Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 77501.11477684975
Emissions (Co2eq in kg) 0.0468971171156898
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 0.9149418075708864
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0807295606737338
Consumed energy (kWh) 0.9956713682446208
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) 0.14918964594543577
Emissions (Co2eq in kg) 0.030354603287599483

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_8_4e6_base_x2
sequence_length 400
num_epoch 6
learning_rate 4e-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 0.712805 0.454676
1 0.314139 0.225817 0.900470
2 0.187321 0.229224 0.930860
3 0.135079 0.235779 0.926265
4 0.085142 0.249018 0.923784
5 0.046076 0.328249 0.902957
6 0.026745 0.361188 0.908276
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Model size
18.8M params
Tensor type
F32
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