Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 177902.95831775665
Emissions (Co2eq in kg) 0.1338371668679234
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 15.0
CPU energy (kWh) 2.100238193338611
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.7412549144069336
Consumed energy (kWh) 2.8414931077455567
Country name Switzerland
Cloud provider nan
Cloud region nan
CPU count 6
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) 0.3424631947616815
Emissions (Co2eq in kg) 0.06967865867445468

Note

5 juillet 2024 !

My Config

Config Value
checkpoint albert-base-v2
model_name fp_bs8_lr1e4_x1
sequence_length 400
num_epoch 6
learning_rate 0.0001
batch_size 8
weight_decay 0.0
warm_up_prop 0.0
drop_out_prob 0.1
packing_length 100
train_test_split 0.2
num_steps 82820

Training and Testing steps

Epoch Train Loss Test Loss
0.0 10.597891 4.233626
0.5 7.036702 7.024708
1.0 7.007983 7.016265
1.5 6.992748 6.995505
2.0 6.987995 6.993249
2.5 6.980353 6.984379
3.0 6.970201 6.977975
3.5 6.969172 6.973708
4.0 6.969255 6.972256
4.5 6.959313 6.950441
5.0 6.932130 6.929126
5.5 6.909282 6.910709
6.0 6.904310 6.907994
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Model size
11.2M params
Tensor type
F32
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