Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 138292.06049513817
Emissions (Co2eq in kg) 0.0836826161909662
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.6326106730707834
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.1440525865408285
Consumed energy (kWh) 1.776663259611605
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) 0.26621221645314097
Emissions (Co2eq in kg) 0.054164390360595775

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_1_8e6_base_x4
sequence_length 400
num_epoch 6
learning_rate 8e-06
batch_size 1
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 0.711844 0.205661
1 0.296098 0.253507 0.902165
2 0.203505 0.231219 0.929045
3 0.146287 0.234253 0.910991
4 0.091656 0.270332 0.920584
5 0.048820 0.333969 0.927965
6 0.028088 0.391125 0.915510
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Model size
32.9M params
Tensor type
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