Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 84586.17575192451
Emissions (Co2eq in kg) 0.0511843561077918
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 0.9985841148318512
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0881095033034683
Consumed energy (kWh) 1.0866936181353224
Country name Switzerland
Cloud provider nan
Cloud region nan
CPU count 2
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) 0.1628283883224547
Emissions (Co2eq in kg) 0.0331295855028371

Note

19 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_16_5e6_base_x2
sequence_length 400
num_epoch 6
learning_rate 5e-06
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 29328

Training and Testing steps

Epoch Train Loss Test Loss F-beta Score
0 0.000000 0.812868 0.439786
1 0.327760 0.245161 0.900676
2 0.196351 0.212605 0.913823
3 0.141863 0.230799 0.902856
4 0.093337 0.239905 0.929955
5 0.059127 0.276308 0.917908
6 0.029333 0.324723 0.921491
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Model size
18.8M params
Tensor type
F32
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