Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 93264.54954981804
Emissions (Co2eq in kg) 0.0564357814074074
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.1010370052761516
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0971494749983148
Consumed energy (kWh) 1.1981864802744633
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) 0.17953425788339974
Emissions (Co2eq in kg) 0.0365286152403454

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_4_6e6_base_x8
sequence_length 400
num_epoch 6
learning_rate 6e-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 0.707616 0.600934
1 0.300653 0.234239 0.923327
2 0.201648 0.219349 0.912682
3 0.156999 0.242996 0.903843
4 0.113027 0.266872 0.913213
5 0.077025 0.328098 0.924344
6 0.052127 0.332012 0.924386
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Model size
61.3M params
Tensor type
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