metadata
language: en
tags:
- fill-mask
kwargs:
timestamp: '2024-07-13T21:00:02'
project_name: fp_bs1_lr2e4_x4_emissions_tracker
run_id: 1c50273a-87d6-44ee-ad9b-51bed9fe7b83
duration: 270327.00105547905
emissions: 0.2033683538068236
emissions_rate: 7.523049973283521e-7
cpu_power: 42.5
gpu_power: 0
ram_power: 15
cpu_energy: 3.1913542841785674
gpu_energy: 0
ram_energy: 1.12635348862509
energy_consumed: 4.317707772803627
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) | 270327.00105547905 |
| Emissions (Co2eq in kg) | 0.2033683538068236 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 15.0 |
| CPU energy (kWh) | 3.1913542841785674 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 1.12635348862509 |
| Consumed energy (kWh) | 4.317707772803627 |
| 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) | 0.5203794770317971 |
| Emissions (Co2eq in kg) | 0.10587807541339594 |
Note
5 juillet 2024 !
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | fp_bs1_lr2e4_x4 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 0.0002 |
| batch_size | 1 |
| weight_decay | 0.0 |
| warm_up_prop | 0.0 |
| drop_out_prob | 0.1 |
| packing_length | 100 |
| train_test_split | 0.2 |
| num_steps | 660770 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 13.888206 | 12.448408 |
| 0.5 | 7.429941 | 7.250634 |
| 1.0 | 7.154016 | 7.114146 |
| 1.5 | 7.112301 | 7.118856 |
| 2.0 | 7.117295 | 7.133147 |
| 2.5 | 7.121314 | 7.125204 |
| 3.0 | 7.136490 | 7.147281 |
| 3.5 | 7.145800 | 7.151901 |
| 4.0 | 7.150374 | 7.149446 |
| 4.5 | 7.165878 | 7.171242 |
| 5.0 | 7.162194 | 7.169161 |
| 5.5 | 7.161695 | 7.165313 |
| 6.0 | 7.162753 | 7.163096 |