Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 89317.50667762756
Emissions (Co2eq in kg) 0.0540473556154179
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.054439920687508
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0930379590903719
Consumed energy (kWh) 1.1474778797778813
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) 0.17193620035443305
Emissions (Co2eq in kg) 0.03498269011540413

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_8_5e6_base_x1
sequence_length 400
num_epoch 6
learning_rate 5e-06
batch_size 8
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 0.681957 0.568187
1 0.329571 0.235650 0.923454
2 0.189279 0.217818 0.910218
3 0.134531 0.229239 0.921664
4 0.089344 0.239819 0.923530
5 0.055428 0.291486 0.913669
6 0.034555 0.336142 0.910054
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Model size
11.7M params
Tensor type
F32
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