From fa338793ba4f4e80c4b7bb9038f35f76ef4e1b68 Mon Sep 17 00:00:00 2001 From: Vladimir Lazarev Date: Thu, 8 Oct 2020 14:30:03 +0300 Subject: [PATCH] [SYCL] Remove tests migrated to llvm-test-suite --- sycl/test/esimd/on-device/BitonicSortK.cpp | 686 ---------------- sycl/test/esimd/on-device/BitonicSortKv2.cpp | 601 -------------- sycl/test/esimd/on-device/README | 10 +- sycl/test/esimd/on-device/Stencil.cpp | 188 ----- sycl/test/esimd/on-device/accessor.cpp | 98 --- .../test/esimd/on-device/esimd_test_utils.hpp | 161 ---- sycl/test/esimd/on-device/histogram.cpp | 224 ----- .../esimd/on-device/histogram_256_slm.cpp | 190 ----- sycl/test/esimd/on-device/histogram_2d.cpp | 223 ----- .../esimd/on-device/histogram_raw_send.cpp | 249 ------ sycl/test/esimd/on-device/kmeans/kmeans.cpp | 765 ------------------ sycl/test/esimd/on-device/kmeans/kmeans.h | 25 - sycl/test/esimd/on-device/kmeans/point.h | 36 - .../esimd/on-device/kmeans/points.big.json | 1 - .../esimd/on-device/linear/bitmap_helpers.h | 292 ------- sycl/test/esimd/on-device/linear/linear.cpp | 140 ---- .../esimd/on-device/linear/linear_gold_hw.bmp | Bin 921654 -> 0 bytes .../test/esimd/on-device/linear/linear_in.bmp | Bin 921654 -> 0 bytes .../esimd/on-device/mandelbrot/golden_hw.ppm | 213 ----- .../esimd/on-device/mandelbrot/mandelbrot.cpp | 154 ---- .../esimd/on-device/mandelbrot/output.ppm | 213 ----- .../test/esimd/on-device/matrix_transpose.cpp | 426 ---------- .../esimd/on-device/matrix_transpose_glb.cpp | 389 --------- .../esimd/on-device/matrix_transpose_usm.cpp | 394 --------- sycl/test/esimd/on-device/reduction.cpp | 142 ---- sycl/test/esimd/on-device/slm_barrier.cpp | 158 ---- sycl/test/esimd/on-device/stencil2.cpp | 190 ----- sycl/test/esimd/on-device/test_id_3d.cpp | 74 -- sycl/test/esimd/on-device/vadd_1d.cpp | 89 -- sycl/test/esimd/on-device/vadd_2d.cpp | 97 --- sycl/test/esimd/on-device/vadd_raw_send.cpp | 152 ---- sycl/test/esimd/on-device/vadd_usm.cpp | 80 -- 32 files changed, 6 insertions(+), 6654 deletions(-) delete mode 100755 sycl/test/esimd/on-device/BitonicSortK.cpp delete mode 100755 sycl/test/esimd/on-device/BitonicSortKv2.cpp delete mode 100644 sycl/test/esimd/on-device/Stencil.cpp delete mode 100644 sycl/test/esimd/on-device/accessor.cpp delete mode 100644 sycl/test/esimd/on-device/esimd_test_utils.hpp delete mode 100644 sycl/test/esimd/on-device/histogram.cpp delete mode 100644 sycl/test/esimd/on-device/histogram_256_slm.cpp delete mode 100644 sycl/test/esimd/on-device/histogram_2d.cpp delete mode 100644 sycl/test/esimd/on-device/histogram_raw_send.cpp delete mode 100644 sycl/test/esimd/on-device/kmeans/kmeans.cpp delete mode 100644 sycl/test/esimd/on-device/kmeans/kmeans.h delete mode 100644 sycl/test/esimd/on-device/kmeans/point.h delete mode 100644 sycl/test/esimd/on-device/kmeans/points.big.json delete mode 100644 sycl/test/esimd/on-device/linear/bitmap_helpers.h delete mode 100644 sycl/test/esimd/on-device/linear/linear.cpp delete mode 100644 sycl/test/esimd/on-device/linear/linear_gold_hw.bmp delete mode 100644 sycl/test/esimd/on-device/linear/linear_in.bmp delete mode 100755 sycl/test/esimd/on-device/mandelbrot/golden_hw.ppm delete mode 100755 sycl/test/esimd/on-device/mandelbrot/mandelbrot.cpp delete mode 100644 sycl/test/esimd/on-device/mandelbrot/output.ppm delete mode 100755 sycl/test/esimd/on-device/matrix_transpose.cpp delete mode 100644 sycl/test/esimd/on-device/matrix_transpose_glb.cpp delete mode 100644 sycl/test/esimd/on-device/matrix_transpose_usm.cpp delete mode 100644 sycl/test/esimd/on-device/reduction.cpp delete mode 100755 sycl/test/esimd/on-device/slm_barrier.cpp delete mode 100644 sycl/test/esimd/on-device/stencil2.cpp delete mode 100755 sycl/test/esimd/on-device/test_id_3d.cpp delete mode 100644 sycl/test/esimd/on-device/vadd_1d.cpp delete mode 100644 sycl/test/esimd/on-device/vadd_2d.cpp delete mode 100644 sycl/test/esimd/on-device/vadd_raw_send.cpp delete mode 100755 sycl/test/esimd/on-device/vadd_usm.cpp diff --git a/sycl/test/esimd/on-device/BitonicSortK.cpp b/sycl/test/esimd/on-device/BitonicSortK.cpp deleted file mode 100755 index 32fb4531cdfe2..0000000000000 --- a/sycl/test/esimd/on-device/BitonicSortK.cpp +++ /dev/null @@ -1,686 +0,0 @@ -//==---------------- BitonicSortK.cpp - DPC++ ESIMD on-device test --------==// -// -// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. -// See https://llvm.org/LICENSE.txt for license information. -// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception -// -//===----------------------------------------------------------------------===// -// TODO enable on Windows and Level Zero -// REQUIRES: linux && gpu && opencl -// RUN: %clangxx-esimd -fsycl %s -o %t.out -// RUN: %ESIMD_RUN_PLACEHOLDER %t.out - -#include "esimd_test_utils.hpp" - -#include -#include -#include -#include - -using namespace cl::sycl; -using namespace sycl::INTEL::gpu; -using namespace std; - -#define LOG2_ELEMENTS 16 // 24 - -/* - * To avoid loading/storing excessive data from/to memory, the - * implementation of the bitonic sort here tries to take advantage of GRF - * space and do as much work as possible locally without going through memory. - * The algorithm is implemented using 2 kernels, cmk_bitonic_sort_256 and - * cmk_bitonic_merge. Given an input, the algorithm first divides the data - * into 256-element chunks sorted by each HW threads. Since 256 elements are - * loaded into GRFs, swapping elements within a chunk leverages - * the expressiveness of Gen register regioning. Once esimd_bitonic_sort_256 - * is complete, two neighboring segments of 256-element form a bitonic order. - * Cmk_bitonic_merge takes two 256-chunks and performs swapping elements - * based on the sorting order directions, ascending or descending. - */ - -template -ESIMD_INLINE simd cmk_read(AccTy buf, uint32_t offset) { - simd v; - offset *= sizeof(ty); -#pragma unroll - for (uint32_t i = 0; i < size; i += 32) { - v.template select<32, 1>(i) = block_load(buf, offset); - offset += 32 * sizeof(ty); - } - return v; -} - -template -ESIMD_INLINE void cmk_write(AccTy buf, uint32_t offset, simd v) { - offset *= sizeof(ty); -#pragma unroll - for (uint32_t i = 0; i < size; i += 32) { - block_store(buf, offset, v.template select<32, 1>(i)); - offset += 32 * sizeof(ty); - } -} - -const mask_type_t<32> init_mask1 = {0, 1, 1, 0, 0, 1, 1, 0, 0, 1, 1, - 0, 0, 1, 1, 0, 0, 1, 1, 0, 0, 1, - 1, 0, 0, 1, 1, 0, 0, 1, 1, 0}; - -const mask_type_t<32> init_mask2 = {0, 0, 1, 1, 1, 1, 0, 0, 0, 0, 1, - 1, 1, 1, 0, 0, 0, 0, 1, 1, 1, 1, - 0, 0, 0, 0, 1, 1, 1, 1, 0, 0}; - -const mask_type_t<32> init_mask3 = {0, 1, 0, 1, 1, 0, 1, 0, 0, 1, 0, - 1, 1, 0, 1, 0, 0, 1, 0, 1, 1, 0, - 1, 0, 0, 1, 0, 1, 1, 0, 1, 0}; - -const mask_type_t<32> init_mask4 = {0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, - 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, - 1, 1, 1, 1, 1, 1, 0, 0, 0, 0}; - -const mask_type_t<32> init_mask5 = {0, 0, 1, 1, 0, 0, 1, 1, 1, 1, 0, - 0, 1, 1, 0, 0, 0, 0, 1, 1, 0, 0, - 1, 1, 1, 1, 0, 0, 1, 1, 0, 0}; - -const mask_type_t<32> init_mask6 = {0, 1, 0, 1, 0, 1, 0, 1, 1, 0, 1, - 0, 1, 0, 1, 0, 0, 1, 0, 1, 0, 1, - 0, 1, 1, 0, 1, 0, 1, 0, 1, 0}; - -const mask_type_t<32> init_mask7 = {0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, - 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, - 1, 1, 0, 0, 0, 0, 0, 0, 0, 0}; - -const mask_type_t<32> init_mask8 = {0, 0, 0, 0, 1, 1, 1, 1, 0, 0, 0, - 0, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, - 0, 0, 1, 1, 1, 1, 0, 0, 0, 0}; - -const mask_type_t<32> init_mask9 = {0, 0, 1, 1, 0, 0, 1, 1, 0, 0, 1, - 1, 0, 0, 1, 1, 1, 1, 0, 0, 1, 1, - 0, 0, 1, 1, 0, 0, 1, 1, 0, 0}; - -const mask_type_t<32> init_mask10 = {0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, - 1, 0, 1, 0, 1, 1, 0, 1, 0, 1, 0, - 1, 0, 1, 0, 1, 0, 1, 0, 1, 0}; - -const mask_type_t<32> init_mask11 = {0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, - 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, - 1, 1, 1, 1, 1, 1, 1, 1, 1, 1}; - -const mask_type_t<32> init_mask12 = {1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, - 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, - 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}; - -const mask_type_t<32> init_mask13 = {0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, - 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, - 0, 0, 1, 1, 1, 1, 1, 1, 1, 1}; - -const mask_type_t<32> init_mask14 = {1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, - 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, - 1, 1, 0, 0, 0, 0, 0, 0, 0, 0}; - -const mask_type_t<32> init_mask15 = {0, 0, 0, 0, 1, 1, 1, 1, 0, 0, 0, - 0, 1, 1, 1, 1, 0, 0, 0, 0, 1, 1, - 1, 1, 0, 0, 0, 0, 1, 1, 1, 1}; - -const mask_type_t<32> init_mask16 = {1, 1, 1, 1, 0, 0, 0, 0, 1, 1, 1, - 1, 0, 0, 0, 0, 1, 1, 1, 1, 0, 0, - 0, 0, 1, 1, 1, 1, 0, 0, 0, 0}; - -const mask_type_t<32> init_mask17 = {0, 0, 1, 1, 0, 0, 1, 1, 0, 0, 1, - 1, 0, 0, 1, 1, 0, 0, 1, 1, 0, 0, - 1, 1, 0, 0, 1, 1, 0, 0, 1, 1}; - -const mask_type_t<32> init_mask18 = {1, 1, 0, 0, 1, 1, 0, 0, 1, 1, 0, - 0, 1, 1, 0, 0, 1, 1, 0, 0, 1, 1, - 0, 0, 1, 1, 0, 0, 1, 1, 0, 0}; - -const mask_type_t<32> init_mask19 = {0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, - 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, - 0, 1, 0, 1, 0, 1, 0, 1, 0, 1}; - -const mask_type_t<32> init_mask20 = {1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, - 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, - 1, 0, 1, 0, 1, 0, 1, 0, 1, 0}; - -#define BASE_SZ 256 -#define MAX_TS_WIDTH 512 - -// Function bitonic_exchange{1,2,4,8} compares and swaps elements with -// the particular strides -ESIMD_INLINE simd -bitonic_exchange8(simd A, simd flip) { - simd B; -#pragma unroll - for (int i = 0; i < BASE_SZ; i += 32) { - B.select<8, 1>(i) = A.select<8, 1>(i + 8); - B.select<8, 1>(i + 8) = A.select<8, 1>(i); - B.select<8, 1>(i + 16) = A.select<8, 1>(i + 24); - B.select<8, 1>(i + 24) = A.select<8, 1>(i + 16); - B.select<32, 1>(i).merge(A.select<32, 1>(i), - (A.select<32, 1>(i) < B.select<32, 1>(i)) ^ flip); - } - return B; -} - -ESIMD_INLINE simd -bitonic_exchange4(simd A, simd flip) { - simd B; -#pragma unroll - for (int i = 0; i < BASE_SZ; i += 32) { - auto MA = A.select<32, 1>(i).format(); - auto MB = B.select<32, 1>(i).format(); - MB.select<4, 1, 4, 1>(0, 0) = MA.select<4, 1, 4, 1>(0, 4); - MB.select<4, 1, 4, 1>(0, 4) = MA.select<4, 1, 4, 1>(0, 0); - B.select<32, 1>(i).merge(A.select<32, 1>(i), - (A.select<32, 1>(i) < B.select<32, 1>(i)) ^ flip); - } - return B; -} - -// The implementation of bitonic_exchange2 is similar to bitonic_exchange1. -// The only difference is stride distance and different flip vector. -// However the shuffling data patterns for stride 2 cannot be expressed -// concisely with Gen register regioning. -// we format vector A and B into matrix_ref. -// MB.select<4, 1, 2, 2>(0, 0) can be mapped to destination region well. -// MB.select<4, 1, 2, 2>(0, 0) = MA.select<4, 1, 2, 2>(0, 1); -// is compiled to -// mov(4) r34.0<2>:q r41.1<2; 1, 0>:q { Align1, Q1 } -// mov(4) r36.0<2>:q r8.1<2; 1, 0>:q { Align1, Q1 } -// mov(4) r34.1<2>:q r41.0<2; 1, 0>:q { Align1, Q1 } -// mov(4) r36.1<2>:q r8.0<2; 1, 0>:q { Align1, Q1 } -// each mov copies four 64-bit data, which is 4X SIMD efficiency -// improvement over the straightforward implementation. -ESIMD_INLINE simd -bitonic_exchange2(simd A, simd flip) { - simd B; -#pragma unroll - for (int i = 0; i < BASE_SZ; i += 32) { - auto MB = B.select<32, 1>(i).format(); - auto MA = A.select<32, 1>(i).format(); - MB.select<4, 1, 2, 2>(0, 0) = MA.select<4, 1, 2, 2>(0, 1); - MB.select<4, 1, 2, 2>(0, 1) = MA.select<4, 1, 2, 2>(0, 0); - B.select<32, 1>(i).merge(A.select<32, 1>(i), - (A.select<32, 1>(i) < B.select<32, 1>(i)) ^ flip); - } - return B; -} - -ESIMD_INLINE simd -bitonic_exchange1(simd A, simd flip) { - simd B; -#pragma unroll - // each thread is handling 256-element chunk. Each iteration - // compares and swaps two 32 elements - for (int i = 0; i < BASE_SZ; i += 32) { - // The first step is to select A's odd-position elements, - // indicated by A.select<16,2>(i), which selects 16 elements - // with stride 2 starting from location A[i], and copies - // the selected elements to B[i] location with stride 2. - auto T = B.select<32, 1>(i); - T.select<16, 2>(0) = A.select<16, 2>(i + 1); - // The next step selects 16 even-position elements starting - // from A[i+1] and copies them over to B's odd positions - // starting at B[i+1]. After the first two steps, - // all even-odd pair elements are swapped. - T.select<16, 2>(1) = A.select<16, 2>(i); - // The final step determines if the swapped pairs in B are - // the desired order and should be preserved. If not, their values - // are overwritten by their corresponding original values - // (before swapping). The comparisons determine which elements - // in B already meet the sorting order requirement and which are not. - // Consider the first two elements of A & B, B[0] and B[1] is - // the swap of A[0] and A[1]. Element-wise < comparison tells - // that A[0] < B[0], i.e., A[0] < A[1]. Since the desired sorting - // order is A[0] < A[1], however, we already swap the two values - // as we copy A to B. The XOR operation is to set the condition to - // indicate which elements in original vector A have the right sorting - // order. Those elements are then merged from A to B based on their - // corresponding conditions. Consider B[2] and B[3] in this case. - // The order already satisfies the sorting order. The flip vector - // passed to this stage is [0,1,1,0,0,1,1,0]. The flip bit of B[2] - // resets the condition so that the later merge operation preserves - // B[2] and won't copy from A[2]. - auto mask = flip ^ (A.select<32, 1>(i) < T); - T.merge(A.select<32, 1>(i), mask); - } - return B; -} - -// bitonic_merge for stage m has recursive steps to compare and swap -// elements with stride 1 << m, 1 << (m - 1), ... , 8, 4, 2, 1. -// bitonic_merge is GRF based implementation that handles stride -// 1 to 128 compare - and - swap steps.For stride <= 128, 256 data -// items are kept in GRF. All compare-and-swap can all be completely -// done with GRF locally. Doing so avoids global synchronizations -// and repeating loads/stores. Parameter n indicates that bitonic_merge -// is handling stride 1 << n for bitonic stage m. -ESIMD_INLINE void bitonic_merge(uint32_t offset, simd &A, - uint32_t n, uint32_t m) { - // dist is the stride distance for compare-and-swap - uint32_t dist = 1 << n; - // number of exchange passes we need - // this loop handles stride distance 128 down to 16. Each iteration - // the distance is halved. Due to data access patterns of stride - // 8, 4, 2 and 1 are within one GRF, those stride distance are handled - // by custom tailored code to take advantage of register regioning. - for (int k = 0; k < n - 3; k++, dist >>= 1) { - // Each HW thread process 256 data elements. For a given stride - // distance S, 256 elements are divided into 256/(2*S) groups. - // within each group, two elements with distance S apart are - // compared and swapped based on sorting direction. - // This loop basically iterates through each group. - for (int i = 0; i < BASE_SZ; i += dist * 2) { - // Every bitonic stage, we need to maintain bitonic sorting order. - // Namely, data are sorted into alternating ascending and descending - // fashion. As show in Figure 9, the light blue background regions - // are in ascending order, the light green background regions in - // descending order. Whether data are in ascending or descending - // regions depends on their position and the current bitonic stage - // they are in. "offset+i" the position. For stage m, data of - // chunks of 1<<(m+1) elements in all the stride steps have the - // same order. - bool dir_up = (((offset + i) >> (m + 1)) & 1) == 0; - // each iteration swap 2 16-element chunks - for (int j = 0; j < (dist >> 4); j++) { - simd T = A.select<16, 1>(i + j * 16); - auto T1 = A.select<16, 1>(i + j * 16); - auto T2 = A.select<16, 1>(i + j * 16 + dist); - if (dir_up) { - T1.merge(T2, T2 < T1); - T2.merge(T, T > T2); - } else { - T1.merge(T2, T2 > T1); - T2.merge(T, T < T2); - } - } - } - } - - // Stride 1, 2, 4, and 8 in bitonic_merge are custom tailored to - // take advantage of register regioning. The implementation is - // similar to bitonic_exchange{1,2,4,8}. - - // exchange 8 - simd flip13(init_mask13); - simd flip14(init_mask14); - simd B; - for (int i = 0; i < BASE_SZ; i += 32) { - B.select<8, 1>(i) = A.select<8, 1>(i + 8); - B.select<8, 1>(i + 8) = A.select<8, 1>(i); - B.select<8, 1>(i + 16) = A.select<8, 1>(i + 24); - B.select<8, 1>(i + 24) = A.select<8, 1>(i + 16); - bool dir_up = (((offset + i) >> (m + 1)) & 1) == 0; - if (dir_up) - B.select<32, 1>(i).merge(A.select<32, 1>(i), - (A.select<32, 1>(i) < B.select<32, 1>(i)) ^ - flip13); - else - B.select<32, 1>(i).merge(A.select<32, 1>(i), - (A.select<32, 1>(i) < B.select<32, 1>(i)) ^ - flip14); - } - - // exchange 4 - simd flip15(init_mask15); - simd flip16(init_mask16); -#pragma unroll - for (int i = 0; i < BASE_SZ; i += 32) { - auto MA = A.select<32, 1>(i).format(); - auto MB = B.select<32, 1>(i).format(); - MA.select<4, 1, 4, 1>(0, 0) = MB.select<4, 1, 4, 1>(0, 4); - MA.select<4, 1, 4, 1>(0, 4) = MB.select<4, 1, 4, 1>(0, 0); - bool dir_up = (((offset + i) >> (m + 1)) & 1) == 0; - if (dir_up) - A.select<32, 1>(i).merge(B.select<32, 1>(i), - (B.select<32, 1>(i) < A.select<32, 1>(i)) ^ - flip15); - else - A.select<32, 1>(i).merge(B.select<32, 1>(i), - (B.select<32, 1>(i) < A.select<32, 1>(i)) ^ - flip16); - } - - // exchange 2 - simd flip17(init_mask17); - simd flip18(init_mask18); -#pragma unroll - for (int i = 0; i < BASE_SZ; i += 32) { - auto MB = B.select<32, 1>(i).format(); - auto MA = A.select<32, 1>(i).format(); - - MB.select<4, 1, 2, 2>(0, 0) = MA.select<4, 1, 2, 2>(0, 1); - MB.select<4, 1, 2, 2>(0, 1) = MA.select<4, 1, 2, 2>(0, 0); - bool dir_up = (((offset + i) >> (m + 1)) & 1) == 0; - if (dir_up) - B.select<32, 1>(i).merge(A.select<32, 1>(i), - (A.select<32, 1>(i) < B.select<32, 1>(i)) ^ - flip17); - else - B.select<32, 1>(i).merge(A.select<32, 1>(i), - (A.select<32, 1>(i) < B.select<32, 1>(i)) ^ - flip18); - } - // exchange 1 - simd flip19(init_mask19); - simd flip20(init_mask20); -#pragma unroll - // Each iteration compares and swaps 2 32-element chunks - for (int i = 0; i < BASE_SZ; i += 32) { - // As aforementioned in bitonic_exchange1. - // switch even and odd elements of B and put them in A. - auto T = A.select<32, 1>(i); - T.select<16, 2>(0) = B.select<16, 2>(i + 1); - T.select<16, 2>(1) = B.select<16, 2>(i); - // determine whether data are in ascending or descending regions - // depends on their position and the current bitonic stage - // they are in. "offset+i" is the position. For stage m, - // data of chunks of 1<<(m+1) elements in all the stride steps - // have the same order. For instance, in stage 4, all first 32 elements - // are in ascending order and the next 32 elements are in descending - // order. "&1" determines the alternating ascending and descending order. - bool dir_up = (((offset + i) >> (m + 1)) & 1) == 0; - // choose flip vector based on the direction (ascending or descending). - // Compare and swap - if (dir_up) - A.select<32, 1>(i).merge(B.select<32, 1>(i), - (B.select<32, 1>(i) < T) ^ flip19); - else - A.select<32, 1>(i).merge(B.select<32, 1>(i), - (B.select<32, 1>(i) < T) ^ flip20); - } -} - -// sorting 256 elements in ascending or descending order -template -ESIMD_INLINE void cmk_bitonic_sort_256(AccTy1 buf1, AccTy2 buf2, uint32_t idx) { - uint h_pos = idx; - uint32_t offset = (h_pos * BASE_SZ); - - // The first few stages are implemented with double buffers, A and B, - // which reside in GRF.The output of a stride exchange step is fed - // into the next exchange step as the input.cmk_read loads a 256-element - // chunk starting at offset into vector A. The flip vectors basically - // indicate what the desired sorting order for swapping. - simd A; - simd B; - A = cmk_read(buf1, offset); - - simd flip1(init_mask1); - - simd mask; - // stage 0 - B = bitonic_exchange1(A, flip1); - // stage 1 - simd flip2(init_mask2); - simd flip3(init_mask3); - A = bitonic_exchange2(B, flip2); - B = bitonic_exchange1(A, flip3); - // stage 2 - simd flip4(init_mask4); - simd flip5(init_mask5); - simd flip6(init_mask6); - A = bitonic_exchange4(B, flip4); - B = bitonic_exchange2(A, flip5); - A = bitonic_exchange1(B, flip6); - // stage 3 - simd flip7(init_mask7); - simd flip8(init_mask8); - simd flip9(init_mask9); - simd flip10(init_mask10); - B = bitonic_exchange8(A, flip7); - A = bitonic_exchange4(B, flip8); - B = bitonic_exchange2(A, flip9); - A = bitonic_exchange1(B, flip10); - // stage 4,5,6,7 use generic bitonic_merge routine - for (int i = 4; i < 8; i++) - bitonic_merge(h_pos * BASE_SZ, A, i, i); - - // cmk_write writes out sorted data to the output buffer. - cmk_write(buf2, offset, A); -} - -template -ESIMD_INLINE void cmk_bitonic_merge(AccTy buf, uint32_t n, uint32_t m, - uint32_t idx) { - // threads are mapped to a 2D space. take 2D origin (x,y) and unfold them - // to get the thread position in 1D space. use tid read the data chunks - // the thread needs to read from the index surface - uint tid = idx; - // which 2-to-(n+1) segment the thread needs to work on - // each thread swap two 256-element blocks. - uint32_t seg = tid / (1 << (n - 8)); - uint32_t seg_sz = 1 << (n + 1); - // calculate the offset of the data this HW is reading. seg*seg_sz is - // the starting address of the segment the thread is in. As aforementioned, - // each segment needs 1<<(n-8) threads. tid%(1<<(n-8) which 256-element - // chunk within the segment this HW thread is processing. - uint32_t offset = (seg * seg_sz + (tid % (1 << (n - 8)) * BASE_SZ)); - // stride distance - uint32_t dist = 1 << n; - // determine whether data are in ascending or descending regions depends on - // their position and the current bitonic stage they are in. - // "offset" is the position. For stage m, data of chunks of 1<<(m+1) - // elements in all the stride steps have the same order. - // "&1" determines the alternating ascending and descending order. - bool dir_up = ((offset >> (m + 1)) & 1) == 0; - // read oword 32 elements each time - simd A; - simd B; - -#pragma unroll - for (int i = 0; i < BASE_SZ; i += 32) { - // byte offset - A.select<32, 1>(i) = cmk_read(buf, (offset + i)); - B.select<32, 1>(i) = - cmk_read(buf, (offset + i + dist)); - // compare 32 elements at a time and merge the result based on - // the sorting direction - simd T = A.select<32, 1>(i); - if (dir_up) { - A.select<32, 1>(i).merge(B.select<32, 1>(i), - B.select<32, 1>(i) < A.select<32, 1>(i)); - B.select<32, 1>(i).merge(T, T > B.select<32, 1>(i)); - } else { - A.select<32, 1>(i).merge(B.select<32, 1>(i), - B.select<32, 1>(i) > A.select<32, 1>(i)); - B.select<32, 1>(i).merge(T, T < B.select<32, 1>(i)); - } - } - // Once stride distance 256 is reached, all subsequent recursive steps - // (n = 7, 6, ..., 1) can be resolved locally as all data reside - // in vector A and B. Thus, reduce the overhead of returning back to - // the host side and relaunch tasks. Also writing data back to - // memory and reading it back is avoided. bitonic_merge is - // the routine explained earlier. - if (n == 8) { - // Vector A has 256 elements. Call bitonic_merge to process - // the remaining stride distance for A. A's sorted result is - // immediately written out to memory. Doing so avoids spilling - // because A's lifetime ends without interfering with - // bitonic_merge(... B ...) - bitonic_merge(offset, A, 7, m); - cmk_write(buf, offset, A); - bitonic_merge(offset + dist, B, 7, m); - cmk_write(buf, (offset + dist), B); - } else { - cmk_write(buf, offset, A); - cmk_write(buf, (offset + dist), B); - } -} - -static double report_time(const string &msg, event e0, event en) { - cl_ulong time_start = - e0.get_profiling_info(); - cl_ulong time_end = - en.get_profiling_info(); - double elapsed = (time_end - time_start) / 1e6; - cout << msg << elapsed << " milliseconds" << std::endl; - return elapsed; -} - -struct BitonicSort { - enum { - base_sort_size_ = 256, - base_split_size_ = base_sort_size_ << 1, - base_merge_size_ = 256 - }; - uint32_t size_; - uint32_t *pInputs_; - uint32_t *pActualOutputs_; - uint32_t *pExpectOutputs_; - uint32_t *pSortDirections_; - queue *pQueue_; - -public: - bool Run(queue *pQ, uint32_t size) { - bool result = true; - Setup(pQ, size); - RunExpect(); - RunActual(); - return Validate(); - } - void Setup(queue *pQ, uint32_t size); - void RunActual(); - void RunExpect(); - bool Validate(); - int Solve(uint32_t *pInputs, uint32_t *pOutputs, uint32_t size); - void Teardown(); -}; - -#define MAX_TS_WIDTH 512 - -void BitonicSort::Setup(queue *pQ, uint32_t size) { - size_ = size; - pQueue_ = pQ; - pSortDirections_ = new uint32_t[size_ / base_sort_size_]; - memset(pSortDirections_, 0, sizeof(uint32_t) * (size_ / base_sort_size_)); - - pSortDirections_[0] = 0; - for (uint32_t scale = 1; scale < size_ / 256; scale <<= 1) { - for (uint32_t i = 0; i < scale; i++) { - pSortDirections_[scale + i] = !pSortDirections_[i]; - } - } - - pInputs_ = new uint32_t[size_]; - for (uint32_t i = 0; i < size_; ++i) { - pInputs_[i] = rand(); - // pInputs_[i] = rand() % (1 << 15); - } - - pActualOutputs_ = new uint32_t[size_]; - memset(pActualOutputs_, 0, sizeof(uint32_t) * size_); - - pExpectOutputs_ = new uint32_t[size_]; - memcpy(pExpectOutputs_, pInputs_, sizeof(uint32_t) * size_); -} - -void BitonicSort::RunActual() { Solve(pInputs_, pActualOutputs_, size_); } - -void BitonicSort::RunExpect() { - std::sort(pExpectOutputs_, pExpectOutputs_ + size_); -} - -bool BitonicSort::Validate() { - for (uint32_t i = 0; i < size_; ++i) { - if (pExpectOutputs_[i] != pActualOutputs_[i]) { - cout << "Difference is detected at i= " << i - << " Expect = " << pExpectOutputs_[i] - << " Actual = " << pActualOutputs_[i] << std::endl; - return false; - } - } - return true; -} - -int BitonicSort::Solve(uint32_t *pInputs, uint32_t *pOutputs, uint32_t size) { - uint32_t width, height; // thread space width and height - uint32_t total_threads = size / base_sort_size_; - // create ranges - // We need that many workitems - auto SortGlobalRange = cl::sycl::range<1>(total_threads); - // Number of workitems in a workgroup - cl::sycl::range<1> SortLocalRange{1}; - - double total_time = 0; - { - buffer bufi(pInputs, range<1>(size)); - buffer bufo(pOutputs, range<1>(size)); - // enqueue sort265 kernel - auto e = pQueue_->submit([&](handler &cgh) { - auto acci = bufi.get_access(cgh); - auto acco = bufo.get_access(cgh); - cgh.parallel_for(SortGlobalRange * SortLocalRange, - [=](id<1> i) SYCL_ESIMD_KERNEL { - using namespace sycl::INTEL::gpu; - cmk_bitonic_sort_256(acci, acco, i); - }); - }); - e.wait(); - total_time += report_time("kernel time", e, e); - } - - // Each HW thread swap two 256-element chunks. Hence, we only need - // to launch size/ (base_sort_size*2) HW threads - total_threads = size / (base_sort_size_ * 2); - // create ranges - // We need that many workitems - auto MergeGlobalRange = cl::sycl::range<1>(total_threads); - // Number of workitems in a workgroup - cl::sycl::range<1> MergeLocalRange{1}; - - // enqueue merge kernel multiple times - // this loop is for stage 8 to stage LOG2_ELEMENTS. - event mergeEvent[(LOG2_ELEMENTS - 8) * (LOG2_ELEMENTS - 7) / 2]; - int k = 0; - for (int i = 8; i < LOG2_ELEMENTS; i++) { - // each step halves the stride distance of its prior step. - // 1<= 8; j--) { - buffer buf(pOutputs, range<1>(size)); - mergeEvent[k] = pQueue_->submit([&](handler &cgh) { - auto acc = buf.get_access(cgh); - cgh.parallel_for(MergeGlobalRange * MergeLocalRange, - [=](id<1> tid) SYCL_ESIMD_KERNEL { - using namespace sycl::INTEL::gpu; - cmk_bitonic_merge(acc, j, i, tid); - }); - }); - k++; - } - } - mergeEvent[k - 1].wait(); - total_time += report_time("kernel time", mergeEvent[0], mergeEvent[k - 1]); - - cout << " Sorting Time = " << total_time << " msec " << std::endl; - return 1; -} - -void BitonicSort::Teardown() { - delete[] pExpectOutputs_; - delete[] pInputs_; - delete[] pActualOutputs_; - delete[] pSortDirections_; -} - -int main(int argc, char *argv[]) { - int size = 1 << LOG2_ELEMENTS; - cout << "BitonicSort (" << size << ") Start..." << std::endl; - - queue q(esimd_test::ESIMDSelector{}, esimd_test::createExceptionHandler(), - property::queue::enable_profiling{}); - - BitonicSort bitonicSort; - - bool passed = bitonicSort.Run(&q, size); - - bitonicSort.Teardown(); - - cout << (passed ? "=> PASSED" : "=> FAILED") << std::endl << std::endl; - - return !passed; -} diff --git a/sycl/test/esimd/on-device/BitonicSortKv2.cpp b/sycl/test/esimd/on-device/BitonicSortKv2.cpp deleted file mode 100755 index 9c3d4f5417c3c..0000000000000 --- a/sycl/test/esimd/on-device/BitonicSortKv2.cpp +++ /dev/null @@ -1,601 +0,0 @@ -//==---------------- BitonicSortKv2.cpp - DPC++ ESIMD on-device test ------==// -// -// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. -// See https://llvm.org/LICENSE.txt for license information. -// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception -// -//===----------------------------------------------------------------------===// -// TODO enable on Windows and Level Zero -// REQUIRES: linux && gpu && opencl -// RUN: %clangxx-esimd -fsycl %s -o %t.out -// RUN: env SYCL_DEVICE_TYPE=HOST %t.out -// RUN: %ESIMD_RUN_PLACEHOLDER %t.out - -#include "esimd_test_utils.hpp" - -#include -#include -#include -#include - -using namespace cl::sycl; -using namespace sycl::INTEL::gpu; -using namespace std; - -#define LOG2_ELEMENTS 16 // 24 - -/* - * To avoid loading/storing excessive data from/to memory, the - * implementation of the bitonic sort here tries to take advantage of GRF - * space and do as much work as possible locally without going through memory. - * The algorithm is implemented using 2 kernels, cmk_bitonic_sort_256 and - * cmk_bitonic_merge. Given an input, the algorithm first divides the data - * into 256-element chunks sorted by each HW threads. Since 256 elements are - * loaded into GRFs, swapping elements within a chunk leverages - * the expressiveness of Gen register regioning. Once esimd_bitonic_sort_256 - * is complete, two neighboring segments of 256-element form a bitonic order. - * Cmk_bitonic_merge takes two 256-chunks and performs swapping elements - * based on the sorting order directions, ascending or descending. - */ - -template -ESIMD_INLINE simd cmk_read(ty *buf, uint32_t offset) { - simd v; -#pragma unroll - for (uint32_t i = 0; i < size; i += 32) { - v.template select<32, 1>(i) = block_load(buf + offset + i); - } - return v; -} - -template -ESIMD_INLINE void cmk_write(ty *buf, uint32_t offset, simd v) { -#pragma unroll - for (uint32_t i = 0; i < size; i += 32) { - block_store(buf + offset + i, v.template select<32, 1>(i)); - } -} - -#define BASE_SZ 256 -#define MAX_TS_WIDTH 512 - -// Function bitonic_exchange{1,2,4,8} compares and swaps elements with -// the particular strides -ESIMD_INLINE simd -bitonic_exchange8(simd A, simd flip) { - simd B; -#pragma unroll - for (int i = 0; i < BASE_SZ; i += 32) { - B.select<8, 1>(i) = A.select<8, 1>(i + 8); - B.select<8, 1>(i + 8) = A.select<8, 1>(i); - B.select<8, 1>(i + 16) = A.select<8, 1>(i + 24); - B.select<8, 1>(i + 24) = A.select<8, 1>(i + 16); - B.select<32, 1>(i).merge(A.select<32, 1>(i), - (A.select<32, 1>(i) < B.select<32, 1>(i)) ^ flip); - } - return B; -} - -ESIMD_INLINE simd -bitonic_exchange4(simd A, simd flip) { - simd B; -#pragma unroll - for (int i = 0; i < BASE_SZ; i += 32) { - auto MA = A.select<32, 1>(i).format(); - auto MB = B.select<32, 1>(i).format(); - MB.select<4, 1, 4, 1>(0, 0) = MA.select<4, 1, 4, 1>(0, 4); - MB.select<4, 1, 4, 1>(0, 4) = MA.select<4, 1, 4, 1>(0, 0); - B.select<32, 1>(i).merge(A.select<32, 1>(i), - (A.select<32, 1>(i) < B.select<32, 1>(i)) ^ flip); - } - return B; -} - -// The implementation of bitonic_exchange2 is similar to bitonic_exchange1. -// The only difference is stride distance and different flip vector. -// However the shuffling data patterns for stride 2 cannot be expressed -// concisely with Gen register regioning. -// we format vector A and B into matrix_ref. -// MB.select<4, 1, 2, 2>(0, 0) can be mapped to destination region well. -// MB.select<4, 1, 2, 2>(0, 0) = MA.select<4, 1, 2, 2>(0, 1); -// is compiled to -// mov(4) r34.0<2>:q r41.1<2; 1, 0>:q { Align1, Q1 } -// mov(4) r36.0<2>:q r8.1<2; 1, 0>:q { Align1, Q1 } -// mov(4) r34.1<2>:q r41.0<2; 1, 0>:q { Align1, Q1 } -// mov(4) r36.1<2>:q r8.0<2; 1, 0>:q { Align1, Q1 } -// each mov copies four 64-bit data, which is 4X SIMD efficiency -// improvement over the straightforward implementation. -ESIMD_INLINE simd -bitonic_exchange2(simd A, simd flip) { - simd B; -#pragma unroll - for (int i = 0; i < BASE_SZ; i += 32) { - auto MB = B.select<32, 1>(i).format(); - auto MA = A.select<32, 1>(i).format(); - MB.select<4, 1, 2, 2>(0, 0) = MA.select<4, 1, 2, 2>(0, 1); - MB.select<4, 1, 2, 2>(0, 1) = MA.select<4, 1, 2, 2>(0, 0); - B.select<32, 1>(i).merge(A.select<32, 1>(i), - (A.select<32, 1>(i) < B.select<32, 1>(i)) ^ flip); - } - return B; -} - -ESIMD_INLINE simd -bitonic_exchange1(simd A, simd flip) { - simd B; -#pragma unroll - // each thread is handling 256-element chunk. Each iteration - // compares and swaps two 32 elements - for (int i = 0; i < BASE_SZ; i += 32) { - // The first step is to select A's odd-position elements, - // indicated by A.select<16,2>(i), which selects 16 elements - // with stride 2 starting from location A[i], and copies - // the selected elements to B[i] location with stride 2. - auto T = B.select<32, 1>(i); - T.select<16, 2>(0) = A.select<16, 2>(i + 1); - // The next step selects 16 even-position elements starting - // from A[i+1] and copies them over to B's odd positions - // starting at B[i+1]. After the first two steps, - // all even-odd pair elements are swapped. - T.select<16, 2>(1) = A.select<16, 2>(i); - // The final step determines if the swapped pairs in B are - // the desired order and should be preserved. If not, their values - // are overwritten by their corresponding original values - // (before swapping). The comparisons determine which elements - // in B already meet the sorting order requirement and which are not. - // Consider the first two elements of A & B, B[0] and B[1] is - // the swap of A[0] and A[1]. Element-wise < comparison tells - // that A[0] < B[0], i.e., A[0] < A[1]. Since the desired sorting - // order is A[0] < A[1], however, we already swap the two values - // as we copy A to B. The XOR operation is to set the condition to - // indicate which elements in original vector A have the right sorting - // order. Those elements are then merged from A to B based on their - // corresponding conditions. Consider B[2] and B[3] in this case. - // The order already satisfies the sorting order. The flip vector - // passed to this stage is [0,1,1,0,0,1,1,0]. The flip bit of B[2] - // resets the condition so that the later merge operation preserves - // B[2] and won't copy from A[2]. - auto mask = flip ^ (A.select<32, 1>(i) < T); - T.merge(A.select<32, 1>(i), mask); - } - return B; -} - -// bitonic_merge for stage m has recursive steps to compare and swap -// elements with stride 1 << m, 1 << (m - 1), ... , 8, 4, 2, 1. -// bitonic_merge is GRF based implementation that handles stride -// 1 to 128 compare - and - swap steps.For stride <= 128, 256 data -// items are kept in GRF. All compare-and-swap can all be completely -// done with GRF locally. Doing so avoids global synchronizations -// and repeating loads/stores. Parameter n indicates that bitonic_merge -// is handling stride 1 << n for bitonic stage m. -ESIMD_INLINE void bitonic_merge(uint32_t offset, simd &A, - uint32_t n, uint32_t m) { - // dist is the stride distance for compare-and-swap - uint32_t dist = 1 << n; - // number of exchange passes we need - // this loop handles stride distance 128 down to 16. Each iteration - // the distance is halved. Due to data access patterns of stride - // 8, 4, 2 and 1 are within one GRF, those stride distance are handled - // by custom tailored code to take advantage of register regioning. - for (int k = 0; k < n - 3; k++, dist >>= 1) { - // Each HW thread process 256 data elements. For a given stride - // distance S, 256 elements are divided into 256/(2*S) groups. - // within each group, two elements with distance S apart are - // compared and swapped based on sorting direction. - // This loop basically iterates through each group. - for (int i = 0; i < BASE_SZ; i += dist * 2) { - // Every bitonic stage, we need to maintain bitonic sorting order. - // Namely, data are sorted into alternating ascending and descending - // fashion. As show in Figure 9, the light blue background regions - // are in ascending order, the light green background regions in - // descending order. Whether data are in ascending or descending - // regions depends on their position and the current bitonic stage - // they are in. "offset+i" the position. For stage m, data of - // chunks of 1<<(m+1) elements in all the stride steps have the - // same order. - bool dir_up = (((offset + i) >> (m + 1)) & 1) == 0; - // each iteration swap 2 16-element chunks - for (int j = 0; j < (dist >> 4); j++) { - simd T = A.select<16, 1>(i + j * 16); - auto T1 = A.select<16, 1>(i + j * 16); - auto T2 = A.select<16, 1>(i + j * 16 + dist); - if (dir_up) { - T1.merge(T2, T2 < T1); - T2.merge(T, T > T2); - } else { - T1.merge(T2, T2 > T1); - T2.merge(T, T < T2); - } - } - } - } - - // Stride 1, 2, 4, and 8 in bitonic_merge are custom tailored to - // take advantage of register regioning. The implementation is - // similar to bitonic_exchange{1,2,4,8}. - - // exchange 8 - simd flip13 = esimd_unpack_mask<32>(0xff00ff00); //(init_mask13); - simd flip14 = esimd_unpack_mask<32>(0x00ff00ff); //(init_mask14); - simd B; - for (int i = 0; i < BASE_SZ; i += 32) { - B.select<8, 1>(i) = A.select<8, 1>(i + 8); - B.select<8, 1>(i + 8) = A.select<8, 1>(i); - B.select<8, 1>(i + 16) = A.select<8, 1>(i + 24); - B.select<8, 1>(i + 24) = A.select<8, 1>(i + 16); - bool dir_up = (((offset + i) >> (m + 1)) & 1) == 0; - if (dir_up) - B.select<32, 1>(i).merge(A.select<32, 1>(i), - (A.select<32, 1>(i) < B.select<32, 1>(i)) ^ - flip13); - else - B.select<32, 1>(i).merge(A.select<32, 1>(i), - (A.select<32, 1>(i) < B.select<32, 1>(i)) ^ - flip14); - } - - // exchange 4 - simd flip15 = esimd_unpack_mask<32>(0xf0f0f0f0); //(init_mask15); - simd flip16 = esimd_unpack_mask<32>(0x0f0f0f0f); //(init_mask16); -#pragma unroll - for (int i = 0; i < BASE_SZ; i += 32) { - auto MA = A.select<32, 1>(i).format(); - auto MB = B.select<32, 1>(i).format(); - MA.select<4, 1, 4, 1>(0, 0) = MB.select<4, 1, 4, 1>(0, 4); - MA.select<4, 1, 4, 1>(0, 4) = MB.select<4, 1, 4, 1>(0, 0); - bool dir_up = (((offset + i) >> (m + 1)) & 1) == 0; - if (dir_up) - A.select<32, 1>(i).merge(B.select<32, 1>(i), - (B.select<32, 1>(i) < A.select<32, 1>(i)) ^ - flip15); - else - A.select<32, 1>(i).merge(B.select<32, 1>(i), - (B.select<32, 1>(i) < A.select<32, 1>(i)) ^ - flip16); - } - - // exchange 2 - simd flip17 = esimd_unpack_mask<32>(0xcccccccc); //(init_mask17); - simd flip18 = esimd_unpack_mask<32>(0x33333333); //(init_mask18); -#pragma unroll - for (int i = 0; i < BASE_SZ; i += 32) { - auto MB = B.select<32, 1>(i).format(); - auto MA = A.select<32, 1>(i).format(); - - MB.select<4, 1, 2, 2>(0, 0) = MA.select<4, 1, 2, 2>(0, 1); - MB.select<4, 1, 2, 2>(0, 1) = MA.select<4, 1, 2, 2>(0, 0); - bool dir_up = (((offset + i) >> (m + 1)) & 1) == 0; - if (dir_up) - B.select<32, 1>(i).merge(A.select<32, 1>(i), - (A.select<32, 1>(i) < B.select<32, 1>(i)) ^ - flip17); - else - B.select<32, 1>(i).merge(A.select<32, 1>(i), - (A.select<32, 1>(i) < B.select<32, 1>(i)) ^ - flip18); - } - // exchange 1 - simd flip19 = esimd_unpack_mask<32>(0xaaaaaaaa); //(init_mask19); - simd flip20 = esimd_unpack_mask<32>(0x55555555); //(init_mask20); -#pragma unroll - // Each iteration compares and swaps 2 32-element chunks - for (int i = 0; i < BASE_SZ; i += 32) { - // As aforementioned in bitonic_exchange1. - // switch even and odd elements of B and put them in A. - auto T = A.select<32, 1>(i); - T.select<16, 2>(0) = B.select<16, 2>(i + 1); - T.select<16, 2>(1) = B.select<16, 2>(i); - // determine whether data are in ascending or descending regions - // depends on their position and the current bitonic stage - // they are in. "offset+i" is the position. For stage m, - // data of chunks of 1<<(m+1) elements in all the stride steps - // have the same order. For instance, in stage 4, all first 32 elements - // are in ascending order and the next 32 elements are in descending - // order. "&1" determines the alternating ascending and descending order. - bool dir_up = (((offset + i) >> (m + 1)) & 1) == 0; - // choose flip vector based on the direction (ascending or descending). - // Compare and swap - if (dir_up) - A.select<32, 1>(i).merge(B.select<32, 1>(i), - (B.select<32, 1>(i) < T) ^ flip19); - else - A.select<32, 1>(i).merge(B.select<32, 1>(i), - (B.select<32, 1>(i) < T) ^ flip20); - } -} - -// sorting 256 elements in ascending or descending order -ESIMD_INLINE void cmk_bitonic_sort_256(uint32_t *buf1, uint32_t *buf2, - uint32_t idx) { - uint h_pos = idx; - uint32_t offset = (h_pos * BASE_SZ); - - // The first few stages are implemented with double buffers, A and B, - // which reside in GRF.The output of a stride exchange step is fed - // into the next exchange step as the input.cmk_read loads a 256-element - // chunk starting at offset into vector A. The flip vectors basically - // indicate what the desired sorting order for swapping. - simd A; - simd B; - A = cmk_read(buf1, offset); - - simd flip1 = esimd_unpack_mask<32>(0x66666666); //(init_mask1); - - simd mask; - // stage 0 - B = bitonic_exchange1(A, flip1); - // stage 1 - simd flip2 = esimd_unpack_mask<32>(0x3c3c3c3c); //(init_mask2); - simd flip3 = esimd_unpack_mask<32>(0x5a5a5a5a); //(init_mask3); - A = bitonic_exchange2(B, flip2); - B = bitonic_exchange1(A, flip3); - // stage 2 - simd flip4 = esimd_unpack_mask<32>(0x0ff00ff0); //(init_mask4); - simd flip5 = esimd_unpack_mask<32>(0x33cc33cc); //(init_mask5); - simd flip6 = esimd_unpack_mask<32>(0x55aa55aa); //(init_mask6); - A = bitonic_exchange4(B, flip4); - B = bitonic_exchange2(A, flip5); - A = bitonic_exchange1(B, flip6); - // stage 3 - simd flip7 = esimd_unpack_mask<32>(0x00ffff00); //(init_mask7); - simd flip8 = esimd_unpack_mask<32>(0x0f0ff0f0); //(init_mask8); - simd flip9 = esimd_unpack_mask<32>(0x3333cccc); //(init_mask9); - simd flip10 = esimd_unpack_mask<32>(0x5555aaaa); //(init_mask10); - B = bitonic_exchange8(A, flip7); - A = bitonic_exchange4(B, flip8); - B = bitonic_exchange2(A, flip9); - A = bitonic_exchange1(B, flip10); - // stage 4,5,6,7 use generic bitonic_merge routine - for (int i = 4; i < 8; i++) - bitonic_merge(h_pos * BASE_SZ, A, i, i); - - // cmk_write writes out sorted data to the output buffer. - cmk_write(buf2, offset, A); -} - -ESIMD_INLINE void cmk_bitonic_merge(uint32_t *buf, uint32_t n, uint32_t m, - uint32_t idx) { - // threads are mapped to a 2D space. take 2D origin (x,y) and unfold them - // to get the thread position in 1D space. use tid read the data chunks - // the thread needs to read from the index surface - uint tid = idx; - // which 2-to-(n+1) segment the thread needs to work on - // each thread swap two 256-element blocks. - uint32_t seg = tid / (1 << (n - 8)); - uint32_t seg_sz = 1 << (n + 1); - // calculate the offset of the data this HW is reading. seg*seg_sz is - // the starting address of the segment the thread is in. As aforementioned, - // each segment needs 1<<(n-8) threads. tid%(1<<(n-8) which 256-element - // chunk within the segment this HW thread is processing. - uint32_t offset = (seg * seg_sz + (tid % (1 << (n - 8)) * BASE_SZ)); - // stride distance - uint32_t dist = 1 << n; - // determine whether data are in ascending or descending regions depends on - // their position and the current bitonic stage they are in. - // "offset" is the position. For stage m, data of chunks of 1<<(m+1) - // elements in all the stride steps have the same order. - // "&1" determines the alternating ascending and descending order. - bool dir_up = ((offset >> (m + 1)) & 1) == 0; - // read oword 32 elements each time - simd A; - simd B; - -#pragma unroll - for (int i = 0; i < BASE_SZ; i += 32) { - // byte offset - A.select<32, 1>(i) = cmk_read(buf, (offset + i)); - B.select<32, 1>(i) = cmk_read(buf, (offset + i + dist)); - // compare 32 elements at a time and merge the result based on - // the sorting direction - simd T = A.select<32, 1>(i); - if (dir_up) { - A.select<32, 1>(i).merge(B.select<32, 1>(i), - B.select<32, 1>(i) < A.select<32, 1>(i)); - B.select<32, 1>(i).merge(T, T > B.select<32, 1>(i)); - } else { - A.select<32, 1>(i).merge(B.select<32, 1>(i), - B.select<32, 1>(i) > A.select<32, 1>(i)); - B.select<32, 1>(i).merge(T, T < B.select<32, 1>(i)); - } - } - // Once stride distance 256 is reached, all subsequent recursive steps - // (n = 7, 6, ..., 1) can be resolved locally as all data reside - // in vector A and B. Thus, reduce the overhead of returning back to - // the host side and relaunch tasks. Also writing data back to - // memory and reading it back is avoided. bitonic_merge is - // the routine explained earlier. - if (n == 8) { - // Vector A has 256 elements. Call bitonic_merge to process - // the remaining stride distance for A. A's sorted result is - // immediately written out to memory. Doing so avoids spilling - // because A's lifetime ends without interfering with - // bitonic_merge(... B ...) - bitonic_merge(offset, A, 7, m); - cmk_write(buf, offset, A); - bitonic_merge(offset + dist, B, 7, m); - cmk_write(buf, (offset + dist), B); - } else { - cmk_write(buf, offset, A); - cmk_write(buf, (offset + dist), B); - } -} - -static double report_time(const string &msg, event e0, event en) { - cl_ulong time_start = - e0.get_profiling_info(); - cl_ulong time_end = - en.get_profiling_info(); - double elapsed = (time_end - time_start) / 1e6; - cout << msg << elapsed << " milliseconds" << std::endl; - return elapsed; -} - -struct BitonicSort { - enum { - base_sort_size_ = 256, - base_split_size_ = base_sort_size_ << 1, - base_merge_size_ = 256 - }; - uint32_t size_; - uint32_t *pInputs_; - uint32_t *pActualOutputs_; - uint32_t *pExpectOutputs_; - uint32_t *pSortDirections_; - queue *pQueue_; - -public: - bool Run(queue *pQ, uint32_t size) { - bool result = true; - Setup(pQ, size); - RunExpect(); - RunActual(); - return Validate(); - } - void Setup(queue *pQ, uint32_t size); - void RunActual(); - void RunExpect(); - bool Validate(); - int Solve(uint32_t *pInputs, uint32_t *pOutputs, uint32_t size); - void Teardown(); -}; - -#define MAX_TS_WIDTH 512 - -void BitonicSort::Setup(queue *pQ, uint32_t size) { - size_ = size; - pQueue_ = pQ; - auto dev = pQueue_->get_device(); - auto ctxt = pQueue_->get_context(); - pSortDirections_ = static_cast( - malloc_shared(size_ * sizeof(int) / base_sort_size_, dev, ctxt)); - memset(pSortDirections_, 0, sizeof(uint32_t) * (size_ / base_sort_size_)); - - pSortDirections_[0] = 0; - for (uint32_t scale = 1; scale < size_ / 256; scale <<= 1) { - for (uint32_t i = 0; i < scale; i++) { - pSortDirections_[scale + i] = !pSortDirections_[i]; - } - } - - pInputs_ = - static_cast(malloc_shared(size_ * sizeof(int), dev, ctxt)); - for (uint32_t i = 0; i < size_; ++i) { - pInputs_[i] = rand(); - // pInputs_[i] = rand() % (1 << 15); - } - - pActualOutputs_ = - static_cast(malloc_shared(size_ * sizeof(int), dev, ctxt)); - memset(pActualOutputs_, 0, sizeof(uint32_t) * size_); - - pExpectOutputs_ = - static_cast(malloc_shared(size_ * sizeof(int), dev, ctxt)); - memcpy(pExpectOutputs_, pInputs_, sizeof(uint32_t) * size_); -} - -void BitonicSort::RunActual() { Solve(pInputs_, pActualOutputs_, size_); } - -void BitonicSort::RunExpect() { - std::sort(pExpectOutputs_, pExpectOutputs_ + size_); -} - -bool BitonicSort::Validate() { - for (uint32_t i = 0; i < size_; ++i) { - if (pExpectOutputs_[i] != pActualOutputs_[i]) { - cout << "Difference is detected at i= " << i - << " Expect = " << pExpectOutputs_[i] - << " Actual = " << pActualOutputs_[i] << std::endl; - return false; - } - } - return true; -} - -int BitonicSort::Solve(uint32_t *pInputs, uint32_t *pOutputs, uint32_t size) { - uint32_t width, height; // thread space width and height - uint32_t total_threads = size / base_sort_size_; - // create