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authorLes Bell <les.bell@arm.com>2019-05-17 16:17:12 +0100
committerRuomei Yan <ruomei.yan@arm.com>2019-05-22 10:42:15 +0000
commite0ca861a5846cb5039b2d4760ce70d03e5efd8f3 (patch)
tree687b9300a1e9e197c06473d2eac63ab1d3363ffe /src/armnn/NetworkQuantizationScheme.hpp
parented735043d679e5697f99badbec9c89fb29e9b6aa (diff)
downloadarmnn-e0ca861a5846cb5039b2d4760ce70d03e5efd8f3.tar.gz
IVGCVSW-3081 Quantizer min>=max error & missing layers
* relaxed the check to min > max in the quantization schemes * added missing layer support for resnet_v2_50 model * Pad, Rsqrt, Multipilcation, Subtraction, Mean * sorted methods alphabetically in Quantizerlayer & LayerVisitorBase Change-Id: I003401ff7ac89b60580c959ea8fd9d6fef66b88e Signed-off-by: Les Bell <les.bell@arm.com>
Diffstat (limited to 'src/armnn/NetworkQuantizationScheme.hpp')
-rw-r--r--src/armnn/NetworkQuantizationScheme.hpp8
1 files changed, 4 insertions, 4 deletions
diff --git a/src/armnn/NetworkQuantizationScheme.hpp b/src/armnn/NetworkQuantizationScheme.hpp
index 065205dada..a5f96a106b 100644
--- a/src/armnn/NetworkQuantizationScheme.hpp
+++ b/src/armnn/NetworkQuantizationScheme.hpp
@@ -30,9 +30,9 @@ struct QAsymm8QuantizationScheme : IQuantizationScheme
{
OffsetScalePair ComputeScheme(double min, double max) const override
{
- if (min >= max)
+ if (min > max)
{
- throw InvalidArgumentException("min >= max will result in invalid quantization.");
+ throw InvalidArgumentException("min > max will result in invalid quantization.");
}
double highest = (1 << NumBits()) - 1;
@@ -59,9 +59,9 @@ struct QSymm16QuantizationScheme : IQuantizationScheme
{
OffsetScalePair ComputeScheme(double min, double max) const override
{
- if (min >= max)
+ if (min > max)
{
- throw InvalidArgumentException("min >= max will result in invalid quantization.");
+ throw InvalidArgumentException("min > max will result in invalid quantization.");
}
double highest = (1 << (NumBits()-1)) - 1; // (numbits-1) accounts for the sign bit