---
language: en
tags:
- fill-mask
kwargs:
  timestamp: '2024-05-14T00:01:34'
  project_name: ThunBERT_bs8_lr6_MLM_emissions_tracker
  run_id: dd47eaec-ddea-4d60-96f9-97f621b6b7ac
  duration: 223065.91824889183
  emissions: 0.2334794830116918
  emissions_rate: 1.046683800217211e-06
  cpu_power: 42.5
  gpu_power: 0.0
  ram_power: 37.5
  cpu_energy: 2.6334121397880956
  gpu_energy: 0
  ram_energy: 2.323584166270997
  energy_consumed: 4.956996306059145
  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: 100
  tracking_mode: machine
  on_cloud: N
  pue: 1.0
---

## Environmental Impact (CODE CARBON DEFAULT)

| Metric                   | Value                           |
|--------------------------|---------------------------------|
| Duration (in seconds)    | 223065.91824889183  |
| Emissions (Co2eq in kg)  | 0.2334794830116918 |
| CPU power (W)            | 42.5  |
| GPU power (W)            | [No GPU]  |
| RAM power (W)            | 37.5  |
| CPU energy (kWh)         | 2.6334121397880956  |
| GPU energy (kWh)         | [No GPU]  |
| RAM energy (kWh)         | 2.323584166270997  |
| Consumed energy (kWh)    | 4.956996306059145  |
| 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)         | 0.4294018926291167  |
| Emissions (Co2eq in kg)  | 0.08736748464748263 |

## Note

11 May 2024

## My Config

| Config                   | Value           |
|--------------------------|-----------------|
| checkpoint               | albert-base-v2  |
| model_name               | ThunBERT_bs8_lr6_MLM |
| sequence_length          | 400  |
| num_epoch                | 6  |
| learning_rate            | 5e-06  |
| batch_size               | 8  |
| weight_decay             | 0.0  |
| warm_up_prop             | 0.0  |
| drop_out_prob            | 0.1 |
| packing_length           | 100 |
| train_test_split         | 0.2 |
| num_steps                | 82599 |

## Training and Testing steps






 
Epoch | Train Loss | Test Loss
---|---|---
| 0.0 | 9.572789 | 8.904013 |
| 0.5 | 2.721201 | 2.621082 |
| 1.0 | 2.571123 | 2.540323 |
| 1.5 | 2.501097 | 2.498298 |
| 2.0 | 2.474394 | 2.462365 |
| 2.5 | 2.439725 | 2.431248 |
| 3.0 | 2.406418 | 2.416753 |
| 3.5 | 2.394601 | 2.402248 |
| 4.0 | 2.376476 | 2.380821 |
| 4.5 | 2.358106 | 2.375012 |
| 5.0 | 2.358450 | 2.366301 |
| 5.5 | 2.346000 | 2.356987 |
| 6.0 | 2.341180 | 2.353812 |