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logs/phase2b_gpu0_summary.txt

@@ -0,0 +1,20 @@
+[23:47:59] [E5/10] S900/2217 loss=0.0256 lr=0.000006 VRAM=12258MB
+[23:49:50] [E5/10] S1000/2217 loss=0.0158 lr=0.000006 VRAM=12258MB
+[23:51:41] [E5/10] S1100/2217 loss=0.0169 lr=0.000006 VRAM=12258MB
+[23:53:32] [E5/10] S1200/2217 loss=0.0201 lr=0.000006 VRAM=12258MB
+[23:55:23] [E5/10] S1300/2217 loss=0.0273 lr=0.000006 VRAM=12258MB
+[23:57:13] [E5/10] S1400/2217 loss=0.0213 lr=0.000006 VRAM=12258MB
+[23:59:04] [E5/10] S1500/2217 loss=0.0149 lr=0.000006 VRAM=12258MB
+[00:00:55] [E5/10] S1600/2217 loss=0.0151 lr=0.000006 VRAM=12258MB
+[00:02:45] [E5/10] S1700/2217 loss=0.0211 lr=0.000006 VRAM=12258MB
+[00:04:36] [E5/10] S1800/2217 loss=0.0183 lr=0.000006 VRAM=12258MB
+[00:06:26] [E5/10] S1900/2217 loss=0.0165 lr=0.000006 VRAM=12258MB
+[00:08:16] [E5/10] S2000/2217 loss=0.0186 lr=0.000006 VRAM=12258MB
+[00:10:06] [E5/10] S2100/2217 loss=0.0193 lr=0.000005 VRAM=12258MB
+[00:11:56] [E5/10] S2200/2217 loss=0.0193 lr=0.000005 VRAM=12258MB
+[00:16:46] [E5/10] loss=0.0210 auroc=0.7951 time=2459s (41.0min)
+[00:16:46]   No improvement (5/5)
+[00:16:46] [EARLY STOP] No improvement for 5 epochs
+[00:16:46] ============================================================
+[00:16:46] Phase 2b done. Best AUROC: 0.7991
+[00:16:46] Next: run evaluate_paper.py + export_models.py

logs/phase2b_gpu1_summary.txt

@@ -0,0 +1,20 @@
+[23:46:08] [E5/10] S900/2217 loss=0.0178 lr=0.000006 VRAM=12258MB
+[23:47:59] [E5/10] S1000/2217 loss=0.0204 lr=0.000006 VRAM=12258MB
+[23:49:48] [E5/10] S1100/2217 loss=0.0196 lr=0.000006 VRAM=12258MB
+[23:51:37] [E5/10] S1200/2217 loss=0.0210 lr=0.000006 VRAM=12258MB
+[23:53:26] [E5/10] S1300/2217 loss=0.0235 lr=0.000006 VRAM=12258MB
+[23:55:16] [E5/10] S1400/2217 loss=0.0176 lr=0.000006 VRAM=12258MB
+[23:57:06] [E5/10] S1500/2217 loss=0.0173 lr=0.000006 VRAM=12258MB
+[23:58:56] [E5/10] S1600/2217 loss=0.0222 lr=0.000006 VRAM=12258MB
+[00:00:46] [E5/10] S1700/2217 loss=0.0244 lr=0.000006 VRAM=12258MB
+[00:02:34] [E5/10] S1800/2217 loss=0.0264 lr=0.000006 VRAM=12258MB
+[00:04:24] [E5/10] S1900/2217 loss=0.0275 lr=0.000006 VRAM=12258MB
+[00:06:13] [E5/10] S2000/2217 loss=0.0214 lr=0.000006 VRAM=12258MB
+[00:08:03] [E5/10] S2100/2217 loss=0.0143 lr=0.000005 VRAM=12258MB
+[00:09:53] [E5/10] S2200/2217 loss=0.0194 lr=0.000005 VRAM=12258MB
+[00:14:44] [E5/10] loss=0.0211 auroc=0.7845 time=2441s (40.7min)
+[00:14:44]   No improvement (5/5)
+[00:14:44] [EARLY STOP] No improvement for 5 epochs
+[00:14:44] ============================================================
+[00:14:44] Phase 2b done. Best AUROC: 0.7991
+[00:14:44] Next: run evaluate_paper.py + export_models.py

