Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 107833.3588411808
Emissions (Co2eq in kg) 0.0652515753971609
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.2730293199313991
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.1123250334190821
Consumed energy (kWh) 1.3853543533504793
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) 0.20757921576927302
Emissions (Co2eq in kg) 0.04223473221279581

Note

19 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_2_18e6_base_x1
sequence_length 400
num_epoch 6
learning_rate 1.8e-05
batch_size 2
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 0.721919 0.396204
1 0.340068 0.299165 0.859171
2 0.272518 0.299582 0.818716
3 0.202428 0.251506 0.910809
4 0.161004 0.234761 0.933135
5 0.119219 0.284821 0.919910
6 0.085812 0.294585 0.932380
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Model size
11.7M params
Tensor type
F32
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