---
language: en
tags:
- fill-mask
kwargs:
  timestamp: '2024-05-21T00:23:19'
  project_name: ft_bs64_lr6_mlm_emissions_tracker
  run_id: 744170a9-7abe-403e-97c9-b1d9cb1ff01e
  duration: 9463.653764724731
  emissions: 0.006190923917876
  emissions_rate: 6.541790382222564e-07
  cpu_power: 42.5
  gpu_power: 0.0
  ram_power: 7.5
  cpu_energy: 0.1117235191464424
  gpu_energy: 0
  ram_energy: 0.019715811608235
  energy_consumed: 0.1314393307546774
  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: 3
  cpu_model: Intel(R) Xeon(R) Platinum 8360Y CPU @ 2.40GHz
  gpu_count: .nan
  gpu_model: .nan
  longitude: .nan
  latitude: .nan
  ram_total_size: 20
  tracking_mode: machine
  on_cloud: N
  pue: 1.0
---

## Environmental Impact (CODE CARBON DEFAULT)

| Metric                   | Value                           |
|--------------------------|---------------------------------|
| Duration (in seconds)    | 9463.653764724731  |
| Emissions (Co2eq in kg)  | 0.006190923917876 |
| CPU power (W)            | 42.5  |
| GPU power (W)            | [No GPU]  |
| RAM power (W)            | 7.5  |
| CPU energy (kWh)         | 0.1117235191464424  |
| GPU energy (kWh)         | [No GPU]  |
| RAM energy (kWh)         | 0.019715811608235  |
| Consumed energy (kWh)    | 0.1314393307546774  |
| Country name             | Switzerland  |
| Cloud provider           | nan  |
| Cloud region             | nan  |
| CPU count                | 3  |
| 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)         | 0.01821753349709511  |
| Emissions (Co2eq in kg)  | 0.003706597724517186 |

## Note

20 May 2024

## My Config

| Config                   | Value           |
|--------------------------|-----------------|
| checkpoint               | damgomz/ThunBERT_bs16_lr5_MLM  |
| model_name               | ft_bs64_lr6_mlm |
| sequence_length          | 400  |
| num_epoch                | 6  |
| learning_rate            | 5e-06  |
| batch_size               | 64  |
| weight_decay             | 0.0  |
| warm_up_prop             | 0.0  |
| drop_out_prob            | 0.1 |
| packing_length           | 100 |
| train_test_split         | 0.2 |
| num_steps                | 32580 |

## Training and Testing steps






 
Epoch | Train Loss | Test Loss | Accuracy | Recall
---|---|---|---|---
| 0 | 0.540673 | 0.431631 | 0.799705 | 0.845092 |
| 1 | 0.384934 | 0.352200 | 0.850515 | 0.861963 |
| 2 | 0.322558 | 0.338670 | 0.850515 | 0.868098 |
| 3 | 0.295680 | 0.333823 | 0.849779 | 0.863497 |
| 4 | 0.262446 | 0.344478 | 0.848306 | 0.858896 |
| 5 | 0.221483 | 0.376880 | 0.849779 | 0.895706 |