README.md

---
language: en
tags:
- fill-mask
kwargs:
  timestamp: '2024-05-21T07:18:18'
  project_name: ft_bs64_lr7_emissions_tracker
  run_id: 1145bafe-8e78-49ff-af17-c3e010606fad
  duration: 33325.59226679802
  emissions: 0.0218008981080728
  emissions_rate: 6.541788645056703e-07
  cpu_power: 42.5
  gpu_power: 0.0
  ram_power: 7.5
  cpu_energy: 0.3934264249450631
  gpu_energy: 0
  ram_energy: 0.0694278267284233
  energy_consumed: 0.4628542516734863
  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)    | 33325.59226679802  |
| Emissions (Co2eq in kg)  | 0.0218008981080728 |
| CPU power (W)            | 42.5  |
| GPU power (W)            | [No GPU]  |
| RAM power (W)            | 7.5  |
| CPU energy (kWh)         | 0.3934264249450631  |
| GPU energy (kWh)         | [No GPU]  |
| RAM energy (kWh)         | 0.0694278267284233  |
| Consumed energy (kWh)    | 0.4628542516734863  |
| 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)         | 0.06415176511358618  |
| Emissions (Co2eq in kg)  | 0.013052523637829223 |

## Note

20 May 2024

## My Config

| Config                   | Value           |
|--------------------------|-----------------|
| checkpoint               | damgomz/ThunBERT_bs32_lr5  |
| model_name               | ft_bs64_lr7 |
| sequence_length          | 400  |
| num_epoch                | 15  |
| learning_rate            | 5e-07  |
| 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                | 81450 |

## Training and Testing steps






 
Epoch | Train Loss | Test Loss | Accuracy | Recall
---|---|---|---|---
| 0 | 0.704930 | 0.674754 | 0.572165 | 0.265337 |
| 1 | 0.665731 | 0.636024 | 0.677467 | 0.766871 |
| 2 | 0.608330 | 0.578532 | 0.709131 | 0.889571 |
| 3 | 0.554262 | 0.535725 | 0.730486 | 0.898773 |
| 4 | 0.514408 | 0.501135 | 0.752577 | 0.888037 |
| 5 | 0.478413 | 0.467166 | 0.776878 | 0.904908 |
| 6 | 0.441089 | 0.433510 | 0.804124 | 0.884969 |
| 7 | 0.413271 | 0.413341 | 0.818851 | 0.861963 |
| 8 | 0.390756 | 0.404188 | 0.820324 | 0.920245 |
| 9 | 0.374568 | 0.391133 | 0.818851 | 0.877301 |
| 10 | 0.360722 | 0.384345 | 0.826215 | 0.883436 |
| 11 | 0.352599 | 0.380412 | 0.830633 | 0.878834 |
| 12 | 0.338886 | 0.378745 | 0.830633 | 0.889571 |
| 13 | 0.330394 | 0.376916 | 0.834315 | 0.868098 |
| 14 | 0.316725 | 0.380716 | 0.832106 | 0.845092 |