---
language: en
tags:
- fill-mask
---

## Environmental Impact (CODE CARBON DEFAULT)

| Metric                   | Value                           |
|--------------------------|---------------------------------|
| Duration (in seconds)    | [More Information Needed]  |
| Emissions (Co2eq in kg)  | [More Information Needed] |
| CPU power (W)            | [NO CPU]  |
| GPU power (W)            | [No GPU]  |
| RAM power (W)            | [More Information Needed]  |
| CPU energy (kWh)         | [No CPU]  |
| GPU energy (kWh)         | [No GPU]  |
| RAM energy (kWh)         | [More Information Needed]  |
| Consumed energy (kWh)    | [More Information Needed]  |
| Country name             | [More Information Needed]  |
| Cloud provider           | [No Cloud]  |
| Cloud region             | [No Cloud]  |
| CPU count                | [No CPU]  |
| CPU model                | [No CPU]  |
| GPU count                | [No GPU]  |
| GPU model                | [No GPU]  |

## Environmental Impact (for one core)

| Metric                   | Value                           |
|--------------------------|---------------------------------|
| CPU energy (kWh)         | [No CPU]  |
| Emissions (Co2eq in kg)  | [More Information Needed] |

## Note

20 May 2024

## My Config

| Config                   | Value           |
|--------------------------|-----------------|
| checkpoint               | albert-base-v2  |
| model_name               | ft_bs16_1lr6_base_x8 |
| sequence_length          | 400  |
| num_epoch                | 20  |
| learning_rate            | 1e-06  |
| batch_size               | 16  |
| weight_decay             | 0.0  |
| warm_up_prop             | 0.0  |
| drop_out_prob            | 0.1 |
| packing_length           | 100 |
| train_test_split         | 0.2 |
| num_steps                | 108600 |

## Training and Testing steps






 
Epoch | Train Loss | Test Loss | Accuracy | Recall
---|---|---|---|---
| 0 | 0.523328 | 0.476205 | 0.776141 | 0.906442 |
| 1 | 0.431474 | 0.413639 | 0.813697 | 0.866564 |
| 2 | 0.384488 | 0.402209 | 0.823270 | 0.897239 |
| 3 | 0.353091 | 0.387237 | 0.822533 | 0.800613 |
| 4 | 0.328723 | 0.390632 | 0.836524 | 0.918712 |
| 5 | 0.314824 | 0.373720 | 0.835052 | 0.848160 |
| 6 | 0.299005 | 0.389435 | 0.810751 | 0.750000 |
| 7 | 0.289835 | 0.386018 | 0.835052 | 0.860429 |
| 8 | 0.273817 | 0.388888 | 0.829897 | 0.814417 |
| 9 | 0.257712 | 0.386943 | 0.837997 | 0.871166 |
| 10 | 0.236881 | 0.410112 | 0.832842 | 0.855828 |
| 11 | 0.218910 | 0.429738 | 0.820324 | 0.837423 |
| 12 | 0.207044 | 0.461636 | 0.832106 | 0.891104 |