damgomz/ft_16_11e6_base_x12

Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	66520.52706575394
Emissions (Co2eq in kg)	0.0402526071077537
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	3.75
CPU energy (kWh)	0.7853103148508411
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	0.0692916491786639
Consumed energy (kWh)	0.8546019640295066
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)	0.12805201460157634
Emissions (Co2eq in kg)	0.026053873100753622

Note

19 juin 2024

My Config

Config	Value
checkpoint	albert-base-v2
model_name	ft_16_11e6_base_x12
sequence_length	400
num_epoch	6
learning_rate	1.1e-05
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	0.739071	0.447864
1	0.348474	0.253596	0.928827
2	0.223788	0.241965	0.902883
3	0.186712	0.235910	0.916703
4	0.150874	0.228263	0.929876
5	0.119669	0.229920	0.922400
6	0.091018	0.296371	0.907888