Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 94149.73811674118
Emissions (Co2eq in kg) 0.0569714241005606
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.111487182191011
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0980715129653611
Consumed energy (kWh) 1.20955869515638
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) 0.18123824587472678
Emissions (Co2eq in kg) 0.03687531409572362

Note

19 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_4_17e6_base_x2
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 0.722738 0.596721
1 0.305104 0.255642 0.915058
2 0.206227 0.259950 0.914201
3 0.158623 0.238644 0.920094
4 0.120879 0.279697 0.920802
5 0.090135 0.284031 0.908883
6 0.067080 0.295654 0.925822
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Model size
18.8M params
Tensor type
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