damgomz/ft_bs64_lr7_base_x2

Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	26423.72340154648
Emissions (Co2eq in kg)	0.0172858379899915
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	7.5
CPU energy (kWh)	0.3119461647588344
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	0.0550489731361468
Consumed energy (kWh)	0.3669951378949813
Country name	Switzerland
Cloud provider	nan
Cloud region	nan
CPU count	3
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)	0.050865667547976966
Emissions (Co2eq in kg)	0.010349291665605703

Note

17 May 2024

My Config

Config	Value
checkpoint	albert-base-v2
model_name	ft_bs64_lr7_base_x2
sequence_length	400
num_epoch	15
learning_rate	5e-07
batch_size	64
weight_decay	0.0
warm_up_prop	0.0
drop_out_prob	0.1
packing_length	100
train_test_split	0.2
num_steps	81450

Training and Testing steps

Epoch	Train Loss	Test Loss	Accuracy	Recall
0	0.664386	0.632545	0.740795	0.837423
1	0.589979	0.557067	0.743741	0.838957
2	0.512979	0.506961	0.767305	0.808282
3	0.471688	0.479002	0.779823	0.869632
4	0.439011	0.454375	0.788660	0.803681
5	0.413775	0.434841	0.802651	0.848160
6	0.392609	0.420262	0.807806	0.842025
7	0.380271	0.409428	0.809278	0.803681
8	0.365458	0.399789	0.825479	0.861963
9	0.353928	0.391207	0.829161	0.858896
10	0.342954	0.388762	0.827688	0.863497
11	0.335871	0.389029	0.827688	0.880368
12	0.328735	0.381536	0.827688	0.863497
13	0.320389	0.374983	0.827688	0.837423
14	0.314211	0.374905	0.826951	0.826687