/* * Copyright (c) 2017 ARM Limited. * * SPDX-License-Identifier: MIT * * Permission is hereby granted, free of charge, to any person obtaining a copy * of this software and associated documentation files (the "Software"), to * deal in the Software without restriction, including without limitation the * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or * sell copies of the Software, and to permit persons to whom the Software is * furnished to do so, subject to the following conditions: * * The above copyright notice and this permission notice shall be included in all * copies or substantial portions of the Software. * * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE * SOFTWARE. */ #include "arm_compute/core/NEON/kernels/arm64/NEGEMMLowpAArch64V8P4Kernel.h" #include "arm_compute/core/AccessWindowStatic.h" #include "arm_compute/core/Error.h" #include "arm_compute/core/Helpers.h" #include "arm_compute/core/IAccessWindow.h" #include "arm_compute/core/ITensor.h" #include "arm_compute/core/TensorInfo.h" #include "arm_compute/core/Types.h" #include "arm_compute/core/Utils.h" #include "arm_compute/core/Validate.h" #include "arm_compute/core/Window.h" #include "support/ToolchainSupport.h" #include #include #include // Enable only if compiled for AArch64-V8.2-A targets #ifdef ARM_COMPUTE_AARCH64_V8_2 #define ASM_PREFETCH(address) "PRFM PLDL1KEEP, " address "\n" #define ASM_PREFETCHL2(address) "PRFM PLDL2KEEP, " address "\n" #define ASM_PREFETCHW(address) "PRFM PSTL1KEEP, " address "\n" #define ASM_PREFETCHWL2(address) "PRFM PSTL2KEEP, " address "\n" static inline void stincpld(uint32x4_t v0, uint32x4_t v1, uint32x4_t v2, uint32x4_t v3, uint32x4_t v4, uint32x4_t v5, uint32x4_t v6, uint32x4_t v7, uint32_t *&ptr0, uint32_t *&ptr1, uint32_t *&ptr2, uint32_t *&ptr3, uint32_t *&ptr4, uint32_t *&ptr5, uint32_t *&ptr6, uint32_t *&ptr7) { __asm __volatile( "LDR q0, [%[ptr0]]\n" "LDR q1, [%[ptr1]]\n" "LDR q2, [%[ptr2]]\n" "LDR q3, [%[ptr3]]\n" "LDR q4, [%[ptr4]]\n" "LDR q5, [%[ptr5]]\n" "LDR q6, [%[ptr6]]\n" "LDR q7, [%[ptr7]]\n" "ADD v0.4s, v0.4s, %[v0].4s\n" ASM_PREFETCH("[%[ptr0], #80]") "ADD v1.4s, v1.4s, %[v1].4s\n" ASM_PREFETCH("[%[ptr1], #80]") "ADD v2.4s, v2.4s, %[v2].4s\n" ASM_PREFETCH("[%[ptr2], #80]") "ADD v3.4s, v3.4s, %[v3].4s\n" ASM_PREFETCH("[%[ptr3], #80]") "ADD v4.4s, v4.4s, %[v4].4s\n" ASM_PREFETCH("[%[ptr4], #80]") "ADD v5.4s, v5.4s, %[v5].4s\n" ASM_PREFETCH("[%[ptr5], #80]") "ADD v6.4s, v6.4s, %[v6].4s\n" ASM_PREFETCH("[%[ptr6], #80]") "ADD