Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 113750.2820739746
Emissions (Co2eq in kg) 0.0688320131767737
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.3428819938361691
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.1184885328357419
Consumed energy (kWh) 1.4613705266719117
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) 0.2189692929924011
Emissions (Co2eq in kg) 0.04455219381230671

Note

19 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_2_17e6_base_x8
sequence_length 400
num_epoch 6
learning_rate 1.7e-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 0.716843 0.406177
1 0.337351 0.281494 0.917810
2 0.270481 0.333223 0.734391
3 0.315400 0.364135 0.879062
4 0.243219 0.278952 0.917531
5 0.182362 0.282796 0.932155
6 0.142416 0.290583 0.919779
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Model size
61.3M params
Tensor type
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