COMPMID-1710: Quantization information missmatching issues.

Change-Id: I6a38fd270476bb072384c39bbfdcc940f258fd53
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com>
Reviewed-on: https://review.mlplatform.org/730
Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
diff --git a/src/core/NEON/kernels/NEScaleKernel.cpp b/src/core/NEON/kernels/NEScaleKernel.cpp
index 4cb7c3d..3d300ef 100644
--- a/src/core/NEON/kernels/NEScaleKernel.cpp
+++ b/src/core/NEON/kernels/NEScaleKernel.cpp
@@ -51,7 +51,6 @@
     ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input, 1, DataType::U8, DataType::S16, DataType::F16, DataType::F32, DataType::QASYMM8);
     ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(output);
     ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(input, output);
-    ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_QUANTIZATION_INFO(input, output);
     ARM_COMPUTE_RETURN_ERROR_ON(output == input);
     ARM_COMPUTE_RETURN_ERROR_ON(sampling_policy != SamplingPolicy::CENTER && sampling_policy != SamplingPolicy::TOP_LEFT);
     ARM_COMPUTE_UNUSED(border_mode);
diff --git a/src/runtime/NEON/functions/NEDepthwiseConvolutionLayer.cpp b/src/runtime/NEON/functions/NEDepthwiseConvolutionLayer.cpp
index db7f9af..f0fd4cf 100644
--- a/src/runtime/NEON/functions/NEDepthwiseConvolutionLayer.cpp
+++ b/src/runtime/NEON/functions/NEDepthwiseConvolutionLayer.cpp
@@ -1,5 +1,5 @@
 /*
- * Copyright (c) 2017-2018 ARM Limited.
+ * Copyright (c) 2017-2019 ARM Limited.
  *
  * SPDX-License-Identifier: MIT
  *
@@ -72,7 +72,7 @@
             accum_layout = DataLayout::NCHW;
         }
 
-        _accumulator.allocator()->init(TensorInfo(accum_shape, 1, DataType::S32, input->info()->quantization_info()));
+        _accumulator.allocator()->init(TensorInfo(accum_shape, 1, DataType::S32, output->info()->quantization_info()));
         _accumulator.info()->set_data_layout(accum_layout);
         zero_value = PixelValue(static_cast<uint32_t>(input->info()->quantization_info().offset));
     }