Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 83549.74653053284 |
| Emissions (Co2eq in kg) | 0.0505572189714632 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 3.75 |
| CPU energy (kWh) | 0.9863488307396586 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.0870300565761822 |
| Consumed energy (kWh) | 1.073378887315838 |
| 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) | 0.16083326207127568 |
| Emissions (Co2eq in kg) | 0.032723650724458694 |
Note
21 May 2024
My Config
| Config | Value |
|---|---|
| checkpoint | damgomz/ThunBERT_bs16_lr5_MLM |
| model_name | ft_16_1e6_mlm_cv |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 1e-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 | 0.569527 | 0.482388 | 0.769885 | 0.868302 |
| 1 | 0.428223 | 0.399214 | 0.818943 | 0.879900 |
| 2 | 0.366190 | 0.367185 | 0.832792 | 0.851710 |
| 3 | 0.338026 | 0.352631 | 0.841042 | 0.871195 |
| 4 | 0.319484 | 0.351039 | 0.842220 | 0.847543 |
| 5 | 0.304852 | 0.346490 | 0.843988 | 0.862411 |
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