Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 90399.04629969595
Emissions (Co2eq in kg) 0.0547018672268632
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.067208935010764
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.094164862294247
Consumed energy (kWh) 1.161373797305009
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) 0.1740181641269147
Emissions (Co2eq in kg) 0.03540629313404758

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_1_2e6_base_x1
sequence_length 400
num_epoch 6
learning_rate 2e-06
batch_size 1
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 0.700104 0.604955
1 0.298578 0.219573 0.922777
2 0.177355 0.220012 0.932621
3 0.122140 0.209771 0.921104
4 0.074712 0.221452 0.921078
5 0.040670 0.256633 0.928655
6 0.024131 0.268515 0.926947
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Model size
11.7M params
Tensor type
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