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 |