/* * Copyright (c) 2017-2018 ARM Limited. * * SPDX-License-Identifier: MIT * * Permission is hereby granted, free of charge, to any person obtaining a copy * of this software and associated documentation files (the "Software"), to * deal in the Software without restriction, including without limitation the * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or * sell copies of the Software, and to permit persons to whom the Software is * furnished to do so, subject to the following conditions: * * The above copyright notice and this permission notice shall be included in all * copies or substantial portions of the Software. * * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE * SOFTWARE. */ #if defined(__aarch64__) && defined(__ARM_FEATURE_FP16_SCALAR_ARITHMETIC) #include #include "../../asmlib.hpp" // Kernel implementation. // // Assume that "Apanel" points to a chunk of A blocks (each size 8xK) in read-order. // Assume that "Bpanel" points to a chunk of B blocks (each size 12xK) in read-order. // Assume that "Cpanel" points to a chunk of C output blocks (each size // 12x8), the chunks being arranged in a row major fashion. // // Note that the intent of this is that either ablocks or bblocks will be 1 // - this construction allows the output loop to proceed in either order. namespace arm_gemm { void a64_hgemm_asimd_24x8_a55r1(const __fp16 *Apanel, const __fp16 *Bpanel, __fp16 *Cpanel, int ablocks, int bblocks, int K) { const __fp16 *a_ptr = Apanel; __fp16 *c_ptr = Cpanel; // Fix up for odd lengths - set a flag if K is odd, but make // sure we round up the iteration count. int oddk = (K & 1); int k_iters = ((K + 1) / 2) - 1; for(int yb = 0; yb < ablocks; yb++) { const __fp16 *a_ptr0 = a_ptr; const __fp16 *b_ptr = Bpanel; for(int xb = 0; xb < bblocks; xb++) { int k = k_iters; a_ptr = a_ptr0; // As A55 requires 64-bit loads anyway, just use 64 bits of the // "A" operands to save on "ins" instructions. Since A55 is // in-order, two sets of "A" operands and one set of "B" is // sufficient. register float16x8_t a0 asm("v0"); register float16x8_t a1 asm("v1"); register float16x8_t a0a asm("v2"); register float16x8_t a1a asm("v3"); register float16x8_t b0 asm("v4"); register float16x8_t b1 asm("v5"); register float16x8_t b2 asm("v6"); __asm __volatile( // Enable FP16 extensions ".arch armv8.2-a+fp16\n" // Initialize