Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 38910.19193696976 |
| Emissions (Co2eq in kg) | 0.0235451730832479 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 3.75 |
| CPU energy (kWh) | 0.4593557176336661 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.0405311867473025 |
| Consumed energy (kWh) | 0.4998869043809679 |
| 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) | 0.07490211947866678 |
| Emissions (Co2eq in kg) | 0.015239825175313153 |
Note
19 juin 2024
My Config
| Config | Value |
|---|---|
| checkpoint | damgomz/fp_bs32_lr1e4_x8 |
| model_name | BERTrand_x8 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 1.8e-05 |
| 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 | 36660 |
Training and Testing steps
| Epoch | Train Loss | Test Loss | F-beta Score | TN | FP | FN | TP |
|---|---|---|---|---|---|---|---|
| 0 | 0.000000 | 0.703663 | 0.834059 | 0.000000 | 762.000000 | 0.000000 | 766.000000 |
| 1 | 0.257026 | 0.266187 | 0.945223 | 643.000000 | 119.000000 | 24.000000 | 742.000000 |
| 2 | 0.161917 | 0.221957 | 0.946050 | 655.000000 | 107.000000 | 26.000000 | 740.000000 |
| 3 | 0.097315 | 0.242889 | 0.934278 | 671.000000 | 91.000000 | 41.000000 | 725.000000 |
| 4 | 0.062281 | 0.285288 | 0.897638 | 700.000000 | 62.000000 | 82.000000 | 684.000000 |
| 5 | 0.032137 | 0.369095 | 0.919481 | 684.000000 | 78.000000 | 58.000000 | 708.000000 |
| 6 | 0.023850 | 0.322600 | 0.904214 | 696.000000 | 66.000000 | 75.000000 | 691.000000 |
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