Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 104138.3928580284
Emissions (Co2eq in kg) 0.0630157219015792
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.2294086773259771
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.1084763336415095
Consumed energy (kWh) 1.3378850109674785
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) 0.20046640625170464
Emissions (Co2eq in kg) 0.04078753720272779

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_4_5e6_base_x12
sequence_length 400
num_epoch 6
learning_rate 5e-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 0.702736 0.466920
1 0.335171 0.246818 0.909405
2 0.221028 0.252058 0.932354
3 0.186152 0.233723 0.907458
4 0.153166 0.247043 0.916600
5 0.122627 0.245991 0.914621
6 0.094504 0.256753 0.916106
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Model size
89.7M params
Tensor type
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