Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 206405.09597921371
Emissions (Co2eq in kg) 0.1552795083514613
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 15.0
CPU energy (kWh) 2.4367215280046124
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.8600133258511626
Consumed energy (kWh) 3.296734853855786
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) 0.39732980975998633
Emissions (Co2eq in kg) 0.08084199592519203

Note

5 juillet 2024 !

My Config

Config Value
checkpoint albert-base-v2
model_name fp_bs4_lr2e4_x12
sequence_length 400
num_epoch 6
learning_rate 0.0002
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 163416

Training and Testing steps

Epoch Train Loss Test Loss
0.0 14.215517 14.724347
0.5 7.211357 7.103892
1.0 7.045768 7.027463
1.5 7.016150 7.013522
2.0 7.013258 7.009881
2.5 7.007549 7.003439
3.0 6.992898 6.996902
3.5 6.988205 7.005484
4.0 6.984757 6.992128
4.5 6.982324 6.984459
5.0 6.980410 6.986740
5.5 6.980416 6.979095
6.0 6.975194 6.984775
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Model size
89.2M params
Tensor type
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