Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 92374.97621560095
Emissions (Co2eq in kg) 0.055897481008509
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.0905350619122407
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0962227778047319
Consumed energy (kWh) 1.186757839716971
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) 0.17782182921503184
Emissions (Co2eq in kg) 0.03618019901777704

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_4_6e6_base_x1
sequence_length 400
num_epoch 6
learning_rate 6e-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 0.715007 0.530146
1 0.293794 0.226671 0.931757
2 0.186671 0.222640 0.931864
3 0.135602 0.222683 0.927339
4 0.087364 0.258224 0.887389
5 0.054721 0.281848 0.918561
6 0.032974 0.318674 0.921163
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Model size
11.7M params
Tensor type
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