metadata
language: en
tags:
- fill-mask
kwargs:
timestamp: '2024-07-12T02:28:25'
project_name: fp_bs64_lr2e4_x2_emissions_tracker
run_id: e61822aa-b995-4098-9ce0-4e9c047cbe88
duration: 117230.05026745796
emissions: 0.0881928221448837
emissions_rate: 7.523055901082836e-7
cpu_power: 42.5
gpu_power: 0
ram_power: 15
cpu_energy: 1.3839638226191218
gpu_energy: 0
ram_energy: 0.4884554921487971
energy_consumed: 1.872419314767918
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) | 117230.05026745796 |
| Emissions (Co2eq in kg) | 0.0881928221448837 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 15.0 |
| CPU energy (kWh) | 1.3839638226191218 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.4884554921487971 |
| Consumed energy (kWh) | 1.872419314767918 |
| 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) | 0.22566784676485657 |
| Emissions (Co2eq in kg) | 0.04591510302142103 |
Note
5 juillet 2024 !
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | fp_bs64_lr2e4_x2 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 0.0002 |
| batch_size | 64 |
| weight_decay | 0.0 |
| warm_up_prop | 0.0 |
| drop_out_prob | 0.1 |
| packing_length | 100 |
| train_test_split | 0.2 |
| num_steps | 10468 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 16.143917 | 13.486271 |
| 0.5 | 3.690740 | 3.181828 |
| 1.0 | 3.046347 | 2.980773 |
| 1.5 | 2.878290 | 2.848918 |
| 2.0 | 2.755259 | 2.743930 |
| 2.5 | 2.651198 | 2.661935 |
| 3.0 | 2.587142 | 2.598990 |
| 3.5 | 2.502116 | 2.534949 |
| 4.0 | 2.445750 | 2.475558 |
| 4.5 | 2.384806 | 2.431891 |
| 5.0 | 2.327271 | 2.381658 |
| 5.5 | 2.283180 | 2.340630 |
| 6.0 | 2.243940 | 2.315733 |