result registers, load initial operands, prime prefetches. "movi v8.8h, #0x0\n" "ldr %d[a0], [%[a_ptr]]\n" "movi v9.8h, #0x0\n" "ldr %q[b0], [%[b_ptr]]\n" "movi v10.8h, #0x0\n" "ldr %d[a1], [%[a_ptr], #8]\n" "movi v11.8h, #0x0\n" "ldr %q[b1], [%[b_ptr], #16]\n" "movi v12.8h, #0x0\n" "movi v13.8h, #0x0\n" ASM_PREFETCH("[%[b_ptr], #64]") "movi v14.8h, #0x0\n" "movi v15.8h, #0x0\n" ASM_PREFETCH("[%[b_ptr], #128]") "movi v16.8h, #0x0\n" "movi v17.8h, #0x0\n" ASM_PREFETCH("[%[a_ptr], #64]") "movi v18.8h, #0x0\n" "movi v19.8h, #0x0\n" ASM_PREFETCH("[%[b_ptr], #192]") "movi v20.8h, #0x0\n" "movi v21.8h, #0x0\n" ASM_PREFETCH("[%[b_ptr], #256]") "movi v22.8h, #0x0\n" "movi v23.8h, #0x0\n" ASM_PREFETCH("[%[b_ptr], #320]") "movi v24.8h, #0x0\n" "movi v25.8h, #0x0\n" "movi v26.8h, #0x0\n" "movi v27.8h, #0x0\n" "movi v28.8h, #0x0\n" "movi v29.8h, #0x0\n" "movi v30.8h, #0x0\n" "movi v31.8h, #0x0\n" // The loop is offset by these two instructions which must // always be executed. "fmla v8.8h , %[b0].8h, %[a0].h[0]\n" "ldr %d[b2], [%[b_ptr], #32]\n" // Skip loop if we are doing zero iterations of it. "cbz %w[k], 4f\n" "1:\n" "fmla v9.8h , %[b0].8h, %[a0].h[1]\n" "ldr x20, [%[b_ptr], #40]\n" "fmla v10.8h, %[b0].8h, %[a0].h[2]\n" "subs %w[k], %w[k], #1\n" "fmla v11.8h, %[b0].8h, %[a0].h[3]\n" "ldr %d[a0a], [%[a_ptr], #16]\n" "fmla v12.8h, %[b0].8h, %[a1].h[0]\n" "ins %[b2].d[1], x20\n" "fmla v13.8h, %[b0].8h, %[a1].h[1]\n" "fmla v14.8h, %[b0].8h, %[a1].h[2]\n" "fmla v15.8h, %[b0].8h, %[a1].h[3]\n" "ldr %d[a1a], [%[a_ptr], #24]\n" "fmla v16.8h, %[b1].8h, %[a0].h[0]\n" "fmla v17.8h, %[b1].8h, %[a0].h[1]\n" "fmla v18.8h, %[b1].8h, %[a0].h[2]\n" "fmla v19.8h, %[b1].8h, %[a0].h[3]\n" "ldr %d[b0], [%[b_ptr], #48]\n" "fmla v20.8h, %[b1].8h, %[a1].h[0]\n" "fmla v21.8h, %[b1].8h, %[a1].h[1]\n" "ldr x20, [%[b_ptr], #56]\n" "fmla v22.8h, %[b1].8h, %[a1].h[2]\n" "fmla v23.8h, %[b1].8h, %[a1].h[3]\n" "ldr %d[b1], [%[b_ptr], #64]\n" "fmla v24.8h, %[b2].8h, %[a0].h[0]\n" "ins %[b0].d[1], x20\n" "fmla v25.8h, %[b2].8h, %[a0].h[1]\n" "ldr x20, [%[b_ptr], #72]\n" "fmla v26.8h, %[b2].8h, %[a0].h[2]\n" "fmla v27.8h, %[b2].8h, %[a0].h[3]\n" ASM_PREFETCH("[%[a_ptr], #128]") "fmla v28.8h, %[b2].8h, %[a1].h[0]\n" "fmla v29.8h, %[b2].8h, %[a1].h[1]\n" ASM_PREFETCH("[%[b_ptr], #384]") "fmla v30.8h, %[b2].8h, %[a1].h[2]\n" "fmla