Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 74478.15430164337
Emissions (Co2eq in kg) 0.0450678877155782
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 0.8792543032003776
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0775807473416127
Consumed energy (kWh) 0.95683505054199
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) 0.14337044703066348
Emissions (Co2eq in kg) 0.029170610434810316

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_4_3e6_base_x2
sequence_length 400
num_epoch 6
learning_rate 3e-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 0.730406 0.353553
1 0.300192 0.231589 0.915073
2 0.187606 0.218048 0.909276
3 0.135457 0.238801 0.917566
4 0.086592 0.249409 0.925243
5 0.046745 0.316846 0.927519
6 0.025507 0.359579 0.912147
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Model size
18.8M params
Tensor type
F32
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