Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 255130.7426235676
Emissions (Co2eq in kg) 0.1919361075063515
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 15.0
CPU energy (kWh) 3.0119541605811886
GPU energy (kWh) [No GPU]
RAM energy (kWh) 1.063035914074385
Consumed energy (kWh) 4.0749900746555605
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) 0.4911266795503676
Emissions (Co2eq in kg) 0.09992620752756395

Note

5 juillet 2024 !

My Config

Config Value
checkpoint albert-base-v2
model_name fp_bs1_lr2e4_x2
sequence_length 400
num_epoch 6
learning_rate 0.0002
batch_size 1
weight_decay 0.0
warm_up_prop 0.0
drop_out_prob 0.1
packing_length 100
train_test_split 0.2
num_steps 656619

Training and Testing steps

Epoch Train Loss Test Loss
0.0 14.676675 13.967818
0.5 7.422915 7.277430
1.0 7.166884 7.130123
1.5 7.137135 7.133747
2.0 7.129639 7.187892
2.5 7.129129 7.124167
3.0 7.130652 7.149862
3.5 7.138044 7.140807
4.0 7.141969 7.153437
4.5 7.144190 7.153680
5.0 7.153341 7.159110
5.5 7.162179 7.165333
6.0 7.151654 7.150853
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Model size
18.3M params
Tensor type
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