damgomz/ft_32_19e6_base_x8

Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	85531.66389083862
Emissions (Co2eq in kg)	0.0517564975194601
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	3.75
CPU energy (kWh)	1.0097462786599969
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	0.089094457618644
Consumed energy (kWh)	1.0988407362786388
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)	0.16464845298986436
Emissions (Co2eq in kg)	0.03349990169057846

Note

19 juin 2024

My Config

Config	Value
checkpoint	albert-base-v2
model_name	ft_32_19e6_base_x8
sequence_length	400
num_epoch	6
learning_rate	1.9e-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	0.690710	0.749326
1	0.333250	0.246641	0.907186
2	0.202962	0.219654	0.926463
3	0.155026	0.235011	0.911817
4	0.110104	0.257781	0.924271
5	0.082243	0.309697	0.904224
6	0.052416	0.345349	0.920317