diff options
Diffstat (limited to 'arm_compute/runtime/NEON/functions/NESoftmaxLayer.h')
| -rw-r--r-- | arm_compute/runtime/NEON/functions/NESoftmaxLayer.h | 30 |
1 files changed, 15 insertions, 15 deletions
diff --git a/arm_compute/runtime/NEON/functions/NESoftmaxLayer.h b/arm_compute/runtime/NEON/functions/NESoftmaxLayer.h index 5043f79c23..3d981b6f75 100644 --- a/arm_compute/runtime/NEON/functions/NESoftmaxLayer.h +++ b/arm_compute/runtime/NEON/functions/NESoftmaxLayer.h @@ -1,5 +1,5 @@ /* - * Copyright (c) 2017 ARM Limited. + * Copyright (c) 2017-2018 ARM Limited. * * SPDX-License-Identifier: MIT * @@ -40,9 +40,9 @@ class ITensor; * @f[ out = \frac{e^{x - max(x)}}{\sum{e^{x - max(x)}}} @f] * * This function runs the following kernels: + * -# @ref NEFillBorderKernel * -# @ref NELogits1DMaxKernel - * -# @ref NELogits1DShiftExpSumKernel - * -# @ref NELogits1DNormKernel + * -# @ref NELogits1DSoftmaxKernel */ class NESoftmaxLayer : public IFunction { @@ -51,14 +51,16 @@ public: NESoftmaxLayer(std::shared_ptr<IMemoryManager> memory_manager = nullptr); /** Set the input and output tensors. * - * @param[in] input Source tensor. Data types supported: QS8/QS16/F16/F32. - * @param[out] output Destination tensor. Data types supported: same as @p input. - * @param[in] beta (Optional) A scaling factor for the exponent. QS8/QS16 only support a beta value of 1. + * @param[in,out] input Source tensor. Data types supported: QASYMM8/QS8/QS16/F16/F32. If the width is not a + * multiple of the internal processing block size, @ref NEFillBorderKernel replicates the + * last value of each row to the nearest multiple. + * @param[out] output Destination tensor. Data types supported: same as @p input. + * @param[in] beta (Optional) A scaling factor for the exponent. QS8/QS16 only support a beta value of 1. */ void configure(ITensor *input, ITensor *output, float beta = 1.0f); /** Static function to check if given info will lead to a valid configuration of @ref NESoftmaxLayer * - * @param[in] input Source tensor. Data types supported: QS8/QS16/F16/F32 + * @param[in] input Source tensor. Data types supported: QASYMM8/QS8/QS16/F16/F32. * @param[in] output Destination tensor. Data types supported: same as @p input * @param[in] beta (Optional) A scaling factor for the exponent. QS8/QS16 only support a beta value of 1. * @@ -70,14 +72,12 @@ public: void run() override; private: - MemoryGroup _memory_group; - NELogits1DMaxKernel _max_kernel; - NELogits1DShiftExpSumKernel _shift_exp_sum_kernel; - NELogits1DNormKernel _norm_kernel; - NEFillBorderKernel _fill_border_kernel; - Tensor _max; - Tensor _sum; - Tensor _tmp; + MemoryGroup _memory_group; + NELogits1DMaxKernel _max_kernel; + NELogits1DSoftmaxKernel _softmax_kernel; + NEFillBorderKernel _fill_border_kernel; + Tensor _max; + Tensor _tmp; }; } #endif /* __ARM_COMPUTE_NESOFTMAXLAYER_H__ */ |