Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 29138.80147099495 |
| Emissions (Co2eq in kg) | 0.0176323480176731 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 3.75 |
| CPU energy (kWh) | 0.3439991844069624 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.030352698093901 |
| Consumed energy (kWh) | 0.374351882500863 |
| 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) | 0.05609219283166527 |
| Emissions (Co2eq in kg) | 0.011412697242806354 |
Note
19 juin 2024
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | BERTrand_base_x1 |
| sequence_length | 400 |
| num_epoch | 2 |
| learning_rate | 3e-06 |
| batch_size | 1 |
| weight_decay | 0.0 |
| warm_up_prop | 0.0 |
| drop_out_prob | 0.1 |
| packing_length | 100 |
| train_test_split | 0.2 |
| num_steps | 12220 |
Training and Testing steps
| Epoch | Train Loss | Test Loss | F-beta Score | TN | FP | FN | TP |
|---|---|---|---|---|---|---|---|
| 0 | 0.000000 | 0.718816 | 0.004854 | 739 | 23 | 763 | 3 |
| 1 | 0.269843 | 0.219682 | 0.932836 | 665 | 97 | 41 | 725 |
| 2 | 0.163342 | 0.204536 | 0.943858 | 676 | 86 | 33 | 733 |
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