Update on "[ET-VK] Modify quantized linear naive shader to linearly dispatch work to improve performance."

This diff changes naive quantized linear mat mul op to use push constant instead of uniform buffers and change dispatch pattern to linear to improve performance.

Differential Revision: [D72862490](https://our.internmc.facebook.com/intern/diff/D72862490/)

[ghstack-poisoned]

Author: trivedivivek

backends/vulkan/runtime/graph/ops/impl/QuantizedLinearInt8.cpp

@@ -100,19 +100,22 @@ void add_q_8w_linear_node(
 
   std::vector<PushConstantDataInfo> pcs;
   if (graph.is_buffer_storage(out_W_packed)) {
-    pcs = {graph.sizes_pc_of(out_W_packed),
-      graph.strides_pc_of(out_W_packed),
-      graph.sizes_pc_of(mat1_W_packed),
-      graph.strides_pc_of(mat1),
-      graph.strides_pc_of(q_mat2),
-      graph.strides_pc_of(scales),
-      graph.numel_pc_of(out_W_packed)};
+    pcs = {
+        graph.sizes_pc_of(out_W_packed),
+        graph.strides_pc_of(out_W_packed),
+        graph.sizes_pc_of(mat1_W_packed),
+        graph.strides_pc_of(mat1),
+        graph.strides_pc_of(q_mat2),
+        graph.strides_pc_of(scales),
+        graph.numel_pc_of(out_W_packed)};
   } else {
-    pcs = {graph.logical_limits_pc_of(out_W_packed),
-         graph.sizes_pc_of(mat1_W_packed)};
+    pcs = {
+        graph.logical_limits_pc_of(out_W_packed),
+        graph.sizes_pc_of(mat1_W_packed)};
   }
 
-  const utils::uvec3 global_wg = {static_cast<uint32_t>(graph.numel_of(out_W_packed)), 1, 1};
+  const utils::uvec3 global_wg = {
+      static_cast<uint32_t>(graph.numel_of(out_W_packed)), 1, 1};
   const utils::uvec3 local_wg{64, 1, 1};
 
   graph.execute_nodes().emplace_back(new DispatchNode(