metadata
language: en
tags:
- fill-mask
kwargs:
timestamp: '2024-05-21T02:41:10'
project_name: ft_bs32_lr6_emissions_tracker
run_id: 85ac759b-912d-4e09-8e24-9e39d23e1bcc
duration: 17729.19307088852
emissions: 0.0107282145513378
emissions_rate: 6.051157832419174e-7
cpu_power: 42.5
gpu_power: 0
ram_power: 3.75
cpu_energy: 0.2093026295539407
gpu_energy: 0
ram_energy: 0.0184677904230852
energy_consumed: 0.2277704199770255
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: 2
cpu_model: Intel(R) Xeon(R) Platinum 8360Y CPU @ 2.40GHz
gpu_count: .nan
gpu_model: .nan
longitude: .nan
latitude: .nan
ram_total_size: 10
tracking_mode: machine
on_cloud: 'N'
pue: 1
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 17729.19307088852 |
| Emissions (Co2eq in kg) | 0.0107282145513378 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 3.75 |
| CPU energy (kWh) | 0.2093026295539407 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.0184677904230852 |
| Consumed energy (kWh) | 0.2277704199770255 |
| Country name | Switzerland |
| Cloud provider | nan |
| Cloud region | nan |
| CPU count | 2 |
| 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) | 0.0341286966614604 |
| Emissions (Co2eq in kg) | 0.00694393395276467 |
Note
20 May 2024
My Config
| Config | Value |
|---|---|
| checkpoint | damgomz/ThunBERT_bs32_lr5 |
| model_name | ft_bs32_lr6 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 5e-06 |
| 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 | 32580 |
Training and Testing steps
| Epoch | Train Loss | Test Loss | Accuracy | Recall |
|---|---|---|---|---|
| 0 | 0.522716 | 0.395350 | 0.830633 | 0.819018 |
| 1 | 0.356657 | 0.353893 | 0.846834 | 0.820552 |
| 2 | 0.287991 | 0.375830 | 0.835052 | 0.774540 |
| 3 | 0.201204 | 0.418817 | 0.830633 | 0.799080 |
| 4 | 0.108397 | 0.521933 | 0.821797 | 0.866564 |
| 5 | 0.065686 | 0.564379 | 0.807069 | 0.773006 |