damgomz/ft_32_5e6_base_x12

Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	84307.6551721096
Emissions (Co2eq in kg)	0.0510158327103399
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	3.75
CPU energy (kWh)	0.99529624085625
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	0.0878194617899756
Consumed energy (kWh)	1.0831157026462264
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)	0.16229223620631097
Emissions (Co2eq in kg)	0.033020498275742924

Note

19 juin 2024

My Config

Config	Value
checkpoint	albert-base-v2
model_name	ft_32_5e6_base_x12
sequence_length	400
num_epoch	6
learning_rate	5e-06
batch_size	32
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	0.718784	0.668353
1	0.402769	0.321245	0.851871
2	0.282093	0.276767	0.878442
3	0.234059	0.246080	0.916013
4	0.203769	0.232428	0.910324
5	0.177173	0.232535	0.919689
6	0.155451	0.230514	0.917727