/* * Copyright (c) 2022-2023 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. */ #ifdef __aarch64__ #include #include "../../bfloat.hpp" namespace arm_gemm { void a64_ffinterleaved_bf16fp32_mmla_8x12( const bfloat16 *Apanel, const bfloat16 *Bpanel, size_t B_stride, float *Cpanel, int ablocks, size_t N, int K) { struct KernelArgs { size_t K = {}; const bfloat16 *Bpanel = {}; size_t N = {}; size_t B_stride = {}; const bfloat16 *cur_B_ptr = {}; } ka; ka.K = (K/4) - 1; ka.Bpanel = Bpanel; ka.N = N; ka.B_stride = B_stride; __asm__ __volatile__( "1:" // Height loop "ldr x20, [%x[args_ptr], %[offsetof_Bpanel]]\n" "ldr x25, [%x[args_ptr], %[offsetof_N]]\n" "str x20, [%x[args_ptr], %[offsetof_cur_B_ptr]]\n" "mov x24, %x[Apanel]\n" "2:" // Width loop "ldr x23, [%x[args_ptr], %[offsetof_cur_B_ptr]]\n" "ldr x20, [%x[args_ptr], %[offsetof_B_stride]]\n" "add x22, x23, x20, LSL #1\n" "add x21, x22, x20, LSL #1\n" "add x20, x21, x20, LSL #1\n" "str x20, [%x[args_ptr], %[offsetof_cur_B_ptr]]\n" "cmp x25, #0x8\n" "mov %x[Apanel], x24\n" "bgt 3f\n" "cmp x25, #0x4\n" "mov x21, x23\n" "bgt 3f\n" "mov x22, x23\n" "3:" // B setup done "ldr q4, [x23, #0x0]\n" "ldr q0, [%x[Apanel], #0x0]\n" "movi v8.16b, #0x0\n" "ldr q1, [%x[Apanel], #0x10]\n" "ldr q5, [x23, #0x10]\n" "movi v9.16b, #0x0\n" "ldr q2, [%x[Apanel], #0x20]\n" "ldr x20, [%x[args_ptr], %[offsetof_K]]\n" "cmp x20, #0x2\n" "movi v10.16b, #0x0\n" "movi v11.16b, #0x0\n" "add x23, x23, #0x20\n" "movi v12.16b, #0x0\n" "movi v13.16b, #0x0\n" "add %x[Apanel], %x[Apanel], #0x30\n" "movi v14.16b, #0x0\n" "movi v15.16b, #0x0\n" "movi v16.16b, #0x0\n" "movi v17.16b, #0x0\n" "movi v18.16b, #0x0\n" "movi v19.16b, #0x0\n" "movi v20.16b, #0x0\n" "movi v21.16b, #0x0\n" "movi v22.16b, #0x0\n" "movi v23.16b, #0x0\n" "movi v24.16b, #0x0\n" "movi v25.16b, #0x0\n" "movi v26.16b, #0x0\n" "movi v27.16b, #0x0\n" "movi v28.16b, #0x0\n" "movi v29.16b, #0x0\n" "movi v30.16b, #0x0\n" "movi v31.16b, #0x0\n" "blt 5f\n" "4:" // main loop head "ldr q6, [%x[Apanel], #0x0]\n" "ldr q7, [x22, #0x0]\n" ".inst 0x6e44ec08 // bfmmla v8.4s, v0.8h, v4.8h\n" "ldr q3, [x22, #0x10]\n" ".inst 