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task2_bilstm/tuning/tuning_results.json
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[
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{
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"trial": 1,
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"name": "bilstm_hs256_nl4_emb128_do0.1_lr0.001_bs64_ep20",
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"params": {
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"model.hidden_size": 256,
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"model.num_layers": 4,
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"model.dropout": 0.1,
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"training.learning_rate": 0.001,
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},
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"param_count": 8167072,
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"model_path": "models/bilstm_hs256_nl4_emb128_do0.1_lr0.001_bs64_ep20.pt"
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},
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{
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"trial": 3,
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"name": "bilstm_hs256_nl2_emb128_do0.1_lr0.001_bs64_ep20",
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"params": {
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"model.hidden_size": 256,
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"model.num_layers": 2,
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"model.input_size": 128,
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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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},
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"best_val_loss": 6.066441,
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},
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{
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"trial": 2,
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"name": "bilstm_hs256_nl4_emb64_do0.1_lr0.001_bs64_ep20",
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"params": {
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"model.hidden_size": 256,
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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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},
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"best_val_loss": 6.168736,
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"best_val_acc": 0.223345,
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"param_count": 6723168,
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"model_path": "models/bilstm_hs256_nl4_emb64_do0.1_lr0.001_bs64_ep20.pt"
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},
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{
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"trial": 4,
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"name": "bilstm_hs256_nl2_emb64_do0.1_lr0.001_bs64_ep20",
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"params": {
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"model.hidden_size": 256,
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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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},
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"best_val_loss": 6.202205,
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"best_val_acc": 0.222599,
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"param_count": 3569248,
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"model_path": "models/bilstm_hs256_nl2_emb64_do0.1_lr0.001_bs64_ep20.pt"
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}
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]
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