Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 175488.77711582184
Emissions (Co2eq in kg) 0.1320211446688476
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 15.0
CPU energy (kWh) 2.071739158567124
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.7311980331877829
Consumed energy (kWh) 2.8029371917549017
Country name Switzerland
Cloud provider nan
Cloud region nan
CPU count 6
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) 0.337815895947957
Emissions (Co2eq in kg) 0.06873310437036355

Note

5 juillet 2024 !

My Config

Config Value
checkpoint albert-base-v2
model_name fp_bs2_lr2e4_x4
sequence_length 400
num_epoch 6
learning_rate 0.0002
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 327443

Training and Testing steps

Epoch Train Loss Test Loss
0.0 14.523698 14.133580
0.5 7.335519 7.194132
1.0 7.155112 7.101851
1.5 7.079785 7.064884
2.0 7.042100 7.057306
2.5 7.037806 7.029868
3.0 7.033813 7.033545
3.5 7.033002 7.038060
4.0 7.031338 7.032096
4.5 7.028403 7.034099
5.0 7.021790 7.034919
5.5 7.028379 7.033690
6.0 7.029212 7.032874
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Model size
32.5M params
Tensor type
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