Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 74115.86743354797
Emissions (Co2eq in kg) 0.0448486418826797
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 0.8749770166450078
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0772032318142553
Consumed energy (kWh) 0.952180248459263
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) 0.14267304480957985
Emissions (Co2eq in kg) 0.029028714744806287

Note

19 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_32_4e6_base_x12
sequence_length 400
num_epoch 6
learning_rate 4e-06
batch_size 32
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 0.727735 0.456730
1 0.396399 0.319076 0.889635
2 0.285400 0.280777 0.903426
3 0.246437 0.259405 0.917629
4 0.216868 0.237590 0.903710
5 0.189485 0.238768 0.925519
6 0.174331 0.239025 0.904234
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Safetensors
Model size
89.7M params
Tensor type
F32
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