Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 233928.81700468063 |
| Emissions (Co2eq in kg) | 0.244849275713393 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 37.5 |
| CPU energy (kWh) | 2.7616538001479265 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 2.436734253468611 |
| Consumed energy (kWh) | 5.198388053616548 |
| 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) | 0.4503129727340102 |
| Emissions (Co2eq in kg) | 0.09162211999349991 |
Note
11 May 2024
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | ThunBERT_bs16_lr5_MLM |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 5e-05 |
| 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 | 40731 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 9.356630 | 3.938136 |
| 0.5 | 2.865897 | 2.755425 |
| 1.0 | 2.687060 | 2.671096 |
| 1.5 | 2.594876 | 2.581770 |
| 2.0 | 2.518881 | 2.521303 |
| 2.5 | 2.457508 | 2.460283 |
| 3.0 | 2.401018 | 2.414209 |
| 3.5 | 2.344190 | 2.375621 |
| 4.0 | 2.305548 | 2.336760 |
| 4.5 | 2.260479 | 2.301545 |
| 5.0 | 2.231557 | 2.259340 |
| 5.5 | 2.190297 | 2.233290 |
| 6.0 | 2.169458 | 2.217825 |
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