Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 90207.723072052
Emissions (Co2eq in kg) 0.054586058177996
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.0649497624455218
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0939652962155641
Consumed energy (kWh) 1.158915058661092
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) 0.1736498669137001
Emissions (Co2eq in kg) 0.03533135820322037

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_4_6e6_base_x4
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 0.714896 0.531263
1 0.292167 0.236294 0.928509
2 0.185937 0.217502 0.928056
3 0.135182 0.233169 0.931690
4 0.089336 0.274645 0.909099
5 0.058477 0.311530 0.913879
6 0.036326 0.355238 0.901049
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Model size
32.9M params
Tensor type
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