v7.4s, v7.4s, %[v7].4s\n" ASM_PREFETCH("[%[ptr7], #80]") "STR q0, [%[ptr0]], #16\n" "STR q1, [%[ptr1]], #16\n" "STR q2, [%[ptr2]], #16\n" "STR q3, [%[ptr3]], #16\n" "STR q4, [%[ptr4]], #16\n" "STR q5, [%[ptr5]], #16\n" "STR q6, [%[ptr6]], #16\n" "STR q7, [%[ptr7]], #16\n" : [ptr0] "+r"(ptr0), [ptr1] "+r"(ptr1), [ptr2] "+r"(ptr2), [ptr3] "+r"(ptr3), [ptr4] "+r"(ptr4), [ptr5] "+r"(ptr5), [ptr6] "+r"(ptr6), [ptr7] "+r"(ptr7) : [v0] "w"(v0), [v1] "w"(v1), [v2] "w"(v2), [v3] "w"(v3), [v4] "w"(v4), [v5] "w"(v5), [v6] "w"(v6), [v7] "w"(v7) : "x20", "x21", "v0", "v1", "v2", "v3", "v4", "v5", "v6", "v7", "memory"); } static inline void stinc(uint32x4_t v0, uint32x4_t v1, uint32x4_t v2, uint32x4_t v3, uint32x4_t v4, uint32x4_t v5, uint32x4_t v6, uint32x4_t v7, uint32_t *&ptr0, uint32_t *&ptr1, uint32_t *&ptr2, uint32_t *&ptr3, uint32_t *&ptr4, uint32_t *&ptr5, uint32_t *&ptr6, uint32_t *&ptr7) { __asm __volatile( "LDR q0, [%[ptr0]]\n" "LDR q1, [%[ptr1]]\n" "LDR q2, [%[ptr2]]\n" "LDR q3, [%[ptr3]]\n" "LDR q4, [%[ptr4]]\n" "LDR q5, [%[ptr5]]\n" "LDR q6, [%[ptr6]]\n" "LDR q7, [%[ptr7]]\n" "ADD v0.4s, v0.4s, %[v0].4s\n" "ADD v1.4s, v1.4s, %[v1].4s\n" "ADD v2.4s, v2.4s, %[v2].4s\n" "ADD v3.4s, v3.4s, %[v3].4s\n" "ADD v4.4s, v4.4s, %[v4].4s\n" "ADD v5.4s, v5.4s, %[v5].4s\n" "ADD v6.4s, v6.4s, %[v6].4s\n" "ADD v7.4s, v7.4s, %[v7].4s\n" "STR q0, [%[ptr0]], #16\n" "STR q1, [%[ptr1]], #16\n" "STR q2, [%[ptr2]], #16\n" "STR q3, [%[ptr3]], #16\n" "STR q4, [%[ptr4]], #16\n" "STR q5, [%[ptr5]], #16\n" "STR q6, [%[ptr6]], #16\n" "STR q7, [%[ptr7]], #16\n" : [ptr0] "+r"(ptr0), [ptr1] "+r"(ptr1), [ptr2] "+r"(ptr2), [ptr3] "+r"(ptr3), [ptr4] "+r"(ptr4), [ptr5] "+r"(ptr5), [ptr6] "+r"(ptr6), [ptr7] "+r"(ptr7) : [v0] "w"(v0), [v1] "w"(v1), [v2] "w"(v2), [v3] "w"(v3), [v4] "w"(v4), [v5] "w"(v5), [v6] "w"(v6), [v7] "w"(v7) : "v0", "v1", "v2", "v3", "v4", "v5", "v6", "v7", "memory"); } namespace arm_compute { void NEGEMMLowpAArch64V8P4Kernel::internal_configure(const ITensor *input0, const ITensor *input1, ITensor *output) { ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input0, 1, DataType::U8); ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(output, 1, DataType::U32); ARM_COMPUTE_ERROR_ON_MISMATCHING_DATA_TYPES(input0, input1); _input0 = input0; _input1 = input1; _output = output; // Configure kernel window Window win = calculate_max_window(*output->info()); AccessWindowRectangle output_access(output->info(), 0, 0, 12, 8); const int