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Diffstat (limited to 'runtimes/libs/ARMComputeEx/src/core/CL/cl_kernels/topkv2_quicksort.cl')
-rw-r--r-- | runtimes/libs/ARMComputeEx/src/core/CL/cl_kernels/topkv2_quicksort.cl | 129 |
1 files changed, 129 insertions, 0 deletions
diff --git a/runtimes/libs/ARMComputeEx/src/core/CL/cl_kernels/topkv2_quicksort.cl b/runtimes/libs/ARMComputeEx/src/core/CL/cl_kernels/topkv2_quicksort.cl new file mode 100644 index 000000000..9594daf19 --- /dev/null +++ b/runtimes/libs/ARMComputeEx/src/core/CL/cl_kernels/topkv2_quicksort.cl @@ -0,0 +1,129 @@ +/* + * Copyright (c) 2018 Samsung Electronics Co., Ltd. All Rights Reserved + * Copyright (c) 2017 ARM Limited. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +#include "helpers.h" + +__global inline float *get_vec_elem(Vector *vec, int idx) +{ + return (__global float *)(vec->ptr + idx * vec->stride_x); +} + +__global inline int *get_vec_elem_int(Vector *vec, int idx) +{ + return (__global int *)(vec->ptr + idx * vec->stride_x); +} + +// A utility function to swap two elements +void swap(__global float *a, __global float *b) +{ + float t = *a; + *a = *b; + *b = t; +} + +void swap_idx(__global int *a, __global int *b) +{ + int t = *a; + *a = *b; + *b = t; +} + +/* This function is same in both iterative and recursive*/ +int partition(Vector *arr, __global int *indices, int l, int h) +{ + float x = *get_vec_elem(arr, h); + int i = (l - 1); + + for (int j = l; j <= h - 1; j++) + { + if (*get_vec_elem(arr, j) >= x) + { + i++; + swap(get_vec_elem(arr, i), get_vec_elem(arr, j)); + swap_idx(&indices[i], &indices[j]); + } + } + swap(get_vec_elem(arr, i + 1), get_vec_elem(arr, h)); + swap_idx(&indices[i + 1], &indices[h]); + return (i + 1); +} + +/* A[] --> Array to be sorted, + l --> Starting index, + h --> Ending index */ +void quickSortIterative(Vector *arr, __global int *indices, __global int *stack, int l, int h) +{ + // Create an auxiliary stack + + // initialize top of stack + int top = -1; + + // push initial values of l and h to stack + stack[++top] = l; + stack[++top] = h; + + // Keep popping from stack while is not empty + while (top >= 0) + { + // Pop h and l + h = stack[top--]; + l = stack[top--]; + + // Set pivot element at its correct position + // in sorted array + int p = partition(arr, indices, l, h); + + // If there are elements on left side of pivot, + // then push left side to stack + if (p - 1 > l) + { + stack[++top] = l; + stack[++top] = p - 1; + } + + // If there are elements on right side of pivot, + // then push right side to stack + if (p + 1 < h) + { + stack[++top] = p + 1; + stack[++top] = h; + } + } +} + +__kernel void topkv2_quicksort(VECTOR_DECLARATION(input), VECTOR_DECLARATION(topk_values), + VECTOR_DECLARATION(topk_indices), __global int *indices, + __global int *temp_stack, int k, int n) +{ + Vector input = CONVERT_TO_VECTOR_STRUCT_NO_STEP(input); + Vector topk_values = CONVERT_TO_VECTOR_STRUCT_NO_STEP(topk_values); + Vector topk_indices = CONVERT_TO_VECTOR_STRUCT_NO_STEP(topk_indices); + + for (int i = 0; i < n; ++i) + { + indices[i] = i; + } + + quickSortIterative(&input, indices, temp_stack, 0, n - 1); + + // extract k items. + for (int i = 0; i < k; ++i) + { + *get_vec_elem(&topk_values, i) = *get_vec_elem(&input, i); + *get_vec_elem_int(&topk_indices, i) = indices[i]; + } +} |