Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 119137.7012438774
Emissions (Co2eq in kg) 0.0896279481670709
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 15.0
CPU energy (kWh) 1.4064846285392896
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.4964038062512893
Consumed energy (kWh) 1.9028884347905757
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) 0.22934007489446398
Emissions (Co2eq in kg) 0.04666226632051865

Note

5 juillet 2024 !

My Config

Config Value
checkpoint albert-base-v2
model_name fp_bs16_lr2e4_x12
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 41642

Training and Testing steps

Epoch Train Loss Test Loss
0.0 13.230221 11.627857
0.5 7.092510 7.034938
1.0 7.179663 7.047425
1.5 7.029787 7.027430
2.0 7.020603 7.022997
2.5 7.005473 7.011000
3.0 7.005945 7.002463
3.5 6.988702 6.993661
4.0 6.983983 6.988350
4.5 6.971855 6.977217
5.0 6.966850 6.973620
5.5 6.958171 6.965670
6.0 6.953304 6.962006
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Model size
89.2M params
Tensor type
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