diff --git a/metal/paddle-mobile-metallib/paddle-mobile-metallib/ConcatKernel.metal b/metal/paddle-mobile-metallib/paddle-mobile-metallib/ConcatKernel.metal
index 497b3585c088f4b66192a17dea4b876f36ef2912..c4c9c7bbcff1a58635cd7d0cb0cd4e1485b0890a 100644
--- a/metal/paddle-mobile-metallib/paddle-mobile-metallib/ConcatKernel.metal
+++ b/metal/paddle-mobile-metallib/paddle-mobile-metallib/ConcatKernel.metal
@@ -67,8 +67,8 @@ struct ConcatParam {
 #undef R
 #undef V
 
-// lens: (R=4, N=3, V=x)
-#define V VX
+// lens: (R=4, N=3, V=y)
+#define V VY
 #define R 4
 #define N 3
 #define P float
diff --git a/metal/paddle-mobile-metallib/paddle-mobile-metallib/NearestInterpKernel.metal b/metal/paddle-mobile-metallib/paddle-mobile-metallib/NearestInterpKernel.metal
index 08d0d2dfa503d9f4b4342f06aac0456d1e8eb7c6..10f5d1f6f9fd060df9e5a601f809fc411c1c9a0a 100644
--- a/metal/paddle-mobile-metallib/paddle-mobile-metallib/NearestInterpKernel.metal
+++ b/metal/paddle-mobile-metallib/paddle-mobile-metallib/NearestInterpKernel.metal
@@ -28,8 +28,8 @@ kernel void nearest_interp(texture2d_array<float, access::sample> inTexture [[te
         gid.z >= outTexture.get_array_size()) return;
     constexpr sampler s(coord::pixel, filter::nearest, address::clamp_to_zero);
     float scale = param.scale;
-    uint x = uint(round(float(gid.x) / scale));
-    uint y = uint(round(float(gid.y) / scale));
+    uint x = uint(floor(float(gid.x) / scale));
+    uint y = uint(floor(float(gid.y) / scale));
     const float4 input = inTexture.read(uint2(x, y), gid.z);
     outTexture.write(input, gid.xy, gid.z);
 }
@@ -43,8 +43,8 @@ kernel void nearest_interp_half(texture2d_array<half, access::sample> inTexture
         gid.z >= outTexture.get_array_size()) return;
     constexpr sampler s(coord::pixel, filter::nearest, address::clamp_to_zero);
     float scale = param.scale;
-    uint x = uint(round(float(gid.x) / scale));
-    uint y = uint(round(float(gid.y) / scale));
+    uint x = uint(floor(float(gid.x) / scale));
+    uint y = uint(floor(float(gid.y) / scale));
     const half4 input = inTexture.read(uint2(x, y), gid.z);
     outTexture.write(input, gid.xy, gid.z);
 }
diff --git a/metal/paddle-mobile-metallib/paddle-mobile-metallib/SliceKernel.metal b/metal/paddle-mobile-metallib/paddle-mobile-metallib/SliceKernel.metal
index acf61fefcd1e5f5ffc665bba3c2b9a9db42b2dd5..9cc260a33f6b76ec2255347b056ab272e281effd 100644
--- a/metal/paddle-mobile-metallib/paddle-mobile-metallib/SliceKernel.metal
+++ b/metal/paddle-mobile-metallib/paddle-mobile-metallib/SliceKernel.metal
@@ -24,6 +24,8 @@ struct MetalSliceParam {
     short end1;
     short end2;
     short end3;
+    int iC;
+    int oC;
 };
 
