Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 104860.06448483469
Emissions (Co2eq in kg) 0.0634524317167644
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.237928592727256
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.1092281919856866
Consumed energy (kWh) 1.3471567847129462
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) 0.20185562413330674
Emissions (Co2eq in kg) 0.04107019192322692

Note

19 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_1_13e6_base_x2
sequence_length 400
num_epoch 6
learning_rate 1.3e-05
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 0.723915 0.309982
1 0.340977 0.291564 0.920691
2 0.244621 0.262026 0.924940
3 0.194966 0.241931 0.927945
4 0.143137 0.253461 0.918482
5 0.099501 0.307317 0.913578
6 0.063005 0.329634 0.922369
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Model size
18.8M params
Tensor type
F32
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