Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 212598.9931850433
Emissions (Co2eq in kg) 0.1599391237084852
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 15.0
CPU energy (kWh) 2.509843108873393
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.8858199069539721
Consumed energy (kWh) 3.3956630158273753
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) 0.40925306188120836
Emissions (Co2eq in kg) 0.08326793899747528

Note

24 juin 2024 !

My Config

Config Value
checkpoint albert-base-v2
model_name fp_bs4_lr5_x12
sequence_length 400
num_epoch 6
learning_rate 5e-05
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 163386

Training and Testing steps

Epoch Train Loss Test Loss
0.0 10.293608 11.869008
0.5 4.413993 4.046875
1.0 3.831555 3.724502
1.5 3.619556 3.572057
2.0 3.467287 3.452635
2.5 3.354936 3.359789
3.0 3.261705 3.288209
3.5 3.179921 3.204954
4.0 3.096408 3.140049
4.5 3.025514 3.070511
5.0 2.953815 3.022103
5.5 2.896340 2.968994
6.0 2.856469 2.958145
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Model size
89.2M params
Tensor type
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