 kernel void slice(texture2d_array<float, access::sample> inTexture [[texture(0)]],
@@ -35,9 +37,14 @@ kernel void slice(texture2d_array<float, access::sample> inTexture [[texture(0)]
         gid.z >= outTexture.get_array_size()) return;
     constexpr sampler s(coord::pixel, filter::nearest, address::clamp_to_zero);
     float4 output;
-    for (int i = 0; i < 4; i++) {
-        int input_c = gid.z * 4 + i + param.start1;
-        int input_z = input_c / 4;
+    for (int i = 0; i < 4; ++i) {
+        int tmp = gid.z * 4 + i;
+        int output_c = tmp % param.oC;
+        int output_n = tmp / param.oC;
+        int c = output_c + param.start1;
+        tmp = output_n * param.iC + c;
+        int input_z = tmp / 4;
+        int input_c = tmp % 4;
         const float4 input = inTexture.read(gid.xy, input_z);
         output[i] = input[input_c % 4];
     }
@@ -52,12 +59,17 @@ kernel void slice_half(texture2d_array<half, access::sample> inTexture [[texture
         gid.y >= outTexture.get_height() ||
         gid.z >= outTexture.get_array_size()) return;
     constexpr sampler s(coord::pixel, filter::nearest, address::clamp_to_zero);
-    float4 output;
-    for (int i = 0; i < 4; i++) {
-        int input_c = gid.z * 4 + i + param.start1;
-        int input_z = input_c / 4;
-        const float4 input = float4(inTexture.read(gid.xy, input_z));
+    half4 output;
+    for (int i = 0; i < 4; ++i) {
+        int tmp = gid.z * 4 + i;
+        int output_c = tmp % param.oC;
+        int output_n = tmp / param.oC;
+        int c = output_c + param.start1;
+        tmp = output_n * param.iC + c;
+        int input_z = tmp / 4;
+        int input_c = tmp % 4;
+        const half4 input = inTexture.read(gid.xy, input_z);
         output[i] = input[input_c % 4];
     }
-    outTexture.write(half4(output), gid.xy, gid.z);
+    outTexture.write(output, gid.xy, gid.z);
 }
diff --git a/metal/paddle-mobile/paddle-mobile/Src/Common/MetalExtension.swift b/metal/paddle-mobile/paddle-mobile/Src/Common/MetalExtension.swift
index 615ff5328230663e9a6ec9e9d54dceff3b9bf886..c09669137c9ea34eb1bf829493de70243a75ee0b 100644
--- a/metal/paddle-mobile/paddle-mobile/Src/Common/MetalExtension.swift
+++ b/metal/paddle-mobile/paddle-mobile/Src/Common/MetalExtension.swift
@@ -534,7 +534,7 @@ public extension MTLTexture {
             for c in 0..<4{
                 for h in 0..<dim.h {
                     for w in 0..<dim.w {
-                        if (s * 4 + c) < dim.c {
+                        if (s * 4 + c) < (dim.c * dim.n) {
                             let textureValue = textureArray[dim.w * dim.h * 4 * s + h * dim.w * 4 + w * 4 + c]
                             output.append(textureValue)
                         }
diff --git a/metal/paddle-mobile/paddle-mobile/Src/Operators/Kernels/ReshapeKernel.swift b/metal/paddle-mobile/paddle-mobile/Src/Operators/Kernels/ReshapeKernel.swift
index 03cc4cad3c0926eac1a72582ab3f80f81b7cbc56..11864698c36c0104b115862f1814fb8703c6dd2f 100644
--- a/metal/paddle-mobile/paddle-mobile/Src/Operators/Kernels/ReshapeKernel.swift
+++ b/metal/paddle-mobile/paddle-mobile/Src/Operators/Kernels/ReshapeKernel.swift
@@ -34,7 +34,7 @@ class ReshapeKernel<P: PrecisionProtocol>: Kernel, Computable{
     required init(device: MTLDevice, param: ReshapeParam<P>, initContext: InitContext) throws {
         
         do {
-            try param.output.initTexture(device: device, computePrecision: GlobalConfig.shared.computePrecision)
+            try param.output.initTexture(device: device, inTranspose: param.input.transpose, computePrecision: GlobalConfig.shared.computePrecision)
         } catch let error {
             throw error
         }
diff --git a/metal/paddle-mobile/paddle-mobile/Src/Operators/Kernels/SliceKernel.swift b/metal/paddle-mobile/paddle-mobile/Src/Operators/Kernels/SliceKernel.swift
index 565c974a86f14d7df3c73931c4cb212060e82bbf..bb2b7821db07d58d3e8ac22a22972f5e68430f7d 100644
--- a/metal/paddle-mobile/paddle-mobile/Src/Operators/Kernels/SliceKernel.swift
+++ b/metal/paddle-mobile/paddle-mobile/Src/Operators/Kernels/SliceKernel.swift
@@ -23,6 +23,8 @@ public struct SliceMetalParam {
     let end1: Int16
     let end2: Int16
     let end3: Int16
+    let iC: Int32
+    let oC: Int32
 }
 
 class SliceKernel<P: PrecisionProtocol>: Kernel, Computable {
@@ -40,7 +42,7 @@ class SliceKernel<P: PrecisionProtocol>: Kernel, Computable {
     
     required init(device: MTLDevice, param: SliceParam<P>, initContext: InitContext) throws {
         do {
-            try param.output.initTexture(device: device, inTranspose: param.input.transpose, computePrecision: GlobalConfig.shared.computePrecision)
+            try param.output.initTexture(device: device, inTranspose: [0, 2, 3, 1], computePrecision: GlobalConfig.shared.computePrecision)
         } catch let error {
             throw error
         }
@@ -60,7 +62,11 @@ class SliceKernel<P: PrecisionProtocol>: Kernel, Computable {
         let end1 = ranges[1][1]
         let end2 = ranges[2][1]
         let end3 = ranges[3][1]
-        metalParam = SliceMetalParam.init(start0: start0, start1: start1, start2: start2, start3: start3, end0: end0, end1: end1, end2: end2, end3: end3)
+        
+        let iC = Int32(param.input.tensorDim[1])
+        let oC = Int32(param.output.tensorDim[1])
+        
+        metalParam = SliceMetalParam.init(start0: start0, start1: start1, start2: start2, start3: start3, end0: end0, end1: end1, end2: end2, end3: end3, iC: iC, oC: oC)
         if GlobalConfig.shared.computePrecision == .Float32 {
             super.init(device: device, inFunctionName: "slice", initContext: initContext)
         } else if GlobalConfig.shared.computePrecision == .Float16 {