sessionC-20261107-0846: 6 finished runs

sessionC-20261107-0846/logs/v10s-graftd-ws-640-e90-s2.log

@@ -9,3 +9,10 @@
 [19:10:34] [v10s-graftd-ws-640-e90-s2] checkpoint of epoch 57 pushed to Hugging Face
 [19:20:54] [v10s-graftd-ws-640-e90-s2] checkpoint of epoch 68 pushed to Hugging Face
 [19:31:24] [v10s-graftd-ws-640-e90-s2] checkpoint of epoch 81 pushed to Hugging Face
+[19:38:00] [v10s-graftd-ws-640-e90-s2] trained 90 epochs in 1h52m
+[19:38:09] [v10s-graftd-ws-640-e90-s2] val@640: AP50=42.68 AP=25.28
+[19:38:16] [v10s-graftd-ws-640-e90-s2] val@800: AP50=46.13 AP=27.58
+[19:38:25] [v10s-graftd-ws-640-e90-s2] val@960: AP50=45.92 AP=27.43
+[19:38:42] [v10s-graftd-ws-640-e90-s2] test-dev@640: AP50=34.41 AP=19.54
+[19:39:01] [v10s-graftd-ws-640-e90-s2] test-dev@800: AP50=36.86 AP=21.09
+[19:39:25] [v10s-graftd-ws-640-e90-s2] test-dev@960: AP50=38.11 AP=21.91

sessionC-20261107-0846/logs/worker.log

@@ -50,3 +50,7 @@
 [19:16:29] hugging face sync: uploaded and verified on the hub (5 finished runs, 96 files)
 [19:26:29] hugging face sync: uploaded and verified on the hub (5 finished runs, 96 files)
 [19:26:29] hugging face sync: uploaded and verified on the hub (5 finished runs, 96 files)
+[19:36:29] hugging face sync: uploaded and verified on the hub (5 finished runs, 96 files)
+[19:36:29] hugging face sync: uploaded and verified on the hub (5 finished runs, 96 files)
+[19:39:49] run v10s-graftd-ws-640-e90-s2 finished (ok=True, 1h54m), runtime ratio now 0.47
+[19:39:49] run v10s-graftd-ws-640-e90-s2 finished (ok=True, 1h54m), runtime ratio now 0.47

sessionC-20261107-0846/results/all_runs.csv

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sessionC-20261107-0846/results/leaderboard.csv

@@ -1,3 +1,3 @@
 family,variant,transfer,imgsz,epochs,label,n,seeds,val_AP,val_AP_std,val_AP50,val_AP50_std,val_APs,val_APs_std,test_AP,test_AP_std,test_AP50,test_AP50_std,test_APs,test_APs_std,gflops,gflops_std,params_deploy_M,params_deploy_M_std,latency_ms,latency_ms_std,throughput_b16,throughput_b16_std,train_h,train_h_std,val_AP_at800,val_AP_at960,test_AP_at800,test_AP_at960,d_test,d_test_sd,d_test_pairs,d_test_same_sign,d_val,d_frontier_test
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+v10s,graftd,role_ws,640,90,"P2-Graft deep, warm-started, v10s, 640 px, 90 ep",3,"0,1,2",23.28922295062219,1.7379146927140974,39.86180070933825,2.461538571074196,14.798575001753738,2.230009281828065,18.191014033573136,1.1730292470346717,32.342171033171624,1.800446013854703,9.802741901165962,1.1573355028524526,39.7743616,0.0,7.578936,0.0,4.143653333130715,0.21412442349981292,864.5302349320045,387.2938862560918,0.9694512673219045,0.7907564197217732,25.537111454367732,25.868223117171322,20.043426285800706,20.807460089054317,0.73279026324753,1.0493039430355284,3.0,1.0,1.3042346036332795,
 v10s,base,role,640,90,"YOLOv10 baseline, v10s, 640 px, 90 ep",3,"0,1,2",21.984988346988914,0.13172351401283652,38.15714457252195,0.21466404965001856,13.27639529185665,0.10960069981160236,17.458223770325603,0.1283489576735579,31.088884501248405,0.207733004708743,8.749734892206282,0.12075194766075253,21.5520768,0.0,7.22187,0.0,3.777722833547159,0.33896475011318195,1564.700234119283,735.0444283316087,1.5616584263024507,0.33934071795671117,24.62096460670698,25.263425488129695,19.711013500754877,20.96669286651188,,,,,,

sessionC-20261107-0846/results/leaderboard.md

@@ -1,4 +1,4 @@
 | label | family | imgsz | ep | n | test AP | d test (sd; pairs; same sign) | d frontier | val AP | d val | test AP50 | GFLOPs | img/s b16 | ms b1 |
 |---|---|---|---|---|---|---|---|---|---|---|---|---|---|
-| P2-Graft deep, warm-started, v10s, 640 px, 90 ep | v10s | 640 | 90 | 2 | 17.51±0.05 | +0.13 (0.09; 2; yes) | - | 22.29±0.31 | +0.24 | 31.31±0.21 | 39.8 | 645 | 4.25 |
+| P2-Graft deep, warm-started, v10s, 640 px, 90 ep | v10s | 640 | 90 | 3 | 18.19±1.17 | +0.73 (1.05; 3; yes) | - | 23.29±1.74 | +1.30 | 32.34±1.80 | 39.8 | 865 | 4.14 |
 | YOLOv10 baseline, v10s, 640 px, 90 ep | v10s | 640 | 90 | 3 | 17.46±0.13 | - | - | 21.98±0.13 | - | 31.09±0.21 | 21.6 | 1565 | 3.78 |

sessionC-20261107-0846/runs/v10s-graftd-ws-640-e90-s2/preds_testdev_640_o2o.npz

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sessionC-20261107-0846/runs/v10s-graftd-ws-640-e90-s2/preds_val_800_o2o.npz

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sessionC-20261107-0846/runs/v10s-graftd-ws-640-e90-s2/preds_val_960_o2o.npz

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sessionC-20261107-0846/runs/v10s-graftd-ws-640-e90-s2/result.json

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+ "spec": {
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+  "group": "P2-Graft deep, warm-started, v10s, 640 px, 90 ep",
+  "family": "v10s",
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+   960
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+   "sm_80",
+   "sm_86",
+   "sm_90",
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+   "sm_120"
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sessionC-20261107-0846/runs/v10s-graftd-ws-640-e90-s2/results.csv

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sessionC-20261107-0846/runs/v10s-graftd-ws-640-e90-s2/state.json

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- "pid": 9692
+ "state": "done",
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 }

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