Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 60132.29506349563 |
| Emissions (Co2eq in kg) | 0.0363869883786758 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 3.75 |
| CPU energy (kWh) | 0.7098938495031664 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.0626372725255787 |
| Consumed energy (kWh) | 0.7725311220287439 |
| 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) | 0.1157546679972291 |
| Emissions (Co2eq in kg) | 0.023551815566535787 |
Note
21 May 2024
My Config
| Config | Value |
|---|---|
| checkpoint | damgomz/ThunBERT_bs16_lr5_MLM |
| model_name | ft_16_3e6_mlm_cv |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 3e-06 |
| batch_size | 16 |
| 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 | 0.473777 | 0.373048 | 0.834265 | 0.846633 |
| 1 | 0.341356 | 0.346966 | 0.842958 | 0.873620 |
| 2 | 0.304922 | 0.353431 | 0.840892 | 0.857385 |
| 3 | 0.270164 | 0.349745 | 0.843253 | 0.863280 |
| 4 | 0.228965 | 0.378020 | 0.842073 | 0.858944 |
| 5 | 0.175868 | 0.424443 | 0.835885 | 0.852167 |
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