[QNNPACK, Sparsity] Add dyanmic linear sparse kernel for arm64

[kimishpatel]

Stack from ghstack:

• [QNNPACK Sparsity] Add aarch64 kernel of 8x1 sparsity #51120 [QNNPACK Sparsity] Add aarch64 kernel of 8x1 sparsity
• [QNNPACK, Sparsity] Add 8x1 block sparse kernels for aarch32. #51119 [QNNPACK, Sparsity] Add 8x1 block sparse kernels for aarch32.
• [QNNPACK, Sparsity] Code refactoring to allow for more generic block #51118 [QNNPACK, Sparsity] Code refactoring to allow for more generic block
• [QNNPACK, Sparsity] Add dyanmic linear sparse kernel for arm64 #50591 [QNNPACK, Sparsity] Add dyanmic linear sparse kernel for arm64
• [QNNPACK, Sparsity] Sparse kernel with 4x8 blocking #50590 [QNNPACK, Sparsity] Sparse kernel with 4x8 blocking
• [QNNPACK, Sparsity] Added prepacking base aarch32 kernels #50589 [QNNPACK, Sparsity] Added prepacking base aarch32 kernels
• [QNNPACK, Sparsity] ARMV7, aarch32, kernels for dynamic linear #50588 [QNNPACK, Sparsity] ARMV7, aarch32, kernels for dynamic linear

Summary:
Adds sparse kernels for arm64. Reg blocking factor of 8x8.

Test Plan:
q8gemm-sparse-test

Reviewers:

Subscribers:

Tasks:

Tags:

Differential Revision: D25925501

[codecov]

Codecov Report

Merging #50591 (7e5f984) into gh/kimishpatel/40/base (5fb4300) will increase coverage by 0.00%.
The diff coverage is n/a.

@@                   Coverage Diff                   @@
##           gh/kimishpatel/40/base   #50591   +/-   ##
=======================================================
  Coverage                   80.84%   80.85%           
=======================================================
  Files                        1938     1938           
  Lines                      211273   211273           
=======================================================
+ Hits                       170814   170824   +10     
+ Misses                      40459    40449   -10     

[codecov]

Codecov Report

Merging #50591 (7e5f984) into gh/kimishpatel/40/base (5fb4300) will increase coverage by 0.00%.
The diff coverage is n/a.

@@                   Coverage Diff                   @@
##           gh/kimishpatel/40/base   #50591   +/-   ##
=======================================================
  Coverage                   80.84%   80.85%           
=======================================================
  Files                        1938     1938           
  Lines                      211273   211273           
=======================================================
+ Hits                       170814   170824   +10     
+ Misses                      40459    40449   -10     

[facebook-github-bot]

This pull request has been merged in a7ba051.