Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 59875.46879220009
Emissions (Co2eq in kg) 0.0362315861485028
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 0.7068619757763203
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0623698058950406
Consumed energy (kWh) 0.7692317816713627
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) 0.11526027742498517
Emissions (Co2eq in kg) 0.023451225276945032

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_4_1e6_base_x1
sequence_length 400
num_epoch 6
learning_rate 1e-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 0.698176 0.227590
1 0.412191 0.289445 0.874639
2 0.236566 0.226700 0.920013
3 0.184320 0.220906 0.921341
4 0.146862 0.222383 0.899515
5 0.111925 0.227685 0.921476
6 0.081893 0.247456 0.908906
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Model size
11.7M params
Tensor type
F32
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