---
language: en
tags:
- fill-mask
kwargs:
  timestamp: '2024-07-12T16:45:44'
  project_name: fp_bs4_lr2e4_x2_emissions_tracker
  run_id: bd0c4a59-5b20-4dd0-86f9-f8b361cfa4e7
  duration: 168668.67397975922
  emissions: 0.1268902545670636
  emissions_rate: 7.523048090263094e-07
  cpu_power: 42.5
  gpu_power: 0.0
  ram_power: 15.0
  cpu_energy: 1.9912231882090328
  gpu_energy: 0
  ram_energy: 0.7027802207857362
  energy_consumed: 2.69400340899479
  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: 6
  cpu_model: Intel(R) Xeon(R) Platinum 8360Y CPU @ 2.40GHz
  gpu_count: .nan
  gpu_model: .nan
  longitude: .nan
  latitude: .nan
  ram_total_size: 40
  tracking_mode: machine
  on_cloud: N
  pue: 1.0
---

## Environmental Impact (CODE CARBON DEFAULT)

| Metric                   | Value                           |
|--------------------------|---------------------------------|
| Duration (in seconds)    | 168668.67397975922  |
| Emissions (Co2eq in kg)  | 0.1268902545670636 |
| CPU power (W)            | 42.5  |
| GPU power (W)            | [No GPU]  |
| RAM power (W)            | 15.0  |
| CPU energy (kWh)         | 1.9912231882090328  |
| GPU energy (kWh)         | [No GPU]  |
| RAM energy (kWh)         | 0.7027802207857362  |
| Consumed energy (kWh)    | 2.69400340899479  |
| Country name             | Switzerland  |
| Cloud provider           | nan  |
| Cloud region             | nan  |
| CPU count                | 6  |
| 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)         | 0.32468719741103647  |
| Emissions (Co2eq in kg)  | 0.06606189730873901 |

## Note

5 juillet 2024 !

## My Config

| Config                   | Value           |
|--------------------------|-----------------|
| checkpoint               | albert-base-v2  |
| model_name               | fp_bs4_lr2e4_x2 |
| sequence_length          | 400  |
| num_epoch                | 6  |
| learning_rate            | 0.0002  |
| batch_size               | 4  |
| weight_decay             | 0.0  |
| warm_up_prop             | 0.0  |
| drop_out_prob            | 0.1 |
| packing_length           | 100 |
| train_test_split         | 0.2 |
| num_steps                | 165709 |

## Training and Testing steps






 
Epoch | Train Loss | Test Loss
---|---|---
| 0.0 | 13.298823 | 11.917336 |
| 0.5 | 7.196151 | 7.103504 |
| 1.0 | 7.056031 | 7.041916 |
| 1.5 | 7.253135 | 7.168228 |
| 2.0 | 7.131400 | 7.110774 |
| 2.5 | 7.090259 | 7.085124 |
| 3.0 | 7.093696 | 7.091162 |
| 3.5 | 7.076734 | 7.078840 |
| 4.0 | 7.070370 | 7.058439 |
| 4.5 | 7.049053 | 7.041694 |
| 5.0 | 7.040570 | 7.039958 |
| 5.5 | 7.039051 | 7.042496 |
| 6.0 | 7.030734 | 7.029607 |