metadata
language: en
tags:
- fill-mask
kwargs:
timestamp: '2024-06-27T04:15:45'
project_name: fp_bs8_lr5_x12_emissions_tracker
run_id: 383ad829-cfe9-4004-8edb-256c917b8191
duration: 149202.29011011124
emissions: 0.1122456412119565
emissions_rate: 7.523050827780143e-7
cpu_power: 42.5
gpu_power: 0
ram_power: 15
cpu_energy: 1.7614126276703366
gpu_energy: 0
ram_energy: 0.6216714090158515
energy_consumed: 2.3830840366861965
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) | 149202.29011011124 |
| Emissions (Co2eq in kg) | 0.1122456412119565 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 15.0 |
| CPU energy (kWh) | 1.7614126276703366 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.6216714090158515 |
| Consumed energy (kWh) | 2.3830840366861965 |
| 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) | 0.2872144084619641 |
| Emissions (Co2eq in kg) | 0.05843756362646023 |
Note
24 juin 2024 !
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | fp_bs8_lr5_x12 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 5e-05 |
| batch_size | 8 |
| weight_decay | 0.0 |
| warm_up_prop | 0.0 |
| drop_out_prob | 0.1 |
| packing_length | 100 |
| train_test_split | 0.2 |
| num_steps | 82829 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 12.793059 | 10.997055 |
| 0.5 | 4.387009 | 3.999417 |
| 1.0 | 3.826829 | 3.703264 |
| 1.5 | 3.604381 | 3.563780 |
| 2.0 | 3.450672 | 3.413914 |
| 2.5 | 3.329538 | 3.332963 |
| 3.0 | 3.239998 | 3.237234 |
| 3.5 | 3.156515 | 3.187907 |
| 4.0 | 3.088817 | 3.110496 |
| 4.5 | 3.007377 | 3.059386 |
| 5.0 | 2.959972 | 3.014899 |
| 5.5 | 2.906245 | 2.975704 |
| 6.0 | 2.884630 | 2.952865 |