Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 235473.367398262 |
| Emissions (Co2eq in kg) | 0.2464658791690032 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 37.5 |
| CPU energy (kWh) | 2.7798878126818387 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 2.4528223032181424 |
| Consumed energy (kWh) | 5.232710115899944 |
| 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) | 0.45328623224165426 |
| Emissions (Co2eq in kg) | 0.0922270688976526 |
Note
11 May 2024
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | ThunBERT_bs32_lr6_MLM |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 5e-06 |
| batch_size | 32 |
| weight_decay | 0.0 |
| warm_up_prop | 0.0 |
| drop_out_prob | 0.1 |
| packing_length | 100 |
| train_test_split | 0.2 |
| num_steps | 20697 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 11.041288 | 9.034583 |
| 0.5 | 2.785885 | 2.666669 |
| 1.0 | 2.624746 | 2.589643 |
| 1.5 | 2.561836 | 2.539555 |
| 2.0 | 2.526150 | 2.511527 |
| 2.5 | 2.504812 | 2.493704 |
| 3.0 | 2.477588 | 2.483953 |
| 3.5 | 2.461472 | 2.459754 |
| 4.0 | 2.446118 | 2.450552 |
| 4.5 | 2.425881 | 2.443312 |
| 5.0 | 2.429715 | 2.434400 |
| 5.5 | 2.418076 | 2.426935 |
| 6.0 | 2.411877 | 2.422068 |
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