Environmental Impact (CODE CARBON DEFAULT)
Metric | Value |
---|---|
Duration (in seconds) | 29341.298537492752 |
Emissions (Co2eq in kg) | 0.0191944486380988 |
CPU power (W) | 42.5 |
GPU power (W) | [No GPU] |
RAM power (W) | 7.5 |
CPU energy (kWh) | 0.3463896830707782 |
GPU energy (kWh) | [No GPU] |
RAM energy (kWh) | 0.0611271135598421 |
Consumed energy (kWh) | 0.4075167966306212 |
Country name | Switzerland |
Cloud provider | nan |
Cloud region | nan |
CPU count | 3 |
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) | 0.056481999684673545 |
Emissions (Co2eq in kg) | 0.011492008593851327 |
Note
20 May 2024
My Config
Config | Value |
---|---|
checkpoint | albert-base-v2 |
model_name | ft_bs16_lr7_base_x8 |
sequence_length | 400 |
num_epoch | 20 |
learning_rate | 5e-07 |
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 | 108600 |
Training and Testing steps
Epoch | Train Loss | Test Loss | Accuracy | Recall |
---|---|---|---|---|
0 | 0.544017 | 0.498747 | 0.756259 | 0.820552 |
1 | 0.458398 | 0.447891 | 0.789396 | 0.815951 |
2 | 0.412619 | 0.418534 | 0.809278 | 0.809816 |
3 | 0.383563 | 0.402267 | 0.819588 | 0.832822 |
4 | 0.362502 | 0.394697 | 0.828424 | 0.868098 |
5 | 0.350171 | 0.388855 | 0.824742 | 0.814417 |
6 | 0.338813 | 0.390055 | 0.827688 | 0.822086 |
7 | 0.331673 | 0.384974 | 0.829897 | 0.820552 |
8 | 0.321403 | 0.382093 | 0.830633 | 0.832822 |
9 | 0.310836 | 0.387218 | 0.823270 | 0.783742 |
10 | 0.304103 | 0.398507 | 0.818115 | 0.763804 |
11 | 0.296614 | 0.390856 | 0.832106 | 0.888037 |
12 | 0.288897 | 0.393553 | 0.825479 | 0.792945 |
13 | 0.282550 | 0.395344 | 0.830633 | 0.878834 |
14 | 0.273857 | 0.394697 | 0.829897 | 0.846626 |
15 | 0.263546 | 0.403545 | 0.824006 | 0.796012 |
16 | 0.262119 | 0.399805 | 0.826215 | 0.806748 |
17 | 0.249052 | 0.404904 | 0.826215 | 0.799080 |
18 | 0.239922 | 0.407600 | 0.823270 | 0.846626 |
19 | 0.231717 | 0.422615 | 0.819588 | 0.780675 |
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