damgomz/ft_32_16e6_base_x1

Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	76458.34525895119
Emissions (Co2eq in kg)	0.0462661062558712
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	3.75
CPU energy (kWh)	0.9026311467150866
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	0.0796432477960984
Consumed energy (kWh)	0.9822743945111838
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)	0.14718231462348103
Emissions (Co2eq in kg)	0.029946185226422548

Note

19 juin 2024

My Config

Config	Value
checkpoint	albert-base-v2
model_name	ft_32_16e6_base_x1
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	0.704099	0.350817
1	0.317000	0.214237	0.933752
2	0.184154	0.213382	0.927406
3	0.137625	0.231805	0.925672
4	0.103309	0.263324	0.916410
5	0.065206	0.274044	0.924229
6	0.047976	0.337566	0.881619