Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 101774.3496735096
Emissions (Co2eq in kg) 0.0615851988395547
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.2014998470384195
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.106013769223541
Consumed energy (kWh) 1.3075136162619632
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) 0.19591562312150598
Emissions (Co2eq in kg) 0.039861620288791255

Note

19 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_4_17e6_base_x12
sequence_length 400
num_epoch 6
learning_rate 1.7e-05
batch_size 4
weight_decay 0.0
warm_up_prop 0.0
drop_out_prob 0.1
packing_length 100
train_test_split 0.2
num_steps 29328

Training and Testing steps

Epoch Train Loss Test Loss F-beta Score
0 0.000000 0.813845 0.216604
1 0.334234 0.257091 0.928012
2 0.237256 0.267842 0.904168
3 0.198204 0.244514 0.915745
4 0.165284 0.281012 0.909034
5 0.133532 0.282039 0.926299
6 0.120448 0.313535 0.903785
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Tensor type
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