metadata
language: en
tags:
- fill-mask
kwargs:
timestamp: '2024-05-04T02:09:36'
project_name: BERTrand_bs64_lr6_emissions_tracker
run_id: 698197ff-1c20-4368-8dfb-1a85fe843c4d
duration: 210196.29861307144
emissions: 0.2715737813178914
emissions_rate: 0.0000012920007778909722
cpu_power: 42.5
gpu_power: 0
ram_power: 56.25
cpu_energy: 2.4814802918722147
gpu_energy: 0
ram_energy: 3.284294985041019
energy_consumed: 5.765775276913259
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: 150
tracking_mode: machine
on_cloud: 'N'
pue: 1
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 210196.29861307144 |
| Emissions (Co2eq in kg) | 0.2715737813178914 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 56.25 |
| CPU energy (kWh) | 2.4814802918722147 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 3.284294985041019 |
| Consumed energy (kWh) | 5.765775276913259 |
| 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) | 0.4046278748301625 |
| Emissions (Co2eq in kg) | 0.08232688362345299 |
Note
30 April 2024
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | BERTrand_bs64_lr6 |
| sequence_length | 400 |
| num_epoch | 12 |
| learning_rate | 5e-06 |
| batch_size | 64 |
| weight_decay | 0.0 |
| warm_up_prop | 0 |
| drop_out_prob | 0.1 |
| packing_length | 100 |
| train_test_split | 0.2 |
| num_steps | 3147 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 15.574399 | 15.096123 |
| 0.5 | 9.594637 | 8.148669 |
| 1.0 | 7.853338 | 8.074202 |
| 1.5 | 7.905947 | 7.939530 |
| 2.0 | 7.834033 | 7.833388 |
| 2.5 | 7.720610 | 7.871610 |
| 3.0 | 7.495963 | 7.976839 |
| 3.5 | 7.330389 | 7.752517 |
| 4.0 | 7.214343 | 7.848690 |
| 4.5 | 7.346055 | 7.724831 |
| 5.0 | 7.110836 | 7.715771 |
| 5.5 | 7.125741 | 7.595748 |
| 6.0 | 7.127250 | 7.659738 |
| 6.5 | 7.239036 | 7.671448 |
| 7.0 | 7.073343 | 7.705375 |
| 7.5 | 7.070813 | 7.589307 |
| 8.0 | 7.124647 | 7.582091 |
| 8.5 | 7.166616 | 7.539913 |
| 9.0 | 7.092505 | 7.611073 |
| 9.5 | 7.048057 | 7.625665 |
| 10.0 | 7.101367 | 7.564788 |
| 10.5 | 7.108332 | 7.602001 |
| 11.0 | 7.179604 | 7.554187 |
| 11.5 | 7.028062 | 7.575663 |
| 12.0 | 7.086092 | 7.574604 |