Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 113670.37732672691
Emissions (Co2eq in kg) 0.0687836767063817
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.3419389314817056
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.1184053649532293
Consumed energy (kWh) 1.4603442964349318
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) 0.2188154763539493
Emissions (Co2eq in kg) 0.044520897786301375

Note

19 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_2_18e6_base_x4
sequence_length 400
num_epoch 6
learning_rate 1.8e-05
batch_size 2
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 0.718642 0.303374
1 0.403867 0.359116 0.734316
2 0.342729 0.356861 0.724848
3 0.321212 0.361382 0.904577
4 0.308924 0.380484 0.871151
5 0.283730 0.370478 0.886065
6 0.260667 0.368334 0.906538
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Model size
32.9M params
Tensor type
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