Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 177735.54814982414
Emissions (Co2eq in kg) 0.1337112984336831
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 15.0
CPU energy (kWh) 2.098262737140218
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.7405580614348248
Consumed energy (kWh) 2.8388207985750444
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) 0.34214093018841146
Emissions (Co2eq in kg) 0.06961308969201445

Note

24 juin 2024 !

My Config

Config Value
checkpoint albert-base-v2
model_name fp_bs8_lr5_x4
sequence_length 400
num_epoch 6
learning_rate 5e-05
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 81287

Training and Testing steps

Epoch Train Loss Test Loss
0.0 15.470805 10.927505
0.5 3.806336 3.467919
1.0 3.306795 3.229490
1.5 3.119937 3.106039
2.0 2.988004 2.978410
2.5 2.893831 2.911033
3.0 2.817451 2.824359
3.5 2.749720 2.786094
4.0 2.679766 2.726988
4.5 2.637161 2.677145
5.0 2.585987 2.642253
5.5 2.547930 2.603068
6.0 2.514662 2.587190
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Model size
32.5M params
Tensor type
F32
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