Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 69999.16271686554 |
| Emissions (Co2eq in kg) | 0.0423575790561814 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 3.75 |
| CPU energy (kWh) | 0.8263774124829307 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.0729151515004535 |
| Consumed energy (kWh) | 0.8992925639833854 |
| 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) | 0.13474838822996613 |
| Emissions (Co2eq in kg) | 0.02741633873077233 |
Note
21 May 2024
My Config
| Config | Value |
|---|---|
| checkpoint | damgomz/ThunBERT_bs16_lr5_MLM |
| model_name | ft_8_3e6_mlm_cv |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 3e-06 |
| 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 | 32586 |
Training and Testing steps
| Epoch | Train Loss | Test Loss | Accuracy | Recall |
|---|---|---|---|---|
| 0 | 0.449692 | 0.361802 | 0.839127 | 0.902516 |
| 1 | 0.329181 | 0.344790 | 0.845756 | 0.848515 |
| 2 | 0.286227 | 0.347579 | 0.849587 | 0.832382 |
| 3 | 0.238376 | 0.371721 | 0.842367 | 0.831269 |
| 4 | 0.173276 | 0.406255 | 0.838980 | 0.871275 |
| 5 | 0.102406 | 0.500361 | 0.829256 | 0.792049 |
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