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Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 75576.03192782402
Emissions (Co2eq in kg) 0.0457322172624719
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 0.8922151447104096
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0787242676687737
Consumed energy (kWh) 0.9709394123791834
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) 0.14548386146106124
Emissions (Co2eq in kg) 0.029600612505064405

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_8_2e6_base_x4
sequence_length 400
num_epoch 6
learning_rate 2e-06
batch_size 8
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 0.745325 0.335876
1 0.355815 0.256684 0.905312
2 0.224772 0.226835 0.921716
3 0.185306 0.223102 0.918413
4 0.151347 0.234494 0.923235
5 0.119629 0.247906 0.919491
6 0.089336 0.264783 0.907933
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