Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 89080.988925457
Emissions (Co2eq in kg) 0.0539042443112336
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.0516478954949318
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0927915922279156
Consumed energy (kWh) 1.1444394877228443
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) 0.1714809036815047
Emissions (Co2eq in kg) 0.034890053995803985

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_4_8e6_base_x1
sequence_length 400
num_epoch 6
learning_rate 8e-06
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 0.719353 0.367217
1 0.298122 0.228536 0.910222
2 0.187420 0.218056 0.919037
3 0.152479 0.208188 0.932135
4 0.100166 0.269041 0.926947
5 0.064498 0.283783 0.912036
6 0.039987 0.333836 0.900899
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Model size
11.7M params
Tensor type
F32
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