Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 89592.75826263428
Emissions (Co2eq in kg) 0.0542139306215308
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.0576896930745885
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0933247359509266
Consumed energy (kWh) 1.1510144290255158
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) 0.17246605965557096
Emissions (Co2eq in kg) 0.03509049698619843

Note

19 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_8_10e6_base_x8
sequence_length 400
num_epoch 6
learning_rate 1e-05
batch_size 8
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 0.705863 0.498584
1 0.310793 0.247906 0.891662
2 0.201821 0.224955 0.933801
3 0.155251 0.237895 0.928766
4 0.116634 0.260409 0.925364
5 0.076090 0.295679 0.931498
6 0.054589 0.358216 0.911802
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Model size
61.3M params
Tensor type
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