ranges - // We need that many workitems - auto SortGlobalRange = cl::sycl::range<1>(total_threads); - // Number of workitems in a workgroup - cl::sycl::range<1> SortLocalRange{1}; - - // enqueue sort265 kernel - double total_time = 0; - auto e = pQueue_->submit([&](handler &cgh) { - cgh.parallel_for( - SortGlobalRange * SortLocalRange, [=](id<1> i) SYCL_ESIMD_KERNEL { - using namespace sycl::INTEL::gpu; - cmk_bitonic_sort_256(pInputs, pOutputs, i); - }); - }); - e.wait(); - total_time += report_time("kernel time", e, e); - - // Each HW thread swap two 256-element chunks. Hence, we only need - // to launch size/ (base_sort_size*2) HW threads - total_threads = size / (base_sort_size_ * 2); - // create ranges - // We need that many workitems - auto MergeGlobalRange = cl::sycl::range<1>(total_threads); - // Number of workitems in a workgroup - cl::sycl::range<1> MergeLocalRange{1}; - - // enqueue merge kernel multiple times - // this loop is for stage 8 to stage LOG2_ELEMENTS. - event mergeEvent[(LOG2_ELEMENTS - 8) * (LOG2_ELEMENTS - 7) / 2]; - int k = 0; - for (int i = 8; i < LOG2_ELEMENTS; i++) { - // each step halves the stride distance of its prior step. - // 1<= 8; j--) { - mergeEvent[k] = pQueue_->submit([&](handler &cgh) { - cgh.parallel_for(MergeGlobalRange * MergeLocalRange, - [=](id<1> tid) SYCL_ESIMD_KERNEL { - using namespace sycl::INTEL::gpu; - cmk_bitonic_merge(pOutputs, j, i, tid); - }); - }); - // mergeEvent[k].wait(); - k++; - } - } - mergeEvent[k - 1].wait(); - total_time += report_time("kernel time", mergeEvent[0], mergeEvent[k - 1]); - - cout << " Sorting Time = " << total_time << " msec " << std::endl; - return 1; -} - -void BitonicSort::Teardown() { - auto ctxt = pQueue_->get_context(); - free(pExpectOutputs_, ctxt); - free(pInputs_, ctxt); - free(pActualOutputs_, ctxt); - free(pSortDirections_, ctxt); -} - -int main(int argc, char *argv[]) { - int size = 1 << LOG2_ELEMENTS; - cout << "BitonicSort (" << size << ") Start..." << std::endl; - - queue q(esimd_test::ESIMDSelector{}, esimd_test::createExceptionHandler(), - property::queue::enable_profiling{}); - - BitonicSort bitonicSort; - - bool passed = bitonicSort.Run(&q, size); - - bitonicSort.Teardown(); - - cout << (passed ? "=> PASSED" : "=> FAILED") << std::endl << std::endl; - - return !passed; -} diff --git a/sycl/test/esimd/on-device/README b/sycl/test/esimd/on-device/README index 8ccb71d72e73f..2d9fb9e39a2d1 100644 --- a/sycl/test/esimd/on-device/README +++ b/sycl/test/esimd/on-device/README @@ -1,4 +1,6 @@ -This directory contains ESIMD tests which are run on Intel GPU device only. -Some of them can run on host device too, but in general it is not always -possible as some of ESIMD APIs (e.g. memory access via accessors) is not -implemented for the host device. \ No newline at end of file +The tests from these directory are moved to LLVM test suite reporitory: +[SYCL/ESIMD](https://github.com/intel/llvm-test-suite/tree/intel/SYCL/ESIMD). + +Contribution process is described in [CONTRIBUTING.md](https://github.com/intel/llvm-test-suite/blob/intel/CONTRIBUTING.md) + +These tests are run as part of post-commit testing. diff --git a/sycl/test/esimd/on-device/Stencil.cpp b/sycl/test/esimd/on-device/Stencil.cpp deleted file mode 100644 index 75d71d304811a..0000000000000 --- a/sycl/test/esimd/on-device/Stencil.cpp +++ /dev/null @@ -1,188 +0,0 @@ -//==---------------- stencil.cpp - DPC++ ESIMD on-device test ------------==// -// -// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. -// See https://llvm.org/LICENSE.txt for license information. -// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception -// -//===----------------------------------------------------------------------===// -// TODO enable on Windows -// REQUIRES: linux -// REQUIRES: gpu -// RUN: %clangxx-esimd -fsycl %s -o %t.out -// RUN: env SYCL_DEVICE_TYPE=HOST %t.out -// RUN: %ESIMD_RUN_PLACEHOLDER %t.out - -#include "esimd_test_utils.hpp" - -#include -#include -#include - -// -// test smaller input size -// test 8x16 block size -// -#define DIM_SIZE (1 << 10) -#define SQUARE_SZ (DIM_SIZE * DIM_SIZE) - -#define WIDTH 16 -#define HEIGHT 16 - -using namespace cl::sycl; - -void InitializeSquareMatrix(float *matrix, size_t const Dim, - bool const bSkipDataGeneration) { - memset(matrix, 0, Dim * Dim * sizeof(float)); - if (!bSkipDataGeneration) { - for (unsigned int iRow = 0; iRow < Dim; ++iRow) { - for (unsigned int iCol = 0; iCol < Dim; ++iCol) { - matrix[iRow * Dim + iCol] = static_cast(iRow + iCol); - } - } - } -} - -bool CheckResults(float *out, float *in) { - unsigned int n = DIM_SIZE; - for (unsigned int i = 0; i < n; i++) { - for (unsigned int j = 0; j < n; j++) { - if ((5 <= i) && (i < n - 5) && (5 <= j) && (j < n - 5)) { - float res = +in[(i - 5) * n + (j + 0)] * -0.02f + - in[(i - 4) * n + (j + 0)] * -0.025f + - in[(i - 3) * n + (j + 0)] * -0.0333333333333f + - in[(i - 2) * n + (j + 0)] * -0.05f + - in[(i - 1) * n + (j + 0)] * -0.1f + - in[(i + 0) * n + (j - 5)] * -0.02f + - in[(i + 0) * n + (j - 4)] * -0.025f + - in[(i + 0) * n + (j - 3)] * -0.0333333333333f + - in[(i + 0) * n + (j - 2)] * -0.05f + - in[(i + 0) * n + (j - 1)] * -0.1f + - in[(i + 0) * n + (j + 1)] * 0.1f + - in[(i + 0) * n + (j + 2)] * 0.05f + - in[(i + 0) * n + (j + 3)] * 0.0333333333333f + - in[(i + 0) * n + (j + 4)] * 0.025f + - in[(i + 0) * n + (j + 5)] * 0.02f + - in[(i + 1) * n + (j + 0)] * 0.1f + - in[(i + 2) * n + (j + 0)] * 0.05f + - in[(i + 3) * n + (j + 0)] * 0.0333333333333f + - in[(i + 4) * n + (j + 0)] * 0.025f + - in[(i + 5) * n + (j + 0)] * 0.02f; - - // check result - if (abs(res - out[i * n + j]) >= 0.0015f) { - std::cout << "out[" << i << "][" << j << "] = " << out[i * n + j] - << " expect result " << res << std::endl; - return false; - } - } - } - } - return true; -} - -int main(void) { - uint range_width = - (DIM_SIZE - 10) / WIDTH + (((DIM_SIZE - 10) % WIDTH == 0) ? 0 : 1); - uint range_height = - (DIM_SIZE - 10) / HEIGHT + (((DIM_SIZE - 10) % HEIGHT == 0) ? 0 : 1); - cl::sycl::range<2> GlobalRange{range_width, range_height}; - - std::cout << "width = " << range_width << " height = " << range_height - << std::endl; - cl::sycl::range<2> LocalRange{1, 1}; - - queue q(esimd_test::ESIMDSelector{}, esimd_test::createExceptionHandler()); - - auto dev = q.get_device(); - std::cout << "Running on " << dev.get_info() << "\n"; - auto ctxt = q.get_context(); - - // create and init matrices - float *inputMatrix = - static_cast(malloc_shared(SQUARE_SZ * sizeof(float), dev, ctxt)); - float *outputMatrix = - static_cast(malloc_shared(SQUARE_SZ * sizeof(float), dev, ctxt)); - InitializeSquareMatrix(inputMatrix, DIM_SIZE, false); - InitializeSquareMatrix(outputMatrix, DIM_SIZE, true); - - auto e = q.submit([&](handler &cgh) { - cgh.parallel_for( - GlobalRange * LocalRange, [=](item<2> it) SYCL_ESIMD_KERNEL { - using namespace sycl::INTEL::gpu; - uint h_pos = it.get_id(0); - uint v_pos = it.get_id(1); - - simd vin; - // matrix HEIGHT+10 x 32 - auto in = vin.format(); - - // - // rather than loading all data in - // the code will interleave data loading and compute - // first, we load enough data for the first 16 pixels - // - unsigned off = (v_pos * HEIGHT) * DIM_SIZE + h_pos * WIDTH; -#pragma unroll - for (unsigned i = 0; i < 10; i++) { - in.row(i) = block_load(inputMatrix + off); - off += DIM_SIZE; - } - - unsigned out_off = - (((v_pos * HEIGHT + 5) * DIM_SIZE + (h_pos * WIDTH) + 5)) * - sizeof(float); - simd elm16(0, 1); - -#pragma unroll - for (unsigned i = 0; i < HEIGHT; i++) { - - in.row(10 + i) = block_load(inputMatrix + off); - off += DIM_SIZE; - - simd sum = - in.row(i + 0).select(5) * -0.02f + - in.row(i + 1).select(5) * -0.025f + - in.row(i + 2).select(5) * -0.0333333333333f + - in.row(i + 3).select(5) * -0.05f + - in.row(i + 4).select(5) * -0.1f + - in.row(i + 6).select(5) * 0.1f + - in.row(i + 7).select(5) * 0.05f + - in.row(i + 8).select(5) * 0.0333333333333f + - in.row(i + 9).select(5) * 0.025f + - in.row(i + 10).select(5) * 0.02f + - in.row(i + 5).select(0) * -0.02f + - in.row(i + 5).select(1) * -0.025f + - in.row(i + 5).select(2) * -0.0333333333333f + - in.row(i + 5).select(3) * -0.05f + - in.row(i + 5).select(4) * -0.1f + - in.row(i + 5).select(6) * 0.1f + - in.row(i + 5).select(7) * 0.05f + - in.row(i + 5).select(8) * 0.0333333333333f + - in.row(i + 5).select(9) * 0.025f + - in.row(i + 5).select(10) * 0.02f; - - // predciate output - simd p = (elm16 + h_pos * WIDTH) < DIM_SIZE - 10; - - simd elm16_off = elm16 * sizeof(float) + out_off; - scatter(outputMatrix, sum, elm16_off, p); - out_off += DIM_SIZE * sizeof(float); - - if (v_pos * HEIGHT + 10 + i >= DIM_SIZE - 1) - break; - } - }); - }); - e.wait(); - - // check result - bool passed = CheckResults(outputMatrix, inputMatrix); - if (passed) { - std::cout << "PASSED" << std::endl; - } else { - std::cout << "FAILED" << std::endl; - } - free(inputMatrix, ctxt); - free(outputMatrix, ctxt); - return 0; -} diff --git a/sycl/test/esimd/on-device/accessor.cpp b/sycl/test/esimd/on-device/accessor.cpp deleted file mode 100644 index 639816ecaf051..0000000000000 --- a/sycl/test/esimd/on-device/accessor.cpp +++ /dev/null @@ -1,98 +0,0 @@ -//==---------------- accessor.cpp - DPC++ ESIMD on-device test ------------==// -// -// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. -// See https://llvm.org/LICENSE.txt for license information. -// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception -// -//===----------------------------------------------------------------------===// -// TODO enable on Windows and Level Zero -// REQUIRES: linux && gpu && opencl -// RUN: %clangxx-esimd -fsycl -D_CRT_SECURE_NO_WARNINGS=1 %s -o %t.out -// RUN: %ESIMD_RUN_PLACEHOLDER %t.out - -// This test checks that accessor-based memory accesses work correctly in ESIMD. - -#include "esimd_test_utils.hpp" - -#include -#include - -#include - -using namespace cl::sycl; - -constexpr unsigned int VL = 1024 * 128; - -using Ty = float; - -int main() { - Ty data0[VL] = {0}; - Ty data1[VL] = {0}; - constexpr Ty VAL = 5; - - for (int i = 0; i < VL; i++) { - data0[i] = i; - } - - try { - queue q(esimd_test::ESIMDSelector{}, esimd_test::createExceptionHandler()); - - buffer buf0(data0, range<1>(VL)); - buffer buf1(data1, range<1>(VL)); - - q.submit([&](handler &cgh) { - std::cout << "Running on " - << q.get_device().get_info() - << "\n"; - - auto acc0 = buf0.get_access(cgh); - auto acc1 = buf1.get_access(cgh); - - cgh.parallel_for( - range<1>(1), [=](sycl::id<1> i) SYCL_ESIMD_KERNEL { - using namespace sycl::INTEL::gpu; - unsigned int offset = 0; - for (int k = 0; k < VL / 16; k++) { - simd var = block_load(acc0, offset); - var += VAL; - block_store(acc0, offset, var); - block_store(acc1, offset, var + 1); - offset += 64; - } - }); - }); - - q.wait(); - - } catch (cl::sycl::exception const &e) { - std::cout << "SYCL exception caught: " << e.what() << '\n'; - return 2; - } - - int err_cnt = 0; - - for (int i = 0; i < VL; i++) { - Ty gold0 = i + VAL; - Ty gold1 = gold0 + 1; - Ty val0 = data0[i]; - Ty val1 = data1[i]; - - if (val0 != gold0) { - if (++err_cnt < 10) - std::cerr << "*** ERROR at data0[" << i << "]: " << val0 - << " != " << gold0 << "(gold)\n"; - } - if (val1 != gold1) { - if (++err_cnt < 10) - std::cerr << "*** ERROR at data1[" << i << "]: " << val1 - << " != " << gold1 << "(gold)\n"; - } - } - if (err_cnt == 0) { - std::cout << "Passed\n"; - return 0; - } else { - std::cout << "Failed: " << err_cnt << " of " << VL << " errors\n"; - return 1; - } -} diff --git a/sycl/test/esimd/on-device/esimd_test_utils.hpp b/sycl/test/esimd/on-device/esimd_test_utils.hpp deleted file mode 100644 index 13cb6227f1a21..0000000000000 --- a/sycl/test/esimd/on-device/esimd_test_utils.hpp +++ /dev/null @@ -1,161 +0,0 @@ -//==--------- esimd_test_utils.hpp - DPC++ ESIMD on-device test utilities --==// -// -// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. -// See https://llvm.org/LICENSE.txt for license information. -// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception -// -//===----------------------------------------------------------------------===// - -#include - -#define NOMINMAX - -#include -#include -#include -#include -#include -#include - -using namespace cl::sycl; - -namespace esimd_test { - -// This is the class provided to SYCL runtime by the application to decide -// on which device to run, or whether to run at all. -// When selecting a device, SYCL runtime first takes (1) a selector provided by -// the program or a default one and (2) the set of all available devices. Then -// it passes each device to the '()' operator of the selector. Device, for -// which '()' returned the highest number, is selected. If a negative number -// was returned for all devices, then the selection process will cause an -// exception. -class ESIMDSelector : public device_selector { - // Require GPU device unless HOST is requested in SYCL_DEVICE_TYPE env - virtual int operator()(const device &device) const { - if (const char *dev_type = getenv("SYCL_DEVICE_TYPE")) { - if (!strcmp(dev_type, "GPU")) - return device.is_gpu() ? 1000 : -1; - if (!strcmp(dev_type, "HOST")) - return device.is_host() ? 1000 : -1; - std::cerr << "Supported 'SYCL_DEVICE_TYPE' env var values are 'GPU' and " - "'HOST', '" - << dev_type << "' is not.\n"; - return -1; - } - // If "SYCL_DEVICE_TYPE" not defined, only allow gpu device - return device.is_gpu() ? 1000 : -1; - } -}; - -inline auto createExceptionHandler() { - return [](exception_list l) { - for (auto ep : l) { - try { - std::rethrow_exception(ep); - } catch (cl::sycl::exception &e0) { - std::cout << "sycl::exception: " << e0.what() << std::endl; - } catch (std::exception &e) { - std::cout << "std::exception: " << e.what() << std::endl; - } catch (...) { - std::cout << "generic exception\n"; - } - } - }; -} - -template -std::vector read_binary_file(const char *fname, size_t num = 0) { - std::vector vec; - std::ifstream ifs(fname, std::ios::in | std::ios::binary); - if (ifs.good()) { - ifs.unsetf(std::ios::skipws); - std::streampos file_size; - ifs.seekg(0, std::ios::end); - file_size = ifs.tellg(); - ifs.seekg(0, std::ios::beg); - size_t max_num = file_size / sizeof(T); - vec.resize(num ? (std::min)(max_num, num) : max_num); - ifs.read(reinterpret_cast(vec.data()), vec.size() * sizeof(T)); - } - return vec; -} - -template -bool write_binary_file(const char *fname, const std::vector &vec, - size_t num = 0) { - std::ofstream ofs(fname, std::ios::out | std::ios::binary); - if (ofs.good()) { - ofs.write(reinterpret_cast(&vec[0]), - (num ? num : vec.size()) * sizeof(T)); - ofs.close(); - } - return !ofs.bad(); -} - -template -bool cmp_binary_files(const char *fname1, const char *fname2, T tolerance) { - const auto vec1 = read_binary_file(fname1); - const auto vec2 = read_binary_file(fname2); - if (vec1.size() != vec2.size()) { - std::cerr << fname1 << " size is " << vec1.size(); - std::cerr << " whereas " << fname2 << " size is " << vec2.size() - << std::endl; - return false; - } - for (size_t i = 0; i < vec1.size(); i++) { - if (abs(vec1[i] - vec2[i]) > tolerance) { - std::cerr << "Mismatch at " << i << ' '; - if (sizeof(T) == 1) { - std::cerr << (int)vec1[i] << " vs " << (int)vec2[i] << std::endl; - } else { - std::cerr << vec1[i] << " vs " << vec2[i] << std::endl; - } - return false; - } - } - return true; -} - -// dump every element of sequence [first, last) to std::cout -template void dump_seq(ForwardIt first, ForwardIt last) { - using ValueT = typename std::iterator_traits::value_type; - std::copy(first, last, std::ostream_iterator{std::cout, " "}); - std::cout << std::endl; -} - -// Checks wether ranges [first, last) and [ref_first, ref_last) are equal. -// If a mismatch is found, dumps elements that differ and returns true, -// otherwise false is returned. -template -bool check_fail_seq(ForwardIt first, ForwardIt last, RefForwardIt ref_first, - RefForwardIt ref_last, BinaryPredicateT is_equal) { - auto mism = std::mismatch(first, last, ref_first, is_equal); - if (mism.first != last) { - std::cout << "mismatch: returned " << *mism.first << std::endl; - std::cout << " expected " << *mism.second << std::endl; - return true; - } - return false; -} - -template -bool check_fail_seq(ForwardIt first, ForwardIt last, RefForwardIt ref_first, - RefForwardIt ref_last) { - return check_fail_seq( - first, last, ref_first, ref_last, - [](const auto &lhs, const auto &rhs) { return lhs == rhs; }); -} - -// analog to C++20 bit_cast -template ::value && - std::is_trivial::value, - int>::type = 0> -To bit_cast(const From &src) noexcept { - To dst; - std::memcpy(&dst, &src, sizeof(To)); - return dst; -} - -} // namespace esimd_test diff --git a/sycl/test/esimd/on-device/histogram.cpp b/sycl/test/esimd/on-device/histogram.cpp deleted file mode 100644 index 7b1495a5a6b31..0000000000000 --- a/sycl/test/esimd/on-device/histogram.cpp +++ /dev/null @@ -1,224 +0,0 @@ -//==---------------- histogram.cpp - DPC++ ESIMD on-device test -----------==// -// -// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. -// See https://llvm.org/LICENSE.txt for license information. -// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception -// -//===----------------------------------------------------------------------===// -// TODO enable on Windows and Level Zero -// REQUIRES: linux && gpu && opencl -// RUN: %clangxx-esimd -fsycl %s -o %t.out -// RUN: env SYCL_DEVICE_TYPE=HOST %t.out -// RUN: %ESIMD_RUN_PLACEHOLDER %t.out - -#include "esimd_test_utils.hpp" - -#include -#include -#include -#include - -using namespace cl::sycl; - -#define NUM_BINS 256 -#define IMG_WIDTH 1024 -#define IMG_HEIGHT 1024 -// -// each parallel_for handles 64x32 bytes -// -#define BLOCK_WIDTH 32 -#define BLOCK_HEIGHT 64 - -void histogram_CPU(unsigned int width, unsigned int height, unsigned char *srcY, - unsigned int *cpuHistogram) { - int i; - for (i = 0; i < width * height; i++) { - cpuHistogram[srcY[i]] += 1; - } -} - -void writeHist(unsigned int *hist) { - int total = 0; - - std::cerr << "\nHistogram: \n"; - for (int i = 0; i < NUM_BINS; i += 8) { - std::cerr << "\n [" << i << " - " << i + 7 << "]:"; - for (int j = 0; j < 8; j++) { - std::cerr << "\t" << hist[i + j]; - total += hist[i + j]; - } - } - std::cerr << "\nTotal = " << total << " \n"; -} - -int checkHistogram(unsigned int *refHistogram, unsigned int *hist) { - - for (int i = 0; i < NUM_BINS; i++) { - if (refHistogram[i] != hist[i]) { - return 0; - } - } - return 1; -} - -int main(int argc, char *argv[]) { - - const char *input_file = nullptr; - unsigned int width = IMG_WIDTH * sizeof(unsigned int); - unsigned int height = IMG_HEIGHT; - - if (argc == 2) { - input_file = argv[1]; - } else { - std::cerr << "Usage: Histogram.exe input_file" << std::endl; - std::cerr << "No input file specificed. Use default random value ...." - << std::endl; - } - - // ------------------------------------------------------------------------ - // Read in image luma plane - - // Allocate Input Buffer - queue q(esimd_test::ESIMDSelector{}, esimd_test::createExceptionHandler()); - - auto dev = q.get_device(); - auto ctxt = q.get_context(); - unsigned char *srcY = - static_cast(malloc_shared(width * height, dev, ctxt)); - unsigned int *bins = static_cast( - malloc_shared(NUM_BINS * sizeof(unsigned int), dev, ctxt)); - std::cout << "Running on " << dev.get_info() << "\n"; - - uint range_width = width / BLOCK_WIDTH; - uint range_height = height / BLOCK_HEIGHT; - - if (srcY == NULL) { - std::cerr << "Out of memory\n"; - exit(1); - } - - // Initializes input. - unsigned int input_size = width * height; - std::cerr << "Processing inputs\n"; - - if (input_file != nullptr) { - FILE *f = fopen(input_file, "rb"); - if (f == NULL) { - std::cerr << "Error opening file " << input_file; - std::exit(1); - } - - unsigned int cnt = fread(srcY, sizeof(unsigned char), input_size, f); - if (cnt != input_size) { - std::cerr << "Error reading input from " << input_file; - std::exit(1); - } - } else { - srand(2009); - for (int i = 0; i < input_size; ++i) { - srcY[i] = rand() % 256; - } - } - - for (int i = 0; i < NUM_BINS; i++) { - bins[i] = 0; - } - - // ------------------------------------------------------------------------ - // CPU Execution: - - unsigned int cpuHistogram[NUM_BINS]; - memset(cpuHistogram, 0, sizeof(cpuHistogram)); - histogram_CPU(width, height, srcY, cpuHistogram); - - cl::sycl::image<2> Img(srcY, image_channel_order::rgba, - image_channel_type::unsigned_int32, - range<2>{width / sizeof(uint4), height}); - - { - // create ranges - // We need that many workitems - auto GlobalRange = range<1>(range_width * range_height); - // Number of workitems in a workgroup - auto LocalRange = range<1>(1); - nd_range<1> Range(GlobalRange, LocalRange); - - auto e = q.submit([&](handler &cgh) { - auto readAcc = Img.get_access(cgh); - - cgh.parallel_for( - Range, [=](nd_item<1> ndi) SYCL_ESIMD_KERNEL { - using namespace sycl::INTEL::gpu; - - // Get thread origin offsets - uint tid = ndi.get_group(0); - uint h_pos = (tid % range_width) * BLOCK_WIDTH; - uint v_pos = (tid / range_width) * BLOCK_HEIGHT; - - // Declare a 8x32 uchar matrix to store the input block pixel value - simd in; - - // Declare a vector to store the local histogram - simd histogram(0); - - // Each thread handles BLOCK_HEIGHTxBLOCK_WIDTH pixel block - for (int y = 0; y < BLOCK_HEIGHT / 8; y++) { - // Perform 2D media block read to load 8x32 pixel block - in = - media_block_load(readAcc, h_pos, v_pos); - - // Accumulate local histogram for each pixel value -#pragma unroll - for (int i = 0; i < 8; i++) { -#pragma unroll - for (int j = 0; j < 32; j++) { - histogram.select<1, 1>(in[i * 32 + j]) += 1; - } - } - - // Update starting offset for the next work block - v_pos += 8; - } - - // Declare a vector to store the offset for atomic write operation - simd offset(0, 1); // init to 0, 1, 2, ..., 7 - offset *= sizeof(unsigned int); - - // Update global sum by atomically adding each local histogram -#pragma unroll - for (int i = 0; i < NUM_BINS; i += 8) { - // Declare a vector to store the source for atomic write operation - simd src; - src = histogram.select<8, 1>(i); - -#ifdef __SYCL_DEVICE_ONLY__ - flat_atomic( - bins, offset, src, 1); - offset += 8 * sizeof(unsigned int); -#else - auto vals = block_load(bins + i); - vals = vals + src; - block_store(bins + i, vals); -#endif - } - }); - }); - e.wait(); - - // SYCL will enqueue and run the kernel. Recall that the buffer's data is - // given back to the host at the end of scope. - } // make sure data is given back to the host at the end of this scope - - writeHist(bins); - writeHist(cpuHistogram); - // Checking Histogram - if (checkHistogram(cpuHistogram, bins)) { - std::cerr << "PASSED\n"; - return 0; - } else { - std::cerr << "FAILED\n"; - return 1; - } - - return 0; -} diff --git a/sycl/test/esimd/on-device/histogram_256_slm.cpp b/sycl/test/esimd/on-device/histogram_256_slm.cpp deleted file mode 100644 index 040834911c41d..0000000000000 --- a/sycl/test/esimd/on-device/histogram_256_slm.cpp +++ /dev/null @@ -1,190 +0,0 @@ -//==--------------- histogram_256_slm.cpp - DPC++ ESIMD on-device test ----==// -// -// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. -// See https://llvm.org/LICENSE.txt for license information. -// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception -// -//===----------------------------------------------------------------------===// -// TODO enable on Windows and Level Zero -// REQUIRES: linux && gpu && opencl -// RUN: %clangxx-esimd -fsycl %s -o %t.out -// RUN: %ESIMD_RUN_PLACEHOLDER %t.out - -#include "esimd_test_utils.hpp" - -#include -#include -#include - -static constexpr int NUM_BINS = 256; -static constexpr int SLM_SIZE = (NUM_BINS * 4); -static constexpr int BLOCK_WIDTH = 32; -static constexpr int NUM_BLOCKS = 32; - -using namespace cl::sycl; -using namespace sycl::INTEL::gpu; - -// Histogram kernel: computes the distribution of pixel intensities -ESIMD_INLINE void histogram_atomic(const uint32_t *input_ptr, uint32_t *output, - uint32_t gid, uint32_t lid, - uint32_t local_size) { - // Declare and initialize SLM - slm_init(SLM_SIZE); - uint linear_id = gid * local_size + lid; - - simd slm_offset(0, 1); - slm_offset += 16 * lid; - slm_offset *= sizeof(int); - simd slm_data = 