Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 69735.2373611927
Emissions (Co2eq in kg) 0.0421978723836656
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 0.8232615908458861
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.072640245286375
Consumed energy (kWh) 0.895901836132261
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) 0.13424033192029594
Emissions (Co2eq in kg) 0.027312967966467143

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_8_9e6_base_x12
sequence_length 400
num_epoch 6
learning_rate 9e-06
batch_size 8
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 0.706707 0.511823
1 0.332728 0.245959 0.915522
2 0.220248 0.233068 0.906490
3 0.180942 0.216225 0.931946
4 0.147571 0.226364 0.917029
5 0.114111 0.265314 0.902736
6 0.088464 0.285547 0.900343
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Model size
89.7M params
Tensor type
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