Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 331722.0154275894
Emissions (Co2eq in kg) 0.2495560336854403
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 15.0
CPU energy (kWh) 3.916154957331556
GPU energy (kWh) [No GPU]
RAM energy (kWh) 1.3821621417840346
Consumed energy (kWh) 5.2983170991155255
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) 0.6385648796981096
Emissions (Co2eq in kg) 0.12992445604247252

Note

5 juillet 2024 !

My Config

Config Value
checkpoint albert-base-v2
model_name fp_bs2_lr2e4_x8
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 328884

Training and Testing steps

Epoch Train Loss Test Loss
0.0 13.124171 12.144918
0.5 7.307752 7.241792
1.0 7.196355 7.173180
1.5 7.130703 7.091862
2.0 7.059691 7.050333
2.5 7.048469 7.029159
3.0 7.023650 7.016360
3.5 7.006692 7.013203
4.0 7.012799 7.009905
4.5 7.001973 7.012094
5.0 7.004630 7.015993
5.5 7.005912 7.011483
6.0 7.009134 7.006782
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Model size
60.8M params
Tensor type
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