Training update: epoch 40, iter 116240

README.md

@@ -37,30 +37,30 @@ metrics:
 
 ## Latest Checkpoint
 
-- **File:** `checkpoint_epoch40_iter116239.pth` (also available as `model_latest.pth`)
-- **Iteration:** 116239
+- **File:** `checkpoint_epoch40_iter116240.pth` (also available as `model_latest.pth`)
+- **Iteration:** 116240
 - **Epoch:** 40.0
-- **Mask AP:** 31.0
+- **Mask AP:** 30.8
 
 ## Evaluation Results (Validation Set)
 
 | Metric | Value |
 |--------|-------|
-| **Mask AP (all IoU)** | **31.0** |
-| Mask AP50 | 53.1 |
-| Mask AP75 | 29.2 |
+| **Mask AP (all IoU)** | **30.8** |
+| Mask AP50 | 52.4 |
+| Mask AP75 | 28.3 |
 
 **Per-class Mask AP:**
 
 | Class | AP |
 |-------|----|
-| rach | 18.2 |
-| mat_bo_phan | 50.6 |
-| be_den | 29.4 |
-| thung | 30.2 |
-| tray_son | 13.3 |
-| mop_lom | 15.0 |
-| vo_kinh | 60.2 |
+| rach | 16.0 |
+| mat_bo_phan | 51.5 |
+| be_den | 31.0 |
+| thung | 30.3 |
+| tray_son | 12.2 |
+| mop_lom | 15.1 |
+| vo_kinh | 59.3 |
 
 ## Training Progress
 
@@ -69,24 +69,24 @@ metrics:
 | Iteration | Total Loss |
 |-----------|------------|
 | 52319 | 13.9277 |
-| 58639 | 16.1208 |
-| 65039 | 13.2912 |
-| 71439 | 14.1086 |
-| 77839 | 12.7253 |
-| 84239 | 12.8752 |
-| 90639 | 14.2647 |
-| 97039 | 11.9510 |
-| 103439 | 12.1017 |
-| 109839 | 10.7226 |
-| 116059 | 11.5260 |
-| 116219 | 11.2241 |
+| 58659 | 15.5646 |
+| 65079 | 14.5797 |
+| 71499 | 14.4211 |
+| 77919 | 12.4400 |
+| 84339 | 12.4913 |
+| 90759 | 14.1235 |
+| 97179 | 12.2164 |
+| 103599 | 11.7381 |
+| 110019 | 11.6475 |
+| 116239 | 10.9130 |
 
 **Mask AP over time:**
 
 | Iteration | AP | AP50 |
 |-----------|----|----|
 | 58119 | 31.0 | 53.1 |
+| 116239 | 30.8 | 52.4 |
 
 ---
-*Last updated: 2026-04-09 17:23 UTC*
+*Last updated: 2026-04-09 18:03 UTC*
 *Pushed automatically during training.*

checkpoint_epoch40_iter116240.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:239b8e4b19183e1a34c7c513b915a853d04fef5e922a2a94a4bde4723c0f09ea
+size 2590901050

metrics.json

@@ -3207,3 +3207,4 @@
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