v31.8h, %[b2].8h, %[a1].h[3]\n" "ldr %d[b2], [%[b_ptr], #80]\n" // Unroll 1 "fmla v8.8h , %[b0].8h, %[a0a].h[0]\n" "ins %[b1].d[1], x20\n" "fmla v9.8h , %[b0].8h, %[a0a].h[1]\n" "ldr x20, [%[b_ptr], #88]\n" "fmla v10.8h, %[b0].8h, %[a0a].h[2]\n" "fmla v11.8h, %[b0].8h, %[a0a].h[3]\n" "ldr %d[a0], [%[a_ptr], #32]\n" "fmla v12.8h, %[b0].8h, %[a1a].h[0]\n" "ins %[b2].d[1], x20\n" "fmla v13.8h, %[b0].8h, %[a1a].h[1]\n" "fmla v14.8h, %[b0].8h, %[a1a].h[2]\n" "fmla v15.8h, %[b0].8h, %[a1a].h[3]\n" "ldr %d[a1], [%[a_ptr], #40]\n" "fmla v16.8h, %[b1].8h, %[a0a].h[0]\n" "add %[a_ptr], %[a_ptr], #32\n" "fmla v17.8h, %[b1].8h, %[a0a].h[1]\n" "fmla v18.8h, %[b1].8h, %[a0a].h[2]\n" "fmla v19.8h, %[b1].8h, %[a0a].h[3]\n" "ldr %d[b0], [%[b_ptr], #96]\n" "fmla v20.8h, %[b1].8h, %[a1a].h[0]\n" "fmla v21.8h, %[b1].8h, %[a1a].h[1]\n" "ldr x20, [%[b_ptr], #104]\n" "fmla v22.8h, %[b1].8h, %[a1a].h[2]\n" "fmla v23.8h, %[b1].8h, %[a1a].h[3]\n" "ldr %d[b1], [%[b_ptr], #112]\n" "fmla v24.8h, %[b2].8h, %[a0a].h[0]\n" "ins %[b0].d[1], x20\n" "fmla v25.8h, %[b2].8h, %[a0a].h[1]\n" "ldr x20, [%[b_ptr], #120]\n" "fmla v26.8h, %[b2].8h, %[a0a].h[2]\n" "fmla v27.8h, %[b2].8h, %[a0a].h[3]\n" "fmla v28.8h, %[b2].8h, %[a1a].h[0]\n" ASM_PREFETCH("[%[b_ptr], #448]") "fmla v29.8h, %[b2].8h, %[a1a].h[1]\n" "add %[b_ptr], %[b_ptr], #96\n" "fmla v30.8h, %[b2].8h, %[a1a].h[2]\n" "ins %[b1].d[1], x20\n" "fmla v31.8h, %[b2].8h, %[a1a].h[3]\n" "ldr %d[b2], [%[b_ptr], #32]\n" "fmla v8.8h , %[b0].8h, %[a0].h[0]\n" "bne 1b\n" "4:\n" // Start final iteration - branch off to "odd" code before we load a0a "fmla v9.8h , %[b0].8h, %[a0].h[1]\n" "ldr x20, [%[b_ptr], #40]\n" "fmla v10.8h, %[b0].8h, %[a0].h[2]\n" "cbnz %w[oddk], 2f\n" // Even K continuation "fmla v11.8h, %[b0].8h, %[a0].h[3]\n" "ldr %d[a0a], [%[a_ptr], #16]\n" "fmla v12.8h, %[b0].8h, %[a1].h[0]\n" "ins %[b2].d[1], x20\n" "fmla v13.8h, %[b0].8h, %[a1].h[1]\n" ASM_PREFETCHW("[%[c_ptr]]") "fmla v14.8h, %[b0].8h, %[a1].h[2]\n" "fmla v15.8h, %[b0].8h, %[a1].h[3]\n" "ldr %d[a1a], [%[a_ptr], #24]\n" "fmla v16.8h, %[b1].8h, %[a0].h[0]\n" "fmla v17.8h, %[b1].8h, %[a0].h[1]\n" ASM_PREFETCHW("[%[c_ptr], #64]") "fmla v18.8h, %[b1].8h, %[a0].h[2]\n" "fmla v19.8h, %[b1].8h, %[a0].h[3]\n" "ldr %d[b0], [%[b_ptr], #48]\n" "fmla v20.8h, %[b1].8h, %[a1].h[0]\n" "fmla v21.8h, %[b1].8h, %[a1].h[1]\n" "ldr x20, [%[b_ptr], #56]\n" "fmla