mask_dice 0.8763 (0.8405) mem 21941MB +[2025-12-25 07:28:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1300/1573] eta 0:03:40 lr 0.000004 time 0.4279 (0.8076) loss 1262.5303 (1310.3860) grad_norm 165.5770 (211.0538) embed_mse 1261.4698 (1309.3005) mask_bce 0.1904 (0.2450) mask_dice 0.8700 (0.8405) mem 21941MB +[2025-12-25 07:28:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1310/1573] eta 0:03:33 lr 0.000004 time 0.4205 (0.8104) loss 1306.4666 (1310.4893) grad_norm 149.4938 (210.6761) embed_mse 1305.3630 (1309.4036) mask_bce 0.2827 (0.2451) mask_dice 0.8208 (0.8406) mem 21941MB +[2025-12-25 07:28:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1320/1573] eta 0:03:25 lr 0.000004 time 0.4224 (0.8111) loss 1353.8414 (1310.3299) grad_norm 206.2491 (210.6417) embed_mse 1352.7913 (1309.2443) mask_bce 0.1983 (0.2450) mask_dice 0.8518 (0.8406) mem 21941MB +[2025-12-25 07:28:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1330/1573] eta 0:03:16 lr 0.000004 time 0.4210 (0.8087) loss 1307.8672 (1310.3512) grad_norm 149.1279 (210.2711) embed_mse 1306.7698 (1309.2656) mask_bce 0.2732 (0.2450) mask_dice 0.8242 (0.8406) mem 21941MB +[2025-12-25 07:28:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1340/1573] eta 0:03:08 lr 0.000004 time 0.4302 (0.8102) loss 1244.1366 (1310.3877) grad_norm 227.0952 (210.3719) embed_mse 1243.0588 (1309.3022) mask_bce 0.2473 (0.2449) mask_dice 0.8304 (0.8406) mem 21941MB +[2025-12-25 07:29:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1350/1573] eta 0:03:01 lr 0.000004 time 0.4176 (0.8147) loss 1351.6364 (1310.4769) grad_norm 226.2194 (210.4662) embed_mse 1350.5681 (1309.3914) mask_bce 0.2217 (0.2449) mask_dice 0.8466 (0.8406) mem 21941MB +[2025-12-25 07:29:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1360/1573] eta 0:02:53 lr 0.000004 time 0.4389 (0.8143) loss 1268.1766 (1310.3415) grad_norm 230.3817 (210.5968) embed_mse 1267.0999 (1309.2560) mask_bce 0.2484 (0.2449) mask_dice 0.8283 (0.8405) mem 21941MB +[2025-12-25 07:29:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1370/1573] eta 0:02:45 lr 0.000004 time 0.4498 (0.8166) loss 1425.7993 (1310.3302) grad_norm 164.2904 (210.3260) embed_mse 1424.7185 (1309.2449) mask_bce 0.2285 (0.2448) mask_dice 0.8523 (0.8405) mem 21941MB +[2025-12-25 07:29:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1380/1573] eta 0:02:37 lr 0.000004 time 0.4239 (0.8162) loss 1340.0751 (1310.3847) grad_norm 162.5028 (210.0479) embed_mse 1339.0354 (1309.2994) mask_bce 0.1772 (0.2448) mask_dice 0.8625 (0.8405) mem 21941MB +[2025-12-25 07:29:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1390/1573] eta 0:02:29 lr 0.000004 time 0.4199 (0.8144) loss 1329.6671 (1310.4534) grad_norm 233.4952 (210.1835) embed_mse 1328.5941 (1309.3681) mask_bce 0.2343 (0.2447) mask_dice 0.8387 (0.8405) mem 21941MB +[2025-12-25 07:29:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1400/1573] eta 0:02:21 lr 0.000004 time 0.4245 (0.8186) loss 1311.9794 (1310.4312) grad_norm 313.4739 (210.7957) embed_mse 1310.8732 (1309.3459) mask_bce 0.2783 (0.2448) mask_dice 0.8280 (0.8405) mem 21941MB +[2025-12-25 07:29:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1410/1573] eta 0:02:13 lr 0.000004 time 0.4221 (0.8171) loss 1352.1562 (1310.3470) grad_norm 195.7722 (210.7103) embed_mse 1351.0724 (1309.2618) mask_bce 0.2520 (0.2448) mask_dice 0.8319 (0.8405) mem 21941MB +[2025-12-25 07:30:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1420/1573] eta 0:02:04 lr 0.000004 time 0.4226 (0.8151) loss 1349.5770 (1310.4338) grad_norm 244.6219 (210.9019) embed_mse 1348.5059 (1309.3485) mask_bce 0.2676 (0.2448) mask_dice 0.8035 (0.8405) mem 21941MB +[2025-12-25 07:30:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1430/1573] eta 0:01:56 lr 0.000004 time 0.4194 (0.8179) loss 1291.8375 (1310.3807) grad_norm 151.6396 (210.5690) embed_mse 1290.7384 (1309.2954) mask_bce 0.2535 (0.2449) mask_dice 0.8455 (0.8405) mem 21941MB +[2025-12-25 07:30:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1440/1573] eta 0:01:48 lr 0.000004 time 0.4235 (0.8181) loss 1313.5056 (1310.4118) grad_norm 215.5835 (210.4548) embed_mse 1312.4418 (1309.3264) mask_bce 0.2368 (0.2449) mask_dice 0.8270 (0.8404) mem 21941MB +[2025-12-25 07:30:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1450/1573] eta 0:01:40 lr 0.000004 time 0.4254 (0.8162) loss 1200.5568 (1310.4127) grad_norm 218.3923 (210.4986) embed_mse 1199.4834 (1309.3273) mask_bce 0.2257 (0.2448) mask_dice 0.8477 (0.8405) mem 21941MB +[2025-12-25 07:30:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1460/1573] eta 0:01:32 lr 0.000004 time 0.4221 (0.8188) loss 1262.7043 (1310.4563) grad_norm 161.5881 (210.2299) embed_mse 1261.6254 (1309.3709) mask_bce 0.2418 (0.2449) mask_dice 0.8372 (0.8405) mem 21941MB +[2025-12-25 07:30:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1470/1573] eta 0:01:24 lr 0.000004 time 0.4244 (0.8180) loss 1293.5239 (1310.4334) grad_norm 208.7389 (210.2217) embed_mse 1292.4720 (1309.3481) mask_bce 0.1984 (0.2447) mask_dice 0.8534 (0.8406) mem 21941MB +[2025-12-25 07:30:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1480/1573] eta 0:01:16 lr 0.000004 time 0.4565 (0.8174) loss 1296.1144 (1310.4285) grad_norm 349.3424 (210.9345) embed_mse 1295.0356 (1309.3433) mask_bce 0.2198 (0.2446) mask_dice 0.8589 (0.8406) mem 21941MB +[2025-12-25 07:31:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1490/1573] eta 0:01:07 lr 0.000004 time 0.4194 (0.8180) loss 1273.6940 (1310.4429) grad_norm 170.0767 (210.7149) embed_mse 1272.6107 (1309.3577) mask_bce 0.2688 (0.2446) mask_dice 0.8145 (0.8406) mem 21941MB +[2025-12-25 07:31:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1500/1573] eta 0:00:59 lr 0.000004 time 0.4220 (0.8169) loss 1408.3569 (1310.4566) grad_norm 317.7418 (211.2872) embed_mse 1407.2992 (1309.3714) mask_bce 0.2055 (0.2445) mask_dice 0.8523 (0.8407) mem 21941MB +[2025-12-25 07:31:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1510/1573] eta 0:00:51 lr 0.000004 time 0.4182 (0.8173) loss 1280.9329 (1310.4023) grad_norm 196.6338 (211.2092) embed_mse 1279.8706 (1309.3171) mask_bce 0.2197 (0.2445) mask_dice 0.8427 (0.8407) mem 21941MB +[2025-12-25 07:31:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1520/1573] eta 0:00:43 lr 0.000004 time 0.4235 (0.8176) loss 1298.6478 (1310.5362) grad_norm 294.0577 (211.4400) embed_mse 1297.5244 (1309.4510) mask_bce 0.2945 (0.2446) mask_dice 0.8288 (0.8407) mem 21941MB +[2025-12-25 07:31:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1530/1573] eta 0:00:35 lr 0.000004 time 0.4208 (0.8167) loss 1363.3729 (1310.5292) grad_norm 289.8441 (211.8505) embed_mse 1362.2661 (1309.4440) mask_bce 0.2413 (0.2445) mask_dice 0.8656 (0.8407) mem 21941MB +[2025-12-25 07:31:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1540/1573] eta 0:00:27 lr 0.000004 time 5.6217 (0.8202) loss 1293.1396 (1310.5027) grad_norm 193.6574 (211.7557) embed_mse 1292.0676 (1309.4177) mask_bce 0.2501 (0.2444) mask_dice 0.8219 (0.8407) mem 21941MB +[2025-12-25 07:31:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1550/1573] eta 0:00:18 lr 0.000004 time 0.4480 (0.8183) loss 1231.2015 (1310.5100) grad_norm 277.5934 (212.0968) embed_mse 1230.1166 (1309.4248) mask_bce 0.2616 (0.2445) mask_dice 0.8233 (0.8407) mem 21941MB +[2025-12-25 07:32:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1560/1573] eta 0:00:10 lr 0.000004 time 0.4223 (0.8174) loss 1317.5208 (1310.4550) grad_norm 225.8367 (211.9701) embed_mse 1316.4293 (1309.3698) mask_bce 0.2694 (0.2445) mask_dice 0.8220 (0.8407) mem 21941MB +[2025-12-25 07:32:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [24/30][1570/1573] eta 0:00:02 lr 0.000004 time 0.4233 (0.8160) loss 1304.2234 (1310.4879) grad_norm 199.1281 (211.9046) embed_mse 1303.1730 (1309.4029) mask_bce 0.1732 (0.2443) mask_dice 0.8772 (0.8408) mem 21941MB +[2025-12-25 07:32:09 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 24 training takes 0:21:23 +[2025-12-25 07:32:09 geometry_finetune_default] (utils.py 296): INFO output_geometry_finetune/es_rv_m/ckpt_epoch_24.pth saving...... +[2025-12-25 07:32:11 geometry_finetune_default] (utils.py 298): INFO 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INFO Train: [25/30][60/1573] eta 0:24:42 lr 0.000004 time 0.4218 (0.9799) loss 1275.0760 (1305.7137) grad_norm 165.9056 (187.8487) embed_mse 1273.9850 (1304.6314) mask_bce 0.2418 (0.2396) mask_dice 0.8492 (0.8428) mem 21941MB +[2025-12-25 07:33:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][70/1573] eta 0:24:28 lr 0.000004 time 0.4206 (0.9773) loss 1318.7714 (1306.9272) grad_norm 214.5162 (191.1822) embed_mse 1317.6738 (1305.8440) mask_bce 0.2672 (0.2397) mask_dice 0.8303 (0.8436) mem 21941MB +[2025-12-25 07:33:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][80/1573] eta 0:25:01 lr 0.000004 time 0.4191 (1.0054) loss 1307.3639 (1307.2216) grad_norm 196.5075 (209.9342) embed_mse 1306.2820 (1306.1351) mask_bce 0.2529 (0.2432) mask_dice 0.8289 (0.8433) mem 21941MB +[2025-12-25 07:33:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][90/1573] eta 0:26:03 lr 0.000004 time 4.8016 (1.0542) 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(train_geometry_finetune.py 372): INFO Train: [25/30][190/1573] eta 0:22:02 lr 0.000004 time 0.4261 (0.9560) loss 1297.4135 (1310.1562) grad_norm 181.9936 (204.4618) embed_mse 1296.3197 (1309.0665) mask_bce 0.2724 (0.2472) mask_dice 0.8214 (0.8425) mem 21941MB +[2025-12-25 07:35:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][200/1573] eta 0:21:50 lr 0.000004 time 0.4264 (0.9546) loss 1312.9333 (1309.8589) grad_norm 299.0862 (209.1636) embed_mse 1311.8197 (1308.7688) mask_bce 0.2758 (0.2478) mask_dice 0.8378 (0.8423) mem 21941MB +[2025-12-25 07:35:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][210/1573] eta 0:21:29 lr 0.000004 time 0.4490 (0.9459) loss 1301.0222 (1309.6389) grad_norm 151.9795 (206.9642) embed_mse 1299.9440 (1308.5487) mask_bce 0.2336 (0.2481) mask_dice 0.8446 (0.8421) mem 21941MB +[2025-12-25 07:35:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][220/1573] eta 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INFO Train: [25/30][350/1573] eta 0:18:27 lr 0.000004 time 0.4330 (0.9057) loss 1322.4623 (1308.8816) grad_norm 215.9487 (208.8731) embed_mse 1321.3828 (1307.7928) mask_bce 0.2399 (0.2472) mask_dice 0.8395 (0.8415) mem 21941MB +[2025-12-25 07:37:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][360/1573] eta 0:18:11 lr 0.000004 time 0.4224 (0.9002) loss 1291.3672 (1309.0575) grad_norm 228.2377 (208.3086) embed_mse 1290.2948 (1307.9686) mask_bce 0.2001 (0.2474) mask_dice 0.8723 (0.8415) mem 21941MB +[2025-12-25 07:37:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][370/1573] eta 0:17:58 lr 0.000004 time 0.4206 (0.8962) loss 1360.5084 (1309.4788) grad_norm 182.1457 (207.7398) embed_mse 1359.4089 (1308.3900) mask_bce 0.2488 (0.2476) mask_dice 0.8507 (0.8412) mem 21941MB +[2025-12-25 07:37:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][380/1573] eta 0:18:01 lr 0.000004 time 0.4439 (0.9063) loss 1359.4027 (1309.6297) grad_norm 143.0961 (206.3644) embed_mse 1358.3213 (1308.5410) mask_bce 0.2276 (0.2475) mask_dice 0.8539 (0.8412) mem 21941MB +[2025-12-25 07:38:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][390/1573] eta 0:17:48 lr 0.000004 time 0.4444 (0.9031) loss 1324.2302 (1309.5150) grad_norm 139.5177 (204.9718) embed_mse 1323.1217 (1308.4262) mask_bce 0.2948 (0.2475) mask_dice 0.8137 (0.8412) mem 21941MB +[2025-12-25 07:38:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][400/1573] eta 0:17:27 lr 0.000004 time 0.4612 (0.8928) loss 1278.4061 (1309.4383) grad_norm 287.5354 (208.9707) embed_mse 1277.3372 (1308.3497) mask_bce 0.2355 (0.2475) mask_dice 0.8335 (0.8411) mem 21941MB +[2025-12-25 07:38:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][410/1573] eta 0:17:18 lr 0.000004 time 0.4300 (0.8928) loss 1306.1119 (1309.5984) grad_norm 344.1458 (211.6212) 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0.8505 (0.8412) mem 21941MB +[2025-12-25 07:38:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][450/1573] eta 0:16:22 lr 0.000004 time 1.2548 (0.8748) loss 1321.7948 (1309.6846) grad_norm 300.2719 (213.7937) embed_mse 1320.7051 (1308.5965) mask_bce 0.2439 (0.2467) mask_dice 0.8458 (0.8415) mem 21941MB +[2025-12-25 07:38:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][460/1573] eta 0:16:04 lr 0.000004 time 0.4220 (0.8667) loss 1318.1117 (1309.6003) grad_norm 188.4401 (213.3489) embed_mse 1316.9896 (1308.5124) mask_bce 0.2885 (0.2466) mask_dice 0.8337 (0.8413) mem 21941MB +[2025-12-25 07:39:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][470/1573] eta 0:16:05 lr 0.000004 time 0.4232 (0.8757) loss 1311.0809 (1309.6881) grad_norm 309.9072 (215.0137) embed_mse 1309.9966 (1308.5998) mask_bce 0.2048 (0.2469) mask_dice 0.8795 (0.8414) mem 21941MB +[2025-12-25 07:39:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][480/1573] eta 0:15:58 lr 0.000004 time 0.4266 (0.8774) loss 1336.7515 (1309.7357) grad_norm 170.9096 (213.4239) embed_mse 1335.6477 (1308.6474) mask_bce 0.2680 (0.2469) mask_dice 0.8358 (0.8414) mem 21941MB +[2025-12-25 07:39:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][490/1573] eta 0:15:40 lr 0.000004 time 0.4247 (0.8682) loss 1257.9993 (1309.3891) grad_norm 157.4416 (212.5062) embed_mse 1256.9359 (1308.3009) mask_bce 0.2287 (0.2470) mask_dice 0.8346 (0.8413) mem 21941MB +[2025-12-25 07:39:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][500/1573] eta 0:15:22 lr 0.000004 time 0.4199 (0.8593) loss 1372.1652 (1309.7977) grad_norm 268.1528 (213.4037) embed_mse 1371.0759 (1308.7096) mask_bce 0.2219 (0.2468) mask_dice 0.8673 (0.8412) mem 21941MB +[2025-12-25 07:39:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO 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loss 1307.9839 (1309.7876) grad_norm 198.1857 (212.7310) embed_mse 1306.9009 (1308.6997) mask_bce 0.2240 (0.2469) mask_dice 0.8591 (0.8409) mem 21941MB +[2025-12-25 07:40:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][550/1573] eta 0:14:31 lr 0.000004 time 0.4337 (0.8516) loss 1326.7610 (1309.7616) grad_norm 169.9451 (212.1019) embed_mse 1325.6771 (1308.6739) mask_bce 0.2472 (0.2468) mask_dice 0.8366 (0.8410) mem 21941MB +[2025-12-25 07:40:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][560/1573] eta 0:14:19 lr 0.000004 time 0.4172 (0.8487) loss 1303.9376 (1309.4244) grad_norm 272.2079 (212.7184) embed_mse 1302.8564 (1308.3367) mask_bce 0.2272 (0.2469) mask_dice 0.8540 (0.8409) mem 21941MB +[2025-12-25 07:40:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][570/1573] eta 0:14:18 lr 0.000004 time 0.4234 (0.8563) loss 1354.4205 (1309.4309) grad_norm 157.7150 (211.9437) embed_mse 1353.3510 (1308.3433) mask_bce 0.2162 (0.2466) mask_dice 0.8534 (0.8410) mem 21941MB +[2025-12-25 07:40:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][580/1573] eta 0:14:06 lr 0.000004 time 0.4199 (0.8521) loss 1267.6536 (1309.3733) grad_norm 317.9013 (213.4153) embed_mse 1266.6022 (1308.2858) mask_bce 0.1996 (0.2465) mask_dice 0.8518 (0.8410) mem 21941MB +[2025-12-25 07:40:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][590/1573] eta 0:13:50 lr 0.000004 time 0.4255 (0.8449) loss 1320.7814 (1309.4304) grad_norm 278.0594 (214.3008) embed_mse 1319.7200 (1308.3423) mask_bce 0.2002 (0.2470) mask_dice 0.8612 (0.8411) mem 21941MB +[2025-12-25 07:40:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][600/1573] eta 0:13:40 lr 0.000004 time 0.4193 (0.8437) loss 1302.5127 (1309.4766) grad_norm 294.8108 (215.3297) embed_mse 1301.4023 (1308.3886) mask_bce 0.2896 (0.2468) mask_dice 0.8208 (0.8412) mem 21941MB +[2025-12-25 07:40:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][610/1573] eta 0:13:40 lr 0.000004 time 5.5970 (0.8516) loss 1342.6456 (1309.3079) grad_norm 151.5161 (214.4900) embed_mse 1341.5593 (1308.2199) mask_bce 0.2559 (0.2469) mask_dice 0.8304 (0.8411) mem 21941MB +[2025-12-25 07:40:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][620/1573] eta 0:13:25 lr 0.000004 time 0.4226 (0.8449) loss 1299.8427 (1309.4469) grad_norm 200.6335 (214.3101) embed_mse 1298.7504 (1308.3587) mask_bce 0.2534 (0.2471) mask_dice 0.8389 (0.8411) mem 21941MB +[2025-12-25 07:41:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][630/1573] eta 0:13:14 lr 0.000004 time 0.4262 (0.8426) loss 1345.3293 (1309.4380) grad_norm 215.9299 (214.3308) embed_mse 1344.2249 (1308.3497) mask_bce 0.2399 (0.2468) mask_dice 0.8646 (0.8414) mem 21941MB +[2025-12-25 07:41:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][640/1573] eta 0:13:03 lr 0.000004 time 0.4260 (0.8402) loss 1349.4255 (1309.5245) grad_norm 238.8004 (214.2783) embed_mse 1348.3295 (1308.4364) mask_bce 0.2639 (0.2467) mask_dice 0.8322 (0.8414) mem 21941MB +[2025-12-25 07:41:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][650/1573] eta 0:12:52 lr 0.000004 time 0.4233 (0.8367) loss 1272.2955 (1309.5055) grad_norm 177.5408 (213.8247) embed_mse 1271.2529 (1308.4174) mask_bce 0.1994 (0.2466) mask_dice 0.8432 (0.8414) mem 21941MB +[2025-12-25 07:41:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][660/1573] eta 0:12:49 lr 0.000004 time 0.4225 (0.8425) loss 1343.5212 (1309.5554) grad_norm 323.9720 (215.1680) embed_mse 1342.4281 (1308.4673) mask_bce 0.2424 (0.2466) mask_dice 0.8508 (0.8415) mem 21941MB +[2025-12-25 07:41:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][670/1573] eta 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07:43:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][770/1573] eta 0:11:15 lr 0.000004 time 0.4178 (0.8410) loss 1345.0477 (1309.6081) grad_norm 167.8032 (211.9734) embed_mse 1343.9880 (1308.5207) mask_bce 0.2287 (0.2456) mask_dice 0.8311 (0.8417) mem 21941MB +[2025-12-25 07:43:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][780/1573] eta 0:11:06 lr 0.000004 time 0.4223 (0.8404) loss 1326.5800 (1309.8189) grad_norm 262.9294 (212.4987) embed_mse 1325.5028 (1308.7317) mask_bce 0.2504 (0.2455) mask_dice 0.8268 (0.8417) mem 21941MB +[2025-12-25 07:43:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][790/1573] eta 0:10:57 lr 0.000004 time 0.4333 (0.8398) loss 1279.4277 (1309.9396) grad_norm 168.6444 (212.0512) embed_mse 1278.3135 (1308.8523) mask_bce 0.2660 (0.2456) mask_dice 0.8482 (0.8417) mem 21941MB +[2025-12-25 07:43:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][800/1573] eta 0:10:47 lr 0.000004 time 0.4208 (0.8382) loss 1410.9858 (1310.3043) grad_norm 257.7160 (212.0928) embed_mse 1409.8956 (1309.2170) mask_bce 0.2851 (0.2458) mask_dice 0.8051 (0.8416) mem 21941MB +[2025-12-25 07:43:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][810/1573] eta 0:10:43 lr 0.000004 time 1.1176 (0.8431) loss 1330.0894 (1310.4113) grad_norm 212.1822 (212.0937) embed_mse 1328.9701 (1309.3239) mask_bce 0.2854 (0.2458) mask_dice 0.8339 (0.8416) mem 21941MB +[2025-12-25 07:43:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][820/1573] eta 0:10:35 lr 0.000004 time 0.4532 (0.8436) loss 1266.5699 (1310.2225) grad_norm 176.6429 (211.7461) embed_mse 1265.5067 (1309.1352) mask_bce 0.2279 (0.2457) mask_dice 0.8354 (0.8416) mem 21941MB +[2025-12-25 07:43:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][830/1573] eta 0:10:28 lr 0.000004 time 0.4182 (0.8453) loss 1356.5867 (1310.3349) grad_norm 205.2628 (211.6832) embed_mse 1355.5302 (1309.2476) mask_bce 0.2040 (0.2458) mask_dice 0.8526 (0.8416) mem 21941MB +[2025-12-25 07:43:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][840/1573] eta 0:10:16 lr 0.000004 time 0.4301 (0.8417) loss 1286.1637 (1310.3909) grad_norm 185.1467 (210.9880) embed_mse 1285.0709 (1309.3037) mask_bce 0.2787 (0.2458) mask_dice 0.8141 (0.8415) mem 21941MB +[2025-12-25 07:44:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][850/1573] eta 0:10:09 lr 0.000004 time 0.4188 (0.8429) loss 1346.6241 (1310.2438) grad_norm 241.8537 (211.2792) embed_mse 1345.5266 (1309.1566) mask_bce 0.2633 (0.2458) mask_dice 0.8343 (0.8414) mem 21941MB +[2025-12-25 07:44:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][860/1573] eta 0:10:00 lr 0.000004 time 0.9781 (0.8420) loss 1280.9962 (1309.9856) grad_norm 252.8220 (211.6674) embed_mse 1279.8638 (1308.8983) mask_bce 0.3211 (0.2458) mask_dice 0.8113 (0.8415) mem 21941MB +[2025-12-25 07:44:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][870/1573] eta 0:09:50 lr 0.000004 time 0.4462 (0.8402) loss 1317.1511 (1309.9546) grad_norm 188.3025 (211.4511) embed_mse 1316.0834 (1308.8675) mask_bce 0.2271 (0.2457) mask_dice 0.8407 (0.8415) mem 21941MB +[2025-12-25 07:44:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][880/1573] eta 0:09:42 lr 0.000004 time 4.8210 (0.8404) loss 1326.8390 (1310.0772) grad_norm 244.0670 (211.6260) embed_mse 1325.7539 (1308.9902) mask_bce 0.2685 (0.2456) mask_dice 0.8165 (0.8415) mem 21941MB +[2025-12-25 07:44:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][890/1573] eta 0:09:32 lr 0.000004 time 0.4253 (0.8381) loss 1253.9558 (1309.9356) grad_norm 187.1110 (211.4051) embed_mse 1252.8832 (1308.8487) mask_bce 0.2253 (0.2455) mask_dice 0.8473 (0.8414) mem 21941MB +[2025-12-25 07:44:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][900/1573] eta 0:09:24 lr 0.000004 time 0.4231 (0.8389) loss 1262.6604 (1309.9019) grad_norm 215.7139 (211.4436) embed_mse 1261.5796 (1308.8152) mask_bce 0.2385 (0.2453) mask_dice 0.8423 (0.8414) mem 21941MB +[2025-12-25 07:44:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][910/1573] eta 0:09:18 lr 0.000003 time 0.4208 (0.8421) loss 1313.6106 (1309.7418) grad_norm 157.2547 (210.9641) embed_mse 1312.5548 (1308.6551) mask_bce 0.2089 (0.2453) mask_dice 0.8470 (0.8414) mem 21941MB +[2025-12-25 07:45:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][920/1573] eta 0:09:13 lr 0.000003 time 0.4216 (0.8471) loss 1348.3068 (1309.9084) grad_norm 251.9757 (210.9948) embed_mse 1347.2295 (1308.8217) mask_bce 0.2509 (0.2452) mask_dice 0.8265 (0.8414) mem 21941MB +[2025-12-25 07:45:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][930/1573] eta 0:09:09 lr 0.000003 time 7.7177 (0.8546) loss 1328.7435 (1309.9528) grad_norm 187.2021 (210.7897) embed_mse 1327.6337 (1308.8660) mask_bce 0.2976 (0.2455) mask_dice 0.8122 (0.8413) mem 21941MB +[2025-12-25 07:45:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][940/1573] eta 0:08:58 lr 0.000003 time 0.4414 (0.8512) loss 1310.1749 (1310.0050) grad_norm 197.5034 (210.6762) embed_mse 1309.1340 (1308.9183) mask_bce 0.1904 (0.2454) mask_dice 0.8505 (0.8413) mem 21941MB +[2025-12-25 07:45:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][950/1573] eta 0:08:52 lr 0.000003 time 0.4340 (0.8541) loss 1301.4529 (1309.9585) grad_norm 208.5503 (210.6582) embed_mse 1300.3828 (1308.8719) mask_bce 0.2086 (0.2453) mask_dice 0.8614 (0.8413) mem 21941MB +[2025-12-25 07:45:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][960/1573] eta 0:08:40 lr 0.000003 time 0.4217 (0.8496) loss 1282.8643 (1310.1652) grad_norm 184.6546 (210.9520) embed_mse 1281.7778 (1309.0786) mask_bce 0.2604 (0.2454) mask_dice 0.8261 (0.8413) mem 21941MB +[2025-12-25 07:45:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][970/1573] eta 0:08:34 lr 0.000003 time 0.4183 (0.8527) loss 1380.5420 (1310.5570) grad_norm 195.0084 (210.8202) embed_mse 1379.4482 (1309.4703) mask_bce 0.2747 (0.2453) mask_dice 0.8190 (0.8413) mem 21941MB +[2025-12-25 07:46:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][980/1573] eta 0:08:23 lr 0.000003 time 0.4194 (0.8494) loss 1331.2666 (1310.6469) grad_norm 202.0247 (210.7481) embed_mse 1330.1492 (1309.5603) mask_bce 0.2951 (0.2453) mask_dice 0.8222 (0.8413) mem 21941MB +[2025-12-25 07:46:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][990/1573] eta 0:08:15 lr 0.000003 time 0.4237 (0.8500) loss 1227.5336 (1310.4151) grad_norm 193.6884 (210.6094) embed_mse 1226.4851 (1309.3282) mask_bce 0.2191 (0.2455) mask_dice 0.8294 (0.8414) mem 21941MB +[2025-12-25 07:46:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1000/1573] eta 0:08:08 lr 0.000003 time 0.4187 (0.8524) loss 1410.2495 (1310.5844) grad_norm 276.0402 (210.5901) embed_mse 1409.1624 (1309.4977) mask_bce 0.2473 (0.2455) mask_dice 0.8399 (0.8413) mem 21941MB +[2025-12-25 07:46:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1010/1573] eta 0:07:59 lr 0.000003 time 0.4144 (0.8522) loss 1322.0056 (1310.5878) grad_norm 222.6077 (210.6854) embed_mse 1320.9154 (1309.5009) mask_bce 0.2559 (0.2457) mask_dice 0.8342 (0.8412) mem 21941MB +[2025-12-25 07:46:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1020/1573] eta 0:07:49 lr 0.000003 time 0.4190 (0.8499) loss 1354.2081 (1310.5203) grad_norm 134.5537 (210.0860) embed_mse 1353.1111 (1309.4336) mask_bce 0.2417 (0.2457) mask_dice 0.8553 (0.8411) mem 21941MB +[2025-12-25 07:46:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1030/1573] eta 0:07:41 lr 0.000003 time 2.7427 (0.8490) loss 1305.2939 (1310.5155) grad_norm 193.9321 (209.9598) embed_mse 1304.2208 (1309.4287) mask_bce 0.2420 (0.2458) mask_dice 0.8312 (0.8410) mem 21941MB +[2025-12-25 07:46:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1040/1573] eta 0:07:33 lr 0.000003 time 0.4238 (0.8502) loss 1314.1189 (1310.4893) grad_norm 156.4827 (209.4988) embed_mse 1313.0426 (1309.4025) mask_bce 0.2201 (0.2457) mask_dice 0.8563 (0.8411) mem 21941MB +[2025-12-25 07:47:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1050/1573] eta 0:07:26 lr 0.000003 time 5.3980 (0.8534) loss 1361.0032 (1310.5809) grad_norm 323.1210 (210.3661) embed_mse 1359.9611 (1309.4941) mask_bce 0.1946 (0.2458) mask_dice 0.8475 (0.8410) mem 21941MB +[2025-12-25 07:47:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1060/1573] eta 0:07:15 lr 0.000003 time 0.4193 (0.8494) loss 1316.1647 (1310.6504) grad_norm 334.3853 (211.3057) embed_mse 1315.0886 (1309.5637) mask_bce 0.2121 (0.2457) mask_dice 0.8640 (0.8410) mem 21941MB +[2025-12-25 07:47:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1070/1573] eta 0:07:07 lr 0.000003 time 0.4205 (0.8504) loss 1287.2472 (1310.6127) grad_norm 195.6336 (211.1878) embed_mse 1286.1899 (1309.5261) mask_bce 0.2045 (0.2457) mask_dice 0.8528 (0.8409) mem 21941MB +[2025-12-25 07:47:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1080/1573] eta 0:06:59 lr 0.000003 time 4.1619 (0.8512) loss 1271.3661 (1310.5704) grad_norm 255.9581 (211.1534) embed_mse 1270.2810 (1309.4839) mask_bce 0.2731 (0.2457) mask_dice 0.8120 (0.8409) mem 21941MB +[2025-12-25 07:47:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1090/1573] eta 0:06:49 lr 0.000003 time 0.4231 (0.8482) loss 1267.1434 (1310.6226) grad_norm 176.1472 (210.8960) embed_mse 1266.0635 (1309.5361) mask_bce 0.2510 (0.2456) mask_dice 0.8289 (0.8409) mem 21941MB +[2025-12-25 07:47:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1100/1573] eta 0:06:40 lr 0.000003 time 0.4350 (0.8466) loss 1279.0485 (1310.8224) grad_norm 217.7952 (210.9463) embed_mse 1277.9631 (1309.7357) mask_bce 0.2454 (0.2458) mask_dice 0.8400 (0.8409) mem 21941MB +[2025-12-25 07:47:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1110/1573] eta 0:06:31 lr 0.000003 time 0.4190 (0.8453) loss 1303.6229 (1310.8288) grad_norm 156.2685 (210.5501) embed_mse 1302.5099 (1309.7422) mask_bce 0.2541 (0.2458) mask_dice 0.8589 (0.8409) mem 21941MB +[2025-12-25 07:48:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1120/1573] eta 0:06:23 lr 0.000003 time 0.4207 (0.8470) loss 1302.3855 (1310.8642) grad_norm 158.7673 (209.8608) embed_mse 1301.3394 (1309.7777) mask_bce 0.2045 (0.2457) mask_dice 0.8416 (0.8408) mem 21941MB +[2025-12-25 07:48:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1130/1573] eta 0:06:14 lr 0.000003 time 0.4214 (0.8462) loss 1386.8579 (1311.1218) grad_norm 154.5227 (209.4683) embed_mse 1385.7262 (1310.0351) mask_bce 0.2924 (0.2458) mask_dice 0.8394 (0.8408) mem 21941MB +[2025-12-25 07:48:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1140/1573] eta 0:06:04 lr 0.000003 time 0.4297 (0.8424) loss 1284.5746 (1310.9753) grad_norm 159.7268 (209.1180) embed_mse 1283.4523 (1309.8884) mask_bce 0.3164 (0.2462) mask_dice 0.8059 (0.8407) mem 21941MB +[2025-12-25 07:48:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1150/1573] eta 0:05:55 lr 0.000003 time 0.4223 (0.8405) loss 1285.4150 (1310.8348) grad_norm 166.2033 (208.8179) embed_mse 1284.2980 (1309.7479) mask_bce 0.2658 (0.2463) mask_dice 0.8514 (0.8406) mem 21941MB +[2025-12-25 07:48:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1160/1573] eta 0:05:47 lr 0.000003 time 0.4205 (0.8409) loss 1284.4752 (1310.8584) grad_norm 180.6203 (208.4529) embed_mse 1283.4102 (1309.7715) mask_bce 0.2108 (0.2463) mask_dice 0.8542 (0.8406) mem 21941MB +[2025-12-25 07:48:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1170/1573] eta 0:05:38 lr 0.000003 time 0.4267 (0.8388) loss 1309.6890 (1310.8656) grad_norm 173.5334 (208.2137) embed_mse 1308.6250 (1309.7788) mask_bce 0.2391 (0.2463) mask_dice 0.8249 (0.8405) mem 21941MB +[2025-12-25 07:48:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1180/1573] eta 0:05:29 lr 0.000003 time 0.4218 (0.8378) loss 1311.1554 (1310.7901) grad_norm 177.0744 (208.0018) embed_mse 1310.0537 (1309.7032) mask_bce 0.2635 (0.2465) mask_dice 0.8383 (0.8404) mem 21941MB +[2025-12-25 07:48:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1190/1573] eta 0:05:20 lr 0.000003 time 0.4260 (0.8370) loss 1293.5699 (1310.7804) grad_norm 455.3270 (209.6730) embed_mse 1292.4971 (1309.6935) mask_bce 0.2085 (0.2465) mask_dice 0.8644 (0.8404) mem 21941MB +[2025-12-25 07:48:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1200/1573] eta 0:05:11 lr 0.000003 time 0.4203 (0.8350) loss 1292.2177 (1310.9993) grad_norm 233.5036 (209.6250) embed_mse 1291.1615 (1309.9125) mask_bce 0.1873 (0.2463) mask_dice 0.8689 (0.8405) mem 21941MB +[2025-12-25 07:49:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1210/1573] eta 0:05:03 lr 0.000003 time 0.4450 (0.8349) loss 1327.0447 (1311.0307) grad_norm 250.6471 (209.8966) embed_mse 1325.9918 (1309.9439) mask_bce 0.2169 (0.2463) mask_dice 0.8359 (0.8405) mem 21941MB +[2025-12-25 07:49:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1220/1573] eta 0:04:54 lr 0.000003 time 0.4306 (0.8338) loss 1332.8751 (1310.9084) grad_norm 169.0051 (209.6276) embed_mse 1331.8219 (1309.8216) mask_bce 0.2030 (0.2462) mask_dice 0.8503 (0.8405) mem 21941MB +[2025-12-25 07:49:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1230/1573] eta 0:04:45 lr 0.000003 time 0.4219 (0.8317) loss 1340.0238 (1310.8737) grad_norm 187.1104 (209.4804) embed_mse 1338.9257 (1309.7870) mask_bce 0.2667 (0.2463) mask_dice 0.8316 (0.8405) mem 21941MB +[2025-12-25 07:49:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1240/1573] eta 0:04:37 lr 0.000003 time 0.4214 (0.8337) loss 1318.7457 (1310.8926) grad_norm 231.9465 (209.8217) embed_mse 1317.6946 (1309.8060) mask_bce 0.1880 (0.2460) mask_dice 0.8631 (0.8405) mem 21941MB +[2025-12-25 07:49:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1250/1573] eta 0:04:29 lr 0.000003 time 0.4196 (0.8331) loss 1282.5879 (1310.7890) grad_norm 178.7622 (209.6226) embed_mse 1281.4851 (1309.7025) mask_bce 0.2794 (0.2460) mask_dice 0.8234 (0.8405) mem 21941MB +[2025-12-25 07:49:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1260/1573] eta 0:04:21 lr 0.000003 time 0.4199 (0.8356) loss 1297.9738 (1310.8076) grad_norm 156.4294 (209.2838) embed_mse 1296.8795 (1309.7211) mask_bce 0.2480 (0.2462) mask_dice 0.8461 (0.8404) mem 21941MB +[2025-12-25 07:50:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1270/1573] eta 0:04:14 lr 0.000003 time 0.4248 (0.8413) loss 1290.1088 (1310.7349) grad_norm 247.9039 (209.5282) embed_mse 1289.0181 (1309.6483) mask_bce 0.2633 (0.2462) mask_dice 0.8274 (0.8404) mem 21941MB +[2025-12-25 07:50:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1280/1573] eta 0:04:06 lr 0.000003 time 0.4508 (0.8401) loss 1240.4858 (1310.6472) grad_norm 181.3594 (209.6003) embed_mse 1239.4067 (1309.5607) mask_bce 0.2248 (0.2460) mask_dice 0.8544 (0.8404) mem 21941MB +[2025-12-25 07:50:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1290/1573] eta 0:03:57 lr 0.000003 time 0.4205 (0.8389) loss 1358.1256 (1310.7957) grad_norm 179.0569 (209.4106) embed_mse 1357.0378 (1309.7091) mask_bce 0.2389 (0.2461) mask_dice 0.8488 (0.8404) mem 21941MB +[2025-12-25 07:50:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1300/1573] eta 0:03:49 lr 0.000003 time 0.4463 (0.8412) loss 1300.2413 (1310.8205) grad_norm 284.7553 (209.8757) embed_mse 1299.1710 (1309.7340) mask_bce 0.2146 (0.2460) mask_dice 0.8558 (0.8405) mem 21941MB +[2025-12-25 07:50:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1310/1573] eta 0:03:41 lr 0.000003 time 0.4221 (0.8413) loss 1283.7933 (1310.7901) grad_norm 181.0908 (209.6991) embed_mse 1282.7097 (1309.7037) mask_bce 0.2129 (0.2460) mask_dice 0.8708 (0.8405) mem 21941MB +[2025-12-25 07:50:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1320/1573] eta 0:03:32 lr 0.000003 time 0.4218 (0.8407) loss 1296.9056 (1310.8382) grad_norm 181.2799 (209.3372) embed_mse 1295.8221 (1309.7519) mask_bce 0.2277 (0.2459) mask_dice 0.8558 (0.8405) mem 21941MB +[2025-12-25 07:50:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1330/1573] eta 0:03:23 lr 0.000003 time 0.4187 (0.8394) loss 1315.3966 (1310.7283) grad_norm 209.8061 (209.3400) embed_mse 1314.3300 (1309.6419) mask_bce 0.2390 (0.2459) mask_dice 0.8276 (0.8405) mem 21941MB +[2025-12-25 07:50:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1340/1573] eta 0:03:15 lr 0.000003 time 0.4249 (0.8406) loss 1266.7760 (1310.7411) grad_norm 184.7007 (209.1924) embed_mse 1265.7053 (1309.6548) mask_bce 0.2064 (0.2458) mask_dice 0.8643 (0.8406) mem 21941MB +[2025-12-25 07:51:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1350/1573] eta 0:03:07 lr 0.000003 time 0.4210 (0.8400) loss 1338.8190 (1310.8049) grad_norm 219.4405 (209.2534) embed_mse 1337.7505 (1309.7184) mask_bce 0.2074 (0.2459) mask_dice 0.8611 (0.8406) mem 21941MB +[2025-12-25 07:51:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1360/1573] eta 0:02:59 lr 0.000003 time 0.4339 (0.8404) loss 1310.6599 (1311.0310) grad_norm 196.5085 (209.5020) embed_mse 1309.5962 (1309.9445) mask_bce 0.2149 (0.2458) mask_dice 0.8488 (0.8406) mem 21941MB +[2025-12-25 07:51:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1370/1573] eta 0:02:51 lr 0.000003 time 0.4189 (0.8425) loss 1284.2024 (1311.0810) grad_norm 197.7758 (209.4334) embed_mse 1283.1379 (1309.9946) mask_bce 0.2260 (0.2458) mask_dice 0.8385 (0.8406) mem 21941MB +[2025-12-25 07:51:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1380/1573] eta 0:02:42 lr 0.000003 time 0.6488 (0.8399) loss 1296.9116 (1310.9676) grad_norm 199.3318 (209.3747) embed_mse 1295.7896 (1309.8813) mask_bce 0.2820 (0.2457) mask_dice 0.8401 (0.8406) mem 21941MB +[2025-12-25 07:51:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1390/1573] eta 0:02:34 lr 0.000003 time 4.0282 (0.8429) loss 1326.7588 (1311.0070) grad_norm 210.7162 (209.3824) embed_mse 1325.6722 (1309.9207) mask_bce 0.2554 (0.2457) mask_dice 0.8312 (0.8406) mem 21941MB +[2025-12-25 07:51:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1400/1573] eta 0:02:25 lr 0.000003 time 0.4550 (0.8400) loss 1335.7145 (1310.9476) grad_norm 246.0862 (209.3638) embed_mse 1334.6588 (1309.8613) mask_bce 0.1886 (0.2455) mask_dice 0.8670 (0.8407) mem 21941MB +[2025-12-25 07:51:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1410/1573] eta 0:02:16 lr 0.000003 time 0.4306 (0.8371) loss 1299.6812 (1310.8730) grad_norm 179.6644 (209.1951) embed_mse 1298.6173 (1309.7868) mask_bce 0.2235 (0.2455) mask_dice 0.8403 (0.8407) mem 21941MB +[2025-12-25 07:51:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1420/1573] eta 0:02:07 lr 0.000003 time 0.4248 (0.8357) loss 1296.3613 (1310.8455) grad_norm 157.1243 (208.9009) embed_mse 1295.2815 (1309.7592) mask_bce 0.2591 (0.2456) mask_dice 0.8208 (0.8407) mem 21941MB +[2025-12-25 07:52:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1430/1573] eta 0:01:59 lr 0.000003 time 0.4229 (0.8330) loss 1279.5330 (1310.9054) grad_norm 194.7957 (208.8216) embed_mse 1278.4762 (1309.8192) mask_bce 0.2206 (0.2455) mask_dice 0.8361 (0.8407) mem 21941MB +[2025-12-25 07:52:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1440/1573] eta 0:01:50 lr 0.000003 time 0.4209 (0.8330) loss 1321.9871 (1310.8123) grad_norm 159.4262 (208.9856) embed_mse 1320.9150 (1309.7261) mask_bce 0.2236 (0.2455) mask_dice 0.8483 (0.8407) mem 21941MB +[2025-12-25 07:52:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1450/1573] eta 0:01:42 lr 0.000003 time 0.4175 (0.8328) loss 1295.0525 (1310.7612) grad_norm 169.7951 (208.7691) embed_mse 1293.9945 (1309.6750) mask_bce 0.2186 (0.2455) mask_dice 0.8393 (0.8407) mem 21941MB +[2025-12-25 07:52:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1460/1573] eta 0:01:33 lr 0.000003 time 1.4960 (0.8315) loss 1367.0414 (1310.6895) grad_norm 170.2735 (208.5575) embed_mse 1365.9640 (1309.6033) mask_bce 0.2442 (0.2455) mask_dice 0.8332 (0.8407) mem 21941MB +[2025-12-25 07:52:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1470/1573] eta 0:01:25 lr 0.000003 time 0.4160 (0.8331) loss 1324.0656 (1310.6921) grad_norm 157.0093 (208.2758) embed_mse 1322.9637 (1309.6059) mask_bce 0.2728 (0.2455) mask_dice 0.8289 (0.8407) mem 21941MB +[2025-12-25 07:52:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1480/1573] eta 0:01:17 lr 0.000003 time 0.4259 (0.8320) loss 1272.5430 (1310.6951) grad_norm 155.9355 (208.0317) embed_mse 1271.4617 (1309.6089) mask_bce 0.2681 (0.2455) mask_dice 0.8131 (0.8406) mem 21941MB +[2025-12-25 07:52:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1490/1573] eta 0:01:08 lr 0.000003 time 0.4261 (0.8293) loss 1246.0068 (1310.6592) grad_norm 150.1185 (207.7204) embed_mse 1244.9427 (1309.5732) mask_bce 0.2130 (0.2454) mask_dice 0.8511 (0.8407) mem 21941MB +[2025-12-25 07:52:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1500/1573] eta 0:01:00 lr 0.000003 time 0.4181 (0.8277) loss 1283.8193 (1310.6669) grad_norm 212.2522 (207.7446) embed_mse 1282.7416 (1309.5808) mask_bce 0.2446 (0.2454) mask_dice 0.8331 (0.8407) mem 21941MB +[2025-12-25 07:52:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1510/1573] eta 0:00:51 lr 0.000003 time 0.7401 (0.8253) loss 1245.4152 (1310.5907) grad_norm 203.2460 (207.7207) embed_mse 1244.2538 (1309.5046) mask_bce 0.3044 (0.2454) mask_dice 0.8570 (0.8407) mem 21941MB +[2025-12-25 07:53:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1520/1573] eta 0:00:43 lr 0.000003 time 0.4203 (0.8235) loss 1330.2499 (1310.5828) grad_norm 373.5384 (208.3286) embed_mse 1329.1697 (1309.4969) mask_bce 0.2449 (0.2452) mask_dice 0.8353 (0.8407) mem 21941MB +[2025-12-25 07:53:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1530/1573] eta 0:00:35 lr 0.000003 time 0.4253 (0.8245) loss 1287.2627 (1310.6250) grad_norm 253.0967 (208.5630) embed_mse 1286.1681 (1309.5391) mask_bce 0.2493 (0.2452) mask_dice 0.8453 (0.8407) mem 21941MB +[2025-12-25 07:53:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1540/1573] eta 0:00:27 lr 0.000003 time 4.6759 (0.8258) loss 1349.8014 (1310.7031) grad_norm 175.1714 (208.3891) embed_mse 1348.7053 (1309.6171) mask_bce 0.2683 (0.2453) mask_dice 0.8278 (0.8407) mem 21941MB +[2025-12-25 07:53:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1550/1573] eta 0:00:18 lr 0.000003 time 0.4204 (0.8254) loss 1423.3766 (1311.0037) grad_norm 213.3717 (208.4149) embed_mse 1422.3308 (1309.9178) mask_bce 0.2115 (0.2452) mask_dice 0.8343 (0.8407) mem 21941MB +[2025-12-25 07:53:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1560/1573] eta 0:00:10 lr 0.000003 time 0.4193 (0.8267) loss 1371.9044 (1310.9989) grad_norm 245.9965 (208.4736) embed_mse 1370.8208 (1309.9130) mask_bce 0.2378 (0.2452) mask_dice 0.8458 (0.8408) mem 21941MB +[2025-12-25 07:53:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [25/30][1570/1573] eta 0:00:02 lr 0.000003 time 0.4195 (0.8242) loss 1257.1801 (1311.0326) grad_norm 226.8151 (208.5671) embed_mse 1256.1104 (1309.9468) mask_bce 0.2231 (0.2451) mask_dice 0.8466 (0.8408) mem 21941MB +[2025-12-25 07:53:52 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 25 training takes 0:21:40 +[2025-12-25 07:53:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][0/1573] eta 2:58:41 lr 0.000003 time 6.8162 (6.8162) loss 1256.9677 (1256.9677) grad_norm 0.0000 (0.0000) embed_mse 1255.8549 (1255.8549) mask_bce 0.2741 (0.2741) mask_dice 0.8388 (0.8388) mem 21941MB +[2025-12-25 07:54:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][10/1573] eta 0:40:15 lr 0.000003 time 0.7509 (1.5455) loss 1292.3232 (1306.8688) grad_norm 351.2240 (351.2240) embed_mse 1291.2228 (1305.7808) mask_bce 0.2745 (0.2446) mask_dice 0.8259 (0.8433) mem 21941MB +[2025-12-25 07:54:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][20/1573] eta 0:30:14 lr 0.000003 time 0.4254 (1.1686) loss 1318.3475 (1303.1637) grad_norm 192.9787 (272.1013) embed_mse 1317.2462 (1302.0778) mask_bce 0.2618 (0.2475) mask_dice 0.8395 (0.8384) mem 21941MB +[2025-12-25 07:54:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][30/1573] eta 0:26:45 lr 0.000003 time 0.4517 (1.0407) loss 1319.4478 (1305.4125) grad_norm 202.4388 (248.8805) embed_mse 1318.3612 (1304.3260) mask_bce 0.2589 (0.2475) mask_dice 0.8277 (0.8391) mem 21941MB +[2025-12-25 07:54:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][40/1573] eta 0:26:27 lr 0.000003 time 0.4430 (1.0353) loss 1369.1954 (1305.0776) grad_norm 198.4984 (237.6025) embed_mse 1368.1190 (1303.9915) mask_bce 0.2386 (0.2498) mask_dice 0.8377 (0.8363) mem 21941MB +[2025-12-25 07:54:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][50/1573] eta 0:27:04 lr 0.000003 time 0.4263 (1.0668) loss 1352.6538 (1310.0446) grad_norm 164.8329 (225.4742) embed_mse 1351.5758 (1308.9597) mask_bce 0.2537 (0.2474) mask_dice 0.8244 (0.8375) mem 21941MB +[2025-12-25 07:54:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][60/1573] eta 0:24:22 lr 0.000003 time 0.4286 (0.9667) loss 1327.6588 (1312.0464) grad_norm 288.8314 (234.5253) embed_mse 1326.5809 (1310.9607) mask_bce 0.2302 (0.2483) mask_dice 0.8477 (0.8374) mem 21941MB +[2025-12-25 07:54:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][70/1573] eta 0:22:51 lr 0.000003 time 0.4191 (0.9125) loss 1257.1907 (1309.2955) grad_norm 171.1082 (226.5981) embed_mse 1256.1100 (1308.2102) mask_bce 0.2592 (0.2472) mask_dice 0.8215 (0.8381) mem 21941MB +[2025-12-25 07:55:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][80/1573] eta 0:22:40 lr 0.000003 time 0.9961 (0.9112) loss 1384.9858 (1310.7242) grad_norm 198.4239 (226.7300) embed_mse 1383.8557 (1309.6372) mask_bce 0.2809 (0.2486) mask_dice 0.8493 (0.8385) mem 21941MB +[2025-12-25 07:55:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][90/1573] eta 0:22:05 lr 0.000003 time 0.4306 (0.8937) loss 1291.6503 (1310.3115) grad_norm 293.0931 (232.7630) embed_mse 1290.5815 (1309.2251) mask_bce 0.2011 (0.2471) mask_dice 0.8675 (0.8393) mem 21941MB +[2025-12-25 07:55:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][100/1573] eta 0:22:54 lr 0.000003 time 0.4242 (0.9334) loss 1222.7349 (1309.1782) grad_norm 206.7724 (230.5971) embed_mse 1221.6478 (1308.0915) mask_bce 0.2709 (0.2474) mask_dice 0.8162 (0.8392) mem 21941MB +[2025-12-25 07:55:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][110/1573] eta 0:23:03 lr 0.000003 time 0.4262 (0.9458) loss 1330.4712 (1306.8358) grad_norm 224.8703 (230.1566) embed_mse 1329.3948 (1305.7507) mask_bce 0.2344 (0.2455) mask_dice 0.8421 (0.8396) mem 21941MB +[2025-12-25 07:55:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][120/1573] eta 0:21:53 lr 0.000003 time 0.4241 (0.9037) loss 1299.0583 (1307.5622) grad_norm 162.4370 (220.2310) embed_mse 1297.9829 (1306.4770) mask_bce 0.2165 (0.2454) mask_dice 0.8590 (0.8398) mem 21941MB +[2025-12-25 07:55:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][130/1573] eta 0:21:07 lr 0.000003 time 0.4231 (0.8781) loss 1279.0933 (1307.1128) grad_norm 239.9914 (221.4660) embed_mse 1278.0107 (1306.0285) mask_bce 0.2438 (0.2444) mask_dice 0.8387 (0.8399) mem 21941MB +[2025-12-25 07:55:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][140/1573] eta 0:21:13 lr 0.000003 time 0.4255 (0.8889) loss 1350.1355 (1307.9469) grad_norm 156.4356 (217.6407) embed_mse 1349.0707 (1306.8621) mask_bce 0.2372 (0.2448) mask_dice 0.8277 (0.8401) mem 21941MB +[2025-12-25 07:56:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][150/1573] eta 0:21:01 lr 0.000003 time 2.9957 (0.8868) loss 1210.2021 (1307.0518) grad_norm 215.6095 (217.5278) embed_mse 1209.1561 (1305.9667) mask_bce 0.2102 (0.2456) mask_dice 0.8358 (0.8395) mem 21941MB +[2025-12-25 07:56:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][160/1573] eta 0:20:32 lr 0.000003 time 0.4224 (0.8725) loss 1290.4885 (1307.5286) grad_norm 179.3216 (214.9809) embed_mse 1289.4152 (1306.4435) mask_bce 0.2512 (0.2455) mask_dice 0.8222 (0.8395) mem 21941MB +[2025-12-25 07:56:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][170/1573] eta 0:20:18 lr 0.000003 time 0.4226 (0.8686) loss 1342.4309 (1307.4428) grad_norm 208.0685 (214.6517) embed_mse 1341.3632 (1306.3587) mask_bce 0.2227 (0.2444) mask_dice 0.8450 (0.8397) mem 21941MB +[2025-12-25 07:56:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][180/1573] eta 0:19:45 lr 0.000003 time 0.4226 (0.8511) loss 1274.6621 (1307.7045) grad_norm 173.9672 (212.8025) embed_mse 1273.6013 (1306.6203) mask_bce 0.2014 (0.2445) mask_dice 0.8593 (0.8397) mem 21941MB +[2025-12-25 07:56:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][190/1573] eta 0:19:29 lr 0.000003 time 0.4213 (0.8454) loss 1341.4706 (1307.1189) grad_norm 171.0244 (210.9860) embed_mse 1340.3884 (1306.0343) mask_bce 0.2326 (0.2448) mask_dice 0.8495 (0.8398) mem 21941MB +[2025-12-25 07:56:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][200/1573] eta 0:19:54 lr 0.000003 time 0.4238 (0.8697) loss 1303.1024 (1306.6586) grad_norm 436.1412 (222.2950) embed_mse 1302.0161 (1305.5744) mask_bce 0.2372 (0.2442) mask_dice 0.8492 (0.8400) mem 21941MB +[2025-12-25 07:56:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][210/1573] eta 0:19:34 lr 0.000003 time 0.4257 (0.8617) loss 1369.1434 (1306.9260) grad_norm 309.2434 (225.6392) embed_mse 1368.0649 (1305.8413) mask_bce 0.2178 (0.2447) mask_dice 0.8605 (0.8401) mem 21941MB +[2025-12-25 07:56:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][220/1573] eta 0:18:59 lr 0.000003 time 0.4229 (0.8419) loss 1251.3480 (1307.4552) grad_norm 136.8484 (222.3507) embed_mse 1250.2799 (1306.3703) mask_bce 0.2309 (0.2444) mask_dice 0.8371 (0.8405) mem 21941MB +[2025-12-25 07:57:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][230/1573] eta 0:19:27 lr 0.000003 time 4.4815 (0.8691) loss 1269.8406 (1306.9198) grad_norm 214.9358 (222.0858) embed_mse 1268.7439 (1305.8350) mask_bce 0.2745 (0.2444) mask_dice 0.8221 (0.8405) mem 21941MB +[2025-12-25 07:57:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][240/1573] eta 0:19:02 lr 0.000003 time 0.4546 (0.8572) loss 1355.0582 (1307.2227) grad_norm 172.3032 (217.8810) embed_mse 1353.9888 (1306.1374) mask_bce 0.2339 (0.2448) mask_dice 0.8356 (0.8405) mem 21941MB +[2025-12-25 07:57:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][250/1573] eta 0:19:19 lr 0.000003 time 3.6343 (0.8762) loss 1311.5714 (1306.9730) grad_norm 165.6815 (216.1971) embed_mse 1310.5238 (1305.8871) mask_bce 0.1949 (0.2454) mask_dice 0.8526 (0.8405) mem 21941MB +[2025-12-25 07:57:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][260/1573] eta 0:19:04 lr 0.000003 time 0.4205 (0.8716) loss 1303.9454 (1306.9148) grad_norm 204.1104 (215.8194) embed_mse 1302.8763 (1305.8291) mask_bce 0.1953 (0.2453) mask_dice 0.8738 (0.8404) mem 21941MB +[2025-12-25 07:57:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][270/1573] eta 0:18:35 lr 0.000003 time 0.7271 (0.8562) loss 1290.5719 (1306.8337) grad_norm 236.6693 (216.4513) embed_mse 1289.5120 (1305.7477) mask_bce 0.2287 (0.2457) mask_dice 0.8312 (0.8403) mem 21941MB +[2025-12-25 07:57:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][280/1573] eta 0:18:16 lr 0.000003 time 0.4222 (0.8477) loss 1315.6875 (1306.6995) grad_norm 196.6635 (214.9491) embed_mse 1314.5988 (1305.6129) mask_bce 0.2661 (0.2465) mask_dice 0.8227 (0.8401) mem 21941MB +[2025-12-25 07:58:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][290/1573] eta 0:18:18 lr 0.000003 time 0.4231 (0.8560) loss 1319.7457 (1307.3081) grad_norm 239.7678 (215.6385) embed_mse 1318.6968 (1306.2211) mask_bce 0.1967 (0.2465) mask_dice 0.8522 (0.8405) mem 21941MB +[2025-12-25 07:58:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][300/1573] eta 0:18:18 lr 0.000003 time 4.2746 (0.8628) loss 1321.0593 (1307.1358) grad_norm 263.4501 (216.9307) embed_mse 1320.0208 (1306.0490) mask_bce 0.1638 (0.2462) mask_dice 0.8747 (0.8405) mem 21941MB +[2025-12-25 07:58:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][310/1573] eta 0:18:19 lr 0.000003 time 0.4251 (0.8703) loss 1326.9424 (1307.3922) grad_norm 195.3002 (216.3615) embed_mse 1325.8444 (1306.3054) mask_bce 0.2592 (0.2466) mask_dice 0.8389 (0.8402) mem 21941MB +[2025-12-25 07:58:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][320/1573] eta 0:18:24 lr 0.000003 time 0.4194 (0.8817) loss 1296.3677 (1307.2507) grad_norm 165.5164 (216.0616) embed_mse 1295.2865 (1306.1639) mask_bce 0.2406 (0.2467) mask_dice 0.8405 (0.8401) mem 21941MB +[2025-12-25 07:58:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][330/1573] eta 0:17:58 lr 0.000003 time 0.4203 (0.8680) loss 1346.8252 (1307.9854) grad_norm 215.8261 (216.0558) embed_mse 1345.7227 (1306.8990) mask_bce 0.2600 (0.2463) mask_dice 0.8425 (0.8401) mem 21941MB +[2025-12-25 07:58:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][340/1573] eta 0:17:49 lr 0.000003 time 0.4353 (0.8670) loss 1371.7343 (1308.1662) grad_norm 182.8138 (215.2643) embed_mse 1370.6617 (1307.0800) mask_bce 0.2016 (0.2461) mask_dice 0.8708 (0.8401) mem 21941MB +[2025-12-25 07:59:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][350/1573] eta 0:18:04 lr 0.000003 time 0.4230 (0.8869) loss 1314.7394 (1307.9720) grad_norm 167.4525 (214.1524) embed_mse 1313.6172 (1306.8857) mask_bce 0.2786 (0.2462) mask_dice 0.8436 (0.8401) mem 21941MB +[2025-12-25 07:59:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][360/1573] eta 0:17:54 lr 0.000003 time 0.4243 (0.8861) loss 1327.8943 (1308.7707) grad_norm 230.3287 (217.3858) embed_mse 1326.8225 (1307.6841) mask_bce 0.2251 (0.2464) mask_dice 0.8466 (0.8402) mem 21941MB +[2025-12-25 07:59:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][370/1573] eta 0:17:38 lr 0.000003 time 0.4187 (0.8795) loss 1303.3473 (1309.0317) grad_norm 164.4105 (216.2341) embed_mse 1302.2842 (1307.9450) mask_bce 0.2396 (0.2464) mask_dice 0.8235 (0.8403) mem 21941MB +[2025-12-25 07:59:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][380/1573] eta 0:17:33 lr 0.000003 time 0.4197 (0.8827) loss 1328.7584 (1308.1853) grad_norm 254.2656 (217.0433) embed_mse 1327.6670 (1307.0989) mask_bce 0.2680 (0.2462) mask_dice 0.8234 (0.8403) mem 21941MB +[2025-12-25 07:59:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][390/1573] eta 0:17:27 lr 0.000003 time 0.4251 (0.8856) loss 1251.6730 (1308.1529) grad_norm 249.6445 (217.7225) embed_mse 1250.5624 (1307.0669) mask_bce 0.2899 (0.2456) mask_dice 0.8208 (0.8404) mem 21941MB +[2025-12-25 07:59:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][400/1573] eta 0:17:05 lr 0.000003 time 0.4194 (0.8740) loss 1261.2542 (1307.8084) grad_norm 150.8581 (215.1645) embed_mse 1260.1716 (1306.7226) mask_bce 0.2088 (0.2452) mask_dice 0.8737 (0.8405) mem 21941MB +[2025-12-25 07:59:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][410/1573] eta 0:16:53 lr 0.000003 time 0.4314 (0.8712) loss 1300.0284 (1307.9946) grad_norm 217.2070 (215.2046) embed_mse 1298.9601 (1306.9083) mask_bce 0.2248 (0.2457) mask_dice 0.8435 (0.8406) mem 21941MB +[2025-12-25 07:59:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][420/1573] eta 0:16:36 lr 0.000003 time 0.4176 (0.8639) loss 1319.7518 (1307.9157) grad_norm 254.8931 (215.9678) embed_mse 1318.6775 (1306.8294) mask_bce 0.2568 (0.2457) mask_dice 0.8174 (0.8406) mem 21941MB +[2025-12-25 08:00:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][430/1573] eta 0:16:28 lr 0.000003 time 0.4209 (0.8646) loss 1286.8539 (1307.8623) grad_norm 204.9786 (215.7605) embed_mse 1285.7510 (1306.7762) mask_bce 0.2667 (0.2455) mask_dice 0.8362 (0.8406) mem 21941MB +[2025-12-25 08:00:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][440/1573] eta 0:16:15 lr 0.000003 time 0.4210 (0.8608) loss 1299.6038 (1308.1217) grad_norm 395.0498 (218.7195) embed_mse 1298.5211 (1307.0355) mask_bce 0.2390 (0.2457) mask_dice 0.8436 (0.8405) mem 21941MB +[2025-12-25 08:00:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][450/1573] eta 0:16:06 lr 0.000003 time 0.4167 (0.8605) loss 1323.5278 (1307.9647) grad_norm 319.4163 (220.5176) embed_mse 1322.4755 (1306.8787) mask_bce 0.1853 (0.2453) mask_dice 0.8670 (0.8407) mem 21941MB +[2025-12-25 08:00:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][460/1573] eta 0:16:06 lr 0.000003 time 0.4209 (0.8680) loss 1250.2900 (1307.8536) grad_norm 229.2633 (220.6711) embed_mse 1249.1086 (1306.7676) mask_bce 0.3350 (0.2454) mask_dice 0.8464 (0.8406) mem 21941MB +[2025-12-25 08:00:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][470/1573] eta 0:15:51 lr 0.000003 time 0.4278 (0.8630) loss 1285.5925 (1307.6363) grad_norm 154.0954 (219.5232) embed_mse 1284.5275 (1306.5506) mask_bce 0.2477 (0.2452) mask_dice 0.8174 (0.8406) mem 21941MB +[2025-12-25 08:00:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][480/1573] eta 0:15:36 lr 0.000003 time 0.4250 (0.8570) loss 1341.3191 (1307.8973) grad_norm 238.7176 (224.1453) embed_mse 1340.2333 (1306.8115) mask_bce 0.2412 (0.2453) mask_dice 0.8446 (0.8406) mem 21941MB +[2025-12-25 08:00:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][490/1573] eta 0:15:23 lr 0.000003 time 0.4215 (0.8523) loss 1302.1046 (1308.6049) grad_norm 205.9314 (223.8467) embed_mse 1301.0024 (1307.5189) mask_bce 0.2343 (0.2453) mask_dice 0.8679 (0.8407) mem 21941MB +[2025-12-25 08:00:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][500/1573] eta 0:15:15 lr 0.000003 time 0.4182 (0.8532) loss 1361.8024 (1308.5850) grad_norm 202.1672 (223.4970) embed_mse 1360.7056 (1307.4993) mask_bce 0.2587 (0.2448) mask_dice 0.8381 (0.8408) mem 21941MB +[2025-12-25 08:01:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][510/1573] eta 0:15:17 lr 0.000003 time 0.4203 (0.8627) loss 1248.6384 (1308.4360) grad_norm 186.0930 (222.9033) embed_mse 1247.5293 (1307.3503) mask_bce 0.2966 (0.2450) mask_dice 0.8125 (0.8406) mem 21941MB +[2025-12-25 08:01:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][520/1573] eta 0:15:05 lr 0.000003 time 0.4257 (0.8601) loss 1312.4928 (1308.4681) grad_norm 165.2620 (221.3325) embed_mse 1311.4366 (1307.3826) mask_bce 0.2268 (0.2450) mask_dice 0.8294 (0.8406) mem 21941MB +[2025-12-25 08:01:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][530/1573] eta 0:14:49 lr 0.000003 time 0.4166 (0.8525) loss 1343.4302 (1308.6284) grad_norm 276.2997 (222.1654) embed_mse 1342.3218 (1307.5427) mask_bce 0.2864 (0.2452) mask_dice 0.8220 (0.8405) mem 21941MB +[2025-12-25 08:01:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][540/1573] eta 0:14:48 lr 0.000003 time 0.4203 (0.8600) loss 1305.9246 (1308.7308) grad_norm 169.5841 (221.3806) embed_mse 1304.8264 (1307.6452) mask_bce 0.2746 (0.2451) mask_dice 0.8236 (0.8405) mem 21941MB +[2025-12-25 08:01:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][550/1573] eta 0:14:40 lr 0.000003 time 0.4577 (0.8607) loss 1290.0078 (1308.9685) grad_norm 189.1734 (220.9069) embed_mse 1288.9138 (1307.8829) mask_bce 0.2789 (0.2452) mask_dice 0.8152 (0.8404) mem 21941MB +[2025-12-25 08:02:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][560/1573] eta 0:14:42 lr 0.000003 time 0.4220 (0.8714) loss 1320.3663 (1309.1702) grad_norm 209.5724 (220.4957) embed_mse 1319.2791 (1308.0845) mask_bce 0.2605 (0.2453) mask_dice 0.8268 (0.8405) mem 21941MB +[2025-12-25 08:02:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][570/1573] eta 0:14:35 lr 0.000003 time 0.4211 (0.8724) loss 1308.6890 (1309.1006) grad_norm 162.7301 (219.6821) embed_mse 1307.6031 (1308.0146) mask_bce 0.2466 (0.2455) mask_dice 0.8392 (0.8405) mem 21941MB +[2025-12-25 08:02:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][580/1573] eta 0:14:35 lr 0.000003 time 0.4226 (0.8819) loss 1321.8920 (1308.8875) grad_norm 188.5955 (219.2503) embed_mse 1320.7649 (1307.8017) mask_bce 0.3111 (0.2454) mask_dice 0.8160 (0.8405) mem 21941MB +[2025-12-25 08:02:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][590/1573] eta 0:14:19 lr 0.000003 time 0.4208 (0.8741) loss 1362.4729 (1309.0199) grad_norm 176.4958 (218.6646) embed_mse 1361.4082 (1307.9340) mask_bce 0.1966 (0.2454) mask_dice 0.8680 (0.8405) mem 21941MB +[2025-12-25 08:02:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][600/1573] eta 0:14:18 lr 0.000003 time 0.4192 (0.8822) loss 1308.4441 (1308.9710) grad_norm 140.6561 (217.5354) embed_mse 1307.3636 (1307.8849) mask_bce 0.2319 (0.2457) mask_dice 0.8486 (0.8404) mem 21941MB +[2025-12-25 08:02:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][610/1573] eta 0:14:13 lr 0.000003 time 0.4201 (0.8861) loss 1313.5955 (1308.9388) grad_norm 178.7092 (217.0245) embed_mse 1312.5564 (1307.8529) mask_bce 0.1953 (0.2455) mask_dice 0.8438 (0.8404) mem 21941MB +[2025-12-25 08:03:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][620/1573] eta 0:14:04 lr 0.000003 time 0.4204 (0.8861) loss 1271.2493 (1309.2074) grad_norm 193.2999 (216.7164) embed_mse 1270.1696 (1308.1215) mask_bce 0.2448 (0.2454) mask_dice 0.8350 (0.8405) mem 21941MB +[2025-12-25 08:03:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][630/1573] eta 0:13:50 lr 0.000003 time 0.4191 (0.8803) loss 1292.4203 (1309.3537) grad_norm 211.8163 (216.6536) embed_mse 1291.3495 (1308.2679) mask_bce 0.2186 (0.2451) mask_dice 0.8522 (0.8406) mem 21941MB +[2025-12-25 08:03:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][640/1573] eta 0:13:53 lr 0.000003 time 0.4227 (0.8939) loss 1364.4534 (1309.7369) grad_norm 197.1172 (216.3087) embed_mse 1363.3876 (1308.6512) mask_bce 0.1831 (0.2450) mask_dice 0.8827 (0.8407) mem 21941MB +[2025-12-25 08:03:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][650/1573] eta 0:13:43 lr 0.000003 time 0.4173 (0.8918) loss 1268.0789 (1309.6777) grad_norm 230.1726 (216.4799) embed_mse 1266.9639 (1308.5920) mask_bce 0.2825 (0.2450) mask_dice 0.8325 (0.8407) mem 21941MB +[2025-12-25 08:03:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][660/1573] eta 0:13:28 lr 0.000003 time 0.4205 (0.8850) loss 1352.0376 (1309.7494) grad_norm 181.1619 (216.0492) embed_mse 1350.9214 (1308.6636) mask_bce 0.2329 (0.2451) mask_dice 0.8833 (0.8407) mem 21941MB +[2025-12-25 08:03:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][670/1573] eta 0:13:19 lr 0.000003 time 0.4663 (0.8857) loss 1351.7115 (1309.9691) grad_norm 146.4516 (215.2106) embed_mse 1350.6643 (1308.8833) mask_bce 0.1836 (0.2449) mask_dice 0.8636 (0.8409) mem 21941MB +[2025-12-25 08:03:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][680/1573] eta 0:13:08 lr 0.000003 time 0.4206 (0.8826) loss 1330.6608 (1309.7460) grad_norm 229.8202 (215.4072) embed_mse 1329.4906 (1308.6604) mask_bce 0.3028 (0.2446) mask_dice 0.8673 (0.8410) mem 21941MB +[2025-12-25 08:04:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][690/1573] eta 0:13:05 lr 0.000003 time 0.4194 (0.8892) loss 1329.7107 (1310.1625) grad_norm 188.4314 (215.0935) embed_mse 1328.5981 (1309.0766) mask_bce 0.2733 (0.2449) mask_dice 0.8393 (0.8410) mem 21941MB +[2025-12-25 08:04:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][700/1573] eta 0:12:53 lr 0.000003 time 0.4246 (0.8860) loss 1299.7523 (1310.0602) grad_norm 227.0115 (215.2305) embed_mse 1298.6689 (1308.9742) mask_bce 0.2174 (0.2449) mask_dice 0.8660 (0.8411) mem 21941MB +[2025-12-25 08:04:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][710/1573] eta 0:12:42 lr 0.000003 time 0.4228 (0.8836) loss 1368.5284 (1309.9825) grad_norm 150.4688 (214.4946) embed_mse 1367.4410 (1308.8966) mask_bce 0.2664 (0.2448) mask_dice 0.8210 (0.8411) mem 21941MB +[2025-12-25 08:04:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][720/1573] eta 0:12:29 lr 0.000003 time 0.4226 (0.8790) loss 1280.6514 (1309.6646) grad_norm 173.3033 (214.1891) embed_mse 1279.5535 (1308.5788) mask_bce 0.2585 (0.2449) mask_dice 0.8393 (0.8410) mem 21941MB +[2025-12-25 08:04:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][730/1573] eta 0:12:20 lr 0.000003 time 0.4139 (0.8786) loss 1316.4185 (1309.6480) grad_norm 145.1472 (213.4304) embed_mse 1315.3363 (1308.5622) mask_bce 0.2494 (0.2448) mask_dice 0.8327 (0.8409) mem 21941MB +[2025-12-25 08:04:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][740/1573] eta 0:12:12 lr 0.000003 time 0.4187 (0.8792) loss 1314.9408 (1309.5015) grad_norm 198.1037 (213.2638) embed_mse 1313.8632 (1308.4158) mask_bce 0.2437 (0.2447) mask_dice 0.8339 (0.8410) mem 21941MB +[2025-12-25 08:04:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][750/1573] eta 0:12:01 lr 0.000003 time 0.4332 (0.8771) loss 1372.0254 (1309.7212) grad_norm 164.1209 (212.7354) embed_mse 1370.9124 (1308.6355) mask_bce 0.2803 (0.2447) mask_dice 0.8328 (0.8411) mem 21941MB +[2025-12-25 08:04:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][760/1573] eta 0:11:48 lr 0.000003 time 0.4229 (0.8712) loss 1303.9504 (1310.2414) grad_norm 148.5323 (211.3901) embed_mse 1302.8546 (1309.1557) mask_bce 0.2839 (0.2447) mask_dice 0.8119 (0.8410) mem 21941MB +[2025-12-25 08:05:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][770/1573] eta 0:11:40 lr 0.000003 time 0.4286 (0.8721) loss 1322.9412 (1310.3360) grad_norm 203.5276 (211.3082) embed_mse 1321.8258 (1309.2501) mask_bce 0.2884 (0.2449) mask_dice 0.8269 (0.8410) mem 21941MB +[2025-12-25 08:05:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][780/1573] eta 0:11:33 lr 0.000003 time 0.4218 (0.8743) loss 1355.1433 (1310.3501) grad_norm 179.9786 (210.9852) embed_mse 1354.0820 (1309.2643) mask_bce 0.2063 (0.2448) mask_dice 0.8550 (0.8411) mem 21941MB +[2025-12-25 08:05:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][790/1573] eta 0:11:21 lr 0.000003 time 0.4177 (0.8702) loss 1263.9246 (1310.1699) grad_norm 333.1559 (212.2318) embed_mse 1262.8450 (1309.0838) mask_bce 0.2746 (0.2452) mask_dice 0.8050 (0.8410) mem 21941MB +[2025-12-25 08:05:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][800/1573] eta 0:11:09 lr 0.000003 time 0.8622 (0.8662) loss 1345.0944 (1310.1973) grad_norm 163.3485 (211.9046) embed_mse 1344.0092 (1309.1111) mask_bce 0.2243 (0.2452) mask_dice 0.8608 (0.8409) mem 21941MB +[2025-12-25 08:05:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][810/1573] eta 0:11:00 lr 0.000003 time 0.4774 (0.8661) loss 1234.0591 (1310.3054) grad_norm 160.2607 (211.3933) embed_mse 1232.9738 (1309.2193) mask_bce 0.2651 (0.2452) mask_dice 0.8203 (0.8409) mem 21941MB +[2025-12-25 08:05:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][820/1573] eta 0:10:49 lr 0.000003 time 0.4256 (0.8630) loss 1299.9504 (1310.3145) grad_norm 224.7762 (211.5245) embed_mse 1298.8225 (1309.2283) mask_bce 0.3184 (0.2453) mask_dice 0.8095 (0.8409) mem 21941MB +[2025-12-25 08:05:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][830/1573] eta 0:10:43 lr 0.000003 time 6.1390 (0.8664) loss 1346.2268 (1310.2708) grad_norm 180.1825 (211.2202) embed_mse 1345.1279 (1309.1848) mask_bce 0.2685 (0.2452) mask_dice 0.8305 (0.8409) mem 21941MB +[2025-12-25 08:05:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][840/1573] eta 0:10:31 lr 0.000003 time 0.4137 (0.8613) loss 1344.8893 (1310.4302) grad_norm 197.8324 (212.4539) embed_mse 1343.7997 (1309.3442) mask_bce 0.2490 (0.2451) mask_dice 0.8406 (0.8409) mem 21941MB +[2025-12-25 08:06:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][850/1573] eta 0:10:21 lr 0.000003 time 0.4466 (0.8599) loss 1351.5986 (1310.6482) grad_norm 189.1191 (212.2337) embed_mse 1350.5570 (1309.5624) mask_bce 0.2065 (0.2449) mask_dice 0.8351 (0.8409) mem 21941MB +[2025-12-25 08:06:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][860/1573] eta 0:10:13 lr 0.000003 time 0.4168 (0.8599) loss 1303.7607 (1310.7507) grad_norm 300.7991 (213.0614) embed_mse 1302.6895 (1309.6650) mask_bce 0.2380 (0.2448) mask_dice 0.8333 (0.8409) mem 21941MB +[2025-12-25 08:06:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][870/1573] eta 0:10:05 lr 0.000003 time 0.4182 (0.8611) loss 1249.8820 (1310.7049) grad_norm 196.4318 (212.9075) embed_mse 1248.8154 (1309.6193) mask_bce 0.2403 (0.2447) mask_dice 0.8261 (0.8409) mem 21941MB +[2025-12-25 08:06:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][880/1573] eta 0:09:56 lr 0.000002 time 0.4191 (0.8605) loss 1296.7177 (1310.7316) grad_norm 238.3257 (212.6306) embed_mse 1295.6417 (1309.6460) mask_bce 0.2438 (0.2447) mask_dice 0.8320 (0.8409) mem 21941MB +[2025-12-25 08:06:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][890/1573] eta 0:09:44 lr 0.000002 time 0.4440 (0.8557) loss 1361.0608 (1310.8597) grad_norm 259.8150 (213.0557) embed_mse 1359.9874 (1309.7742) mask_bce 0.2347 (0.2446) mask_dice 0.8387 (0.8409) mem 21941MB +[2025-12-25 08:06:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][900/1573] eta 0:09:34 lr 0.000002 time 0.4205 (0.8540) loss 1345.2015 (1311.1481) grad_norm 221.7782 (213.1336) embed_mse 1344.1136 (1310.0628) mask_bce 0.2363 (0.2444) mask_dice 0.8516 (0.8409) mem 21941MB +[2025-12-25 08:06:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][910/1573] eta 0:09:30 lr 0.000002 time 0.4250 (0.8606) loss 1261.1323 (1311.0131) grad_norm 182.9423 (212.8664) embed_mse 1260.0646 (1309.9278) mask_bce 0.2001 (0.2444) mask_dice 0.8677 (0.8409) mem 21941MB +[2025-12-25 08:07:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][920/1573] eta 0:09:20 lr 0.000002 time 0.4392 (0.8578) loss 1325.5884 (1311.2475) grad_norm 156.0205 (213.1013) embed_mse 1324.5315 (1310.1621) mask_bce 0.2153 (0.2445) mask_dice 0.8415 (0.8409) mem 21941MB +[2025-12-25 08:07:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][930/1573] eta 0:09:08 lr 0.000002 time 0.4225 (0.8532) loss 1261.0780 (1311.2494) grad_norm 188.0806 (212.8856) embed_mse 1259.9908 (1310.1639) mask_bce 0.2172 (0.2445) mask_dice 0.8700 (0.8409) mem 21941MB +[2025-12-25 08:07:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][940/1573] eta 0:08:58 lr 0.000002 time 0.4196 (0.8508) loss 1300.7688 (1311.0383) grad_norm 167.2931 (212.4959) embed_mse 1299.6389 (1309.9528) mask_bce 0.3386 (0.2446) mask_dice 0.7912 (0.8409) mem 21941MB +[2025-12-25 08:07:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][950/1573] eta 0:08:51 lr 0.000002 time 1.4881 (0.8525) loss 1227.9675 (1310.7643) grad_norm 201.9035 (212.4062) embed_mse 1226.9452 (1309.6789) mask_bce 0.1851 (0.2445) mask_dice 0.8372 (0.8409) mem 21941MB +[2025-12-25 08:07:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][960/1573] eta 0:08:45 lr 0.000002 time 0.4499 (0.8572) loss 1348.3599 (1310.7668) grad_norm 315.2082 (213.8388) embed_mse 1347.3019 (1309.6815) mask_bce 0.2041 (0.2444) mask_dice 0.8539 (0.8409) mem 21941MB +[2025-12-25 08:07:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][970/1573] eta 0:08:34 lr 0.000002 time 0.4222 (0.8527) loss 1272.2670 (1310.5675) grad_norm 153.9395 (213.3437) embed_mse 1271.1827 (1309.4823) mask_bce 0.2652 (0.2444) mask_dice 0.8191 (0.8409) mem 21941MB +[2025-12-25 08:07:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][980/1573] eta 0:08:26 lr 0.000002 time 0.4202 (0.8545) loss 1245.5038 (1310.4301) grad_norm 191.7981 (213.1671) embed_mse 1244.4626 (1309.3449) mask_bce 0.2010 (0.2444) mask_dice 0.8400 (0.8408) mem 21941MB +[2025-12-25 08:08:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][990/1573] eta 0:08:19 lr 0.000002 time 0.4234 (0.8564) loss 1335.5331 (1310.4444) grad_norm 182.2119 (212.9155) embed_mse 1334.4740 (1309.3592) mask_bce 0.2166 (0.2444) mask_dice 0.8425 (0.8409) mem 21941MB +[2025-12-25 08:08:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1000/1573] eta 0:08:10 lr 0.000002 time 0.4232 (0.8562) loss 1330.0690 (1310.3457) grad_norm 225.7766 (212.9194) embed_mse 1329.0081 (1309.2605) mask_bce 0.2232 (0.2443) mask_dice 0.8378 (0.8408) mem 21941MB +[2025-12-25 08:08:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1010/1573] eta 0:08:03 lr 0.000002 time 0.4408 (0.8582) loss 1241.9054 (1310.1977) grad_norm 150.3545 (212.4228) embed_mse 1240.8064 (1309.1125) mask_bce 0.2530 (0.2444) mask_dice 0.8459 (0.8408) mem 21941MB +[2025-12-25 08:08:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1020/1573] eta 0:07:53 lr 0.000002 time 0.4254 (0.8567) loss 1372.7771 (1310.0735) grad_norm 159.5264 (212.0063) embed_mse 1371.6865 (1308.9884) mask_bce 0.2487 (0.2443) mask_dice 0.8418 (0.8408) mem 21941MB +[2025-12-25 08:08:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1030/1573] eta 0:07:43 lr 0.000002 time 0.4206 (0.8541) loss 1343.5873 (1310.3554) grad_norm 178.7612 (211.7466) embed_mse 1342.5297 (1309.2703) mask_bce 0.1929 (0.2442) mask_dice 0.8647 (0.8408) mem 21941MB +[2025-12-25 08:08:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1040/1573] eta 0:07:35 lr 0.000002 time 0.4204 (0.8551) loss 1312.6722 (1310.2959) grad_norm 185.5988 (211.4823) embed_mse 1311.5950 (1309.2109) mask_bce 0.2382 (0.2442) mask_dice 0.8392 (0.8408) mem 21941MB +[2025-12-25 08:08:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1050/1573] eta 0:07:31 lr 0.000002 time 0.4215 (0.8631) loss 1331.7235 (1310.4240) grad_norm 263.5047 (211.8794) embed_mse 1330.6559 (1309.3390) mask_bce 0.2290 (0.2442) mask_dice 0.8386 (0.8408) mem 21941MB +[2025-12-25 08:09:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1060/1573] eta 0:07:22 lr 0.000002 time 0.4365 (0.8629) loss 1274.1018 (1310.4211) grad_norm 157.5610 (211.4679) embed_mse 1273.0305 (1309.3361) mask_bce 0.2307 (0.2442) mask_dice 0.8406 (0.8408) mem 21941MB +[2025-12-25 08:09:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1070/1573] eta 0:07:15 lr 0.000002 time 0.4216 (0.8654) loss 1336.5627 (1310.4634) grad_norm 216.3388 (211.5045) embed_mse 1335.4849 (1309.3784) mask_bce 0.2509 (0.2443) mask_dice 0.8271 (0.8407) mem 21941MB +[2025-12-25 08:09:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1080/1573] eta 0:07:06 lr 0.000002 time 0.4212 (0.8651) loss 1267.6987 (1310.4563) grad_norm 280.7033 (212.8714) embed_mse 1266.6239 (1309.3712) mask_bce 0.2537 (0.2444) mask_dice 0.8212 (0.8407) mem 21941MB +[2025-12-25 08:09:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1090/1573] eta 0:06:58 lr 0.000002 time 1.9272 (0.8657) loss 1320.0754 (1310.4338) grad_norm 255.3443 (213.1837) embed_mse 1319.0319 (1309.3488) mask_bce 0.1854 (0.2443) mask_dice 0.8581 (0.8408) mem 21941MB +[2025-12-25 08:09:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1100/1573] eta 0:06:49 lr 0.000002 time 0.4251 (0.8664) loss 1257.7908 (1310.2568) grad_norm 143.8309 (212.6775) embed_mse 1256.7288 (1309.1718) mask_bce 0.2136 (0.2442) mask_dice 0.8483 (0.8408) mem 21941MB +[2025-12-25 08:09:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1110/1573] eta 0:06:39 lr 0.000002 time 0.4202 (0.8625) loss 1361.9243 (1310.1524) grad_norm 194.5205 (212.5459) embed_mse 1360.8666 (1309.0675) mask_bce 0.1932 (0.2441) mask_dice 0.8646 (0.8408) mem 21941MB +[2025-12-25 08:09:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1120/1573] eta 0:06:30 lr 0.000002 time 2.0473 (0.8616) loss 1369.4204 (1310.1834) grad_norm 140.2609 (212.2151) embed_mse 1368.3311 (1309.0985) mask_bce 0.2517 (0.2441) mask_dice 0.8377 (0.8408) mem 21941MB +[2025-12-25 08:10:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1130/1573] eta 0:06:22 lr 0.000002 time 0.4246 (0.8642) loss 1305.5409 (1310.2524) grad_norm 175.6329 (211.9556) embed_mse 1304.4814 (1309.1676) mask_bce 0.1968 (0.2441) mask_dice 0.8626 (0.8408) mem 21941MB +[2025-12-25 08:10:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1140/1573] eta 0:06:13 lr 0.000002 time 0.4208 (0.8630) loss 1320.2496 (1310.2404) grad_norm 239.3973 (212.1489) embed_mse 1319.1722 (1309.1553) mask_bce 0.2209 (0.2443) mask_dice 0.8565 (0.8408) mem 21941MB +[2025-12-25 08:10:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1150/1573] eta 0:06:05 lr 0.000002 time 0.4207 (0.8638) loss 1290.6470 (1310.2472) grad_norm 212.5188 (212.1515) embed_mse 1289.4895 (1309.1620) mask_bce 0.3481 (0.2444) mask_dice 0.8094 (0.8408) mem 21941MB +[2025-12-25 08:10:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1160/1573] eta 0:05:55 lr 0.000002 time 0.4178 (0.8600) loss 1288.9994 (1310.2988) grad_norm 190.4474 (211.8952) embed_mse 1287.9469 (1309.2135) mask_bce 0.2098 (0.2445) mask_dice 0.8426 (0.8408) mem 21941MB +[2025-12-25 08:10:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1170/1573] eta 0:05:50 lr 0.000002 time 0.4200 (0.8686) loss 1384.0063 (1310.3341) grad_norm 187.6151 (211.7289) embed_mse 1382.9142 (1309.2490) mask_bce 0.2502 (0.2444) mask_dice 0.8421 (0.8408) mem 21941MB +[2025-12-25 08:10:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1180/1573] eta 0:05:41 lr 0.000002 time 0.4326 (0.8686) loss 1318.9050 (1310.2829) grad_norm 137.8013 (211.2260) embed_mse 1317.8352 (1309.1977) mask_bce 0.2377 (0.2444) mask_dice 0.8322 (0.8408) mem 21941MB +[2025-12-25 08:11:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1190/1573] eta 0:05:32 lr 0.000002 time 0.4194 (0.8676) loss 1249.2312 (1310.1035) grad_norm 171.6750 (210.9588) embed_mse 1248.1501 (1309.0182) mask_bce 0.2342 (0.2445) mask_dice 0.8470 (0.8407) mem 21941MB +[2025-12-25 08:11:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1200/1573] eta 0:05:23 lr 0.000002 time 0.4704 (0.8664) loss 1375.9575 (1310.1451) grad_norm 239.6105 (211.4377) embed_mse 1374.8885 (1309.0599) mask_bce 0.2265 (0.2444) mask_dice 0.8424 (0.8407) mem 21941MB +[2025-12-25 08:11:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1210/1573] eta 0:05:14 lr 0.000002 time 0.4212 (0.8667) loss 1283.5900 (1310.1798) grad_norm 193.1606 (211.3166) embed_mse 1282.5154 (1309.0946) mask_bce 0.2510 (0.2444) mask_dice 0.8236 (0.8407) mem 21941MB +[2025-12-25 08:11:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1220/1573] eta 0:05:07 lr 0.000002 time 0.4417 (0.8698) loss 1316.3522 (1310.2779) grad_norm 295.9927 (211.8737) embed_mse 1315.2635 (1309.1927) mask_bce 0.2613 (0.2445) mask_dice 0.8273 (0.8407) mem 21941MB +[2025-12-25 08:11:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1230/1573] eta 0:04:58 lr 0.000002 time 0.4188 (0.8689) loss 1242.4854 (1310.1651) grad_norm 210.0837 (211.8620) embed_mse 1241.4010 (1309.0800) mask_bce 0.2791 (0.2444) mask_dice 0.8052 (0.8407) mem 21941MB +[2025-12-25 08:11:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1240/1573] eta 0:04:48 lr 0.000002 time 2.0598 (0.8667) loss 1345.4686 (1310.1837) grad_norm 183.2342 (211.9728) embed_mse 1344.3448 (1309.0987) mask_bce 0.3114 (0.2443) mask_dice 0.8124 (0.8407) mem 21941MB +[2025-12-25 08:11:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1250/1573] eta 0:04:40 lr 0.000002 time 0.7486 (0.8678) loss 1316.4628 (1310.1695) grad_norm 195.5591 (211.8676) embed_mse 1315.3448 (1309.0844) mask_bce 0.2924 (0.2444) mask_dice 0.8255 (0.8407) mem 21941MB +[2025-12-25 08:12:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1260/1573] eta 0:04:32 lr 0.000002 time 0.4197 (0.8716) loss 1338.8170 (1310.1205) grad_norm 163.4770 (211.5594) embed_mse 1337.7318 (1309.0355) mask_bce 0.2337 (0.2444) mask_dice 0.8515 (0.8407) mem 21941MB +[2025-12-25 08:12:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1270/1573] eta 0:04:24 lr 0.000002 time 0.4197 (0.8743) loss 1253.9497 (1310.2046) grad_norm 187.0797 (211.4044) embed_mse 1252.8811 (1309.1196) mask_bce 0.2431 (0.2443) mask_dice 0.8255 (0.8407) mem 21941MB +[2025-12-25 08:12:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1280/1573] eta 0:04:15 lr 0.000002 time 0.4198 (0.8720) loss 1296.4517 (1310.1366) grad_norm 202.8649 (211.1196) embed_mse 1295.3536 (1309.0516) mask_bce 0.2870 (0.2444) mask_dice 0.8111 (0.8406) mem 21941MB +[2025-12-25 08:12:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1290/1573] eta 0:04:07 lr 0.000002 time 0.4230 (0.8738) loss 1334.6770 (1310.1318) grad_norm 185.3006 (210.9592) embed_mse 1333.6191 (1309.0469) mask_bce 0.2056 (0.2442) mask_dice 0.8523 (0.8407) mem 21941MB +[2025-12-25 08:12:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1300/1573] eta 0:03:57 lr 0.000002 time 0.4220 (0.8716) loss 1296.7128 (1310.0639) grad_norm 145.7770 (210.5568) embed_mse 1295.6256 (1308.9791) mask_bce 0.2393 (0.2442) mask_dice 0.8479 (0.8407) mem 21941MB +[2025-12-25 08:12:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1310/1573] eta 0:03:49 lr 0.000002 time 0.4206 (0.8720) loss 1310.5643 (1310.1470) grad_norm 194.1163 (210.4560) embed_mse 1309.5118 (1309.0622) mask_bce 0.1834 (0.2440) mask_dice 0.8690 (0.8408) mem 21941MB +[2025-12-25 08:13:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1320/1573] eta 0:03:41 lr 0.000002 time 0.4248 (0.8739) loss 1321.9900 (1309.9971) grad_norm 203.1645 (210.4617) embed_mse 1320.9276 (1308.9124) mask_bce 0.2095 (0.2439) mask_dice 0.8530 (0.8408) mem 21941MB +[2025-12-25 08:13:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1330/1573] eta 0:03:32 lr 0.000002 time 0.4312 (0.8754) loss 1379.0417 (1309.9979) grad_norm 169.5737 (210.2154) embed_mse 1377.9646 (1308.9133) mask_bce 0.2127 (0.2439) mask_dice 0.8644 (0.8408) mem 21941MB +[2025-12-25 08:13:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1340/1573] eta 0:03:23 lr 0.000002 time 0.4267 (0.8721) loss 1339.8452 (1309.9893) grad_norm 159.3834 (209.9110) embed_mse 1338.7382 (1308.9046) mask_bce 0.2860 (0.2439) mask_dice 0.8210 (0.8407) mem 21941MB +[2025-12-25 08:13:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1350/1573] eta 0:03:15 lr 0.000002 time 0.4234 (0.8748) loss 1262.7186 (1309.8230) grad_norm 265.6873 (210.2430) embed_mse 1261.6295 (1308.7383) mask_bce 0.2666 (0.2440) mask_dice 0.8226 (0.8407) mem 21941MB +[2025-12-25 08:13:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1360/1573] eta 0:03:06 lr 0.000002 time 0.4694 (0.8747) loss 1349.2074 (1309.9165) grad_norm 169.9951 (209.7837) embed_mse 1348.1183 (1308.8318) mask_bce 0.2464 (0.2441) mask_dice 0.8428 (0.8407) mem 21941MB +[2025-12-25 08:13:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1370/1573] eta 0:02:56 lr 0.000002 time 0.4379 (0.8719) loss 1377.6204 (1310.0619) grad_norm 205.5775 (209.7591) embed_mse 1376.5264 (1308.9771) mask_bce 0.2401 (0.2441) mask_dice 0.8539 (0.8407) mem 21941MB +[2025-12-25 08:14:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1380/1573] eta 0:02:48 lr 0.000002 time 3.9671 (0.8751) loss 1296.3474 (1310.0520) grad_norm 287.3203 (210.2101) embed_mse 1295.2742 (1308.9673) mask_bce 0.2280 (0.2441) mask_dice 0.8453 (0.8407) mem 21941MB +[2025-12-25 08:14:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1390/1573] eta 0:02:40 lr 0.000002 time 0.4270 (0.8752) loss 1343.1863 (1310.1620) grad_norm 209.7468 (210.2074) embed_mse 1342.0868 (1309.0773) mask_bce 0.2555 (0.2440) mask_dice 0.8439 (0.8407) mem 21941MB +[2025-12-25 08:14:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1400/1573] eta 0:02:30 lr 0.000002 time 0.4331 (0.8722) loss 1298.1511 (1310.1527) grad_norm 190.2908 (209.6849) embed_mse 1297.0776 (1309.0680) mask_bce 0.2315 (0.2439) mask_dice 0.8420 (0.8408) mem 21941MB +[2025-12-25 08:14:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1410/1573] eta 0:02:22 lr 0.000002 time 0.4265 (0.8713) loss 1278.2169 (1310.0239) grad_norm 197.6407 (209.6164) embed_mse 1277.1010 (1308.9393) mask_bce 0.2897 (0.2439) mask_dice 0.8263 (0.8407) mem 21941MB +[2025-12-25 08:14:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1420/1573] eta 0:02:13 lr 0.000002 time 0.4195 (0.8695) loss 1362.6323 (1310.0736) grad_norm 152.7833 (209.2953) embed_mse 1361.5364 (1308.9890) mask_bce 0.2499 (0.2439) mask_dice 0.8461 (0.8407) mem 21941MB +[2025-12-25 08:14:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1430/1573] eta 0:02:03 lr 0.000002 time 0.4193 (0.8664) loss 1399.8251 (1310.1144) grad_norm 225.6350 (209.3872) embed_mse 1398.7230 (1309.0298) mask_bce 0.2630 (0.2439) mask_dice 0.8391 (0.8407) mem 21941MB +[2025-12-25 08:14:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1440/1573] eta 0:01:55 lr 0.000002 time 0.4363 (0.8683) loss 1414.4828 (1310.1529) grad_norm 227.1306 (209.8996) embed_mse 1413.4197 (1309.0683) mask_bce 0.2229 (0.2440) mask_dice 0.8402 (0.8407) mem 21941MB +[2025-12-25 08:14:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1450/1573] eta 0:01:46 lr 0.000002 time 0.4185 (0.8653) loss 1339.4209 (1310.2255) grad_norm 199.6138 (209.8428) embed_mse 1338.3507 (1309.1409) mask_bce 0.2030 (0.2439) mask_dice 0.8672 (0.8407) mem 21941MB +[2025-12-25 08:14:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1460/1573] eta 0:01:37 lr 0.000002 time 0.4188 (0.8667) loss 1270.3525 (1310.2503) grad_norm 347.4429 (210.5988) embed_mse 1269.2695 (1309.1657) mask_bce 0.2569 (0.2440) mask_dice 0.8261 (0.8407) mem 21941MB +[2025-12-25 08:15:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1470/1573] eta 0:01:29 lr 0.000002 time 0.4261 (0.8642) loss 1268.0833 (1310.3005) grad_norm 211.3963 (210.6032) embed_mse 1266.9822 (1309.2158) mask_bce 0.2817 (0.2440) mask_dice 0.8193 (0.8406) mem 21941MB +[2025-12-25 