[MPS] There is no align corner resize bilinear in MPSNNGraph for any output size

[fujunwei]

MPSNNBilinearScaleNode has no align corner option.
MPSCNNUpsamplingBilinearNode support align corner, but the scale factor must be integer.
MPSNNResizeBilinear support both align corner and any size, but it is not Graph Node.

[huningxin]

Thanks @fujunwei ! So what's your suggestion to support RESIZE_BILINEAR op in MPS?

[huningxin]

related to #339

[fujunwei]

fujunwei/chromium-src@6890bd4 is using MPSNNResizeBilinear to support any output size, 65*65*1 and 65*65*2 work as webgl backend, but 65*65*21 fails, maybe it's a bug for MPSNNResizeBilinear.

Test case inputs you can get from here.
65*65*1 output you can get from here.
65*65*2 output you can get from here.
65*65*21 output you can get from here

[fujunwei]

Add resize bilinear test cases in https://github.com/fujunwei/mps-native-sample, below are results

{65, 65,1 } resize bilinear to {513, 513, 1}.

ResizeBilinear65_65To513_513 test case = 1.58076e-05
index: 0 output_data: 16.8125 expected_data: 16.8252

{65, 65, 21 } resize bilinear to {513, 513, 21}.

ResizeBilinear65_65_21To513_513_21 test case = 35.0631
index: 0 output_data: 16.8125 expected_data: 16.8252