diff --git a/backends/vulkan/runtime/graph/ops/glsl/permute.glsl b/backends/vulkan/runtime/graph/ops/glsl/permute.glsl
index 5378099d03..59d6aecdc1 100644
--- a/backends/vulkan/runtime/graph/ops/glsl/permute.glsl
+++ b/backends/vulkan/runtime/graph/ops/glsl/permute.glsl
@@ -19,15 +19,9 @@ layout(std430) buffer;
 layout(set = 0, binding = 0, ${IMAGE_FORMAT[DTYPE]}) uniform PRECISION restrict writeonly ${IMAGE_T[NDIM][DTYPE]} image_out;
 layout(set = 0, binding = 1) uniform PRECISION ${SAMPLER_T[NDIM][DTYPE]} image_in;
 
-layout(set = 0, binding = 2) uniform PRECISION restrict OutLimits {
-  ivec3 out_limits;
-};
-
-layout(set = 0, binding = 3) uniform PRECISION restrict Sizes {
+layout(push_constant) uniform PRECISION restrict Block {
+  ivec4 out_limits;
   ivec4 sizes;
-};
-
-layout(set = 0, binding = 4) uniform PRECISION restrict Block {
   // output dims
   ivec4 out_ndims;
   // x = output channels aligned to 4, y = input channels aligned to 4
@@ -41,7 +35,7 @@ layout(local_size_x_id = 0, local_size_y_id = 1, local_size_z_id = 2) in;
 void main() {
   const u16vec3 pos = u16vec3(gl_GlobalInvocationID);
 
-  if (any(greaterThanEqual(pos, out_limits))) {
+  if (any(greaterThanEqual(pos, out_limits.xyz))) {
     return;
   }
 
diff --git a/backends/vulkan/runtime/graph/ops/impl/Permute.cpp b/backends/vulkan/runtime/graph/ops/impl/Permute.cpp
index c107f288f3..a56925751e 100644
--- a/backends/vulkan/runtime/graph/ops/impl/Permute.cpp
+++ b/backends/vulkan/runtime/graph/ops/impl/Permute.cpp
@@ -75,13 +75,7 @@ void add_permute_node(
   int32_t out_c_aligned = utils::align_up_4(out_channels);
   int32_t in_c_aligned = utils::align_up_4(in_channels);
 
-  const struct Block final {
-    ivec4 out_ndims;
-    ivec2 ch_info;
-  } params{
-      out_dims,
-      {out_c_aligned, in_c_aligned},
-  };
+  const ivec2 ch_info = {out_c_aligned, in_c_aligned};
 
   graph.execute_nodes().emplace_back(new DispatchNode(
       graph,
@@ -90,14 +84,16 @@ void add_permute_node(
       graph.create_local_wg_size(out),
       {{out, vkapi::MemoryAccessType::WRITE},
        {in, vkapi::MemoryAccessType::READ}},
-      {t_out->logical_limits_ubo(),
-       t_out->sizes_ubo(),
-       graph.create_params_buffer(params)},
+      {},
       // Specialization Constants
       {},
       // Resizing Logic
       nullptr,
-      {}));
+      {},
+      {{graph.logical_limits_pc_of(out),
+        graph.sizes_pc_of(out),
+        PushConstantDataInfo(&out_dims, sizeof(out_dims)),
+        PushConstantDataInfo(&ch_info, sizeof(ch_info))}}));
 }
 
 void add_permute_node(