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Config:{ "sequence_length": 50, "hidden_size": 128, "batch_size": 64, "epochs": 20, "learning_rate": 0.001 }

Epoch Loss Accuracy
1 5.888783127541417 0.27471761767483477
2 4.112387742884348 0.40289853496694666
3 3.1878413931715173 0.4794954396341766
4 2.511301641310415 0.5492910929966698
5 1.9917621666385281 0.6155139420448332
6 1.5808168548293127 0.6809213305830311
7 1.257503369896293 0.7395388066007257
8 1.010714365817235 0.7864520167503356
9 0.8272406199111267 0.821919889159501
10 0.6844501182131054 0.8510644477856751
11 0.5743861498983025 0.8726186999850887
12 0.48706403766209777 0.8908884325761718
13 0.4161037587787399 0.9064676114618023
14 0.35835643609073503 0.9184994594661762
15 0.31315859099986615 0.9285151784382921
16 0.27259062686361524 0.9374419081465281
17 0.24135070366244163 0.9441859995526616
18 0.21679616378855146 0.9495753392315721
19 0.1914730050434465 0.9550296050996571
20 0.1715580510669265 0.9590961901684975
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