Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 67267.01394557953
Emissions (Co2eq in kg) 0.0407043058450788
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 0.7941228226302419
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0700691445271172
Consumed energy (kWh) 0.8641919671573616
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) 0.1294890018452406
Emissions (Co2eq in kg) 0.026346247128685312

Note

19 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_32_12e6_base_x2
sequence_length 400
num_epoch 6
learning_rate 1.2e-05
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 29328

Training and Testing steps

Epoch Train Loss Test Loss F-beta Score
0 0.000000 0.700174 0.457632
1 0.310045 0.220452 0.923740
2 0.184045 0.228084 0.903657
3 0.130219 0.243912 0.922642
4 0.077956 0.262247 0.915680
5 0.044828 0.349786 0.904203
6 0.029975 0.360177 0.895238
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Model size
18.8M params
Tensor type
F32
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