Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 84811.53732895851
Emissions (Co2eq in kg) 0.0513207653751738
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.0012452193387658
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0883445000976323
Consumed energy (kWh) 1.089589719436399
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) 0.16326220935824512
Emissions (Co2eq in kg) 0.03321785212050875

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_4_8e6_base_x8
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 0.720867 0.161325
1 0.305069 0.245604 0.917862
2 0.201504 0.224697 0.919498
3 0.158968 0.229753 0.921668
4 0.119034 0.257939 0.936870
5 0.078666 0.324743 0.904290
6 0.056498 0.354270 0.902983
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Model size
61.3M params
Tensor type
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