diff --git a/ggml/src/ggml-vulkan/ggml-vulkan.cpp b/ggml/src/ggml-vulkan/ggml-vulkan.cpp
index 19e7fbdaa..1a35f72d1 100644
--- a/ggml/src/ggml-vulkan/ggml-vulkan.cpp
+++ b/ggml/src/ggml-vulkan/ggml-vulkan.cpp
@@ -1387,7 +1387,7 @@ struct vk_op_im2col_push_constants {
     uint32_t IW; uint32_t IH;
     uint32_t OW; uint32_t OH;
     uint32_t KW; uint32_t KH;
-    uint32_t pelements;
+    uint32_t OH_batch;
     uint32_t CHW;
     int32_t s0; int32_t s1;
     int32_t p0; int32_t p1;
@@ -9941,7 +9941,7 @@ static void ggml_vk_op_f32(ggml_backend_vk_context * ctx, vk_context& subctx, co
 
             const uint32_t batch = src1->ne[is_2D ? 3 : 2];
 
-            elements = { OW * KW * KH, OH, batch * IC };
+            elements = { IC * KH * KW, OW, OH * batch };
             elements[1] = std::min(elements[1], ctx->device->properties.limits.maxComputeWorkGroupCount[1]);
             elements[2] = std::min(elements[2], ctx->device->properties.limits.maxComputeWorkGroupCount[2]);
         } break;
@@ -11604,7 +11604,6 @@ static void ggml_vk_im2col(ggml_backend_vk_context * ctx, vk_context& subctx, co
     const uint32_t offset_delta = src1->nb[is_2D ? 2 : 1] / 4; // nb is byte offset, src is type float32
     const uint32_t batch_offset = src1->nb[is_2D ? 3 : 2] / 4; // nb is byte offset, src is type float32
 
-    const uint32_t pelements = OW * KW * KH;
     const uint32_t batch = src1->ne[is_2D ? 3 : 2];
 
     const ggml_backend_vk_buffer_context * d_buf_ctx = (ggml_backend_vk_buffer_context *)dst->buffer->context;
@@ -11616,7 +11615,7 @@ static void ggml_vk_im2col(ggml_backend_vk_context * ctx, vk_context& subctx, co
         dst_addr,
         batch_offset, offset_delta,
         IC, IW, IH, OW, OH, KW, KH,
-        pelements,
+        OH * batch,
         IC * KH * KW,
         s0, s1, p0, p1, d0, d1, batch * IC
     });
diff --git a/ggml/src/ggml-vulkan/vulkan-shaders/im2col.comp b/ggml/src/ggml-vulkan/vulkan-shaders/im2col.comp
index db14f5a3c..9ae90a57e 100644
--- a/ggml/src/ggml-vulkan/vulkan-shaders/im2col.comp
+++ b/ggml/src/ggml-vulkan/vulkan-shaders/im2col.comp
@@ -14,7 +14,7 @@ layout (push_constant) uniform parameter
     uint IW; uint IH;
     uint OW; uint OH;
     uint KW; uint KH;
-    uint pelements;
+    uint OH_batch;
     uint CHW;
     int s0; int s1;
     int p0; int p1;
@@ -35,82 +35,55 @@ layout (binding = 1) writeonly buffer D {D_TYPE data_d[];};
 layout (buffer_reference) buffer D_ptr {D_TYPE d;};
 #endif
 
-void im2col(const uint y, const uint z) {
-    const uint gidx = gl_GlobalInvocationID.x;
+void im2col(const uint ow, const uint z_idx) {
+    const uint oh = z_idx % p.OH;
+    const uint batch_idx = z_idx / p.OH;
 
-    const uint oh = y;
-    const uint batch = z / p.IC;
-    const uint ic = z % p.IC;
+    const uint wg_offset = gl_WorkGroupID.x * 512;
+    const uint gidx = gl_LocalInvocationID.x;
 
