Number of model parameters: 154706
=> loading checkpoint 'output/Error/12613_model=MobilenetV3-ep=3000-block=4/model_best.pth.tar'
=> loaded checkpoint 'output/Error/12613_model=MobilenetV3-ep=3000-block=4/model_best.pth.tar' (epoch 2877)
 * Prec@1 98.193
 * Prec@1 98.193
Best accuracy: 98.1927713600986
[validate_2020-03-27-11-52-28] done
[validate_2020-03-27-11-52-28] done
start test using path : ../data/Fourth_data/demo
Test start
loading checkpoint...
checkpoint already loaded!
start test
data path directory is ../data/Fourth_data/demo
Inference time 21 images : 0.37514
finish test
set Type
start test using path : ../data/Fourth_data/demo
Test start
loading checkpoint...
checkpoint already loaded!
start test
data path directory is ../data/Fourth_data/demo
Inference time 21 images : 0.7917
finish test
/home/yh9468/detection/data/Fourth_data/demo/demoset/1-1.bmp test file submitted
start test using path : ('/home/yh9468/detection/data/Fourth_data/demo/demoset/1-1.bmp', 'All Files(*)')
Test start
loading checkpoint...
checkpoint already loaded!
start test
Inference time 1 image : 0.03704
finish test