Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 85895.85828709602
Emissions (Co2eq in kg) 0.0519768835069344
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.0140459117627785
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0894738331881662
Consumed energy (kWh) 1.103519744950945
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) 0.16534952720265983
Emissions (Co2eq in kg) 0.03364254449577927

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_8_9e6_base_x2
sequence_length 400
num_epoch 6
learning_rate 9e-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 0.689599 0.520723
1 0.286787 0.226179 0.915751
2 0.184841 0.226165 0.930763
3 0.124631 0.249761 0.912154
4 0.073815 0.329510 0.927886
5 0.048478 0.359308 0.895676
6 0.026657 0.371912 0.912737
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Model size
18.8M params
Tensor type
F32
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