Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 191630.1979157925
Emissions (Co2eq in kg) 0.1441643688104239
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 15.0
CPU energy (kWh) 2.2622969069926295
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.7984527333637093
Consumed energy (kWh) 3.060749640356339
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) 0.3688881309879005
Emissions (Co2eq in kg) 0.07505516085035205

Note

5 juillet 2024 !

My Config

Config Value
checkpoint albert-base-v2
model_name fp_bs4_lr1e4_x12
sequence_length 400
num_epoch 6
learning_rate 0.0001
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 163772

Training and Testing steps

Epoch Train Loss Test Loss
0.0 13.889054 16.199044
0.5 7.168280 7.085738
1.0 7.055402 7.049964
1.5 7.047908 7.032424
2.0 7.021794 7.020167
2.5 7.006941 7.010982
3.0 7.011899 7.003938
3.5 7.005928 7.005984
4.0 7.001488 6.997019
4.5 6.997147 6.999702
5.0 6.992914 6.996951
5.5 6.991433 6.988420
6.0 6.988373 6.990320
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Model size
89.2M params
Tensor type
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