Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 135136.80431556702 |
| Emissions (Co2eq in kg) | 0.1016640881195406 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 15.0 |
| CPU energy (kWh) | 1.5953620771962724 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.5630653048028559 |
| Consumed energy (kWh) | 2.158427381999122 |
| Country name | Switzerland |
| Cloud provider | nan |
| Cloud region | nan |
| CPU count | 6 |
| 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) | 0.2601383483074665 |
| Emissions (Co2eq in kg) | 0.05292858169026375 |
Note
5 juillet 2024 !
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | fp_bs64_lr2e4_x12 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 0.0002 |
| batch_size | 64 |
| weight_decay | 0.0 |
| warm_up_prop | 0.0 |
| drop_out_prob | 0.1 |
| packing_length | 100 |
| train_test_split | 0.2 |
| num_steps | 10376 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 13.300427 | 9.165630 |
| 0.5 | 7.093476 | 7.010190 |
| 1.0 | 6.999874 | 6.986215 |
| 1.5 | 6.976376 | 6.979395 |
| 2.0 | 6.961168 | 6.971322 |
| 2.5 | 6.955915 | 6.957881 |
| 3.0 | 6.956516 | 6.954181 |
| 3.5 | 6.950391 | 6.954473 |
| 4.0 | 6.945052 | 6.952713 |
| 4.5 | 6.939220 | 6.941207 |
| 5.0 | 6.935340 | 6.947393 |
| 5.5 | 6.928922 | 6.939991 |
| 6.0 | 6.930875 | 6.943215 |
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