Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 81948.49645328522
Emissions (Co2eq in kg) 0.0495882706839072
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 0.967445109701324
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.085362063902368
Consumed energy (kWh) 1.052807173603686
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) 0.15775085567257402
Emissions (Co2eq in kg) 0.03209649444420338

Note

19 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_32_6e6_base_x4
sequence_length 400
num_epoch 6
learning_rate 6e-06
batch_size 32
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 0.709260 0.345444
1 0.352131 0.265789 0.904976
2 0.216744 0.220877 0.917889
3 0.166817 0.221011 0.913739
4 0.127526 0.226639 0.931894
5 0.084004 0.271546 0.922001
6 0.059928 0.307502 0.899673
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Model size
32.9M params
Tensor type
F32
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