08:15:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1480/1573] eta 0:01:20 lr 0.000002 time 0.4180 (0.8643) loss 1361.1812 (1310.4216) grad_norm 177.4043 (210.3103) embed_mse 1360.0471 (1309.3368) mask_bce 0.2904 (0.2440) mask_dice 0.8436 (0.8407) mem 21941MB +[2025-12-25 08:15:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1490/1573] eta 0:01:11 lr 0.000002 time 0.4211 (0.8625) loss 1319.4603 (1310.5145) grad_norm 145.9666 (209.9644) embed_mse 1318.3889 (1309.4298) mask_bce 0.2351 (0.2440) mask_dice 0.8363 (0.8407) mem 21941MB +[2025-12-25 08:15:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1500/1573] eta 0:01:03 lr 0.000002 time 0.4254 (0.8652) loss 1254.0277 (1310.4083) grad_norm 181.2066 (209.8106) embed_mse 1252.9697 (1309.3236) mask_bce 0.2341 (0.2440) mask_dice 0.8240 (0.8407) mem 21941MB +[2025-12-25 08:15:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1510/1573] eta 0:00:54 lr 0.000002 time 0.4190 (0.8624) loss 1303.5392 (1310.4620) grad_norm 209.1246 (209.8069) embed_mse 1302.4744 (1309.3773) mask_bce 0.2358 (0.2441) mask_dice 0.8291 (0.8406) mem 21941MB +[2025-12-25 08:15:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1520/1573] eta 0:00:45 lr 0.000002 time 0.4281 (0.8606) loss 1395.3114 (1310.4709) grad_norm 152.2062 (209.3336) embed_mse 1394.1974 (1309.3863) mask_bce 0.2847 (0.2440) mask_dice 0.8294 (0.8406) mem 21941MB +[2025-12-25 08:15:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1530/1573] eta 0:00:36 lr 0.000002 time 0.6000 (0.8589) loss 1292.4469 (1310.4269) grad_norm 213.0823 (209.3532) embed_mse 1291.3750 (1309.3424) mask_bce 0.2361 (0.2440) mask_dice 0.8358 (0.8406) mem 21941MB +[2025-12-25 08:15:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1540/1573] eta 0:00:28 lr 0.000002 time 0.4267 (0.8576) loss 1336.9701 (1310.4681) grad_norm 360.3465 (210.1396) embed_mse 1335.9182 (1309.3835) mask_bce 0.2004 (0.2440) mask_dice 0.8514 (0.8406) mem 21941MB +[2025-12-25 08:16:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1550/1573] eta 0:00:19 lr 0.000002 time 0.4200 (0.8571) loss 1302.3131 (1310.5048) grad_norm 205.6216 (210.1162) embed_mse 1301.2312 (1309.4202) mask_bce 0.2208 (0.2440) mask_dice 0.8611 (0.8406) mem 21941MB +[2025-12-25 08:16:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1560/1573] eta 0:00:11 lr 0.000002 time 0.4402 (0.8580) loss 1257.2083 (1310.5519) grad_norm 182.9684 (209.9576) embed_mse 1256.1312 (1309.4672) mask_bce 0.2423 (0.2441) mask_dice 0.8348 (0.8406) mem 21941MB +[2025-12-25 08:16:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [26/30][1570/1573] eta 0:00:02 lr 0.000002 time 0.4178 (0.8553) loss 1356.6694 (1310.4708) grad_norm 228.4228 (210.0518) embed_mse 1355.5978 (1309.3861) mask_bce 0.2089 (0.2441) mask_dice 0.8628 (0.8406) mem 21941MB +[2025-12-25 08:16:19 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 26 training takes 0:22:27 +[2025-12-25 08:16:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][0/1573] eta 1:40:37 lr 0.000002 time 3.8383 (3.8383) loss 1314.8834 (1314.8834) grad_norm 0.0000 (0.0000) embed_mse 1313.8273 (1313.8273) mask_bce 0.1980 (0.1980) mask_dice 0.8582 (0.8582) mem 21941MB +[2025-12-25 08:16:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][10/1573] eta 0:33:51 lr 0.000002 time 0.4249 (1.3000) loss 1316.4695 (1308.7626) grad_norm 227.1537 (227.1537) embed_mse 1315.3861 (1307.6853) mask_bce 0.2442 (0.2345) mask_dice 0.8391 (0.8427) mem 21941MB +[2025-12-25 08:16:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][20/1573] eta 0:25:33 lr 0.000002 time 0.4263 (0.9878) loss 1326.1715 (1314.9163) grad_norm 171.8297 (199.4917) embed_mse 1325.0774 (1313.8343) mask_bce 0.2543 (0.2447) mask_dice 0.8399 (0.8373) mem 21941MB +[2025-12-25 08:16:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][30/1573] eta 0:24:38 lr 0.000002 time 0.4303 (0.9583) loss 1244.0586 (1306.9311) grad_norm 184.7382 (194.5739) embed_mse 1242.9779 (1305.8508) mask_bce 0.2477 (0.2411) mask_dice 0.8330 (0.8392) mem 21941MB +[2025-12-25 08:16:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][40/1573] eta 0:23:24 lr 0.000002 time 0.4249 (0.9161) loss 1259.4755 (1305.7806) grad_norm 188.8501 (201.8659) embed_mse 1258.3960 (1304.7010) mask_bce 0.2403 (0.2386) mask_dice 0.8392 (0.8410) mem 21941MB +[2025-12-25 08:17:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][50/1573] eta 0:22:02 lr 0.000002 time 0.4264 (0.8682) loss 1267.3228 (1304.2092) grad_norm 203.5730 (202.1504) embed_mse 1266.2534 (1303.1293) mask_bce 0.2376 (0.2387) mask_dice 0.8316 (0.8412) mem 21941MB +[2025-12-25 08:17:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][60/1573] eta 0:22:39 lr 0.000002 time 5.7071 (0.8987) loss 1376.7356 (1308.9739) grad_norm 205.4755 (202.6254) embed_mse 1375.6699 (1307.8940) mask_bce 0.2142 (0.2396) mask_dice 0.8515 (0.8402) mem 21941MB +[2025-12-25 08:17:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][70/1573] eta 0:21:03 lr 0.000002 time 0.4250 (0.8409) loss 1316.0059 (1306.6161) grad_norm 261.4993 (209.9846) embed_mse 1314.9359 (1305.5363) mask_bce 0.1883 (0.2395) mask_dice 0.8815 (0.8403) mem 21941MB +[2025-12-25 08:17:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][80/1573] eta 0:21:03 lr 0.000002 time 0.4318 (0.8462) loss 1307.8420 (1308.8802) grad_norm 253.4829 (217.7049) embed_mse 1306.7458 (1307.8004) mask_bce 0.2420 (0.2399) mask_dice 0.8541 (0.8399) mem 21941MB +[2025-12-25 08:17:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][90/1573] eta 0:19:47 lr 0.000002 time 0.4279 (0.8005) loss 1226.5776 (1308.6792) grad_norm 248.5045 (220.5048) embed_mse 1225.5149 (1307.5993) mask_bce 0.2110 (0.2403) mask_dice 0.8519 (0.8397) mem 21941MB +[2025-12-25 08:17:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][100/1573] eta 0:19:42 lr 0.000002 time 0.4253 (0.8030) loss 1316.8416 (1308.8008) grad_norm 141.5784 (213.9276) embed_mse 1315.7468 (1307.7183) mask_bce 0.2530 (0.2433) mask_dice 0.8416 (0.8392) mem 21941MB +[2025-12-25 08:17:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][110/1573] eta 0:19:37 lr 0.000002 time 0.4232 (0.8051) loss 1286.1080 (1308.3512) grad_norm 358.9914 (225.0864) embed_mse 1285.0455 (1307.2693) mask_bce 0.2288 (0.2428) mask_dice 0.8338 (0.8391) mem 21941MB +[2025-12-25 08:17:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][120/1573] eta 0:19:01 lr 0.000002 time 0.4233 (0.7859) loss 1267.9963 (1309.1822) grad_norm 174.8815 (223.2862) embed_mse 1266.8958 (1308.0995) mask_bce 0.2550 (0.2435) mask_dice 0.8456 (0.8393) mem 21941MB +[2025-12-25 08:18:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][130/1573] eta 0:19:03 lr 0.000002 time 3.3898 (0.7923) loss 1286.3300 (1307.7220) grad_norm 195.8552 (221.5718) embed_mse 1285.2463 (1306.6380) mask_bce 0.2497 (0.2449) mask_dice 0.8340 (0.8391) mem 21941MB +[2025-12-25 08:18:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][140/1573] eta 0:18:18 lr 0.000002 time 0.4273 (0.7667) loss 1375.0814 (1307.4541) grad_norm 176.1825 (218.9018) embed_mse 1374.0183 (1306.3708) mask_bce 0.1982 (0.2436) mask_dice 0.8648 (0.8396) mem 21941MB +[2025-12-25 08:18:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][150/1573] eta 0:17:44 lr 0.000002 time 0.4241 (0.7478) loss 1342.3024 (1307.5662) grad_norm 236.5611 (219.8829) embed_mse 1341.2206 (1306.4831) mask_bce 0.2480 (0.2436) mask_dice 0.8338 (0.8395) mem 21941MB +[2025-12-25 08:18:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][160/1573] eta 0:17:25 lr 0.000002 time 0.4224 (0.7397) loss 1329.1405 (1308.6561) grad_norm 179.3348 (216.9591) embed_mse 1328.0057 (1307.5734) mask_bce 0.2689 (0.2433) mask_dice 0.8658 (0.8395) mem 21941MB +[2025-12-25 08:18:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][170/1573] eta 0:17:32 lr 0.000002 time 0.4248 (0.7501) loss 1341.0316 (1309.3484) grad_norm 157.5257 (214.1290) embed_mse 1339.9205 (1308.2652) mask_bce 0.2905 (0.2437) mask_dice 0.8206 (0.8395) mem 21941MB +[2025-12-25 08:18:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][180/1573] eta 0:17:01 lr 0.000002 time 0.4219 (0.7335) loss 1345.9175 (1308.8897) grad_norm 151.8309 (211.2973) embed_mse 1344.8370 (1307.8064) mask_bce 0.2617 (0.2437) mask_dice 0.8187 (0.8395) mem 21941MB +[2025-12-25 08:18:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][190/1573] eta 0:16:57 lr 0.000002 time 0.4269 (0.7360) loss 1215.3185 (1309.3581) grad_norm 172.4121 (209.6066) embed_mse 1214.2451 (1308.2748) mask_bce 0.2490 (0.2439) mask_dice 0.8243 (0.8394) mem 21941MB +[2025-12-25 08:18:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][200/1573] eta 0:16:30 lr 0.000002 time 0.4221 (0.7214) loss 1324.0884 (1309.6635) grad_norm 205.7493 (211.8480) embed_mse 1323.0209 (1308.5805) mask_bce 0.2036 (0.2433) mask_dice 0.8639 (0.8397) mem 21941MB +[2025-12-25 08:18:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][210/1573] eta 0:16:13 lr 0.000002 time 0.4225 (0.7145) loss 1275.0426 (1309.3271) grad_norm 335.5668 (216.6064) embed_mse 1273.9541 (1308.2445) mask_bce 0.2621 (0.2430) mask_dice 0.8264 (0.8396) mem 21941MB +[2025-12-25 08:19:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][220/1573] eta 0:16:27 lr 0.000002 time 0.4222 (0.7295) loss 1312.5010 (1309.4796) grad_norm 161.6913 (214.5725) embed_mse 1311.4305 (1308.3970) mask_bce 0.2275 (0.2431) mask_dice 0.8431 (0.8394) mem 21941MB +[2025-12-25 08:19:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][230/1573] eta 0:16:08 lr 0.000002 time 0.4255 (0.7211) loss 1281.3997 (1310.1280) grad_norm 230.4549 (215.1398) embed_mse 1280.3500 (1309.0449) mask_bce 0.2040 (0.2435) mask_dice 0.8457 (0.8395) mem 21941MB +[2025-12-25 08:19:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][240/1573] eta 0:15:44 lr 0.000002 time 0.4248 (0.7088) loss 1314.2572 (1310.1327) grad_norm 247.9043 (216.2906) embed_mse 1313.1876 (1309.0499) mask_bce 0.2179 (0.2432) mask_dice 0.8517 (0.8396) mem 21941MB +[2025-12-25 08:19:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][250/1573] eta 0:15:26 lr 0.000002 time 0.4195 (0.7006) loss 1264.4674 (1310.3638) grad_norm 156.0590 (214.3477) embed_mse 1263.3918 (1309.2812) mask_bce 0.2615 (0.2427) mask_dice 0.8141 (0.8399) mem 21941MB +[2025-12-25 08:19:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][260/1573] eta 0:15:20 lr 0.000002 time 2.7282 (0.7012) loss 1359.9630 (1310.1400) grad_norm 189.7962 (213.5804) embed_mse 1358.7733 (1309.0571) mask_bce 0.3449 (0.2430) mask_dice 0.8448 (0.8399) mem 21941MB +[2025-12-25 08:19:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][270/1573] eta 0:15:17 lr 0.000002 time 0.4344 (0.7040) loss 1253.4583 (1310.3738) grad_norm 192.5514 (212.9432) embed_mse 1252.3884 (1309.2911) mask_bce 0.2536 (0.2426) mask_dice 0.8162 (0.8401) mem 21941MB +[2025-12-25 08:19:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][280/1573] eta 0:15:04 lr 0.000002 time 0.4217 (0.6997) loss 1332.1322 (1309.8097) grad_norm 166.4189 (211.0365) embed_mse 1330.8887 (1308.7266) mask_bce 0.3640 (0.2427) mask_dice 0.8795 (0.8404) mem 21941MB +[2025-12-25 08:19:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][290/1573] eta 0:15:13 lr 0.000002 time 0.4250 (0.7122) loss 1342.7734 (1310.2703) grad_norm 180.1021 (210.1772) embed_mse 1341.6860 (1309.1874) mask_bce 0.2699 (0.2421) mask_dice 0.8175 (0.8408) mem 21941MB +[2025-12-25 08:19:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][300/1573] eta 0:15:06 lr 0.000002 time 0.4220 (0.7120) loss 1280.5905 (1309.5627) grad_norm 195.2391 (209.7735) embed_mse 1279.4994 (1308.4783) mask_bce 0.2790 (0.2435) mask_dice 0.8120 (0.8408) mem 21941MB +[2025-12-25 08:19:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][310/1573] eta 0:14:50 lr 0.000002 time 0.4215 (0.7052) loss 1232.8824 (1309.9045) grad_norm 228.9633 (210.2785) embed_mse 1231.8336 (1308.8198) mask_bce 0.2040 (0.2438) mask_dice 0.8448 (0.8410) mem 21941MB +[2025-12-25 08:20:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][320/1573] eta 0:14:34 lr 0.000002 time 0.4235 (0.6976) loss 1297.0522 (1309.8183) grad_norm 175.7858 (209.3882) embed_mse 1295.9869 (1308.7334) mask_bce 0.2048 (0.2441) mask_dice 0.8605 (0.8408) mem 21941MB +[2025-12-25 08:20:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][330/1573] eta 0:14:46 lr 0.000002 time 0.4242 (0.7131) loss 1300.4171 (1309.4126) grad_norm 189.4921 (208.9029) embed_mse 1299.3328 (1308.3279) mask_bce 0.2593 (0.2438) mask_dice 0.8251 (0.8408) mem 21941MB +[2025-12-25 08:20:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][340/1573] eta 0:14:31 lr 0.000002 time 0.4245 (0.7064) loss 1263.5616 (1309.6766) grad_norm 187.2004 (208.3862) embed_mse 1262.4792 (1308.5917) mask_bce 0.2453 (0.2443) mask_dice 0.8370 (0.8407) mem 21941MB +[2025-12-25 08:20:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][350/1573] eta 0:14:14 lr 0.000002 time 0.4213 (0.6985) loss 1338.2549 (1309.3448) grad_norm 160.4071 (207.2704) embed_mse 1337.1843 (1308.2598) mask_bce 0.2074 (0.2444) mask_dice 0.8631 (0.8406) mem 21941MB +[2025-12-25 08:20:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][360/1573] eta 0:14:00 lr 0.000002 time 0.4213 (0.6927) loss 1333.0850 (1308.9279) grad_norm 186.5827 (205.7415) embed_mse 1331.9926 (1307.8426) mask_bce 0.2696 (0.2448) mask_dice 0.8228 (0.8405) mem 21941MB +[2025-12-25 08:20:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][370/1573] eta 0:13:46 lr 0.000002 time 1.0675 (0.6873) loss 1377.7045 (1308.8150) grad_norm 173.3187 (205.0366) embed_mse 1376.6410 (1307.7296) mask_bce 0.2230 (0.2447) mask_dice 0.8404 (0.8406) mem 21941MB +[2025-12-25 08:20:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][380/1573] eta 0:13:58 lr 0.000002 time 0.4391 (0.7026) loss 1306.7218 (1308.7229) grad_norm 211.0760 (205.1651) embed_mse 1305.5870 (1307.6373) mask_bce 0.2633 (0.2448) mask_dice 0.8715 (0.8407) mem 21941MB +[2025-12-25 08:20:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][390/1573] eta 0:13:48 lr 0.000002 time 0.4222 (0.7005) loss 1355.3156 (1309.0843) grad_norm 185.1183 (204.7475) embed_mse 1354.2396 (1307.9986) mask_bce 0.2175 (0.2448) mask_dice 0.8585 (0.8408) mem 21941MB +[2025-12-25 08:21:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][400/1573] eta 0:13:43 lr 0.000002 time 0.4221 (0.7018) loss 1330.4508 (1309.7293) grad_norm 278.8883 (206.0888) embed_mse 1329.2968 (1308.6437) mask_bce 0.3123 (0.2450) mask_dice 0.8418 (0.8407) mem 21941MB +[2025-12-25 08:21:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][410/1573] eta 0:13:28 lr 0.000002 time 0.4241 (0.6951) loss 1323.2827 (1310.5849) grad_norm 152.4216 (205.0366) embed_mse 1322.2014 (1309.4994) mask_bce 0.2262 (0.2449) mask_dice 0.8552 (0.8406) mem 21941MB +[2025-12-25 08:21:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][420/1573] eta 0:13:14 lr 0.000002 time 0.4249 (0.6887) loss 1302.4315 (1310.7014) grad_norm 184.5442 (204.6425) embed_mse 1301.3450 (1309.6157) mask_bce 0.2528 (0.2453) mask_dice 0.8337 (0.8405) mem 21941MB +[2025-12-25 08:21:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][430/1573] eta 0:13:00 lr 0.000002 time 0.4210 (0.6827) loss 1314.0717 (1311.1235) grad_norm 260.4218 (205.6949) embed_mse 1312.9758 (1310.0376) mask_bce 0.2520 (0.2454) mask_dice 0.8439 (0.8405) mem 21941MB +[2025-12-25 08:21:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][440/1573] eta 0:12:49 lr 0.000002 time 0.4235 (0.6790) loss 1318.7523 (1311.1312) grad_norm 185.4102 (204.7650) embed_mse 1317.6509 (1310.0454) mask_bce 0.2706 (0.2455) mask_dice 0.8309 (0.8404) mem 21941MB +[2025-12-25 08:21:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][450/1573] eta 0:12:43 lr 0.000002 time 0.4222 (0.6800) loss 1297.9003 (1311.2989) grad_norm 191.1063 (204.5211) embed_mse 1296.7887 (1310.2128) mask_bce 0.2780 (0.2457) mask_dice 0.8336 (0.8404) mem 21941MB +[2025-12-25 08:21:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][460/1573] eta 0:12:30 lr 0.000002 time 0.4218 (0.6745) loss 1310.3907 (1311.1094) grad_norm 224.6604 (204.8744) embed_mse 1309.2507 (1310.0228) mask_bce 0.3230 (0.2463) mask_dice 0.8170 (0.8403) mem 21941MB +[2025-12-25 08:21:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][470/1573] eta 0:12:32 lr 0.000002 time 0.4242 (0.6824) loss 1305.0421 (1310.7723) grad_norm 160.9774 (204.1176) embed_mse 1303.9261 (1309.6858) mask_bce 0.3118 (0.2463) mask_dice 0.8042 (0.8402) mem 21941MB +[2025-12-25 08:21:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][480/1573] eta 0:12:19 lr 0.000002 time 0.4196 (0.6770) loss 1353.0934 (1310.8593) grad_norm 242.3826 (204.5879) embed_mse 1352.0079 (1309.7730) mask_bce 0.2600 (0.2462) mask_dice 0.8254 (0.8402) mem 21941MB +[2025-12-25 08:21:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][490/1573] eta 0:12:17 lr 0.000002 time 2.4802 (0.6812) loss 1300.0663 (1310.5756) grad_norm 175.9261 (204.1180) embed_mse 1298.9796 (1309.4893) mask_bce 0.2453 (0.2461) mask_dice 0.8414 (0.8402) mem 21941MB +[2025-12-25 08:21:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][500/1573] eta 0:12:05 lr 0.000002 time 0.4179 (0.6761) loss 1298.7197 (1310.3611) grad_norm 200.3070 (204.0566) embed_mse 1297.4307 (1309.2743) mask_bce 0.4275 (0.2466) mask_dice 0.8616 (0.8402) mem 21941MB +[2025-12-25 08:22:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][510/1573] eta 0:11:57 lr 0.000002 time 0.4190 (0.6747) loss 1334.9395 (1310.4091) grad_norm 216.0745 (204.2473) embed_mse 1333.8395 (1309.3223) mask_bce 0.2262 (0.2466) mask_dice 0.8738 (0.8402) mem 21941MB +[2025-12-25 08:22:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][520/1573] eta 0:11:45 lr 0.000002 time 0.4225 (0.6702) loss 1294.5527 (1310.3838) grad_norm 215.3641 (205.0894) embed_mse 1293.5065 (1309.2968) mask_bce 0.1903 (0.2467) mask_dice 0.8560 (0.8403) mem 21941MB +[2025-12-25 08:22:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][530/1573] eta 0:11:39 lr 0.000002 time 0.4191 (0.6707) loss 1352.9366 (1310.2965) grad_norm 213.5668 (205.2178) embed_mse 1351.8367 (1309.2096) mask_bce 0.2681 (0.2465) mask_dice 0.8319 (0.8403) mem 21941MB +[2025-12-25 08:22:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][540/1573] eta 0:11:33 lr 0.000002 time 0.4235 (0.6715) loss 1331.5652 (1310.4519) grad_norm 228.9842 (205.5725) embed_mse 1330.4860 (1309.3654) mask_bce 0.2324 (0.2460) mask_dice 0.8468 (0.8405) mem 21941MB +[2025-12-25 08:22:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][550/1573] eta 0:11:29 lr 0.000002 time 0.4194 (0.6740) loss 1324.5658 (1310.4896) grad_norm 212.0712 (205.6681) embed_mse 1323.4612 (1309.4033) mask_bce 0.2795 (0.2458) mask_dice 0.8250 (0.8406) mem 21941MB +[2025-12-25 08:22:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][560/1573] eta 0:11:22 lr 0.000002 time 2.0711 (0.6737) loss 1225.1481 (1310.4208) grad_norm 166.7971 (205.9317) embed_mse 1224.0918 (1309.3343) mask_bce 0.2308 (0.2460) mask_dice 0.8255 (0.8405) mem 21941MB +[2025-12-25 08:22:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][570/1573] eta 0:11:12 lr 0.000002 time 0.4198 (0.6702) loss 1293.8394 (1310.5137) grad_norm 193.6844 (205.7592) embed_mse 1292.7618 (1309.4270) mask_bce 0.2251 (0.2461) mask_dice 0.8524 (0.8406) mem 21941MB +[2025-12-25 08:22:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][580/1573] eta 0:11:01 lr 0.000002 time 0.4182 (0.6666) loss 1317.2935 (1310.5753) grad_norm 240.0669 (206.2357) embed_mse 1316.2106 (1309.4886) mask_bce 0.2459 (0.2462) mask_dice 0.8371 (0.8405) mem 21941MB +[2025-12-25 08:22:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][590/1573] eta 0:10:57 lr 0.000002 time 0.4186 (0.6686) loss 1316.4430 (1310.2629) grad_norm 310.0149 (207.6573) embed_mse 1315.3678 (1309.1764) mask_bce 0.2273 (0.2460) mask_dice 0.8479 (0.8405) mem 21941MB +[2025-12-25 08:23:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][600/1573] eta 0:10:51 lr 0.000002 time 0.4194 (0.6694) loss 1307.9666 (1309.9681) grad_norm 249.2124 (208.0331) embed_mse 1306.8722 (1308.8814) mask_bce 0.2780 (0.2463) mask_dice 0.8163 (0.8404) mem 21941MB +[2025-12-25 08:23:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][610/1573] eta 0:10:44 lr 0.000002 time 0.4198 (0.6691) loss 1322.8499 (1310.0029) grad_norm 221.1001 (208.2050) embed_mse 1321.7645 (1308.9158) mask_bce 0.2630 (0.2467) mask_dice 0.8223 (0.8404) mem 21941MB +[2025-12-25 08:23:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][620/1573] eta 0:10:34 lr 0.000002 time 0.5966 (0.6659) loss 1315.3618 (1309.8825) grad_norm 146.6517 (207.4056) embed_mse 1314.2531 (1308.7955) mask_bce 0.2729 (0.2467) mask_dice 0.8358 (0.8403) mem 21941MB +[2025-12-25 08:23:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][630/1573] eta 0:10:27 lr 0.000002 time 0.4177 (0.6654) loss 1289.6425 (1309.6793) grad_norm 166.1060 (206.8761) embed_mse 1288.5496 (1308.5922) mask_bce 0.2419 (0.2467) mask_dice 0.8510 (0.8404) mem 21941MB +[2025-12-25 08:23:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][640/1573] eta 0:10:21 lr 0.000002 time 0.4286 (0.6665) loss 1225.9108 (1309.6204) grad_norm 197.3904 (206.6153) embed_mse 1224.8381 (1308.5333) mask_bce 0.2352 (0.2467) mask_dice 0.8374 (0.8404) mem 21941MB +[2025-12-25 08:23:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][650/1573] eta 0:10:15 lr 0.000002 time 0.5831 (0.6665) loss 1284.5116 (1309.5843) grad_norm 153.5114 (205.9597) embed_mse 1283.4023 (1308.4974) mask_bce 0.2759 (0.2465) mask_dice 0.8334 (0.8404) mem 21941MB +[2025-12-25 08:23:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][660/1573] eta 0:10:07 lr 0.000002 time 0.4200 (0.6651) loss 1259.7679 (1309.4095) grad_norm 229.6031 (206.2480) embed_mse 1258.6821 (1308.3228) mask_bce 0.2479 (0.2463) mask_dice 0.8380 (0.8404) mem 21941MB +[2025-12-25 08:23:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][670/1573] eta 0:10:02 lr 0.000002 time 0.4169 (0.6675) loss 1305.1379 (1309.1619) grad_norm 210.1011 (206.2945) embed_mse 1304.0750 (1308.0752) mask_bce 0.2150 (0.2462) mask_dice 0.8480 (0.8405) mem 21941MB +[2025-12-25 08:23:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][680/1573] eta 0:09:57 lr 0.000002 time 0.4188 (0.6696) loss 1300.7312 (1309.0212) grad_norm 193.1537 (205.9499) embed_mse 1299.6560 (1307.9344) mask_bce 0.2190 (0.2463) mask_dice 0.8562 (0.8404) mem 21941MB +[2025-12-25 08:23:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][690/1573] eta 0:09:48 lr 0.000002 time 0.4178 (0.6661) loss 1267.0078 (1308.8639) grad_norm 184.8563 (205.7046) embed_mse 1265.9126 (1307.7773) mask_bce 0.2492 (0.2461) mask_dice 0.8461 (0.8405) mem 21941MB +[2025-12-25 08:24:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][700/1573] eta 0:09:38 lr 0.000002 time 0.4368 (0.6632) loss 1296.1387 (1309.1100) grad_norm 228.8144 (205.9703) embed_mse 1295.0609 (1308.0235) mask_bce 0.2470 (0.2461) mask_dice 0.8308 (0.8405) mem 21941MB +[2025-12-25 08:24:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][710/1573] eta 0:09:34 lr 0.000002 time 0.4249 (0.6652) loss 1348.6915 (1309.1778) grad_norm 246.7560 (206.4337) embed_mse 1347.5990 (1308.0914) mask_bce 0.2375 (0.2459) mask_dice 0.8550 (0.8405) mem 21941MB +[2025-12-25 08:24:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][720/1573] eta 0:09:24 lr 0.000002 time 0.4244 (0.6618) loss 1278.7949 (1309.2054) grad_norm 168.7188 (205.7318) embed_mse 1277.7046 (1308.1192) mask_bce 0.2333 (0.2457) mask_dice 0.8570 (0.8406) mem 21941MB +[2025-12-25 08:24:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][730/1573] eta 0:09:22 lr 0.000002 time 1.3236 (0.6668) loss 1344.9492 (1309.1113) grad_norm 166.4881 (205.3005) embed_mse 1343.8671 (1308.0250) mask_bce 0.2347 (0.2457) mask_dice 0.8474 (0.8406) mem 21941MB +[2025-12-25 08:24:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][740/1573] eta 0:09:13 lr 0.000002 time 0.4254 (0.6647) loss 1344.4691 (1309.0273) grad_norm 155.4552 (204.7587) embed_mse 1343.4138 (1307.9412) mask_bce 0.2136 (0.2455) mask_dice 0.8416 (0.8406) mem 21941MB +[2025-12-25 08:24:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][750/1573] eta 0:09:04 lr 0.000002 time 0.4218 (0.6615) loss 1319.4969 (1308.9661) grad_norm 174.4219 (204.4325) embed_mse 1318.4061 (1307.8802) mask_bce 0.2558 (0.2454) mask_dice 0.8351 (0.8405) mem 21941MB +[2025-12-25 08:24:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][760/1573] eta 0:09:01 lr 0.000002 time 0.4211 (0.6660) loss 1254.7938 (1309.1160) grad_norm 209.7516 (204.1197) embed_mse 1253.7235 (1308.0302) mask_bce 0.2336 (0.2452) mask_dice 0.8367 (0.8406) mem 21941MB +[2025-12-25 08:24:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][770/1573] eta 0:09:00 lr 0.000002 time 8.4329 (0.6732) loss 1320.3362 (1308.9606) grad_norm 203.4448 (204.1127) embed_mse 1319.2600 (1307.8750) mask_bce 0.2278 (0.2451) mask_dice 0.8483 (0.8406) mem 21941MB +[2025-12-25 08:25:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][780/1573] eta 0:08:53 lr 0.000002 time 2.1288 (0.6731) loss 1236.9188 (1309.0253) grad_norm 306.6010 (205.1692) embed_mse 1235.8112 (1307.9397) mask_bce 0.2877 (0.2450) mask_dice 0.8200 (0.8407) mem 21941MB +[2025-12-25 08:25:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][790/1573] eta 0:08:45 lr 0.000002 time 0.4531 (0.6714) loss 1247.5201 (1309.1307) grad_norm 152.3781 (204.6306) embed_mse 1246.4615 (1308.0451) mask_bce 0.2353 (0.2450) mask_dice 0.8233 (0.8406) mem 21941MB +[2025-12-25 08:25:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][800/1573] eta 0:08:37 lr 0.000002 time 0.4197 (0.6699) loss 1308.1226 (1309.0468) grad_norm 169.1669 (204.7301) embed_mse 1307.0469 (1307.9611) mask_bce 0.2284 (0.2450) mask_dice 0.8473 (0.8407) mem 21941MB +[2025-12-25 08:25:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][810/1573] eta 0:08:31 lr 0.000002 time 0.4563 (0.6707) loss 1256.8585 (1309.0082) grad_norm 161.7890 (204.3050) embed_mse 1255.7717 (1307.9226) mask_bce 0.2414 (0.2448) mask_dice 0.8454 (0.8408) mem 21941MB +[2025-12-25 08:25:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][820/1573] eta 0:08:26 lr 0.000002 time 1.7624 (0.6723) loss 1308.1309 (1309.1304) grad_norm 272.4097 (204.9727) embed_mse 1307.0681 (1308.0447) mask_bce 0.2134 (0.2450) mask_dice 0.8493 (0.8408) mem 21941MB +[2025-12-25 08:25:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][830/1573] eta 0:08:23 lr 0.000002 time 0.4205 (0.6771) loss 1252.3534 (1308.9093) grad_norm 227.5159 (205.1916) embed_mse 1251.2856 (1307.8236) mask_bce 0.2169 (0.2450) mask_dice 0.8508 (0.8407) mem 21941MB +[2025-12-25 08:25:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][840/1573] eta 0:08:14 lr 0.000002 time 0.4299 (0.6741) loss 1257.4380 (1309.0259) grad_norm 176.2086 (204.7711) embed_mse 1256.3550 (1307.9403) mask_bce 0.2490 (0.2450) mask_dice 0.8340 (0.8407) mem 21941MB +[2025-12-25 08:25:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][850/1573] eta 0:08:06 lr 0.000002 time 0.4233 (0.6729) loss 1335.4730 (1308.9556) grad_norm 246.8050 (205.1676) embed_mse 1334.3976 (1307.8699) mask_bce 0.2510 (0.2450) mask_dice 0.8243 (0.8407) mem 21941MB +[2025-12-25 08:26:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][860/1573] eta 0:08:09 lr 0.000002 time 0.4186 (0.6865) loss 1259.3701 (1308.9276) grad_norm 153.2309 (204.6822) embed_mse 1258.3032 (1307.8420) mask_bce 0.2358 (0.2450) mask_dice 0.8311 (0.8406) mem 21941MB +[2025-12-25 08:26:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][870/1573] eta 0:08:05 lr 0.000002 time 0.4227 (0.6907) loss 1280.7006 (1308.9117) grad_norm 240.0983 (205.0101) embed_mse 1279.5977 (1307.8260) mask_bce 0.2869 (0.2450) mask_dice 0.8160 (0.8407) mem 21941MB +[2025-12-25 08:26:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][880/1573] eta 0:08:02 lr 0.000002 time 0.9753 (0.6955) loss 1234.7538 (1309.1083) grad_norm 226.4138 (204.9603) embed_mse 1233.6666 (1308.0226) mask_bce 0.2706 (0.2450) mask_dice 0.8165 (0.8406) mem 21941MB +[2025-12-25 08:26:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][890/1573] eta 0:07:53 lr 0.000002 time 0.4184 (0.6933) loss 1308.3652 (1309.1354) grad_norm 222.5295 (205.1186) embed_mse 1307.3022 (1308.0499) mask_bce 0.2230 (0.2449) mask_dice 0.8400 (0.8406) mem 21941MB +[2025-12-25 08:26:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][900/1573] eta 0:07:48 lr 0.000002 time 0.4217 (0.6957) loss 1384.1530 (1309.1182) grad_norm 183.7778 (204.9280) embed_mse 1383.0743 (1308.0326) mask_bce 0.2285 (0.2450) mask_dice 0.8501 (0.8405) mem 21941MB +[2025-12-25 08:26:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][910/1573] eta 0:07:42 lr 0.000002 time 4.0063 (0.6975) loss 1385.8038 (1309.3067) grad_norm 161.9919 (204.5480) embed_mse 1384.6321 (1308.2211) mask_bce 0.2970 (0.2451) mask_dice 0.8748 (0.8405) mem 21941MB +[2025-12-25 08:27:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][920/1573] eta 0:07:34 lr 0.000002 time 0.4214 (0.6961) loss 1366.2522 (1309.2475) grad_norm 165.1773 (203.7653) embed_mse 1365.1639 (1308.1618) mask_bce 0.2162 (0.2451) mask_dice 0.8720 (0.8405) mem 21941MB +[2025-12-25 08:27:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][930/1573] eta 0:07:29 lr 0.000002 time 4.2892 (0.6986) loss 1289.0106 (1309.3929) grad_norm 191.5131 (203.6597) embed_mse 1287.9359 (1308.3073) mask_bce 0.2270 (0.2451) mask_dice 0.8477 (0.8405) mem 21941MB +[2025-12-25 08:27:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][940/1573] eta 0:07:23 lr 0.000002 time 3.4211 (0.7013) loss 1296.1628 (1309.2415) grad_norm 158.1905 (203.2711) embed_mse 1295.0463 (1308.1557) mask_bce 0.2682 (0.2454) mask_dice 0.8484 (0.8404) mem 21941MB +[2025-12-25 08:27:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][950/1573] eta 0:07:17 lr 0.000002 time 0.4280 (0.7020) loss 1335.0773 (1309.2900) grad_norm 270.5250 (203.8410) embed_mse 1334.0282 (1308.2044) mask_bce 0.1810 (0.2451) mask_dice 0.8682 (0.8405) mem 21941MB +[2025-12-25 08:27:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][960/1573] eta 0:07:08 lr 0.000002 time 0.4298 (0.6991) loss 1271.0920 (1309.2539) grad_norm 148.8205 (202.9511) embed_mse 1270.0236 (1308.1684) mask_bce 0.2410 (0.2450) mask_dice 0.8276 (0.8406) mem 21941MB +[2025-12-25 08:27:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][970/1573] eta 0:07:03 lr 0.000002 time 0.4261 (0.7028) loss 1317.2386 (1309.2322) grad_norm 247.8442 (203.3221) embed_mse 1316.1422 (1308.1467) mask_bce 0.2404 (0.2450) mask_dice 0.8560 (0.8406) mem 21941MB +[2025-12-25 08:27:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][980/1573] eta 0:06:55 lr 0.000002 time 0.4283 (0.7000) loss 1303.9736 (1309.0459) grad_norm 179.0801 (203.1234) embed_mse 1302.8954 (1307.9604) mask_bce 0.2265 (0.2450) mask_dice 0.8516 (0.8405) mem 21941MB +[2025-12-25 08:27:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][990/1573] eta 0:06:47 lr 0.000002 time 0.4241 (0.6995) loss 1230.8917 (1308.8948) grad_norm 158.2846 (202.7589) embed_mse 1229.7725 (1307.8092) mask_bce 0.3110 (0.2451) mask_dice 0.8082 (0.8405) mem 21941MB +[2025-12-25 08:28:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1000/1573] eta 0:06:41 lr 0.000002 time 0.4187 (0.7009) loss 1287.4524 (1308.9922) grad_norm 179.3339 (203.2840) embed_mse 1286.3944 (1307.9067) mask_bce 0.2091 (0.2449) mask_dice 0.8488 (0.8406) mem 21941MB +[2025-12-25 08:28:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1010/1573] eta 0:06:33 lr 0.000002 time 0.4183 (0.6981) loss 1298.9607 (1309.1079) grad_norm 254.8447 (203.6932) embed_mse 1297.9001 (1308.0225) mask_bce 0.2338 (0.2448) mask_dice 0.8268 (0.8406) mem 21941MB +[2025-12-25 08:28:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1020/1573] eta 0:06:25 lr 0.000002 time 0.4188 (0.6974) loss 1330.3561 (1309.1544) grad_norm 148.7663 (203.2607) embed_mse 1329.2883 (1308.0688) mask_bce 0.2175 (0.2450) mask_dice 0.8502 (0.8406) mem 21941MB +[2025-12-25 08:28:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1030/1573] eta 0:06:20 lr 0.000002 time 0.4204 (0.7008) loss 1399.4766 (1309.1028) grad_norm 170.4404 (203.0043) embed_mse 1398.4048 (1308.0174) mask_bce 0.2565 (0.2447) mask_dice 0.8152 (0.8407) mem 21941MB +[2025-12-25 08:28:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1040/1573] eta 0:06:13 lr 0.000002 time 0.4219 (0.7009) loss 1247.4138 (1309.1548) grad_norm 179.7538 (202.6627) embed_mse 1246.3328 (1308.0694) mask_bce 0.2486 (0.2447) mask_dice 0.8324 (0.8407) mem 21941MB +[2025-12-25 08:28:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1050/1573] eta 0:06:07 lr 0.000002 time 0.4297 (0.7018) loss 1298.8826 (1309.1622) grad_norm 175.9240 (202.4586) embed_mse 1297.7980 (1308.0769) mask_bce 0.2281 (0.2447) mask_dice 0.8564 (0.8407) mem 21941MB +[2025-12-25 08:28:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1060/1573] eta 0:05:59 lr 0.000002 time 0.4393 (0.7004) loss 1250.4851 (1309.1995) grad_norm 167.2298 (202.1917) embed_mse 1249.4136 (1308.1142) mask_bce 0.2036 (0.2446) mask_dice 0.8679 (0.8407) mem 21941MB +[2025-12-25 08:28:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1070/1573] eta 0:05:51 lr 0.000002 time 0.4512 (0.6978) loss 1286.6617 (1309.2000) grad_norm 171.1297 (201.9582) embed_mse 1285.5977 (1308.1146) mask_bce 0.2297 (0.2447) mask_dice 0.8344 (0.8407) mem 21941MB +[2025-12-25 08:28:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1080/1573] eta 0:05:46 lr 0.000002 time 1.9630 (0.7032) loss 1265.4689 (1309.1601) grad_norm 269.9958 (202.5250) embed_mse 1264.4004 (1308.0747) mask_bce 0.2219 (0.2447) mask_dice 0.8465 (0.8407) mem 21941MB +[2025-12-25 08:29:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1090/1573] eta 0:05:42 lr 0.000002 time 2.7549 (0.7088) loss 1225.3651 (1309.0836) grad_norm 248.3992 (202.8623) embed_mse 1224.3131 (1307.9982) mask_bce 0.2044 (0.2446) mask_dice 0.8477 (0.8408) mem 21941MB +[2025-12-25 08:29:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1100/1573] eta 0:05:36 lr 0.000002 time 0.4249 (0.7106) loss 1238.3997 (1309.1461) grad_norm 201.7044 (202.8539) embed_mse 1237.3425 (1308.0606) mask_bce 0.2177 (0.2447) mask_dice 0.8393 (0.8408) mem 21941MB +[2025-12-25 08:29:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1110/1573] eta 0:05:29 lr 0.000002 time 0.4233 (0.7108) loss 1326.5831 (1309.3730) grad_norm 284.4160 (203.4449) embed_mse 1325.5035 (1308.2874) mask_bce 0.2405 (0.2448) mask_dice 0.8392 (0.8408) mem 21941MB +[2025-12-25 08:29:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1120/1573] eta 0:05:21 lr 0.000002 time 0.4239 (0.7089) loss 1222.2917 (1309.1619) grad_norm 258.0997 (203.9490) embed_mse 1221.2258 (1308.0764) mask_bce 0.2355 (0.2447) mask_dice 0.8304 (0.8408) mem 21941MB +[2025-12-25 08:29:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1130/1573] eta 0:05:13 lr 0.000002 time 0.4431 (0.7073) loss 1340.0608 (1309.1772) grad_norm 195.6929 (203.8905) embed_mse 1338.9905 (1308.0917) mask_bce 0.2129 (0.2446) mask_dice 0.8575 (0.8408) mem 21941MB +[2025-12-25 08:29:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1140/1573] eta 0:05:07 lr 0.000002 time 0.4205 (0.7093) loss 1329.7859 (1309.2453) grad_norm 193.9633 (203.8206) embed_mse 1328.7014 (1308.1599) mask_bce 0.2518 (0.2446) mask_dice 0.8327 (0.8409) mem 21941MB +[2025-12-25 08:30:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1150/1573] eta 0:05:01 lr 0.000002 time 0.4195 (0.7136) loss 1309.6342 (1309.1597) grad_norm 167.0954 (203.5638) embed_mse 1308.5837 (1308.0744) mask_bce 0.2098 (0.2444) mask_dice 0.8406 (0.8410) mem 21941MB +[2025-12-25 08:30:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1160/1573] eta 0:04:53 lr 0.000002 time 1.1384 (0.7118) loss 1398.0277 (1309.3464) grad_norm 196.6460 (203.9404) embed_mse 1396.9402 (1308.2611) mask_bce 0.2576 (0.2443) mask_dice 0.8300 (0.8410) mem 21941MB +[2025-12-25 08:30:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1170/1573] eta 0:04:47 lr 0.000002 time 0.4291 (0.7135) loss 1346.8278 (1309.3438) grad_norm 162.2057 (203.6545) embed_mse 1345.7399 (1308.2586) mask_bce 0.2422 (0.2442) mask_dice 0.8457 (0.8410) mem 21941MB +[2025-12-25 08:30:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1180/1573] eta 0:04:40 lr 0.000002 time 0.4207 (0.7136) loss 1255.8141 (1309.3699) grad_norm 173.0695 (203.4465) embed_mse 1254.7404 (1308.2848) mask_bce 0.2261 (0.2442) mask_dice 0.8477 (0.8410) mem 21941MB +[2025-12-25 08:30:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1190/1573] eta 0:04:33 lr 0.000002 time 0.4205 (0.7150) loss 1293.2867 (1309.4501) grad_norm 149.8276 (203.0842) embed_mse 1292.1979 (1308.3649) mask_bce 0.2365 (0.2443) mask_dice 0.8523 (0.8409) mem 21941MB +[2025-12-25 08:30:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1200/1573] eta 0:04:26 lr 0.000002 time 0.4199 (0.7150) loss 1331.5566 (1309.6304) grad_norm 197.5262 (203.2583) embed_mse 1330.4421 (1308.5450) mask_bce 0.2896 (0.2445) mask_dice 0.8250 (0.8409) mem 21941MB +[2025-12-25 08:30:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1210/1573] eta 0:04:19 lr 0.000002 time 0.4207 (0.7157) loss 1274.4645 (1309.7247) grad_norm 227.7585 (203.4205) embed_mse 1273.3412 (1308.6393) mask_bce 0.3015 (0.2446) mask_dice 0.8218 (0.8408) mem 21941MB +[2025-12-25 08:30:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1220/1573] eta 0:04:11 lr 0.000002 time 0.4241 (0.7133) loss 1363.3379 (1310.0215) grad_norm 158.2157 (203.1231) embed_mse 1362.2682 (1308.9361) mask_bce 0.2160 (0.2446) mask_dice 0.8536 (0.8409) mem 21941MB +[2025-12-25 08:31:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1230/1573] eta 0:04:05 lr 0.000002 time 0.4195 (0.7155) loss 1264.1447 (1310.0701) grad_norm 226.9818 (203.2791) embed_mse 1263.0667 (1308.9847) mask_bce 0.2466 (0.2445) mask_dice 0.8314 (0.8409) mem 21941MB +[2025-12-25 08:31:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1240/1573] eta 0:03:57 lr 0.000002 time 0.4176 (0.7141) loss 1344.6847 (1310.0441) grad_norm 163.8230 (202.8239) embed_mse 1343.6183 (1308.9587) mask_bce 0.2195 (0.2445) mask_dice 0.8469 (0.8409) mem 21941MB +[2025-12-25 08:31:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1250/1573] eta 0:03:50 lr 0.000002 time 0.4166 (0.7148) loss 1345.4259 (1310.0211) grad_norm 178.1760 (202.6659) embed_mse 1344.3516 (1308.9358) mask_bce 0.2092 (0.2445) mask_dice 0.8651 (0.8409) mem 21941MB +[2025-12-25 08:31:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1260/1573] eta 0:03:44 lr 0.000002 time 0.4240 (0.7185) loss 1292.6155 (1309.8819) grad_norm 199.5443 (202.6461) embed_mse 1291.4999 (1308.7966) mask_bce 0.3039 (0.2444) mask_dice 0.8117 (0.8409) mem 21941MB +[2025-12-25 08:31:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1270/1573] eta 0:03:37 lr 0.000002 time 1.6455 (0.7173) loss 1239.3250 (1309.6032) grad_norm 147.3284 (202.2959) embed_mse 1238.2544 (1308.5179) mask_bce 0.2303 (0.2444) mask_dice 0.8402 (0.8408) mem 21941MB +[2025-12-25 08:31:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1280/1573] eta 0:03:30 lr 0.000002 time 5.1309 (0.7190) loss 1273.6315 (1309.6575) grad_norm 221.2538 (202.7069) embed_mse 1272.5533 (1308.5724) mask_bce 0.2385 (0.2442) mask_dice 0.8396 (0.8408) mem 21941MB +[2025-12-25 08:31:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1290/1573] eta 0:03:23 lr 0.000002 time 0.4260 (0.7180) loss 1268.3901 (1309.7245) grad_norm 221.2565 (202.8221) embed_mse 1267.3058 (1308.6394) mask_bce 0.2376 (0.2443) mask_dice 0.8468 (0.8408) mem 21941MB +[2025-12-25 08:31:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1300/1573] eta 0:03:15 lr 0.000002 time 0.4241 (0.7164) loss 1303.2809 (1309.7827) grad_norm 143.8190 (202.4579) embed_mse 1302.2198 (1308.6974) mask_bce 0.2161 (0.2444) mask_dice 0.8449 (0.8409) mem 21941MB +[2025-12-25 08:31:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1310/1573] eta 0:03:08 lr 0.000002 time 0.4161 (0.7164) loss 1296.0872 (1309.6888) grad_norm 275.2849 (202.9046) embed_mse 1295.0040 (1308.6036) mask_bce 0.2310 (0.2444) mask_dice 0.8522 (0.8408) mem 21941MB +[2025-12-25 08:32:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1320/1573] eta 0:03:01 lr 0.000002 time 0.4224 (0.7171) loss 1346.6282 (1309.7262) grad_norm 179.7766 (203.0384) embed_mse 1345.5503 (1308.6411) mask_bce 0.2473 (0.2443) mask_dice 0.8305 (0.8408) mem 21941MB +[2025-12-25 08:32:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1330/1573] eta 0:02:54 lr 0.000002 time 0.4184 (0.7171) loss 1276.9553 (1309.7437) grad_norm 176.6904 (202.8797) embed_mse 1275.8983 (1308.6585) mask_bce 0.2039 (0.2443) mask_dice 0.8531 (0.8408) mem 21941MB +[2025-12-25 08:32:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1340/1573] eta 0:02:46 lr 0.000002 time 0.4208 (0.7165) loss 1287.5634 (1309.7048) grad_norm 214.3087 (202.9481) embed_mse 1286.4800 (1308.6194) mask_bce 0.2531 (0.2444) mask_dice 0.8303 (0.8409) mem 21941MB +[2025-12-25 08:32:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1350/1573] eta 0:02:40 lr 0.000002 time 3.5418 (0.7214) loss 1271.9535 (1309.5733) grad_norm 156.9199 (202.6741) embed_mse 1270.8641 (1308.4880) mask_bce 0.2626 (0.2444) mask_dice 0.8267 (0.8409) mem 21941MB +[2025-12-25 08:32:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1360/1573] eta 0:02:33 lr 0.000002 time 0.4251 (0.7192) loss 1332.5048 (1309.6275) grad_norm 223.0522 (202.8058) embed_mse 1331.4347 (1308.5422) mask_bce 0.2083 (0.2443) mask_dice 0.8617 (0.8409) mem 21941MB +[2025-12-25 08:32:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1370/1573] eta 0:02:25 lr 0.000002 time 0.4179 (0.7171) loss 1315.5203 (1309.5721) grad_norm 190.3675 (202.7331) embed_mse 1314.4789 (1308.4869) mask_bce 0.1961 (0.2443) mask_dice 0.8452 (0.8409) mem 21941MB +[2025-12-25 08:32:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1380/1573] eta 0:02:18 lr 0.000002 time 0.4237 (0.7177) loss 1373.8345 (1309.7331) grad_norm 249.5338 (203.0052) embed_mse 1372.7413 (1308.6479) mask_bce 0.2510 (0.2442) mask_dice 0.8422 (0.8409) mem 21941MB +[2025-12-25 08:32:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1390/1573] eta 0:02:11 lr 0.000002 time 0.4211 (0.7182) loss 1289.3037 (1309.7762) grad_norm 163.8142 (202.7786) embed_mse 1288.2515 (1308.6911) mask_bce 0.1691 (0.2441) mask_dice 0.8831 (0.8409) mem 21941MB +[2025-12-25 08:33:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1400/1573] eta 0:02:04 lr 0.000002 time 0.4221 (0.7222) loss 1294.2528 (1309.6635) grad_norm 169.6383 (202.3163) embed_mse 1293.1771 (1308.5785) mask_bce 0.2351 (0.2441) mask_dice 0.8406 (0.8408) mem 21941MB +[2025-12-25 08:33:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1410/1573] eta 0:01:57 lr 0.000002 time 0.4243 (0.7222) loss 1385.8683 (1309.7197) grad_norm 207.3961 (202.3451) embed_mse 1384.4403 (1308.6345) mask_bce 0.5768 (0.2444) mask_dice 0.8511 (0.8408) mem 21941MB +[2025-12-25 08:33:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1420/1573] eta 0:01:50 lr 0.000002 time 0.4323 (0.7241) loss 1386.7629 (1309.8704) grad_norm 154.7775 (202.0764) embed_mse 1385.6931 (1308.7852) mask_bce 0.2089 (0.2444) mask_dice 0.8608 (0.8408) mem 21941MB +[2025-12-25 08:33:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1430/1573] eta 0:01:43 lr 0.000002 time 0.4212 (0.7247) loss 1318.6196 (1309.7996) grad_norm 198.0145 (202.0535) embed_mse 1317.5532 (1308.7143) mask_bce 0.2225 (0.2444) mask_dice 0.8438 (0.8409) mem 21941MB +[2025-12-25 08:33:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1440/1573] eta 0:01:36 lr 0.000002 time 0.4412 (0.7258) loss 1316.1147 (1309.6883) grad_norm 210.4883 (201.8009) embed_mse 1315.0321 (1308.6031) mask_bce 0.2451 (0.2443) mask_dice 0.8375 (0.8409) mem 21941MB +[2025-12-25 08:33:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1450/1573] eta 0:01:29 lr 0.000002 time 2.8273 (0.7271) loss 1328.9811 (1309.6251) grad_norm 178.4575 (201.6719) embed_mse 1327.8678 (1308.5399) mask_bce 0.2649 (0.2443) mask_dice 0.8484 (0.8409) mem 21941MB +[2025-12-25 08:34:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1460/1573] eta 0:01:22 lr 0.000002 time 0.4572 (0.7276) loss 1277.0731 (1309.7369) grad_norm 220.7221 (201.7766) embed_mse 1276.0405 (1308.6517) mask_bce 0.1813 (0.2442) mask_dice 0.8513 (0.8409) mem 21941MB +[2025-12-25 08:34:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1470/1573] eta 0:01:14 lr 0.000002 time 0.4197 (0.7256) loss 1296.3518 (1309.7238) grad_norm 141.5497 (201.4475) embed_mse 1295.2861 (1308.6386) mask_bce 0.2315 (0.2443) mask_dice 0.8342 (0.8409) mem 21941MB +[2025-12-25 08:34:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1480/1573] eta 0:01:07 lr 0.000002 time 0.4194 (0.7286) loss 1340.1250 (1309.7543) grad_norm 203.1385 (201.2405) embed_mse 1339.0415 (1308.6692) mask_bce 0.2571 (0.2442) mask_dice 0.8264 (0.8409) mem 21941MB +[2025-12-25 08:34:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1490/1573] eta 0:01:00 lr 0.000002 time 0.4213 (0.7266) loss 1345.7731 (1309.8169) grad_norm 182.9821 (201.1423) embed_mse 1344.6863 (1308.7317) mask_bce 0.2633 (0.2443) mask_dice 0.8235 (0.8409) mem 21941MB +[2025-12-25 08:34:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1500/1573] eta 0:00:53 lr 0.000002 time 0.4210 (0.7293) loss 1337.1229 (1309.7285) grad_norm 184.7528 (201.0547) embed_mse 1336.0612 (1308.6433) mask_bce 0.1976 (0.2442) mask_dice 0.8643 (0.8409) mem 21941MB +[2025-12-25 08:34:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1510/1573] eta 0:00:46 lr 0.000002 time 0.4221 (0.7321) loss 1337.1660 (1309.5569) grad_norm 169.5347 (200.8870) embed_mse 1336.1138 (1308.4718) mask_bce 0.2189 (0.2441) mask_dice 0.8332 (0.8409) mem 21941MB +[2025-12-25 08:34:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1520/1573] eta 0:00:38 lr 0.000002 time 0.4226 (0.7317) loss 1386.1165 (1309.6887) grad_norm 260.5337 (201.1612) embed_mse 1385.0428 (1308.6036) mask_bce 0.2438 (0.2441) mask_dice 0.8297 (0.8409) mem 21941MB +[2025-12-25 08:34:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1530/1573] eta 0:00:31 lr 0.000002 time 0.4262 (0.7313) loss 1306.7567 (1309.7281) grad_norm 184.2885 (201.0729) embed_mse 1305.5961 (1308.6431) mask_bce 0.3261 (0.2441) mask_dice 0.8346 (0.8409) mem 21941MB +[2025-12-25 08:35:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1540/1573] eta 0:00:24 lr 0.000002 time 1.1029 (0.7345) loss 1360.2479 (1309.7595) grad_norm 225.3525 (201.1993) embed_mse 1359.1805 (1308.6745) mask_bce 0.2097 (0.2440) mask_dice 0.8577 (0.8410) mem 21941MB +[2025-12-25 08:35:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1550/1573] eta 0:00:16 lr 0.000002 time 0.4191 (0.7356) loss 1282.3625 (1309.8217) grad_norm 266.7852 (201.5391) embed_mse 1281.2849 (1308.7369) mask_bce 0.2369 (0.2439) mask_dice 0.8407 (0.8410) mem 21941MB +[2025-12-25 08:35:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1560/1573] eta 0:00:09 lr 0.000001 time 0.4188 (0.7400) loss 1355.7898 (1309.8318) grad_norm 196.1017 (201.5046) embed_mse 1354.6901 (1308.7468) mask_bce 0.2348 (0.2439) mask_dice 0.8649 (0.8410) mem 21941MB +[2025-12-25 08:35:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [27/30][1570/1573] eta 0:00:02 lr 0.000001 time 0.4220 (0.7389) loss 1435.1605 (1310.0261) grad_norm 229.5559 (201.6477) embed_mse 1434.1144 (1308.9409) mask_bce 0.1943 (0.2442) mask_dice 0.8519 (0.8411) mem 21941MB +[2025-12-25 08:35:42 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 27 training takes 0:19:23 +[2025-12-25 08:35:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][0/1573] eta 6:11:37 lr 0.000001 time 14.1751 (14.1751) loss 1262.2087 (1262.2087) grad_norm 0.0000 (0.0000) embed_mse 1261.1335 (1261.1335) mask_bce 0.2293 (0.2293) mask_dice 0.8459 (0.8459) mem 21941MB +[2025-12-25 08:36:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][10/1573] eta 0:45:57 lr 0.000001 time 0.4258 (1.7642) loss 1296.8643 (1319.5298) grad_norm 308.1334 (308.1334) embed_mse 1295.7935 (1318.4621) mask_bce 0.2498 (0.2290) mask_dice 0.8210 (0.8387) mem 21941MB +[2025-12-25 08:36:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][20/1573] eta 0:36:22 lr 0.000001 time 4.2393 (1.4055) loss 1275.2634 (1319.2782) grad_norm 183.5832 (245.8583) embed_mse 1274.1799 (1318.2020) mask_bce 0.2573 (0.2366) mask_dice 0.8262 (0.8395) mem 21941MB +[2025-12-25 08:36:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][30/1573] eta 0:30:57 lr 0.000001 time 2.6950 (1.2040) loss 1385.4022 (1319.7233) grad_norm 211.7155 (234.4774) embed_mse 1384.3193 (1318.6473) mask_bce 0.2319 (0.2345) mask_dice 0.8509 (0.8415) mem 21941MB +[2025-12-25 08:36:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][40/1573] eta 0:28:25 lr 0.000001 time 0.4294 (1.1123) loss 1312.6978 (1317.3577) grad_norm 166.7185 (216.1598) embed_mse 1311.6150 (1316.2748) mask_bce 0.2460 (0.2419) mask_dice 0.8367 (0.8410) mem 21941MB +[2025-12-25 08:36:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][50/1573] eta 0:28:39 lr 0.000001 time 5.5289 (1.1287) loss 1235.2611 (1317.3641) grad_norm 190.3413 (211.8567) embed_mse 1234.1735 (1316.2809) mask_bce 0.2413 (0.2422) mask_dice 0.8463 (0.8410) mem 21941MB +[2025-12-25 08:36:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][60/1573] eta 0:26:41 lr 0.000001 time 0.4257 (1.0585) loss 1294.4027 (1316.8332) grad_norm 273.0080 (220.5926) embed_mse 1293.3199 (1315.7482) mask_bce 0.2581 (0.2450) mask_dice 0.8248 (0.8400) mem 21941MB +[2025-12-25 08:36:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][70/1573] eta 0:25:11 lr 0.000001 time 2.9681 (1.0057) loss 1318.1311 (1314.5322) grad_norm 201.1260 (218.1593) embed_mse 1317.0264 (1313.4453) mask_bce 0.2689 (0.2466) mask_dice 0.8358 (0.8403) mem 21941MB +[2025-12-25 08:37:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][80/1573] eta 0:25:08 lr 0.000001 time 4.2773 (1.0103) loss 1267.2435 (1313.2723) grad_norm 192.2922 (217.7349) embed_mse 1266.1401 (1312.1857) mask_bce 0.2906 (0.2462) mask_dice 0.8127 (0.8404) mem 21941MB +[2025-12-25 08:37:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][90/1573] eta 0:25:08 lr 0.000001 time 0.4497 (1.0172) loss 1301.4137 (1313.4143) grad_norm 166.8899 (213.1126) embed_mse 1300.3367 (1312.3277) mask_bce 0.2164 (0.2456) mask_dice 0.8606 (0.8409) mem 21941MB +[2025-12-25 08:37:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][100/1573] eta 0:25:08 lr 0.000001 time 2.3608 (1.0241) loss 1344.3148 (1313.3183) grad_norm 220.1396 (213.6982) embed_mse 1343.1860 (1312.2312) mask_bce 0.3013 (0.2466) mask_dice 0.8274 (0.8404) mem 21941MB +[2025-12-25 08:37:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][110/1573] eta 0:24:30 lr 0.000001 time 0.4264 (1.0050) loss 1325.0219 (1314.8388) grad_norm 191.8661 (212.0188) embed_mse 1323.9695 (1313.7525) mask_bce 0.1820 (0.2456) mask_dice 0.8704 (0.8408) mem 21941MB +[2025-12-25 08:37:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][120/1573] eta 0:23:24 lr 0.000001 time 1.1452 (0.9663) loss 1306.6530 (1314.1832) grad_norm 148.4251 (205.5208) embed_mse 1305.5806 (1313.0961) mask_bce 0.2250 (0.2458) mask_dice 0.8474 (0.8414) mem 21941MB +[2025-12-25 08:37:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][130/1573] eta 0:22:38 lr 0.000001 time 0.4207 (0.9414) loss 1237.8743 (1313.2936) grad_norm 173.1955 (203.5004) embed_mse 1236.7928 (1312.2060) mask_bce 0.2411 (0.2466) mask_dice 0.8404 (0.8410) mem 21941MB +[2025-12-25 08:37:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][140/1573] eta 0:21:44 lr 0.000001 time 0.4260 (0.9103) loss 1290.0085 (1313.0260) grad_norm 146.4417 (200.1440) embed_mse 1288.8994 (1311.9388) mask_bce 0.2586 (0.2459) mask_dice 0.8506 (0.8412) mem 21941MB +[2025-12-25 08:38:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][150/1573] eta 0:21:56 lr 0.000001 time 2.7114 (0.9250) loss 1379.4473 (1313.4495) grad_norm 157.2870 (197.7631) embed_mse 1378.3875 (1312.3621) mask_bce 0.2358 (0.2471) mask_dice 0.8240 (0.8403) mem 21941MB +[2025-12-25 08:38:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][160/1573] eta 0:21:26 lr 0.000001 time 0.4368 (0.9104) loss 1375.2209 (1314.1583) grad_norm 163.8115 (195.9975) embed_mse 1374.0752 (1313.0707) mask_bce 0.3029 (0.2468) mask_dice 0.8427 (0.8408) mem 21941MB +[2025-12-25 08:38:16 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][170/1573] eta 0:21:00 lr 0.000001 time 0.4279 (0.8983) loss 1311.4049 (1313.1160) grad_norm 225.8141 (197.4174) embed_mse 1310.3162 (1312.0276) mask_bce 0.2686 (0.2480) mask_dice 0.8202 (0.8404) mem 21941MB +[2025-12-25 08:38:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][180/1573] eta 0:21:39 lr 0.000001 time 0.4251 (0.9330) loss 1296.1327 (1312.8376) grad_norm 189.3720 (197.0517) embed_mse 1295.0145 (1311.7493) mask_bce 0.2778 (0.2481) mask_dice 0.8403 (0.8402) mem 21941MB +[2025-12-25 08:38:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][190/1573] eta 0:20:54 lr 0.000001 time 0.4260 (0.9067) loss 1268.2073 (1312.3873) grad_norm 153.3642 (195.1522) embed_mse 1267.1500 (1311.2997) mask_bce 0.1761 (0.2473) mask_dice 0.8812 (0.8403) mem 21941MB +[2025-12-25 08:38:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][200/1573] eta 0:20:26 lr 0.000001 time 1.5581 (0.8936) loss 1339.6881 (1311.5835) grad_norm 166.3284 (196.0574) embed_mse 1338.6389 (1310.4965) mask_bce 0.2132 (0.2468) mask_dice 0.8360 (0.8402) mem 21941MB +[2025-12-25 08:38:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][210/1573] eta 0:20:41 lr 0.000001 time 0.4246 (0.9106) loss 1354.9086 (1312.0901) grad_norm 201.4153 (196.2635) embed_mse 1353.8198 (1311.0034) mask_bce 0.2551 (0.2467) mask_dice 0.8336 (0.8401) mem 21941MB +[2025-12-25 08:39:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][220/1573] eta 0:20:15 lr 0.000001 time 0.4233 (0.8980) loss 1243.1816 (1311.1786) grad_norm 207.1705 (196.6674) embed_mse 1242.1288 (1310.0923) mask_bce 0.2155 (0.2463) mask_dice 0.8374 (0.8400) mem 21941MB +[2025-12-25 08:39:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][230/1573] eta 0:19:52 lr 0.000001 time 0.4323 (0.8880) loss 1376.8130 (1312.0413) grad_norm 196.6505 (196.6668) embed_mse 1375.7426 (1310.9550) mask_bce 0.2088 (0.2463) mask_dice 0.8617 (0.8400) mem 21941MB +[2025-12-25 08:39:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][240/1573] eta 0:19:19 lr 0.000001 time 0.4271 (0.8701) loss 1308.0956 (1312.2360) grad_norm 203.4769 (197.0369) embed_mse 1306.9865 (1311.1499) mask_bce 0.2888 (0.2460) mask_dice 0.8203 (0.8402) mem 21941MB +[2025-12-25 08:39:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][250/1573] eta 0:19:15 lr 0.000001 time 0.4381 (0.8732) loss 1340.8209 (1312.7872) grad_norm 240.5969 (198.4420) embed_mse 1339.7378 (1311.7009) mask_bce 0.2400 (0.2458) mask_dice 0.8431 (0.8404) mem 21941MB +[2025-12-25 08:39:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][260/1573] eta 0:19:14 lr 0.000001 time 0.4535 (0.8793) loss 1347.2494 (1312.4788) grad_norm 191.1706 (198.2148) embed_mse 1346.1602 (1311.3926) mask_bce 0.2572 (0.2459) mask_dice 0.8320 (0.8403) mem 21941MB +[2025-12-25 08:39:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][270/1573] eta 0:19:02 lr 0.000001 time 0.4227 (0.8767) loss 1354.4265 (1312.0935) grad_norm 185.1053 (197.8175) embed_mse 1353.3353 (1311.0073) mask_bce 0.2563 (0.2457) mask_dice 0.8349 (0.8405) mem 21941MB +[2025-12-25 08:39:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][280/1573] eta 0:18:52 lr 0.000001 time 1.7380 (0.8762) loss 1407.4313 (1311.9973) grad_norm 162.4810 (196.0513) embed_mse 1406.3405 (1310.9112) mask_bce 0.2733 (0.2457) mask_dice 0.8175 (0.8404) mem 21941MB +[2025-12-25 08:39:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][290/1573] eta 0:18:48 lr 0.000001 time 0.4248 (0.8796) loss 1345.6292 (1312.5933) grad_norm 239.5698 (197.2601) embed_mse 1344.5520 (1311.5073) mask_bce 0.2312 (0.2456) mask_dice 0.8460 (0.8404) mem 21941MB +[2025-12-25 08:40:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][300/1573] eta 0:18:34 lr 0.000001 time 0.4269 (0.8753) loss 1377.6912 (1313.4653) grad_norm 214.6119 (197.7291) embed_mse 1376.5811 (1312.3793) mask_bce 0.2609 (0.2457) mask_dice 0.8493 (0.8404) mem 21941MB +[2025-12-25 08:40:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][310/1573] eta 0:18:22 lr 0.000001 time 1.2209 (0.8733) loss 1285.4604 (1313.4223) grad_norm 289.6682 (200.1486) embed_mse 1284.3986 (1312.3366) mask_bce 0.2251 (0.2452) mask_dice 0.8367 (0.8404) mem 21941MB +[2025-12-25 08:40:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][320/1573] eta 0:18:20 lr 0.000001 time 5.2500 (0.8781) loss 1316.8271 (1313.4631) grad_norm 209.3874 (200.5318) embed_mse 1315.7316 (1312.3775) mask_bce 0.2368 (0.2451) mask_dice 0.8587 (0.8404) mem 21941MB +[2025-12-25 08:40:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][330/1573] eta 0:18:24 lr 0.000001 time 0.4371 (0.8885) loss 1286.4893 (1313.4295) grad_norm 196.8770 (200.4426) embed_mse 1285.4072 (1312.3436) mask_bce 0.2453 (0.2453) mask_dice 0.8368 (0.8406) mem 21941MB +[2025-12-25 08:40:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][340/1573] eta 0:18:01 lr 0.000001 time 0.4548 (0.8775) loss 1343.0090 (1313.5888) grad_norm 283.3299 (202.4162) embed_mse 1341.8987 (1312.5028) mask_bce 0.2806 (0.2454) mask_dice 0.8297 (0.8405) mem 21941MB +[2025-12-25 08:40:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][350/1573] eta 0:17:58 lr 0.000001 time 3.6406 (0.8818) loss 1313.8489 (1312.9016) grad_norm 235.4484 (203.1843) embed_mse 1312.7479 (1311.8157) mask_bce 0.2443 (0.2455) mask_dice 0.8565 (0.8405) mem 21941MB +[2025-12-25 08:41:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][360/1573] eta 0:17:59 lr 0.000001 time 0.4165 (0.8902) loss 1257.4049 (1312.6951) grad_norm 344.5395 (206.6000) embed_mse 1256.3201 (1311.6093) mask_bce 0.2431 (0.2453) mask_dice 0.8417 (0.8405) mem 21941MB +[2025-12-25 08:41:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][370/1573] eta 0:17:43 lr 0.000001 time 0.4192 (0.8842) loss 1244.0409 (1312.2201) grad_norm 169.1180 (205.7852) embed_mse 1242.9963 (1311.1344) mask_bce 0.2151 (0.2452) mask_dice 0.8295 (0.8405) mem 21941MB +[2025-12-25 08:41:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][380/1573] eta 0:17:38 lr 0.000001 time 0.4237 (0.8868) loss 1385.8665 (1312.6193) grad_norm 165.5048 (204.9281) embed_mse 1384.7755 (1311.5334) mask_bce 0.2435 (0.2453) mask_dice 0.8476 (0.8405) mem 21941MB +[2025-12-25 08:41:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][390/1573] eta 0:17:22 lr 0.000001 time 2.8108 (0.8813) loss 1292.7012 (1312.3232) grad_norm 190.8917 (204.6357) embed_mse 1291.6339 (1311.2378) mask_bce 0.2383 (0.2448) mask_dice 0.8290 (0.8406) mem 21941MB +[2025-12-25 08:41:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][400/1573] eta 0:17:02 lr 0.000001 time 0.4447 (0.8718) loss 1293.2562 (1311.9596) grad_norm 195.0977 (203.2590) embed_mse 1292.1752 (1310.8744) mask_bce 0.2400 (0.2446) mask_dice 0.8411 (0.8406) mem 21941MB +[2025-12-25 08:41:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][410/1573] eta 0:16:45 lr 0.000001 time 0.4230 (0.8647) loss 1294.4857 (1312.2690) grad_norm 240.2128 (203.9836) embed_mse 1293.4449 (1311.1838) mask_bce 0.1895 (0.2446) mask_dice 0.8512 (0.8406) mem 21941MB +[2025-12-25 08:41:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][420/1573] eta 0:16:26 lr 0.000001 time 0.4221 (0.8559) loss 1368.2229 (1312.3052) grad_norm 245.8466 (204.7887) embed_mse 1367.1288 (1311.2200) mask_bce 0.2587 (0.2445) mask_dice 0.8355 (0.8407) mem 21941MB +[2025-12-25 08:41:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][430/1573] eta 0:16:18 lr 0.000001 time 0.7028 (0.8560) loss 1316.3933 (1312.0331) grad_norm 225.8031 (205.1852) embed_mse 1315.3430 (1310.9476) mask_bce 0.2062 (0.2448) mask_dice 0.8441 (0.8406) mem 21941MB +[2025-12-25 08:41:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][440/1573] eta 0:16:03 lr 0.000001 time 1.5700 (0.8507) loss 1361.5441 (1312.0988) grad_norm 242.0177 (206.5052) embed_mse 1360.4720 (1311.0132) mask_bce 0.2407 (0.2450) mask_dice 0.8314 (0.8406) mem 21941MB +[2025-12-25 08:42:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][450/1573] eta 0:15:57 lr 0.000001 time 0.4211 (0.8527) loss 1297.8373 (1312.0077) grad_norm 215.7616 (206.6705) embed_mse 1296.7301 (1310.9219) mask_bce 0.2546 (0.2453) mask_dice 0.8526 (0.8405) mem 21941MB +[2025-12-25 08:42:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][460/1573] eta 0:15:38 lr 0.000001 time 0.4258 (0.8434) loss 1227.7885 (1311.7974) grad_norm 212.4449 (206.7718) embed_mse 1226.7188 (1310.7121) mask_bce 0.2521 (0.2449) mask_dice 0.8175 (0.8405) mem 21941MB +[2025-12-25 08:42:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][470/1573] eta 0:15:28 lr 0.000001 time 0.4194 (0.8416) loss 1374.0878 (1312.0647) grad_norm 226.4292 (207.1107) embed_mse 1373.0128 (1310.9794) mask_bce 0.2418 (0.2447) mask_dice 0.8332 (0.8406) mem 21941MB +[2025-12-25 08:42:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][480/1573] eta 0:15:16 lr 0.000001 time 1.1804 (0.8382) loss 1288.0308 (1311.9033) grad_norm 234.4628 (207.4746) embed_mse 1286.9796 (1310.8181) mask_bce 0.2230 (0.2448) mask_dice 0.8281 (0.8404) mem 21941MB +[2025-12-25 08:42:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][490/1573] eta 0:15:05 lr 0.000001 time 0.4225 (0.8361) loss 1331.0486 (1312.0730) grad_norm 147.9542 (206.4989) embed_mse 1329.9907 (1310.9882) mask_bce 0.2256 (0.2444) mask_dice 0.8323 (0.8405) mem 21941MB +[2025-12-25 08:42:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][500/1573] eta 0:14:57 lr 0.000001 time 4.9449 (0.8369) loss 1330.9482 (1311.9710) grad_norm 227.2942 (206.8343) embed_mse 1329.8666 (1310.8860) mask_bce 0.2518 (0.2446) mask_dice 0.8300 (0.8404) mem 21941MB +[2025-12-25 08:42:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][510/1573] eta 0:14:41 lr 0.000001 time 0.4206 (0.8289) loss 1331.1603 (1311.7217) grad_norm 202.4974 (206.7654) embed_mse 1330.1013 (1310.6369) mask_bce 0.2033 (0.2445) mask_dice 0.8555 (0.8403) mem 21941MB +[2025-12-25 08:42:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][520/1573] eta 0:14:27 lr 0.000001 time 0.4205 (0.8238) loss 1294.5298 (1311.9149) grad_norm 206.0901 (206.2760) embed_mse 1293.4373 (1310.8300) mask_bce 0.2551 (0.2445) mask_dice 0.8374 (0.8403) mem 21941MB +[2025-12-25 08:43:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][530/1573] eta 0:14:20 lr 0.000001 time 0.4200 (0.8247) loss 1370.6466 (1312.1263) grad_norm 232.6969 (206.6764) embed_mse 1369.5876 (1311.0414) mask_bce 0.2045 (0.2446) mask_dice 0.8545 (0.8403) mem 21941MB +[2025-12-25 08:43:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][540/1573] eta 0:14:09 lr 0.000001 time 0.5093 (0.8228) loss 1295.8799 (1311.9997) grad_norm 210.0342 (206.7265) embed_mse 1294.7924 (1310.9150) mask_bce 0.2437 (0.2443) mask_dice 0.8439 (0.8404) mem 21941MB +[2025-12-25 08:43:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][550/1573] eta 0:13:58 lr 0.000001 time 0.4172 (0.8200) loss 1279.2357 (1311.9356) grad_norm 179.6856 (206.3288) embed_mse 1278.1705 (1310.8508) mask_bce 0.2285 (0.2445) mask_dice 0.8366 (0.8403) mem 21941MB +[2025-12-25 08:43:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][560/1573] eta 0:14:00 lr 0.000001 time 0.4199 (0.8302) loss 1308.2601 (1311.9903) grad_norm 204.6641 (206.9553) embed_mse 1307.1978 (1310.9054) mask_bce 0.2022 (0.2445) mask_dice 0.8602 (0.8404) mem 21941MB +[2025-12-25 08:43:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][570/1573] eta 0:13:45 lr 0.000001 time 0.4180 (0.8230) loss 1264.3838 (1311.6515) grad_norm 198.5890 (206.8375) embed_mse 1263.2831 (1310.5668) mask_bce 0.2581 (0.2444) mask_dice 0.8427 (0.8404) mem 21941MB +[2025-12-25 08:43:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][580/1573] eta 0:13:43 lr 0.000001 time 2.2889 (0.8293) loss 1329.3171 (1312.0193) grad_norm 243.2925 (207.3438) embed_mse 1328.2097 (1310.9346) mask_bce 0.2799 (0.2443) mask_dice 0.8275 (0.8404) mem 21941MB +[2025-12-25 08:43:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][590/1573] eta 0:13:34 lr 0.000001 time 0.4296 (0.8286) loss 1287.5016 (1311.5681) grad_norm 254.2947 (207.9870) embed_mse 1286.4028 (1310.4836) mask_bce 0.2833 (0.2442) mask_dice 0.8155 (0.8404) mem 21941MB +[2025-12-25 08:43:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][600/1573] eta 0:13:20 lr 0.000001 time 1.0330 (0.8229) loss 1277.7178 (1311.5485) grad_norm 165.2081 (207.7936) embed_mse 1276.6346 (1310.4639) mask_bce 0.2380 (0.2441) mask_dice 0.8451 (0.8405) mem 21941MB +[2025-12-25 08:44:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][610/1573] eta 0:13:14 lr 0.000001 time 0.4200 (0.8252) loss 1374.3582 (1311.7450) grad_norm 191.0331 (207.5730) embed_mse 1373.2561 (1310.6606) mask_bce 0.2832 (0.2437) mask_dice 0.8188 (0.8407) mem 21941MB +[2025-12-25 08:44:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][620/1573] eta 0:13:01 lr 0.000001 time 0.4226 (0.8204) loss 1323.8340 (1311.7125) grad_norm 174.2125 (207.1398) embed_mse 1322.7545 (1310.6282) mask_bce 0.2463 (0.2436) mask_dice 0.8331 (0.8406) mem 21941MB +[2025-12-25 08:44:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][630/1573] eta 0:12:53 lr 0.000001 time 0.4201 (0.8205) loss 1327.8984 (1311.6625) grad_norm 191.2002 (206.9355) embed_mse 1326.8499 (1310.5783) mask_bce 0.2255 (0.2434) mask_dice 0.8230 (0.8408) mem 21941MB +[2025-12-25 08:44:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][640/1573] eta 0:12:42 lr 0.000001 time 0.4171 (0.8177) loss 1274.6514 (1311.4378) grad_norm 239.3705 (206.8980) embed_mse 1273.6056 (1310.3538) mask_bce 0.1768 (0.2432) mask_dice 0.8689 (0.8408) mem 21941MB +[2025-12-25 08:44:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][650/1573] eta 0:12:30 lr 0.000001 time 0.4240 (0.8128) loss 1342.1688 (1311.5363) grad_norm 188.1602 (206.6667) embed_mse 1341.1244 (1310.4526) mask_bce 0.1695 (0.2428) mask_dice 0.8749 (0.8409) mem 21941MB +[2025-12-25 08:44:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][660/1573] eta 0:12:17 lr 0.000001 time 0.4182 (0.8078) loss 1340.9860 (1311.4722) grad_norm 183.6618 (206.3861) embed_mse 1339.8535 (1310.3884) mask_bce 0.2523 (0.2429) mask_dice 0.8802 (0.8409) mem 21941MB +[2025-12-25 08:44:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][670/1573] eta 0:12:08 lr 0.000001 time 0.4205 (0.8062) loss 1255.9882 (1311.5391) grad_norm 263.0694 (207.0691) embed_mse 1254.8379 (1310.4552) mask_bce 0.3047 (0.2430) mask_dice 0.8456 (0.8409) mem 21941MB +[2025-12-25 08:44:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][680/1573] eta 0:11:57 lr 0.000001 time 0.4211 (0.8032) loss 1296.4851 (1311.6042) grad_norm 154.8441 (205.9219) embed_mse 1295.4369 (1310.5202) mask_bce 0.2057 (0.2431) mask_dice 0.8425 (0.8408) mem 21941MB +[2025-12-25 08:44:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][690/1573] eta 0:11:44 lr 0.000001 time 0.4187 (0.7977) loss 1298.9243 (1311.7461) grad_norm 209.1802 (205.9598) embed_mse 1297.8180 (1310.6622) mask_bce 0.2687 (0.2430) mask_dice 0.8376 (0.8409) mem 21941MB +[2025-12-25 08:45:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][700/1573] eta 0:11:37 lr 0.000001 time 2.1517 (0.7984) loss 1317.5701 (1311.4303) grad_norm 182.7463 (205.6929) embed_mse 1316.5095 (1310.3465) mask_bce 0.2071 (0.2428) mask_dice 0.8534 (0.8409) mem 21941MB +[2025-12-25 08:45:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][710/1573] eta 0:11:25 lr 0.000001 time 0.4211 (0.7948) loss 1318.3859 (1311.3348) grad_norm 226.0118 (205.9239) embed_mse 1317.2975 (1310.2510) mask_bce 0.2502 (0.2428) mask_dice 0.8382 (0.8409) mem 21941MB +[2025-12-25 08:45:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][720/1573] eta 0:11:14 lr 0.000001 time 0.4218 (0.7910) loss 1272.5327 (1311.2375) grad_norm 186.4638 (205.5756) embed_mse 1271.4482 (1310.1537) mask_bce 0.2584 (0.2429) mask_dice 0.8261 (0.8409) mem 21941MB +[2025-12-25 08:45:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][730/1573] eta 0:11:02 lr 0.000001 time 0.4195 (0.7860) loss 1294.4777 (1311.3027) grad_norm 163.7183 (205.1156) embed_mse 1293.3868 (1310.2190) mask_bce 0.2590 (0.2428) mask_dice 0.8318 (0.8409) mem 21941MB +[2025-12-25 08:45:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][740/1573] eta 0:10:53 lr 0.000001 time 0.4223 (0.7846) loss 1377.4563 (1311.5914) grad_norm 387.5929 (207.0991) embed_mse 1376.3896 (1310.5075) mask_bce 0.2055 (0.2429) mask_dice 0.8610 (0.8409) mem 21941MB +[2025-12-25 08:45:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][750/1573] eta 0:10:42 lr 0.000001 time 0.4204 (0.7810) loss 1324.0002 (1311.5305) grad_norm 193.8176 (206.9563) embed_mse 1322.9083 (1310.4467) mask_bce 0.2467 (0.2429) mask_dice 0.8453 (0.8409) mem 21941MB +[2025-12-25 08:45:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][760/1573] eta 0:10:35 lr 0.000001 time 0.4392 (0.7811) loss 1393.2184 (1311.5767) grad_norm 156.4117 (206.5373) embed_mse 1392.1169 (1310.4930) mask_bce 0.2453 (0.2428) mask_dice 0.8562 (0.8409) mem 21941MB +[2025-12-25 08:45:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][770/1573] eta 0:10:26 lr 0.000001 time 0.4262 (0.7799) loss 1346.5726 (1311.8634) grad_norm 142.1090 (205.8662) embed_mse 1345.4821 (1310.7796) mask_bce 0.2393 (0.2428) mask_dice 0.8512 (0.8410) mem 21941MB +[2025-12-25 08:45:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][780/1573] eta 0:10:14 lr 0.000001 time 0.4203 (0.7754) loss 1295.0522 (1311.5499) grad_norm 280.0104 (206.6306) embed_mse 1293.9852 (1310.4663) mask_bce 0.2221 (0.2426) mask_dice 0.8450 (0.8410) mem 21941MB +[2025-12-25 08:45:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][790/1573] eta 0:10:09 lr 0.000001 time 0.4182 (0.7789) loss 1340.8517 (1311.6243) grad_norm 236.4397 (206.9347) embed_mse 1339.7722 (1310.5408) mask_bce 0.2618 (0.2426) mask_dice 0.8178 (0.8410) mem 21941MB +[2025-12-25 08:46:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][800/1573] eta 0:10:01 lr 0.000001 time 0.4712 (0.7785) loss 1401.5957 (1311.7809) grad_norm 194.2529 (206.6794) embed_mse 1400.5253 (1310.6974) mask_bce 0.2254 (0.2427) mask_dice 0.8450 (0.8408) mem 21941MB +[2025-12-25 08:46:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][810/1573] eta 0:09:53 lr 0.000001 time 0.4182 (0.7781) loss 1283.4701 (1311.6623) grad_norm 193.1002 (206.5449) embed_mse 1282.4357 (1310.5789) mask_bce 0.1840 (0.2425) mask_dice 0.8503 (0.8408) mem 21941MB +[2025-12-25 08:46:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][820/1573] eta 0:09:43 lr 0.000001 time 0.4203 (0.7743) loss 1291.9553 (1311.7524) grad_norm 175.1747 (206.2374) embed_mse 1290.9017 (1310.6690) mask_bce 0.2275 (0.2425) mask_dice 0.8261 (0.8409) mem 21941MB +[2025-12-25 08:46:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][830/1573] eta 0:09:36 lr 0.000001 time 1.1296 (0.7755) loss 1272.6399 (1311.4197) grad_norm 172.5387 (205.9102) embed_mse 1271.5487 (1310.3362) mask_bce 0.2610 (0.2427) mask_dice 0.8303 (0.8408) mem 21941MB +[2025-12-25 08:46:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][840/1573] eta 0:09:30 lr 0.000001 time 0.4223 (0.7789) loss 1328.5184 (1311.4090) grad_norm 222.0707 (205.8027) embed_mse 1327.4420 (1310.3254) mask_bce 0.2410 (0.2428) mask_dice 0.8355 (0.8408) mem 21941MB +[2025-12-25 08:46:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][850/1573] eta 0:09:23 lr 0.000001 time 0.4173 (0.7794) loss 1311.2061 (1311.2897) grad_norm 204.2035 (205.7876) embed_mse 1310.1422 (1310.2060) mask_bce 0.2119 (0.2428) mask_dice 0.8519 (0.8408) mem 21941MB +[2025-12-25 08:46:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][860/1573] eta 0:09:16 lr 0.000001 time 0.4196 (0.7800) loss 1313.7125 (1311.5363) grad_norm 329.7155 (206.9458) embed_mse 1312.6726 (1310.4528) mask_bce 0.1642 (0.2425) mask_dice 0.8758 (0.8410) mem 21941MB +[2025-12-25 08:46:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][870/1573] eta 0:09:05 lr 0.000001 time 0.4193 (0.7765) loss 1313.9456 (1311.5405) grad_norm 169.9283 (206.6030) embed_mse 1312.8640 (1310.4572) mask_bce 0.2372 (0.2424) mask_dice 0.8442 (0.8410) mem 21941MB +[2025-12-25 08:47:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][880/1573] eta 0:09:01 lr 0.000001 time 0.4167 (0.7813) loss 1302.2804 (1311.7241) grad_norm 165.7773 (206.0996) embed_mse 1301.1793 (1310.6407) mask_bce 0.2685 (0.2425) mask_dice 0.8326 (0.8410) mem 21941MB +[2025-12-25 08:47:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][890/1573] eta 0:08:54 lr 0.000001 time 1.0760 (0.7822) loss 1281.4860 (1311.6909) grad_norm 226.5574 (206.2840) embed_mse 1280.4213 (1310.6075) mask_bce 0.2005 (0.2424) mask_dice 0.8642 (0.8410) mem 21941MB +[2025-12-25 08:47:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][900/1573] eta 0:08:48 lr 0.000001 time 0.4190 (0.7848) loss 1278.7723 (1311.6210) grad_norm 176.0024 (206.0136) embed_mse 1277.6886 (1310.5376) mask_bce 0.2403 (0.2425) mask_dice 0.8435 (0.8410) mem 21941MB +[2025-12-25 08:47:36 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][910/1573] eta 0:08:39 lr 0.000001 time 0.4221 (0.7830) loss 1300.3438 (1311.7349) grad_norm 275.7323 (206.6306) embed_mse 1299.2557 (1310.6514) mask_bce 0.2514 (0.2424) mask_dice 0.8367 (0.8411) mem 21941MB +[2025-12-25 08:47:42 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][920/1573] eta 0:08:30 lr 0.000001 time 0.4186 (0.7816) loss 1334.3387 (1311.9010) grad_norm inf (inf) embed_mse 1333.2522 (1310.8174) mask_bce 0.2679 (0.2426) mask_dice 0.8187 (0.8410) mem 21941MB +[2025-12-25 08:47:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][930/1573] eta 0:08:22 lr 0.000001 time 0.4279 (0.7818) loss 1320.1549 (1311.9751) grad_norm 153.1513 (inf) embed_mse 1319.0975 (1310.8916) mask_bce 0.2007 (0.2425) mask_dice 0.8566 (0.8410) mem 21941MB +[2025-12-25 08:48:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][940/1573] eta 0:08:19 lr 0.000001 time 8.9066 (0.7891) loss 1296.3556 (1312.1179) grad_norm 243.0412 (inf) embed_mse 1295.2975 (1311.0342) mask_bce 0.2287 (0.2426) mask_dice 0.8293 (0.8411) mem 21941MB +[2025-12-25 08:48:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][950/1573] eta 0:08:14 lr 0.000001 time 0.4227 (0.7945) loss 1373.2522 (1312.2290) grad_norm 204.4999 (inf) embed_mse 1372.1543 (1311.1453) mask_bce 0.2630 (0.2426) mask_dice 0.8348 (0.8411) mem 21941MB +[2025-12-25 08:48:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][960/1573] eta 0:08:04 lr 0.000001 time 0.4166 (0.7907) loss 1294.9396 (1312.0830) grad_norm 210.8102 (inf) embed_mse 1293.8735 (1310.9993) mask_bce 0.1981 (0.2426) mask_dice 0.8679 (0.8411) mem 21941MB +[2025-12-25 08:48:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][970/1573] eta 0:07:54 lr 0.000001 time 0.4385 (0.7869) loss 1299.9490 (1312.0933) grad_norm 199.6266 (inf) embed_mse 1298.8805 (1311.0095) mask_bce 0.2212 (0.2426) mask_dice 0.8473 (0.8411) mem 21941MB +[2025-12-25 08:48:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][980/1573] eta 0:07:44 lr 0.000001 time 0.4201 (0.7841) loss 1329.3812 (1312.1617) grad_norm 169.4610 (inf) embed_mse 1328.3048 (1311.0780) mask_bce 0.2163 (0.2425) mask_dice 0.8601 (0.8412) mem 21941MB +[2025-12-25 08:48:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][990/1573] eta 0:07:39 lr 0.000001 time 0.4187 (0.7884) loss 1357.3838 (1312.2108) grad_norm 203.8685 (inf) embed_mse 1356.3091 (1311.1271) mask_bce 0.2510 (0.2425) mask_dice 0.8237 (0.8412) mem 21941MB +[2025-12-25 08:48:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1000/1573] eta 0:07:35 lr 0.000001 time 0.4277 (0.7945) loss 1318.9918 (1312.3068) grad_norm 154.9900 (inf) embed_mse 1317.9260 (1311.2232) mask_bce 0.2119 (0.2425) mask_dice 0.8539 (0.8411) mem 21941MB +[2025-12-25 08:49:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1010/1573] eta 0:07:26 lr 0.000001 time 0.4303 (0.7927) loss 1315.0831 (1312.3823) grad_norm 159.7601 (inf) embed_mse 1313.9991 (1311.2987) mask_bce 0.2538 (0.2425) mask_dice 0.8303 (0.8411) mem 21941MB +[2025-12-25 08:49:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1020/1573] eta 0:07:16 lr 0.000001 time 0.4203 (0.7892) loss 1342.9053 (1312.4176) grad_norm 180.8394 (inf) embed_mse 1341.8317 (1311.3338) mask_bce 0.2404 (0.2427) mask_dice 0.8333 (0.8410) mem 21941MB +[2025-12-25 08:49:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1030/1573] eta 0:07:06 lr 0.000001 time 0.4654 (0.7857) loss 1354.8007 (1312.3133) grad_norm 211.2212 (inf) embed_mse 1353.7168 (1311.2295) mask_bce 0.2594 (0.2427) mask_dice 0.8245 (0.8411) mem 21941MB +[2025-12-25 08:49:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1040/1573] eta 0:07:00 lr 0.000001 time 0.4373 (0.7887) loss 1324.5864 (1312.3175) grad_norm 215.2346 (inf) embed_mse 1323.5032 (1311.2338) mask_bce 0.2495 (0.2426) mask_dice 0.8338 (0.8411) mem 21941MB +[2025-12-25 08:49:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1050/1573] eta 0:06:50 lr 0.000001 time 0.4222 (0.7854) loss 1317.9271 (1312.2914) grad_norm 234.5339 (inf) embed_mse 1316.8514 (1311.2078) mask_bce 0.2475 (0.2426) mask_dice 0.8282 (0.8411) mem 21941MB +[2025-12-25 08:49:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1060/1573] eta 0:06:45 lr 0.000001 time 0.4206 (0.7904) loss 1255.0736 (1312.1755) grad_norm 193.8900 (inf) embed_mse 1253.8529 (1311.0918) mask_bce 0.3828 (0.2427) mask_dice 0.8380 (0.8411) mem 21941MB +[2025-12-25 08:49:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1070/1573] eta 0:06:38 lr 0.000001 time 6.0171 (0.7931) loss 1353.3621 (1312.3697) grad_norm 215.2404 (inf) embed_mse 1352.2653 (1311.2859) mask_bce 0.2675 (0.2427) mask_dice 0.8294 (0.8411) mem 21941MB +[2025-12-25 08:49:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1080/1573] eta 0:06:29 lr 0.000001 time 0.4215 (0.7899) loss 1240.5905 (1312.2266) grad_norm 141.3672 (inf) embed_mse 1239.5344 (1311.1429) mask_bce 0.2159 (0.2426) mask_dice 0.8401 (0.8411) mem 21941MB +[2025-12-25 08:50:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1090/1573] eta 0:06:21 lr 0.000001 time 0.4210 (0.7892) loss 1279.1897 (1312.2268) grad_norm 181.5567 (inf) embed_mse 1278.0647 (1311.1430) mask_bce 0.2749 (0.2427) mask_dice 0.8501 (0.8411) mem 21941MB +[2025-12-25 08:50:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1100/1573] eta 0:06:13 lr 0.000001 time 0.4649 (0.7901) loss 1367.9296 (1312.4497) grad_norm 248.9398 (inf) embed_mse 1366.8347 (1311.3659) mask_bce 0.2567 (0.2428) mask_dice 0.8382 (0.8411) mem 21941MB +[2025-12-25 08:50:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1110/1573] eta 0:06:05 lr 0.000001 time 0.4278 (0.7896) loss 1310.5087 (1312.4495) grad_norm 188.2268 (inf) embed_mse 1309.4131 (1311.3656) mask_bce 0.2589 (0.2428) mask_dice 0.8366 (0.8411) mem 21941MB +[2025-12-25 08:50:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1120/1573] eta 0:05:56 lr 0.000001 time 0.4263 (0.7864) loss 1306.5328 (1312.4105) grad_norm 155.0557 (inf) embed_mse 1305.4716 (1311.3267) mask_bce 0.1866 (0.2427) mask_dice 0.8747 (0.8411) mem 21941MB +[2025-12-25 08:50:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1130/1573] eta 0:05:49 lr 0.000001 time 1.1873 (0.7881) loss 1263.8656 (1312.2999) grad_norm 254.6667 (inf) embed_mse 1262.7650 (1311.2160) mask_bce 0.2424 (0.2428) mask_dice 0.8581 (0.8411) mem 21941MB +[2025-12-25 08:50:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1140/1573] eta 0:05:43 lr 0.000001 time 0.4193 (0.7926) loss 1379.8595 (1312.3436) grad_norm 156.4530 (inf) embed_mse 1378.8013 (1311.2597) mask_bce 0.2229 (0.2428) mask_dice 0.8353 (0.8411) mem 21941MB +[2025-12-25 08:50:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1150/1573] eta 0:05:34 lr 0.000001 time 0.4378 (0.7917) loss 1374.2039 (1312.5116) grad_norm 155.6229 (inf) embed_mse 1373.1301 (1311.4277) mask_bce 0.2410 (0.2429) mask_dice 0.8328 (0.8410) mem 21941MB +[2025-12-25 08:50:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1160/1573] eta 0:05:25 lr 0.000001 time 0.4203 (0.7886) loss 1329.1600 (1312.5425) grad_norm 160.3458 (inf) embed_mse 1328.0293 (1311.4586) mask_bce 0.2677 (0.2429) mask_dice 0.8630 (0.8410) mem 21941MB +[2025-12-25 08:51:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1170/1573] eta 0:05:19 lr 0.000001 time 0.4318 (0.7920) loss 1357.7626 (1312.5734) grad_norm 259.3116 (inf) embed_mse 1356.5679 (1311.4895) mask_bce 0.3665 (0.2429) mask_dice 0.8283 (0.8410) mem 21941MB +[2025-12-25 08:51:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1180/1573] eta 0:05:10 lr 0.000001 time 0.4193 (0.7899) loss 1298.4380 (1312.3654) grad_norm 168.2353 (inf) embed_mse 1297.3524 (1311.2814) mask_bce 0.2044 (0.2429) mask_dice 0.8812 (0.8411) mem 21941MB +[2025-12-25 08:51:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1190/1573] eta 0:05:02 lr 0.000001 time 0.4250 (0.7899) loss 1272.9219 (1312.2549) grad_norm 227.7658 (inf) embed_mse 1271.8467 (1311.1710) mask_bce 0.2276 (0.2429) mask_dice 0.8475 (0.8411) mem 21941MB +[2025-12-25 08:51:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1200/1573] eta 0:04:54 lr 0.000001 time 0.4227 (0.7893) loss 1352.9203 (1312.2908) grad_norm 148.5938 (inf) embed_mse 1351.8665 (1311.2070) mask_bce 0.2172 (0.2428) mask_dice 0.8366 (0.8411) mem 21941MB +[2025-12-25 08:51:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1210/1573] eta 0:04:45 lr 0.000001 time 0.4198 (0.7863) loss 1317.3677 (1312.2259) grad_norm 167.7133 (inf) embed_mse 1316.2600 (1311.1421) mask_bce 0.3030 (0.2428) mask_dice 0.8047 (0.8410) mem 21941MB +[2025-12-25 08:51:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1220/1573] eta 0:04:37 lr 0.000001 time 0.4238 (0.7868) loss 1345.3229 (1312.0970) grad_norm 209.4461 (inf) embed_mse 1344.2518 (1311.0130) mask_bce 0.2212 (0.2429) mask_dice 0.8498 (0.8410) mem 21941MB +[2025-12-25 08:51:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1230/1573] eta 0:04:30 lr 0.000001 time 0.4251 (0.7881) loss 1285.5892 (1311.8649) grad_norm 237.5310 (inf) embed_mse 1284.4948 (1310.7810) mask_bce 0.2563 (0.2428) mask_dice 0.8382 (0.8410) mem 21941MB +[2025-12-25 08:51:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1240/1573] eta 0:04:21 lr 0.000001 time 0.4184 (0.7855) loss 1250.1345 (1311.9205) grad_norm 175.6460 (inf) embed_mse 1249.0800 (1310.8367) mask_bce 0.2139 (0.2428) mask_dice 0.8407 (0.8410) mem 21941MB +[2025-12-25 08:52:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1250/1573] eta 0:04:13 lr 0.000001 time 0.4201 (0.7846) loss 1322.5710 (1311.9526) grad_norm 202.4241 (inf) embed_mse 1321.4814 (1310.8688) mask_bce 0.2496 (0.2429) mask_dice 0.8401 (0.8409) mem 21941MB +[2025-12-25 08:52:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1260/1573] eta 0:04:06 lr 0.000001 time 0.4208 (0.7868) loss 1367.1803 (1311.9865) grad_norm 174.1064 (inf) embed_mse 1366.0770 (1310.9026) mask_bce 0.2585 (0.2429) mask_dice 0.8448 (0.8410) mem 21941MB +[2025-12-25 08:52:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1270/1573] eta 0:03:59 lr 0.000001 time 0.4223 (0.7918) loss 1237.8209 (1311.8656) grad_norm 205.5367 (inf) embed_mse 1236.7334 (1310.7818) mask_bce 0.2535 (0.2428) mask_dice 0.8340 (0.8410) mem 21941MB +[2025-12-25 08:52:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1280/1573] eta 0:03:51 lr 0.000001 time 0.4456 (0.7890) loss 1299.0941 (1311.7667) grad_norm 162.4491 (inf) embed_mse 1298.0082 (1310.6829) mask_bce 0.2330 (0.2429) mask_dice 0.8529 (0.8410) mem 21941MB +[2025-12-25 08:52:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1290/1573] eta 0:03:42 lr 0.000001 time 0.4224 (0.7875) loss 1309.1213 (1311.6812) grad_norm 148.2261 (inf) embed_mse 1308.0159 (1310.5973) mask_bce 0.2614 (0.2430) mask_dice 0.8442 (0.8409) mem 21941MB +[2025-12-25 08:52:49 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1300/1573] eta 0:03:35 lr 0.000001 time 0.4397 (0.7889) loss 1311.9763 (1311.6134) grad_norm 405.5510 (inf) embed_mse 1310.8678 (1310.5296) mask_bce 0.2761 (0.2429) mask_dice 0.8324 (0.8409) mem 21941MB +[2025-12-25 08:52:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1310/1573] eta 0:03:27 lr 0.000001 time 0.4234 (0.7901) loss 1330.6075 (1311.7366) grad_norm 159.2180 (inf) embed_mse 1329.5165 (1310.6527) mask_bce 0.2467 (0.2429) mask_dice 0.8444 (0.8410) mem 21941MB +[2025-12-25 08:53:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1320/1573] eta 0:03:19 lr 0.000001 time 0.4202 (0.7880) loss 1340.2242 (1311.8348) grad_norm 202.0485 (inf) embed_mse 1339.1553 (1310.7510) mask_bce 0.2217 (0.2429) mask_dice 0.8473 (0.8410) mem 21941MB +[2025-12-25 08:53:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1330/1573] eta 0:03:12 lr 0.000001 time 3.2842 (0.7903) loss 1299.4149 (1311.7068) grad_norm 199.9301 (inf) embed_mse 1298.3516 (1310.6228) mask_bce 0.2145 (0.2431) mask_dice 0.8489 (0.8409) mem 21941MB +[2025-12-25 08:53:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1340/1573] eta 0:03:04 lr 0.000001 time 0.4260 (0.7908) loss 1294.5952 (1311.6846) grad_norm 184.6270 (inf) embed_mse 1293.5387 (1310.6004) mask_bce 0.2369 (0.2433) mask_dice 0.8196 (0.8409) mem 21941MB +[2025-12-25 08:53:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1350/1573] eta 0:02:55 lr 0.000001 time 0.4485 (0.7881) loss 1366.2316 (1311.6529) grad_norm 135.9939 (inf) embed_mse 1365.1432 (1310.5688) mask_bce 0.2687 (0.2433) mask_dice 0.8198 (0.8408) mem 21941MB +[2025-12-25 08:53:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1360/1573] eta 0:02:48 lr 0.000001 time 0.4193 (0.7905) loss 1354.1049 (1311.7755) grad_norm 213.4405 (inf) embed_mse 1353.0127 (1310.6912) mask_bce 0.2496 (0.2434) mask_dice 0.8425 (0.8409) mem 21941MB +[2025-12-25 08:53:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1370/1573] eta 0:02:40 lr 0.000001 time 0.4239 (0.7919) loss 1290.0140 (1311.7377) grad_norm 153.7910 (inf) embed_mse 1288.9165 (1310.6534) mask_bce 0.2690 (0.2435) mask_dice 0.8285 (0.8409) mem 21941MB +[2025-12-25 08:53:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1380/1573] eta 0:02:32 lr 0.000001 time 0.4229 (0.7893) loss 1277.2922 (1311.6691) grad_norm 174.6103 (inf) embed_mse 1276.1903 (1310.5848) mask_bce 0.2739 (0.2434) mask_dice 0.8280 (0.8409) mem 21941MB +[2025-12-25 08:54:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1390/1573] eta 0:02:24 lr 0.000001 time 0.4585 (0.7919) loss 1319.4971 (1311.7397) grad_norm 190.1337 (inf) embed_mse 1318.4218 (1310.6554) mask_bce 0.2440 (0.2435) mask_dice 0.8313 (0.8409) mem 21941MB +[2025-12-25 08:54:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1400/1573] eta 0:02:16 lr 0.000001 time 0.8623 (0.7896) loss 1291.1603 (1311.7241) grad_norm 291.9866 (inf) embed_mse 1290.1049 (1310.6398) mask_bce 0.1854 (0.2434) mask_dice 0.8702 (0.8409) mem 21941MB +[2025-12-25 08:54:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1410/1573] eta 0:02:09 lr 0.000001 time 0.4175 (0.7936) loss 1306.2423 (1311.7323) grad_norm 205.3615 (inf) embed_mse 1305.2087 (1310.6480) mask_bce 0.1699 (0.2435) mask_dice 0.8637 (0.8408) mem 21941MB +[2025-12-25 08:54:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1420/1573] eta 0:02:01 lr 0.000001 time 0.4197 (0.7910) loss 1250.6366 (1311.6188) grad_norm 226.2758 (inf) embed_mse 1249.5690 (1310.5345) mask_bce 0.2014 (0.2435) mask_dice 0.8662 (0.8408) mem 21941MB +[2025-12-25 08:54:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1430/1573] eta 0:01:52 lr 0.000001 time 0.4155 (0.7889) loss 1321.4886 (1311.5070) grad_norm 276.4400 (inf) embed_mse 1320.4105 (1310.4227) mask_bce 0.2384 (0.2436) mask_dice 0.8397 (0.8408) mem 21941MB +[2025-12-25 08:54:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1440/1573] eta 0:01:45 lr 0.000001 time 0.4185 (0.7944) loss 1299.8401 (1311.5695) grad_norm 240.4955 (inf) embed_mse 1298.7463 (1310.4851) mask_bce 0.2408 (0.2436) mask_dice 0.8529 (0.8408) mem 21941MB +[2025-12-25 08:54:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1450/1573] eta 0:01:37 lr 0.000001 time 0.4255 (0.7937) loss 1265.4839 (1311.4995) grad_norm 181.1597 (inf) embed_mse 1264.4237 (1310.4150) mask_bce 0.2170 (0.2437) mask_dice 0.8432 (0.8408) mem 21941MB +[2025-12-25 08:55:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1460/1573] eta 0:01:29 lr 0.000001 time 0.4210 (0.7922) loss 1342.5453 (1311.6428) grad_norm 230.1390 (inf) embed_mse 1341.4243 (1310.5583) mask_bce 0.2892 (0.2437) mask_dice 0.8318 (0.8408) mem 21941MB +[2025-12-25 08:55:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1470/1573] eta 0:01:21 lr 0.000001 time 0.4195 (0.7908) loss 1370.3534 (1311.6893) grad_norm 176.1649 (inf) embed_mse 1369.2854 (1310.6049) mask_bce 0.2369 (0.2436) mask_dice 0.8311 (0.8408) mem 21941MB +[2025-12-25 08:55:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1480/1573] eta 0:01:13 lr 0.000001 time 2.4678 (0.7917) loss 1319.0001 (1311.8074) grad_norm 219.7841 (inf) embed_mse 1317.8892 (1310.7231) mask_bce 0.2778 (0.2436) mask_dice 0.8331 (0.8407) mem 21941MB +[2025-12-25 08:55:25 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1490/1573] eta 0:01:05 lr 0.000001 time 0.4255 (0.7930) loss 1333.0984 (1311.7752) grad_norm 294.8083 (inf) embed_mse 1331.9958 (1310.6908) mask_bce 0.2484 (0.2437) mask_dice 0.8541 (0.8407) mem 21941MB +[2025-12-25 08:55:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1500/1573] eta 0:00:57 lr 0.000001 time 0.4185 (0.7916) loss 1320.3202 (1311.9435) grad_norm 166.6643 (inf) embed_mse 1319.2573 (1310.8591) mask_bce 0.2279 (0.2437) mask_dice 0.8349 (0.8407) mem 21941MB +[2025-12-25 08:55:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1510/1573] eta 0:00:50 lr 0.000001 time 0.4183 (0.7962) loss 1297.7998 (1311.8512) grad_norm 270.3946 (inf) embed_mse 1296.7352 (1310.7668) mask_bce 0.2234 (0.2437) mask_dice 0.8412 (0.8407) mem 21941MB +[2025-12-25 08:55:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1520/1573] eta 0:00:42 lr 0.000001 time 1.6078 (0.7955) loss 1334.3391 (1311.8020) grad_norm 203.4745 (inf) embed_mse 1333.2694 (1310.7177) mask_bce 0.2139 (0.2436) mask_dice 0.8558 (0.8407) mem 21941MB +[2025-12-25 08:56:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1530/1573] eta 0:00:34 lr 0.000001 time 0.4254 (0.7954) loss 1295.3026 (1311.9040) grad_norm 216.3027 (inf) embed_mse 1294.2050 (1310.8198) mask_bce 0.2572 (0.2435) mask_dice 0.8405 (0.8407) mem 21941MB +[2025-12-25 08:56:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1540/1573] eta 0:00:26 lr 0.000001 time 0.4252 (0.8010) loss 1280.6033 (1311.7756) grad_norm 257.2866 (inf) embed_mse 1279.5227 (1310.6915) mask_bce 0.2463 (0.2434) mask_dice 0.8342 (0.8408) mem 21941MB +[2025-12-25 08:56:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1550/1573] eta 0:00:18 lr 0.000001 time 0.4215 (0.7986) loss 1392.5198 (1311.8554) grad_norm 259.7567 (inf) embed_mse 1391.4227 (1310.7713) mask_bce 0.2284 (0.2433) mask_dice 0.8687 (0.8408) mem 21941MB +[2025-12-25 08:56:32 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1560/1573] eta 0:00:10 lr 0.000001 time 0.4229 (0.8007) loss 1327.1178 (1311.9214) grad_norm 180.2176 (inf) embed_mse 1326.0099 (1310.8373) mask_bce 0.2714 (0.2433) mask_dice 0.8366 (0.8408) mem 21941MB +[2025-12-25 08:56:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [28/30][1570/1573] eta 0:00:02 lr 0.000001 time 0.4220 (0.7999) loss 1309.6895 (1311.8007) grad_norm 220.9123 (inf) embed_mse 1308.5952 (1310.7165) mask_bce 0.2666 (0.2434) mask_dice 0.8276 (0.8408) mem 21941MB +[2025-12-25 08:56:41 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 28 training takes 0:20:58 +[2025-12-25 08:56:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][0/1573] eta 1:54:54 lr 0.000001 time 4.3832 (4.3832) loss 1365.9940 (1365.9940) grad_norm 0.0000 (0.0000) embed_mse 1364.9294 (1364.9294) mask_bce 0.2024 (0.2024) mask_dice 0.8621 (0.8621) mem 21941MB +[2025-12-25 08:56:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][10/1573] eta 0:35:47 lr 0.000001 time 0.4293 (1.3737) loss 1309.0852 (1315.6239) grad_norm 261.1889 (261.1889) embed_mse 1307.9899 (1314.5233) mask_bce 0.2581 (0.2606) mask_dice 0.8372 (0.8401) mem 21941MB +[2025-12-25 08:57:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][20/1573] eta 0:28:25 lr 0.000001 time 0.4261 (1.0982) loss 1285.5055 (1317.3282) grad_norm 232.4503 (246.8196) embed_mse 1284.4396 (1316.2401) mask_bce 0.2110 (0.2447) mask_dice 0.8548 (0.8434) mem 21941MB +[2025-12-25 08:57:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][30/1573] eta 0:24:41 lr 0.000001 time 0.4303 (0.9603) loss 1254.3496 (1309.0557) grad_norm 186.2486 (226.6293) embed_mse 1253.2672 (1307.9716) mask_bce 0.2436 (0.2438) mask_dice 0.8389 (0.8403) mem 21941MB +[2025-12-25 08:57:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][40/1573] eta 0:23:17 lr 0.000001 time 0.4225 (0.9117) loss 1332.7996 (1314.9680) grad_norm 200.0436 (220.4679) embed_mse 1331.7343 (1313.8850) mask_bce 0.2390 (0.2436) mask_dice 0.8262 (0.8393) mem 21941MB +[2025-12-25 08:57:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][50/1573] eta 0:22:43 lr 0.000001 time 0.4213 (0.8953) loss 1280.0668 (1315.5538) grad_norm 204.1869 (217.7544) embed_mse 1278.9740 (1314.4709) mask_bce 0.2391 (0.2423) mask_dice 0.8537 (0.8407) mem 21941MB +[2025-12-25 08:57:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][60/1573] eta 0:23:12 lr 0.000001 time 1.3946 (0.9203) loss 1292.7300 (1312.2730) grad_norm 174.2985 (211.5464) embed_mse 1291.6162 (1311.1904) mask_bce 0.2947 (0.2440) mask_dice 0.8191 (0.8386) mem 21941MB +[2025-12-25 08:57:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][70/1573] eta 0:22:48 lr 0.000001 time 0.4637 (0.9107) loss 1309.3604 (1313.4954) grad_norm 214.7012 (211.9407) embed_mse 1308.2571 (1312.4113) mask_bce 0.2982 (0.2468) mask_dice 0.8051 (0.8373) mem 21941MB +[2025-12-25 08:57:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][80/1573] eta 0:21:28 lr 0.000001 time 0.4269 (0.8634) loss 1269.1001 (1311.0916) grad_norm 155.2508 (202.8276) embed_mse 1268.0375 (1310.0088) mask_bce 0.2291 (0.2436) mask_dice 0.8335 (0.8392) mem 21941MB +[2025-12-25 08:57:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][90/1573] eta 0:20:19 lr 0.000001 time 0.4270 (0.8224) loss 1291.0547 (1312.8356) grad_norm 192.6344 (201.9009) embed_mse 1289.9441 (1311.7527) mask_bce 0.2837 (0.2447) mask_dice 0.8269 (0.8382) mem 21941MB +[2025-12-25 08:58:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][100/1573] eta 0:20:28 lr 0.000001 time 0.7078 (0.8341) loss 1347.1825 (1311.5632) grad_norm 200.7528 (201.8053) embed_mse 1346.0883 (1310.4813) mask_bce 0.2637 (0.2437) mask_dice 0.8306 (0.8382) mem 21941MB +[2025-12-25 08:58:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][110/1573] eta 0:20:26 lr 0.000001 time 0.4514 (0.8382) loss 1396.3979 (1311.5861) grad_norm 153.9802 (198.1264) embed_mse 1395.3041 (1310.5024) mask_bce 0.2537 (0.2449) mask_dice 0.8402 (0.8388) mem 21941MB +[2025-12-25 08:58:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][120/1573] eta 0:20:03 lr 0.000001 time 0.4218 (0.8284) loss 1310.1423 (1310.7040) grad_norm 252.1972 (205.4162) embed_mse 1309.0753 (1309.6199) mask_bce 0.2169 (0.2460) mask_dice 0.8501 (0.8382) mem 21941MB +[2025-12-25 08:58:28 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][130/1573] eta 0:19:38 lr 0.000001 time 0.4224 (0.8169) loss 1349.5936 (1309.8712) grad_norm 189.5476 (204.4244) embed_mse 1348.5190 (1308.7869) mask_bce 0.2080 (0.2464) mask_dice 0.8666 (0.8379) mem 21941MB +[2025-12-25 08:58:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][140/1573] eta 0:19:36 lr 0.000001 time 0.4250 (0.8211) loss 1273.9974 (1309.9927) grad_norm 176.6468 (202.7904) embed_mse 1272.9263 (1308.9086) mask_bce 0.2279 (0.2458) mask_dice 0.8433 (0.8383) mem 21941MB +[2025-12-25 08:58:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][150/1573] eta 0:19:38 lr 0.000001 time 0.4222 (0.8279) loss 1345.4714 (1310.4221) grad_norm 173.1181 (201.1419) embed_mse 1344.3922 (1309.3382) mask_bce 0.2579 (0.2453) mask_dice 0.8213 (0.8386) mem 21941MB +[2025-12-25 08:59:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][160/1573] eta 0:20:21 lr 0.000001 time 3.9927 (0.8645) loss 1313.2731 (1310.5808) grad_norm 284.8815 (211.1766) embed_mse 1312.1272 (1309.4956) mask_bce 0.2527 (0.2464) mask_dice 0.8931 (0.8388) mem 21941MB +[2025-12-25 08:59:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][170/1573] eta 0:19:43 lr 0.000001 time 0.4188 (0.8437) loss 1322.0441 (1310.6232) grad_norm 152.4264 (208.3789) embed_mse 1320.9867 (1309.5383) mask_bce 0.2087 (0.2457) mask_dice 0.8486 (0.8392) mem 21941MB +[2025-12-25 08:59:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][180/1573] eta 0:19:20 lr 0.000001 time 2.6544 (0.8328) loss 1333.8867 (1310.3089) grad_norm 148.2060 (205.6438) embed_mse 1332.7672 (1309.2247) mask_bce 0.3075 (0.2449) mask_dice 0.8120 (0.8392) mem 21941MB +[2025-12-25 08:59:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][190/1573] eta 0:19:34 lr 0.000001 time 0.4204 (0.8496) loss 1341.8156 (1310.1156) grad_norm 147.0634 (203.0968) embed_mse 1340.7291 (1309.0314) mask_bce 0.2441 (0.2446) mask_dice 0.8423 (0.8396) mem 21941MB +[2025-12-25 08:59:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][200/1573] eta 0:18:57 lr 0.000001 time 0.4245 (0.8284) loss 1310.2059 (1309.7912) grad_norm 179.4286 (200.4238) embed_mse 1309.1193 (1308.7081) mask_bce 0.2497 (0.2434) mask_dice 0.8369 (0.8398) mem 21941MB +[2025-12-25 08:59:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][210/1573] eta 0:18:39 lr 0.000001 time 0.4211 (0.8210) loss 1338.9845 (1310.3105) grad_norm 182.6436 (199.7400) embed_mse 1337.8916 (1309.2266) mask_bce 0.2383 (0.2441) mask_dice 0.8546 (0.8398) mem 21941MB +[2025-12-25 08:59:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][220/1573] eta 0:18:40 lr 0.000001 time 0.6328 (0.8285) loss 1298.0703 (1310.0414) grad_norm 255.4620 (201.8038) embed_mse 1297.0127 (1308.9583) mask_bce 0.2287 (0.2433) mask_dice 0.8290 (0.8398) mem 21941MB +[2025-12-25 08:59:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][230/1573] eta 0:18:48 lr 0.000001 time 0.4240 (0.8400) loss 1321.7910 (1310.6614) grad_norm 263.1367 (203.9942) embed_mse 1320.6964 (1309.5788) mask_bce 0.2475 (0.2426) mask_dice 0.8471 (0.8400) mem 21941MB +[2025-12-25 09:00:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][240/1573] eta 0:18:20 lr 0.000001 time 0.4264 (0.8254) loss 1210.0701 (1309.7854) grad_norm 137.9575 (200.3255) embed_mse 1208.9795 (1308.7029) mask_bce 0.2656 (0.2427) mask_dice 0.8249 (0.8398) mem 21941MB +[2025-12-25 09:00:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][250/1573] eta 0:18:10 lr 0.000001 time 0.4349 (0.8242) loss 1302.9899 (1309.1485) grad_norm 220.7438 (200.9841) embed_mse 1301.9240 (1308.0664) mask_bce 0.2246 (0.2423) mask_dice 0.8413 (0.8398) mem 21941MB +[2025-12-25 09:00:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][260/1573] eta 0:18:27 lr 0.000001 time 2.3198 (0.8437) loss 1275.2330 (1309.4138) grad_norm 246.3787 (202.4027) embed_mse 1274.1296 (1308.3319) mask_bce 0.2767 (0.2423) mask_dice 0.8266 (0.8396) mem 21941MB +[2025-12-25 09:00:30 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][270/1573] eta 0:18:19 lr 0.000001 time 0.4199 (0.8439) loss 1271.7764 (1308.6866) grad_norm 186.8370 (201.9310) embed_mse 1270.6946 (1307.6043) mask_bce 0.2304 (0.2430) mask_dice 0.8514 (0.8393) mem 21941MB +[2025-12-25 09:00:38 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][280/1573] eta 0:18:12 lr 0.000001 time 0.4207 (0.8453) loss 1284.4166 (1308.8294) grad_norm 172.6798 (200.5627) embed_mse 1283.3051 (1307.7472) mask_bce 0.2606 (0.2426) mask_dice 0.8510 (0.8396) mem 21941MB +[2025-12-25 09:00:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][290/1573] eta 0:17:45 lr 0.000001 time 0.4218 (0.8308) loss 1307.4281 (1308.6936) grad_norm 209.9957 (200.8248) embed_mse 1306.3461 (1307.6113) mask_bce 0.2513 (0.2429) mask_dice 0.8307 (0.8394) mem 21941MB +[2025-12-25 09:00:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][300/1573] eta 0:17:43 lr 0.000001 time 1.7615 (0.8351) loss 1322.7278 (1308.7837) grad_norm 150.0983 (199.4538) embed_mse 1321.6786 (1307.7019) mask_bce 0.2049 (0.2425) mask_dice 0.8442 (0.8393) mem 21941MB +[2025-12-25 09:01:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][310/1573] eta 0:17:46 lr 0.000001 time 0.4212 (0.8445) loss 1291.9104 (1308.2751) grad_norm 180.6380 (198.9586) embed_mse 1290.8398 (1307.1936) mask_bce 0.2350 (0.2422) mask_dice 0.8356 (0.8393) mem 21941MB +[2025-12-25 09:01:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][320/1573] eta 0:17:37 lr 0.000001 time 0.4238 (0.8440) loss 1316.9175 (1308.9502) grad_norm 164.5880 (196.8730) embed_mse 1315.8345 (1307.8685) mask_bce 0.2156 (0.2423) mask_dice 0.8675 (0.8394) mem 21941MB +[2025-12-25 09:01:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][330/1573] eta 0:17:22 lr 0.000001 time 1.8643 (0.8387) loss 1326.2667 (1309.3765) grad_norm 173.4924 (196.3028) embed_mse 1325.1738 (1308.2949) mask_bce 0.2641 (0.2423) mask_dice 0.8287 (0.8393) mem 21941MB +[2025-12-25 09:01:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][340/1573] eta 0:17:21 lr 0.000001 time 0.4247 (0.8446) loss 1334.7278 (1309.2331) grad_norm 162.0325 (195.4868) embed_mse 1333.6362 (1308.1515) mask_bce 0.2501 (0.2423) mask_dice 0.8414 (0.8393) mem 21941MB +[2025-12-25 09:01:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][350/1573] eta 0:17:04 lr 0.000001 time 0.4203 (0.8380) loss 1334.2400 (1309.4312) grad_norm 180.4997 (195.1383) embed_mse 1333.1726 (1308.3497) mask_bce 0.2446 (0.2423) mask_dice 0.8228 (0.8392) mem 21941MB +[2025-12-25 09:01:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][360/1573] eta 0:17:12 lr 0.000001 time 0.4301 (0.8510) loss 1249.8514 (1308.9495) grad_norm 161.2852 (194.2771) embed_mse 1248.7427 (1307.8681) mask_bce 0.3041 (0.2422) mask_dice 0.8047 (0.8392) mem 21941MB +[2025-12-25 09:01:59 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][370/1573] eta 0:17:10 lr 0.000001 time 0.4429 (0.8562) loss 1324.2640 (1308.4140) grad_norm 171.7818 (193.7881) embed_mse 1323.1603 (1307.3324) mask_bce 0.2976 (0.2425) mask_dice 0.8062 (0.8392) mem 21941MB +[2025-12-25 09:02:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][380/1573] eta 0:16:59 lr 0.000001 time 0.4204 (0.8546) loss 1274.3785 (1309.0131) grad_norm 246.3486 (194.9064) embed_mse 1273.3265 (1307.9310) mask_bce 0.1991 (0.2429) mask_dice 0.8529 (0.8392) mem 21941MB +[2025-12-25 09:02:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][390/1573] eta 0:16:40 lr 0.000001 time 0.4184 (0.8461) loss 1239.7128 (1308.4395) grad_norm 305.4677 (197.2098) embed_mse 1238.6614 (1307.3571) mask_bce 0.1786 (0.2432) mask_dice 0.8727 (0.8391) mem 21941MB +[2025-12-25 09:02:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][400/1573] eta 0:16:44 lr 0.000001 time 4.6384 (0.8561) loss 1392.1537 (1308.9261) grad_norm 207.7781 (197.9531) embed_mse 1391.0742 (1307.8435) mask_bce 0.2514 (0.2432) mask_dice 0.8280 (0.8394) mem 21941MB +[2025-12-25 09:02:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][410/1573] eta 0:16:39 lr 0.000001 time 0.4264 (0.8594) loss 1234.9802 (1308.3994) grad_norm 369.5439 (201.3176) embed_mse 1233.9313 (1307.3166) mask_bce 0.2077 (0.2435) mask_dice 0.8414 (0.8393) mem 21941MB +[2025-12-25 09:02:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][420/1573] eta 0:16:26 lr 0.000001 time 3.2058 (0.8560) loss 1320.3336 (1308.3297) grad_norm 155.8618 (200.4435) embed_mse 1319.2251 (1307.2468) mask_bce 0.2665 (0.2437) mask_dice 0.8420 (0.8393) mem 21941MB +[2025-12-25 09:02:55 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][430/1573] eta 0:16:31 lr 0.000001 time 0.4194 (0.8671) loss 1311.3351 (1308.4146) grad_norm 147.7227 (199.4487) embed_mse 1310.2704 (1307.3314) mask_bce 0.2159 (0.2438) mask_dice 0.8489 (0.8394) mem 21941MB +[2025-12-25 09:03:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][440/1573] eta 0:16:20 lr 0.000001 time 0.4224 (0.8652) loss 1364.8480 (1308.5277) grad_norm 223.0778 (200.5820) embed_mse 1363.7416 (1307.4442) mask_bce 0.2588 (0.2439) mask_dice 0.8477 (0.8395) mem 21941MB +[2025-12-25 09:03:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][450/1573] eta 0:16:14 lr 0.000001 time 0.4250 (0.8676) loss 1288.3944 (1308.4813) grad_norm 327.0638 (202.8406) embed_mse 1287.3440 (1307.3979) mask_bce 0.2029 (0.2438) mask_dice 0.8475 (0.8395) mem 21941MB +[2025-12-25 09:03:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][460/1573] eta 0:16:05 lr 0.000001 time 0.4222 (0.8679) loss 1353.7076 (1308.7831) grad_norm 192.6011 (202.6609) embed_mse 1352.5924 (1307.6997) mask_bce 0.2583 (0.2439) mask_dice 0.8569 (0.8395) mem 21941MB +[2025-12-25 09:03:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][470/1573] eta 0:15:49 lr 0.000001 time 0.4198 (0.8607) loss 1331.3840 (1308.7553) grad_norm 217.9663 (202.9248) embed_mse 1330.3011 (1307.6719) mask_bce 0.2384 (0.2439) mask_dice 0.8445 (0.8396) mem 21941MB +[2025-12-25 09:03:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][480/1573] eta 0:15:52 lr 0.000001 time 0.4245 (0.8719) loss 1304.1564 (1308.9554) grad_norm 342.2903 (205.8090) embed_mse 1303.0951 (1307.8719) mask_bce 0.2174 (0.2439) mask_dice 0.8438 (0.8396) mem 21941MB +[2025-12-25 09:03:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][490/1573] eta 0:15:45 lr 0.000001 time 0.4220 (0.8734) loss 1303.4567 (1308.8582) grad_norm 170.8463 (205.2358) embed_mse 1302.3645 (1307.7746) mask_bce 0.2439 (0.2439) mask_dice 0.8483 (0.8397) mem 21941MB +[2025-12-25 09:03:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][500/1573] eta 0:15:27 lr 0.000001 time 0.4204 (0.8644) loss 1286.9749 (1309.0450) grad_norm 276.7553 (206.3894) embed_mse 1285.9187 (1307.9614) mask_bce 0.1800 (0.2439) mask_dice 0.8762 (0.8396) mem 21941MB +[2025-12-25 09:04:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][510/1573] eta 0:15:18 lr 0.000001 time 0.4212 (0.8644) loss 1267.9315 (1308.9506) grad_norm 171.7624 (205.8398) embed_mse 1266.8586 (1307.8670) mask_bce 0.2329 (0.2440) mask_dice 0.8400 (0.8396) mem 21941MB +[2025-12-25 09:04:11 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][520/1573] eta 0:15:08 lr 0.000001 time 0.4199 (0.8631) loss 1299.4331 (1308.7015) grad_norm 155.5355 (204.7107) embed_mse 1298.2983 (1307.6179) mask_bce 0.2780 (0.2440) mask_dice 0.8567 (0.8396) mem 21941MB +[2025-12-25 09:04:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][530/1573] eta 0:14:59 lr 0.000001 time 0.4149 (0.8627) loss 1285.9712 (1308.4073) grad_norm 177.5422 (204.2991) embed_mse 1284.8884 (1307.3240) mask_bce 0.2565 (0.2437) mask_dice 0.8263 (0.8396) mem 21941MB +[2025-12-25 09:04:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][540/1573] eta 0:15:05 lr 0.000001 time 0.4237 (0.8762) loss 1321.3496 (1308.3494) grad_norm 312.1795 (205.9092) embed_mse 1320.2582 (1307.2660) mask_bce 0.2618 (0.2438) mask_dice 0.8297 (0.8395) mem 21941MB +[2025-12-25 09:04:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][550/1573] eta 0:14:59 lr 0.000001 time 0.4166 (0.8790) loss 1284.6572 (1308.6568) grad_norm 233.8128 (206.3196) embed_mse 1283.5751 (1307.5735) mask_bce 0.2501 (0.2436) mask_dice 0.8321 (0.8396) mem 21941MB +[2025-12-25 09:04:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][560/1573] eta 0:14:47 lr 0.000001 time 0.4305 (0.8759) loss 1271.3395 (1308.5805) grad_norm 212.0502 (206.5606) embed_mse 1270.2485 (1307.4974) mask_bce 0.2713 (0.2436) mask_dice 0.8197 (0.8395) mem 21941MB +[2025-12-25 09:05:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][570/1573] eta 0:14:36 lr 0.000001 time 0.4212 (0.8744) loss 1292.8787 (1308.4890) grad_norm 182.6176 (206.2233) embed_mse 1291.7926 (1307.4059) mask_bce 0.2587 (0.2436) mask_dice 0.8274 (0.8394) mem 21941MB +[2025-12-25 09:05:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][580/1573] eta 0:14:27 lr 0.000001 time 1.4647 (0.8734) loss 1269.3936 (1308.5357) grad_norm 139.2361 (205.2930) embed_mse 1268.3259 (1307.4527) mask_bce 0.2156 (0.2436) mask_dice 0.8521 (0.8394) mem 21941MB +[2025-12-25 09:05:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][590/1573] eta 0:14:13 lr 0.000001 time 0.4217 (0.8686) loss 1355.3444 (1308.6376) grad_norm 200.6338 (205.2291) embed_mse 1354.2455 (1307.5544) mask_bce 0.2902 (0.2438) mask_dice 0.8087 (0.8394) mem 21941MB +[2025-12-25 09:05:22 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][600/1573] eta 0:14:03 lr 0.000001 time 0.4222 (0.8670) loss 1374.4329 (1308.7962) grad_norm 192.8922 (204.7358) embed_mse 1373.3267 (1307.7130) mask_bce 0.2456 (0.2440) mask_dice 0.8606 (0.8393) mem 21941MB +[2025-12-25 09:05:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][610/1573] eta 0:13:58 lr 0.000001 time 0.4311 (0.8706) loss 1350.2899 (1309.0440) grad_norm 247.2794 (205.2955) embed_mse 1349.1815 (1307.9605) mask_bce 0.2941 (0.2442) mask_dice 0.8143 (0.8393) mem 21941MB +[2025-12-25 09:05:40 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][620/1573] eta 0:13:47 lr 0.000001 time 0.4411 (0.8680) loss 1267.1039 (1309.0090) grad_norm 169.8126 (204.8347) embed_mse 1266.0250 (1307.9257) mask_bce 0.2403 (0.2440) mask_dice 0.8387 (0.8393) mem 21941MB +[2025-12-25 