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Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 134887.8342678547
Emissions (Co2eq in kg) 0.0816226639825111
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.5924219527438312
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.140506519741068
Consumed energy (kWh) 1.732928472484898
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) 0.25965908096562024
Emissions (Co2eq in kg) 0.05283106842157642

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_1_3e6_base_x2
sequence_length 400
num_epoch 6
learning_rate 3e-06
batch_size 1
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 0.703567 0.534635
1 0.281652 0.218605 0.935946
2 0.171404 0.208878 0.923085
3 0.106783 0.228062 0.920398
4 0.047252 0.302797 0.913588
5 0.015686 0.390900 0.911855
6 0.004947 0.405483 0.922847
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Tensor type
F32
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