def _loop_main(main):
w = conv_nd_kernel.Writer()
# Loop openings.
out_xs = conv_nd_kernel.vars('out_x', self.ndim)
offsets = conv_nd_kernel.vars('offset', self.ndim)
outs1 = self.outs[1:] + [1]
offsets1 = ['out_0 * c0'] + offsets[:-1]
for out_x, out_x0, out_x1, offset, offset1, out1 in moves.zip(
out_xs, out_x0s, out_x1s, offsets, offsets1, outs1):
w.write(
'for (int {} = {}; {} < {}; ++{}) {{'.format(
out_x, out_x0, out_x, out_x1, out_x), 'inc')
w.write('int {} = {} * ({} + {});'.format(
offset, out1, out_x, offset1))
# Write main-part.
offset = offsets[-1]
for l in main(offset, xs, out_xs).split('\n'):
w.write(l)
# Loop closings.
for _ in out_xs:
w.write('}', 'dec')
return [w.get()]
def main(self, offset, xs):
# 2D: T v = in[offset_1];
# if (maxval < v) {
# maxval = v;
# argmax_0 = x_0;
# argmax_1 = x_1;
# }
w = conv_nd_kernel.Writer()
w.write('T v = in[{}];'.format(offset))
w.write('if (maxval < v) {', 'inc')
w.write('maxval = v;')
for argmax, x in six.moves.zip(self.argmaxs, xs):
w.write('{} = {};'.format(argmax, x))
w.write('}', 'dec')
return w.get()
def main(self, offset, xs, out_xs):
# 2D: int kx = (x_1 - out_x_1 * s_1 + k_1 *
# (x_0 - out_x_0 * s_0 + k_0 * 0));
# if (indexes[offset_1] == kx) {
# val = val + gy[offset_1];
# }
def aux(x, out_x, s):
return '{} - {} * {}'.format(x, out_x, s)
w = conv_nd_kernel.Writer()
w.write('int kx = {};'.format(
conv_nd_kernel.muladdexp(self.ks, conv_nd_kernel.map_(
aux, xs, out_xs, self.ss), '0')))
w.write('if (indexes[{}] == kx) {{'.format(offset), 'inc')
w.write('val = val + gy[{}];'.format(offset))
w.write('}', 'dec')
return w.get()