Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 164563.5366308689
Emissions (Co2eq in kg) 0.1238019285707984
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 15.0
CPU energy (kWh) 1.942759985217951
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.6856752618213522
Consumed energy (kWh) 2.628435247039309
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) 0.31678480801442266
Emissions (Co2eq in kg) 0.06445405184709031

Note

5 juillet 2024 !

My Config

Config Value
checkpoint albert-base-v2
model_name fp_bs16_lr1e4_x2
sequence_length 400
num_epoch 6
learning_rate 0.0001
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 41703

Training and Testing steps

Epoch Train Loss Test Loss
0.0 15.406240 11.529087
0.5 3.512332 3.200824
1.0 3.042935 2.959529
1.5 2.857677 2.806843
2.0 2.741049 2.694244
2.5 2.618990 2.645209
3.0 2.564288 2.593230
3.5 2.503482 2.532771
4.0 2.436866 2.476820
4.5 2.370857 2.421091
5.0 2.321214 2.367870
5.5 2.289294 2.336846
6.0 2.252900 2.315598
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Model size
18.3M params
Tensor type
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