Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 82688.2061829567
Emissions (Co2eq in kg) 0.0500358786629751
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 0.9761777481084084
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.086132577850173
Consumed energy (kWh) 1.0623103259585815
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) 0.1591747969021916
Emissions (Co2eq in kg) 0.032386214088324705

Note

19 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_16_1e6_base_x4
sequence_length 400
num_epoch 6
learning_rate 1e-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 0.726193 0.416301
1 0.439460 0.332691 0.886977
2 0.296797 0.284958 0.884963
3 0.244919 0.249424 0.903510
4 0.211713 0.249591 0.889799
5 0.190746 0.231377 0.905322
6 0.171041 0.230192 0.913054
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Model size
32.9M params
Tensor type
F32
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