v22.8h, %[b1].8h, %[a1].h[2]\n" "fmla v23.8h, %[b1].8h, %[a1].h[3]\n" "ldr %d[b1], [%[b_ptr], #64]\n" "fmla v24.8h, %[b2].8h, %[a0].h[0]\n" "ins %[b0].d[1], x20\n" "fmla v25.8h, %[b2].8h, %[a0].h[1]\n" "ldr x20, [%[b_ptr], #72]\n" "fmla v26.8h, %[b2].8h, %[a0].h[2]\n" "fmla v27.8h, %[b2].8h, %[a0].h[3]\n" ASM_PREFETCHW("[%[c_ptr], #128]") "fmla v28.8h, %[b2].8h, %[a1].h[0]\n" "fmla v29.8h, %[b2].8h, %[a1].h[1]\n" ASM_PREFETCHW("[%[c_ptr], #192]") "fmla v30.8h, %[b2].8h, %[a1].h[2]\n" "fmla v31.8h, %[b2].8h, %[a1].h[3]\n" "ldr %d[b2], [%[b_ptr], #80]\n" "fmla v8.8h , %[b0].8h, %[a0a].h[0]\n" "ins %[b1].d[1], x20\n" "fmla v9.8h , %[b0].8h, %[a0a].h[1]\n" "ldr x20, [%[b_ptr], #88]\n" "fmla v10.8h, %[b0].8h, %[a0a].h[2]\n" "fmla v11.8h, %[b0].8h, %[a0a].h[3]\n" ASM_PREFETCHW("[%[c_ptr], #256]") "fmla v12.8h, %[b0].8h, %[a1a].h[0]\n" "ins %[b2].d[1], x20\n" "fmla v13.8h, %[b0].8h, %[a1a].h[1]\n" ASM_PREFETCHW("[%[c_ptr], #320]") "fmla v14.8h, %[b0].8h, %[a1a].h[2]\n" "fmla v15.8h, %[b0].8h, %[a1a].h[3]\n" "ldr %d[a1], [%[a_ptr], #40]\n" "fmla v16.8h, %[b1].8h, %[a0a].h[0]\n" "add %[a_ptr], %[a_ptr], #32\n" "fmla v17.8h, %[b1].8h, %[a0a].h[1]\n" ASM_PREFETCHWL2("[%[c_ptr], #384]") "fmla v18.8h, %[b1].8h, %[a0a].h[2]\n" "fmla v19.8h, %[b1].8h, %[a0a].h[3]\n" ASM_PREFETCHWL2("[%[c_ptr], #448]") "fmla v20.8h, %[b1].8h, %[a1a].h[0]\n" "fmla v21.8h, %[b1].8h, %[a1a].h[1]\n" ASM_PREFETCHWL2("[%[c_ptr], #512]") "fmla v22.8h, %[b1].8h, %[a1a].h[2]\n" "fmla v23.8h, %[b1].8h, %[a1a].h[3]\n" ASM_PREFETCHWL2("[%[c_ptr], #576]") "fmla v24.8h, %[b2].8h, %[a0a].h[0]\n" "fmla v25.8h, %[b2].8h, %[a0a].h[1]\n" ASM_PREFETCHWL2("[%[c_ptr], #640]") "fmla v26.8h, %[b2].8h, %[a0a].h[2]\n" "fmla v27.8h, %[b2].8h, %[a0a].h[3]\n" ASM_PREFETCHWL2("[%[c_ptr], #704]") "fmla v28.8h, %[b2].8h, %[a1a].h[0]\n" "fmla v29.8h, %[b2].8h, %[a1a].h[1]\n" "add %[b_ptr], %[b_ptr], #96\n" "fmla v30.8h, %[b2].8h, %[a1a].h[2]\n" "fmla v31.8h, %[b2].8h, %[a1a].h[3]\n" "b 3f\n" "2:\n" // Odd tail "fmla v11.8h, %[b0].8h, %[a0].h[3]\n" ASM_PREFETCHW("[%[c_ptr]]") "fmla v12.8h, %[b0].8h, %[a1].h[0]\n" "ins %[b2].d[1], x20\n" "fmla v13.8h, %[b0].8h, %[a1].h[1]\n" ASM_PREFETCHW("[%[c_ptr], #64]") "fmla v14.8h, %[b0].8h, %[a1].h[2]\n" "add %[a_ptr], %[a_ptr], #16\n" "fmla v15.8h, %[b0].8h, %[a1].h[3]\n" ASM_PREFETCHW("[%[c_ptr], #128]") "fmla