0; - slm_store(slm_data, slm_offset); - esimd_fence(ESIMD_GLOBAL_COHERENT_FENCE); - esimd_barrier(); - - // Each thread handles NUM_BLOCKSxBLOCK_WIDTH pixel blocks - auto start_off = (linear_id * BLOCK_WIDTH * NUM_BLOCKS); - for (int y = 0; y < NUM_BLOCKS; y++) { - auto start_addr = ((unsigned int *)input_ptr) + start_off; - auto data = block_load(start_addr); - auto in = data.format(); - -#pragma unroll - for (int j = 0; j < BLOCK_WIDTH * sizeof(int); j += 16) { - // Accumulate local histogram for each pixel value - auto dataOffset = convert(in.select<16, 1>(j).read()); - dataOffset *= sizeof(int); - slm_atomic(dataOffset, 1); - } - start_off += BLOCK_WIDTH; - } - esimd_fence(ESIMD_GLOBAL_COHERENT_FENCE); - esimd_barrier(); - - // Update global sum by atomically adding each local histogram - simd local_histogram; - local_histogram = slm_load(slm_offset); - flat_atomic( - output, slm_offset.select<8, 1>(0), local_histogram.select<8, 1>(0), 1); - flat_atomic( - output, slm_offset.select<8, 1>(8), local_histogram.select<8, 1>(8), 1); -} - -// This function calculates histogram of the image with the CPU. -// @param size: the size of the input array. -// @param src: pointer to the input array. -// @param cpu_histogram: pointer to the histogram of the input image. -void HistogramCPU(unsigned int size, unsigned int *src, - unsigned int *cpu_histogram) { - for (int i = 0; i < size; i++) { - unsigned int x = src[i]; - cpu_histogram[(x)&0xFFU] += 1; - cpu_histogram[(x >> 8) & 0xFFU] += 1; - cpu_histogram[(x >> 16) & 0xFFU] += 1; - cpu_histogram[(x >> 24) & 0xFFU] += 1; - } -} - -// This function compares the output data calculated by the CPU and the -// GPU separately. -// If they are identical, return 1, else return 0. -int CheckHistogram(unsigned int *cpu_histogram, unsigned int *gpu_histogram) { - unsigned int bad = 0; - for (int i = 0; i < NUM_BINS; i++) { - if (cpu_histogram[i] != gpu_histogram[i]) { - std::cout << "At " << i << ": CPU = " << cpu_histogram[i] - << ", GPU = " << gpu_histogram[i] << std::endl; - if (bad >= 256) - return 0; - bad++; - } - } - if (bad > 0) - return 0; - - return 1; -} - -int main() { - queue q(esimd_test::ESIMDSelector{}, esimd_test::createExceptionHandler()); - auto dev = q.get_device(); - auto ctxt = q.get_context(); - - const char *input_file = nullptr; - unsigned int width = 1024 * sizeof(unsigned int); - unsigned int height = 1024; - - // Initializes input. - unsigned int input_size = width * height; - unsigned int *input_ptr = - (unsigned int *)malloc_shared(input_size, dev, ctxt); - printf("Processing %dx%d inputs\n", (int)(width / sizeof(unsigned int)), - height); - - srand(2009); - input_size = input_size / sizeof(int); - for (int i = 0; i < input_size; ++i) { - input_ptr[i] = rand() % 256; - input_ptr[i] |= (rand() % 256) << 8; - input_ptr[i] |= (rand() % 256) << 16; - input_ptr[i] |= (rand() % 256) << 24; - } - - // Allocates system memory for output buffer. - int buffer_size = sizeof(unsigned int) * NUM_BINS; - unsigned int *hist = new unsigned int[buffer_size]; - if (hist == nullptr) { - std::cerr << "Out of memory\n"; - exit(1); - } - memset(hist, 0, buffer_size); - - // Uses the CPU to calculate the histogram output data. - unsigned int cpu_histogram[NUM_BINS]; - memset(cpu_histogram, 0, sizeof(cpu_histogram)); - - HistogramCPU(input_size, input_ptr, cpu_histogram); - - std::cout << "finish cpu_histogram\n"; - - // Uses the GPU to calculate the histogram output data. - unsigned int *output_surface = - (uint32_t *)malloc_shared(4 * NUM_BINS, dev, ctxt); - memset(output_surface, 0, 4 * NUM_BINS); - - unsigned int num_threads; - num_threads = width * height / (NUM_BLOCKS * BLOCK_WIDTH * sizeof(int)); - - auto GlobalRange = cl::sycl::range<1>(num_threads); - auto LocalRange = cl::sycl::range<1>(NUM_BINS / 16); - cl::sycl::nd_range<1> Range(GlobalRange, LocalRange); - - { - auto e = q.submit([&](cl::sycl::handler &cgh) { - cgh.parallel_for( - Range, [=](cl::sycl::nd_item<1> ndi) SYCL_ESIMD_KERNEL { - histogram_atomic(input_ptr, output_surface, ndi.get_group(0), - ndi.get_local_id(0), 16); - }); - }); - e.wait(); - } - - std::cout << "finish GPU histogram\n"; - - memcpy(hist, output_surface, 4 * NUM_BINS); - - free(output_surface, ctxt); - - free(input_ptr, ctxt); - - // Compares the CPU histogram output data with the - // GPU histogram output data. - // If there is no difference, the result is correct. - // Otherwise there is something wrong. - int res = CheckHistogram(cpu_histogram, hist); - if (res) - std::cout << "PASSED\n"; - else - std::cout << "FAILED\n"; - - return res ? 0 : -1; -} diff --git a/sycl/test/esimd/on-device/histogram_2d.cpp b/sycl/test/esimd/on-device/histogram_2d.cpp deleted file mode 100644 index bc0f4dfcd5279..0000000000000 --- a/sycl/test/esimd/on-device/histogram_2d.cpp +++ /dev/null @@ -1,223 +0,0 @@ -//==---------------- histogram_2d.cpp - DPC++ ESIMD on-device test --------==// -// -// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. -// See https://llvm.org/LICENSE.txt for license information. -// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception -// -//===----------------------------------------------------------------------===// -// TODO enable on Windows and Level Zero -// REQUIRES: linux && gpu && opencl -// RUN: %clangxx-esimd -fsycl %s -o %t.out -// RUN: env SYCL_DEVICE_TYPE=HOST %t.out -// RUN: %ESIMD_RUN_PLACEHOLDER %t.out - -#include "esimd_test_utils.hpp" - -#include -#include -#include -#include - -using namespace cl::sycl; - -#define NUM_BINS 256 -#define IMG_WIDTH 1024 -#define IMG_HEIGHT 1024 -// -// each parallel_for handles 64x32 bytes -// -#define BLOCK_WIDTH 32 -#define BLOCK_HEIGHT 64 - -void histogram_CPU(unsigned int width, unsigned int height, unsigned char *srcY, - unsigned int *cpuHistogram) { - int i; - for (i = 0; i < width * height; i++) { - cpuHistogram[srcY[i]] += 1; - } -} - -void writeHist(unsigned int *hist) { - int total = 0; - - std::cerr << "\nHistogram: \n"; - for (int i = 0; i < NUM_BINS; i += 8) { - std::cerr << "\n [" << i << " - " << i + 7 << "]:"; - for (int j = 0; j < 8; j++) { - std::cerr << "\t" << hist[i + j]; - total += hist[i + j]; - } - } - std::cerr << "\nTotal = " << total << " \n"; -} - -int checkHistogram(unsigned int *refHistogram, unsigned int *hist) { - - for (int i = 0; i < NUM_BINS; i++) { - if (refHistogram[i] != hist[i]) { - return 0; - } - } - return 1; -} - -int main(int argc, char *argv[]) { - - const char *input_file = nullptr; - unsigned int width = IMG_WIDTH * sizeof(unsigned int); - unsigned int height = IMG_HEIGHT; - - if (argc == 2) { - input_file = argv[1]; - } else { - std::cerr << "Usage: Histogram.exe input_file" << std::endl; - std::cerr << "No input file specificed. Use default random value ...." - << std::endl; - } - - // ------------------------------------------------------------------------ - // Read in image luma plane - - // Allocate Input Buffer - queue q(esimd_test::ESIMDSelector{}, esimd_test::createExceptionHandler()); - - auto dev = q.get_device(); - auto ctxt = q.get_context(); - unsigned char *srcY = - static_cast(malloc_shared(width * height, dev, ctxt)); - unsigned int *bins = static_cast( - malloc_shared(NUM_BINS * sizeof(unsigned int), dev, ctxt)); - std::cout << "Running on " << dev.get_info() << "\n"; - - uint range_width = width / BLOCK_WIDTH; - uint range_height = height / BLOCK_HEIGHT; - - if (srcY == NULL) { - std::cerr << "Out of memory\n"; - exit(1); - } - - // Initializes input. - unsigned int input_size = width * height; - std::cerr << "Processing inputs\n"; - - if (input_file != nullptr) { - FILE *f = fopen(input_file, "rb"); - if (f == NULL) { - std::cerr << "Error opening file " << input_file; - std::exit(1); - } - - unsigned int cnt = fread(srcY, sizeof(unsigned char), input_size, f); - if (cnt != input_size) { - std::cerr << "Error reading input from " << input_file; - std::exit(1); - } - } else { - srand(2009); - for (int i = 0; i < input_size; ++i) { - srcY[i] = rand() % 256; - } - } - - for (int i = 0; i < NUM_BINS; i++) { - bins[i] = 0; - } - - // ------------------------------------------------------------------------ - // CPU Execution: - - unsigned int cpuHistogram[NUM_BINS]; - memset(cpuHistogram, 0, sizeof(cpuHistogram)); - histogram_CPU(width, height, srcY, cpuHistogram); - - cl::sycl::image<2> Img(srcY, image_channel_order::rgba, - image_channel_type::unsigned_int32, - range<2>{width / sizeof(uint4), height}); - - { - // create ranges - // We need that many workitems - auto GlobalRange = range<2>(range_width, range_height); - // Number of workitems in a workgroup - auto LocalRange = range<2>(1, 1); - nd_range<2> Range(GlobalRange, LocalRange); - - auto e = q.submit([&](handler &cgh) { - auto readAcc = Img.get_access(cgh); - - cgh.parallel_for( - Range, [=](nd_item<2> ndi) SYCL_ESIMD_KERNEL { - using namespace sycl::INTEL::gpu; - - // Get thread origin offsets - uint h_pos = ndi.get_group(0) * BLOCK_WIDTH; - uint v_pos = ndi.get_group(1) * BLOCK_HEIGHT; - - // Declare a 8x32 uchar matrix to store the input block pixel value - simd in; - - // Declare a vector to store the local histogram - simd histogram(0); - - // Each thread handles BLOCK_HEIGHTxBLOCK_WIDTH pixel block - for (int y = 0; y < BLOCK_HEIGHT / 8; y++) { - // Perform 2D media block read to load 8x32 pixel block - in = - media_block_load(readAcc, h_pos, v_pos); - - // Accumulate local histogram for each pixel value -#pragma unroll - for (int i = 0; i < 8; i++) { -#pragma unroll - for (int j = 0; j < 32; j++) { - histogram.select<1, 1>(in[i * 32 + j]) += 1; - } - } - - // Update starting offset for the next work block - v_pos += 8; - } - - // Declare a vector to store the offset for atomic write operation - simd offset(0, 1); // init to 0, 1, 2, ..., 7 - offset *= sizeof(unsigned int); - - // Update global sum by atomically adding each local histogram -#pragma unroll - for (int i = 0; i < NUM_BINS; i += 8) { - // Declare a vector to store the source for atomic write operation - simd src; - src = histogram.select<8, 1>(i); - -#ifdef __SYCL_DEVICE_ONLY__ - flat_atomic( - bins, offset, src, 1); - offset += 8 * sizeof(unsigned int); -#else - auto vals = block_load(bins + i); - vals = vals + src; - block_store(bins + i, vals); -#endif - } - }); - }); - e.wait(); - - // SYCL will enqueue and run the kernel. Recall that the buffer's data is - // given back to the host at the end of scope. - } // make sure data is given back to the host at the end of this scope - - writeHist(bins); - writeHist(cpuHistogram); - // Checking Histogram - if (checkHistogram(cpuHistogram, bins)) { - std::cerr << "PASSED\n"; - return 0; - } else { - std::cerr << "FAILED\n"; - return 1; - } - - return 0; -} diff --git a/sycl/test/esimd/on-device/histogram_raw_send.cpp b/sycl/test/esimd/on-device/histogram_raw_send.cpp deleted file mode 100644 index b094ef426ec81..0000000000000 --- a/sycl/test/esimd/on-device/histogram_raw_send.cpp +++ /dev/null @@ -1,249 +0,0 @@ -//==------------ histogram_raw_send.cpp - DPC++ ESIMD on-device test -//-------==// -// -// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. -// See https://llvm.org/LICENSE.txt for license information. -// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception -// -//===----------------------------------------------------------------------===// -// TODO enable on Windows -// REQUIRES: linux -// REQUIRES: gpu -// RUN: %clangxx-esimd -fsycl %s -o %t.out -// RUN: env SYCL_DEVICE_TYPE=HOST %t.out -// RUN: %ESIMD_RUN_PLACEHOLDER %t.out - -#include "esimd_test_utils.hpp" - -#include -#include -#include -#include - -using namespace cl::sycl; - -#define NUM_BINS 256 -#define IMG_WIDTH 1024 -#define IMG_HEIGHT 1024 -// -// each parallel_for handles 64x32 bytes -// -#define BLOCK_WIDTH 32 -#define BLOCK_HEIGHT 64 - -void histogram_CPU(unsigned int width, unsigned int height, unsigned char *srcY, - unsigned int *cpuHistogram) { - int i; - for (i = 0; i < width * height; i++) { - cpuHistogram[srcY[i]] += 1; - } -} - -void writeHist(unsigned int *hist) { - int total = 0; - - std::cerr << "\nHistogram: \n"; - for (int i = 0; i < NUM_BINS; i += 8) { - std::cerr << "\n [" << i << " - " << i + 7 << "]:"; - for (int j = 0; j < 8; j++) { - std::cerr << "\t" << hist[i + j]; - total += hist[i + j]; - } - } - std::cerr << "\nTotal = " << total << " \n"; -} - -int checkHistogram(unsigned int *refHistogram, unsigned int *hist) { - - for (int i = 0; i < NUM_BINS; i++) { - if (refHistogram[i] != hist[i]) { - return 0; - } - } - return 1; -} - -using namespace sycl::INTEL::gpu; -template -ESIMD_INLINE void atomic_write(T *bins, simd offset, - simd src0, simd pred) { - simd oldDst; - simd vAddr(reinterpret_cast(bins)); - simd vOffset = convert(offset); - vAddr += vOffset; - - uint32_t exDesc = 0x4C; - uint32_t desc = 0x414A7FF; - constexpr uint8_t execSize = 0x83; - constexpr uint8_t sfid = 0x1; - constexpr uint8_t numDst = 0x1; - constexpr uint8_t numSrc0 = 0x2; - constexpr uint8_t numSrc1 = 0x1; - constexpr uint8_t isEOT = 0; - constexpr uint8_t isSendc = 0; - - esimd_raw_sends_load(oldDst, vAddr, src0, exDesc, desc, execSize, sfid, - numSrc0, numSrc1, numDst, isEOT, isSendc, pred); -} - -int main(int argc, char *argv[]) { - - const char *input_file = nullptr; - unsigned int width = IMG_WIDTH * sizeof(unsigned int); - unsigned int height = IMG_HEIGHT; - - if (argc == 2) { - input_file = argv[1]; - } else { - std::cerr << "Usage: Histogram.exe input_file" << std::endl; - std::cerr << "No input file specificed. Use default random value ...." - << std::endl; - } - - // ------------------------------------------------------------------------ - // Read in image luma plane - - // Allocate Input Buffer - queue q(esimd_test::ESIMDSelector{}, esimd_test::createExceptionHandler()); - - auto dev = q.get_device(); - auto ctxt = q.get_context(); - unsigned char *srcY = - static_cast(malloc_shared(width * height, dev, ctxt)); - unsigned int *bins = static_cast( - malloc_shared(NUM_BINS * sizeof(unsigned int), dev, ctxt)); - std::cout << "Running on " << dev.get_info() << "\n"; - - uint range_width = width / BLOCK_WIDTH; - uint range_height = height / BLOCK_HEIGHT; - - if (srcY == NULL) { - std::cerr << "Out of memory\n"; - exit(1); - } - - // Initializes input. - unsigned int input_size = width * height; - std::cerr << "Processing inputs\n"; - - if (input_file != nullptr) { - FILE *f = fopen(input_file, "rb"); - if (f == NULL) { - std::cerr << "Error opening file " << input_file; - std::exit(1); - } - - unsigned int cnt = fread(srcY, sizeof(unsigned char), input_size, f); - if (cnt != input_size) { - std::cerr << "Error reading input from " << input_file; - std::exit(1); - } - } else { - srand(2009); - for (int i = 0; i < input_size; ++i) { - srcY[i] = rand() % 256; - } - } - - for (int i = 0; i < NUM_BINS; i++) { - bins[i] = 0; - } - - // ------------------------------------------------------------------------ - // CPU Execution: - - unsigned int cpuHistogram[NUM_BINS]; - memset(cpuHistogram, 0, sizeof(cpuHistogram)); - histogram_CPU(width, height, srcY, cpuHistogram); - - cl::sycl::image<2> Img(srcY, image_channel_order::rgba, - image_channel_type::unsigned_int32, - range<2>{width / sizeof(uint4), height}); - - { - // create ranges - // We need that many task groups - auto GlobalRange = range<1>(range_width * range_height); - // We need that many tasks in each group - auto LocalRange = range<1>(1); - nd_range<1> Range(GlobalRange, LocalRange); - - auto e = q.submit([&](handler &cgh) { - auto readAcc = Img.get_access(cgh); - - cgh.parallel_for( - Range, [=](nd_item<1> ndi) SYCL_ESIMD_KERNEL { - // Get thread origin offsets - uint tid = ndi.get_group(0); - uint h_pos = (tid % range_width) * BLOCK_WIDTH; - uint v_pos = (tid / range_width) * BLOCK_HEIGHT; - - // Declare a 8x32 uchar matrix to store the input block pixel value - simd in; - - // Declare a vector to store the local histogram - simd histogram(0); - - // Each thread handles BLOCK_HEIGHTxBLOCK_WIDTH pixel block - for (int y = 0; y < BLOCK_HEIGHT / 8; y++) { - // Perform 2D media block read to load 8x32 pixel block - in = - media_block_load(readAcc, h_pos, v_pos); - - // Accumulate local histogram for each pixel value -#pragma unroll - for (int i = 0; i < 8; i++) { -#pragma unroll - for (int j = 0; j < 32; j++) { - histogram.select<1, 1>(in[i * 32 + j]) += 1; - } - } - - // Update starting offset for the next work block - v_pos += 8; - } - - // Declare a vector to store the offset for atomic write operation - simd offset(0, 1); // init to 0, 1, 2, ..., 7 - offset *= sizeof(unsigned int); - - // Update global sum by atomically adding each local histogram -#pragma unroll - for (int i = 0; i < NUM_BINS; i += 8) { - // Declare a vector to store the source for atomic write operation - simd src; - src = histogram.select<8, 1>(i); - -#ifdef __SYCL_DEVICE_ONLY__ - // flat_atomic(bins, offset, src, 1); - atomic_write( - bins, offset, src, 1); - offset += 8 * sizeof(unsigned int); -#else - auto vals = block_load(bins + i); - vals = vals + src; - block_store(bins + i, vals); -#endif - } - }); - }); - e.wait(); - - // SYCL will enqueue and run the kernel. Recall that the buffer's data is - // given back to the host at the end of scope. - } // make sure data is given back to the host at the end of this scope - - writeHist(bins); - writeHist(cpuHistogram); - // Checking Histogram - if (checkHistogram(cpuHistogram, bins)) { - std::cerr << "PASSED\n"; - return 0; - } else { - std::cerr << "FAILED\n"; - return 1; - } - - return 0; -} diff --git a/sycl/test/esimd/on-device/kmeans/kmeans.cpp b/sycl/test/esimd/on-device/kmeans/kmeans.cpp deleted file mode 100644 index 78ff50d959f1d..0000000000000 --- a/sycl/test/esimd/on-device/kmeans/kmeans.cpp +++ /dev/null @@ -1,765 +0,0 @@ -//==---------------- kmeans.cpp - DPC++ ESIMD on-device test --------------==// -// -// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. -// See https://llvm.org/LICENSE.txt for license information. -// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception -// -//===----------------------------------------------------------------------===// -// TODO enable on Windows and Level Zero -// REQUIRES: linux && gpu && opencl -// RUN: %clangxx-esimd -fsycl %s -I%S/.. -o %t.out -// RUN: env SYCL_DEVICE_TYPE=HOST %t.out %S/points.big.json -// RUN: %ESIMD_RUN_PLACEHOLDER %t.out %S/points.big.json -// - -#include "kmeans.h" -#include "esimd_test_utils.hpp" -#include "point.h" - -#include -#include -#include -#include -#include -#include - -using namespace cl::sycl; -using namespace sycl::INTEL::gpu; -using namespace std; - -// Each HW thread process POINTS_PER_THREAD points. If the total number of -// points is not divisible by POINTS_PER_THREAD. The following code then needs -// to handle out-of-bound reads/write. For now, we ignore the scenario by -// assuming totoal number of points can be divided by POINTS_PER_THREAD. -// kmeans is invoked multiple of iterations for centroids to converge. Only the -// final clustering results of points of the later iteration are recorded. -// - -template -void writeBuf(void *buf, const char *str, T val, uint32_t &idx) { - uint strl = 0; - while (*(str + strl) != 0) { - *((unsigned char *)buf + idx) = *(str + strl); - strl++; - idx++; - } - - // Terminate string - *((unsigned char *)buf + idx) = 0; - idx++; - - // Write sizeof val - *((unsigned char *)buf + idx) = sizeof(T); - idx++; - - // Write actual value - auto addr = (T *)((unsigned char *)buf + idx); - *addr = val; - idx += sizeof(T); -} - -ESIMD_INLINE void cmk_kmeans( - uint *pts_si, // binding table index of points - uint *cen_si, // binding table index of centroids - uint *acc_si, // binding table index of accum for computing new centroids - unsigned num_points, // number of points - bool final_iteration, // if this is the final iteration of kmeans - uint lid, char *dbgBuf) { - // read in all centroids - // this version we can only handle number of centroids no more than 64 - // We don't need cluster field so we read only the first two field - simd centroids; - auto centroidsMatRef = - centroids.format(); - simd offsets(0, 1); - offsets = offsets * DWORD_PER_POINT; - -#if 0 - // 1000 bytes per thread - uint _pos = lid * 1000; -#endif - -#pragma unroll - for (unsigned i = 0; i < ROUND_TO_16_NUM_CENTROIDS; - i += 16) // round up to next 16 - { - // untyped read will pack R, G into SOA - // matrix.row(0): x x x x . . . . // 16 position x - // matrix.row(1): y y y y . . . . // 16 position y - simd addrs = (i * DWORD_PER_CENTROID); - addrs += offsets; - addrs *= sizeof(float); - - centroidsMatRef.select<2, 1, 16, 1>(0, i) = - gather4((float *)cen_si, - addrs); - } - - simd accum(0); - auto accumMatRef = accum.format(); - auto num = - accumMatRef.row(2).format(); - - uint linear_tid = lid; - // each thread handles 256 points - unsigned start = linear_tid * POINTS_PER_THREAD * - DWORD_PER_POINT; // each point has 3 DWORD - - // use untyped read to read in points. - // Point is x, y, c - // the returned result will be shuffled. x, y, c will be packed nicely - for (unsigned i = 0; i < POINTS_PER_THREAD; i += 16) { - simd pos; - auto posMatRef = pos.format(); - simd cluster(0); - simd addrs = start; - addrs += (i * DWORD_PER_POINT); - addrs += offsets; - addrs *= sizeof(float); - - pos = gather4((float *)pts_si, - addrs); - - simd dx = posMatRef.row(0) - centroidsMatRef.row(0)[0]; - simd dy = posMatRef.row(1) - centroidsMatRef.row(1)[0]; - simd min_dist = dx * dx + dy * dy; - -#pragma unroll - for (unsigned j = 1; j < NUM_CENTROIDS; j++) { - // compute distance - dx = posMatRef.row(0) - centroidsMatRef.row(0)[j]; - dy = posMatRef.row(1) - centroidsMatRef.row(1)[j]; - simd dist = dx * dx + dy * dy; - cluster.merge(j, dist < min_dist); - min_dist.merge(dist, dist < min_dist); - } - - // if this is the final invocation of kmeans, write back clustering - // result - if (final_iteration) { - // point: x, y, cluster - // i * DWORD_PER_POINT + 2 to write to cluster field - simd addrs = (i * DWORD_PER_POINT) + 2; - addrs += offsets; - addrs += start; - addrs *= sizeof(unsigned); - - scatter(pts_si, cluster, addrs); - } - // go over each point and according to their classified cluster update - // accum - -#pragma unroll - for (unsigned k = 0; k < 16; k++) { - unsigned c = cluster[k]; - accumMatRef.select<1, 1, 1, 1>(0, c) += posMatRef.row(0)[k]; - } -#pragma unroll - for (unsigned k = 0; k < 16; k++) { - unsigned c = cluster[k]; - accumMatRef.select<1, 1, 1, 1>(1, c) += posMatRef.row(1)[k]; - } -#pragma unroll - for (unsigned k = 0; k < 16; k++) { - unsigned c = cluster[k]; - num.select<1, 1, 1, 1>(0, c)++; - } - } - - unsigned startoff = linear_tid * DWORD_PER_ACCUM * NUM_CENTROIDS; -#pragma unroll - for (unsigned i = 0; i < ROUND_TO_16_NUM_CENTROIDS; - i += 16) // round up to next 16 - { - auto a16 = accumMatRef.select<3, 1, 16, 1>(0, i).read(); - simd masks; - simd addrs = startoff + (i * DWORD_PER_ACCUM); - addrs += offsets; - addrs *= sizeof(float); - - masks = - ((offsets) + (i * DWORD_PER_ACCUM)) < (NUM_CENTROIDS * DWORD_PER_ACCUM); - - scatter4((float *)acc_si, a16, - addrs, masks); - } -} - -// each HW thread sum up 8xNUM_CENTROIDS accum -ESIMD_INLINE void cmk_accum_reduction(uint32_t *acc_si, uint lid) { - - // each thread computes one single centriod - uint linear_tid = lid; - simd accum; - simd sum(0); - auto sumMatRef = sum.format(); - auto num = sum.format() - .row(2) - .format(); - simd offsets(0, 1); - offsets = offsets * DWORD_PER_POINT; - unsigned start = - linear_tid * ACCUM_REDUCTION_RATIO * NUM_CENTROIDS * DWORD_PER_ACCUM; -#pragma unroll - for (unsigned i = 0; i < ACCUM_REDUCTION_RATIO; i++) { - unsigned next = start + i * NUM_CENTROIDS * DWORD_PER_ACCUM; -#pragma unroll - for (unsigned j = 0; j < ROUND_TO_16_NUM_CENTROIDS; - j += 16) // round up to next 16 - { - simd addrs = offsets; - offsets += next + (j * DWORD_PER_ACCUM); - offsets *= sizeof(float); - - accum.select<48, 1>(j * 3) = - gather4((float *)acc_si, - addrs); - } - auto accumMatRef = accum.format(); - sumMatRef.row(0) += accumMatRef.row(0); - sumMatRef.row(1) += accumMatRef.row(1); - num += accumMatRef.row(2).format(); - } - -#pragma unroll - for (unsigned i = 0; i < ROUND_TO_16_NUM_CENTROIDS; - i += 16) // round up to next 16 - { - simd masks; - auto a16 = sumMatRef.select<16, 