Training update: epoch 47, iter 136581

README.md

@@ -89,5 +89,5 @@ metrics:
 | 116239 | 30.8 | 52.4 |
 
 ---
-*Last updated: 2026-04-09 23:30 UTC*
+*Last updated: 2026-04-09 23:31 UTC*
 *Pushed automatically during training.*

checkpoint_epoch47_iter136581.pth

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:0a4b3b0fb0f8e7b89b1438ab645b73af054e0418896b8088b1a2f8aa13f36df7
-size 1236050304
+oid sha256:1b553585bccadf201cf087183d4c8f258716561aeda318199c3202f8ae5db19d
+size 2590901050

metrics.json

@@ -4237,3 +4237,5 @@
 {"data_time": 0.00929701840505004, "eta_seconds": 8301.427493859082, "iteration": 136539, "loss_ce": 0.03423979505896568, "loss_ce_0": 0.5470993518829346, "loss_ce_1": 0.09737041220068932, "loss_ce_2": 0.05483974516391754, "loss_ce_3": 0.03606112115085125, "loss_ce_4": 0.03333454951643944, "loss_ce_5": 0.032724298536777496, "loss_ce_6": 0.03412566892802715, "loss_ce_7": 0.03291211649775505, "loss_ce_8": 0.034082358703017235, "loss_dice": 0.5647660195827484, "loss_dice_0": 0.752532958984375, "loss_dice_1": 0.5738182067871094, "loss_dice_2": 0.5539794564247131, "loss_dice_3": 0.5453428626060486, "loss_dice_4": 0.5743972361087799, "loss_dice_5": 0.6024506092071533, "loss_dice_6": 0.60039022564888, "loss_dice_7": 0.5974097847938538, "loss_dice_8": 0.603483259677887, "loss_mask": 0.16563664376735687, "loss_mask_0": 0.23168928176164627, "loss_mask_1": 0.18158429861068726, "loss_mask_2": 0.16645091772079468, "loss_mask_3": 0.16513164341449738, "loss_mask_4": 0.16165918856859207, "loss_mask_5": 0.15939661860466003, "loss_mask_6": 0.16272129118442535, "loss_mask_7": 0.16693123430013657, "loss_mask_8": 0.16820305585861206, "lr": 2.5e-06, "rank_data_time": 0.00929701840505004, "time": 0.9007640345953405, "total_loss": 8.593585806433111}
 {"data_time": 0.00891026109457016, "eta_seconds": 8229.870820874348, "iteration": 136559, "loss_ce": 0.02128994558006525, "loss_ce_0": 0.36186936497688293, "loss_ce_1": 0.06388585269451141, "loss_ce_2": 0.029619447886943817, "loss_ce_3": 0.019695516675710678, "loss_ce_4": 0.021823853254318237, "loss_ce_5": 0.01999860256910324, "loss_ce_6": 0.020172780379652977, "loss_ce_7": 0.020197220146656036, "loss_ce_8": 0.021309838630259037, "loss_dice": 0.563805341720581, "loss_dice_0": 0.6880614459514618, "loss_dice_1": 0.5958889126777649, "loss_dice_2": 0.5663719177246094, "loss_dice_3": 0.5569096505641937, "loss_dice_4": 0.6027699410915375, "loss_dice_5": 0.5728809833526611, "loss_dice_6": 0.5794860422611237, "loss_dice_7": 0.5636418163776398, "loss_dice_8": 0.5685709118843079, "loss_mask": 0.1493081897497177, "loss_mask_0": 0.17498406767845154, "loss_mask_1": 0.15436743944883347, "loss_mask_2": 0.146598719060421, "loss_mask_3": 0.1543373018503189, "loss_mask_4": 0.14335038512945175, "loss_mask_5": 0.15082193166017532, "loss_mask_6": 0.14594754576683044, "loss_mask_7": 0.14756979048252106, "loss_mask_8": 0.1499003916978836, "lr": 2.5e-06, "rank_data_time": 0.00891026109457016, "time": 0.9313825815916061, "total_loss": 8.053344555199146}
