import sys sys.path.append('../../python') import caffe from caffe import surgery, score import numpy as np import os weights = '/home/shelhamer/dpb/exp/vgg16fc.caffemodel' caffe.set_phase_train() caffe.set_mode_gpu() caffe.set_device(1) solver = caffe.SGDSolver('solver.prototxt') solver.net.copy_from(weights) interp_layers = [k for k in solver.net.params.keys() if 'up' in k] surgery.interp(solver.net, interp_layers) for _ in range(30): print 'epoch {}'.format(_) solver.step(1087) score.boundary_eval(solver, ('bsds', 'val'), layer='prob')
import sys sys.path.append('../../python') import caffe from caffe import surgery, score import numpy as np import os weights = sys.argv[1] caffe.set_phase_train() caffe.set_mode_gpu() caffe.set_device(1) solver = caffe.SGDSolver('solver.prototxt') solver.net.copy_from(weights) score.boundary_eval(solver, 'val', layer='prob')