Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 86770.19153761864
Emissions (Co2eq in kg) 0.052505949035216
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.0243677163857583
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0903846038455762
Consumed energy (kWh) 1.114752320231334
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) 0.16703261870991587
Emissions (Co2eq in kg) 0.033984991685567296

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_8_7e6_base_x4
sequence_length 400
num_epoch 6
learning_rate 7e-06
batch_size 8
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 0.722095 0.530800
1 0.298375 0.225261 0.923187
2 0.190118 0.214476 0.900034
3 0.137322 0.242226 0.899867
4 0.090521 0.279331 0.924402
5 0.056256 0.350195 0.910956
6 0.036740 0.357551 0.915039
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Model size
32.9M params
Tensor type
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