---
language: en
tags:
- fill-mask
kwargs:
  timestamp: '2024-05-21T09:41:08'
  project_name: ft_bs32_lr7_emissions_tracker
  run_id: 7df47c9f-edcb-491b-9acf-2556dca637cf
  duration: 43000.5123796463
  emissions: 0.0260202900240496
  emissions_rate: 6.051158133726319e-07
  cpu_power: 42.5
  gpu_power: 0.0
  ram_power: 3.75
  cpu_energy: 0.5076441678499181
  gpu_energy: 0
  ram_energy: 0.0447918743583064
  energy_consumed: 0.552436042208225
  country_name: Switzerland
  country_iso_code: CHE
  region: .nan
  cloud_provider: .nan
  cloud_region: .nan
  os: Linux-5.14.0-70.30.1.el9_0.x86_64-x86_64-with-glibc2.34
  python_version: 3.10.4
  codecarbon_version: 2.3.4
  cpu_count: 2
  cpu_model: Intel(R) Xeon(R) Platinum 8360Y CPU @ 2.40GHz
  gpu_count: .nan
  gpu_model: .nan
  longitude: .nan
  latitude: .nan
  ram_total_size: 10
  tracking_mode: machine
  on_cloud: N
  pue: 1.0
---

## Environmental Impact (CODE CARBON DEFAULT)

| Metric                   | Value                           |
|--------------------------|---------------------------------|
| Duration (in seconds)    | 43000.5123796463  |
| Emissions (Co2eq in kg)  | 0.0260202900240496 |
| CPU power (W)            | 42.5  |
| GPU power (W)            | [No GPU]  |
| RAM power (W)            | 3.75  |
| CPU energy (kWh)         | 0.5076441678499181  |
| GPU energy (kWh)         | [No GPU]  |
| RAM energy (kWh)         | 0.0447918743583064  |
| Consumed energy (kWh)    | 0.552436042208225  |
| Country name             | Switzerland  |
| Cloud provider           | nan  |
| Cloud region             | nan  |
| CPU count                | 2  |
| CPU model                | Intel(R) Xeon(R) Platinum 8360Y CPU @ 2.40GHz  |
| GPU count                | nan  |
| GPU model                | nan  |

## Environmental Impact (for one core)

| Metric                   | Value                           |
|--------------------------|---------------------------------|
| CPU energy (kWh)         | 0.08277598633081912  |
| Emissions (Co2eq in kg)  | 0.016841867348694802 |

## Note

20 May 2024

## My Config

| Config                   | Value           |
|--------------------------|-----------------|
| checkpoint               | damgomz/ThunBERT_bs32_lr5  |
| model_name               | ft_bs32_lr7 |
| sequence_length          | 400  |
| num_epoch                | 15  |
| learning_rate            | 5e-07  |
| batch_size               | 32  |
| weight_decay             | 0.0  |
| warm_up_prop             | 0.0  |
| drop_out_prob            | 0.1 |
| packing_length           | 100 |
| train_test_split         | 0.2 |
| num_steps                | 81450 |

## Training and Testing steps






 
Epoch | Train Loss | Test Loss | Accuracy | Recall
---|---|---|---|---
| 0 | 0.680588 | 0.646982 | 0.677467 | 0.702454 |
| 1 | 0.624558 | 0.591346 | 0.713549 | 0.828221 |
| 2 | 0.564626 | 0.546430 | 0.724595 | 0.845092 |
| 3 | 0.519794 | 0.511619 | 0.751841 | 0.877301 |
| 4 | 0.479625 | 0.475598 | 0.772459 | 0.863497 |
| 5 | 0.442220 | 0.445813 | 0.790869 | 0.881902 |
| 6 | 0.409914 | 0.422924 | 0.811487 | 0.888037 |
| 7 | 0.382897 | 0.401185 | 0.821060 | 0.855828 |
| 8 | 0.364462 | 0.391025 | 0.836524 | 0.894172 |
| 9 | 0.350190 | 0.382594 | 0.835052 | 0.878834 |
| 10 | 0.339535 | 0.377568 | 0.838733 | 0.866564 |
| 11 | 0.326723 | 0.378933 | 0.835788 | 0.888037 |
| 12 | 0.315857 | 0.373457 | 0.840206 | 0.872699 |
| 13 | 0.303447 | 0.374891 | 0.840943 | 0.875767 |
| 14 | 0.295246 | 0.372149 | 0.839470 | 0.861963 |