Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 87232.47545099258
Emissions (Co2eq in kg) 0.0527857074182897
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.0298255866602106
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0908662758966289
Consumed energy (kWh) 1.12069186255684
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) 0.1679225152431607
Emissions (Co2eq in kg) 0.0341660528849721

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_4_8e6_base_x12
sequence_length 400
num_epoch 6
learning_rate 8e-06
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 29328

Training and Testing steps

Epoch Train Loss Test Loss F-beta Score
0 0.000000 0.725984 0.280940
1 0.319651 0.235063 0.924711
2 0.217198 0.254278 0.907637
3 0.178010 0.221306 0.909613
4 0.140471 0.224697 0.907844
5 0.109601 0.252830 0.921478
6 0.084322 0.340441 0.891649
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Model size
89.7M params
Tensor type
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