 {"data_time": 0.00958801619708538, "eta_seconds": 8173.432816267014, "iteration": 136579, "loss_ce": 0.020090803503990173, "loss_ce_0": 0.3985362946987152, "loss_ce_1": 0.04258825443685055, "loss_ce_2": 0.03325238637626171, "loss_ce_3": 0.030614404007792473, "loss_ce_4": 0.023910492658615112, "loss_ce_5": 0.01962647493928671, "loss_ce_6": 0.020633607171475887, "loss_ce_7": 0.018876440823078156, "loss_ce_8": 0.020624094642698765, "loss_dice": 0.6138418912887573, "loss_dice_0": 0.7562850713729858, "loss_dice_1": 0.6752896010875702, "loss_dice_2": 0.599391520023346, "loss_dice_3": 0.5768128931522369, "loss_dice_4": 0.6414524912834167, "loss_dice_5": 0.6670004427433014, "loss_dice_6": 0.6267624199390411, "loss_dice_7": 0.6588089466094971, "loss_dice_8": 0.6275084912776947, "loss_mask": 0.1306736320257187, "loss_mask_0": 0.15818079560995102, "loss_mask_1": 0.1327040120959282, "loss_mask_2": 0.13580182939767838, "loss_mask_3": 0.13335350900888443, "loss_mask_4": 0.13390196859836578, "loss_mask_5": 0.13477014005184174, "loss_mask_6": 0.13242725282907486, "loss_mask_7": 0.1340443268418312, "loss_mask_8": 0.13238097727298737, "lr": 2.5e-06, "rank_data_time": 0.00958801619708538, "time": 0.878546183463186, "total_loss": 8.491826492361724}
+{"data_time": 0.008858994115144014, "eta_seconds": 8174.456376442686, "iteration": 136599, "loss_ce": 0.022844666615128517, "loss_ce_0": 0.44991156458854675, "loss_ce_1": 0.03949739597737789, "loss_ce_2": 0.024237516336143017, "loss_ce_3": 0.026261468417942524, "loss_ce_4": 0.023213276639580727, "loss_ce_5": 0.021103442646563053, "loss_ce_6": 0.02267171535640955, "loss_ce_7": 0.02213864866644144, "loss_ce_8": 0.022620510309934616, "loss_dice": 0.5447245836257935, "loss_dice_0": 0.6665493547916412, "loss_dice_1": 0.5534653067588806, "loss_dice_2": 0.5538646876811981, "loss_dice_3": 0.5618526935577393, "loss_dice_4": 0.5474288165569305, "loss_dice_5": 0.5359132885932922, "loss_dice_6": 0.5414914190769196, "loss_dice_7": 0.507064551115036, "loss_dice_8": 0.5431719124317169, "loss_mask": 0.1652514412999153, "loss_mask_0": 0.20748119056224823, "loss_mask_1": 0.16718723624944687, "loss_mask_2": 0.164129339158535, "loss_mask_3": 0.16862206906080246, "loss_mask_4": 0.1588817909359932, "loss_mask_5": 0.16249248385429382, "loss_mask_6": 0.16269294917583466, "loss_mask_7": 0.16501715034246445, "loss_mask_8": 0.1618194282054901, "lr": 2.5e-06, "rank_data_time": 0.008858994115144014, "time": 0.9974487819708884, "total_loss": 8.377069788984954}
+{"data_time": 0.008751416578888893, "eta_seconds": 8154.542039595544, "iteration": 136619, "loss_ce": 0.015729147009551525, "loss_ce_0": 0.3290940523147583, "loss_ce_1": 0.03387041948735714, "loss_ce_2": 0.021715865470468998, "loss_ce_3": 0.02010821457952261, "loss_ce_4": 0.017624477855861187, "loss_ce_5": 0.016365823335945606, "loss_ce_6": 0.016320479102432728, "loss_ce_7": 0.016102183610200882, "loss_ce_8": 0.015670117922127247, "loss_dice": 0.5038370788097382, "loss_dice_0": 0.60762619972229, "loss_dice_1": 0.540473073720932, "loss_dice_2": 0.5500871539115906, "loss_dice_3": 0.5393899977207184, "loss_dice_4": 0.5225592255592346, "loss_dice_5": 0.5001912862062454, "loss_dice_6": 0.5166016817092896, "loss_dice_7": 0.5285917222499847, "loss_dice_8": 0.5151532888412476, "loss_mask": 0.2003534510731697, "loss_mask_0": 0.23870957642793655, "loss_mask_1": 0.22095567733049393, "loss_mask_2": 0.2029419094324112, "loss_mask_3": 0.20286717265844345, "loss_mask_4": 0.19935569912195206, "loss_mask_5": 0.1994311362504959, "loss_mask_6": 0.19784364849328995, "loss_mask_7": 0.19390510022640228, "loss_mask_8": 0.2046315297484398, "lr": 2.5e-06, "rank_data_time": 0.008751416578888893, "time": 1.0073681026697159, "total_loss": 8.405159761197865}

model_latest.pth

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:62dbae58e6c8ef1f8d9e618fb11e264997c9837d6523c9b3a2e7541b8ec9e570
-size 1349669248
+oid sha256:1b553585bccadf201cf087183d4c8f258716561aeda318199c3202f8ae5db19d
+size 2590901050