metadata
language: en
tags:
- fill-mask
kwargs:
timestamp: '2024-07-10T05:29:06'
project_name: fp_bs8_lr1e4_x12_emissions_tracker
run_id: 0e9ef92c-5251-4d93-b87e-85577e81653f
duration: 193774.03107452393
emissions: 0.1457770353129079
emissions_rate: 7.523042922962328e-7
cpu_power: 42.5
gpu_power: 0
ram_power: 15
cpu_energy: 2.287604636890362
gpu_energy: 0
ram_energy: 0.807383480408787
energy_consumed: 3.094988117299165
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
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 193774.03107452393 |
| Emissions (Co2eq in kg) | 0.1457770353129079 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 15.0 |
| CPU energy (kWh) | 2.287604636890362 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.807383480408787 |
| Consumed energy (kWh) | 3.094988117299165 |
| 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) | 0.37301500981845853 |
| Emissions (Co2eq in kg) | 0.07589482883752185 |
Note
5 juillet 2024 !
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | fp_bs8_lr1e4_x12 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 0.0001 |
| 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 | 82504 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 14.649603 | 12.209612 |
| 0.5 | 4.477407 | 4.065550 |
| 1.0 | 3.866738 | 3.750833 |
| 1.5 | 3.629347 | 3.564565 |
| 2.0 | 3.463593 | 3.459268 |
| 2.5 | 3.341390 | 3.334680 |
| 3.0 | 3.226287 | 3.253795 |
| 3.5 | 3.123413 | 3.157251 |
| 4.0 | 3.035034 | 3.075900 |
| 4.5 | 2.954775 | 3.017399 |
| 5.0 | 2.881607 | 2.949030 |
| 5.5 | 2.822169 | 2.896001 |
| 6.0 | 2.768646 | 2.867339 |