Environmental Impact (CODE CARBON DEFAULT)
Metric | Value |
---|---|
Duration (in seconds) | 29669.0817964077 |
Emissions (Co2eq in kg) | 0.0194088841146787 |
CPU power (W) | 42.5 |
GPU power (W) | [No GPU] |
RAM power (W) | 7.5 |
CPU energy (kWh) | 0.3502593684590531 |
GPU energy (kWh) | [No GPU] |
RAM energy (kWh) | 0.0618101017152269 |
Consumed energy (kWh) | 0.4120694701742792 |
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) | 0.05711298245808482 |
Emissions (Co2eq in kg) | 0.011620390370259682 |
Note
20 May 2024
My Config
Config | Value |
---|---|
checkpoint | albert-base-v2 |
model_name | ft_bs32_1lr6_base_x8 |
sequence_length | 400 |
num_epoch | 20 |
learning_rate | 1e-06 |
batch_size | 32 |
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 | 0.563129 | 0.502131 | 0.748159 | 0.777607 |
1 | 0.467373 | 0.454147 | 0.782769 | 0.842025 |
2 | 0.418498 | 0.435779 | 0.794551 | 0.907975 |
3 | 0.379170 | 0.403679 | 0.811487 | 0.895706 |
4 | 0.358712 | 0.382256 | 0.827688 | 0.858896 |
5 | 0.340088 | 0.380777 | 0.834315 | 0.880368 |
6 | 0.326862 | 0.395078 | 0.823270 | 0.897239 |
7 | 0.314514 | 0.419026 | 0.816642 | 0.929448 |
8 | 0.302010 | 0.378412 | 0.832842 | 0.834356 |
9 | 0.293725 | 0.385449 | 0.824006 | 0.797546 |
10 | 0.286153 | 0.380928 | 0.835052 | 0.874233 |
11 | 0.267783 | 0.388242 | 0.836524 | 0.877301 |
12 | 0.255809 | 0.398119 | 0.830633 | 0.831288 |
13 | 0.245926 | 0.413752 | 0.819588 | 0.797546 |
14 | 0.236472 | 0.416892 | 0.815906 | 0.794479 |
15 | 0.223494 | 0.431361 | 0.830633 | 0.872699 |
16 | 0.207387 | 0.438017 | 0.815169 | 0.808282 |
17 | 0.198799 | 0.445411 | 0.819588 | 0.819018 |
18 | 0.182488 | 0.460939 | 0.821060 | 0.837423 |
19 | 0.168675 | 0.513154 | 0.817378 | 0.900307 |
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