Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 91861.70462965964
Emissions (Co2eq in kg) 0.0555869021049791
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.0844757628967334
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0956881848958634
Consumed energy (kWh) 1.1801639477925985
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) 0.1768337814120948
Emissions (Co2eq in kg) 0.0359791676466167

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_8_6e6_base_x8
sequence_length 400
num_epoch 6
learning_rate 6e-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 0.725099 0.437363
1 0.316741 0.228638 0.902282
2 0.206771 0.230763 0.883644
3 0.163469 0.241725 0.918636
4 0.123571 0.241752 0.918391
5 0.086740 0.318661 0.894524
6 0.061221 0.335081 0.892902
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Model size
61.3M params
Tensor type
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