metadata
language: en
tags:
- fill-mask
kwargs:
timestamp: '2024-05-24T06:54:05'
project_name: ft_16_4e6_mlm_cv_emissions_tracker
run_id: 3f56a463-50e7-4188-bb92-9e3115763b7d
duration: 67498.73499298096
emissions: 0.0408445349436233
emissions_rate: 6.051155617637977e-7
cpu_power: 42.5
gpu_power: 0
ram_power: 3.75
cpu_energy: 0.7968585600329781
gpu_energy: 0
ram_energy: 0.070310607152929
energy_consumed: 0.8671691671859065
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) | 67498.73499298096 |
| Emissions (Co2eq in kg) | 0.0408445349436233 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 3.75 |
| CPU energy (kWh) | 0.7968585600329781 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.070310607152929 |
| Consumed energy (kWh) | 0.8671691671859065 |
| 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) | 0.12993506486148834 |
| Emissions (Co2eq in kg) | 0.02643700453891754 |
Note
21 May 2024
My Config
| Config | Value |
|---|---|
| checkpoint | damgomz/ThunBERT_bs16_lr5_MLM |
| model_name | ft_16_4e6_mlm_cv |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 4e-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 | 0.453056 | 0.355866 | 0.842959 | 0.859240 |
| 1 | 0.330308 | 0.346280 | 0.843838 | 0.853032 |
| 2 | 0.289168 | 0.346006 | 0.844134 | 0.862091 |
| 3 | 0.240538 | 0.363388 | 0.843545 | 0.864176 |
| 4 | 0.178344 | 0.397027 | 0.838242 | 0.856995 |
| 5 | 0.105971 | 0.492622 | 0.827195 | 0.818774 |