metadata
language: en
tags:
- fill-mask
kwargs:
timestamp: '2024-07-12T18:39:24'
project_name: fp_bs2_lr2e4_x4_emissions_tracker
run_id: 25501a6c-6471-4e8f-a62c-f4bd41420ad9
duration: 175488.77711582184
emissions: 0.1320211446688476
emissions_rate: 7.523053430460356e-7
cpu_power: 42.5
gpu_power: 0
ram_power: 15
cpu_energy: 2.071739158567124
gpu_energy: 0
ram_energy: 0.7311980331877829
energy_consumed: 2.8029371917549017
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) | 175488.77711582184 |
| Emissions (Co2eq in kg) | 0.1320211446688476 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 15.0 |
| CPU energy (kWh) | 2.071739158567124 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.7311980331877829 |
| Consumed energy (kWh) | 2.8029371917549017 |
| 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) | 0.337815895947957 |
| Emissions (Co2eq in kg) | 0.06873310437036355 |
Note
5 juillet 2024 !
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | fp_bs2_lr2e4_x4 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 0.0002 |
| batch_size | 2 |
| weight_decay | 0.0 |
| warm_up_prop | 0.0 |
| drop_out_prob | 0.1 |
| packing_length | 100 |
| train_test_split | 0.2 |
| num_steps | 327443 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 14.523698 | 14.133580 |
| 0.5 | 7.335519 | 7.194132 |
| 1.0 | 7.155112 | 7.101851 |
| 1.5 | 7.079785 | 7.064884 |
| 2.0 | 7.042100 | 7.057306 |
| 2.5 | 7.037806 | 7.029868 |
| 3.0 | 7.033813 | 7.033545 |
| 3.5 | 7.033002 | 7.038060 |
| 4.0 | 7.031338 | 7.032096 |
| 4.5 | 7.028403 | 7.034099 |
| 5.0 | 7.021790 | 7.034919 |
| 5.5 | 7.028379 | 7.033690 |
| 6.0 | 7.029212 | 7.032874 |