CUDA providers failed to build against 12.6 with error error #221-D

[egortech]

Describe the issue

CUDA providers failed to build against 12.6 with error error #221-D.

Urgency

No response

Target platform

Windows 11

Build script

./build.bat --config RelWithDebInfo --use_openvino AUTO:GPU,CPU --use_cuda --cudnn_home "C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v12.6" --cuda_home "C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v12.6" --use_tensorrt --tensorrt_home "C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v12.6\TensorRT-10.6.0.26" --build_shared_lib --cuda_version "12.6" --cmake_generator "Visual Studio 17 2022" --cmake_extra_defines CMAKE_CUDA_ARCHITECTURES='50;52;61;70;72;75;80;86;87;89;90' --cudnn_home "C:\Program Files\NVIDIA\CUDNN" --parallel --cmake_extra_defines CUDNN_INCLUDE_DIR="C:\Program Files\NVIDIA\CUDNN\include" CUDNN_LIBRARY="C:\Program Files\NVIDIA\CUDNN\lib\x64\cudnn.lib"

Error / output

E:\src\Microsoft\onnxruntime\onnxruntime\core/providers/cuda/shared_inc/cuda_utils.h(159): error #221-D: floating-point value does not fit in required floating-point type [E:\src\Microsoft\onnxruntime\build\Windows\RelWithDebInfo\onnxruntime_providers_cuda.vcxproj]
        return ((float)(1e+300));
                ^

E:\src\Microsoft\onnxruntime\onnxruntime\core/providers/cuda/shared_inc/cuda_utils.h(166): error #221-D: floating-point value does not fit in required floating-point type [E:\src\Microsoft\onnxruntime\build\Windows\RelWithDebInfo\onnxruntime_providers_cuda.vcxproj]
        return -((double)((float)(1e+300)));
                          ^

E:\src\Microsoft\onnxruntime\onnxruntime\core/providers/cuda/shared_inc/cuda_utils.h(169): error #221-D: floating-point value does not fit in required floating-point type [E:\src\Microsoft\onnxruntime\build\Windows\RelWithDebInfo\onnxruntime_providers_cuda.vcxproj]
        return ((double)((float)(1e+300)));
                         ^

  4 errors detected in the compilation of "E:/src/Microsoft/onnxruntime/onnxruntime/contrib_ops/cuda/sparse/sparse_attention_impl.cu".
  sparse_attention_impl.cu

Visual Studio Version

Visual Studio 2022 v17.12 Preview 5

GCC / Compiler Version

No response

[snnn]

I can confirm the problem exists. We should directly use std::numeric_limits instead. I tried to update the code but I cannot understand it. It mix uses of INFINITY and max. It also uses -INFINITY which usually is not meanful. @tianleiwu / @yufenglee, do you have time to take a look?

[snnn]

PR #13594

[tianleiwu]

Thanks for reporting. Let me create a PR to fix it.

[snnn]

Thank you @tianleiwu