damgomz/ft_16_19e6_base_x4

Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	64885.59082555771
Emissions (Co2eq in kg)	0.0392632735109231
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	3.75
CPU energy (kWh)	0.7660089140425163
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	0.0675885363496837
Consumed energy (kWh)	0.8335974503922018
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)	0.12490476233919859
Emissions (Co2eq in kg)	0.025413523073343432

Note

19 juin 2024

My Config

Config	Value
checkpoint	albert-base-v2
model_name	ft_16_19e6_base_x4
sequence_length	400
num_epoch	6
learning_rate	1.9e-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	0.741953	0.166129
1	0.307293	0.268208	0.937367
2	0.197191	0.224605	0.926988
3	0.138610	0.241401	0.905407
4	0.097132	0.295340	0.913542
5	0.066120	0.341321	0.893250
6	0.048231	0.339901	0.923127