Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 94321.47183847427
Emissions (Co2eq in kg) 0.0570753601169929
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.1135148497973868
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0982505079867937
Consumed energy (kWh) 1.2117653577841851
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) 0.18156883328906298
Emissions (Co2eq in kg) 0.03694257647006909

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_4_3e6_base_x8
sequence_length 400
num_epoch 6
learning_rate 3e-06
batch_size 4
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 0.725988 0.321923
1 0.318878 0.228998 0.911734
2 0.213112 0.215922 0.913797
3 0.174226 0.225382 0.889378
4 0.137578 0.226367 0.920818
5 0.100895 0.249891 0.929838
6 0.070572 0.299049 0.908844
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Model size
61.3M params
Tensor type
F32
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