Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 223065.91824889183 |
| Emissions (Co2eq in kg) | 0.2334794830116918 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 37.5 |
| CPU energy (kWh) | 2.6334121397880956 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 2.323584166270997 |
| Consumed energy (kWh) | 4.956996306059145 |
| 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) | 0.4294018926291167 |
| Emissions (Co2eq in kg) | 0.08736748464748263 |
Note
11 May 2024
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | ThunBERT_bs8_lr6_MLM |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 5e-06 |
| batch_size | 8 |
| weight_decay | 0.0 |
| warm_up_prop | 0.0 |
| drop_out_prob | 0.1 |
| packing_length | 100 |
| train_test_split | 0.2 |
| num_steps | 82599 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 9.572789 | 8.904013 |
| 0.5 | 2.721201 | 2.621082 |
| 1.0 | 2.571123 | 2.540323 |
| 1.5 | 2.501097 | 2.498298 |
| 2.0 | 2.474394 | 2.462365 |
| 2.5 | 2.439725 | 2.431248 |
| 3.0 | 2.406418 | 2.416753 |
| 3.5 | 2.394601 | 2.402248 |
| 4.0 | 2.376476 | 2.380821 |
| 4.5 | 2.358106 | 2.375012 |
| 5.0 | 2.358450 | 2.366301 |
| 5.5 | 2.346000 | 2.356987 |
| 6.0 | 2.341180 | 2.353812 |
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