Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 125585.6037580967
Emissions (Co2eq in kg) 0.0759937436388522
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.4826042701961286
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.13081675353696
Consumed energy (kWh) 1.6134210237330886
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) 0.24175228723433614
Emissions (Co2eq in kg) 0.04918769480525454

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_1_9e6_base_x1
sequence_length 400
num_epoch 6
learning_rate 9e-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 0.792551 0.703668
1 0.352590 0.290183 0.928461
2 0.231649 0.243425 0.928700
3 0.173135 0.219407 0.931551
4 0.121098 0.225496 0.931415
5 0.077754 0.280868 0.924336
6 0.047894 0.308636 0.924281
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Model size
11.7M params
Tensor type
F32
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