Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 239228.4635732174 |
| Emissions (Co2eq in kg) | 0.2503963308007924 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 37.5 |
| CPU energy (kWh) | 2.8242188442342693 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 2.4919385791917703 |
| Consumed energy (kWh) | 5.316157423426093 |
| 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) | 0.4605147923784434 |
| Emissions (Co2eq in kg) | 0.09369781489951014 |
Note
11 May 2024
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | ThunBERT_bs16_lr4_MLM |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 0.0005 |
| 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 | 41487 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 9.064325 | 10.265857 |
| 0.5 | 7.111872 | 7.050375 |
| 1.0 | 7.016987 | 6.997503 |
| 1.5 | 6.983451 | 6.979186 |
| 2.0 | 6.968434 | 6.971410 |
| 2.5 | 6.963163 | 6.961389 |
| 3.0 | 6.954497 | 6.966845 |
| 3.5 | 6.955475 | 6.959421 |
| 4.0 | 6.949583 | 6.954539 |
| 4.5 | 6.946674 | 6.948943 |
| 5.0 | 6.945176 | 6.943159 |
| 5.5 | 6.935982 | 6.942896 |
| 6.0 | 6.941130 | 6.944676 |
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