Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 99005.4021062851
Emissions (Co2eq in kg) 0.0599096713312025
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.1688110137060266
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.1031295253738762
Consumed energy (kWh) 1.271940539079903
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) 0.1905853990545988
Emissions (Co2eq in kg) 0.03877711582496166

Note

19 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_4_19e6_base_x12
sequence_length 400
num_epoch 6
learning_rate 1.9e-05
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 29328

Training and Testing steps

Epoch Train Loss Test Loss F-beta Score
0 0.000000 0.706388 0.714243
1 0.346169 0.257698 0.928974
2 0.245949 0.261416 0.919810
3 0.210356 0.265584 0.904493
4 0.170139 0.267956 0.902931
5 0.138690 0.263909 0.923779
6 0.127358 0.309095 0.907099
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89.7M params
Tensor type
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