Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 141547.67619013786
Emissions (Co2eq in kg) 0.1064870126613408
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 15.0
CPU energy (kWh) 1.6710457384922464
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.5897770181655867
Consumed energy (kWh) 2.260822756657838
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) 0.2724792766660154
Emissions (Co2eq in kg) 0.05543950650780399

Note

5 juillet 2024 !

My Config

Config Value
checkpoint albert-base-v2
model_name fp_bs32_lr2e4_x8
sequence_length 400
num_epoch 6
learning_rate 0.0002
batch_size 32
weight_decay 0.0
warm_up_prop 0.0
drop_out_prob 0.1
packing_length 100
train_test_split 0.2
num_steps 20667

Training and Testing steps

Epoch Train Loss Test Loss
0.0 13.824237 10.851952
0.5 7.123062 7.045868
1.0 7.026351 7.019449
1.5 7.003721 7.007762
2.0 6.995087 6.995718
2.5 6.984074 6.992744
3.0 6.972640 6.986271
3.5 6.966116 6.980224
4.0 6.972557 6.965827
4.5 6.958300 6.964949
5.0 6.952065 6.954975
5.5 6.941814 6.952776
6.0 6.954830 6.945810
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Model size
60.8M params
Tensor type
F32
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