Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 67111.1572368145
Emissions (Co2eq in kg) 0.0406099937601366
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 0.7922828469347613
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0699067830123009
Consumed energy (kWh) 0.8621896299470633
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) 0.1291889776808679
Emissions (Co2eq in kg) 0.026285203251085677

Note

19 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_32_4e6_base_x1
sequence_length 400
num_epoch 6
learning_rate 4e-06
batch_size 32
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 0.734676 0.279331
1 0.410059 0.268231 0.899700
2 0.230817 0.222677 0.908848
3 0.165796 0.223237 0.911309
4 0.119962 0.234589 0.913667
5 0.084190 0.260907 0.905875
6 0.056812 0.293063 0.922714
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Model size
11.7M params
Tensor type
F32
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