Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 190422.01247096065 |
| Emissions (Co2eq in kg) | 0.1993119180945443 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 37.5 |
| CPU energy (kWh) | 2.2480348206905836 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 1.9835508801341004 |
| Consumed energy (kWh) | 4.231585700824702 |
| Country name | Switzerland |
| Cloud provider | nan |
| Cloud region | nan |
| CPU count | 4 |
| 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) | 0.3665623740065992 |
| Emissions (Co2eq in kg) | 0.07458195488445958 |
Note
30 April 2024
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | BERTrand_bs16_lr5 |
| sequence_length | 400 |
| num_epoch | 12 |
| learning_rate | 5e-05 |
| batch_size | 16 |
| weight_decay | 0.0 |
| warm_up_prop | 0 |
| drop_out_prob | 0.1 |
| packing_length | 100 |
| train_test_split | 0.2 |
| num_steps | 12590 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 15.505644 | 13.835570 |
| 0.5 | 2.703247 | 3.216191 |
| 1.0 | 2.525614 | 3.149906 |
| 1.5 | 2.203586 | 3.040256 |
| 2.0 | 2.160747 | 2.952961 |
| 2.5 | 2.370840 | 2.949682 |
| 3.0 | 2.350076 | 2.925128 |
| 3.5 | 2.110838 | 2.981181 |
| 4.0 | 1.903310 | 2.836523 |
| 4.5 | 2.270815 | 2.814076 |
| 5.0 | 2.256549 | 2.848042 |
| 5.5 | 2.214569 | 2.812752 |
| 6.0 | 1.896058 | 2.755932 |
| 6.5 | 2.082173 | 2.737672 |
| 7.0 | 2.156056 | 2.711664 |
| 7.5 | 2.133011 | 2.690121 |
| 8.0 | 1.826039 | 2.718429 |
| 8.5 | 1.919896 | 2.646301 |
| 9.0 | 2.058763 | 2.616522 |
| 9.5 | 2.088796 | 2.676844 |
| 10.0 | 1.848681 | 2.622713 |
| 10.5 | 1.776635 | 2.581153 |
| 11.0 | 2.059736 | 2.579319 |
| 11.5 | 2.055293 | 2.591116 |
| 12.0 | 1.912107 | 2.555768 |
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