diff options
Diffstat (limited to 'src/core/NEON/kernels/NEActivationLayerKernel.cpp')
| -rw-r--r-- | src/core/NEON/kernels/NEActivationLayerKernel.cpp | 36 |
1 files changed, 36 insertions, 0 deletions
diff --git a/src/core/NEON/kernels/NEActivationLayerKernel.cpp b/src/core/NEON/kernels/NEActivationLayerKernel.cpp index 3195411e18..4ff26c0c67 100644 --- a/src/core/NEON/kernels/NEActivationLayerKernel.cpp +++ b/src/core/NEON/kernels/NEActivationLayerKernel.cpp @@ -73,6 +73,7 @@ void NEActivationLayerKernel::configure(ITensor *input, ITensor *output, Activat { ActivationFunction::LOGISTIC, &NEActivationLayerKernel::activation<ActivationFunction::LOGISTIC, float> }, { ActivationFunction::RELU, &NEActivationLayerKernel::activation<ActivationFunction::RELU, float> }, { ActivationFunction::BOUNDED_RELU, &NEActivationLayerKernel::activation<ActivationFunction::BOUNDED_RELU, float> }, + { ActivationFunction::LU_BOUNDED_RELU, &NEActivationLayerKernel::activation<ActivationFunction::LU_BOUNDED_RELU, float> }, { ActivationFunction::LEAKY_RELU, &NEActivationLayerKernel::activation<ActivationFunction::LEAKY_RELU, float> }, { ActivationFunction::SOFT_RELU, &NEActivationLayerKernel::activation<ActivationFunction::SOFT_RELU, float> }, { ActivationFunction::SQRT, &NEActivationLayerKernel::activation<ActivationFunction::SQRT, float> }, @@ -89,6 +90,7 @@ void NEActivationLayerKernel::configure(ITensor *input, ITensor *output, Activat { ActivationFunction::LOGISTIC, &NEActivationLayerKernel::activation<ActivationFunction::LOGISTIC, float16_t> }, { ActivationFunction::RELU, &NEActivationLayerKernel::activation<ActivationFunction::RELU, float16_t> }, { ActivationFunction::BOUNDED_RELU, &NEActivationLayerKernel::activation<ActivationFunction::BOUNDED_RELU, float16_t> }, + { ActivationFunction::LU_BOUNDED_RELU, &NEActivationLayerKernel::activation<ActivationFunction::LU_BOUNDED_RELU, float16_t> }, { ActivationFunction::SOFT_RELU, &NEActivationLayerKernel::activation<ActivationFunction::SOFT_RELU, float16_t> }, { ActivationFunction::SQRT, &NEActivationLayerKernel::activation<ActivationFunction::SQRT, float16_t> }, { ActivationFunction::SQUARE, &NEActivationLayerKernel::activation<ActivationFunction::SQUARE, float16_t> }, @@ -104,6 +106,7 @@ void NEActivationLayerKernel::configure(ITensor *input, ITensor *output, Activat { ActivationFunction::LOGISTIC, &NEActivationLayerKernel::activation<ActivationFunction::LOGISTIC, qint8_t> }, { ActivationFunction::RELU, &NEActivationLayerKernel::activation<ActivationFunction::RELU, qint8_t> }, { ActivationFunction::BOUNDED_RELU, &NEActivationLayerKernel::activation<ActivationFunction::BOUNDED_RELU, qint8_t> }, + { ActivationFunction::LU_BOUNDED_RELU, &NEActivationLayerKernel::activation<ActivationFunction::LU_BOUNDED_RELU, qint8_t> }, { ActivationFunction::LEAKY_RELU, &NEActivationLayerKernel::activation<ActivationFunction::LEAKY_RELU, qint8_t> }, { ActivationFunction::SOFT_RELU, &NEActivationLayerKernel::activation<ActivationFunction::SOFT_RELU, qint8_t> }, { ActivationFunction::SQRT, &NEActivationLayerKernel::activation<ActivationFunction::SQRT, qint8_t> }, @@ -118,6 +121,7 @@ void NEActivationLayerKernel::configure(ITensor *input, ITensor *output, Activat { ActivationFunction::LOGISTIC, &NEActivationLayerKernel::activation<ActivationFunction::LOGISTIC, qint16_t> }, { ActivationFunction::RELU, &NEActivationLayerKernel::activation<ActivationFunction::RELU, qint16_t> }, { ActivationFunction::BOUNDED_RELU, &NEActivationLayerKernel::activation<ActivationFunction::BOUNDED_RELU, qint16_t> }, + { ActivationFunction::LU_BOUNDED_RELU, &NEActivationLayerKernel::activation<ActivationFunction::LU_BOUNDED_RELU, qint16_t> }, { ActivationFunction::LEAKY_RELU, &NEActivationLayerKernel::activation<ActivationFunction::LEAKY_RELU, qint16_t> }, { ActivationFunction::SOFT_RELU, &NEActivationLayerKernel::activation<ActivationFunction::SOFT_RELU, qint16_t> }, { ActivationFunction::SQRT, &NEActivationLayerKernel::activation<ActivationFunction::SQRT, qint16_t> }, @@ -211,6 +215,15 @@ typename std::enable_if<std::is_same<T, float16_t>::value, void>::type NEActivat } }; break; + case ActivationFunction::LU_BOUNDED_RELU: + tmp = + { + { + vminq_f16(a, vmaxq_f16(b, in.val[0])), + vminq_f16(a, vmaxq_f16(b, in.val[1])) + } + }; + break; case ActivationFunction::LINEAR: tmp = { @@ -370,6 +383,17 @@ typename std::enable_if<std::is_same<T, float>::value, void>::type NEActivationL } }; break; + case ActivationFunction::LU_BOUNDED_RELU: + tmp = + { + { + vminq_f32(a, vmaxq_f32(b, in.val[0])), + vminq_f32(a, vmaxq_f32(b, in.val[1])), + vminq_f32(a, vmaxq_f32(b, in.val[2])), + vminq_f32(a, vmaxq_f32(b, in.val[3])), + } + }; + break; case ActivationFunction::LEAKY_RELU: tmp = { @@ -471,6 +495,9 @@ typename std::enable_if<std::is_same<T, int8_t>::value, void>::type NEActivation case ActivationFunction::BOUNDED_RELU: tmp = vminq_qs8(a, vmaxq_qs8(CONST_0, in)); break; + case ActivationFunction::LU_BOUNDED_RELU: + tmp = vminq_qs8(a, vmaxq_qs8(b, in)); + break; case ActivationFunction::LEAKY_RELU: tmp = vbslq_s8(vcgtq_s8(in, CONST_0), in, vmulq_qs8(a, in, fixed_point_position)); break; @@ -562,6 +589,15 @@ typename std::enable_if<std::is_same<T, qint16_t>::value, void>::type NEActivati } }; break; + case ActivationFunction::LU_BOUNDED_RELU: + tmp = + { + { + vminq_qs16(a, vmaxq_qs16(b, in.val[0])), + vminq_qs16(a, vmaxq_qs16(b, in.val[1])), + } + }; + break; case ActivationFunction::LEAKY_RELU: tmp = { |