metadata
language: en
tags:
- fill-mask
kwargs:
timestamp: '2024-05-24T07:32:11'
project_name: ft_8_4e6_mlm_cv_emissions_tracker
run_id: 540c605b-00bf-4a6b-9831-e338e3f3ffd0
duration: 69752.5319519043
emissions: 0.0422083433539418
emissions_rate: 6.051155731958987e-7
cpu_power: 42.5
gpu_power: 0
ram_power: 3.75
cpu_energy: 0.8234658257799006
gpu_energy: 0
ram_energy: 0.072658319226404
energy_consumed: 0.8961241450063017
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) | 69752.5319519043 |
| Emissions (Co2eq in kg) | 0.0422083433539418 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 3.75 |
| CPU energy (kWh) | 0.8234658257799006 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.072658319226404 |
| Consumed energy (kWh) | 0.8961241450063017 |
| 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) | 0.13427362400741574 |
| Emissions (Co2eq in kg) | 0.027319741681162513 |
Note
21 May 2024
My Config
| Config | Value |
|---|---|
| checkpoint | damgomz/ThunBERT_bs16_lr5_MLM |
| model_name | ft_8_4e6_mlm_cv |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 4e-06 |
| batch_size | 8 |
| 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 | 0.420520 | 0.346607 | 0.847082 | 0.877867 |
| 1 | 0.318169 | 0.338375 | 0.845903 | 0.855383 |
| 2 | 0.266432 | 0.351313 | 0.844136 | 0.855602 |
| 3 | 0.199349 | 0.386016 | 0.838390 | 0.867479 |
| 4 | 0.111738 | 0.455603 | 0.836033 | 0.839846 |
| 5 | 0.045670 | 0.558804 | 0.831907 | 0.844940 |