metadata
language: en
tags:
- fill-mask
kwargs:
timestamp: '2024-07-13T19:11:59'
project_name: fp_bs1_lr2e4_x1_emissions_tracker
run_id: 02821f97-56ee-44e9-81ef-2b21b2aed806
duration: 263843.3311007023
emissions: 0.1984906342279608
emissions_rate: 7.523049129189547e-7
cpu_power: 42.5
gpu_power: 0
ram_power: 15
cpu_energy: 3.114811294805353
gpu_energy: 0
ram_energy: 1.0993377514560996
energy_consumed: 4.214149046261455
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) | 263843.3311007023 |
| Emissions (Co2eq in kg) | 0.1984906342279608 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 15.0 |
| CPU energy (kWh) | 3.114811294805353 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 1.0993377514560996 |
| Consumed energy (kWh) | 4.214149046261455 |
| 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) | 0.5078984123688518 |
| Emissions (Co2eq in kg) | 0.10333863801444171 |
Note
5 juillet 2024 !
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | fp_bs1_lr2e4_x1 |
| 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 | 662267 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 5.291330 | 7.244354 |
| 0.5 | 7.312287 | 7.156171 |
| 1.0 | 7.927555 | 7.773799 |
| 1.5 | 7.415631 | 7.158134 |
| 2.0 | 7.157891 | 7.152814 |
| 2.5 | 7.166188 | 7.101567 |
| 3.0 | 7.249720 | 7.344941 |
| 3.5 | 7.257433 | 7.245907 |
| 4.0 | 7.212815 | 7.212983 |
| 4.5 | 7.164802 | 7.093598 |
| 5.0 | 7.097352 | 7.029762 |
| 5.5 | 9.956010 | 7.196218 |
| 6.0 | 7.134232 | 7.104999 |