Update hardware-support.mdx

Author: mgoin

src/content/user-guide/deepsparse-engine/hardware-support.mdx

@@ -15,6 +15,7 @@ Here is a table detailing specific support for some algorithms over different mi
 | x86 Extension                                                                            | Microarchitectures                                                                                                                                                                                                                                                                                         | Activation Sparsity | Kernel Sparsity | Sparse Quantization |
 |:----------------------------------------------------------------------------------------:|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------:|:-------------------:|:---------------:|:-------------------:|
 | [AMD AVX2](https://en.wikipedia.org/wiki/Advanced_Vector_Extensions#CPUs_with_AVX2)      | [Zen 2,](https://en.wikipedia.org/wiki/Zen_2) [Zen 3](https://en.wikipedia.org/wiki/Zen_3)                                                                                                                                                                                                                 |    not supported    |    optimized    |    not supported    |
+| [AMD AVX512](https://en.wikipedia.org/wiki/Advanced_Vector_Extensions#CPUs_with_AVX-512) VNNI     | [Zen 4](https://en.wikipedia.org/wiki/Zen_4)                                                                                                                                                                                                                 |    optimized    |    optimized    |    optimized    |
 | [Intel AVX2](https://en.wikipedia.org/wiki/Advanced_Vector_Extensions#CPUs_with_AVX2)    | [Haswell,](https://en.wikipedia.org/wiki/Haswell_%28microarchitecture%29) [Broadwell,](https://en.wikipedia.org/wiki/Broadwell_%28microarchitecture%29) and newer                                                                                                                                                  |    not supported    |    optimized    |    not supported    |
 | [Intel AVX-512](https://en.wikipedia.org/wiki/AVX-512#CPUs_with_AVX-512)                 | [Skylake](https://en.wikipedia.org/wiki/Skylake_%28microarchitecture%29) [Cannon Lake,](https://en.wikipedia.org/wiki/Cannon_Lake_%28microarchitecture%29) and newer                                                                                                                                              |      optimized      |    optimized    |       emulated      |
 | [Intel AVX-512](https://en.wikipedia.org/wiki/AVX-512#CPUs_with_AVX-512) VNNI (DL Boost) | [Cascade Lake.](https://en.wikipedia.org/wiki/Cascade_Lake_%28microarchitecture%29) [Ice Lake,](https://en.wikipedia.org/wiki/Ice_Lake_%28microprocessor%29) [Cooper Lake,](https://en.wikipedia.org/wiki/Cooper_Lake_%28microarchitecture%29) [Tiger Lake](https://en.wikipedia.org/wiki/Tiger_Lake_%28microprocessor%29) |      optimized      |    optimized    |      optimized      |