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Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 108213.233189106
Emissions (Co2eq in kg) 0.0654814609998692
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.2775142445153629
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.1127208035700024
Consumed energy (kWh) 1.390235048085376
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) 0.20831047388902907
Emissions (Co2eq in kg) 0.04238351633239985

Note

14 juin 2024

My Config

Config Value
checkpoint damgomz/ThunBERT_bs16_lr5_MLM
model_name ft_2_5e6_x1
sequence_length 400
num_epoch 6
learning_rate 5e-06
batch_size 2
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 0.710344 0.334280
1 0.248380 0.201138 0.941758
2 0.148376 0.208410 0.926930
3 0.088641 0.225326 0.915173
4 0.037726 0.260057 0.932540
5 0.014479 0.339479 0.932306
6 0.007078 0.350600 0.939196
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Model size
11.7M params
Tensor type
F32
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