1, 3, 1>(i, 0).read(); - simd addrs = offsets; - addrs += start + (i * DWORD_PER_ACCUM); - addrs *= sizeof(float); - - masks = (offsets + i * DWORD_PER_ACCUM < NUM_CENTROIDS * DWORD_PER_ACCUM); - - scatter4((float *)acc_si, a16, - addrs, masks); - } -} - -ESIMD_INLINE void cmk_compute_centroid_position( - uint32_t *cen_si, // binding table index of centroids - uint32_t - *acc_si, // binding table index of accum for computing new centroids - uint lid, - char *dbgBuf) { // linear group id -#if 0 - uint _pos = lid * 120; - writeBuf(dbgBuf, "lid", lid, _pos); -#endif - - simd offsets(0, 1); - const unsigned stride = NUM_CENTROIDS * ACCUM_REDUCTION_RATIO; - offsets = offsets * DWORD_PER_ACCUM * stride; - - // each thread computes one single centriod - uint linear_tid = lid; - - simd X(0); - simd Y(0); - simd N(0); - - unsigned num_accum_record = - (NUM_POINTS / (POINTS_PER_THREAD * ACCUM_REDUCTION_RATIO)); - - // process 4 reads per iterations to hide latency -#pragma unroll - for (unsigned i = 0; i < (num_accum_record >> 6) << 6; i += 64) { - // untyped read will pack R, G, B into SOA - // matrix.row(0): x x x x . . . . // 16 position x - // matrix.row(1): y y y y . . . . // 16 position y - // matrix.row(1): n n n n . . . . // 16 position num of points - simd addrs = offsets; - addrs += (linear_tid * DWORD_PER_ACCUM); - - simd accum0; - auto accum0MatRef = accum0.format(); - accum0 = gather4( - (float *)acc_si, - (addrs + (i * DWORD_PER_ACCUM * stride)) * sizeof(float)); - simd accum1; - auto accum1MatRef = accum1.format(); - accum1 = gather4( - (float *)acc_si, - (addrs + ((i + 16) * DWORD_PER_ACCUM * stride)) * sizeof(float)); - simd accum2; - auto accum2MatRef = accum2.format(); - accum2 = gather4( - (float *)acc_si, - (addrs + ((i + 32) * DWORD_PER_ACCUM * stride)) * sizeof(float)); - simd accum3; - auto accum3MatRef = accum3.format(); - accum3 = gather4( - (float *)acc_si, - (addrs + ((i + 48) * DWORD_PER_ACCUM * stride)) * sizeof(float)); - X += accum0MatRef.row(0) + accum1MatRef.row(0) + accum2MatRef.row(0) + - accum3MatRef.row(0); - Y += accum0MatRef.row(1) + accum1MatRef.row(1) + accum2MatRef.row(1) + - accum3MatRef.row(1); - N += accum0MatRef.row(2).format() + - accum1MatRef.row(2).format() + - accum2MatRef.row(2).format() + - accum3MatRef.row(2).format(); - } - // process remaining loop iterations -#pragma unroll - for (unsigned i = (num_accum_record >> 6) << 6; i < num_accum_record; - i += 16) { - simd accum0; - auto accum0MatRef = accum0.format(); - simd addrs = offsets; - addrs += (i * DWORD_PER_ACCUM * stride); - addrs += (linear_tid * DWORD_PER_ACCUM); - addrs *= sizeof(float); - accum0 = gather4( - (float *)acc_si, addrs); - X += accum0MatRef.row(0).read(); - Y += accum0MatRef.row(1).read(); - N += accum0MatRef.row(2).format().read(); - } - - simd centroid(0.0f); - unsigned num = reduce(N, std::plus<>()); - - centroid.select<1, 1>(0) = reduce(X, std::plus<>()) / num; - centroid.select<1, 1>(1) = reduce(Y, std::plus<>()) / num; - auto centroidsInt = centroid.format(); - centroidsInt.select<1, 1>(2) = num; - - // update centroid(linear_tid) - - simd mask(0); - mask.select<3, 1>(0) = 1; - simd addrs; - addrs = linear_tid; - addrs *= DWORD_PER_CENTROID; - simd init8(0, 1); - addrs.select<8, 1>(0) += init8; - addrs *= sizeof(float); - - scatter((float *)cen_si, centroid, addrs, mask); -} - -// Begin copy-paste from kmeans.cpp - -typedef bool boolean; - -#define NUM_ITERATIONS 7 - -inline float dist(Point p, Centroid c) { - float dx = p.x - c.x; - float dy = p.y - c.y; - return dx * dx + dy * dy; -} - -void clustering(Point *pts, // points - unsigned num_pts, // number of points - Centroid *ctrds, // centroids - unsigned num_ctrds) // number of centroids -{ - - for (auto i = 0; i < num_pts; i++) { - float min_dis = -1; - auto cluster_idx = 0; - // for each point, compute the min distance to centroids - for (auto j = 0; j < num_ctrds; j++) { - float dis = dist(pts[i], ctrds[j]); - - if (dis < min_dis || min_dis == -1) { - min_dis = dis; - cluster_idx = j; - } - } - pts[i].cluster = cluster_idx; - } - // compute new positions of centroids - Accum *accum = (Accum *)malloc(num_ctrds * sizeof(Accum)); - memset(accum, 0, num_ctrds * sizeof(Accum)); - for (auto i = 0; i < num_pts; i++) { - auto c = pts[i].cluster; - accum[c].x_sum += pts[i].x; - accum[c].y_sum += pts[i].y; - accum[c].num_points++; - } - for (auto j = 0; j < num_ctrds; j++) { - ctrds[j].x = accum[j].x_sum / accum[j].num_points; - ctrds[j].y = accum[j].y_sum / accum[j].num_points; - ctrds[j].num_points = accum[j].num_points; - } - delete accum; -} - -#define max(a, b) (((a) > (b)) ? (a) : (b)) - -boolean verify_result(Point *gpu_pts, // gpu points result - Point *cpu_pts, // cpu points result - Centroid *gpu_ctrds, // gpu centroids result - Centroid *cpu_ctrds, // cpu centroids result - unsigned num_pts, // number of points - unsigned num_ctrds) // number of centroids -{ - - for (auto i = 0; i < num_ctrds; i++) { - float errX = fabs(gpu_ctrds[i].x - cpu_ctrds[i].x) / - max(fabs(gpu_ctrds[i].x), fabs(cpu_ctrds[i].x)); - float errY = fabs(gpu_ctrds[i].y - cpu_ctrds[i].y) / - max(fabs(gpu_ctrds[i].y), fabs(cpu_ctrds[i].y)); - float errSize = - abs(gpu_ctrds[i].num_points - cpu_ctrds[i].num_points) / - max(abs(gpu_ctrds[i].num_points), abs(cpu_ctrds[i].num_points)); - std::cout << i << ": Wanted (" << cpu_ctrds[i].x << "," << cpu_ctrds[i].y - << ", " << cpu_ctrds[i].num_points << ")\n"; - std::cout << "Got (" << gpu_ctrds[i].x << "," << gpu_ctrds[i].y << ", " - << gpu_ctrds[i].num_points << ")\n"; - if (errX >= 0.001f || errY >= 0.001f || errSize >= 0.001f) { - std::cout << "Error, index " << i << ": Wanted (" << cpu_ctrds[i].x << "," - << cpu_ctrds[i].y << ", " << cpu_ctrds[i].num_points << ")\n"; - std::cout << "Got (" << gpu_ctrds[i].x << "," << gpu_ctrds[i].y << ", " - << gpu_ctrds[i].num_points << ")\n"; - return false; - } - } - - return true; -} - -void dump_accum(Accum *accum, unsigned total_accum_record) { - std::cout << " \tx_sum\t\ty_sum\t num_points" << std::endl; - for (unsigned i = 0; i < total_accum_record; i++) { - if (i % NUM_CENTROIDS == 0) - std::cout << std::endl; - std::cout << "Accum " << i << " \t" << accum[i].x_sum << "\t\t" - << accum[i].y_sum << " \t" << accum[i].num_points << std::endl; - } -} -// take initial points and run k mean clustering number of iterations -void cpu_kmeans(Point *pts, // points - unsigned num_pts, // number of points - Centroid *ctrds, // centroids - unsigned num_ctrds, // number of centroids - unsigned iterations) // run clustering number of iterations -{ - - for (auto i = 0; i < iterations; i++) { - clustering(pts, num_pts, ctrds, num_ctrds); - } -} - -// GPU has already aggregrated x_sum, y_sum and num_points for each cluster -// this function computes new centroid position -void cpu_compute_centroid_position(Accum *accum, Centroid *centroids, - unsigned num_centroids) { - for (auto i = 0; i < num_centroids; i++) { - centroids[i].x = accum[i].x_sum / accum[i].num_points; - centroids[i].y = accum[i].y_sum / accum[i].num_points; - centroids[i].num_points = accum[i].num_points; - } -} - -std::vector> read(std::string &data) { - std::vector> ret; - auto pos = data.find("["); - pos += 1; - - auto findNextPair = [&data](auto &pos, std::pair &p) { - // [2.1234,1.234] - // pos pointing at or before '[' - pos = data.find('[', pos); - if (pos == std::string::npos) - return false; - - // Move beyond '[' - pos += 1; - - auto comma = data.find(',', pos); - std::string firstNumber = data.substr(pos, comma - pos); - - // Move beyond ',' - comma += 1; - - pos = data.find(']', comma); - std::string secondNumber = data.substr(comma, pos - comma); - - p.first = std::atof(firstNumber.data()); - p.second = std::atof(secondNumber.data()); - - return true; - }; - - while (1) { - std::pair d; - bool valid = findNextPair(pos, d); - if (!valid) - break; - - ret.push_back(d); - } - - return ret; -} - -// Wrote afresh to read data from json file instead of -// using Cm's implementation that used a json library. -// There were some compile time issues using the lib. -bool openPointsJSON(const char *filename, - std::vector> &data) { - std::ifstream fs; - fs.open(filename, std::ifstream::in); - - if (!fs.is_open()) { - std::cerr << "Error opening file\n"; - return false; - } - - std::filebuf *pbuf = fs.rdbuf(); - std::size_t size = pbuf->pubseekoff(0, fs.end, fs.in); - pbuf->pubseekpos(0, fs.in); - - // allocate memory to contain file data - char *buffer = new char[size]; - // get file data - pbuf->sgetn(buffer, size); - - std::string line(buffer); - delete[] buffer; - - data = read(line); - - fs.close(); - - return true; -} - -// return msecond -static double report_time(const string &msg, event e) { - cl_ulong time_start = - e.get_profiling_info(); - cl_ulong time_end = - e.get_profiling_info(); - double elapsed = (time_end - time_start) / 1e6; - // cerr << msg << elapsed << " msecs" << std::endl; - return elapsed; -} - -int main(int argc, char *argv[]) { - if (argc != 2) { - std::cerr << "Usage: kmeans.exe input_file" << std::endl; - exit(1); - } - queue q(esimd_test::ESIMDSelector{}, esimd_test::createExceptionHandler(), - property::queue::enable_profiling{}); - auto dev = q.get_device(); - auto ctxt = q.get_context(); - - size_t index; - - std::vector> pointsDataJSON; - auto success = openPointsJSON(argv[1], pointsDataJSON); - - // 100.000 points it's the repository default. - - // validates json - if (!success) { - printf("Error parsing Json file"); - fflush(stdout); - return -1; - } - - // allocate memory for points - Point *points = (Point *)malloc_shared(NUM_POINTS * sizeof(Point), dev, ctxt); - memset(points, 0, NUM_POINTS * sizeof(Point)); - - // load points from json - unsigned int idx = 0; - for (auto item : pointsDataJSON) { - points[idx].x = item.first; - points[idx].y = item.second; - ++idx; - - if (idx == NUM_POINTS) - break; - } - - std::cout << "read in points" << std::endl; - - // allocate memory for points and centroids - Centroid *centroids = - (Centroid *)malloc_shared(NUM_CENTROIDS * sizeof(Centroid), dev, ctxt); - // init centroids with the first num_centroids points - for (auto i = 0; i < NUM_CENTROIDS; i++) { - centroids[i].x = points[i].x; - centroids[i].y = points[i].y; - centroids[i].num_points = 0; - } - // Accum is for aggregrating (x,y) of the same cluster to compute new - // centroid positions - Accum *accum = (Accum *)malloc_shared((NUM_POINTS / POINTS_PER_THREAD) * - NUM_CENTROIDS * sizeof(Accum), - dev, ctxt); - memset(accum, 0, - (NUM_POINTS / POINTS_PER_THREAD) * NUM_CENTROIDS * sizeof(Accum)); - - // compute CPU kmean results for verifying results later - std::cout << "compute reference output" << std::endl; - Point *cpu_points = (Point *)malloc(NUM_POINTS * sizeof(Point)); - memcpy(cpu_points, points, NUM_POINTS * sizeof(Point)); - Centroid *cpu_centroids = - (Centroid *)malloc(NUM_CENTROIDS * sizeof(Centroid)); - memcpy(cpu_centroids, centroids, NUM_CENTROIDS * sizeof(Centroid)); - cpu_kmeans(cpu_points, NUM_POINTS, cpu_centroids, NUM_CENTROIDS, - NUM_ITERATIONS); - - std::cout << "compute reference output successful" << std::endl; - - double kernel1_time_in_ns = 0; - double kernel2_time_in_ns = 0; - double kernel3_time_in_ns = 0; -#ifndef ENABLE_PRINTF - constexpr unsigned int SZ = 0; - char *dbgBuf = nullptr; -#else - constexpr unsigned int SZ = 10000; - char *dbgBuf = (char *)malloc_shared(SZ * sizeof(uint), dev, ctxt); -#endif - memset(dbgBuf, 0, SZ * sizeof(uint)); - - //---- - // Actual execution goes here - - unsigned int total_threads = (NUM_POINTS - 1) / POINTS_PER_THREAD + 1; - auto GlobalRange = cl::sycl::range<1>(total_threads); - cl::sycl::range<1> LocalRange{1}; - auto GlobalRange1 = cl::sycl::range<1>(NUM_CENTROIDS); - cl::sycl::range<1> LocalRange1 = cl::sycl::range<1>{1}; - - auto submitJobs = [&](bool finalIter) { - // kmeans - auto e = q.submit([&](cl::sycl::handler &cgh) { - cgh.parallel_for( - GlobalRange * LocalRange, [=](id<1> i) SYCL_ESIMD_KERNEL { - using namespace sycl::INTEL::gpu; - cmk_kmeans((uint *)points, (uint *)centroids, (uint *)accum, - NUM_POINTS, finalIter, i, dbgBuf); - }); - }); - - e.wait(); - kernel1_time_in_ns += report_time("kernel1", e); - - printf("Done with kmeans\n"); - -#if ACCUM_REDUCTION_RATIO > 1 - // accum_reduction - unsigned total_accum_record = NUM_POINTS / POINTS_PER_THREAD; - GlobalRange = - cl::sycl::range<2>(total_accum_record / ACCUM_REDUCTION_RATIO, 1); - auto e1 = q.submit([&](cl::sycl::handler &cgh) { - cgh.parallel_for(GlobalRange * LocalRange, - [=](id<1> i) SYCL_ESIMD_KERNEL { - using namespace sycl::INTEL::gpu; - cmk_accum_reduction((uint *)accum, i); - }); - }); - e.wait(); - kernel2_time_in_ns += report_time("kernel2", e1); -#endif - - // compute centroid position - auto e2 = q.submit([&](cl::sycl::handler &cgh) { - cgh.parallel_for( - GlobalRange1 * LocalRange1, [=](id<1> i) SYCL_ESIMD_KERNEL { - using namespace sycl::INTEL::gpu; - cmk_compute_centroid_position((uint *)centroids, (uint *)accum, i, - dbgBuf); - }); - }); - e2.wait(); - kernel3_time_in_ns += report_time("kernel3", e2); - }; - - for (auto i = 0; i < NUM_ITERATIONS - 1; i++) { - submitJobs(false); - } - submitJobs(true); - - //--- - - auto correct = verify_result(points, cpu_points, centroids, cpu_centroids, - NUM_POINTS, NUM_CENTROIDS); -#ifdef ENABLE_PRINTF - std::cout << "Dbgbuf:" << std::endl; - char tmp[SZ + 1]; - uint idx1 = 0; - uint totalSize = 0; - bool strName = true; - for (unsigned int i = 0; i < SZ; i++) { - if (strName) { - tmp[idx1++] = dbgBuf[i]; - if (dbgBuf[i] == 0) { - // end string - strName = false; - continue; - } - } else { - // read actual value - unsigned int size = dbgBuf[i++]; - totalSize += size; - if (size > 0) { - std::cout << (const char *)tmp << "(" << size << " bytes) = "; - if (size > 1000) - std::cout << "***** Bad size *****" << std::endl; - else { - - for (unsigned int j = 0; j != size; j++, i++) { - printf("0x%x ", ((unsigned char *)dbgBuf)[i]); - } - std::cout << std::endl; - } - i--; - } - for (unsigned int i1 = 0; i1 != 512; i1++) - tmp[i1] = 0; - strName = true; - idx1 = 0; - } - } -#endif - - std::cout << std::endl; - - float kernel1_time = kernel1_time_in_ns; - float kernel2_time = kernel2_time_in_ns; - float kernel3_time = kernel3_time_in_ns; - float kernel_time = kernel1_time + kernel2_time + kernel3_time; - - printf("\n--- ESIMD Kernel execution stats begin ---\n"); - - printf("NUMBER_OF_POINTS: %d\n", NUM_POINTS); - printf("NUMBER_OF_CENTROIDS: %d\n", NUM_CENTROIDS); - printf("NUMBER_OF_ITERATIONS: %d\n", NUM_ITERATIONS); - printf("POINTS_PER_THREAD: %d\n", POINTS_PER_THREAD); - printf("ACCUM_REDUCTION_RATIO: %d\n\n", ACCUM_REDUCTION_RATIO); - - printf("Average kernel1 time: %f ms\n", kernel1_time / NUM_ITERATIONS); - printf("Total kernel1 time: %f ms\n\n", kernel1_time); - - printf("Average kernel2 time: %f ms\n", kernel2_time / NUM_ITERATIONS); - printf("Total kernel2 time: %f ms\n\n", kernel2_time); - - printf("Average kernel3 time: %f ms\n", kernel3_time / NUM_ITERATIONS); - printf("Total kernel3 time: %f ms\n\n", kernel3_time); - - printf("Average kernel time: %f ms\n", kernel_time / NUM_ITERATIONS); - printf("Total kernel time: %f ms\n\n", kernel_time); - - printf("--- ESIMD Kernel execution stats end ---\n\n"); - - std::cout << std::endl; - - delete cpu_points; - delete cpu_centroids; - - std::cout << ((correct) ? "PASSED" : "FAILED") << std::endl; - return !correct; -} diff --git a/sycl/test/esimd/on-device/kmeans/kmeans.h b/sycl/test/esimd/on-device/kmeans/kmeans.h deleted file mode 100644 index 225ebd66a4041..0000000000000 --- a/sycl/test/esimd/on-device/kmeans/kmeans.h +++ /dev/null @@ -1,25 +0,0 @@ -//==---------------- kmeans.h - DPC++ ESIMD on-device test ----------------==// -// -// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. -// See https://llvm.org/LICENSE.txt for license information. -// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception -// -//===----------------------------------------------------------------------===// - -#ifndef KMEANS_H_INCLUDED -#define KMEANS_H_INCLUDED - -#define NUM_POINTS 98304 * 8 - -#define POINTS_PER_THREAD 256 - -// can handle up to 160 centroids without spilling -#define NUM_CENTROIDS 20 - -// round to next 16 so as to handle reading centroids easily -// read 16 centroids at one time -#define ROUND_TO_16_NUM_CENTROIDS (((NUM_CENTROIDS - 1) / 16 + 1) * 16) - -#define ACCUM_REDUCTION_RATIO 1 - -#endif // KMEANS_H_INCLUDED diff --git a/sycl/test/esimd/on-device/kmeans/point.h b/sycl/test/esimd/on-device/kmeans/point.h deleted file mode 100644 index 19b5ba72ec201..0000000000000 --- a/sycl/test/esimd/on-device/kmeans/point.h +++ /dev/null @@ -1,36 +0,0 @@ -//==---------------- point.h - DPC++ ESIMD on-device test -----------------==// -// -// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. -// See https://llvm.org/LICENSE.txt for license information. -// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception -// -//===----------------------------------------------------------------------===// - -#ifndef POINT_H_INCLUDED -#define POINT_H_INCLUDED - -typedef struct { - float x; - float y; - int cluster; -} Point; - -#define DWORD_PER_POINT 3 - -typedef struct { - float x; - float y; - int num_points; -} Centroid; - -#define DWORD_PER_CENTROID 3 - -typedef struct { - float x_sum; - float y_sum; - int num_points; -} Accum; - -#define DWORD_PER_ACCUM 3 - -#endif // POINT_H_INCLUDED diff --git a/sycl/test/esimd/on-device/kmeans/points.big.json b/sycl/test/esimd/on-device/kmeans/points.big.json deleted file mode 100644 index 0e2d4142bac0f..0000000000000 --- a/sycl/test/esimd/on-device/kmeans/points.big.json +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file diff --git a/sycl/test/esimd/on-device/linear/bitmap_helpers.h b/sycl/test/esimd/on-device/linear/bitmap_helpers.h deleted file mode 100644 index 80bc49bb414d0..0000000000000 --- a/sycl/test/esimd/on-device/linear/bitmap_helpers.h +++ /dev/null @@ -1,292 +0,0 @@ -//==---------------- bitmap_helpers.h - DPC++ ESIMD on-device test --------==// -// -// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. -// See https://llvm.org/LICENSE.txt for license information. -// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception -// -//===----------------------------------------------------------------------===// - -#pragma once - -#ifndef ESIMD_EXAMPLES_COMMON_BITMAP_HELPERS_H -#define ESIMD_EXAMPLES_COMMON_BITMAP_HELPERS_H - -#ifdef _MSC_VER -#pragma warning(disable : 4996) -#endif // _MSC_VER - -#include -#include -#include - -#include -#include -#include -#include - -__SYCL_INLINE_NAMESPACE(cl) { - namespace sycl { - namespace intel { - namespace util { - namespace bitmap { - -#ifndef PACKED -#ifdef _MSC_VER -#define BEGIN_PACKED __pragma(pack(push, 1)) -#define END_PACKED __pragma(pack(pop)) -#else -#define BEGIN_PACKED _Pragma("pack(push, 1)") -#define END_PACKED _Pragma("pack(pop)") -#endif -#endif - - BEGIN_PACKED - - struct BitMapFileHeader { - uint16_t Type; - uint32_t FileSize; - uint16_t Res1; - uint16_t Res2; - uint32_t PixelOffset; - }; - - struct BitMapInfoHeader { - uint32_t HeaderSize; - uint32_t Width; - uint32_t Height; - uint16_t Planes; - uint16_t BitsPerPixel; - uint32_t Compression; - uint32_t ImageSize; - uint32_t XPixelsPerMeter; - uint32_t YPixelsPerMeter; - uint32_t ColorsUsed; - uint32_t ColorsImportant; - }; - - END_PACKED - - class BitMap { - unsigned Width; - unsigned Height; - unsigned BPP; - unsigned XPPM, YPPM; - unsigned char *Data; - - protected: - BitMap(unsigned W, unsigned H, unsigned bpp, unsigned xppm, unsigned yppm) - : Width(W), Height(H), BPP(bpp), XPPM(xppm), YPPM(yppm), Data(nullptr) { - } - - public: - BitMap() : Width(0), Height(0), BPP(0), XPPM(0), YPPM(0), Data(nullptr) {} - ~BitMap() { - if (Data) { - std::free(Data); - Data = nullptr; - } - } - - unsigned getWidth() const { return Width; } - unsigned getHeight() const { return Height; } - unsigned getBPP() const { return BPP; } - unsigned getXPPM() const { return XPPM; } - unsigned getYPPM() const { return YPPM; } - unsigned char *getData() const { return Data; } - - void setData(unsigned char *D) { - if (Data) - std::free(Data); - Data = D; - } - - // Copy except data. - BitMap(const BitMap &B) { - Width = B.Width; - Height = B.Height; - BPP = B.BPP; - XPPM = B.XPPM; - YPPM = B.YPPM; - Data = nullptr; - } - - // Move everything. - BitMap(BitMap &&B) { - Width = B.Width; - Height = B.Height; - BPP = B.BPP; - XPPM = B.XPPM; - YPPM = B.YPPM; - Data = B.Data; - B.Data = nullptr; - } - - static BitMap load(const std::string &FilePath) { - const auto S = FilePath.c_str(); - const auto FP = std::fopen(S, "rb"); - if (!FP) { - std::perror(S); - exit(1); - } - - // Verify bitmap file header. - BitMapFileHeader BFH; - if (std::fread(&BFH, 1, sizeof(BFH), FP) != sizeof(BFH)) { - std::cerr << "Error: failed to read bitmap header from " << S << ".\n"; - exit(1); - } - if (BFH.Type != 0x4d42) { - std::cerr << "Error: " << S << "is not a bitmap file.\n"; - exit(1); - } - - // Verify bitmap info header. - BitMapInfoHeader BIH; - if (std::fread(&BIH, 1, sizeof(BIH), FP) != sizeof(BIH)) { - std::cerr << "Error: failed to read bitmap info from " << S << ".\n"; - exit(1); - } - if (BIH.HeaderSize != 40 || BIH.Planes != 1 || BIH.BitsPerPixel != 24 || - BIH.Compression != 0 || BIH.ColorsUsed != 0 || - BIH.ColorsImportant != 0) { - std::cerr << "Error: " << S << " is not supported.\n"; - exit(1); - } - if (BIH.ImageSize == 0) - BIH.ImageSize = BIH.Width * BIH.Height * (BIH.BitsPerPixel / 8); - - unsigned char *Data = - reinterpret_cast(std::malloc(BIH.ImageSize)); - if (!Data) { - std::cerr << "Error: insufficient memory to load " << S << ".\n"; - exit(1); - } - - std::fseek(FP, BFH.PixelOffset, SEEK_SET); - if (std::fread(Data, 1, BIH.ImageSize, FP) != BIH.ImageSize) { - std::cerr << "Error: failed to read image from " << S << ".\n"; - exit(1); - } - - std::fclose(FP); - - BitMap Img(BIH.Width, BIH.Height, BIH.BitsPerPixel, BIH.XPixelsPerMeter, - BIH.YPixelsPerMeter); - Img.setData(Data); - - return Img; - } - - void save(const std::string &FilePath) { - const auto S = FilePath.c_str(); - const auto FP = std::fopen(S, "wb"); - if (!FP) { - std::perror(S); - exit(1); - } - - unsigned ImageSize = (BPP / 8) * Width * Height; - - BitMapFileHeader BFH; - BitMapInfoHeader BIH; - - BFH.Type = 0x4d42; - BFH.FileSize = sizeof(BFH) + sizeof(BIH) + ImageSize; - BFH.Res1 = BFH.Res2 = 0; - BFH.PixelOffset = sizeof(BFH) + sizeof(BIH); - - BIH.HeaderSize = sizeof(BIH); - BIH.Width = Width; - BIH.Height = Height; - BIH.Planes = 1; - BIH.BitsPerPixel = BPP; - BIH.Compression = 0; - BIH.ImageSize = ImageSize; - BIH.XPixelsPerMeter = XPPM; - BIH.YPixelsPerMeter = YPPM; - BIH.ColorsUsed = 0; - BIH.ColorsImportant = 0; - - std::fwrite(&BFH, sizeof(BFH), 1, FP); - std::fwrite(&BIH, sizeof(BIH), 1, FP); - std::fwrite(Data, 1, ImageSize, FP); - - std::fclose(FP); - } - - template - static bool checkResult(char *f_out_str, char *f_gold_str, T tolerance) { - unsigned char header_out[54]; - unsigned char header_gold[54]; - unsigned int width; - unsigned int height; - unsigned char *img_out, *img_gold; - unsigned int i; - FILE *f_out; - FILE *f_gold; - - f_out = fopen(f_out_str, "rb"); - if (f_out == NULL) { - perror(f_out_str); - return false; - } - if (fread(header_out, 1, 54, f_out) != 54) { - perror(f_out_str); - return false; - } - - f_gold = fopen(f_gold_str, "rb"); - if (f_gold == NULL) { - perror(f_gold_str); - return false; - } - if (fread(header_gold, 1, 54, f_gold) != 54) { - perror(f_gold_str); - return false; - } - - if (header_out[18] != header_gold[18] || - header_out[22] != header_gold[22]) { - fclose(f_out); - fclose(f_gold); - perror("headers are different\n"); - return false; - } - - width = abs(*(short *)&header_out[18]); - height = abs(*(short *)&header_out[22]); - - img_out = (unsigned char *)malloc(width * height * 3); - img_gold = (unsigned char *)malloc(width * height * 3); - - if (fread(img_out, 1, width * height * 3, f_out) != width * height * 3) { - perror(f_out_str); - return false; - } - - if (fread(img_gold, 1, width * height * 3, f_gold) != - width * height * 3) { - perror(f_gold_str); - return false; - } - - fclose(f_out); - fclose(f_gold); - - for (i = 0; i < width * height * 3; i++) { - if (abs(img_out[i] - img_gold[i]) > tolerance) { - return false; - } - } - - return true; - } - }; - - } // end namespace bitmap - } // end namespace util - } // end namespace intel - } // end namespace sycl -} // end __SYCL_INLINE_NAMESPACE(cl) - -#endif // ESIMD_EXAMPLES_COMMON_BITMAP_HELPERS_H diff --git a/sycl/test/esimd/on-device/linear/linear.cpp b/sycl/test/esimd/on-device/linear/linear.cpp deleted file mode 100644 index 57260edb3e460..0000000000000 --- a/sycl/test/esimd/on-device/linear/linear.cpp +++ /dev/null @@ -1,140 +0,0 @@ -//==---------------- linear.cpp - DPC++ ESIMD on-device test --------------==// -// -// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. -// See https://llvm.org/LICENSE.txt for license information. -// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception -// -//===----------------------------------------------------------------------===// -// TODO enable on Windows and Level Zero -// REQUIRES: linux && gpu && opencl -// RUN: %clangxx-esimd -fsycl %s -I%S/.. -o %t.out -// RUN: env SYCL_DEVICE_TYPE=HOST %t.out %S/linear_in.bmp %S/linear_gold_hw.bmp -// RUN: %ESIMD_RUN_PLACEHOLDER %t.out %S/linear_in.bmp %S/linear_gold_hw.bmp - -#include "bitmap_helpers.h" -#include "esimd_test_utils.hpp" - -#include -#include -#include -#include - -using namespace cl::sycl; - -int main(int argc, char *argv[]) { - if (argc != 3) { - std::cerr << "Usage: Linear.exe input_file ref_file" << std::endl; - exit(1); - } - - // Loads an input image named "image_in.bmp". - auto input_image = sycl::intel::util::bitmap::BitMap::load(argv[1]); - - // Gets the width and height of the input image. - unsigned int width = input_image.getWidth(); - unsigned int height = input_image.getHeight(); - unsigned int bpp = input_image.getBPP(); - - // Checks the value of width, height and bpp(bits per pixel) of the image. - // Only images in 8-bit RGB format are supported. - // Only images with width and height a multiple of 8 are supported. - if (width & 7 || height & 7 || bpp != 24) { - std::cerr << "Error: Only images in 8-bit RGB format with width and " - << "height a multiple of 8 are supported.