Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 158122.01739954948
Emissions (Co2eq in kg) 0.1189560180550848
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 15.0
CPU energy (kWh) 1.8667151043721375
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.6588367534458606
Consumed energy (kWh) 2.525551857817984
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) 0.30438488349413273
Emissions (Co2eq in kg) 0.06193112348149021

Note

5 juillet 2024 !

My Config

Config Value
checkpoint albert-base-v2
model_name fp_bs8_lr2e4_x12
sequence_length 400
num_epoch 6
learning_rate 0.0002
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 82052

Training and Testing steps

Epoch Train Loss Test Loss
0.0 13.951132 12.776849
0.5 7.190272 7.126791
1.0 7.089954 7.082910
1.5 7.059654 7.051424
2.0 7.022353 7.017192
2.5 7.030577 7.017262
3.0 6.996768 6.997710
3.5 6.995896 6.994608
4.0 6.990964 6.986535
4.5 6.985115 6.988411
5.0 6.981623 6.999451
5.5 6.975148 6.980491
6.0 6.971244 6.975427
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Model size
89.2M params
Tensor type
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