damgomz/ft_32_16e6_base_x8

Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	78313.53327870369
Emissions (Co2eq in kg)	0.0473887137294402
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	3.75
CPU energy (kWh)	0.9245326654970666
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	0.0815757765623429
Consumed energy (kWh)	1.0061084420594089
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)	0.1507535515615046
Emissions (Co2eq in kg)	0.030672800534158943

Note

19 juin 2024

My Config

Config	Value
checkpoint	albert-base-v2
model_name	ft_32_16e6_base_x8
sequence_length	400
num_epoch	6
learning_rate	1.6e-05
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	0.733605	0.521574
1	0.343848	0.250949	0.927429
2	0.207227	0.216056	0.905269
3	0.158365	0.231901	0.928852
4	0.115495	0.261195	0.920515
5	0.076285	0.315937	0.903032
6	0.055799	0.309163	0.927541