metadata
language: en
tags:
- fill-mask
kwargs:
timestamp: '2024-06-27T08:53:36'
project_name: fp_bs2_lr5_x4_emissions_tracker
run_id: 7d7e19f1-eb93-44a6-a7dd-57bcd6d1d34c
duration: 165875.81935334206
emissions: 0.1247892573570098
emissions_rate: 7.523052958743118e-7
cpu_power: 42.5
gpu_power: 0
ram_power: 15
cpu_energy: 1.9582530103903617
gpu_energy: 0
ram_energy: 0.6911441862086449
energy_consumed: 2.649397196599008
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) | 165875.81935334206 |
| Emissions (Co2eq in kg) | 0.1247892573570098 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 15.0 |
| CPU energy (kWh) | 1.9582530103903617 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.6911441862086449 |
| Consumed energy (kWh) | 2.649397196599008 |
| 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) | 0.31931095225518347 |
| Emissions (Co2eq in kg) | 0.06496802924672564 |
Note
24 juin 2024 !
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | fp_bs2_lr5_x4 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 5e-05 |
| 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 | 329179 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 17.139151 | 14.394840 |
| 0.5 | 4.474276 | 4.052870 |
| 1.0 | 6.136840 | 7.151166 |
| 1.5 | 7.172288 | 7.184295 |
| 2.0 | 7.181800 | 7.177461 |
| 2.5 | 7.167930 | 7.177028 |
| 3.0 | 7.174439 | 7.176045 |
| 3.5 | 7.168124 | 7.169977 |
| 4.0 | 7.175797 | 7.181043 |
| 4.5 | 7.177265 | 7.184323 |
| 5.0 | 7.193657 | 7.183656 |
| 5.5 | 7.203760 | 7.205145 |
| 6.0 | 7.209817 | 7.215724 |