Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 115146.8324520588
Emissions (Co2eq in kg) 0.0696770896868114
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.359368985365326
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.1199433368106685
Consumed energy (kWh) 1.479312322175992
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) 0.2216576524702132
Emissions (Co2eq in kg) 0.04509917604372304

Note

19 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_2_14e6_base_x8
sequence_length 400
num_epoch 6
learning_rate 1.4e-05
batch_size 2
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 0.726376 0.405329
1 0.319630 0.291530 0.878302
2 0.230526 0.247908 0.919159
3 0.183887 0.253975 0.919240
4 0.149365 0.258969 0.906705
5 0.103834 0.283343 0.919386
6 0.076119 0.328027 0.917583
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Model size
61.3M params
Tensor type
F32
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