/* * Copyright (c) 2018 ARM Limited. * * SPDX-License-Identifier: MIT * * Permission is hereby granted, free of charge, to any person obtaining a copy * of this software and associated documentation files (the "Software"), to * deal in the Software without restriction, including without limitation the * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or * sell copies of the Software, and to permit persons to whom the Software is * furnished to do so, subject to the following conditions: * * The above copyright notice and this permission notice shall be included in all * copies or substantial portions of the Software. * * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE * SOFTWARE. */ #include "helpers.h" #if defined(VECTOR_SIZE) && defined(START) && defined(STEP) && defined(DATA_TYPE) /** Generates a sequence of numbers starting from START and extends by increments of 'STEP' up to but not including 'END'. * * @note starting value of the sequence must be given as a preprocessor argument using -DSTART=value. e.g. -DSTART=0 * @note difference between consequtive elements of the sequence must be given as a preprocessor argument using -DSTEP=value. e.g. -DSTEP=1 * @note Datatype must be given as a preprocessor argument using -DDATA_TYPE=type. e.g. -DDATA_TYPE=short * @note vector size supported by the device must be given as a preprocessor argument using -DVECTOR_SIZE=value. e.g. -DDATA_TYPE=4 * * @param[out] out_ptr Pointer to the destination tensor. Supported data types: U8/S8/U16/S16/U32/S32/F16/F32. * @param[in] out_stride_x Stride of the destination tensor in X dimension (in bytes) * @param[in] out_step_x dst_stride_x * number of elements along X processed per workitem(in bytes) * @param[in] out_offset_first_element_in_bytes The offset of the first element in the destination tensor */ __kernel void range( VECTOR_DECLARATION(out)) { uint id = get_global_id(0) * VECTOR_SIZE; __global void *dst_ptr = out_ptr + out_offset_first_element_in_bytes + id * sizeof(DATA_TYPE); #if VECTOR_SIZE == 1 DATA_TYPE seq; seq = (DATA_TYPE)START + (DATA_TYPE)id * (DATA_TYPE)STEP; *((__global DATA_TYPE *)dst_ptr) = seq; #else // VECTOR_SIZE == 1 VEC_DATA_TYPE(DATA_TYPE, VECTOR_SIZE) seq; seq.s0 = ((DATA_TYPE)START + (DATA_TYPE)id * (DATA_TYPE)STEP); #if VECTOR_SIZE > 1 seq.s1 = seq.s0 + (DATA_TYPE)STEP; #if VECTOR_SIZE > 2 seq.s2 = seq.s1 + (DATA_TYPE)STEP; #if VECTOR_SIZE > 3 seq.s3 = seq.s2 + (DATA_TYPE)STEP; #if VECTOR_SIZE > 4 seq.s4 = seq.s3 + (DATA_TYPE)STEP; #if VECTOR_SIZE > 5 seq.s5 = seq.s4 + (DATA_TYPE)STEP; #if VECTOR_SIZE > 6 seq.s6 = seq.s5 + (DATA_TYPE)STEP; #if VECTOR_SIZE > 7 seq.s7 = seq.s6 + (DATA_TYPE)STEP; #endif // VECTOR_SIZE > 7 #endif // VECTOR_SIZE > 6 #endif // VECTOR_SIZE > 5 #endif // VECTOR_SIZE > 4 #endif // VECTOR_SIZE > 3 #endif // VECTOR_SIZE > 2 #endif // VECTOR_SIZE > 1 VSTORE(VECTOR_SIZE) (seq, 0, ((__global DATA_TYPE *)dst_ptr)); #endif //VECTOR_SIZE == 1 } #if defined(OFFSET_OUT) && defined(SCALE_OUT) #define CONVERT_RTE(x, type) (convert_##type##_rte((x))) #define