Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 68032.67645573616
Emissions (Co2eq in kg) 0.0411676188243899
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 0.8031618302038982
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0708667217247187
Consumed energy (kWh) 0.8740285519286201
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) 0.13096290217729212
Emissions (Co2eq in kg) 0.026646131611829993

Note

19 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_32_12e6_base_x4
sequence_length 400
num_epoch 6
learning_rate 1.2e-05
batch_size 32
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 0.711194 0.490326
1 0.326585 0.260003 0.875910
2 0.199336 0.218389 0.917410
3 0.147479 0.232200 0.922176
4 0.104865 0.278120 0.909022
5 0.062551 0.300760 0.921123
6 0.045031 0.370350 0.917923
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Model size
32.9M params
Tensor type
F32
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