Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 25962.446683883667 |
| Emissions (Co2eq in kg) | 0.0157102844016736 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 3.75 |
| CPU energy (kWh) | 0.3065005930536328 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.0270440111304323 |
| Consumed energy (kWh) | 0.3335446041840649 |
| 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) | 0.04997770986647606 |
| Emissions (Co2eq in kg) | 0.01016862495118777 |
Note
19 juin 2024
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | BERTrand_base_x4 |
| sequence_length | 400 |
| num_epoch | 2 |
| learning_rate | 1.6e-05 |
| 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 | 12220 |
Training and Testing steps
| Epoch | Train Loss | Test Loss | F-beta Score | TN | FP | FN | TP |
|---|---|---|---|---|---|---|---|
| 0 | 0.000000 | 0.681885 | 0.455426 | 543 | 219 | 437 | 329 |
| 1 | 0.303201 | 0.214551 | 0.927409 | 673 | 89 | 48 | 718 |
| 2 | 0.193502 | 0.219444 | 0.947970 | 633 | 129 | 19 | 747 |
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