---
language: en
tags:
- fill-mask
kwargs:
  timestamp: '2024-05-25T18:41:48'
  project_name: fp_bs32_lr5_x12_emissions_tracker
  run_id: 8b567275-a809-4979-89cf-c7d717552867
  duration: 201453.1611688137
  emissions: 0.1317863700331207
  emissions_rate: 6.541787146377236e-07
  cpu_power: 42.5
  gpu_power: 0.0
  ram_power: 7.5
  cpu_energy: 2.378262123556449
  gpu_energy: 0
  ram_energy: 0.4196905745416857
  energy_consumed: 2.7979526980981446
  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: 4
  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)    | 201453.1611688137  |
| Emissions (Co2eq in kg)  | 0.1317863700331207 |
| CPU power (W)            | 42.5  |
| GPU power (W)            | [No GPU]  |
| RAM power (W)            | 7.5  |
| CPU energy (kWh)         | 2.378262123556449  |
| GPU energy (kWh)         | [No GPU]  |
| RAM energy (kWh)         | 0.4196905745416857  |
| Consumed energy (kWh)    | 2.7979526980981446  |
| Country name             | Switzerland  |
| Cloud provider           | nan  |
| Cloud region             | nan  |
| CPU count                | 4  |
| 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)         | 0.38779733524996635  |
| Emissions (Co2eq in kg)  | 0.07890248812445204 |

## Note

23 May 2024

## My Config

| Config                   | Value           |
|--------------------------|-----------------|
| checkpoint               | albert-base-v2  |
| model_name               | fp_bs32_lr5_x12 |
| sequence_length          | 400  |
| num_epoch                | 6  |
| learning_rate            | 5e-05  |
| 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                | 20692 |

## Training and Testing steps






 
Epoch | Train Loss | Test Loss
---|---|---
| 0.0 | 15.421972 | 13.059559 |
| 0.5 | 4.497486 | 4.070924 |
| 1.0 | 3.918884 | 3.823591 |
| 1.5 | 3.720594 | 3.667123 |
| 2.0 | 3.583184 | 3.566541 |
| 2.5 | 3.484332 | 3.466024 |
| 3.0 | 3.405282 | 3.404479 |
| 3.5 | 3.322916 | 3.341581 |
| 4.0 | 3.257505 | 3.292218 |
| 4.5 | 3.211615 | 3.236657 |
| 5.0 | 3.172503 | 3.200394 |
| 5.5 | 3.131317 | 3.165646 |
| 6.0 | 3.103778 | 3.159209 |