Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 122099.51590847968
Emissions (Co2eq in kg) 0.0918561093606675
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 15.0
CPU energy (kWh) 1.4414501619815876
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.5087443001459052
Consumed energy (kWh) 1.9501944621275031
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) 0.2350415681238234
Emissions (Co2eq in kg) 0.047822310397487876

Note

5 juillet 2024 !

My Config

Config Value
checkpoint albert-base-v2
model_name fp_bs16_lr2e4_x8
sequence_length 400
num_epoch 6
learning_rate 0.0002
batch_size 16
weight_decay 0.0
warm_up_prop 0.0
drop_out_prob 0.1
packing_length 100
train_test_split 0.2
num_steps 41146

Training and Testing steps

Epoch Train Loss Test Loss
0.0 15.557327 13.489783
0.5 7.093877 7.033430
1.0 7.019342 6.998546
1.5 6.996153 6.995911
2.0 6.982563 6.992106
2.5 6.977387 6.978536
3.0 6.966431 6.972582
3.5 6.962871 6.968521
4.0 6.959494 6.958178
4.5 6.950029 6.958272
5.0 6.954184 6.960648
5.5 6.946541 6.945583
6.0 6.933509 6.948259
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Model size
60.8M params
Tensor type
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