Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 233955.49653863907 |
| Emissions (Co2eq in kg) | 0.2448772330789492 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 37.5 |
| CPU energy (kWh) | 2.7619692159141125 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 2.4370123997405138 |
| Consumed energy (kWh) | 5.198981615654642 |
| 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) | 0.45036433083688027 |
| Emissions (Co2eq in kg) | 0.09163256947763364 |
Note
11 May 2024
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | ThunBERT_bs16_lr6_MLM |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 5e-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 | 40772 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 9.929678 | 8.970636 |
| 0.5 | 2.745317 | 2.640508 |
| 1.0 | 2.586829 | 2.563136 |
| 1.5 | 2.534796 | 2.518970 |
| 2.0 | 2.496488 | 2.482155 |
| 2.5 | 2.463816 | 2.467592 |
| 3.0 | 2.449778 | 2.448237 |
| 3.5 | 2.427209 | 2.429316 |
| 4.0 | 2.399035 | 2.416176 |
| 4.5 | 2.399878 | 2.410857 |
| 5.0 | 2.385810 | 2.399659 |
| 5.5 | 2.387995 | 2.395181 |
| 6.0 | 2.376479 | 2.390256 |
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