Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 109128.0787191391
Emissions (Co2eq in kg) 0.066035036590899
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.288314272933039
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.1136737228823199
Consumed energy (kWh) 1.401987995815355
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) 0.21007155153434273
Emissions (Co2eq in kg) 0.04274183083166281

Note

19 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_2_10e6_base_x2
sequence_length 400
num_epoch 6
learning_rate 1e-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 0.747017 0.474479
1 0.289798 0.246772 0.883205
2 0.196576 0.223664 0.916465
3 0.144822 0.234542 0.915672
4 0.098426 0.311422 0.911122
5 0.065983 0.312744 0.923094
6 0.041055 0.353675 0.920285
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Model size
18.8M params
Tensor type
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