CONVERT_DOWN(x, type) CONVERT_RTE(x, type) /** Generates a sequence of numbers starting from START and extends by increments of 'STEP' up to but not including 'END'. * * @note starting value of the sequence must be given as a preprocessor argument using -DSTART=value. e.g. -DSTART=0 * @note difference between consequtive elements of the sequence must be given as a preprocessor argument using -DSTEP=value. e.g. -DSTEP=1 * @note Datatype must be given as a preprocessor argument using -DDATA_TYPE=type. e.g. -DDATA_TYPE=short * @note vector size supported by the device must be given as a preprocessor argument using -DVECTOR_SIZE=vector_size. e.g. -DDATA_TYPE=4 * @note The quantization offset of the output must be passed at compile time using -DOFFSET_OUT, i.e. -DOFFSET_OUT=10 * @note The quantization scale of the output must be passed at compile time using -DSCALE_OUT, i.e. -DSCALE_OUT=10 * * @param[out] out_ptr Pointer to the destination tensor. Supported data types: QASYMM8. * @param[in] out_stride_x Stride of the destination tensor in X dimension (in bytes) * @param[in] out_step_x dst_stride_x * number of elements along X processed per workitem(in bytes) * @param[in] out_offset_first_element_in_bytes The offset of the first element in the destination tensor */ __kernel void range_quantized( VECTOR_DECLARATION(out)) { size_t id = get_global_id(0) * VECTOR_SIZE; __global void *dst_ptr = out_ptr + out_offset_first_element_in_bytes + id * sizeof(DATA_TYPE); #if VECTOR_SIZE == 1 float seq; seq = (float)START + (float)id * (float)STEP; seq = (DATA_TYPE)(int)(seq / ((float)SCALE_OUT) + (float)OFFSET_OUT); seq = max(0.0f, min(seq, 255.0f)); *((__global uchar *)dst_ptr) = CONVERT_SAT(CONVERT_DOWN(seq, int), uchar); #else // VECTOR_SIZE == 1 VEC_DATA_TYPE(float, VECTOR_SIZE) seq; seq.s0 = (float)START + id * (float)STEP; #if VECTOR_SIZE > 1 seq.s1 = seq.s0 + (float)STEP; #if VECTOR_SIZE > 2 seq.s2 = seq.s1 + (float)STEP; #if VECTOR_SIZE > 3 seq.s3 = seq.s2 + (float)STEP; #if VECTOR_SIZE > 4 seq.s4 = seq.s3 + (float)STEP; #if VECTOR_SIZE > 5 seq.s5 = seq.s4 + (float)STEP; #if VECTOR_SIZE > 6 seq.s6 = seq.s5 + (float)STEP; #if VECTOR_SIZE > 7 seq.s7 = seq.s6 + (float)STEP; #endif // VECTOR_SIZE > 7 #endif // VECTOR_SIZE > 6 #endif // VECTOR_SIZE > 5 #endif // VECTOR_SIZE > 4 #endif // VECTOR_SIZE > 3 #endif // VECTOR_SIZE > 2 #endif // VECTOR_SIZE > 1 seq = seq / ((VEC_DATA_TYPE(float, VECTOR_SIZE))((float)SCALE_OUT)) + ((VEC_DATA_TYPE(float, VECTOR_SIZE))((float)OFFSET_OUT)); seq = max((VEC_DATA_TYPE(float, VECTOR_SIZE))(0.0f), min(seq, (VEC_DATA_TYPE(float, VECTOR_SIZE))(255.0f))); VEC_DATA_TYPE(uchar, VECTOR_SIZE) res = CONVERT_SAT(CONVERT_DOWN(seq, VEC_DATA_TYPE(int, VECTOR_SIZE)), VEC_DATA_TYPE(uchar, VECTOR_SIZE)); VSTORE(VECTOR_SIZE) (res, 0, ((__global DATA_TYPE *)dst_ptr)); #endif // VECTOR_SIZE == 1 } #endif // defined(OFFSET_OUT) && defined(SCALE_OUT) #endif // defined(VECTOR_SIZE) && defined(START) && defined(STEP) && defined(DATA_TYPE)