Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 78118.25450539589
Emissions (Co2eq in kg) 0.0472705627695752
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 0.9222275134596551
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0813724689096212
Consumed energy (kWh) 1.0035999823692756
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) 0.15037763992288708
Emissions (Co2eq in kg) 0.03059631634794672

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_8_2e6_base_x12
sequence_length 400
num_epoch 6
learning_rate 2e-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 0.699587 0.318640
1 0.382899 0.295552 0.874998
2 0.279575 0.263468 0.881194
3 0.240964 0.254301 0.925406
4 0.209661 0.238288 0.913971
5 0.186539 0.236290 0.926448
6 0.168374 0.232681 0.918005
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Model size
89.7M params
Tensor type
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