0x6e45ec0b // bfmmla v11.4s, v0.8h, v5.8h\n" ".inst 0x6e44ec2e // bfmmla v14.4s, v1.8h, v4.8h\n" ".inst 0x6e45ec31 // bfmmla v17.4s, v1.8h, v5.8h\n" ".inst 0x6e44ec54 // bfmmla v20.4s, v2.8h, v4.8h\n" "sub x20, x20, #0x2\n" ".inst 0x6e45ec57 // bfmmla v23.4s, v2.8h, v5.8h\n" ".inst 0x6e44ecda // bfmmla v26.4s, v6.8h, v4.8h\n" "ldr q4, [x21, #0x0]\n" ".inst 0x6e45ecdd // bfmmla v29.4s, v6.8h, v5.8h\n" "ldr q5, [x21, #0x10]\n" ".inst 0x6e47ec09 // bfmmla v9.4s, v0.8h, v7.8h\n" ".inst 0x6e43ec0c // bfmmla v12.4s, v0.8h, v3.8h\n" ".inst 0x6e47ec2f // bfmmla v15.4s, v1.8h, v7.8h\n" "cmp x20, #0x2\n" ".inst 0x6e43ec32 // bfmmla v18.4s, v1.8h, v3.8h\n" ".inst 0x6e47ec55 // bfmmla v21.4s, v2.8h, v7.8h\n" ".inst 0x6e43ec58 // bfmmla v24.4s, v2.8h, v3.8h\n" ".inst 0x6e47ecdb // bfmmla v27.4s, v6.8h, v7.8h\n" "ldr q7, [x23, #0x0]\n" ".inst 0x6e43ecde // bfmmla v30.4s, v6.8h, v3.8h\n" "ldr q3, [x23, #0x10]\n" ".inst 0x6e44ec0a // bfmmla v10.4s, v0.8h, v4.8h\n" ".inst 0x6e45ec0d // bfmmla v13.4s, v0.8h, v5.8h\n" "ldr q0, [%x[Apanel], #0x10]\n" ".inst 0x6e44ec30 // bfmmla v16.4s, v1.8h, v4.8h\n" ".inst 0x6e45ec33 // bfmmla v19.4s, v1.8h, v5.8h\n" "ldr q1, [%x[Apanel], #0x20]\n" ".inst 0x6e44ec56 // bfmmla v22.4s, v2.8h, v4.8h\n" ".inst 0x6e45ec59 // bfmmla v25.4s, v2.8h, v5.8h\n" "ldr q2, [%x[Apanel], #0x30]\n" ".inst 0x6e44ecdc // bfmmla v28.4s, v6.8h, v4.8h\n" "ldr q4, [x22, #0x20]\n" ".inst 0x6e45ecdf // bfmmla v31.4s, v6.8h, v5.8h\n" "ldr q6, [%x[Apanel], #0x40]\n" "ldr q5, [x22, #0x30]\n" ".inst 0x6e47ec08 // bfmmla v8.4s, v0.8h, v7.8h\n" ".inst 0x6e43ec0b // bfmmla v11.4s, v0.8h, v3.8h\n" ".inst 0x6e47ec2e // bfmmla v14.4s, v1.8h, v7.8h\n" ".inst 0x6e43ec31 // bfmmla v17.4s, v1.8h, v3.8h\n" "add x22, x22, #0x40\n" ".inst 0x6e47ec54 // bfmmla v20.4s, v2.8h, v7.8h\n" ".inst 0x6e43ec57 // bfmmla v23.4s, v2.8h, v3.8h\n" ".inst 0x6e47ecda // bfmmla v26.4s, v6.8h, v7.8h\n" "ldr q7, [x21, #0x20]\n" ".inst 0x6e43ecdd // bfmmla v29.4s, v6.8h, v3.8h\n" "ldr q3, [x21, #0x30]\n" ".inst 0x6e44ec09 // bfmmla v9.4s, v0.8h, v4.8h\n" ".inst 0x6e45ec0c // bfmmla v12.4s, v0.8h, v5.8h\n" ".inst 0x6e44ec2f // bfmmla