Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 91233.01479744913
Emissions (Co2eq in kg) 0.0552064660660829
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.0770536257116314
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0950332952896752
Consumed energy (kWh) 1.1720869210013156
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) 0.17562355348508957
Emissions (Co2eq in kg) 0.035732930795667577

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_4_4e6_base_x2
sequence_length 400
num_epoch 6
learning_rate 4e-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 0.713994 0.175258
1 0.299019 0.239030 0.930411
2 0.179531 0.206733 0.928072
3 0.127645 0.227074 0.924063
4 0.074826 0.280404 0.916036
5 0.039337 0.322000 0.921601
6 0.021690 0.370299 0.916001
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Model size
18.8M params
Tensor type
F32
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