09:05:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][630/1573] eta 0:13:47 lr 0.000001 time 2.5897 (0.8773) loss 1203.4880 (1309.0470) grad_norm 197.5612 (204.7415) embed_mse 1202.4226 (1307.9638) mask_bce 0.2370 (0.2440) mask_dice 0.8283 (0.8392) mem 21941MB +[2025-12-25 09:06:08 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][640/1573] eta 0:13:44 lr 0.000001 time 0.4172 (0.8840) loss 1368.7239 (1309.4191) grad_norm 207.4067 (204.2704) embed_mse 1367.6754 (1308.3361) mask_bce 0.1852 (0.2438) mask_dice 0.8633 (0.8392) mem 21941MB +[2025-12-25 09:06:15 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][650/1573] eta 0:13:33 lr 0.000001 time 0.4173 (0.8814) loss 1282.4064 (1309.0709) grad_norm 400.0224 (206.6870) embed_mse 1281.3397 (1307.9880) mask_bce 0.2264 (0.2437) mask_dice 0.8402 (0.8392) mem 21941MB +[2025-12-25 09:06:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][660/1573] eta 0:13:27 lr 0.000001 time 0.4711 (0.8848) loss 1293.4458 (1309.4074) grad_norm 174.2724 (206.2917) embed_mse 1292.3440 (1308.3245) mask_bce 0.2821 (0.2438) mask_dice 0.8197 (0.8391) mem 21941MB +[2025-12-25 09:06:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][670/1573] eta 0:13:19 lr 0.000001 time 4.4984 (0.8850) loss 1285.6125 (1309.3648) grad_norm 178.9719 (205.9626) embed_mse 1284.5504 (1308.2821) mask_bce 0.2158 (0.2436) mask_dice 0.8463 (0.8391) mem 21941MB +[2025-12-25 09:06:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][680/1573] eta 0:13:07 lr 0.000001 time 0.4257 (0.8815) loss 1347.6494 (1309.5213) grad_norm 227.7577 (205.9159) embed_mse 1346.5818 (1308.4385) mask_bce 0.2326 (0.2435) mask_dice 0.8351 (0.8393) mem 21941MB +[2025-12-25 09:06:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][690/1573] eta 0:12:58 lr 0.000001 time 0.4202 (0.8819) loss 1349.9790 (1309.4759) grad_norm 199.5732 (205.8421) embed_mse 1348.9310 (1308.3934) mask_bce 0.1915 (0.2432) mask_dice 0.8565 (0.8394) mem 21941MB +[2025-12-25 09:07:01 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][700/1573] eta 0:12:52 lr 0.000001 time 0.4304 (0.8847) loss 1300.0906 (1309.2954) grad_norm 216.6180 (205.9659) embed_mse 1299.0338 (1308.2130) mask_bce 0.2123 (0.2430) mask_dice 0.8445 (0.8394) mem 21941MB +[2025-12-25 09:07:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][710/1573] eta 0:12:44 lr 0.000001 time 0.4195 (0.8856) loss 1385.5660 (1309.3722) grad_norm 195.6265 (205.8485) embed_mse 1384.4541 (1308.2899) mask_bce 0.2572 (0.2430) mask_dice 0.8548 (0.8393) mem 21941MB +[2025-12-25 09:07:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][720/1573] eta 0:12:34 lr 0.000001 time 0.4185 (0.8842) loss 1324.1353 (1309.5164) grad_norm 192.2774 (206.1404) embed_mse 1323.0273 (1308.4341) mask_bce 0.2685 (0.2430) mask_dice 0.8395 (0.8394) mem 21941MB +[2025-12-25 09:07:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][730/1573] eta 0:12:24 lr 0.000001 time 0.4258 (0.8827) loss 1316.7330 (1309.5121) grad_norm 219.3669 (206.2857) embed_mse 1315.6544 (1308.4298) mask_bce 0.2501 (0.2429) mask_dice 0.8285 (0.8393) mem 21941MB +[2025-12-25 09:07:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][740/1573] eta 0:12:13 lr 0.000001 time 0.4156 (0.8804) loss 1258.7235 (1309.3410) grad_norm 174.3411 (205.9385) embed_mse 1257.6215 (1308.2587) mask_bce 0.2837 (0.2430) mask_dice 0.8184 (0.8393) mem 21941MB +[2025-12-25 09:07:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][750/1573] eta 0:12:05 lr 0.000001 time 0.4222 (0.8811) loss 1331.2914 (1309.4832) grad_norm 150.8548 (205.3462) embed_mse 1330.2152 (1308.4008) mask_bce 0.2285 (0.2431) mask_dice 0.8477 (0.8393) mem 21941MB +[2025-12-25 09:07:54 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][760/1573] eta 0:11:58 lr 0.000001 time 2.2237 (0.8841) loss 1350.9133 (1309.6164) grad_norm 184.2527 (204.5001) embed_mse 1349.8131 (1308.5339) mask_bce 0.2596 (0.2431) mask_dice 0.8406 (0.8393) mem 21941MB +[2025-12-25 09:08:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][770/1573] eta 0:11:49 lr 0.000001 time 0.4395 (0.8833) loss 1316.2141 (1309.8458) grad_norm 295.3233 (205.4462) embed_mse 1315.1895 (1308.7634) mask_bce 0.1734 (0.2430) mask_dice 0.8513 (0.8394) mem 21941MB +[2025-12-25 09:08:06 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][780/1573] eta 0:11:35 lr 0.000001 time 0.4224 (0.8776) loss 1296.3164 (1310.0630) grad_norm 179.8685 (205.1825) embed_mse 1295.2511 (1308.9807) mask_bce 0.2124 (0.2428) mask_dice 0.8529 (0.8395) mem 21941MB +[2025-12-25 09:08:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][790/1573] eta 0:11:23 lr 0.000001 time 0.4212 (0.8733) loss 1280.6729 (1309.8908) grad_norm 161.8778 (204.7406) embed_mse 1279.5854 (1308.8083) mask_bce 0.2610 (0.2428) mask_dice 0.8264 (0.8396) mem 21941MB +[2025-12-25 09:08:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][800/1573] eta 0:11:13 lr 0.000001 time 0.4426 (0.8714) loss 1296.4408 (1309.7632) grad_norm 178.9558 (204.1103) embed_mse 1295.3699 (1308.6806) mask_bce 0.2395 (0.2430) mask_dice 0.8314 (0.8396) mem 21941MB +[2025-12-25 09:08:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][810/1573] eta 0:11:10 lr 0.000001 time 0.4305 (0.8793) loss 1311.9399 (1309.7938) grad_norm 151.0769 (203.5852) embed_mse 1310.8601 (1308.7110) mask_bce 0.2535 (0.2432) mask_dice 0.8263 (0.8395) mem 21941MB +[2025-12-25 09:08:46 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][820/1573] eta 0:11:04 lr 0.000001 time 0.4248 (0.8827) loss 1255.6071 (1309.6615) grad_norm 243.1112 (203.9727) embed_mse 1254.5150 (1308.5786) mask_bce 0.2252 (0.2433) mask_dice 0.8668 (0.8396) mem 21941MB +[2025-12-25 09:08:52 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][830/1573] eta 0:10:53 lr 0.000001 time 0.4222 (0.8793) loss 1276.4719 (1309.5414) grad_norm 151.2408 (203.4608) embed_mse 1275.3905 (1308.4583) mask_bce 0.2455 (0.2434) mask_dice 0.8359 (0.8397) mem 21941MB +[2025-12-25 09:09:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][840/1573] eta 0:10:48 lr 0.000001 time 0.4207 (0.8844) loss 1332.8463 (1309.4582) grad_norm 184.7923 (202.9600) embed_mse 1331.7847 (1308.3748) mask_bce 0.1916 (0.2436) mask_dice 0.8700 (0.8398) mem 21941MB +[2025-12-25 09:09:20 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][850/1573] eta 0:10:44 lr 0.000001 time 0.4374 (0.8921) loss 1297.1750 (1309.4442) grad_norm 155.5300 (202.5125) embed_mse 1296.1160 (1308.3606) mask_bce 0.2209 (0.2437) mask_dice 0.8383 (0.8398) mem 21941MB +[2025-12-25 09:09:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][860/1573] eta 0:10:32 lr 0.000001 time 0.4170 (0.8867) loss 1339.2161 (1309.5827) grad_norm 183.4207 (202.3341) embed_mse 1338.1302 (1308.4991) mask_bce 0.2434 (0.2437) mask_dice 0.8425 (0.8399) mem 21941MB +[2025-12-25 09:09:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][870/1573] eta 0:10:23 lr 0.000001 time 0.4341 (0.8865) loss 1345.4343 (1309.5469) grad_norm 222.5295 (202.5211) embed_mse 1344.3368 (1308.4633) mask_bce 0.2629 (0.2438) mask_dice 0.8347 (0.8399) mem 21941MB +[2025-12-25 09:09:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][880/1573] eta 0:10:10 lr 0.000001 time 0.5653 (0.8815) loss 1332.6156 (1309.5869) grad_norm 150.6036 (202.0514) embed_mse 1331.5262 (1308.5031) mask_bce 0.2591 (0.2440) mask_dice 0.8301 (0.8398) mem 21941MB +[2025-12-25 09:09:44 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][890/1573] eta 0:10:00 lr 0.000001 time 0.4233 (0.8790) loss 1305.5862 (1309.5683) grad_norm 227.1661 (202.2776) embed_mse 1304.5151 (1308.4843) mask_bce 0.2057 (0.2441) mask_dice 0.8654 (0.8399) mem 21941MB +[2025-12-25 09:09:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][900/1573] eta 0:09:50 lr 0.000001 time 0.4214 (0.8772) loss 1269.8527 (1309.4436) grad_norm 157.8279 (201.8808) embed_mse 1268.7958 (1308.3597) mask_bce 0.1974 (0.2440) mask_dice 0.8595 (0.8399) mem 21941MB +[2025-12-25 09:10:03 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][910/1573] eta 0:09:43 lr 0.000001 time 0.4231 (0.8808) loss 1322.8427 (1309.5093) grad_norm 151.5368 (201.4353) embed_mse 1321.7747 (1308.4255) mask_bce 0.2141 (0.2439) mask_dice 0.8539 (0.8399) mem 21941MB +[2025-12-25 09:10:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][920/1573] eta 0:09:35 lr 0.000001 time 0.4242 (0.8810) loss 1264.0320 (1309.3800) grad_norm 191.3745 (201.3148) embed_mse 1262.9434 (1308.2962) mask_bce 0.2554 (0.2440) mask_dice 0.8333 (0.8399) mem 21941MB +[2025-12-25 09:10:18 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][930/1573] eta 0:09:24 lr 0.000001 time 0.4211 (0.8775) loss 1232.8044 (1309.2216) grad_norm 151.6104 (200.8864) embed_mse 1231.7600 (1308.1379) mask_bce 0.2053 (0.2439) mask_dice 0.8391 (0.8398) mem 21941MB +[2025-12-25 09:10:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][940/1573] eta 0:09:17 lr 0.000001 time 0.4213 (0.8804) loss 1323.7883 (1309.4053) grad_norm 160.5122 (200.5413) embed_mse 1322.7002 (1308.3215) mask_bce 0.2501 (0.2440) mask_dice 0.8380 (0.8398) mem 21941MB +[2025-12-25 09:10:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][950/1573] eta 0:09:07 lr 0.000001 time 0.4248 (0.8787) loss 1357.0566 (1309.4980) grad_norm 177.8477 (200.3490) embed_mse 1355.9749 (1308.4142) mask_bce 0.2534 (0.2440) mask_dice 0.8284 (0.8398) mem 21941MB +[2025-12-25 09:10:48 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][960/1573] eta 0:09:00 lr 0.000001 time 0.4235 (0.8810) loss 1257.6400 (1309.4218) grad_norm 302.1486 (200.9924) embed_mse 1256.5538 (1308.3380) mask_bce 0.2452 (0.2440) mask_dice 0.8411 (0.8398) mem 21941MB +[2025-12-25 09:11:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][970/1573] eta 0:08:53 lr 0.000001 time 0.4295 (0.8844) loss 1252.1664 (1309.4383) grad_norm 227.3588 (201.2103) embed_mse 1251.0839 (1308.3544) mask_bce 0.2242 (0.2440) mask_dice 0.8583 (0.8399) mem 21941MB +[2025-12-25 09:11:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][980/1573] eta 0:08:49 lr 0.000001 time 0.4207 (0.8930) loss 1320.7819 (1309.5903) grad_norm 278.7786 (201.8461) embed_mse 1319.6865 (1308.5065) mask_bce 0.2744 (0.2440) mask_dice 0.8209 (0.8399) mem 21941MB +[2025-12-25 09:11:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][990/1573] eta 0:08:39 lr 0.000001 time 0.4231 (0.8905) loss 1304.6259 (1309.5662) grad_norm 189.7476 (201.7478) embed_mse 1303.5116 (1308.4819) mask_bce 0.2883 (0.2445) mask_dice 0.8259 (0.8398) mem 21941MB +[2025-12-25 09:11:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1000/1573] eta 0:08:30 lr 0.000001 time 0.4302 (0.8916) loss 1349.1260 (1309.6520) grad_norm 145.6939 (200.9984) embed_mse 1348.0729 (1308.5677) mask_bce 0.1921 (0.2446) mask_dice 0.8610 (0.8398) mem 21941MB +[2025-12-25 09:11:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1010/1573] eta 0:08:22 lr 0.000001 time 0.4228 (0.8921) loss 1306.1582 (1309.7085) grad_norm 265.4472 (201.5099) embed_mse 1305.0756 (1308.6238) mask_bce 0.2520 (0.2449) mask_dice 0.8306 (0.8398) mem 21941MB +[2025-12-25 09:11:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1020/1573] eta 0:08:12 lr 0.000001 time 0.4186 (0.8910) loss 1242.2325 (1309.5947) grad_norm 182.4882 (201.3602) embed_mse 1241.1595 (1308.5100) mask_bce 0.2462 (0.2449) mask_dice 0.8267 (0.8397) mem 21941MB +[2025-12-25 09:11:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1030/1573] eta 0:08:01 lr 0.000001 time 0.4211 (0.8876) loss 1377.4012 (1309.5286) grad_norm 170.1609 (201.1164) embed_mse 1376.2421 (1308.4439) mask_bce 0.3239 (0.2450) mask_dice 0.8352 (0.8397) mem 21941MB +[2025-12-25 09:12:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1040/1573] eta 0:07:53 lr 0.000001 time 0.4252 (0.8881) loss 1308.0583 (1309.3832) grad_norm 236.3629 (201.9736) embed_mse 1306.9802 (1308.2986) mask_bce 0.2437 (0.2450) mask_dice 0.8345 (0.8396) mem 21941MB +[2025-12-25 09:12:14 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1050/1573] eta 0:07:44 lr 0.000001 time 0.4203 (0.8880) loss 1348.3530 (1309.2610) grad_norm 218.1422 (202.0970) embed_mse 1347.2816 (1308.1765) mask_bce 0.2353 (0.2448) mask_dice 0.8361 (0.8397) mem 21941MB +[2025-12-25 09:12:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1060/1573] eta 0:07:33 lr 0.000001 time 0.4317 (0.8843) loss 1375.5043 (1309.2260) grad_norm 205.1556 (202.1202) embed_mse 1374.4276 (1308.1414) mask_bce 0.2378 (0.2449) mask_dice 0.8389 (0.8396) mem 21941MB +[2025-12-25 09:12:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1070/1573] eta 0:07:25 lr 0.000001 time 0.4215 (0.8854) loss 1317.0073 (1309.3376) grad_norm 226.7687 (202.3055) embed_mse 1315.9255 (1308.2532) mask_bce 0.2316 (0.2447) mask_dice 0.8502 (0.8397) mem 21941MB +[2025-12-25 09:12:35 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1080/1573] eta 0:07:15 lr 0.000001 time 0.4505 (0.8827) loss 1316.1931 (1309.4508) grad_norm 182.9378 (202.2724) embed_mse 1315.1398 (1308.3663) mask_bce 0.1947 (0.2447) mask_dice 0.8587 (0.8398) mem 21941MB +[2025-12-25 09:12:41 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1090/1573] eta 0:07:05 lr 0.000001 time 0.4180 (0.8804) loss 1316.0460 (1309.3944) grad_norm 172.3946 (202.0527) embed_mse 1314.9518 (1308.3099) mask_bce 0.2646 (0.2448) mask_dice 0.8296 (0.8397) mem 21941MB +[2025-12-25 09:12:53 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1100/1573] eta 0:06:57 lr 0.000001 time 4.6981 (0.8834) loss 1351.0411 (1309.4476) grad_norm 215.5931 (202.1516) embed_mse 1349.9454 (1308.3632) mask_bce 0.2559 (0.2446) mask_dice 0.8398 (0.8398) mem 21941MB +[2025-12-25 09:12:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1110/1573] eta 0:06:47 lr 0.000001 time 0.4218 (0.8799) loss 1339.0981 (1309.4824) grad_norm 185.8045 (202.0331) embed_mse 1338.0006 (1308.3980) mask_bce 0.2602 (0.2446) mask_dice 0.8373 (0.8398) mem 21941MB +[2025-12-25 09:13:09 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1120/1573] eta 0:06:39 lr 0.000001 time 3.6265 (0.8811) loss 1357.8990 (1309.6389) grad_norm 343.9105 (202.8428) embed_mse 1356.7708 (1308.5544) mask_bce 0.2965 (0.2447) mask_dice 0.8317 (0.8398) mem 21941MB +[2025-12-25 09:13:21 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1130/1573] eta 0:06:31 lr 0.000001 time 0.4196 (0.8845) loss 1284.8270 (1309.6419) grad_norm 242.2383 (203.1222) embed_mse 1283.7657 (1308.5570) mask_bce 0.2132 (0.2451) mask_dice 0.8481 (0.8398) mem 21941MB +[2025-12-25 09:13:26 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1140/1573] eta 0:06:21 lr 0.000001 time 0.4210 (0.8805) loss 1316.4558 (1309.6052) grad_norm 184.4810 (202.9909) embed_mse 1315.3840 (1308.5204) mask_bce 0.2072 (0.2450) mask_dice 0.8647 (0.8398) mem 21941MB +[2025-12-25 09:13:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1150/1573] eta 0:06:11 lr 0.000001 time 0.4211 (0.8777) loss 1293.4207 (1309.5910) grad_norm 224.6345 (203.1423) embed_mse 1292.3055 (1308.5063) mask_bce 0.3149 (0.2450) mask_dice 0.8001 (0.8398) mem 21941MB +[2025-12-25 09:13:37 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1160/1573] eta 0:06:01 lr 0.000001 time 0.4166 (0.8756) loss 1324.0271 (1309.8103) grad_norm 319.8347 (203.6463) embed_mse 1322.9628 (1308.7255) mask_bce 0.2063 (0.2450) mask_dice 0.8581 (0.8398) mem 21941MB +[2025-12-25 09:13:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1170/1573] eta 0:05:53 lr 0.000001 time 0.4219 (0.8764) loss 1246.3297 (1309.7933) grad_norm 193.4243 (203.5762) embed_mse 1245.2400 (1308.7085) mask_bce 0.2492 (0.2451) mask_dice 0.8405 (0.8398) mem 21941MB +[2025-12-25 09:14:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1180/1573] eta 0:05:46 lr 0.000001 time 0.4247 (0.8818) loss 1289.6061 (1309.7622) grad_norm 189.9171 (203.4833) embed_mse 1288.5242 (1308.6774) mask_bce 0.2161 (0.2451) mask_dice 0.8659 (0.8398) mem 21941MB +[2025-12-25 09:14:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1190/1573] eta 0:05:36 lr 0.000001 time 0.4201 (0.8785) loss 1292.1289 (1309.7317) grad_norm 237.1848 (203.7110) embed_mse 1291.0776 (1308.6469) mask_bce 0.2182 (0.2450) mask_dice 0.8332 (0.8398) mem 21941MB +[2025-12-25 09:14:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1200/1573] eta 0:05:27 lr 0.000001 time 0.4217 (0.8790) loss 1330.0471 (1309.8788) grad_norm 204.5307 (203.6147) embed_mse 1328.9883 (1308.7940) mask_bce 0.1869 (0.2450) mask_dice 0.8720 (0.8398) mem 21941MB +[2025-12-25 09:14:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1210/1573] eta 0:05:19 lr 0.000001 time 4.7201 (0.8806) loss 1308.6237 (1309.8239) grad_norm 260.4877 (203.9914) embed_mse 1307.5549 (1308.7391) mask_bce 0.2431 (0.2450) mask_dice 0.8256 (0.8398) mem 21941MB +[2025-12-25 09:14:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1220/1573] eta 0:05:09 lr 0.000001 time 0.4223 (0.8781) loss 1378.1715 (1309.9389) grad_norm 185.2729 (203.8682) embed_mse 1377.0894 (1308.8540) mask_bce 0.2207 (0.2451) mask_dice 0.8615 (0.8398) mem 21941MB +[2025-12-25 09:14:45 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1230/1573] eta 0:05:01 lr 0.000001 time 6.0764 (0.8804) loss 1300.9454 (1309.9853) grad_norm 159.7123 (203.5796) embed_mse 1299.8773 (1308.9003) mask_bce 0.2335 (0.2452) mask_dice 0.8345 (0.8398) mem 21941MB +[2025-12-25 09:14:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1240/1573] eta 0:04:52 lr 0.000001 time 0.4247 (0.8774) loss 1350.1631 (1310.0128) grad_norm 225.5355 (203.3202) embed_mse 1349.1072 (1308.9279) mask_bce 0.2147 (0.2451) mask_dice 0.8412 (0.8398) mem 21941MB +[2025-12-25 09:15:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1250/1573] eta 0:04:43 lr 0.000001 time 0.4198 (0.8786) loss 1243.8054 (1309.9363) grad_norm 160.7522 (203.0473) embed_mse 1242.7410 (1308.8514) mask_bce 0.2185 (0.2450) mask_dice 0.8460 (0.8398) mem 21941MB +[2025-12-25 09:15:05 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1260/1573] eta 0:04:34 lr 0.000001 time 0.4231 (0.8760) loss 1302.5446 (1309.9341) grad_norm 193.3953 (202.9858) embed_mse 1301.4436 (1308.8491) mask_bce 0.2708 (0.2451) mask_dice 0.8302 (0.8398) mem 21941MB +[2025-12-25 09:15:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1270/1573] eta 0:04:24 lr 0.000001 time 0.4284 (0.8725) loss 1378.1025 (1310.1965) grad_norm 165.9081 (202.7512) embed_mse 1377.0171 (1309.1115) mask_bce 0.2213 (0.2452) mask_dice 0.8641 (0.8398) mem 21941MB +[2025-12-25 09:15:17 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1280/1573] eta 0:04:15 lr 0.000001 time 0.4229 (0.8711) loss 1301.7335 (1310.0721) grad_norm 198.4361 (202.4265) embed_mse 1300.6339 (1308.9871) mask_bce 0.2805 (0.2451) mask_dice 0.8191 (0.8399) mem 21941MB +[2025-12-25 09:15:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1290/1573] eta 0:04:07 lr 0.000001 time 0.4190 (0.8738) loss 1304.3776 (1310.1123) grad_norm 186.1625 (202.3255) embed_mse 1303.3383 (1309.0273) mask_bce 0.1635 (0.2451) mask_dice 0.8757 (0.8399) mem 21941MB +[2025-12-25 09:15:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1300/1573] eta 0:03:58 lr 0.000001 time 0.4207 (0.8747) loss 1335.3895 (1310.2282) grad_norm 178.3869 (202.1777) embed_mse 1334.3149 (1309.1432) mask_bce 0.2426 (0.2451) mask_dice 0.8320 (0.8399) mem 21941MB +[2025-12-25 09:15:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1310/1573] eta 0:03:49 lr 0.000001 time 0.4172 (0.8741) loss 1349.2301 (1310.1502) grad_norm 221.3565 (202.2954) embed_mse 1348.1656 (1309.0652) mask_bce 0.2090 (0.2451) mask_dice 0.8555 (0.8399) mem 21941MB +[2025-12-25 09:15:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1320/1573] eta 0:03:40 lr 0.000001 time 0.4221 (0.8706) loss 1313.5609 (1310.0474) grad_norm 187.6183 (202.1543) embed_mse 1312.4771 (1308.9623) mask_bce 0.2738 (0.2452) mask_dice 0.8101 (0.8399) mem 21941MB +[2025-12-25 09:15:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1330/1573] eta 0:03:31 lr 0.000001 time 0.4189 (0.8690) loss 1308.3574 (1310.1495) grad_norm 215.6301 (202.2354) embed_mse 1307.2955 (1309.0644) mask_bce 0.2141 (0.2452) mask_dice 0.8477 (0.8399) mem 21941MB +[2025-12-25 09:16:04 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1340/1573] eta 0:03:22 lr 0.000001 time 0.4229 (0.8674) loss 1293.6246 (1310.3241) grad_norm 164.0210 (202.0066) embed_mse 1292.5350 (1309.2390) mask_bce 0.2676 (0.2453) mask_dice 0.8220 (0.8398) mem 21941MB +[2025-12-25 09:16:13 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1350/1573] eta 0:03:13 lr 0.000001 time 0.9463 (0.8675) loss 1288.6434 (1310.3496) grad_norm 184.3151 (201.9013) embed_mse 1287.5598 (1309.2646) mask_bce 0.2415 (0.2451) mask_dice 0.8422 (0.8399) mem 21941MB +[2025-12-25 09:16:23 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1360/1573] eta 0:03:04 lr 0.000001 time 0.4174 (0.8685) loss 1336.8925 (1310.4920) grad_norm 154.0214 (201.4521) embed_mse 1335.7814 (1309.4069) mask_bce 0.2752 (0.2452) mask_dice 0.8358 (0.8399) mem 21941MB +[2025-12-25 09:16:27 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1370/1573] eta 0:02:55 lr 0.000001 time 0.4450 (0.8653) loss 1331.2206 (1310.7160) grad_norm 174.0636 (201.2919) embed_mse 1330.1595 (1309.6309) mask_bce 0.2266 (0.2452) mask_dice 0.8345 (0.8399) mem 21941MB +[2025-12-25 09:16:31 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1380/1573] eta 0:02:46 lr 0.000001 time 0.4504 (0.8621) loss 1321.4777 (1310.6382) grad_norm 201.7021 (201.2943) embed_mse 1320.3792 (1309.5531) mask_bce 0.2520 (0.2453) mask_dice 0.8465 (0.8398) mem 21941MB +[2025-12-25 09:16:39 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1390/1573] eta 0:02:37 lr 0.000001 time 0.4191 (0.8611) loss 1287.6301 (1310.5933) grad_norm 174.0033 (201.1366) embed_mse 1286.5638 (1309.5082) mask_bce 0.2348 (0.2453) mask_dice 0.8315 (0.8398) mem 21941MB +[2025-12-25 09:16:51 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1400/1573] eta 0:02:29 lr 0.000001 time 0.4206 (0.8635) loss 1328.9425 (1310.6179) grad_norm 287.2529 (201.3123) embed_mse 1327.8737 (1309.5328) mask_bce 0.2095 (0.2453) mask_dice 0.8594 (0.8399) mem 21941MB +[2025-12-25 09:16:56 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1410/1573] eta 0:02:20 lr 0.000001 time 0.4223 (0.8612) loss 1309.2284 (1310.6434) grad_norm 237.1821 (201.5161) embed_mse 1308.1677 (1309.5583) mask_bce 0.1811 (0.2453) mask_dice 0.8796 (0.8399) mem 21941MB +[2025-12-25 09:17:00 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1420/1573] eta 0:02:11 lr 0.000001 time 0.4265 (0.8581) loss 1297.7126 (1310.6410) grad_norm 181.3895 (201.4024) embed_mse 1296.6780 (1309.5559) mask_bce 0.1778 (0.2452) mask_dice 0.8569 (0.8399) mem 21941MB +[2025-12-25 09:17:12 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1430/1573] eta 0:02:03 lr 0.000001 time 0.4238 (0.8605) loss 1352.8164 (1310.7857) grad_norm 215.2840 (201.4804) embed_mse 1351.7390 (1309.7007) mask_bce 0.2534 (0.2451) mask_dice 0.8239 (0.8399) mem 21941MB +[2025-12-25 09:17:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1440/1573] eta 0:01:54 lr 0.000001 time 2.4277 (0.8590) loss 1308.1993 (1310.6844) grad_norm 193.8316 (201.4695) embed_mse 1307.1187 (1309.5994) mask_bce 0.2322 (0.2451) mask_dice 0.8485 (0.8399) mem 21941MB +[2025-12-25 09:17:24 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1450/1573] eta 0:01:45 lr 0.000001 time 0.7800 (0.8568) loss 1305.8262 (1310.5892) grad_norm 304.2089 (202.0371) embed_mse 1304.7433 (1309.5040) mask_bce 0.2275 (0.2452) mask_dice 0.8554 (0.8400) mem 21941MB +[2025-12-25 09:17:33 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1460/1573] eta 0:01:36 lr 0.000001 time 0.8984 (0.8573) loss 1266.2291 (1310.5952) grad_norm 182.9997 (201.9325) embed_mse 1265.1199 (1309.5101) mask_bce 0.3077 (0.2452) mask_dice 0.8015 (0.8400) mem 21941MB +[2025-12-25 09:17:43 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1470/1573] eta 0:01:28 lr 0.000001 time 0.4296 (0.8577) loss 1349.4514 (1310.6787) grad_norm 235.8473 (202.1178) embed_mse 1348.3566 (1309.5935) mask_bce 0.2449 (0.2452) mask_dice 0.8500 (0.8400) mem 21941MB +[2025-12-25 09:17:50 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1480/1573] eta 0:01:19 lr 0.000001 time 1.2648 (0.8569) loss 1341.7631 (1310.6761) grad_norm 267.5768 (202.8318) embed_mse 1340.6769 (1309.5910) mask_bce 0.2537 (0.2450) mask_dice 0.8325 (0.8401) mem 21941MB +[2025-12-25 09:17:57 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1490/1573] eta 0:01:11 lr 0.000001 time 0.4225 (0.8556) loss 1262.3950 (1310.6191) grad_norm 235.4608 (203.0072) embed_mse 1261.3149 (1309.5341) mask_bce 0.2247 (0.2449) mask_dice 0.8553 (0.8401) mem 21941MB +[2025-12-25 09:18:02 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1500/1573] eta 0:01:02 lr 0.000001 time 0.4204 (0.8536) loss 1284.4719 (1310.6608) grad_norm 232.3868 (203.1643) embed_mse 1283.3765 (1309.5757) mask_bce 0.2650 (0.2450) mask_dice 0.8304 (0.8401) mem 21941MB +[2025-12-25 09:18:10 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1510/1573] eta 0:00:53 lr 0.000001 time 2.5300 (0.8528) loss 1316.7241 (1310.6629) grad_norm 235.0910 (203.3341) embed_mse 1315.6151 (1309.5778) mask_bce 0.2884 (0.2450) mask_dice 0.8206 (0.8401) mem 21941MB +[2025-12-25 09:18:19 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1520/1573] eta 0:00:45 lr 0.000001 time 0.4194 (0.8537) loss 1289.9221 (1310.6091) grad_norm 173.4796 (202.9129) embed_mse 1288.8381 (1309.5240) mask_bce 0.2409 (0.2450) mask_dice 0.8431 (0.8401) mem 21941MB +[2025-12-25 09:18:29 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1530/1573] eta 0:00:36 lr 0.000001 time 0.4214 (0.8545) loss 1336.5173 (1310.7020) grad_norm 204.1092 (202.9191) embed_mse 1335.3984 (1309.6169) mask_bce 0.3107 (0.2451) mask_dice 0.8083 (0.8400) mem 21941MB +[2025-12-25 09:18:34 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1540/1573] eta 0:00:28 lr 0.000001 time 0.4212 (0.8524) loss 1305.4764 (1310.6446) grad_norm 277.5910 (203.3080) embed_mse 1304.4028 (1309.5596) mask_bce 0.2595 (0.2450) mask_dice 0.8141 (0.8400) mem 21941MB +[2025-12-25 09:18:47 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1550/1573] eta 0:00:19 lr 0.000001 time 0.4258 (0.8552) loss 1377.4272 (1310.5521) grad_norm 201.3895 (203.2981) embed_mse 1376.3738 (1309.4672) mask_bce 0.2284 (0.2449) mask_dice 0.8251 (0.8400) mem 21941MB +[2025-12-25 09:18:58 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1560/1573] eta 0:00:11 lr 0.000001 time 0.4180 (0.8567) loss 1257.6760 (1310.5510) grad_norm 250.1691 (203.3355) embed_mse 1256.5870 (1309.4660) mask_bce 0.2546 (0.2450) mask_dice 0.8345 (0.8400) mem 21941MB +[2025-12-25 09:19:07 geometry_finetune_default] (train_geometry_finetune.py 372): INFO Train: [29/30][1570/1573] eta 0:00:02 lr 0.000001 time 0.4203 (0.8566) loss 1322.9672 (1310.6160) grad_norm 136.4924 (202.9945) embed_mse 1321.9065 (1309.5309) mask_bce 0.2039 (0.2450) mask_dice 0.8566 (0.8401) mem 21941MB +[2025-12-25 09:19:11 geometry_finetune_default] (train_geometry_finetune.py 382): INFO EPOCH 29 training takes 0:22:30 +[2025-12-25 09:19:11 geometry_finetune_default] (utils.py 296): INFO output_geometry_finetune/es_rv_m/ckpt_epoch_29.pth saving...... +[2025-12-25 09:19:14 geometry_finetune_default] (utils.py 298): INFO output_geometry_finetune/es_rv_m/ckpt_epoch_29.pth saved !!! +[2025-12-25 09:19:14 geometry_finetune_default] (train_geometry_finetune.py 217): INFO Training completed in 10:39:51