Environmental Impact (CODE CARBON DEFAULT)
Metric | Value |
---|---|
Duration (in seconds) | 13016.97026515007 |
Emissions (Co2eq in kg) | 0.0078767721168084 |
CPU power (W) | 42.5 |
GPU power (W) | [No GPU] |
RAM power (W) | 3.75 |
CPU energy (kWh) | 0.1536722855205337 |
GPU energy (kWh) | [No GPU] |
RAM energy (kWh) | 0.0135592407062649 |
Consumed energy (kWh) | 0.1672315262267985 |
Country name | Switzerland |
Cloud provider | nan |
Cloud region | nan |
CPU count | 2 |
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) | 0.025057667760413883 |
Emissions (Co2eq in kg) | 0.005098313353850444 |
Note
20 May 2024
My Config
Config | Value |
---|---|
checkpoint | damgomz/ThunBERT_bs16_lr5_MLM |
model_name | ft_bs16_lr6_mlm |
sequence_length | 400 |
num_epoch | 6 |
learning_rate | 5e-06 |
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 | 32580 |
Training and Testing steps
Epoch | Train Loss | Test Loss | Accuracy | Recall |
---|---|---|---|---|
0 | 0.441067 | 0.342969 | 0.849779 | 0.877301 |
1 | 0.324801 | 0.346633 | 0.851252 | 0.918712 |
2 | 0.278107 | 0.331949 | 0.857143 | 0.871166 |
3 | 0.216568 | 0.365292 | 0.849779 | 0.878834 |
4 | 0.141970 | 0.435924 | 0.844624 | 0.915644 |
5 | 0.062279 | 0.516091 | 0.843152 | 0.889571 |
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