metadata
language: en
tags:
- fill-mask
kwargs:
timestamp: '2024-05-22T15:47:08'
project_name: ft_16_1e6_cv_emissions_tracker
run_id: 3351543a-9f08-4748-9d24-d177e974c299
duration: 83465.50871014595
emissions: 0.0505062485218885
emissions_rate: 6.051152062977732e-7
cpu_power: 42.5
gpu_power: 0
ram_power: 3.75
cpu_energy: 0.9853544236797442
gpu_energy: 0
ram_energy: 0.0869423114615182
energy_consumed: 1.0722967351412616
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) | 83465.50871014595 |
Emissions (Co2eq in kg) | 0.0505062485218885 |
CPU power (W) | 42.5 |
GPU power (W) | [No GPU] |
RAM power (W) | 3.75 |
CPU energy (kWh) | 0.9853544236797442 |
GPU energy (kWh) | [No GPU] |
RAM energy (kWh) | 0.0869423114615182 |
Consumed energy (kWh) | 1.0722967351412616 |
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) | 0.16067110426703096 |
Emissions (Co2eq in kg) | 0.0326906575781405 |
Note
21 May 2024
My Config
Config | Value |
---|---|
checkpoint | damgomz/ThunBERT_bs32_lr5 |
model_name | ft_16_1e6_cv |
sequence_length | 400 |
num_epoch | 6 |
learning_rate | 1e-06 |
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 | 32586 |
Training and Testing steps
Epoch | Train Loss | Test Loss | Accuracy | Recall |
---|---|---|---|---|
0 | 0.613570 | 0.533018 | 0.737477 | 0.881819 |
1 | 0.489994 | 0.451972 | 0.794342 | 0.833306 |
2 | 0.409385 | 0.398267 | 0.822773 | 0.865210 |
3 | 0.358597 | 0.379467 | 0.828665 | 0.850640 |
4 | 0.328654 | 0.372455 | 0.833086 | 0.845936 |
5 | 0.301602 | 0.373118 | 0.837210 | 0.850023 |