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task2_ssm/tuning/tuning_report.txt
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======================================================================
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SSM NWP HYPERPARAMETER TUNING REPORT
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======================================================================
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Date: 2026-03-25 02:04:30
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Total trials: 1
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Tune epochs per trial: 10
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Early stopping patience: 5
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BEST CONFIGURATION:
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model.state_size: 32
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model.num_layers: 2
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model.input_size: 64
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model.dropout: 0.1
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training.learning_rate: 0.001
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training.batch_size: 64
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training.epochs: 50
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Val Accuracy: 0.388911
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Val Loss: 2.024374
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Best Epoch: 37
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Parameters: 15,797
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Model: models/ssm_ss32_nl2_emb64_do0.1_lr0.001_bs64_ep50.pt
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======================================================================
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FULL RANKING (by validation accuracy)
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======================================================================
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Rank | Val Acc | Val Loss | Epochs | Params | Model File
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----------------------------------------------------------------------
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1 | 0.3889 | 2.0244 | 42 | 15,797 | ssm_ss32_nl2_emb64_do0.1_lr0.001_bs64_ep50
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