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Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 79286.06161999702
Emissions (Co2eq in kg) 0.0479771909428788
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 0.9360136961478334
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0825886890006561
Consumed energy (kWh) 1.018602385148486
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) 0.15262566861849428
Emissions (Co2eq in kg) 0.031053707467832165

Note

19 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_16_17e6_base_x2
sequence_length 400
num_epoch 6
learning_rate 1.7e-05
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 0.728281 0.474583
1 0.296547 0.246440 0.901960
2 0.183344 0.221698 0.934347
3 0.124925 0.243075 0.915442
4 0.083579 0.281614 0.914141
5 0.052343 0.303999 0.928903
6 0.043086 0.326129 0.900615
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Safetensors
Model size
18.8M params
Tensor type
F32
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