metadata
language: en
tags:
- fill-mask
kwargs:
timestamp: '2024-05-21T06:49:42'
project_name: ft_bs16_lr7_base_x8_emissions_tracker
run_id: 7007bd3e-3ec7-43c5-b17e-eac8ecbd3099
duration: 29341.298537492752
emissions: 0.0191944486380988
emissions_rate: 6.541785672359366e-7
cpu_power: 42.5
gpu_power: 0
ram_power: 7.5
cpu_energy: 0.3463896830707782
gpu_energy: 0
ram_energy: 0.0611271135598421
energy_consumed: 0.4075167966306212
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: 3
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) | 29341.298537492752 |
| Emissions (Co2eq in kg) | 0.0191944486380988 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 7.5 |
| CPU energy (kWh) | 0.3463896830707782 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.0611271135598421 |
| Consumed energy (kWh) | 0.4075167966306212 |
| Country name | Switzerland |
| Cloud provider | nan |
| Cloud region | nan |
| CPU count | 3 |
| 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) | 0.056481999684673545 |
| Emissions (Co2eq in kg) | 0.011492008593851327 |
Note
20 May 2024
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | ft_bs16_lr7_base_x8 |
| sequence_length | 400 |
| num_epoch | 20 |
| learning_rate | 5e-07 |
| batch_size | 16 |
| weight_decay | 0.0 |
| warm_up_prop | 0.0 |
| drop_out_prob | 0.1 |
| packing_length | 100 |
| train_test_split | 0.2 |
| num_steps | 108600 |
Training and Testing steps
| Epoch | Train Loss | Test Loss | Accuracy | Recall |
|---|---|---|---|---|
| 0 | 0.544017 | 0.498747 | 0.756259 | 0.820552 |
| 1 | 0.458398 | 0.447891 | 0.789396 | 0.815951 |
| 2 | 0.412619 | 0.418534 | 0.809278 | 0.809816 |
| 3 | 0.383563 | 0.402267 | 0.819588 | 0.832822 |
| 4 | 0.362502 | 0.394697 | 0.828424 | 0.868098 |
| 5 | 0.350171 | 0.388855 | 0.824742 | 0.814417 |
| 6 | 0.338813 | 0.390055 | 0.827688 | 0.822086 |
| 7 | 0.331673 | 0.384974 | 0.829897 | 0.820552 |
| 8 | 0.321403 | 0.382093 | 0.830633 | 0.832822 |
| 9 | 0.310836 | 0.387218 | 0.823270 | 0.783742 |
| 10 | 0.304103 | 0.398507 | 0.818115 | 0.763804 |
| 11 | 0.296614 | 0.390856 | 0.832106 | 0.888037 |
| 12 | 0.288897 | 0.393553 | 0.825479 | 0.792945 |
| 13 | 0.282550 | 0.395344 | 0.830633 | 0.878834 |
| 14 | 0.273857 | 0.394697 | 0.829897 | 0.846626 |
| 15 | 0.263546 | 0.403545 | 0.824006 | 0.796012 |
| 16 | 0.262119 | 0.399805 | 0.826215 | 0.806748 |
| 17 | 0.249052 | 0.404904 | 0.826215 | 0.799080 |
| 18 | 0.239922 | 0.407600 | 0.823270 | 0.846626 |
| 19 | 0.231717 | 0.422615 | 0.819588 | 0.780675 |