The resize operator's behavior may use Round instead of Floor #25417
Description
Describe the issue
The test case in https://github.com/microsoft/onnxruntime/blob/main/onnxruntime/test/providers/cpu/tensor/resize_op_test.cc#L266 , the expected results are this:
std::vector<float> Y = {2.66666651f, 4.3333331f};
And in https://github.com/microsoft/onnxruntime/blob/main/onnxruntime/test/providers/cpu/tensor/resize_op_test.cc#L292, the expected results are this:
std::vector<uint8_t> Y = {2, 4};
All the inputs are same, but from the result, it seems convert 2.66666651f to 2. I think 3 is more reasonable for this case.
It used this way to calculate the result:
https://github.com/microsoft/onnxruntime/blob/main/onnxruntime/core/providers/cpu/tensor/upsample.h#L311
So it will lose precision.
To reproduce
execute the onnxruntime_test_all.exe --gtest_filter=ResizeOpTest.NhwcResizeOpLinearDownSampleTest_4DBilinear_uint8
Urgency
No response
Platform
Windows
OS Version
Win11
ONNX Runtime Installation
Built from Source
ONNX Runtime Version or Commit ID
master
ONNX Runtime API
C++
Architecture
X64
Execution Provider
Default CPU
Execution Provider Library Version
No response