Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 87008.61030650139
Emissions (Co2eq in kg) 0.0526502246684806
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.0271825027538677
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0906329293703039
Consumed energy (kWh) 1.117815432124173
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) 0.16749157484001517
Emissions (Co2eq in kg) 0.03407837237004637

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_8_9e6_base_x4
sequence_length 400
num_epoch 6
learning_rate 9e-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 0.717553 0.502916
1 0.298353 0.226113 0.920808
2 0.191577 0.246466 0.899378
3 0.138589 0.242893 0.914057
4 0.091670 0.288323 0.922078
5 0.058252 0.353181 0.916687
6 0.040308 0.399411 0.919762
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Model size
32.9M params
Tensor type
F32
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