input0_access_end = ceil_to_multiple(input0->info()->tensor_shape().x(), 8); const int input1_access_end = ceil_to_multiple(input1->info()->tensor_shape().x(), 12); update_window_and_padding(win, AccessWindowStatic(input0->info(), 0, 0, input0_access_end, input0->info()->tensor_shape().y()), AccessWindowStatic(input1->info(), 0, 0, input1_access_end, input1->info()->tensor_shape().y()), output_access); INEKernel::configure(win); } bool NEGEMMLowpAArch64V8P4Kernel::is_parallelisable() const { return false; } #define _UDOT_MACRO \ ".altmacro\n" \ ".macro udot opd:req, opn:req, opm:req\n" \ "local vd, vn, vm, h, l\n" \ ".irp reg,0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31\n" \ ".ifeqs \"\\opd\",\"v\\reg\\.4s\"\n" \ ".set vd,\\reg\n" \ ".endif\n" \ ".ifeqs \"\\opn\",\"v\\reg\\.16b\"\n" \ ".set vn,\\reg\n" \ ".endif\n" \ ".irp idx,0,1,2,3\n" \ ".ifeqs \"\\opm\",\"v\\reg\\.4b[\\idx\\]\"\n" \ ".set vm,\\reg\n" \ ".set h,\\idx / 2\n" \ ".set l,\\idx %% 2\n" \ ".endif\n" \ ".endr\n" \ ".endr\n" \ ".ifndef vd\n" \ ".error \"Bad operand \\opd\"\n" \ ".exitm\n" \ ".endif\n" \ ".ifndef vn\n" \ ".error \"Bad operand \\opn\"\n" \ ".exitm\n" \ ".endif\n" \ ".ifndef vm\n" \ ".error \"Bad operand \\opm\"\n" \ ".exitm\n" \ ".endif\n" \ ".ifndef h\n" \ ".error \"Bad operand \\opm\"\n" \ ".exitm\n" \ ".endif\n" \ ".ifndef l\n" \ ".error \"Bad operand \\opm\"\n" \ ".exitm\n" \ ".endif\n" \ ".int 0x6f80e000 | vd | (vn << 5) | (vm << 16) | (l << 21) | (h << 11)\n" \ ".endm\n" #define _PREFETCH_ \ __asm __volatile( \ "" ASM_PREFETCH("[%[a_ptr], #64]") \ ASM_PREFETCH("[%[a_ptr], #128]") \ ASM_PREFETCH("[%[a_ptr], #192]") \ : \ : \ [a_ptr] "r"(a_ptr), [b_ptr] "r"(b_ptr) \ : "x20", "x21", "memory"); \ __asm __volatile( \ "" ASM_PREFETCH("[%[b_ptr]]") \ ASM_PREFETCH("[%[b_ptr], #64]") \ ASM_PREFETCH("[%[b_ptr], #128]") \ ASM_PREFETCH("[%[b_ptr], #192]") \ : \ : \ [b_ptr] "r"(b_ptr) \ : "x20", "x21"); \ __asm __volatile( \ "" \ : [r00] "+w"(r00), [r01] "+w"(r01), \ [r10] "+w"(r10), [r11] "+w"(r11), \ [r20] "+w"(r20), [r21] "+w"(r21), \ [r30] "+w"(r30), [r31] "+w"(r31), \ [a0] "+w"(a0), [a1] "+w"(a1), \ [b0] "+w"(b0), [b1] "+w"(b1), [b2] "=w"(b2), \ [a_ptr] "+r"(a_ptr), [b_ptr] "+r"(b_ptr) \ : \ :); \ __asm __volatile( \ "" \ : [r02] "+w"(r02), \ [r12] "+w"(r12), \ [r22] "+w"(r22), \ [r32] "+w"(r32), \ [r40] "+w"(r40), \ [r50] "+w"(r50), \ [r60] "+w"(r60), \ [r70] "+w"(r70), \ [a0a] "=w"(a0a), [a1a] "=w"(a1a), \ [b0] "+w"(b0), [b2] "+w"(b2), [b5] "=&w"(b5) \ : \ :); \ __asm __volatile( \ "" \ : \ [r41] "+w"(r41), [r42] "+w"(r42), \ [r51] "+w"(r51), [r52] "+w"(r52), \ [r61] "+w"(r61), [r62] "+w"(r62), \ [r71] "+w"(r71), [r72] "+w"(r72), \ [a1] "+w"(a1), \ [b0] "+w"(b0), [b1] "+w"(b1), [b2] "+w"(b2), \ [b_ptr] "+r"(b_ptr), [k] "+r"(k) \ : \ :); void NEGEMMLowpAArch64V8P4Kernel::run(const Window &window, const ThreadInfo &info) { ARM_COMPUTE_UNUSED(info); ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this); ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW(INEKernel::window(), window); const int x_block = 348; const int k_block = 1664; const int nthreads = 1; const int M = _output->info()->tensor_shape().y(); const int N = _output->info()->tensor_shape().x(); const int K = _input0->info()->tensor_shape().x() >> 3; int yblocksperthread = ((M / nthreads) + 7) / 8; if(yblocksperthread < 1) { yblocksperthread = 1; } const int lda = _input0->info()->strides_in_bytes().y(); const int ldb = _input1->info()->strides_in_bytes().y(); const int ldc = _output->info()->strides_in_bytes().y(); const int ldc2 = _output->info()->strides_in_bytes().x(); const int ldc3 = ldc / sizeof(uint32_t); const int threadid = 0; int y0 = threadid * yblocksperthread * 8; int ymax = (threadid + 1) * yblocksperthread * 8; if(y0 >= M) { return; } if(ymax > M) { ymax = M; } for(int k0 = 0; k0 < K; k0 += k_block) { int kmax = k0 + k_block; if(kmax > K) { kmax = K; } for(int x0 = 0; x0 < N; x0 += x_block) { int xmax = x0 + x_block; if(xmax > N) { xmax = N; } for(int y = y0; y < ymax; y += 8) { auto c_ptr0 = reinterpret_cast(_output->buffer() + (y * ldc) + x0 * ldc2); uint32_t *c_ptr1 = c_ptr0 + ldc3; uint32_t *c_ptr2 = c_ptr1 + ldc3; uint32_t *c_ptr3 = c_ptr2 + ldc3; uint32_t *c_ptr4 = c_ptr3 + ldc3; uint32_t *c_ptr5 = c_ptr4 + ldc3; uint32_t *c_ptr6 = c_ptr5 + ldc3; uint32_t *c_ptr7 = c_ptr6 + ldc3; __asm __volatile( "" ASM_PREFETCH("[%[c_ptr0]]") ASM_PREFETCH("[%[c_ptr1]]") ASM_PREFETCH("[%[c_ptr2]]") ASM_PREFETCH("[%[c_ptr3]]") ASM_PREFETCH("[%[c_ptr4]]") ASM_PREFETCH("[%[c_ptr5]]") ASM_PREFETCH("[%[c_ptr6]]") ASM_PREFETCH("[%[c_ptr7]]") : : [c_ptr0] "r"(c_ptr0), [c_ptr1] "r"(c_ptr1), [c_ptr2] "r"(c_ptr2), [c_ptr3] "r"(c_ptr3), [c_ptr4] "r"(c_ptr4), [c_ptr5] "r"(c_ptr5), [c_ptr6] "r"(c_ptr6), [c_ptr7] "r"(c_ptr7) : "x20", "x21"); for(int x = x0; x < xmax; x += 12) { register uint32x4_t r00 asm("v8"); register uint32x4_t r10 asm("v9"); register uint32x4_t r20 asm("v10"); register uint32x4_t r30 