commit 8481d833783589e70191c6388c93685b4fc4a0b8
author Manuel Bottini <manuel.bottini@arm.com> Tue Dec 10 15:28:40 2019 +0000
committer Georgios Pinitas <georgios.pinitas@arm.com> Thu Jan 09 11:38:00 2020 +0000
tree 98e171bf013ad86bfe021bcc5c5a03e8634094d1
parent a35980546c00ae1647ce033b061530607a5ad1e4

COMPMID-2753: Add support for QASYMM8_SIGNED in CL kernels/functions

Change-Id: I7ed2d43f33458ba0571323f6fa9dc2e45fcd672a
Signed-off-by: Manuel Bottini <manuel.bottini@arm.com>
Reviewed-on: https://review.mlplatform.org/c/2516
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>

src/core/CL/cl_kernels/roi_align_layer_quantized.cl

diff --git a/src/core/CL/cl_kernels/roi_align_layer_quantized.cl b/src/core/CL/cl_kernels/roi_align_layer_quantized.cl
index 030731b..8093623 100644
--- a/src/core/CL/cl_kernels/roi_align_layer_quantized.cl
+++ b/src/core/CL/cl_kernels/roi_align_layer_quantized.cl
@@ -1,5 +1,5 @@
 /*
- * Copyright (c) 2019 ARM Limited.
+ * Copyright (c) 2019-2020 ARM Limited.
  *
  * SPDX-License-Identifier: MIT
  *
@@ -86,16 +86,17 @@
             const DATA_TYPE data3                 = *(__global DATA_TYPE *)tensor3D_offset(input, x_low, y_high, pz);
             const DATA_TYPE data4                 = *(__global DATA_TYPE *)tensor3D_offset(input, x_high, y_high, pz);
 #endif // defined(NHWC)
-            const float data1_f32 = dequantize_qasymm8(data1, OFFSET_IN, SCALE_IN);
-            const float data2_f32 = dequantize_qasymm8(data2, OFFSET_IN, SCALE_IN);
-            const float data3_f32 = dequantize_qasymm8(data3, OFFSET_IN, SCALE_IN);
-            const float data4_f32 = dequantize_qasymm8(data4, OFFSET_IN, SCALE_IN);
+
+            const float data1_f32 = DEQUANTIZE(data1, OFFSET_IN, SCALE_IN, DATA_TYPE, 1);
+            const float data2_f32 = DEQUANTIZE(data2, OFFSET_IN, SCALE_IN, DATA_TYPE, 1);
+            const float data3_f32 = DEQUANTIZE(data3, OFFSET_IN, SCALE_IN, DATA_TYPE, 1);
+            const float data4_f32 = DEQUANTIZE(data4, OFFSET_IN, SCALE_IN, DATA_TYPE, 1);
             sum += w1 * data1_f32 + w2 * data2_f32 + w3 * data3_f32 + w4 * data4_f32;
         }
     }
 
     const float res_f32 = sum / (grid_size_x * grid_size_y);
-    return quantize_qasymm8(res_f32, OFFSET_OUT, SCALE_OUT);
+    return QUANTIZE(res_f32, OFFSET_OUT, SCALE_OUT, DATA_TYPE, 1);
 }
 
 /** Performs a roi align function.