\n"; - exit(1); - } - - // Copies input image to output except for the data. - auto output_image = input_image; - - // Sets image size in bytes. There are a total of width*height pixels and - // each pixel occupies (out.getBPP()/8) bytes. - unsigned int img_size = width * height * bpp / 8; - - // Sets output to blank image. - output_image.setData(new unsigned char[img_size]); - - { - unsigned int img_width = width * bpp / (8 * sizeof(int)); - - cl::sycl::image<2> imgInput( - (unsigned int *)input_image.getData(), image_channel_order::rgba, - image_channel_type::unsigned_int8, range<2>{img_width, height}); - - cl::sycl::image<2> imgOutput( - (unsigned int *)output_image.getData(), image_channel_order::rgba, - image_channel_type::unsigned_int8, range<2>{img_width, height}); - - // We need that many workitems - uint range_width = width / 8; - uint range_height = height / 6; - cl::sycl::range<2> GlobalRange{range_width, range_height}; - - // Number of workitems in a workgroup - cl::sycl::range<2> LocalRange{1, 1}; - - queue q(esimd_test::ESIMDSelector{}, esimd_test::createExceptionHandler()); - - auto dev = q.get_device(); - auto ctxt = q.get_context(); - std::cout << "Running on " << dev.get_info() << "\n"; - - auto e = q.submit([&](cl::sycl::handler &cgh) { - auto accInput = - imgInput.get_access(cgh); - auto accOutput = - imgOutput.get_access(cgh); - - cgh.parallel_for( - GlobalRange * LocalRange, [=](item<2> it) SYCL_ESIMD_KERNEL { - using namespace sycl::INTEL::gpu; - - simd vin; - auto in = vin.format(); - - simd vout; - auto out = vout.format(); - - simd vm; - auto m = vm.format(); - - uint h_pos = it.get_id(0); - uint v_pos = it.get_id(1); - - in = media_block_load(accInput, h_pos * 24, - v_pos * 6); - - simd vin_float = convert(vin); - auto in_float = vin_float.format(); - m = in_float.select<6, 1, 24, 1>(1, 3); - m += in_float.select<6, 1, 24, 1>(0, 0); - m += in_float.select<6, 1, 24, 1>(0, 3); - m += in_float.select<6, 1, 24, 1>(0, 6); - m += in_float.select<6, 1, 24, 1>(1, 0); - m += in_float.select<6, 1, 24, 1>(1, 6); - m += in_float.select<6, 1, 24, 1>(2, 0); - m += in_float.select<6, 1, 24, 1>(2, 3); - m += in_float.select<6, 1, 24, 1>(2, 6); - m = m * 0.111f; - - vout = convert(vm); - - media_block_store(accOutput, h_pos * 24, - v_pos * 6, out); - }); - }); - e.wait(); - } - - output_image.save("linear_out.bmp"); - bool passed = sycl::intel::util::bitmap::BitMap::checkResult("linear_out.bmp", - argv[2], 5); - - if (passed) { - std::cerr << "PASSED\n"; - return 0; - } else { - std::cerr << "FAILED\n"; - return 1; - } -} diff --git a/sycl/test/esimd/on-device/linear/linear_gold_hw.bmp b/sycl/test/esimd/on-device/linear/linear_gold_hw.bmp deleted file mode 100644 index 196e93c9ee517ee29a2cfd3f251a5d1fcfc5a355..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 921654 zcmYJbXIvENw)VZB_siLeox3Y^tj-bWhHi3_oO2GM1W^zKjH9EYPSP>wJf<-RL=h!P z&N)Xxk|>x^XP{HWk(&;R$2f4u%b z|M=NM%rb*i&0b%}pYuC5KC3JObwmc|0MXNAUP!flwkO zWQ0_1ZmDgqxB!FC2`^xwhbI$+l#BB)4Cj#-K948h@r6RMOe9z0gcKEuaYDkA%3;gl z@;Mle!b7=mJRXMQd_G?;muj_2wMr@`ctQbuI9vc<7JR>QLaq?2bV_q8gO#m=otu|; 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(auto lane = 0; lane < 16; ++lane) { - int ix_lane = ix + (lane & 0x7); - int iy_lane = iy + (lane >> 3); - float xPos = ix_lane * scale + xOff; - float yPos = iy_lane * scale + yOff; - float x = 0.0f; - float y = 0.0f; - float xx = 0.0f; - float yy = 0.0f; - - int mtemp = 0; - do { - y = x * y * 2.0f + yPos; - x = xx - yy + xPos; - yy = y * y; - xx = x * x; - mtemp += 1; - } while ((mtemp < crunch) & (xx + yy < 4.0f)); - - m.select<1, 0>(lane) = mtemp; - - } // SIMT_END - - simd color = (((m * 15) & 0xff)) + (((m * 7) & 0xff) * 256) + - (((m * 3) & 0xff) * 65536); - - // because the output is a y-tile 2D surface - // we can only write 32-byte wide - media_block_store(out_image, ix * sizeof(int), iy, - color.format()); -} - -int main(int argc, char *argv[]) { - if (argc != 3) { - std::cerr << "Usage: mandelbrot.exe output_file ref_file" << std::endl; - exit(1); - } - // Gets the width and height of the input image. - const unsigned img_size = WIDTH * HEIGHT * 4; - // Sets output to blank image. - unsigned char *buf = new unsigned char[img_size]; - - { - cl::sycl::image<2> imgOutput((unsigned int *)buf, image_channel_order::rgba, - image_channel_type::unsigned_int8, - range<2>{WIDTH, HEIGHT}); - - // We need that many workitems - uint range_width = WIDTH / 8; - uint range_height = HEIGHT / 2; - cl::sycl::range<2> GlobalRange{range_width, range_height}; - - // Number of workitems in a workgroup - cl::sycl::range<2> LocalRange{1, 1}; - - queue q(esimd_test::ESIMDSelector{}, esimd_test::createExceptionHandler()); - - auto dev = q.get_device(); - auto ctxt = q.get_context(); - std::cout << "Running on " << dev.get_info() << "\n"; - - auto e = q.submit([&](cl::sycl::handler &cgh) { - auto accOutput = - imgOutput.get_access(cgh); - - cgh.parallel_for( - GlobalRange * LocalRange, [=](item<2> it) SYCL_ESIMD_KERNEL { - uint h_pos = it.get_id(0); - uint v_pos = it.get_id(1); - mandelbrot(accOutput, h_pos, v_pos, CRUNCH, XOFF, YOFF, SCALE); - }); - }); - e.wait(); - } - - char *out_file = argv[1]; - FILE *dumpfile = fopen(out_file, "w"); - if (!dumpfile) { - std::cerr << "Cannot open " << out_file << std::endl; - return -2; - } - fprintf(dumpfile, "P6\x0d\x0a"); - fprintf(dumpfile, "%u %u\x0d\x0a", WIDTH, (HEIGHT - 2)); - fprintf(dumpfile, "%u\x0d\x0a", 255); - fclose(dumpfile); - dumpfile = fopen(out_file, "ab"); - for (int32_t i = 0; i < WIDTH * (HEIGHT - 2); ++i) { - fwrite(&buf[i * 4], sizeof(char), 1, dumpfile); - fwrite(&buf[i * 4 + 1], sizeof(char), 1, dumpfile); - fwrite(&buf[i * 4 + 2], sizeof(char), 1, dumpfile); - } - fclose(dumpfile); - - bool passed = true; - if (!esimd_test::cmp_binary_files(out_file, argv[2], 0)) { - std::cerr << out_file << " does not match the reference file " << argv[2] - << std::endl; - passed = false; - } - - delete[] buf; - - if (passed) { - std::cerr << "PASSED\n"; - return 0; - } else { - std::cerr << "FAILED\n"; - return 1; - } -} diff --git a/sycl/test/esimd/on-device/mandelbrot/output.ppm b/sycl/test/esimd/on-device/mandelbrot/output.ppm deleted file mode 100644 index 566724a49bf9a..0000000000000 --- a/sycl/test/esimd/on-device/mandelbrot/output.ppm +++ /dev/null @@ -1,213 +0,0 @@ -P6 -800 600 -255 -- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 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(!QueryPerformanceCounter(&curclock) || - !QueryPerformanceFrequency(&freq)) { - fprintf(stderr, "Windows - specific time measurement " - "counter(QueryPerformanceCounter, " - "QueryPerformanceFrequency) is not available.\n"); - std::exit(1); - } - return double(curclock.QuadPart) / freq.QuadPart; - } -#else - { - fprintf(stderr, "Unsupported platform.\n"); - std::exit(1); - } -#endif -} - -using namespace cl::sycl; -using namespace std; -using namespace sycl::INTEL::gpu; - -void initMatrix(int *M, unsigned N) { - assert(N >= 8 && (((N - 1) & N) == 0) && - "only power of 2 (>= 16) is supported"); - for (unsigned i = 0; i < N * N; ++i) - M[i] = i; -} - -void printMatrix(const char *msg, int *M, unsigned N) { - cerr << msg << "\n"; - if (N > 64) { - cerr << "<<>>\n"; - return; - } - - for (unsigned i = 0; i < N; ++i) { - for (unsigned j = 0; j < N; ++j) { - cerr.width(4); - cerr << M[i * N + j] << " "; - } - cerr << "\n"; - } -} - -bool checkResult(const int *M, unsigned N) { - for (unsigned i = 0; i < N; ++i) { - for (unsigned j = 0; j < N; ++j) { - unsigned t = M[j * N + i]; - if (t != i * N + j) { - cerr << "Error at M(" << i << ", " << j << ") = " << t << "\n"; - return false; - } - } - } - return true; -} - -// return msecond -static double report_time(const string &msg, event e) { - cl_ulong time_start = - e.get_profiling_info(); - cl_ulong time_end = - e.get_profiling_info(); - double elapsed = (time_end - time_start) / 1e6; - // cerr << msg << elapsed << " msecs" << std::endl; - return elapsed; -} - -// The basic idea of vecotrizing transposition can be illustrated by -// transposing a 2 x 2 matrix as follows: -// -// A B -// C D -// ==> -// merge([A, A, B, B], [C, C, D, D], 0b1010) = [A, C, B, D] -// ==> -// A C -// B D -// -template -ESIMD_INLINE simd transpose_matrix(simd v1) { - simd v2; - // mask to control how to merge two vectors. - simd mask = 0; - mask.select<8, 2>(0) = 1; - auto t1 = v1.template format(); - auto t2 = v2.template format(); - - // j = 1 - t2.row(0).merge(t1.template replicate<8, 1, 2, 0>(0, 0), - t1.template replicate<8, 1, 2, 0>(2, 0), mask); - t2.row(1).merge(t1.template replicate<8, 1, 2, 0>(0, 8), - t1.template replicate<8, 1, 2, 0>(2, 8), mask); - t2.row(2).merge(t1.template replicate<8, 1, 2, 0>(1, 0), - t1.template replicate<8, 1, 2, 0>(3, 0), mask); - t2.row(3).merge(t1.template replicate<8, 1, 2, 0>(1, 8), - t1.template replicate<8, 1, 2, 0>(3, 8), mask); - - // j = 2 - t1.row(0).merge(t2.template replicate<8, 1, 2, 0>(0, 0), - t2.template replicate<8, 1, 2, 0>(2, 0), mask); - t1.row(1).merge(t2.template replicate<8, 1, 2, 0>(0, 8), - t2.template replicate<8, 1, 2, 0>(2, 8), mask); - t1.row(2).merge(t2.template replicate<8, 1, 2, 0>(1, 0), - t2.template replicate<8, 1, 2, 0>(3, 0), mask); - t1.row(3).merge(t2.template replicate<8, 1, 2, 0>(1, 8), - t2.template replicate<8, 1, 2, 0>(3, 8), mask); - - // j = 4 - t2.row(0).merge(t1.template replicate<8, 1, 2, 0>(0, 0), - t1.template replicate<8, 1, 2, 0>(2, 0), mask); - t2.row(1).merge(t1.template replicate<8, 1, 2, 0>(0, 8), - t1.template replicate<8, 1, 2, 0>(2, 8), mask); - t2.row(2).merge(t1.template replicate<8, 1, 2, 0>(1, 0), - t1.template replicate<8, 1, 2, 0>(3, 0), mask); - t2.row(3).merge(t1.template replicate<8, 1, 2, 0>(1, 8), - t1.template replicate<8, 1, 2, 0>(3, 8), mask); - return v2; -} - -// read a N-by-N sub-matrix -template -ESIMD_INLINE simd read(AccessorTy buf, int MZ, int col, int row) { - simd res; - uint32_t offset = (row * MZ + col) * sizeof(T); -#pragma unroll - for (int i = 0; i < N; ++i) { - res.template select(i * N) = block_load(buf, offset); - offset += MZ * sizeof(T); - } - return res; -} - -// write a N-by-N sub-matrix -template -ESIMD_INLINE void write(AccessorTy buf, int MZ, int col, int row, - simd val) { - uint32_t offset = (row * MZ + col) * sizeof(T); -#pragma unroll - for (int i = 0; i < N; ++i) { - block_store(buf, offset, val.template select(i * N)); - offset += MZ * sizeof(T); - } -} - -// Square matrix transposition on block of size 8x8 -// input and output are in the same buffer -template -ESIMD_INLINE void transpose8(AccessorTy buf, int MZ, int block_col, - int block_row) { - static const int N = 8; - - if (block_row == block_col) { - auto m1 = read(buf, MZ, N * block_col, N * block_row); - - // cerr << m1 << std::endl; - - auto t1 = transpose_matrix(m1); - - // cerr << t1 << std::endl; - - write(buf, MZ, N * block_row, N * block_col, t1); - } else if (block_row < block_col) { - // Read two blocks to be swapped. - auto m1 = read(buf, MZ, N * block_col, N * block_row); - auto m2 = read(buf, MZ, N * block_row, N * block_col); - - // Tranpose them. - auto t1 = transpose_matrix(m1); - auto t2 = transpose_matrix(m2); - - // Write them back to the transposed location. - write(buf, MZ, N * block_row, N * block_col, t1); - write(buf, MZ, N * block_col, N * block_row, t2); - } -} - -// Square matrix transposition on block of size 16x16. -// In this version, a thread handle a block of size 16x16 which allows -// to better latency hidding and subsentantially improve overall performance. -// -template -ESIMD_INLINE void transpose16(AccessorTy buf, int MZ, int block_col, - int block_row) { - static const int N = 16; - - if (block_row == block_col) { - // Read a tile of 4 8x8 sub-blocks: - // - // [ m00 m01 ] - // [ m10 m11 ] - // - // matrix m00, m01, m10, m11, t00, t01, t10, t11; - auto m00 = read(buf, MZ, (N * block_col + 0), - N * block_row + 0); - auto m01 = read(buf, MZ, (N * block_col + 8), - N * block_row + 0); - auto m10 = read(buf, MZ, (N * block_col + 0), - N * block_row + 8); - auto m11 = read(buf, MZ, (N * block_col + 8), - N * block_row + 8); - - // Tranpose sub-blocks. - auto t00 = transpose_matrix(m00); - auto t01 = transpose_matrix(m01); - auto t10 = transpose_matrix(m10); - auto t11 = transpose_matrix(m11); - - // write out as - // - // [t00 t10] - // [t01 t11] - // - write(buf, MZ, (N * block_col + 0), N * block_row + 0, - t00); - write(buf, MZ, (N * block_col + 8), N * block_row + 0, - t10); - write(buf, MZ, (N * block_col + 0), N * block_row + 8, - t01); - write(buf, MZ, (N * block_col + 8), N * block_row + 8, - t11); - } else if (block_row < block_col) { - // Read two tiles of 4 8x8 sub-blocks to be swapped. - // - // matrix a00, a01, a10, a11, t00, t01, t10, t11; - auto a00 = read(buf, MZ, (N * block_col + 0), - N * block_row + 0); - auto a01 = read(buf, MZ, (N * block_col + 8), - N * block_row + 0); - auto a10 = read(buf, MZ, (N * block_col + 0), - N * block_row + 8); - auto a11 = read(buf, MZ, (N * block_col + 8), - N * block_row + 8); - - // matrix b00, b01, b10, b11, r00, r01, r10, r11; - auto b00 = read(buf, MZ, (N * block_row + 0), - N * block_col + 0); - auto b01 = read(buf, MZ, (N * block_row + 8), - N * block_col + 0); - auto b10 = read(buf, MZ, (N * block_row + 0), - N * block_col + 8); - auto b11 = read(buf, MZ, (N * block_row + 8), - N * block_col + 8); - - // Tranpose the first tile. - auto t00 = transpose_matrix(a00); - auto t01 = transpose_matrix(a01); - auto t10 = transpose_matrix(a10); - auto t11 = transpose_matrix(a11); - - // Tranpose the second tile. - auto r00 = transpose_matrix(b00); - auto r01 = transpose_matrix(b01); - auto r10 = transpose_matrix(b10); - auto r11 = transpose_matrix(b11); - - // Write the first tile to the transposed location. - write(buf, MZ, (N * block_row + 0), N * block_col + 0, - t00); - write(buf, MZ, (N * block_row + 8), N * block_col + 0, - t10); - write(buf, MZ, (N * block_row + 0), N * block_col + 8, - t01); - write(buf, MZ, (N * block_row + 8), N * block_col + 8, - t11); - - // Write the second tile to the transposed location. - write(buf, MZ, (N * block_col + 0), N * block_row + 0, - r00); - write(buf, MZ, (N * block_col + 8), N * block_row + 0, - r10); - write(buf, MZ, (N * block_col + 0), N * block_row + 8, - r01); - write(buf, MZ, (N * block_col + 8), N * block_row + 8, - r11); - } -} - -bool runTest(unsigned MZ, unsigned block_size) { - queue q(esimd_test::ESIMDSelector{}, esimd_test::createExceptionHandler(), - property::queue::enable_profiling{}); - int *M = new int[MZ * MZ]; - - initMatrix(M, MZ); - cerr << "\nTranspose square matrix of size " << MZ << "\n"; - // printMatrix("Initial matrix:", M, MZ); - - // Each C-for-Metal thread works on one or two blocks of size 8 x 8. - int thread_width = MZ / block_size; - int thread_height = MZ / block_size; - - // create ranges - // We need that many workitems - auto GlobalRange = cl::sycl::range<2>(thread_width, thread_height); - - // Number of workitems in a workgroup - cl::sycl::range<2> LocalRange{1, 1}; - cl::sycl::nd_range<2> Range(GlobalRange, LocalRange); - - // Start timer. - double start = getTimeStamp(); - - // Launches the task on the GPU. - double kernel_times = 0; - unsigned num_iters = 10; - - // num_iters + 1, iteration#0 is for warmup - for (int i = 0; i <= num_iters; ++i) { - double etime = 0; - // make sure that buffer object has short live-range - // than M - buffer buf(M, range<1>(MZ * MZ)); - - if (block_size == 16 && MZ >= 16) { - auto e = q.submit([&](handler &cgh) { - auto acc = buf.get_access(cgh); - cgh.parallel_for( - Range, [=](nd_item<2> ndi) SYCL_ESIMD_KERNEL { - transpose16(acc, MZ, ndi.get_global_id(0), ndi.get_global_id(1)); - }); - }); - e.wait(); - etime = report_time("kernel time", e); - } else if (block_size == 8) { - auto e = q.submit([&](handler &cgh) { - auto acc = buf.get_access(cgh); - cgh.parallel_for( - Range, [=](nd_item<2> ndi) SYCL_ESIMD_KERNEL { - transpose8(acc, MZ, ndi.get_global_id(0), ndi.get_global_id(1)); - }); - }); - e.wait(); - etime = report_time("kernel time", e); - } - - if (i > 0) - kernel_times += etime; - } - - // End timer. - double end = getTimeStamp(); - - float total_time = (end - start) * 1000.0f / num_iters; - float kernel_time = kernel_times / num_iters; - - float bandwidth_total = - 2.0f * 1000 * sizeof(int) * MZ * MZ / (1024 * 1024 * 1024) / total_time; - float bandwidth_kernel = - 2.0f * 1000 * sizeof(int) * MZ * MZ / (1024 * 1024 * 1024) / kernel_time; - - cerr << "GPU transposition time = " << total_time << " msec\n"; - cerr << "GPU transposition bandwidth = " << bandwidth_total << " GB/s\n"; - cerr << "GPU kernel time = " << kernel_time << " msec\n"; - cerr << "GPU kernel bandwidth = " << bandwidth_kernel << " GB/s\n"; - - // printMatrix("\nTransposed matrix:", M, MZ); - bool success = checkResult(M, MZ); - delete[] M; - return success; -} - -int main(int argc, char *argv[]) { - unsigned MZ = 1U << 5; - if (argc >= 2) { - unsigned exponent = atoi(argv[1]); - MZ = (MZ > (1U << exponent)) ? MZ : (1U << exponent); - MZ = (MZ < (1U << 12)) ? MZ : (1U << 12); - } - - bool success = true; - success &= runTest(MZ, 16); - if (argc == 1) { - success &= runTest(1U << 10, 8); - success &= runTest(1U << 11, 8); - success &= runTest(1U << 12, 8); - // success &= runTest(1U << 13, 8); - success &= runTest(1U << 10, 16); - success &= runTest(1U << 11, 16); - success &= runTest(1U << 12, 16); - // success &= runTest(1U << 13, 16); - } - - cerr << (success ? "PASSED\n" : "FAILED\n"); - return !success; -} diff --git a/sycl/test/esimd/on-device/matrix_transpose_glb.cpp b/sycl/test/esimd/on-device/matrix_transpose_glb.cpp deleted file mode 100644 index 74dbfb11afb67..0000000000000 --- a/sycl/test/esimd/on-device/matrix_transpose_glb.cpp +++ /dev/null @@ -1,389 +0,0 @@ -//==--------------- matrix_transpose_glb.cpp - DPC++ ESIMD on-device test -==// -// -// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. -// See https://llvm.org/LICENSE.txt for license information. -// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception -// -//===----------------------------------------------------------------------===// -// TODO enable on Windows and Level Zero -// REQUIRES: linux && gpu && opencl -// RUN: %clangxx-esimd -fsycl %s -o %t.out -// RUN: %ESIMD_RUN_PLACEHOLDER %t.out -// XFAIL: linux -// UNSUPPORTED: cuda - -#include "esimd_test_utils.hpp" - -#include -#include -#include - -#ifdef __linux__ -#include -#include -#include -#elif defined(_WIN32) || defined(WIN32) -#include -#endif - -double getTimeStamp() { -#ifdef __linux__ - { - struct timeval t; - if (gettimeofday(&t, 0) != 0) { - fprintf(stderr, "Linux-specific time measurement counter (gettimeofday) " - "is not available.\n"); - std::exit(1); - } - return t.tv_sec + t.tv_usec / 1e6; - } -#elif defined(_WIN32) || defined(WIN32) - { - LARGE_INTEGER curclock; - LARGE_INTEGER freq; - if (!QueryPerformanceCounter(&curclock) || - !QueryPerformanceFrequency(&freq)) { - fprintf(stderr, "Windows - specific time measurement " - "counter(QueryPerformanceCounter, " - "QueryPerformanceFrequency) is not available.\n"); - std::exit(1); - } - return double(curclock.QuadPart) / freq.QuadPart; - } -#else - { - fprintf(stderr, "Unsupported platform.