Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 79405.17804169655
Emissions (Co2eq in kg) 0.0480492962336105
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 0.9374202616842257
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0827129888541997
Consumed energy (kWh) 1.0201332505384288
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) 0.15285496773026586
Emissions (Co2eq in kg) 0.03110036139966448

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_4_2e6_base_x8
sequence_length 400
num_epoch 6
learning_rate 2e-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 0.702117 0.663034
1 0.331973 0.244249 0.898584
2 0.223249 0.223242 0.918133
3 0.184843 0.232973 0.928248
4 0.155380 0.219514 0.919329
5 0.124815 0.238565 0.930268
6 0.095063 0.268603 0.906351
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Model size
61.3M params
Tensor type
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