logs/phase2b_gpu2_summary.txt

@@ -0,0 +1,20 @@
+[23:47:04] [E5/10] S900/2217 loss=0.0170 lr=0.000006 VRAM=12258MB
+[23:48:54] [E5/10] S1000/2217 loss=0.0253 lr=0.000006 VRAM=12258MB
+[23:50:44] [E5/10] S1100/2217 loss=0.0154 lr=0.000006 VRAM=12258MB
+[23:52:34] [E5/10] S1200/2217 loss=0.0198 lr=0.000006 VRAM=12258MB
+[23:54:24] [E5/10] S1300/2217 loss=0.0184 lr=0.000006 VRAM=12258MB
+[23:56:13] [E5/10] S1400/2217 loss=0.0192 lr=0.000006 VRAM=12258MB
+[23:58:03] [E5/10] S1500/2217 loss=0.0206 lr=0.000006 VRAM=12258MB
+[23:59:54] [E5/10] S1600/2217 loss=0.0209 lr=0.000006 VRAM=12258MB
+[00:01:44] [E5/10] S1700/2217 loss=0.0146 lr=0.000006 VRAM=12258MB
+[00:03:34] [E5/10] S1800/2217 loss=0.0176 lr=0.000006 VRAM=12258MB
+[00:05:24] [E5/10] S1900/2217 loss=0.0184 lr=0.000006 VRAM=12258MB
+[00:07:14] [E5/10] S2000/2217 loss=0.0226 lr=0.000006 VRAM=12258MB
+[00:09:03] [E5/10] S2100/2217 loss=0.0329 lr=0.000005 VRAM=12258MB
+[00:10:54] [E5/10] S2200/2217 loss=0.0235 lr=0.000005 VRAM=12258MB
+[00:15:44] [E5/10] loss=0.0210 auroc=0.7847 time=2451s (40.9min)
+[00:15:44]   No improvement (5/5)
+[00:15:44] [EARLY STOP] No improvement for 5 epochs
+[00:15:44] ============================================================
+[00:15:44] Phase 2b done. Best AUROC: 0.7991
+[00:15:44] Next: run evaluate_paper.py + export_models.py

logs/phase2b_gpu3_summary.txt

@@ -0,0 +1,20 @@
+[23:46:47] [E5/10] S900/2217 loss=0.0175 lr=0.000006 VRAM=12258MB
+[23:48:37] [E5/10] S1000/2217 loss=0.0232 lr=0.000006 VRAM=12258MB
+[23:50:27] [E5/10] S1100/2217 loss=0.0178 lr=0.000006 VRAM=12258MB
+[23:52:18] [E5/10] S1200/2217 loss=0.0182 lr=0.000006 VRAM=12258MB
+[23:54:08] [E5/10] S1300/2217 loss=0.0298 lr=0.000006 VRAM=12258MB
+[23:55:57] [E5/10] S1400/2217 loss=0.0158 lr=0.000006 VRAM=12258MB
+[23:57:48] [E5/10] S1500/2217 loss=0.0200 lr=0.000006 VRAM=12258MB
+[23:59:38] [E5/10] S1600/2217 loss=0.0226 lr=0.000006 VRAM=12258MB
+[00:01:28] [E5/10] S1700/2217 loss=0.0248 lr=0.000006 VRAM=12258MB
+[00:03:19] [E5/10] S1800/2217 loss=0.0210 lr=0.000006 VRAM=12258MB
+[00:05:09] [E5/10] S1900/2217 loss=0.0203 lr=0.000006 VRAM=12258MB
+[00:06:59] [E5/10] S2000/2217 loss=0.0191 lr=0.000006 VRAM=12258MB
+[00:08:49] [E5/10] S2100/2217 loss=0.0177 lr=0.000005 VRAM=12258MB
+[00:10:40] [E5/10] S2200/2217 loss=0.0157 lr=0.000005 VRAM=12258MB
+[00:15:30] [E5/10] loss=0.0211 auroc=0.7894 time=2451s (40.8min)
+[00:15:30]   No improvement (5/5)
+[00:15:30] [EARLY STOP] No improvement for 5 epochs
+[00:15:30] ============================================================
+[00:15:30] Phase 2b done. Best AUROC: 0.7991
+[00:15:30] Next: run evaluate_paper.py + export_models.py