Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 89987.38360381126
Emissions (Co2eq in kg) 0.0544527185537804
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.0623484079450338
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0937357209223009
Consumed energy (kWh) 1.1560841288673376
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) 0.17322571343733667
Emissions (Co2eq in kg) 0.03524505857815941

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_4_8e6_base_x2
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 0.752286 0.345176
1 0.281185 0.238825 0.908561
2 0.179349 0.212538 0.930496
3 0.126392 0.224178 0.924084
4 0.076895 0.255073 0.917201
5 0.043689 0.314080 0.924172
6 0.029606 0.329112 0.927512
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Model size
18.8M params
Tensor type
F32
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