Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 14128.986453294754 |
| Emissions (Co2eq in kg) | 0.0092428823013789 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 7.5 |
| CPU energy (kWh) | 0.1668002158474592 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.0294351571038365 |
| Consumed energy (kWh) | 0.1962353729512954 |
| Country name | Switzerland |
| Cloud provider | nan |
| Cloud region | nan |
| CPU count | 3 |
| 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) | 0.0271982989225924 |
| Emissions (Co2eq in kg) | 0.005533853027540445 |
Note
20 May 2024
My Config
| Config | Value |
|---|---|
| checkpoint | damgomz/ThunBERT_bs32_lr5 |
| model_name | ft_bs64_lr6 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 5e-06 |
| 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 | 32580 |
Training and Testing steps
| Epoch | Train Loss | Test Loss | Accuracy | Recall |
|---|---|---|---|---|
| 0 | 0.559962 | 0.475530 | 0.776878 | 0.914110 |
| 1 | 0.402635 | 0.379714 | 0.839470 | 0.914110 |
| 2 | 0.330053 | 0.354730 | 0.846097 | 0.863497 |
| 3 | 0.284907 | 0.377288 | 0.834315 | 0.840491 |
| 4 | 0.218295 | 0.377222 | 0.840943 | 0.842025 |
| 5 | 0.153730 | 0.446266 | 0.836524 | 0.837423 |
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