v16.8h, %[b1].8h, %[a0].h[0]\n" "add %[b_ptr], %[b_ptr], #48\n" "fmla v17.8h, %[b1].8h, %[a0].h[1]\n" ASM_PREFETCHW("[%[c_ptr], #192]") "fmla v18.8h, %[b1].8h, %[a0].h[2]\n" "fmla v19.8h, %[b1].8h, %[a0].h[3]\n" ASM_PREFETCHW("[%[c_ptr], #256]") "fmla v20.8h, %[b1].8h, %[a1].h[0]\n" "fmla v21.8h, %[b1].8h, %[a1].h[1]\n" ASM_PREFETCHW("[%[c_ptr], #320]") "fmla v22.8h, %[b1].8h, %[a1].h[2]\n" "fmla v23.8h, %[b1].8h, %[a1].h[3]\n" ASM_PREFETCHWL2("[%[c_ptr], #384]") "fmla v24.8h, %[b2].8h, %[a0].h[0]\n" "fmla v25.8h, %[b2].8h, %[a0].h[1]\n" ASM_PREFETCHWL2("[%[c_ptr], #384]") "fmla v26.8h, %[b2].8h, %[a0].h[2]\n" "fmla v27.8h, %[b2].8h, %[a0].h[3]\n" ASM_PREFETCHWL2("[%[c_ptr], #448]") "fmla v28.8h, %[b2].8h, %[a1].h[0]\n" ASM_PREFETCHWL2("[%[c_ptr], #512]") "fmla v29.8h, %[b2].8h, %[a1].h[1]\n" ASM_PREFETCHWL2("[%[c_ptr], #576]") "fmla v30.8h, %[b2].8h, %[a1].h[2]\n" ASM_PREFETCHWL2("[%[c_ptr], #640]") "fmla v31.8h, %[b2].8h, %[a1].h[3]\n" ASM_PREFETCHWL2("[%[c_ptr], #704]") // Common tail // A55 won't dual issue these stores with anything else, so // simplest to do them all in this common code. "3:\n" "str q8, [%[c_ptr]]\n" "str q16, [%[c_ptr], #16]\n" "str q24, [%[c_ptr], #32]\n" "str q9, [%[c_ptr], #48]\n" "str q17, [%[c_ptr], #64]\n" "str q25, [%[c_ptr], #80]\n" "str q10, [%[c_ptr], #96]\n" "str q18, [%[c_ptr], #112]\n" "str q26, [%[c_ptr], #128]\n" "str q11, [%[c_ptr], #144]\n" "str q19, [%[c_ptr], #160]\n" "str q27, [%[c_ptr], #176]\n" "str q12, [%[c_ptr], #192]\n" "str q20, [%[c_ptr], #208]\n" "str q28, [%[c_ptr], #224]\n" "str q13, [%[c_ptr], #240]\n" "str q21, [%[c_ptr], #256]\n" "str q29, [%[c_ptr], #272]\n" "str q14, [%[c_ptr], #288]\n" "str q22, [%[c_ptr], #304]\n" "str q30, [%[c_ptr], #320]\n" "str q15, [%[c_ptr], #336]\n" "str q23, [%[c_ptr], #352]\n" "str q31, [%[c_ptr], #368]\n" "5:\n" "add %[c_ptr], %[c_ptr], #384\n" : [a_ptr] "+r"(a_ptr), [b_ptr] "+r"(b_ptr), [c_ptr] "+r"(c_ptr), [a0] "=w"(a0), [a0a] "=w"(a0a), [a1] "=w"(a1), [a1a] "=w"(a1a), [b0] "=w"(b0), [b1] "=w"(b1), [b2] "=w"(b2), [k] "+r"(k) : [oddk] "r"(oddk) : "x20", "x21", "v8", "v9", "v10", "v11", "v12", "v13", "v14", "v15", "v16", "v17", "v18", "v19", "v20", "v21", "v22", "v23", "v24", "v25", "v26", "v27", "v28", "v29", "v30", "v31", "cc", "memory"); } } } } // namespace arm_gemm #endif // __aarch64__ && __ARM_FEATURE_FP16_SCALAR_ARITHMETIC