\n"); - std::exit(1); - } -#endif -} - -using namespace cl::sycl; -using namespace std; -using namespace sycl::INTEL::gpu; - -void initMatrix(int *M, unsigned N) { - assert(N >= 8 && (((N - 1) & N) == 0) && - "only power of 2 (>= 16) is supported"); - for (unsigned i = 0; i < N * N; ++i) - M[i] = i; -} - -void printMatrix(const char *msg, int *M, unsigned N) { - cerr << msg << "\n"; - if (N > 64) { - cerr << "<<>>\n"; - return; - } - - for (unsigned i = 0; i < N; ++i) { - for (unsigned j = 0; j < N; ++j) { - cerr.width(4); - cerr << M[i * N + j] << " "; - } - cerr << "\n"; - } -} - -bool checkResult(const int *M, unsigned N) { - for (unsigned i = 0; i < N; ++i) { - for (unsigned j = 0; j < N; ++j) { - unsigned t = M[j * N + i]; - if (t != i * N + j) { - cerr << "Error at M(" << i << ", " << j << ") = " << t << "\n"; - return false; - } - } - } - return true; -} - -// return msecond -static double report_time(const string &msg, event e) { - cl_ulong time_start = - e.get_profiling_info(); - cl_ulong time_end = - e.get_profiling_info(); - double elapsed = (time_end - time_start) / 1e6; - // cerr << msg << elapsed << " msecs" << std::endl; - return elapsed; -} - -// This represents the register file that kernels operate on. -// The max size we need is for 3 16x16 matrices -ESIMD_PRIVATE ESIMD_REGISTER(192) simd GRF; - -// The basic idea of vecotrizing transposition can be illustrated by -// transposing a 2 x 2 matrix as follows: -// -// A B -// C D -// ==> -// merge([A, A, B, B], [C, C, D, D], 0b1010) = [A, C, B, D] -// ==> -// A C -// B D -// -// This function does 8x8 transposition -ESIMD_NOINLINE void transpose_matrix(int InR, int OuR) { - // mask to control how to merge two vectors. - simd mask = 0; - mask.select<8, 2>(0) = 1; - auto t1 = GRF.template format().select<4, 1, 16, 1>(InR >> 1, 0); - auto t2 = GRF.template format().select<4, 1, 16, 1>(OuR >> 1, 0); - - // j = 1 - t2.row(0).merge(t1.template replicate<8, 1, 2, 0>(0, 0), - t1.template replicate<8, 1, 2, 0>(2, 0), mask); - t2.row(1).merge(t1.template replicate<8, 1, 2, 0>(0, 8), - t1.template replicate<8, 1, 2, 0>(2, 8), mask); - t2.row(2).merge(t1.template replicate<8, 1, 2, 0>(1, 0), - t1.template replicate<8, 1, 2, 0>(3, 0), mask); - t2.row(3).merge(t1.template replicate<8, 1, 2, 0>(1, 8), - t1.template replicate<8, 1, 2, 0>(3, 8), mask); - - // j = 2 - t1.row(0).merge(t2.template replicate<8, 1, 2, 0>(0, 0), - t2.template replicate<8, 1, 2, 0>(2, 0), mask); - t1.row(1).merge(t2.template replicate<8, 1, 2, 0>(0, 8), - t2.template replicate<8, 1, 2, 0>(2, 8), mask); - t1.row(2).merge(t2.template replicate<8, 1, 2, 0>(1, 0), - t2.template replicate<8, 1, 2, 0>(3, 0), mask); - t1.row(3).merge(t2.template replicate<8, 1, 2, 0>(1, 8), - t2.template replicate<8, 1, 2, 0>(3, 8), mask); - - // j = 4 - t2.row(0).merge(t1.template replicate<8, 1, 2, 0>(0, 0), - t1.template replicate<8, 1, 2, 0>(2, 0), mask); - t2.row(1).merge(t1.template replicate<8, 1, 2, 0>(0, 8), - t1.template replicate<8, 1, 2, 0>(2, 8), mask); - t2.row(2).merge(t1.template replicate<8, 1, 2, 0>(1, 0), - t1.template replicate<8, 1, 2, 0>(3, 0), mask); - t2.row(3).merge(t1.template replicate<8, 1, 2, 0>(1, 8), - t1.template replicate<8, 1, 2, 0>(3, 8), mask); -} - -// read a N-by-N sub-matrix -template -ESIMD_NOINLINE void read(int *buf, int MZ, int col, int row, int GrfIdx) { - auto res = GRF.select(GrfIdx * 8); - buf += row * MZ + col; -#pragma unroll - for (int i = 0; i < N; ++i) { - res.template select(i * N) = block_load(buf); - buf += MZ; - } -} - -// write a N-by-N sub-matrix -template -ESIMD_NOINLINE void write(int *buf, int MZ, int col, int row, int GrfIdx) { - auto val = GRF.select(GrfIdx * 8); - buf += row * MZ + col; -#pragma unroll - for (int i = 0; i < N; ++i) { - block_store(buf, val.template select(i * N)); - buf += MZ; - } -} - -// Square matrix transposition on block of size 8x8 -// input and output are in the same buffer -ESIMD_INLINE void transpose8(int *buf, int MZ, int block_col, int block_row) { - static const int N = 8; - - if (block_row == block_col) { - read(buf, MZ, N * block_col, N * block_row, 0); // to grf line#0 - - transpose_matrix(0, 8); // to grf line#8 - - write(buf, MZ, N * block_row, N * block_col, 8); // from grf line#8 - } else if (block_row < block_col) { - // Read two blocks to be swapped. line #0 and line #8 - read(buf, MZ, N * block_col, N * block_row, 0); - read(buf, MZ, N * block_row, N * block_col, 8); - - // Tranpose them. - transpose_matrix(0, 16); - transpose_matrix(8, 24); - - // Write them back to the transposed location. - write(buf, MZ, N * block_row, N * block_col, 16); - write(buf, MZ, N * block_col, N * block_row, 24); - } -} - -// Square matrix transposition on block of size 16x16. -// In this version, a thread handle a block of size 16x16 which allows -// to better latency hidding and subsentantially improve overall performance. -// -ESIMD_INLINE void transpose16(int *buf, int MZ, int block_col, int block_row) { - static const int N = 16; - - if (block_row == block_col) { - // Read a tile of 4 8x8 sub-blocks to - // - // [ line00-07 line08-15 ] - // [ line16-23 line24-32 ] - // - read<8>(buf, MZ, (N * block_col + 0), N * block_row + 0, 0); - read<8>(buf, MZ, (N * block_col + 8), N * block_row + 0, 8); - read<8>(buf, MZ, (N * block_col + 0), N * block_row + 8, 16); - read<8>(buf, MZ, (N * block_col + 8), N * block_row + 8, 24); - - // Tranpose sub-blocks. - transpose_matrix(0, 32); // to line#32 - transpose_matrix(8, 40); // to line#40 - transpose_matrix(16, 48); // to line#48 - transpose_matrix(24, 56); // to line#56 - - // write out as - // - // [line32-39 line48-55] - // [line40-47 line56-63] - // - write<8>(buf, MZ, (N * block_col + 0), N * block_row + 0, 32); - write<8>(buf, MZ, (N * block_col + 8), N * block_row + 0, 48); - write<8>(buf, MZ, (N * block_col + 0), N * block_row + 8, 40); - write<8>(buf, MZ, (N * block_col + 8), N * block_row + 8, 56); - } else if (block_row < block_col) { - // Read two tiles of 4 8x8 sub-blocks to be swapped. - read<8>(buf, MZ, (N * block_col + 0), N * block_row + 0, 0); - read<8>(buf, MZ, (N * block_col + 8), N * block_row + 0, 8); - read<8>(buf, MZ, (N * block_col + 0), N * block_row + 8, 16); - read<8>(buf, MZ, (N * block_col + 8), N * block_row + 8, 24); - - read<8>(buf, MZ, (N * block_row + 0), N * block_col + 0, 32); - read<8>(buf, MZ, (N * block_row + 8), N * block_col + 0, 40); - read<8>(buf, MZ, (N * block_row + 0), N * block_col + 8, 48); - read<8>(buf, MZ, (N * block_row + 8), N * block_col + 8, 56); - - // Tranpose the first tile. - transpose_matrix(0, 64); //(a00); - transpose_matrix(8, 72); //(a01); - transpose_matrix(16, 80); //(a10); - transpose_matrix(24, 88); //(a11); - - // Tranpose the second tile. - transpose_matrix(32, 0); //(b00); - transpose_matrix(40, 8); //(b01); - transpose_matrix(48, 16); //(b10); - transpose_matrix(56, 24); //(b11); - - // Write the first tile to the transposed location. - write<8>(buf, MZ, (N * block_row + 0), N * block_col + 0, 64); - write<8>(buf, MZ, (N * block_row + 8), N * block_col + 0, 80); - write<8>(buf, MZ, (N * block_row + 0), N * block_col + 8, 72); - write<8>(buf, MZ, (N * block_row + 8), N * block_col + 8, 88); - - // Write the second tile to the transposed location. - write<8>(buf, MZ, (N * block_col + 0), N * block_row + 0, 0); - write<8>(buf, MZ, (N * block_col + 8), N * block_row + 0, 16); - write<8>(buf, MZ, (N * block_col + 0), N * block_row + 8, 8); - write<8>(buf, MZ, (N * block_col + 8), N * block_row + 8, 24); - } -} - -bool runTest(unsigned MZ, unsigned block_size) { - queue q(esimd_test::ESIMDSelector{}, esimd_test::createExceptionHandler(), - property::queue::enable_profiling{}); - auto dev = q.get_device(); - auto ctxt = q.get_context(); - int *M = static_cast(malloc_shared(MZ * MZ * sizeof(int), dev, ctxt)); - - initMatrix(M, MZ); - cerr << "\nTranspose square matrix of size " << MZ << "\n"; - // printMatrix("Initial matrix:", M, MZ); - - // Each C-for-Metal thread works on one or two blocks of size 8 x 8. - int thread_width = MZ / block_size; - int thread_height = MZ / block_size; - - // create ranges - // We need that many workitems - auto GlobalRange = cl::sycl::range<2>(thread_width, thread_height); - - // Number of workitems in a workgroup - cl::sycl::range<2> LocalRange{1, 1}; - cl::sycl::nd_range<2> Range(GlobalRange, LocalRange); - - // Start timer. - double start = getTimeStamp(); - - // Launches the task on the GPU. - double kernel_times = 0; - unsigned num_iters = 10; - - // num_iters + 1, iteration#0 is for warmup - for (int i = 0; i <= num_iters; ++i) { - double etime = 0; - if (block_size == 16 && MZ >= 16) { - auto e = q.submit([&](handler &cgh) { - cgh.parallel_for( - Range, [=](nd_item<2> ndi) SYCL_ESIMD_KERNEL { - transpose16(M, MZ, ndi.get_global_id(0), ndi.get_global_id(1)); - }); - }); - e.wait(); - etime = report_time("kernel time", e); - } else if (block_size == 8) { - auto e = q.submit([&](handler &cgh) { - cgh.parallel_for( - Range, [=](nd_item<2> ndi) SYCL_ESIMD_KERNEL { - transpose8(M, MZ, ndi.get_global_id(0), ndi.get_global_id(1)); - }); - }); - e.wait(); - etime = report_time("kernel time", e); - } - - if (i > 0) - kernel_times += etime; - } - - // End timer. - double end = getTimeStamp(); - - float total_time = (end - start) * 1000.0f / num_iters; - float kernel_time = kernel_times / num_iters; - - float bandwidth_total = - 2.0f * 1000 * sizeof(int) * MZ * MZ / (1024 * 1024 * 1024) / total_time; - float bandwidth_kernel = - 2.0f * 1000 * sizeof(int) * MZ * MZ / (1024 * 1024 * 1024) / kernel_time; - - cerr << "GPU transposition time = " << total_time << " msec\n"; - cerr << "GPU transposition bandwidth = " << bandwidth_total << " GB/s\n"; - cerr << "GPU kernel time = " << kernel_time << " msec\n"; - cerr << "GPU kernel bandwidth = " << bandwidth_kernel << " GB/s\n"; - - // printMatrix("\nTransposed matrix:", M, MZ); - bool success = checkResult(M, MZ); - free(M, ctxt); - return success; -} - -int main(int argc, char *argv[]) { - unsigned MZ = 1U << 5; - if (argc >= 2) { - unsigned exponent = atoi(argv[1]); - MZ = (MZ > (1U << exponent)) ? MZ : (1U << exponent); - MZ = (MZ < (1U << 12)) ? MZ : (1U << 12); - } - - bool success = true; - success &= runTest(MZ, 16); - if (argc == 1) { - success &= runTest(1U << 10, 8); - success &= runTest(1U << 11, 8); - success &= runTest(1U << 12, 8); - // success &= runTest(1U << 13, 8); - success &= runTest(1U << 10, 16); - success &= runTest(1U << 11, 16); - success &= runTest(1U << 12, 16); - // success &= runTest(1U << 13, 16); - } - - cerr << (success ? "PASSED\n" : "FAILED\n"); - return !success; -} diff --git a/sycl/test/esimd/on-device/matrix_transpose_usm.cpp b/sycl/test/esimd/on-device/matrix_transpose_usm.cpp deleted file mode 100644 index ffcec1188d8cc..0000000000000 --- a/sycl/test/esimd/on-device/matrix_transpose_usm.cpp +++ /dev/null @@ -1,394 +0,0 @@ -//==--------------- matrix_transpose_usm.cpp - DPC++ ESIMD on-device test -==// -// -// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. -// See https://llvm.org/LICENSE.txt for license information. -// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception -// -//===----------------------------------------------------------------------===// -// TODO enable on Windows and Level Zero -// REQUIRES: linux && gpu && opencl -// RUN: %clangxx-esimd -fsycl %s -o %t.out -// RUN: env SYCL_DEVICE_TYPE=HOST %t.out -// RUN: %ESIMD_RUN_PLACEHOLDER %t.out - -#include "esimd_test_utils.hpp" - -#include -#include -#include - -#ifdef __linux__ -#include -#include -#include -#elif defined(_WIN32) || defined(WIN32) -#include -#endif - -double getTimeStamp() { -#ifdef __linux__ - { - struct timeval t; - if (gettimeofday(&t, 0) != 0) { - fprintf(stderr, "Linux-specific time measurement counter (gettimeofday) " - "is not available.\n"); - std::exit(1); - } - return t.tv_sec + t.tv_usec / 1e6; - } -#elif defined(_WIN32) || defined(WIN32) - { - LARGE_INTEGER curclock; - LARGE_INTEGER freq; - if (!QueryPerformanceCounter(&curclock) || - !QueryPerformanceFrequency(&freq)) { - fprintf(stderr, "Windows - specific time measurement " - "counter(QueryPerformanceCounter, " - "QueryPerformanceFrequency) is not available.\n"); - std::exit(1); - } - return double(curclock.QuadPart) / freq.QuadPart; - } -#else - { - fprintf(stderr, "Unsupported platform.\n"); - std::exit(1); - } -#endif -} - -using namespace cl::sycl; -using namespace std; -using namespace sycl::INTEL::gpu; - -void initMatrix(int *M, unsigned N) { - assert(N >= 8 && (((N - 1) & N) == 0) && - "only power of 2 (>= 16) is supported"); - for (unsigned i = 0; i < N * N; ++i) - M[i] = i; -} - -void printMatrix(const char *msg, int *M, unsigned N) { - cerr << msg << "\n"; - if (N > 64) { - cerr << "<<>>\n"; - return; - } - - for (unsigned i = 0; i < N; ++i) { - for (unsigned j = 0; j < N; ++j) { - cerr.width(4); - cerr << M[i * N + j] << " "; - } - cerr << "\n"; - } -} - -bool checkResult(const int *M, unsigned N) { - for (unsigned i = 0; i < N; ++i) { - for (unsigned j = 0; j < N; ++j) { - unsigned t = M[j * N + i]; - if (t != i * N + j) { - cerr << "Error at M(" << i << ", " << j << ") = " << t << "\n"; - return false; - } - } - } - return true; -} - -// return msecond -static double report_time(const string &msg, event e) { - cl_ulong time_start = - e.get_profiling_info(); - cl_ulong time_end = - e.get_profiling_info(); - double elapsed = (time_end - time_start) / 1e6; - // cerr << msg << elapsed << " msecs" << std::endl; - return elapsed; -} - -// The basic idea of vecotrizing transposition can be illustrated by -// transposing a 2 x 2 matrix as follows: -// -// A B -// C D -// ==> -// merge([A, A, B, B], [C, C, D, D], 0b1010) = [A, C, B, D] -// ==> -// A C -// B D -// -template -ESIMD_INLINE simd transpose_matrix(simd v1) { - simd v2; - // mask to control how to merge two vectors. - simd mask = 0; - mask.select<8, 2>(0) = 1; - auto t1 = v1.template format(); - auto t2 = v2.template format(); - - // j = 1 - t2.row(0).merge(t1.template replicate<8, 1, 2, 0>(0, 0), - t1.template replicate<8, 1, 2, 0>(2, 0), mask); - t2.row(1).merge(t1.template replicate<8, 1, 2, 0>(0, 8), - t1.template replicate<8, 1, 2, 0>(2, 8), mask); - t2.row(2).merge(t1.template replicate<8, 1, 2, 0>(1, 0), - t1.template replicate<8, 1, 2, 0>(3, 0), mask); - t2.row(3).merge(t1.template replicate<8, 1, 2, 0>(1, 8), - t1.template replicate<8, 1, 2, 0>(3, 8), mask); - - // j = 2 - t1.row(0).merge(t2.template replicate<8, 1, 2, 0>(0, 0), - t2.template replicate<8, 1, 2, 0>(2, 0), mask); - t1.row(1).merge(t2.template replicate<8, 1, 2, 0>(0, 8), - t2.template replicate<8, 1, 2, 0>(2, 8), mask); - t1.row(2).merge(t2.template replicate<8, 1, 2, 0>(1, 0), - t2.template replicate<8, 1, 2, 0>(3, 0), mask); - t1.row(3).merge(t2.template replicate<8, 1, 2, 0>(1, 8), - t2.template replicate<8, 1, 2, 0>(3, 8), mask); - - // j = 4 - t2.row(0).merge(t1.template replicate<8, 1, 2, 0>(0, 0), - t1.template replicate<8, 1, 2, 0>(2, 0), mask); - t2.row(1).merge(t1.template replicate<8, 1, 2, 0>(0, 8), - t1.template replicate<8, 1, 2, 0>(2, 8), mask); - t2.row(2).merge(t1.template replicate<8, 1, 2, 0>(1, 0), - t1.template replicate<8, 1, 2, 0>(3, 0), mask); - t2.row(3).merge(t1.template replicate<8, 1, 2, 0>(1, 8), - t1.template replicate<8, 1, 2, 0>(3, 8), mask); - return v2; -} - -// read a N-by-N sub-matrix -template -ESIMD_INLINE simd read(T *buf, int MZ, int col, int row) { - simd res; - buf += row * MZ + col; -#pragma unroll - for (int i = 0; i < N; ++i) { - res.template select(i * N) = block_load(buf); - buf += MZ; - } - return res; -} - -// write a N-by-N sub-matrix -template -ESIMD_INLINE void write(T *buf, int MZ, int col, int row, simd val) { - buf += row * MZ + col; -#pragma unroll - for (int i = 0; i < N; ++i) { - block_store(buf, val.template select(i * N)); - buf += MZ; - } -} - -// Square matrix transposition on block of size 8x8 -// input and output are in the same buffer -ESIMD_INLINE void transpose8(int *buf, int MZ, int block_col, int block_row) { - static const int N = 8; - - if (block_row == block_col) { - auto m1 = read(buf, MZ, N * block_col, N * block_row); - - // cerr << m1 << std::endl; - - auto t1 = transpose_matrix(m1); - - // cerr << t1 << std::endl; - - write(buf, MZ, N * block_row, N * block_col, t1); - } else if (block_row < block_col) { - // Read two blocks to be swapped. - auto m1 = read(buf, MZ, N * block_col, N * block_row); - auto m2 = read(buf, MZ, N * block_row, N * block_col); - - // Tranpose them. - auto t1 = transpose_matrix(m1); - auto t2 = transpose_matrix(m2); - - // Write them back to the transposed location. - write(buf, MZ, N * block_row, N * block_col, t1); - write(buf, MZ, N * block_col, N * block_row, t2); - } -} - -// Square matrix transposition on block of size 16x16. -// In this version, a thread handle a block of size 16x16 which allows -// to better latency hidding and subsentantially improve overall performance. -// -ESIMD_INLINE void transpose16(int *buf, int MZ, int block_col, int block_row) { - static const int N = 16; - - if (block_row == block_col) { - // Read a tile of 4 8x8 sub-blocks: - // - // [ m00 m01 ] - // [ m10 m11 ] - // - // matrix m00, m01, m10, m11, t00, t01, t10, t11; - auto m00 = read(buf, MZ, (N * block_col + 0), N * block_row + 0); - auto m01 = read(buf, MZ, (N * block_col + 8), N * block_row + 0); - auto m10 = read(buf, MZ, (N * block_col + 0), N * block_row + 8); - auto m11 = read(buf, MZ, (N * block_col + 8), N * block_row + 8); - - // Tranpose sub-blocks. - auto t00 = transpose_matrix(m00); - auto t01 = transpose_matrix(m01); - auto t10 = transpose_matrix(m10); - auto t11 = transpose_matrix(m11); - - // write out as - // - // [t00 t10] - // [t01 t11] - // - write(buf, MZ, (N * block_col + 0), N * block_row + 0, t00); - write(buf, MZ, (N * block_col + 8), N * block_row + 0, t10); - write(buf, MZ, (N * block_col + 0), N * block_row + 8, t01); - write(buf, MZ, (N * block_col + 8), N * block_row + 8, t11); - } else if (block_row < block_col) { - // Read two tiles of 4 8x8 sub-blocks to be swapped. - // - // matrix a00, a01, a10, a11, t00, t01, t10, t11; - auto a00 = read(buf, MZ, (N * block_col + 0), N * block_row + 0); - auto a01 = read(buf, MZ, (N * block_col + 8), N * block_row + 0); - auto a10 = read(buf, MZ, (N * block_col + 0), N * block_row + 8); - auto a11 = read(buf, MZ, (N * block_col + 8), N * block_row + 8); - - // matrix b00, b01, b10, b11, r00, r01, r10, r11; - auto b00 = read(buf, MZ, (N * block_row + 0), N * block_col + 0); - auto b01 = read(buf, MZ, (N * block_row + 8), N * block_col + 0); - auto b10 = read(buf, MZ, (N * block_row + 0), N * block_col + 8); - auto b11 = read(buf, MZ, (N * block_row + 8), N * block_col + 8); - - // Tranpose the first tile. - auto t00 = transpose_matrix(a00); - auto t01 = transpose_matrix(a01); - auto t10 = transpose_matrix(a10); - auto t11 = transpose_matrix(a11); - - // Tranpose the second tile. - auto r00 = transpose_matrix(b00); - auto r01 = transpose_matrix(b01); - auto r10 = transpose_matrix(b10); - auto r11 = transpose_matrix(b11); - - // Write the first tile to the transposed location. - write(buf, MZ, (N * block_row + 0), N * block_col + 0, t00); - write(buf, MZ, (N * block_row + 8), N * block_col + 0, t10); - write(buf, MZ, (N * block_row + 0), N * block_col + 8, t01); - write(buf, MZ, (N * block_row + 8), N * block_col + 8, t11); - - // Write the second tile to the transposed location. - write(buf, MZ, (N * block_col + 0), N * block_row + 0, r00); - write(buf, MZ, (N * block_col + 8), N * block_row + 0, r10); - write(buf, MZ, (N * block_col + 0), N * block_row + 8, r01); - write(buf, MZ, (N * block_col + 8), N * block_row + 8, r11); - } -} - -bool runTest(unsigned MZ, unsigned block_size) { - queue q(esimd_test::ESIMDSelector{}, esimd_test::createExceptionHandler(), - property::queue::enable_profiling{}); - auto dev = q.get_device(); - auto ctxt = q.get_context(); - int *M = static_cast(malloc_shared(MZ * MZ * sizeof(int), dev, ctxt)); - - initMatrix(M, MZ); - cerr << "\nTranspose square matrix of size " << MZ << "\n"; - // printMatrix("Initial matrix:", M, MZ); - - // Each C-for-Metal thread works on one or two blocks of size 8 x 8. - int thread_width = MZ / block_size; - int thread_height = MZ / block_size; - - // create ranges - // We need that many workitems - auto GlobalRange = cl::sycl::range<2>(thread_width, thread_height); - - // Number of workitems in a workgroup - cl::sycl::range<2> LocalRange{1, 1}; - cl::sycl::nd_range<2> Range(GlobalRange, LocalRange); - - // Start timer. - double start = getTimeStamp(); - - // Launches the task on the GPU. - double kernel_times = 0; - unsigned num_iters = 10; - - // num_iters + 1, iteration#0 is for warmup - for (int i = 0; i <= num_iters; ++i) { - double etime = 0; - if (block_size == 16 && MZ >= 16) { - auto e = q.submit([&](handler &cgh) { - cgh.parallel_for( - Range, [=](nd_item<2> ndi) SYCL_ESIMD_KERNEL { - transpose16(M, MZ, ndi.get_global_id(0), ndi.get_global_id(1)); - }); - }); - e.wait(); - etime = report_time("kernel time", e); - } else if (block_size == 8) { - auto e = q.submit([&](handler &cgh) { - cgh.parallel_for( - Range, [=](nd_item<2> ndi) SYCL_ESIMD_KERNEL { - transpose8(M, MZ, ndi.get_global_id(0), ndi.get_global_id(1)); - }); - }); - e.wait(); - etime = report_time("kernel time", e); - } - - if (i > 0) - kernel_times += etime; - } - - // End timer. - double end = getTimeStamp(); - - float total_time = (end - start) * 1000.0f / num_iters; - float kernel_time = kernel_times / num_iters; - - float bandwidth_total = - 2.0f * 1000 * sizeof(int) * MZ * MZ / (1024 * 1024 * 1024) / total_time; - float bandwidth_kernel = - 2.0f * 1000 * sizeof(int) * MZ * MZ / (1024 * 1024 * 1024) / kernel_time; - - cerr << "GPU transposition time = " << total_time << " msec\n"; - cerr << "GPU transposition bandwidth = " << bandwidth_total << " GB/s\n"; - cerr << "GPU kernel time = " << kernel_time << " msec\n"; - cerr << "GPU kernel bandwidth = " << bandwidth_kernel << " GB/s\n"; - - // printMatrix("\nTransposed matrix:", M, MZ); - bool success = checkResult(M, MZ); - free(M, ctxt); - return success; -} - -int main(int argc, char *argv[]) { - unsigned MZ = 1U << 5; - if (argc >= 2) { - unsigned exponent = atoi(argv[1]); - MZ = (MZ > (1U << exponent)) ? MZ : (1U << exponent); - MZ = (MZ < (1U << 12)) ? MZ : (1U << 12); - } - - bool success = true; - success &= runTest(MZ, 16); - if (argc == 1) { - success &= runTest(1U << 7, 8); - success &= runTest(1U << 8, 8); - success &= runTest(1U << 9, 8); - // success &= runTest(1U << 13, 8); - success &= runTest(1U << 7, 16); - success &= runTest(1U << 8, 16); - success &= runTest(1U << 9, 16); - // success &= runTest(1U << 13, 16); - } - - cerr << (success ? "PASSED\n" : "FAILED\n"); - return !success; -} diff --git a/sycl/test/esimd/on-device/reduction.cpp b/sycl/test/esimd/on-device/reduction.cpp deleted file mode 100644 index bfa4c196a5623..0000000000000 --- a/sycl/test/esimd/on-device/reduction.cpp +++ /dev/null @@ -1,142 +0,0 @@ -//==---------------- reduction.cpp - DPC++ ESIMD on-device test -//------------==// -// -// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. -// See https://llvm.org/LICENSE.txt for license information. -// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception -// -//===----------------------------------------------------------------------===// -// TODO enable on Windows -// REQUIRES: linux -// REQUIRES: gpu -// RUN: %clangxx-esimd -fsycl %s -o %t.out -// RUN: env SYCL_DEVICE_TYPE=HOST %t.out -// RUN: %ESIMD_RUN_PLACEHOLDER %t.out - -#include "esimd_test_utils.hpp" - -#include -#include -#include - -using namespace cl::sycl; - -typedef short TYPE; - -int main(void) { - constexpr unsigned InputSize = 32; - constexpr unsigned OutputSize = 4; - constexpr unsigned VL = 32; - constexpr unsigned GroupSize = 1; - - queue q(esimd_test::ESIMDSelector{}, esimd_test::createExceptionHandler()); - - auto dev = q.get_device(); - std::cout << "Running on " << dev.get_info() << "\n"; - auto ctxt = q.get_context(); - TYPE *A = - static_cast(malloc_shared(InputSize * sizeof(TYPE), dev, ctxt)); - int *B = - static_cast(malloc_shared(OutputSize * sizeof(int), dev, ctxt)); - - for (unsigned i = 0; i < InputSize; ++i) { - if (i == 19) { - A[i] = 32767; - } else { - A[i] = i; - } - } - - { - cl::sycl::range<1> GroupRange{InputSize / VL}; - cl::sycl::range<1> TaskRange{GroupSize}; - cl::sycl::nd_range<1> Range(GroupRange, TaskRange); - - auto e = q.submit([&](handler &cgh) { - cgh.parallel_for( - GroupRange * TaskRange, [=](id<1> i) SYCL_ESIMD_KERNEL { - using namespace sycl::INTEL::gpu; - - simd va = block_load(A + i * VL); - simd vb; - - vb.select<1, 0>(0) = reduce(va, std::plus<>()); - vb.select<1, 0>(1) = reduce(va, std::multiplies<>()); - vb.select<1, 0>(2) = hmax(va); - vb.select<1, 0>(3) = hmin(va); - - block_store(B + i * VL, vb); - }); - }); - e.wait(); - } - - auto compute_reduce_sum = [](TYPE A[InputSize]) -> int { - int retv = A[0]; - for (int i = 1; i < InputSize; i++) { - retv += A[i]; - } - return retv; - }; - - auto compute_reduce_prod = [](TYPE A[InputSize]) -> int { - int retv = A[0]; - for (int i = 1; i < InputSize; i++) { - retv *= A[i]; - } - return retv; - }; - - auto compute_reduce_max = [](TYPE A[InputSize]) -> int { - int retv = A[0]; - for (int i = 1; i < InputSize; i++) { - if (A[i] > retv) { - retv = A[i]; - } - } - return retv; - }; - - auto compute_reduce_min = [](TYPE A[InputSize]) -> int { - int retv = A[0]; - for (int i = 1; i < InputSize; i++) { - if (A[i] < retv) { - retv = A[i]; - } - } - return retv; - }; - - bool TestPass = true; - int ref = compute_reduce_sum(A); - if (B[0] != ref) { - std::cout << "Incorrect sum " << B[0] << ", expected " << ref << "\n"; - TestPass = false; - } - - ref = compute_reduce_prod(A); - if (B[1] != ref) { - std::cout << "Incorrect prod " << B[1] << ", expected " << ref << "\n"; - TestPass = false; - } - - ref = compute_reduce_max(A); - if (B[2] != ref) { - std::cout << "Incorrect max " << B[2] << ", expected " << ref << "\n"; - TestPass = false; - } - - ref = compute_reduce_min(A); - if (B[3] != ref) { - std::cout << "Incorrect min " << B[3] << ", expected " << ref << "\n"; - TestPass = false; - } - - if (!TestPass) { - std::cout << "Failed\n"; - return 1; - } - - std::cout << "Passed\n"; - return 0; -} diff --git a/sycl/test/esimd/on-device/slm_barrier.cpp b/sycl/test/esimd/on-device/slm_barrier.cpp deleted file mode 100755 index 076f8bb4313e6..0000000000000 --- a/sycl/test/esimd/on-device/slm_barrier.cpp +++ /dev/null @@ -1,158 +0,0 @@ -//==---------------- slm_barrier.cpp - DPC++ ESIMD on-device test ---------==// -// -// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. -// See https://llvm.org/LICENSE.txt for license information. -// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception -// -//===----------------------------------------------------------------------===// -// TODO enable on Windows and Level Zero -// REQUIRES: linux && gpu && opencl -// RUN: %clangxx-esimd -fsycl %s -o %t.out -// RUN: %ESIMD_RUN_PLACEHOLDER %t.out - -#include "esimd_test_utils.hpp" - -#include -#include -#include - -using namespace cl::sycl; -using namespace sycl::INTEL::gpu; - -#define LOCAL_SIZE 4 -#define GLOBAL_SIZE 6 -#define NUM_THREADS LOCAL_SIZE *GLOBAL_SIZE - -/// \brief transfer data from memory to SLM. -/// -/// Load ::size bytes from memory pointer ::addr starting at ::offset to the -/// SLM ::slmOffset. ::size must be a multiple of 256. -/// -ESIMD_INLINE -void load_to_slm(uint grpSize, uint localId, uint slmOffset, char *addr, - uint offset, uint size) { - simd vOffset(0, 16); - - uint numTotalBlocks = size / 256; - uint numBlocks = numTotalBlocks / grpSize; - uint numLeftOver = numTotalBlocks % grpSize; - numBlocks += (localId < numLeftOver) ? 