Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 82883.53800868988
Emissions (Co2eq in kg) 0.0501540760160672
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 0.9784837429180764
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0863360277039306
Consumed energy (kWh) 1.0648197706220095
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) 0.15955081066672802
Emissions (Co2eq in kg) 0.03246271905340354

Note

19 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_16_6e6_base_x2
sequence_length 400
num_epoch 6
learning_rate 6e-06
batch_size 16
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 0.725653 0.086994
1 0.317335 0.228956 0.906052
2 0.186804 0.207705 0.923655
3 0.136611 0.229142 0.913035
4 0.084992 0.288735 0.905726
5 0.043544 0.341197 0.902980
6 0.027795 0.350462 0.911380
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Model size
18.8M params
Tensor type
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