Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 74970.83817076683
Emissions (Co2eq in kg) 0.045365990306223
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 0.8850702592906049
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0780937989294527
Consumed energy (kWh) 0.9631640582200596
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) 0.14431886347872613
Emissions (Co2eq in kg) 0.02936357828355034

Note

19 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_32_1e6_base_x8
sequence_length 400
num_epoch 6
learning_rate 1e-06
batch_size 32
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 0.711801 0.354713
1 0.481434 0.374283 0.856773
2 0.339181 0.313185 0.880424
3 0.284833 0.277178 0.896011
4 0.249096 0.256434 0.907318
5 0.222722 0.240729 0.905654
6 0.204609 0.235683 0.917852
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Model size
61.3M params
Tensor type
F32
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