-    const uint src_base = ic * p.offset_delta + batch * p.batch_offset;
-    const BDA_OFFSET_T dst_base = ((BDA_OFFSET_T(batch) * p.OH + oh) * p.OW) * p.CHW + BDA_OFFSET_T(ic) * (p.KW * p.KH);
-    const int oh_s1 = int(oh) * p.s1;
-    const uint ksize = p.OW * p.KH;
+    const uint src_batch = batch_idx * p.batch_offset;
+    const BDA_OFFSET_T dst_row = ((BDA_OFFSET_T(batch_idx) * p.OH + oh) * p.OW + ow) * p.CHW;
 
-    const uint base_linear_idx = gidx * NUM_ITER;
+    const uint KHKW = p.KH * p.KW;
 
-    uint current_kx = base_linear_idx / ksize;
-    const uint rem = base_linear_idx - (current_kx * ksize);
-    uint current_ky = rem / p.OW;
-    uint current_ix = rem % p.OW;
-
-    A_TYPE values[NUM_ITER];
-    BDA_OFFSET_T offset_dst[NUM_ITER];
-    [[unroll]] for (uint idx = 0; idx < NUM_ITER; ++idx) {
-        values[idx] = A_TYPE(0);
-    }
-
-    [[unroll]] for (uint idx = 0; idx < NUM_ITER; ++idx) {
-
-        const uint linear_idx = base_linear_idx + idx;
-
-        if (linear_idx >= p.pelements) {
-            continue;
+    [[unroll]] for (uint i = 0; i < NUM_ITER; ++i) {
+        const uint chw_idx = wg_offset + gidx + i * BLOCK_SIZE;
+        if (chw_idx >= p.CHW) {
+            return;
         }
 
-        const uint iiw = current_ix * p.s0 + current_kx * p.d0 - p.p0;
-        const uint iih = oh_s1 + current_ky * p.d1 - p.p1;
+        const uint ic = chw_idx / KHKW;
+        const uint rem = chw_idx - ic * KHKW;
+        const uint ky = rem / p.KW;
+        const uint kx = rem - ky * p.KW;
 
-        offset_dst[idx] = dst_base + BDA_OFFSET_T(current_ix) * p.CHW + current_ky * p.KW + current_kx;
+        const uint iiw = ow * p.s0 + kx * p.d0 - p.p0;
+        const uint iih = oh * p.s1 + ky * p.d1 - p.p1;
 
-        if ((iih < p.IH) && (iiw < p.IW)) {
-            values[idx] = data_a[src_base + iih * p.IW + iiw];
-        }
-
-        if (++current_ix == p.OW) {
-            current_ix = 0;
-            if (++current_ky == p.KH) {
-                current_ky = 0;
-                current_kx++;
-            }
-        }
-    }
-
-    [[unroll]] for (uint idx = 0; idx < NUM_ITER; ++idx) {
-
-        const uint linear_idx = base_linear_idx + idx;
-
-        if (linear_idx >= p.pelements) {
-            continue;
+        A_TYPE val = A_TYPE(0);
+        if (iih < p.IH && iiw < p.IW) {
+            val = data_a[src_batch + ic * p.offset_delta + iih * p.IW + iiw];
         }
 
+        const BDA_OFFSET_T dst_idx = dst_row + chw_idx;
 #if BDA
-        D_ptr dst_addr = D_ptr(p.dst_addr + D_SIZE * offset_dst[idx]);
-        dst_addr.d = D_TYPE(values[idx]);
+        D_ptr out_ptr = D_ptr(p.dst_addr + D_SIZE * dst_idx);
+        out_ptr.d = D_TYPE(val);
 #else
-        data_d[offset_dst[idx]] = D_TYPE(values[idx]);
+        data_d[dst_idx] = D_TYPE(val);
 #endif
     }
 }
 
 void main() {
-    uint y = gl_GlobalInvocationID.y;
-    while (y < p.OH) {
+    uint ow = gl_GlobalInvocationID.y;
+    while (ow < p.OW) {
         uint z = gl_GlobalInvocationID.z;
-        while (z < p.batch_IC) {
-            im2col(y, z);
+        while (z < p.OH_batch) {
+            im2col(ow, z);
             z += gl_NumWorkGroups.z;
         }
-        y += gl_NumWorkGroups.y;
+        ow += gl_NumWorkGroups.y;
     }
 }