Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 194303.9660050869
Emissions (Co2eq in kg) 0.1461757517129581
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 15.0
CPU energy (kWh) 2.293861236172571
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.8095920177489497
Consumed energy (kWh) 3.1034532539215345
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) 0.37403513455979226
Emissions (Co2eq in kg) 0.07610238668532569

Note

5 juillet 2024 !

My Config

Config Value
checkpoint albert-base-v2
model_name fp_bs4_lr2e4_x4
sequence_length 400
num_epoch 6
learning_rate 0.0002
batch_size 4
weight_decay 0.0
warm_up_prop 0.0
drop_out_prob 0.1
packing_length 100
train_test_split 0.2
num_steps 165228

Training and Testing steps

Epoch Train Loss Test Loss
0.0 14.615252 8.929798
0.5 7.183832 7.124656
1.0 7.048965 7.024166
1.5 7.011350 7.016570
2.0 7.003679 7.006157
2.5 6.997983 7.014537
3.0 6.991793 7.001341
3.5 6.991715 6.998451
4.0 6.989365 6.990131
4.5 6.984105 6.998179
5.0 6.982990 6.989589
5.5 6.979184 6.982454
6.0 6.976470 6.992018
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Model size
32.5M params
Tensor type
F32
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