Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 92663.5219669342
Emissions (Co2eq in kg) 0.0560720995354375
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.093941718378166
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0965234423495832
Consumed energy (kWh) 1.1904651607277457
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) 0.17837727978634835
Emissions (Co2eq in kg) 0.03629321277038256

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_4_4e6_base_x4
sequence_length 400
num_epoch 6
learning_rate 4e-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 0.713667 0.356422
1 0.301981 0.230651 0.924934
2 0.192425 0.219259 0.911933
3 0.146848 0.213613 0.918652
4 0.099227 0.276288 0.906362
5 0.063110 0.279623 0.917608
6 0.038448 0.349754 0.919360
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Model size
32.9M params
Tensor type
F32
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