asm("v11"); register uint32x4_t r40 asm("v12"); register uint32x4_t r50 asm("v13"); register uint32x4_t r60 asm("v14"); register uint32x4_t r70 asm("v15"); register uint32x4_t r01 asm("v16"); register uint32x4_t r11 asm("v17"); register uint32x4_t r21 asm("v18"); register uint32x4_t r31 asm("v19"); register uint32x4_t r41 asm("v20"); register uint32x4_t r51 asm("v21"); register uint32x4_t r61 asm("v22"); register uint32x4_t r71 asm("v23"); register uint32x4_t r02 asm("v24"); register uint32x4_t r12 asm("v25"); register uint32x4_t r22 asm("v26"); register uint32x4_t r32 asm("v27"); register uint32x4_t r42 asm("v28"); register uint32x4_t r52 asm("v29"); register uint32x4_t r62 asm("v30"); register uint32x4_t r72 asm("v31"); register uint8x16_t a0 asm("v0"); register uint8x16_t a1 asm("v1"); register uint8x16_t b0 asm("v2"); register uint8x16_t b1 asm("v3"); register uint8x16_t b2 asm("v4"); register uint8x16_t a0a asm("v5"); register uint8x16_t a1a asm("v6"); register uint8x16_t b5 asm("v7"); const uint8_t *a_ptr = _input0->buffer() + ((y / 8) * lda) + (k0 * 8); const uint8_t *b_ptr = _input1->buffer() + ((x / 12) * ldb) + (k0 * 12); r00 = r01 = r02 = r10 = r11 = r12 = r20 = r21 = r22 = r30 = r31 = r32 = vdupq_n_u32(0); r40 = r41 = r42 = r50 = r51 = r52 = r60 = r61 = r62 = r70 = r71 = r72 = vdupq_n_u32(0); int k = ((kmax - k0) / 8) - 1; a0 = vld1q_u8(a_ptr); b0 = vld1q_u8(b_ptr); a1 = vld1q_u8(a_ptr + 16); b1 = vld1q_u8(b_ptr + 16); _PREFETCH_ __asm __volatile( _UDOT_MACRO "1:\n" "udot v8.4s , %[b0].16b, %[a0].4b[0]\n" "udot v9.4s , %[b0].16b, %[a0].4b[1]\n" "ldr %q[b2], [%[b_ptr], #32]\n" "udot v10.4s, %[b0].16b, %[a0].4b[2]\n" "udot v11.4s, %[b0].16b, %[a0].4b[3]\n" "ldr %q[a0a], [%[a_ptr], #32]\n" "udot v12.4s, %[b0].16b, %[a1].4b[0]\n" "udot v13.4s, %[b0].16b, %[a1].4b[1]\n" "ldr %q[a1a], [%[a_ptr], #48]\n" "udot v14.4s, %[b0].16b, %[a1].4b[2]\n" "udot v15.4s, %[b0].16b, %[a1].4b[3]\n" "ldr %q[b0], [%[b_ptr], #48]\n" "udot v16.4s, %[b1].16b, %[a0].4b[0]\n" "udot v17.4s, %[b1].16b, %[a0].4b[1]\n" ASM_PREFETCH("[%[a_ptr], #256]") "udot v18.4s, %[b1].16b, %[a0].4b[2]\n" "udot v19.4s, %[b1].16b, %[a0].4b[3]\n" "udot v20.4s, %[b1].16b, %[a1].4b[0]\n" "udot v21.4s, %[b1].16b, %[a1].4b[1]\n" "udot v22.4s, %[b1].16b, %[a1].4b[2]\n" "udot v23.4s, %[b1].16b, %[a1].4b[3]\n" "ldr %q[b1], [%[b_ptr], #64]\n" "udot v24.4s, %[b2].16b, %[a0].4b[0]\n" "udot v25.4s, %[b2].16b, %[a0].4b[1]\n" ASM_PREFETCH("[%[b_ptr], #256]") "udot v26.4s, %[b2].16b, %[a0].4b[2]\n" "udot