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Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 95765.25996232031
Emissions (Co2eq in kg) 0.0579489915811349
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.1305591062703113
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0997542964416246
Consumed energy (kWh) 1.230313402711937
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) 0.1843481254274666
Emissions (Co2eq in kg) 0.03750806015190879

Note

19 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_4_19e6_base_x2
sequence_length 400
num_epoch 6
learning_rate 1.9e-05
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 0.700497 0.314221
1 0.307980 0.291260 0.879438
2 0.224821 0.258535 0.905225
3 0.180764 0.287270 0.911884
4 0.144936 0.258727 0.911941
5 0.108450 0.273115 0.916975
6 0.076185 0.353886 0.904280
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Model size
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Tensor type
F32
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