Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 83789.20745301247
Emissions (Co2eq in kg) 0.0507020949464295
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 0.9891753853746592
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0872793596717218
Consumed energy (kWh) 1.0764547450463795
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) 0.16129422434704901
Emissions (Co2eq in kg) 0.03281743958576322

Note

19 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_16_9e6_base_x2
sequence_length 400
num_epoch 6
learning_rate 9e-06
batch_size 16
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 0.703144 0.447810
1 0.306424 0.210927 0.940563
2 0.182010 0.230118 0.918167
3 0.127164 0.221331 0.930087
4 0.075229 0.264142 0.924670
5 0.039779 0.339640 0.925449
6 0.026669 0.361446 0.900906
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Model size
18.8M params
Tensor type
F32
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