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 |
