Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 82677.5419743061
Emissions (Co2eq in kg) 0.0500294240568728
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 0.9760518679761244
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0861214204226929
Consumed energy (kWh) 1.062173288398821
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) 0.15915426830053925
Emissions (Co2eq in kg) 0.032382037273269895

Note

19 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_16_7e6_base_x1
sequence_length 400
num_epoch 6
learning_rate 7e-06
batch_size 16
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 0.765878 0.382433
1 0.324143 0.264120 0.914225
2 0.193239 0.217483 0.922317
3 0.142165 0.217319 0.923729
4 0.096704 0.250655 0.916660
5 0.063507 0.289704 0.904788
6 0.042559 0.272957 0.921603
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Model size
11.7M params
Tensor type
F32
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