Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 105796.31786847116
Emissions (Co2eq in kg) 0.0640189329569464
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.24898093185077
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.1102032246840496
Consumed energy (kWh) 1.3591841565348166
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) 0.203657911896807
Emissions (Co2eq in kg) 0.0414368911651512

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_4_7e6_base_x12
sequence_length 400
num_epoch 6
learning_rate 7e-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 0.702851 0.339250
1 0.322507 0.263593 0.886635
2 0.216424 0.218209 0.914816
3 0.175599 0.232808 0.933804
4 0.141248 0.253403 0.915135
5 0.107522 0.269331 0.905665
6 0.080478 0.283457 0.920153
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Model size
89.7M params
Tensor type
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