Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 100412.55042552948
Emissions (Co2eq in kg) 0.0607611513308158
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.1854230220200312
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.1045952648701769
Consumed energy (kWh) 1.2900182868902104
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) 0.19329415956914422
Emissions (Co2eq in kg) 0.039328248916665705

Note

19 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_2_11e6_base_x4
sequence_length 400
num_epoch 6
learning_rate 1.1e-05
batch_size 2
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 0.708518 0.496464
1 0.301847 0.253796 0.920435
2 0.209564 0.254489 0.926254
3 0.158375 0.246687 0.917896
4 0.112063 0.266847 0.928600
5 0.074170 0.324213 0.918255
6 0.049427 0.360989 0.918032
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Model size
32.9M params
Tensor type
F32
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