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task2_bilstm/tuning/tuning_report.txt

@@ -1,10 +1,10 @@
 ======================================================================
 BiLSTM MLM HYPERPARAMETER TUNING REPORT
 ======================================================================
-Date: 2026-03-26 21:39:43
+Date: 2026-03-27 06:15:14
 Total trials: 4
 Tune epochs per trial: 10
-Early stopping patience: 5
+Early stopping patience: 10
 
 BEST CONFIGURATION:
   model.hidden_size: 256
@@ -14,10 +14,10 @@ BEST CONFIGURATION:
   training.learning_rate: 0.001
   training.batch_size: 64
   training.epochs: 20
-  Val Accuracy:  0.231228
-  Val Loss:      6.025267
+  Val Accuracy:  0.256501
+  Val Loss:      5.552680
   Best Epoch:    20
-  Parameters:    8,167,072
+  Parameters:    6,877,072
   Model:         models/bilstm_hs256_nl4_emb128_do0.1_lr0.001_bs64_ep20.pt
 
 ======================================================================
@@ -25,7 +25,7 @@ FULL RANKING (by validation accuracy)
 ======================================================================
 Rank |  Val Acc | Val Loss | Epochs |     Params | Model File
 ----------------------------------------------------------------------
-   1 |   0.2312 |   6.0253 |     20 |  8,167,072 | bilstm_hs256_nl4_emb128_do0.1_lr0.001_bs64_ep20
-   2 |   0.2299 |   6.0664 |     21 |  5,013,152 | bilstm_hs256_nl2_emb128_do0.1_lr0.001_bs64_ep20
-   3 |   0.2233 |   6.1687 |     21 |  6,723,168 | bilstm_hs256_nl4_emb64_do0.1_lr0.001_bs64_ep20
-   4 |   0.2226 |   6.2022 |     20 |  3,569,248 | bilstm_hs256_nl2_emb64_do0.1_lr0.001_bs64_ep20
+   1 |   0.2565 |   5.5527 |     20 |  6,877,072 | bilstm_hs256_nl4_emb128_do0.1_lr0.001_bs64_ep20
+   2 |   0.2549 |   5.5811 |     20 |  3,723,152 | bilstm_hs256_nl2_emb128_do0.1_lr0.001_bs64_ep20
+   3 |   0.2475 |   5.6863 |     20 |  6,073,168 | bilstm_hs256_nl4_emb64_do0.1_lr0.001_bs64_ep20
+   4 |   0.2457 |   5.7338 |     20 |  2,919,248 | bilstm_hs256_nl2_emb64_do0.1_lr0.001_bs64_ep20