metadata
language: en
tags:
- fill-mask
kwargs:
timestamp: '2024-05-21T07:18:18'
project_name: ft_bs64_lr7_emissions_tracker
run_id: 1145bafe-8e78-49ff-af17-c3e010606fad
duration: 33325.59226679802
emissions: 0.0218008981080728
emissions_rate: 6.541788645056703e-7
cpu_power: 42.5
gpu_power: 0
ram_power: 7.5
cpu_energy: 0.3934264249450631
gpu_energy: 0
ram_energy: 0.0694278267284233
energy_consumed: 0.4628542516734863
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: 3
cpu_model: Intel(R) Xeon(R) Platinum 8360Y CPU @ 2.40GHz
gpu_count: .nan
gpu_model: .nan
longitude: .nan
latitude: .nan
ram_total_size: 20
tracking_mode: machine
on_cloud: 'N'
pue: 1
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 33325.59226679802 |
| Emissions (Co2eq in kg) | 0.0218008981080728 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 7.5 |
| CPU energy (kWh) | 0.3934264249450631 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.0694278267284233 |
| Consumed energy (kWh) | 0.4628542516734863 |
| Country name | Switzerland |
| Cloud provider | nan |
| Cloud region | nan |
| CPU count | 3 |
| 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) | 0.06415176511358618 |
| Emissions (Co2eq in kg) | 0.013052523637829223 |
Note
20 May 2024
My Config
| Config | Value |
|---|---|
| checkpoint | damgomz/ThunBERT_bs32_lr5 |
| model_name | ft_bs64_lr7 |
| sequence_length | 400 |
| num_epoch | 15 |
| learning_rate | 5e-07 |
| batch_size | 64 |
| weight_decay | 0.0 |
| warm_up_prop | 0.0 |
| drop_out_prob | 0.1 |
| packing_length | 100 |
| train_test_split | 0.2 |
| num_steps | 81450 |
Training and Testing steps
| Epoch | Train Loss | Test Loss | Accuracy | Recall |
|---|---|---|---|---|
| 0 | 0.704930 | 0.674754 | 0.572165 | 0.265337 |
| 1 | 0.665731 | 0.636024 | 0.677467 | 0.766871 |
| 2 | 0.608330 | 0.578532 | 0.709131 | 0.889571 |
| 3 | 0.554262 | 0.535725 | 0.730486 | 0.898773 |
| 4 | 0.514408 | 0.501135 | 0.752577 | 0.888037 |
| 5 | 0.478413 | 0.467166 | 0.776878 | 0.904908 |
| 6 | 0.441089 | 0.433510 | 0.804124 | 0.884969 |
| 7 | 0.413271 | 0.413341 | 0.818851 | 0.861963 |
| 8 | 0.390756 | 0.404188 | 0.820324 | 0.920245 |
| 9 | 0.374568 | 0.391133 | 0.818851 | 0.877301 |
| 10 | 0.360722 | 0.384345 | 0.826215 | 0.883436 |
| 11 | 0.352599 | 0.380412 | 0.830633 | 0.878834 |
| 12 | 0.338886 | 0.378745 | 0.830633 | 0.889571 |
| 13 | 0.330394 | 0.376916 | 0.834315 | 0.868098 |
| 14 | 0.316725 | 0.380716 | 0.832106 | 0.845092 |