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Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 84122.022108078
Emissions (Co2eq in kg) 0.0509034944062452
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 0.9931045823673416
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0876260689191518
Consumed energy (kWh) 1.0807306512864956
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) 0.16193489255805013
Emissions (Co2eq in kg) 0.03294779199233055

Note

19 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_16_6e6_base_x8
sequence_length 400
num_epoch 6
learning_rate 6e-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 0.723117 0.820583
1 0.335745 0.249208 0.897324
2 0.213502 0.220193 0.911722
3 0.174200 0.227011 0.924670
4 0.140904 0.252935 0.926613
5 0.102758 0.269159 0.902466
6 0.069164 0.305057 0.920330
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Tensor type
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