metadata
language: en
tags:
- fill-mask
kwargs:
timestamp: '2024-05-25T20:06:02'
project_name: fp_bs32_lr5_x2_emissions_tracker
run_id: 2d50eb04-1ba2-480c-b597-9651f18ce006
duration: 206961.3233139515
emissions: 0.1353896769795261
emissions_rate: 6.541786398135162e-7
cpu_power: 42.5
gpu_power: 0
ram_power: 7.5
cpu_energy: 2.443288704403909
gpu_energy: 0
ram_energy: 0.4311657016495866
energy_consumed: 2.874454406053505
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: 4
cpu_model: Intel(R) Xeon(R) Platinum 8360Y CPU @ 2.40GHz
gpu_count: .nan
gpu_model: .nan
longitude: .nan
latitude: .nan
ram_total_size: 20
tracking_mode: machine
on_cloud: 'N'
pue: 1
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 206961.3233139515 |
| Emissions (Co2eq in kg) | 0.1353896769795261 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 7.5 |
| CPU energy (kWh) | 2.443288704403909 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.4311657016495866 |
| Consumed energy (kWh) | 2.874454406053505 |
| Country name | Switzerland |
| Cloud provider | nan |
| Cloud region | nan |
| CPU count | 4 |
| 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) | 0.39840054737935665 |
| Emissions (Co2eq in kg) | 0.08105985163129766 |
Note
23 May 2024
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | fp_bs32_lr5_x2 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 5e-05 |
| batch_size | 32 |
| weight_decay | 0.0 |
| warm_up_prop | 0.0 |
| drop_out_prob | 0.1 |
| packing_length | 100 |
| train_test_split | 0.2 |
| num_steps | 20858 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 16.366634 | 11.998799 |
| 0.5 | 7.070860 | 6.991149 |
| 1.0 | 6.967975 | 6.968658 |
| 1.5 | 6.961848 | 6.959475 |
| 2.0 | 6.958854 | 6.956175 |
| 2.5 | 6.938891 | 6.952820 |
| 3.0 | 6.948310 | 6.945537 |
| 3.5 | 6.945998 | 6.951063 |
| 4.0 | 6.935990 | 6.948559 |
| 4.5 | 6.936107 | 6.946336 |
| 5.0 | 6.930304 | 6.939602 |
| 5.5 | 6.928085 | 6.939915 |
| 6.0 | 6.932602 | 6.942121 |