metadata
language: en
tags:
- fill-mask
kwargs:
timestamp: '2024-05-17T19:15:59'
project_name: ThunBERT_bs16_lr6_emissions_tracker
run_id: d3e1c370-0ebb-48d9-8cfb-4a9f1843ff5b
duration: 204677.1904013157
emissions: 0.2142322449004703
emissions_rate: 0.0000010466835336190603
cpu_power: 42.5
gpu_power: 0
ram_power: 37.5
cpu_energy: 2.4163233040433822
gpu_energy: 0
ram_energy: 2.1320354335730274
energy_consumed: 4.5483587376164065
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
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 204677.1904013157 |
| Emissions (Co2eq in kg) | 0.2142322449004703 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 37.5 |
| CPU energy (kWh) | 2.4163233040433822 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 2.1320354335730274 |
| Consumed energy (kWh) | 4.5483587376164065 |
| 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) | 0.39400359152253267 |
| Emissions (Co2eq in kg) | 0.08016523290718197 |
Note
15 May 2024
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | ThunBERT_bs16_lr6 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 5e-06 |
| 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 | 41105 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 4.300614 | 5.886359 |
| 0.5 | 3.106338 | 3.011006 |
| 1.0 | 2.976321 | 2.909148 |
| 1.5 | 2.917792 | 2.861870 |
| 2.0 | 2.876170 | 2.839771 |
| 2.5 | 2.848535 | 2.812239 |
| 3.0 | 2.811240 | 2.789157 |
| 3.5 | 2.795877 | 2.775617 |
| 4.0 | 2.778066 | 2.759804 |
| 4.5 | 2.776505 | 2.747918 |
| 5.0 | 2.757094 | 2.745254 |
| 5.5 | 2.748051 | 2.731507 |
| 6.0 | 2.740678 | 2.734660 |