---
language: en
tags:
- fill-mask
kwargs:
  timestamp: '2024-05-25T03:37:28'
  project_name: fp_bs64_lr5_x4_emissions_tracker
  run_id: 07c3bbb2-f049-4b40-b3dd-956d28629ef7
  duration: 141339.0581598282
  emissions: 0.1063300462019785
  emissions_rate: 7.523047598190379e-07
  cpu_power: 42.5
  gpu_power: 0.0
  ram_power: 15.0
  cpu_energy: 1.668582685680036
  gpu_energy: 0
  ram_energy: 0.5889075205147284
  energy_consumed: 2.257490206194743
  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)    | 141339.0581598282  |
| Emissions (Co2eq in kg)  | 0.1063300462019785 |
| CPU power (W)            | 42.5  |
| GPU power (W)            | [No GPU]  |
| RAM power (W)            | 15.0  |
| CPU energy (kWh)         | 1.668582685680036  |
| GPU energy (kWh)         | [No GPU]  |
| RAM energy (kWh)         | 0.5889075205147284  |
| Consumed energy (kWh)    | 2.257490206194743  |
| 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)         | 0.27207768695766926  |
| Emissions (Co2eq in kg)  | 0.05535779777926603 |

## Note

23 May 2024

## My Config

| Config                   | Value           |
|--------------------------|-----------------|
| checkpoint               | albert-base-v2  |
| model_name               | fp_bs64_lr5_x4 |
| sequence_length          | 400  |
| num_epoch                | 6  |
| learning_rate            | 5e-05  |
| 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                | 10278 |

## Training and Testing steps






 
Epoch | Train Loss | Test Loss
---|---|---
| 0.0 | 15.918249 | 9.392778 |
| 0.5 | 5.090525 | 4.007436 |
| 1.0 | 3.736158 | 3.569265 |
| 1.5 | 3.457080 | 3.366405 |
| 2.0 | 3.294382 | 3.235556 |
| 2.5 | 3.196004 | 3.175543 |
| 3.0 | 3.097808 | 3.081475 |
| 3.5 | 3.041380 | 3.029809 |
| 4.0 | 2.969532 | 2.984502 |
| 4.5 | 2.927619 | 2.950877 |
| 5.0 | 2.891346 | 2.897531 |
| 5.5 | 2.853556 | 2.867581 |
| 6.0 | 2.830631 | 2.856134 |