v15.4s, v1.8h, v4.8h\n" ".inst 0x6e45ec32 // bfmmla v18.4s, v1.8h, v5.8h\n" "add x21, x21, #0x40\n" ".inst 0x6e44ec55 // bfmmla v21.4s, v2.8h, v4.8h\n" ".inst 0x6e45ec58 // bfmmla v24.4s, v2.8h, v5.8h\n" ".inst 0x6e44ecdb // bfmmla v27.4s, v6.8h, v4.8h\n" "ldr q4, [x23, #0x20]\n" ".inst 0x6e45ecde // bfmmla v30.4s, v6.8h, v5.8h\n" "ldr q5, [x23, #0x30]\n" ".inst 0x6e47ec0a // bfmmla v10.4s, v0.8h, v7.8h\n" ".inst 0x6e43ec0d // bfmmla v13.4s, v0.8h, v3.8h\n" "ldr q0, [%x[Apanel], #0x50]\n" ".inst 0x6e47ec30 // bfmmla v16.4s, v1.8h, v7.8h\n" ".inst 0x6e43ec33 // bfmmla v19.4s, v1.8h, v3.8h\n" "ldr q1, [%x[Apanel], #0x60]\n" ".inst 0x6e47ec56 // bfmmla v22.4s, v2.8h, v7.8h\n" ".inst 0x6e43ec59 // bfmmla v25.4s, v2.8h, v3.8h\n" "ldr q2, [%x[Apanel], #0x70]\n" ".inst 0x6e47ecdc // bfmmla v28.4s, v6.8h, v7.8h\n" ".inst 0x6e43ecdf // bfmmla v31.4s, v6.8h, v3.8h\n" "add %x[Apanel], %x[Apanel], #0x80\n" "add x23, x23, #0x40\n" "bge 4b\n" "5:" // main loop skip "ldr q3, [%x[Apanel], #0x0]\n" "ldr q6, [x22, #0x0]\n" ".inst 0x6e44ec08 // bfmmla v8.4s, v0.8h, v4.8h\n" "ldr q7, [x22, #0x10]\n" ".inst 0x6e45ec0b // bfmmla v11.4s, v0.8h, v5.8h\n" ".inst 0x6e44ec2e // bfmmla v14.4s, v1.8h, v4.8h\n" ".inst 0x6e45ec31 // bfmmla v17.4s, v1.8h, v5.8h\n" ".inst 0x6e44ec54 // bfmmla v20.4s, v2.8h, v4.8h\n" "add %x[Apanel], %x[Apanel], #0x10\n" ".inst 0x6e45ec57 // bfmmla v23.4s, v2.8h, v5.8h\n" ".inst 0x6e44ec7a // bfmmla v26.4s, v3.8h, v4.8h\n" "ldr q4, [x21, #0x0]\n" ".inst 0x6e45ec7d // bfmmla v29.4s, v3.8h, v5.8h\n" "ldr q5, [x21, #0x10]\n" ".inst 0x6e46ec09 // bfmmla v9.4s, v0.8h, v6.8h\n" ".inst 0x6e47ec0c // bfmmla v12.4s, v0.8h, v7.8h\n" ".inst 0x6e46ec2f // bfmmla v15.4s, v1.8h, v6.8h\n" "add x22, x22, #0x20\n" ".inst 0x6e47ec32 // bfmmla v18.4s, v1.8h, v7.8h\n" ".inst 0x6e46ec55 // bfmmla v21.4s, v2.8h, v6.8h\n" "add x21, x21, #0x20\n" ".inst 0x6e47ec58 // bfmmla v24.4s, v2.8h, v7.8h\n" ".inst 0x6e46ec7b // bfmmla v27.4s, v3.8h, v6.8h\n" ".inst 0x6e47ec7e // bfmmla v30.4s, v3.8h, v7.8h\n" ".inst 0x6e44ec0a // bfmmla v10.4s, v0.8h, v4.8h\n" ".inst 0x6e45ec0d // bfmmla v13.4s, v0.8h, v5.8h\n" ".inst 0x6e44ec30 // bfmmla v16.4s, v1.8h, v4.8h\n" ".inst 0x6e45ec33 // bfmmla v19.4s, v1.8h, v5.8h\n" ".inst 0x6e44ec56 // bfmmla v22.4s, v2.8h, v4.8h\n" ".inst 0x6e45ec59 // bfmmla v25.4s, v2.8h, v5.8h\n" ".inst 0x6e44ec7c // bfmmla v28.4s, v3.8h, v4.8h\n" ".inst 0x6e45ec7f // bfmmla v31.4s, v3.8h, v5.8h\n" "cbz x20, 6f\n" "ldr q1, [x23, #0x0]\n" "ldr q7, [%x[Apanel], #0x0]\n" ".inst 0x6e41ece8 // bfmmla v8.4s, v7.8h, v1.8h\n" "ldr q6, [%x[Apanel], #0x10]\n" "ldr q0, [x23, #0x10]\n" ".inst 0x6e40eceb // bfmmla v11.4s, v7.8h, v0.8h\n" "ldr q5, [%x[Apanel], #0x20]\n" "ldr q4, [%x[Apanel], #0x30]\n" ".inst 0x6e41ecce // bfmmla v14.4s, v6.8h, v1.8h\n" "ldr q3, [x22, #0x0]\n" "ldr q2, [x22, #0x10]\n" ".inst 0x6e40ecd1 // bfmmla v17.4s, v6.8h, v0.8h\n" ".inst 0x6e41ecb4 // bfmmla v20.4s, v5.8h, v1.8h\n" ".inst 0x6e40ecb7 // bfmmla v23.4s, v5.8h, v0.8h\n" "add %x[Apanel], %x[Apanel], #0x40\n" ".inst 0x6e41ec9a // bfmmla v26.4s, v4.8h, v1.8h\n" "ldr q1, [x21, #0x0]\n" ".inst 0x6e40ec9d // bfmmla v29.4s, v4.8h, v0.8h\n" "ldr q0, [x21, #0x10]\n" ".inst 0x6e43ece9 // bfmmla v9.4s, v7.8h, v3.8h\n" ".inst 0x6e42ecec // bfmmla v12.4s, v7.8h, v2.8h\n" ".inst 0x6e43eccf // bfmmla v15.4s, v6.8h, v3.8h\n" ".inst 0x6e42ecd2 // bfmmla v18.4s, v6.8h, v2.8h\n" ".inst 0x6e43ecb5 // bfmmla v21.4s, v5.8h, v3.8h\n" ".inst 0x6e42ecb8 // bfmmla v24.4s, v5.8h, v2.8h\n" ".inst 0x6e43ec9b // bfmmla v27.4s, v4.8h, v3.8h\n" ".inst 0x6e42ec9e // bfmmla v30.4s, v4.8h, v2.8h\n" ".inst 0x6e41ecea // bfmmla v10.4s, v7.8h, v1.8h\n" ".inst 0x6e40eced // bfmmla v13.4s, v7.8h, v0.8h\n" ".inst 0x6e41ecd0 // bfmmla v16.4s, v6.8h, v1.8h\n" ".inst 0x6e40ecd3 // bfmmla v19.4s, v6.8h, v0.8h\n" ".inst 0x6e41ecb6 // bfmmla v22.4s, v5.8h, v1.8h\n" ".inst 0x6e40ecb9 // bfmmla v25.4s, v5.8h, v0.8h\n" ".inst 0x6e41ec9c // bfmmla v28.4s, v4.8h, v1.8h\n" ".inst 0x6e40ec9f // bfmmla v31.4s, v4.8h, v0.8h\n" "6:" // multiply loop done "subs x25, x25, #0xc\n" "uzp1 v0.2d, v8.2d, v11.2d\n" "uzp2 v8.2d, v8.2d, v11.2d\n" "uzp1 v1.2d, v9.2d, v12.2d\n" "uzp2 v9.2d, v9.2d, v12.2d\n" "str q0, [%x[Cpanel], #0x0]\n" "uzp1 v0.2d, v10.2d, v13.2d\n" "uzp2 v10.2d, v10.2d, v13.2d\n" "str