v27.4s, %[b2].16b, %[a0].4b[3]\n" "udot v28.4s, %[b2].16b, %[a1].4b[0]\n" "udot v29.4s, %[b2].16b, %[a1].4b[1]\n" "udot v30.4s, %[b2].16b, %[a1].4b[2]\n" "udot v31.4s, %[b2].16b, %[a1].4b[3]\n" "ldr %q[b2], [%[b_ptr], #80]\n" "udot v8.4s , %[b0].16b, %[a0a].4b[0]\n" "udot v9.4s , %[b0].16b, %[a0a].4b[1]\n" "ldr %q[a0], [%[a_ptr], #64]\n" "udot v10.4s, %[b0].16b, %[a0a].4b[2]\n" "udot v11.4s, %[b0].16b, %[a0a].4b[3]\n" "udot v12.4s, %[b0].16b, %[a1a].4b[0]\n" "ldr %q[a1], [%[a_ptr], #80]\n" "udot v13.4s, %[b0].16b, %[a1a].4b[1]\n" "udot v14.4s, %[b0].16b, %[a1a].4b[2]\n" "udot v15.4s, %[b0].16b, %[a1a].4b[3]\n" "ldr %q[b0], [%[b_ptr], #96]\n" "udot v16.4s, %[b1].16b, %[a0a].4b[0]\n" "udot v17.4s, %[b1].16b, %[a0a].4b[1]\n" ASM_PREFETCH("[%[b_ptr], #320]") "udot v18.4s, %[b1].16b, %[a0a].4b[2]\n" "udot v19.4s, %[b1].16b, %[a0a].4b[3]\n" "udot v20.4s, %[b1].16b, %[a1a].4b[0]\n" "udot v21.4s, %[b1].16b, %[a1a].4b[1]\n" "udot v22.4s, %[b1].16b, %[a1a].4b[2]\n" "udot v23.4s, %[b1].16b, %[a1a].4b[3]\n" "ldr %q[b1], [%[b_ptr], #112]\n" "udot v24.4s, %[b2].16b, %[a0a].4b[0]\n" "udot v25.4s, %[b2].16b, %[a0a].4b[1]\n" "add %[a_ptr], %[a_ptr], #64\n" "udot v26.4s, %[b2].16b, %[a0a].4b[2]\n" "udot v27.4s, %[b2].16b, %[a0a].4b[3]\n" "add %[b_ptr], %[b_ptr], #96\n" "udot v28.4s, %[b2].16b, %[a1a].4b[0]\n" "udot v29.4s, %[b2].16b, %[a1a].4b[1]\n" "subs %w[k], %w[k], #1\n" "udot v30.4s, %[b2].16b, %[a1a].4b[2]\n" "udot v31.4s, %[b2].16b, %[a1a].4b[3]\n" "bne 1b\n" "udot v8.4s , %[b0].16b, %[a0].4b[0]\n" "udot v9.4s , %[b0].16b, %[a0].4b[1]\n" "ldr %q[b2], [%[b_ptr], #32]\n" "udot v10.4s, %[b0].16b, %[a0].4b[2]\n" "udot v11.4s, %[b0].16b, %[a0].4b[3]\n" "ldr %q[a0a], [%[a_ptr], #32]\n" "udot v12.4s, %[b0].16b, %[a1].4b[0]\n" "udot v13.4s, %[b0].16b, %[a1].4b[1]\n" "ldr %q[a1a], [%[a_ptr], #48]\n" "udot v14.4s, %[b0].16b, %[a1].4b[2]\n" "udot v15.4s, %[b0].16b, %[a1].4b[3]\n" "ldr %q[b0], [%[b_ptr], #48]\n" "udot v16.4s, %[b1].16b, %[a0].4b[0]\n" "udot v17.4s, %[b1].16b, %[a0].4b[1]\n" "udot v18.4s, %[b1].16b, %[a0].4b[2]\n" "udot v19.4s, %[b1].16b, %[a0].4b[3]\n" "udot v20.4s, %[b1].16b, %[a1].4b[0]\n" "udot v21.4s, %[b1].16b, %[a1].4b[1]\n" "udot v22.4s, %[b1].16b, %[a1].4b[2]\n" "udot v23.4s, %[b1].16b, %[a1].4b[3]\n" "ldr %q[b1], [%[b_ptr], #64]\n" "udot v24.4s, %[b2].16b, %[a0].4b[0]\n" "udot v25.4s, %[b2].16b, %[a0].4b[1]\n" "udot v26.4s, %[b2].16b, %[a0].4b[2]\n" "udot v27.4s, %[b2].16b, %[a0].4b[3]\n" "udot v28.4s, %[b2].16b, %[a1].4b[0]\n" "udot