Windows use mkl static lib (take 2)

[xuhancn]

resubmit #1790 with fix PR #1797.

From pytorch issue: pytorch/pytorch#124009 I found libtorch seems use shared mkl lib and missing some mkl dll files.

1. Currently pytorch Linux already use static mkl lib.
2. Windows can also support static mkl lib, I have validated as update build guide to use mkl-static. pytorch#116946

Tested in https://github.com/pytorch/pytorch/actions/runs/8836875904/job/24264643410

[malfet]

Please create a test PR against PyTorch/PyTorch

[xuhancn]

Triggerred test from the dummy PR: pytorch/pytorch#124853
From the result: https://github.com/pytorch/pytorch/actions/runs/8821164940/job/24216482475, I still do some work to enable mkl-static for pytorch Windows: pytorch/pytorch#124869

[xuhancn]

Triggerred test from the dummy PR: pytorch/pytorch#124853 From the result: https://github.com/pytorch/pytorch/actions/runs/8821164940/job/24216482475, I still do some work to enable mkl-static for pytorch Windows: pytorch/pytorch#124869

After pytorch/pytorch#124925 merged, the static mkl not support issue is gone.
Test job: https://github.com/pytorch/pytorch/actions/runs/8834373375/job/24255862902?pr=124853

[xuhancn]

Final test: pytorch/pytorch#124853
Windows wheel test: https://github.com/pytorch/pytorch/actions/runs/8836875904/job/24264643410
Windows libtorch release: https://github.com/pytorch/pytorch/actions/runs/8836876609/job/24264460568
Windows libtorch debug: https://github.com/pytorch/pytorch/actions/runs/8836876732/job/24264451618

[xuhancn]

Final test: pytorch/pytorch#124853 Windows wheel test: https://github.com/pytorch/pytorch/actions/runs/8836875904/job/24264643410 Windows libtorch release: https://github.com/pytorch/pytorch/actions/runs/8836876609/job/24264460568 Windows libtorch debug: https://github.com/pytorch/pytorch/actions/runs/8836876732/job/24264451618

@malfet All test passed.