metadata
language: en
tags:
- fill-mask
kwargs:
timestamp: '2024-05-22T16:01:21'
project_name: ft_32_2e6_mlm_cv_emissions_tracker
run_id: 80bc0bd0-9bbf-4d23-9626-0fb32f9119ae
duration: 84107.7265291214
emissions: 0.0508948599019375
emissions_rate: 6.051151541269611e-7
cpu_power: 42.5
gpu_power: 0
ram_power: 3.75
cpu_energy: 0.992936073138814
gpu_energy: 0
ram_energy: 0.087611259230723
energy_consumed: 1.0805473323695376
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) | 84107.7265291214 |
| Emissions (Co2eq in kg) | 0.0508948599019375 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 3.75 |
| CPU energy (kWh) | 0.992936073138814 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.087611259230723 |
| Consumed energy (kWh) | 1.0805473323695376 |
| 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) | 0.16190737356855872 |
| Emissions (Co2eq in kg) | 0.03294219289057255 |
Note
21 May 2024
My Config
| Config | Value |
|---|---|
| checkpoint | damgomz/ThunBERT_bs16_lr5_MLM |
| model_name | ft_32_2e6_mlm_cv |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 2e-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 | 32586 |
Training and Testing steps
| Epoch | Train Loss | Test Loss | Accuracy | Recall |
|---|---|---|---|---|
| 0 | 0.550419 | 0.454254 | 0.789185 | 0.851809 |
| 1 | 0.398037 | 0.372154 | 0.828961 | 0.864037 |
| 2 | 0.340236 | 0.356446 | 0.840012 | 0.875733 |
| 3 | 0.316593 | 0.345909 | 0.844725 | 0.860372 |
| 4 | 0.296352 | 0.345768 | 0.846199 | 0.849053 |
| 5 | 0.277707 | 0.347603 | 0.846936 | 0.864010 |