With MSVC build tools setup with vscode, how to have the *.obj and .pdb files be generated in separated directory?

Question

Currently they generate under workspace folder. The built binary successfully builds in build folder with my tasks.json but how do I achieve the same for the obj and .pdb files. I tried doing that with /Fo and /Fd but it does not work as in with /Fo it complains about that the obj directory is not found and with /Fd it shows "fatal error C1041: cannot open program database 'C:\Projects\learningcpp\obj\vc140.pdb'; if multiple CL.EXE write to the same .PDB file, please use /FS"

My tasks.json file:

{
    "tasks": [
        {
            "type": "cppbuild",
            "label": "C/C++: cl.exe build active file",
            "command": "cl.exe",
            "args": [
                "/Zi",
                "/EHsc",
                "/sdl",
                "/nologo",
                "/Fe${fileDirname}\\build\\${fileBasenameNoExtension}.exe",
                "/Fd${workspaceFolder}\\obj\\vc140.pdb",
                "/Fo${workspaceFolder}\\obj\\${fileBasenameNoExtension}.obj",
                "${file}"
            ],
            "options": {
                "cwd": "${fileDirname}"
            },
            "problemMatcher": [
                "$msCompile"
            ],
            "group": {
                "kind": "build",
                "isDefault": true
            },
            "detail": "Task generated by Debugger."
        }
    ],
    "version": "2.0.0"
}

I tried adding the /Fo and /Fd arguments. They resulted in errors. I did successfully made it so the generated binary is created in the build directory.