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---
language: en
tags:
- fill-mask
kwargs:
timestamp: '2024-05-11T13:43:05'
project_name: ThunBERT_bs16_lr4_emissions_tracker
run_id: 2127a736-b71b-4645-9087-b3b853e3658a
duration: 169047.08735966682
emissions: 0.1769390204060543
emissions_rate: 1.0466848211918404e-06
cpu_power: 42.5
gpu_power: 0.0
ram_power: 37.5
cpu_energy: 1.9956917336564937
gpu_energy: 0
ram_energy: 1.7608956085666998
energy_consumed: 3.756587342223187
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) | 169047.08735966682 |
| Emissions (Co2eq in kg) | 0.1769390204060543 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 37.5 |
| CPU energy (kWh) | 1.9956917336564937 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 1.7608956085666998 |
| Consumed energy (kWh) | 3.756587342223187 |
| 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) | 0.3254156431673586 |
| Emissions (Co2eq in kg) | 0.0662101092158695 |
## Note
15 May 2024
## My Config
| Config | Value |
|--------------------------|-----------------|
| checkpoint | albert-base-v2 |
| model_name | ThunBERT_bs16_lr4 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 0.0005 |
| batch_size | 16 |
| weight_decay | 0.0 |
| warm_up_prop | 0.0 |
| drop_out_prob | 0.1 |
| packing_length | 100 |
| train_test_split | 0.2 |
| num_steps | 41045 |
## Training and Testing steps
Epoch | Train Loss | Test Loss
---|---|---
| 0.0 | 6.672004 | 11.475011 |
| 0.5 | 7.858635 | 7.770452 |
| 1.0 | 7.738486 | 7.745920 |
| 1.5 | 7.705243 | 7.718904 |
| 2.0 | 7.692092 | 7.719356 |
| 2.5 | 7.684155 | 7.708430 |
| 3.0 | 7.674921 | 7.695158 |
|