q1, [%x[Cpanel], #0x10]\n" "str q0, [%x[Cpanel], #0x20]\n" "uzp1 v0.2d, v14.2d, v17.2d\n" "uzp2 v14.2d, v14.2d, v17.2d\n" "str q8, [%x[Cpanel], #0x30]\n" "uzp1 v2.2d, v15.2d, v18.2d\n" "uzp2 v15.2d, v15.2d, v18.2d\n" "str q9, [%x[Cpanel], #0x40]\n" "uzp1 v17.2d, v16.2d, v19.2d\n" "uzp2 v16.2d, v16.2d, v19.2d\n" "str q10, [%x[Cpanel], #0x50]\n" "uzp1 v1.2d, v20.2d, v23.2d\n" "uzp2 v20.2d, v20.2d, v23.2d\n" "str q0, [%x[Cpanel], #0x60]\n" "uzp1 v0.2d, v21.2d, v24.2d\n" "uzp2 v21.2d, v21.2d, v24.2d\n" "str q2, [%x[Cpanel], #0x70]\n" "uzp1 v23.2d, v22.2d, v25.2d\n" "uzp2 v22.2d, v22.2d, v25.2d\n" "str q17, [%x[Cpanel], #0x80]\n" "uzp1 v19.2d, v26.2d, v29.2d\n" "uzp2 v26.2d, v26.2d, v29.2d\n" "str q14, [%x[Cpanel], #0x90]\n" "uzp1 v18.2d, v27.2d, v30.2d\n" "uzp2 v27.2d, v27.2d, v30.2d\n" "str q15, [%x[Cpanel], #0xa0]\n" "uzp1 v17.2d, v28.2d, v31.2d\n" "uzp2 v28.2d, v28.2d, v31.2d\n" "str q16, [%x[Cpanel], #0xb0]\n" "str q1, [%x[Cpanel], #0xc0]\n" "str q0, [%x[Cpanel], #0xd0]\n" "str q23, [%x[Cpanel], #0xe0]\n" "str q20, [%x[Cpanel], #0xf0]\n" "str q21, [%x[Cpanel], #0x100]\n" "str q22, [%x[Cpanel], #0x110]\n" "str q19, [%x[Cpanel], #0x120]\n" "str q18, [%x[Cpanel], #0x130]\n" "str q17, [%x[Cpanel], #0x140]\n" "str q26, [%x[Cpanel], #0x150]\n" "str q27, [%x[Cpanel], #0x160]\n" "str q28, [%x[Cpanel], #0x170]\n" "add %x[Cpanel], %x[Cpanel], #0x180\n" "bgt 2b\n" "subs %x[ablocks], %x[ablocks], #0x1\n" "bne 1b\n" : [Apanel] "+&r" (Apanel), [Cpanel] "+&r" (Cpanel), [ablocks] "+&r" (ablocks) : [args_ptr] "r" (&ka), [offsetof_B_stride] "I" (offsetof(KernelArgs, B_stride)), [offsetof_Bpanel] "I" (offsetof(KernelArgs, Bpanel)), [offsetof_K] "I" (offsetof(KernelArgs, K)), [offsetof_N] "I" (offsetof(KernelArgs, N)), [offsetof_cur_B_ptr] "I" (offsetof(KernelArgs, cur_B_ptr)) : "cc", "memory", "v0", "v1", "v2", "v3", "v4", "v5", "v6", "v7", "v8", "v9", "v10", "v11", "v12", "v13", "v14", "v15", "v16", "v17", "v18", "v19", "v20", "v21", "v22", "v23", "v24", "v25", "v26", "v27", "v28", "v29", "v30", "v31", "x20", "x21", "x22", "x23", "x24", "x25" ); } } // namespace arm_gemm #endif // __aarch64__