Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 88844.47480130196
Emissions (Co2eq in kg) 0.0537611288479738
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.0488557440843842
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0925452632822095
Consumed energy (kWh) 1.141401007366591
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) 0.17102561399250626
Emissions (Co2eq in kg) 0.0347974192971766

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_8_7e6_base_x8
sequence_length 400
num_epoch 6
learning_rate 7e-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 0.723066 0.576095
1 0.312782 0.228889 0.911736
2 0.204403 0.229011 0.925951
3 0.159467 0.234769 0.906162
4 0.117786 0.281710 0.904677
5 0.082536 0.307864 0.900601
6 0.056347 0.357035 0.899234
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Model size
61.3M params
Tensor type
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