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Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 180383.6925137043
Emissions (Co2eq in kg) 0.1888047561130275
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 37.5
CPU energy (kWh) 2.1295260795647915
GPU energy (kWh) [No GPU]
RAM energy (kWh) 1.878982362146172
Consumed energy (kWh) 4.008508441710953
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) 0.34723860808888074
Emissions (Co2eq in kg) 0.07065027956786751

Note

15 May 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ThunBERT_bs32_lr6
sequence_length 400
num_epoch 6
learning_rate 5e-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 20427

Training and Testing steps

Epoch Train Loss Test Loss
0.0 6.533427 5.411902
0.5 3.138879 3.017244
1.0 2.992936 2.933242
1.5 2.941352 2.887388
2.0 2.903994 2.857268
2.5 2.873236 2.842794
3.0 2.853003 2.823149
3.5 2.836404 2.804283
4.0 2.823654 2.797022
4.5 2.808353 2.784016
5.0 2.792922 2.781907
5.5 2.785201 2.784908
6.0 2.782254 2.771417
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