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Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 47095.21701455116
Emissions (Co2eq in kg) 0.0284980561310555
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 0.5559842806259786
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0490571437823275
Consumed energy (kWh) 0.6050414244083056
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) 0.090658292753011
Emissions (Co2eq in kg) 0.018445626664032537

Note

19 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_16_15e6_base_x1
sequence_length 400
num_epoch 6
learning_rate 1.5e-05
batch_size 16
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 0.725734 0.502738
1 0.297658 0.213796 0.922230
2 0.187423 0.217399 0.929055
3 0.146093 0.217518 0.934125
4 0.100691 0.231138 0.926238
5 0.072429 0.276284 0.910726
6 0.054226 0.323640 0.931292
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Tensor type
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