Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 181626.6279745102
Emissions (Co2eq in kg) 0.1366383900568538
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 15.0
CPU energy (kWh) 2.144197197412291
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.7567686006993072
Consumed energy (kWh) 2.900965798111587
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) 0.3496312588509321
Emissions (Co2eq in kg) 0.07113709595668316

Note

5 juillet 2024 !

My Config

Config Value
checkpoint albert-base-v2
model_name fp_bs32_lr1e4_x4
sequence_length 400
num_epoch 6
learning_rate 0.0001
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 20425

Training and Testing steps

Epoch Train Loss Test Loss
0.0 15.903862 14.585435
0.5 3.925728 3.464008
1.0 3.314031 3.223392
1.5 3.138308 3.091480
2.0 3.007483 2.998212
2.5 2.902423 2.911159
3.0 2.816454 2.833007
3.5 2.738745 2.772647
4.0 2.684456 2.719900
4.5 2.623051 2.666158
5.0 2.575091 2.624955
5.5 2.539473 2.594818
6.0 2.503267 2.567663
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Model size
32.5M params
Tensor type
F32
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