damgomz/ft_32_16e6_base_x4

Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	76993.88854002953
Emissions (Co2eq in kg)	0.0465901744011517
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	3.75
CPU energy (kWh)	0.9089535264518518
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	0.0802011496941249
Consumed energy (kWh)	0.9891546761459789
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)	0.14821323543955683
Emissions (Co2eq in kg)	0.03015593967817823

Note

19 juin 2024

My Config

Config	Value
checkpoint	albert-base-v2
model_name	ft_32_16e6_base_x4
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	0.739663	0.407901
1	0.339062	0.228771	0.909112
2	0.194211	0.227631	0.942929
3	0.142600	0.235747	0.901380
4	0.095002	0.263570	0.920270
5	0.064711	0.334313	0.924025
6	0.040565	0.377199	0.918595