Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 193774.03107452393
Emissions (Co2eq in kg) 0.1457770353129079
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 15.0
CPU energy (kWh) 2.287604636890362
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.807383480408787
Consumed energy (kWh) 3.094988117299165
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) 0.37301500981845853
Emissions (Co2eq in kg) 0.07589482883752185

Note

5 juillet 2024 !

My Config

Config Value
checkpoint albert-base-v2
model_name fp_bs8_lr1e4_x12
sequence_length 400
num_epoch 6
learning_rate 0.0001
batch_size 8
weight_decay 0.0
warm_up_prop 0.0
drop_out_prob 0.1
packing_length 100
train_test_split 0.2
num_steps 82504

Training and Testing steps

Epoch Train Loss Test Loss
0.0 14.649603 12.209612
0.5 4.477407 4.065550
1.0 3.866738 3.750833
1.5 3.629347 3.564565
2.0 3.463593 3.459268
2.5 3.341390 3.334680
3.0 3.226287 3.253795
3.5 3.123413 3.157251
4.0 3.035034 3.075900
4.5 2.954775 3.017399
5.0 2.881607 2.949030
5.5 2.822169 2.896001
6.0 2.768646 2.867339
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Tensor type
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