Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 71182.4261302948
Emissions (Co2eq in kg) 0.0430735854617516
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 0.8403463708241773
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0741477049226563
Consumed energy (kWh) 0.9144940757468352
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) 0.13702617030081748
Emissions (Co2eq in kg) 0.027879783567698796

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_4_2e6_base_x1
sequence_length 400
num_epoch 6
learning_rate 2e-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 0.714425 0.475951
1 0.343532 0.251260 0.929822
2 0.199649 0.212547 0.935871
3 0.148097 0.223607 0.913899
4 0.102374 0.245660 0.909533
5 0.068214 0.264196 0.927749
6 0.040120 0.295314 0.913086
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Model size
11.7M params
Tensor type
F32
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