Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 345782.2079179287
Emissions (Co2eq in kg) 0.2601333127477184
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 15.0
CPU energy (kWh) 4.082140370839499
GPU energy (kWh) [No GPU]
RAM energy (kWh) 1.4407426411499535
Consumed energy (kWh) 5.522883011989522
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) 0.6656307502420127
Emissions (Co2eq in kg) 0.1354313647678554

Note

5 juillet 2024 !

My Config

Config Value
checkpoint albert-base-v2
model_name fp_bs2_lr2e4_x12
sequence_length 400
num_epoch 6
learning_rate 0.0002
batch_size 2
weight_decay 0.0
warm_up_prop 0.0
drop_out_prob 0.1
packing_length 100
train_test_split 0.2
num_steps 326753

Training and Testing steps

Epoch Train Loss Test Loss
0.0 15.026704 16.526972
0.5 7.210761 7.103231
1.0 7.095258 7.068306
1.5 7.069747 7.063318
2.0 7.057978 7.070958
2.5 7.049691 7.051584
3.0 7.046552 7.056703
3.5 7.041389 7.046051
4.0 7.049458 7.080088
4.5 7.039344 7.047033
5.0 7.035944 7.035993
5.5 7.037690 7.034118
6.0 7.028975 7.026957
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Model size
89.2M params
Tensor type
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