Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 88411.27286028862
Emissions (Co2eq in kg) 0.0534989873635195
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.0437414698632246
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.092094019054621
Consumed energy (kWh) 1.1358354889178468
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) 0.1701917002560556
Emissions (Co2eq in kg) 0.034627748536946376

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_8_5e6_base_x2
sequence_length 400
num_epoch 6
learning_rate 5e-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 0.739716 0.251687
1 0.304822 0.225629 0.907086
2 0.185989 0.204773 0.927514
3 0.132021 0.243115 0.901930
4 0.085562 0.268958 0.929214
5 0.049012 0.308518 0.919549
6 0.027198 0.393153 0.891207
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Model size
18.8M params
Tensor type
F32
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