Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 181743.5601527691 |
| Emissions (Co2eq in kg) | 0.1902281718216235 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 37.5 |
| CPU energy (kWh) | 2.1455803339125508 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 1.8931486064841312 |
| Consumed energy (kWh) | 4.038728940396669 |
| 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) | 0.34985635329408055 |
| Emissions (Co2eq in kg) | 0.0711828943931679 |
Note
11 May 2024
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | ThunBERT_bs64_lr6_MLM |
| 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 | 10324 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 10.945106 | 9.019080 |
| 0.5 | 2.867227 | 2.708655 |
| 1.0 | 2.665855 | 2.638940 |
| 1.5 | 2.609206 | 2.592672 |
| 2.0 | 2.576613 | 2.554079 |
| 2.5 | 2.536065 | 2.537129 |
| 3.0 | 2.520706 | 2.514532 |
| 3.5 | 2.500843 | 2.506948 |
| 4.0 | 2.487923 | 2.482460 |
| 4.5 | 2.480872 | 2.480613 |
| 5.0 | 2.472083 | 2.472821 |
| 5.5 | 2.466065 | 2.471419 |
| 6.0 | 2.465417 | 2.472289 |
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