1 : 0; - - uint threadOffsetInSLM = slmOffset + localId * 256; - // in bytes - uint threadOffsetInMemory = offset + threadOffsetInSLM; - // in unit of bytes - simd vOffsets = vOffset + threadOffsetInSLM; - - for (uint block = 0; block < numBlocks; block++) { - simd row0; // 32 floats or 128 Bytes or 4 GRF-registers - simd row1; - simd rowTrans; - row0 = block_load((const uint *)(addr + threadOffsetInMemory)); - row1 = - block_load((const uint *)(addr + threadOffsetInMemory + 128)); - - // Transpose - rowTrans.select<8, 1>(0) = row0.select<8, 4>(0); - rowTrans.select<8, 1>(16) = row0.select<8, 4>(1); - rowTrans.select<8, 1>(32) = row0.select<8, 4>(2); - rowTrans.select<8, 1>(48) = row0.select<8, 4>(3); - - rowTrans.select<8, 1>(8) = row1.select<8, 4>(0); - rowTrans.select<8, 1>(24) = row1.select<8, 4>(1); - rowTrans.select<8, 1>(40) = row1.select<8, 4>(2); - rowTrans.select<8, 1>(56) = row1.select<8, 4>(3); - - slm_store4(rowTrans, vOffsets); - threadOffsetInMemory += grpSize * 256; - vOffsets += (grpSize * 256); - } - - esimd_fence(ESIMD_GLOBAL_COHERENT_FENCE); - esimd_barrier(); -} - -int main(void) { - constexpr unsigned VL = 16; - constexpr unsigned Size = NUM_THREADS * VL; - - queue q(esimd_test::ESIMDSelector{}, esimd_test::createExceptionHandler()); - - auto dev = q.get_device(); - std::cout << "Running on " << dev.get_info() << "\n"; - auto ctxt = q.get_context(); - uint *A = static_cast(malloc_shared(Size * sizeof(uint), dev, ctxt)); - uint *B = static_cast(malloc_shared(Size * sizeof(uint), dev, ctxt)); - - // Checking with specific inputs - for (int i = 0; i < NUM_THREADS; i++) { - uint *A_int = (uint *)(A + i * VL); - for (int j = 0; j < VL; j++) { - A_int[j] = i + j; - std::cout << A_int[j] << " "; - } - std::cout << std::endl; - } - - // We need that many workitems - cl::sycl::range<1> GlobalRange{GLOBAL_SIZE}; - - // Number of workitems in a workgroup - cl::sycl::range<1> LocalRange{LOCAL_SIZE}; - cl::sycl::nd_range<1> Range{GlobalRange * LocalRange, LocalRange}; - - auto e = q.submit([&](handler &cgh) { - cgh.parallel_for( - Range, [=](cl::sycl::nd_item<1> ndi) SYCL_ESIMD_KERNEL { - simd v_slmData; - simd v_Off(0, 4); - - uint localID = ndi.get_local_id(0); - uint groupSize = ndi.get_local_range(0); - uint globalID = ndi.get_global_id(0); - uint groupID = ndi.get_group(0); - - slm_init(1024); - - int grpMemOffset = groupID * groupSize * VL * 4; - - load_to_slm(groupSize, localID, 0, (char *)A, grpMemOffset, - groupSize * VL * 4); - - auto shiftID = (localID + 1) % 4; - - v_Off = v_Off + shiftID * 64; - - v_slmData = slm_load(v_Off); - - block_store(B + globalID * VL, v_slmData); - }); - }); - e.wait(); - std::cout << "result" << std::endl; - int result = 0; - for (int i = 0; i < NUM_THREADS; i++) { - unsigned int *p = (unsigned int *)(B + i * VL); - if ((i % 4) != 3) { - for (int j = 0; j < VL; j++) { - std::cout << (*p) << " "; - if (*p != (i + 1 + j)) { - result = -1; - } - p++; - } - } else { - for (int j = 0; j < VL; j++) { - std::cout << (*p) << " "; - if (*p != (i - 3 + j)) { - result = -1; - } - p++; - } - } - std::cout << std::endl; - } - - std::cout << (result < 0 ? "FAILED\n" : "Passed\n"); - return result < 0 ? 1 : 0; -} diff --git a/sycl/test/esimd/on-device/stencil2.cpp b/sycl/test/esimd/on-device/stencil2.cpp deleted file mode 100644 index 190968aa8a336..0000000000000 --- a/sycl/test/esimd/on-device/stencil2.cpp +++ /dev/null @@ -1,190 +0,0 @@ -//==---------------- stencil2.cpp - DPC++ ESIMD on-device test ------------==// -// -// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. -// See https://llvm.org/LICENSE.txt for license information. -// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception -// -//===----------------------------------------------------------------------===// -// TODO enable on Windows -// REQUIRES: linux -// REQUIRES: gpu -// RUN: %clangxx-esimd -fsycl %s -o %t.out -// RUN: env SYCL_DEVICE_TYPE=HOST %t.out -// RUN: %ESIMD_RUN_PLACEHOLDER %t.out - -#include "esimd_test_utils.hpp" - -#include -#include -#include - -// -// test smaller input size -// test 8x16 block size -// -#define DIM_SIZE (1 << 10) -#define SQUARE_SZ (DIM_SIZE * DIM_SIZE) - -#define WIDTH 16 -#define HEIGHT 16 - -#define GET_IDX(row, col) ((row)*32 + col) - -using namespace cl::sycl; - -void InitializeSquareMatrix(float *matrix, size_t const Dim, - bool const bSkipDataGeneration) { - memset(matrix, 0, Dim * Dim * sizeof(float)); - if (!bSkipDataGeneration) { - for (unsigned int iRow = 0; iRow < Dim; ++iRow) { - for (unsigned int iCol = 0; iCol < Dim; ++iCol) { - matrix[iRow * Dim + iCol] = static_cast(iRow + iCol); - } - } - } -} - -bool CheckResults(float *out, float *in) { - unsigned int n = DIM_SIZE; - for (unsigned int i = 0; i < n; i++) { - for (unsigned int j = 0; j < n; j++) { - if ((5 <= i) && (i < n - 5) && (5 <= j) && (j < n - 5)) { - float res = +in[(i - 5) * n + (j + 0)] * -0.02f + - in[(i - 4) * n + (j + 0)] * -0.025f + - in[(i - 3) * n + (j + 0)] * -0.0333333333333f + - in[(i - 2) * n + (j + 0)] * -0.05f + - in[(i - 1) * n + (j + 0)] * -0.1f + - in[(i + 0) * n + (j - 5)] * -0.02f + - in[(i + 0) * n + (j - 4)] * -0.025f + - in[(i + 0) * n + (j - 3)] * -0.0333333333333f + - in[(i + 0) * n + (j - 2)] * -0.05f + - in[(i + 0) * n + (j - 1)] * -0.1f + - in[(i + 0) * n + (j + 1)] * 0.1f + - in[(i + 0) * n + (j + 2)] * 0.05f + - in[(i + 0) * n + (j + 3)] * 0.0333333333333f + - in[(i + 0) * n + (j + 4)] * 0.025f + - in[(i + 0) * n + (j + 5)] * 0.02f + - in[(i + 1) * n + (j + 0)] * 0.1f + - in[(i + 2) * n + (j + 0)] * 0.05f + - in[(i + 3) * n + (j + 0)] * 0.0333333333333f + - in[(i + 4) * n + (j + 0)] * 0.025f + - in[(i + 5) * n + (j + 0)] * 0.02f; - - // check result - if (abs(res - out[i * n + j]) >= 0.0015f) { - std::cout << "out[" << i << "][" << j << "] = " << out[i * n + j] - << " expect result " << res << std::endl; - return false; - } - } - } - } - return true; -} - -int main(void) { - uint range_width = - (DIM_SIZE - 10) / WIDTH + (((DIM_SIZE - 10) % WIDTH == 0) ? 0 : 1); - uint range_height = - (DIM_SIZE - 10) / HEIGHT + (((DIM_SIZE - 10) % HEIGHT == 0) ? 0 : 1); - cl::sycl::range<2> GlobalRange{range_width, range_height}; - - std::cout << "width = " << range_width << " height = " << range_height - << std::endl; - cl::sycl::range<2> LocalRange{1, 1}; - - queue q(esimd_test::ESIMDSelector{}, esimd_test::createExceptionHandler()); - - auto dev = q.get_device(); - std::cout << "Running on " << dev.get_info() << "\n"; - auto ctxt = q.get_context(); - - // create and init matrices - float *inputMatrix = - static_cast(malloc_shared(SQUARE_SZ * sizeof(float), dev, ctxt)); - float *outputMatrix = - static_cast(malloc_shared(SQUARE_SZ * sizeof(float), dev, ctxt)); - InitializeSquareMatrix(inputMatrix, DIM_SIZE, false); - InitializeSquareMatrix(outputMatrix, DIM_SIZE, true); - - auto e = q.submit([&](handler &cgh) { - cgh.parallel_for( - GlobalRange * LocalRange, [=](item<2> it) SYCL_ESIMD_KERNEL { - using namespace sycl::INTEL::gpu; - uint h_pos = it.get_id(0); - uint v_pos = it.get_id(1); - - simd vin; - // matrix HEIGHT+10 x 32 - auto in = vin.format(); - - // - // rather than loading all data in - // the code will interleave data loading and compute - // first, we load enough data for the first 16 pixels - // - unsigned off = (v_pos * HEIGHT) * DIM_SIZE + h_pos * WIDTH; -#pragma unroll - for (unsigned i = 0; i < 10; i++) { - in.row(i) = block_load(inputMatrix + off); - off += DIM_SIZE; - } - - unsigned out_off = - (((v_pos * HEIGHT + 5) * DIM_SIZE + (h_pos * WIDTH) + 5)) * - sizeof(float); - simd elm16(0, 1); - -#pragma unroll - for (unsigned i = 0; i < HEIGHT; i++) { - - in.row(10 + i) = block_load(inputMatrix + off); - off += DIM_SIZE; - - simd sum = - vin.select(GET_IDX(i, 5)) * -0.02f + - vin.select(GET_IDX(i + 1, 5)) * -0.025f + - vin.select(GET_IDX(i + 2, 5)) * -0.0333333333333f + - vin.select(GET_IDX(i + 3, 5)) * -0.05f + - vin.select(GET_IDX(i + 4, 5)) * -0.1f + - vin.select(GET_IDX(i + 6, 5)) * 0.1f + - vin.select(GET_IDX(i + 7, 5)) * 0.05f + - vin.select(GET_IDX(i + 8, 5)) * 0.0333333333333f + - vin.select(GET_IDX(i + 9, 5)) * 0.025f + - vin.select(GET_IDX(i + 10, 5)) * 0.02f + - vin.select(GET_IDX(i + 5, 0)) * -0.02f + - vin.select(GET_IDX(i + 5, 1)) * -0.025f + - vin.select(GET_IDX(i + 5, 2)) * -0.0333333333333f + - vin.select(GET_IDX(i + 5, 3)) * -0.05f + - vin.select(GET_IDX(i + 5, 4)) * -0.1f + - vin.select(GET_IDX(i + 5, 6)) * 0.1f + - vin.select(GET_IDX(i + 5, 7)) * 0.05f + - vin.select(GET_IDX(i + 5, 8)) * 0.0333333333333f + - vin.select(GET_IDX(i + 5, 9)) * 0.025f + - vin.select(GET_IDX(i + 5, 10)) * 0.02f; - - // predciate output - simd p = (elm16 + h_pos * WIDTH) < DIM_SIZE - 10; - - simd elm16_off = elm16 * sizeof(float) + out_off; - scatter(outputMatrix, sum, elm16_off, p); - out_off += DIM_SIZE * sizeof(float); - - if (v_pos * HEIGHT + 10 + i >= DIM_SIZE - 1) - break; - } - }); - }); - e.wait(); - - // check result - bool passed = CheckResults(outputMatrix, inputMatrix); - if (passed) { - std::cout << "PASSED" << std::endl; - } else { - std::cout << "FAILED" << std::endl; - } - free(inputMatrix, ctxt); - free(outputMatrix, ctxt); - return 0; -} diff --git a/sycl/test/esimd/on-device/test_id_3d.cpp b/sycl/test/esimd/on-device/test_id_3d.cpp deleted file mode 100755 index 6747d98d9bc20..0000000000000 --- a/sycl/test/esimd/on-device/test_id_3d.cpp +++ /dev/null @@ -1,74 +0,0 @@ -//==---------------- test_id_3d.cpp - DPC++ ESIMD on-device test ----------==// -// -// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. -// See https://llvm.org/LICENSE.txt for license information. -// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception -// -//===----------------------------------------------------------------------===// -// TODO enable on Windows and Level Zero -// REQUIRES: linux && gpu && opencl -// RUN: %clangxx-esimd -fsycl %s -o %t.out -// RUN: env SYCL_DEVICE_TYPE=HOST %t.out -// RUN: %ESIMD_RUN_PLACEHOLDER %t.out - -// This test checks that multi-dimensional sycl::item can be used in ESIMD -// kernels. - -#include "esimd_test_utils.hpp" - -#include -#include -#include - -using namespace cl::sycl; - -int main(void) { - constexpr unsigned LocalSizeX = 32; - constexpr unsigned VL = 8; - sycl::range<3> GroupRange{2, 3, 4}; - sycl::range<3> LocalRange{2, 3, LocalSizeX / VL}; - sycl::range<3> GlobalRange = GroupRange * LocalRange; - sycl::range<3> ScalarGlobalRange = GlobalRange * sycl::range<3>{1, 1, VL}; - size_t Y = GlobalRange[1]; - size_t X = GlobalRange[2]; - - queue q(esimd_test::ESIMDSelector{}, esimd_test::createExceptionHandler()); - - auto dev = q.get_device(); - std::cout << "Running on " << dev.get_info() << "\n"; - auto ctxt = q.get_context(); - int *C = static_cast( - malloc_shared(ScalarGlobalRange.size() * sizeof(int), dev, ctxt)); - - auto e = q.submit([&](handler &cgh) { - cgh.parallel_for( - GlobalRange, [=](item<3> it) SYCL_ESIMD_KERNEL { - using namespace sycl::INTEL::gpu; - auto id = it.get_id(); - // calculate linear ID: - size_t lin_id = id[0] * Y * X + id[1] * X + id[2]; - simd inc(0, 1); - int off = (int)(lin_id * VL); - simd val = inc + off; - block_store(C + off, val); - }); - }); - e.wait(); - int err_cnt = 0; - - for (size_t i = 0; i < ScalarGlobalRange.size(); ++i) { - if (C[i] != (int)i) { - if (++err_cnt < 10) { - std::cerr << "*** ERROR at " << i << ": " << C[i] << "!=" << i - << " (gold)\n"; - } - } - } - if (err_cnt > 0) { - std::cout << "FAILED. " << err_cnt << "/" << ScalarGlobalRange.size() - << " errors\n"; - return 1; - } - std::cout << "passed\n"; - return 0; -} diff --git a/sycl/test/esimd/on-device/vadd_1d.cpp b/sycl/test/esimd/on-device/vadd_1d.cpp deleted file mode 100644 index e9f12af84bece..0000000000000 --- a/sycl/test/esimd/on-device/vadd_1d.cpp +++ /dev/null @@ -1,89 +0,0 @@ -//==---------------- vadd_1d.cpp - DPC++ ESIMD on-device test -------------==// -// -// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. -// See https://llvm.org/LICENSE.txt for license information. -// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception -// -//===----------------------------------------------------------------------===// -// TODO enable on Windows and Level Zero -// REQUIRES: linux && gpu && opencl -// RUN: %clangxx-esimd -fsycl %s -o %t.out -// RUN: %ESIMD_RUN_PLACEHOLDER %t.out - -#include "esimd_test_utils.hpp" - -#include -#include -#include - -using namespace cl::sycl; - -int main(void) { - constexpr unsigned Size = 1024 * 128; - constexpr unsigned VL = 16; - - float *A = new float[Size]; - float *B = new float[Size]; - float *C = new float[Size]; - - for (unsigned i = 0; i < Size; ++i) { - A[i] = B[i] = i; - C[i] = 0.0f; - } - - { - buffer bufa(A, range<1>(Size)); - buffer bufb(B, range<1>(Size)); - buffer bufc(C, range<1>(Size)); - - // We need that many workgroups - cl::sycl::range<1> GlobalRange{Size / VL}; - - // We need that many threads in each group - cl::sycl::range<1> LocalRange{1}; - - queue q(esimd_test::ESIMDSelector{}, esimd_test::createExceptionHandler()); - - auto dev = q.get_device(); - std::cout << "Running on " << dev.get_info() << "\n"; - - auto e = q.submit([&](handler &cgh) { - auto PA = bufa.get_access(cgh); - auto PB = bufb.get_access(cgh); - auto PC = bufc.get_access(cgh); - cgh.parallel_for( - GlobalRange * LocalRange, [=](id<1> i) SYCL_ESIMD_KERNEL { - using namespace sycl::INTEL::gpu; - unsigned int offset = i * VL * sizeof(float); - simd va = block_load(PA, offset); - simd vb = block_load(PB, offset); - simd vc = va + vb; - block_store(PC, offset, vc); - }); - }); - e.wait(); - } - - int err_cnt = 0; - - for (unsigned i = 0; i < Size; ++i) { - if (A[i] + B[i] != C[i]) { - if (++err_cnt < 10) { - std::cout << "failed at index " << i << ", " << C[i] << " != " << A[i] - << " + " << B[i] << "\n"; - } - } - } - if (err_cnt > 0) { - std::cout << " pass rate: " - << ((float)(Size - err_cnt) / (float)Size) * 100.0f << "% (" - << (Size - err_cnt) << "/" << Size << ")\n"; - } - - delete[] A; - delete[] B; - delete[] C; - - std::cout << (err_cnt > 0 ? "FAILED\n" : "Passed\n"); - return err_cnt > 0 ? 1 : 0; -} diff --git a/sycl/test/esimd/on-device/vadd_2d.cpp b/sycl/test/esimd/on-device/vadd_2d.cpp deleted file mode 100644 index 30f6346b0439b..0000000000000 --- a/sycl/test/esimd/on-device/vadd_2d.cpp +++ /dev/null @@ -1,97 +0,0 @@ -//==---------------- vadd_2d.cpp - DPC++ ESIMD on-device test -------------==// -// -// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. -// See https://llvm.org/LICENSE.txt for license information. -// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception -// -//===----------------------------------------------------------------------===// -// TODO enable on Windows and Level Zero -// REQUIRES: linux && gpu && opencl -// RUN: %clangxx-esimd -fsycl %s -o %t.out -// RUN: env SYCL_DEVICE_TYPE=HOST %t.out -// RUN: %ESIMD_RUN_PLACEHOLDER %t.out - -#include "esimd_test_utils.hpp" - -#include -#include -#include - -using namespace cl::sycl; - -int main(void) { - constexpr unsigned Size = 256; - constexpr unsigned VL = 8; - constexpr unsigned GroupSize = 2; - - int A[Size]; - int B[Size]; - int C[Size] = {}; - - for (unsigned i = 0; i < Size; ++i) { - A[i] = B[i] = i; - } - - { - cl::sycl::image<2> imgA(A, image_channel_order::rgba, - image_channel_type::unsigned_int32, - range<2>{Size / 4, 1}); - cl::sycl::image<2> imgB(B, image_channel_order::rgba, - image_channel_type::unsigned_int32, - range<2>{Size / 4, 1}); - cl::sycl::image<2> imgC(C, image_channel_order::rgba, - image_channel_type::unsigned_int32, - range<2>{Size / 4, 1}); - - // We need that many workitems - cl::sycl::range<1> GlobalRange{(Size / VL)}; - - // Number of workitems in a workgroup - cl::sycl::range<1> LocalRange{GroupSize}; - - queue q(esimd_test::ESIMDSelector{}, esimd_test::createExceptionHandler()); - - auto dev = q.get_device(); - std::cout << "Running on " << dev.get_info() << "\n"; - - auto e = q.submit([&](cl::sycl::handler &cgh) { - auto accA = imgA.get_access(cgh); - auto accB = imgB.get_access(cgh); - auto accC = imgC.get_access(cgh); - - cgh.parallel_for( - GlobalRange * LocalRange, [=](id<1> i) SYCL_ESIMD_KERNEL { - using namespace sycl::INTEL::gpu; - - constexpr int ESIZE = sizeof(int); - int x = i * ESIZE * VL; - int y = 0; - - simd va; - auto va_ref = va.format(); - va_ref = media_block_load(accA, x, y); - - simd vb; - auto vb_ref = vb.format(); - vb_ref = media_block_load(accB, x, y); - - simd vc; - auto vc_ref = vc.format(); - vc_ref = va_ref + vb_ref; - media_block_store(accC, x, y, vc_ref); - }); - }); - e.wait(); - } - - for (unsigned i = 0; i < Size; ++i) { - if (A[i] + B[i] != C[i]) { - std::cout << "failed at index " << i << ", " << C[i] << " != " << A[i] - << " + " << B[i] << "\n"; - return 1; - } - } - - std::cout << "Passed\n"; - return 0; -} diff --git a/sycl/test/esimd/on-device/vadd_raw_send.cpp b/sycl/test/esimd/on-device/vadd_raw_send.cpp deleted file mode 100644 index e21d94fae353c..0000000000000 --- a/sycl/test/esimd/on-device/vadd_raw_send.cpp +++ /dev/null @@ -1,152 +0,0 @@ -//==---------------- vadd_raw_send.cpp - DPC++ ESIMD on-device test -//-------------==// -// -// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. -// See https://llvm.org/LICENSE.txt for license information. -// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception -// -//===----------------------------------------------------------------------===// -// TODO enable on Windows -// REQUIRES: linux -// REQUIRES: gpu -// RUN: %clangxx-esimd -fsycl %s -o %t.out -// RUN: %ESIMD_RUN_PLACEHOLDER %t.out - -#include "esimd_test_utils.hpp" - -#include -#include -#include - -using namespace cl::sycl; - -using namespace sycl::INTEL::gpu; - -template -ESIMD_INLINE simd dwaligned_block_read(AccessorTy acc, - unsigned int offset) { - simd src0; - simd oldDst; - - src0.select<1, 1>(2) = offset; - uint32_t exDesc = 0xA; - uint32_t desc = esimd_get_value(acc); - desc += 0x2284300; - constexpr uint8_t execSize = 0x84; - constexpr uint8_t sfid = 0x0; - constexpr uint8_t numSrc0 = 0x1; - constexpr uint8_t numDst = 0x2; - - return esimd_raw_send_load(oldDst, src0, exDesc, desc, execSize, sfid, - numSrc0, numDst); -} - -template -ESIMD_INLINE void block_write1(AccessorTy acc, unsigned int offset, - simd data) { - simd src0; - - src0.template select<1, 1>(2) = offset >> 4; - uint32_t exDesc = 0x4A; - uint32_t desc = esimd_get_value(acc); - desc += 0x20A0200; - constexpr uint8_t execSize = 0x83; - constexpr uint8_t sfid = 0x0; - constexpr uint8_t numSrc0 = 0x1; - constexpr uint8_t numSrc1 = 0x1; - - return esimd_raw_sends_store(src0, data, exDesc, desc, execSize, sfid, - numSrc0, numSrc1); -} - -template -ESIMD_INLINE void block_write2(AccessorTy acc, unsigned int offset, - simd data) { - simd src0; - auto src0_ref1 = - src0.template select<8, 1>(0).template format(); - auto src0_ref2 = src0.template select<8, 1>(8); - - src0_ref1.template select<1, 1>(2) = offset >> 4; - src0_ref2 = data; - uint32_t exDesc = 0xA; - uint32_t desc = esimd_get_value(acc); - desc += 0x40A0200; - constexpr uint8_t execSize = 0x83; - constexpr uint8_t sfid = 0x0; - constexpr uint8_t numSrc0 = 0x2; - - return esimd_raw_send_store(src0, exDesc, desc, execSize, sfid, numSrc0); -} - -int main(void) { - constexpr unsigned Size = 1024 * 128; - constexpr unsigned VL = 16; - - float *A = new float[Size]; - float *B = new float[Size]; - float *C = new float[Size]; - - for (unsigned i = 0; i < Size; ++i) { - A[i] = B[i] = i; - C[i] = 0.0f; - } - - { - buffer bufa(A, range<1>(Size)); - buffer bufb(B, range<1>(Size)); - buffer bufc(C, range<1>(Size)); - - // We need that many workgroups - cl::sycl::range<1> GlobalRange{Size / VL}; - - // We need that many threads in each group - cl::sycl::range<1> LocalRange{1}; - - queue q(esimd_test::ESIMDSelector{}, esimd_test::createExceptionHandler()); - - auto dev = q.get_device(); - std::cout << "Running on " << dev.get_info() << "\n"; - - auto e = q.submit([&](handler &cgh) { - auto PA = bufa.get_access(cgh); - auto PB = bufb.get_access(cgh); - auto PC = bufc.get_access(cgh); - cgh.parallel_for( - GlobalRange * LocalRange, [=](id<1> i) SYCL_ESIMD_KERNEL { - unsigned int offset = i * VL * sizeof(float); - simd va = dwaligned_block_read(PA, offset); - simd vb = dwaligned_block_read(PB, offset); - simd vc = va + vb; - constexpr int SIZE = VL / 2; - block_write1(PC, offset, vc.select(0).read()); - offset += SIZE * sizeof(float); - block_write2(PC, offset, vc.select(SIZE).read()); - }); - }); - e.wait(); - } - - int err_cnt = 0; - - for (unsigned i = 0; i < Size; ++i) { - if (A[i] + B[i] != C[i]) { - if (++err_cnt < 10) { - std::cout << "failed at index " << i << ", " << C[i] << " != " << A[i] - << " + " << B[i] << "\n"; - } - } - } - if (err_cnt > 0) { - std::cout << " pass rate: " - << ((float)(Size - err_cnt) / (float)Size) * 100.0f << "% (" - << (Size - err_cnt) << "/" << Size << ")\n"; - } - - delete[] A; - delete[] B; - delete[] C; - - std::cout << (err_cnt > 0 ? "FAILED\n" : "Passed\n"); - return err_cnt > 0 ? 1 : 0; -} diff --git a/sycl/test/esimd/on-device/vadd_usm.cpp b/sycl/test/esimd/on-device/vadd_usm.cpp deleted file mode 100755 index 9323269c5074b..0000000000000 --- a/sycl/test/esimd/on-device/vadd_usm.cpp +++ /dev/null @@ -1,80 +0,0 @@ -//==---------------- vadd_usm.cpp - DPC++ ESIMD on-device test ------------==// -// -// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. -// See https://llvm.org/LICENSE.txt for license information. -// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception -// -//===----------------------------------------------------------------------===// -// TODO enable on Windows and Level Zero -// REQUIRES: linux && gpu && opencl -// RUN: %clangxx-esimd -fsycl %s -o %t.out -// RUN: env SYCL_DEVICE_TYPE=HOST %t.out -// RUN: %ESIMD_RUN_PLACEHOLDER %t.out - -#include "esimd_test_utils.hpp" - -#include -#include -#include - -using namespace cl::sycl; - -int main(void) { - constexpr unsigned Size = 1024; - constexpr unsigned VL = 32; - constexpr unsigned GroupSize = 8; - - queue q(esimd_test::ESIMDSelector{}, esimd_test::createExceptionHandler()); - - auto dev = q.get_device(); - std::cout << "Running on " << dev.get_info() << "\n"; - auto ctxt = q.get_context(); - float *A = - static_cast(malloc_shared(Size * sizeof(float), dev, ctxt)); - float *B = - static_cast(malloc_shared(Size * sizeof(float), dev, ctxt)); - float *C = - static_cast(malloc_shared(Size * sizeof(float), dev, ctxt)); - - for (unsigned i = 0; i < Size; ++i) { - A[i] = B[i] = i; - } - - // We need that many workitems. Each processes VL elements of data. - cl::sycl::range<1> GlobalRange{Size / VL}; - // Number of workitems in each workgroup. - cl::sycl::range<1> LocalRange{GroupSize}; - - cl::sycl::nd_range<1> Range(GlobalRange, LocalRange); - - auto e = q.submit([&](handler &cgh) { - cgh.parallel_for(Range, [=](nd_item<1> ndi) SYCL_ESIMD_KERNEL { - using namespace sycl::INTEL::gpu; - - int i = ndi.get_global_id(0); - simd va = block_load(A + i * VL); - simd vb = block_load(B + i * VL); - simd vc = va + vb; - block_store(C + i * VL, vc); - }); - }); - e.wait(); - int err_cnt = 0; - - for (unsigned i = 0; i < Size; ++i) { - if (A[i] + B[i] != C[i]) { - if (++err_cnt < 10) { - std::cout << "failed at index " << i << ", " << C[i] << " != " << A[i] - << " + " << B[i] << "\n"; - } - } - } - if (err_cnt > 0) { - std::cout << " pass rate: " - << ((float)(Size - err_cnt) / (float)Size) * 100.0f << "% (" - << (Size - err_cnt) << "/" << Size << ")\n"; - } - - std::cout << (err_cnt > 0 ? "FAILED\n" : "Passed\n"); - return err_cnt > 0 ? 1 : 0; -}

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