v29.4s, %[b2].16b, %[a1].4b[1]\n" "udot v30.4s, %[b2].16b, %[a1].4b[2]\n" "udot v31.4s, %[b2].16b, %[a1].4b[3]\n" "ldr %q[b2], [%[b_ptr], #80]\n" "udot v8.4s , %[b0].16b, %[a0a].4b[0]\n" ASM_PREFETCH("[%[c_ptr0]]") "udot v9.4s , %[b0].16b, %[a0a].4b[1]\n" ASM_PREFETCH("[%[c_ptr1]]") "udot v10.4s, %[b0].16b, %[a0a].4b[2]\n" ASM_PREFETCH("[%[c_ptr2]]") "udot v11.4s, %[b0].16b, %[a0a].4b[3]\n" ASM_PREFETCH("[%[c_ptr3]]") "udot v12.4s, %[b0].16b, %[a1a].4b[0]\n" ASM_PREFETCH("[%[c_ptr4]]") "udot v13.4s, %[b0].16b, %[a1a].4b[1]\n" ASM_PREFETCH("[%[c_ptr5]]") "udot v14.4s, %[b0].16b, %[a1a].4b[2]\n" ASM_PREFETCH("[%[c_ptr6]]") "udot v15.4s, %[b0].16b, %[a1a].4b[3]\n" ASM_PREFETCH("[%[c_ptr7]]") "udot v16.4s, %[b1].16b, %[a0a].4b[0]\n" ASM_PREFETCH("[%[c_ptr0], #48]") "udot v17.4s, %[b1].16b, %[a0a].4b[1]\n" ASM_PREFETCH("[%[c_ptr1], #48]") "udot v18.4s, %[b1].16b, %[a0a].4b[2]\n" ASM_PREFETCH("[%[c_ptr2], #48]") "udot v19.4s, %[b1].16b, %[a0a].4b[3]\n" ASM_PREFETCH("[%[c_ptr3], #48]") "udot v20.4s, %[b1].16b, %[a1a].4b[0]\n" ASM_PREFETCH("[%[c_ptr4], #48]") "udot v21.4s, %[b1].16b, %[a1a].4b[1]\n" ASM_PREFETCH("[%[c_ptr5], #48]") "udot v22.4s, %[b1].16b, %[a1a].4b[2]\n" ASM_PREFETCH("[%[c_ptr6], #48]") "udot v23.4s, %[b1].16b, %[a1a].4b[3]\n" ASM_PREFETCH("[%[c_ptr7], #48]") "udot v24.4s, %[b2].16b, %[a0a].4b[0]\n" "udot v25.4s, %[b2].16b, %[a0a].4b[1]\n" "udot v26.4s, %[b2].16b, %[a0a].4b[2]\n" "udot v27.4s, %[b2].16b, %[a0a].4b[3]\n" "add %[b_ptr], %[b_ptr], #96\n" "udot v28.4s, %[b2].16b, %[a1a].4b[0]\n" "udot v29.4s, %[b2].16b, %[a1a].4b[1]\n" "udot v30.4s, %[b2].16b, %[a1a].4b[2]\n" "udot v31.4s, %[b2].16b, %[a1a].4b[3]\n" // Clean up macro namespace ".purgem udot\n" : [a_ptr] "+r"(a_ptr), [b_ptr] "+r"(b_ptr), [a0] "+w"(a0), [a1] "+w"(a1), [a0a] "+w"(a0a), [a1a] "+w"(a1a), [b0] "+w"(b0), [b1] "+w"(b1), [b2] "+w"(b2), [k] "+r"(k) : [c_ptr0] "r"(c_ptr0), [c_ptr1] "r"(c_ptr1), [c_ptr2] "r"(c_ptr2), [c_ptr3] "r"(c_ptr3), [c_ptr4] "r"(c_ptr4), [c_ptr5] "r"(c_ptr5), [c_ptr6] "r"(c_ptr6), [c_ptr7] "r"(c_ptr7) : "x20", "x21"); stincpld(r00, r10, r20, r30, r40, r50, r60, r70, c_ptr0, c_ptr1, c_ptr2, c_ptr3, c_ptr4, c_ptr5, c_ptr6, c_ptr7); stinc(r01, r11, r21, r31, r41, r51, r61, r71, c_ptr0, c_ptr1, c_ptr2, c_ptr3, c_ptr4, c_ptr5, c_ptr6, c_ptr7); stinc(r02, r12, r22, r32, r42, r52, r62, r72, c_ptr0, c_ptr1, c_ptr2, c_ptr3, c_ptr4, c_ptr5, c_ptr6, c_ptr7); } } } } } } // namespace arm_compute #endif /* ARM_COMPUTE_AARCH64_V8_2 */