Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 108246.31299090384
Emissions (Co2eq in kg) 0.0655014498248466
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.277904257360769
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.1127551729028428
Consumed energy (kWh) 1.3906594302636166
Country name Switzerland
Cloud provider nan
Cloud region nan
CPU count 2
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) 0.2083741525074899
Emissions (Co2eq in kg) 0.042396472588104

Note

19 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_2_19e6_base_x1
sequence_length 400
num_epoch 6
learning_rate 1.9e-05
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 29328

Training and Testing steps

Epoch Train Loss Test Loss F-beta Score
0 0.000000 0.759407 0.475010
1 0.396672 0.350123 0.899635
2 0.401261 0.438098 0.710429
3 0.395787 0.432214 0.884955
4 0.342024 0.375928 0.892931
5 0.261320 0.359356 0.725652
6 0.229167 0.380364 0.912437
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Model size
11.7M params
Tensor type
F32
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