/* * Copyright (c) 2021 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 #include #if defined(__ARM_FEATURE_SVE) namespace arm_conv { namespace depthwise { void sve_fp32_packed_to_nhwc_5x5_s1_with_multiplier_output2x4_mla_depthfirst_impl( const float *const *const inptrs, float *const *const outptrs, const void *params, const unsigned int n_output_channels, const float activation_min, const float activation_max ) { const float minmax_vals[2] = { activation_min, activation_max }; __asm__ __volatile__( "ldp x11, x10, [%x[outptrs], #0x0]\n" "ptrue p2.b\n" "ldp x9, x28, [%x[outptrs], #0x10]\n" "mov x27, #0x0\n" "ldp x26, x25, [%x[outptrs], #0x20]\n" "mov x24, #0x0\n" "ldp x23, x22, [%x[outptrs], #0x30]\n" "whilelt p1.s, x27, %x[channel_multiplier]\n" "ldr x21, [%x[inptrs], #0x0]\n" "ldr x20, [%x[inptrs], #0x8]\n" "ldr x19, [%x[inptrs], #0x10]\n" "ld1rqw { z2.s }, p2/Z, [x21]\n" "ld1rqw { z3.s }, p2/Z, [x21, #16]\n" "ld1rqw { z4.s }, p2/Z, [x20]\n" "ld1rqw { z5.s }, p2/Z, [x20, #16]\n" "ld1rqw { z6.s }, p2/Z, [x19]\n" "ld1rqw { z7.s }, p2/Z, [x19, #16]\n" "ldr x21, [%x[inptrs], #0x18]\n" "ldr x20, [%x[inptrs], #0x20]\n" "ldr x19, [%x[inptrs], #0x28]\n" "ld1rqw { z8.s }, p2/Z, [x21]\n" "ld1rqw { z9.s }, p2/Z, [x21, #16]\n" "ld1rqw { z10.s }, p2/Z, [x20]\n" "ld1rqw { z11.s }, p2/Z, [x20, #16]\n" "ld1rqw { z12.s }, p2/Z, [x19]\n" "ld1rqw { z13.s }, p2/Z, [x19, #16]\n" "ld1rw { z25.s }, p2/Z, [%x[clamps]]\n" "ld1rw { z24.s }, p2/Z, [%x[clamps], #4]\n" "ld1w { z23.s }, p1/Z, [%x[params]]\n" "mov z22.d, z23.d\n" "ld1w { z31.s }, p1/Z, [%x[params], #1, MUL VL]\n" "mov z21.d, z23.d\n" "ld1w { z30.s }, p1/Z, [%x[params], #2, MUL VL]\n" "mov z20.d, z23.d\n" "ld1w { z29.s }, p1/Z, [%x[params], #3, MUL VL]\n" "mov z19.d, z23.d\n" "ld1w { z28.s }, p1/Z, [%x[params], #4, MUL VL]\n" "mov z18.d, z23.d\n" "ld1w { z27.s }, p1/Z, [%x[params], #5, MUL VL]\n" "addvl %x[params], %x[params], #6\n" "mov z17.d, z23.d\n" "mov z16.d, z23.d\n" "1:" // Output channel complete vector loop "mov z0.d, z8.d\n" "mov p0.b, p1.b\n" "mov z1.d, z9.d\n" "incw x27\n" "fmla z23.s, z31.s, z2.s[0]\n" "whilelt p1.s, x27, %x[channel_multiplier]\n" "fmla z22.s, z31.s, z2.s[1]\n" "fmla z21.s, z31.s, z2.s[2]\n" "fmla z20.s, z31.s, z2.s[3]\n" "fmla z19.s, z31.s, z4.s[0]\n" "fmla z18.s, z31.s, z4.s[1]\n" "fmla z17.s, z31.s, z4.s[2]\n" "fmla z16.s, z31.s, z4.s[3]\n" "ld1w { z31.s }, p2/Z, [%x[params]]\n" "fmla z23.s, z30.s, z2.s[1]\n" "fmla z22.s, z30.s, z2.s[2]\n" "fmla z21.s, z30.s, z2.s[3]\n" "fmla z20.s, z30.s, z3.s[0]\n" "fmla z19.s, z30.s, z4.s[1]\n" "fmla z18.s, z30.s, z4.s[2]\n" "fmla z17.s, z30.s, z4.s[3]\n" "fmla z16.s, z30.s, z5.s[0]\n" "ld1w { z30.s }, p2/Z, [%x[params], #1, MUL VL]\n" "fmla z23.s, z29.s, z2.s[2]\n" "fmla z22.s, z29.s, z2.s[3]\n" "fmla z21.s, z29.s, z3.s[0]\n" "fmla z20.s, z29.s, z3.s[1]\n" "fmla z19.s, z29.s, z4.s[2]\n" "fmla z18.s, z29.s, z4.s[3]\n" "fmla z17.s, z29.s, z5.s[0]\n" "fmla z16.s, z29.s, z5.s[1]\n" "ld1w { z29.s }, p2/Z, [%x[params], #2, MUL VL]\n" "fmla z23.s, z28.s, z2.s[3]\n" "fmla z22.s, z28.s, z3.s[0]\n" "fmla z21.s, z28.s, z3.s[1]\n" "fmla z20.s, z28.s, z3.s[2]\n" "fmla z19.s, z28.s, z4.s[3]\n" "fmla z18.s, z28.s, z5.s[0]\n" "fmla z17.s, z28.s, z5.s[1]\n" "fmla z16.s, z28.s, z5.s[2]\n" "ld1w { z28.s }, p2/Z, [%x[params], #3, MUL VL]\n" "fmla z23.s, z27.s, z3.s[0]\n" "fmla z22.s, z27.s, z3.s[1]\n" "fmla z21.s, z27.s, z3.s[2]\n" "fmla z20.s, z27.s, z3.s[3]\n" "fmla z19.s, z27.s, z5.s[0]\n" "fmla z18.s, z27.s, z5.s[1]\n" "fmla z17.s, z27.s, z5.s[2]\n" "fmla z16.s, z27.s, z5.s[3]\n" "ld1w { z27.s }, p2/Z, [%x[params], #4, MUL VL]\n" "fmla z23.s, z31.s, z4.s[0]\n" "fmla z22.s, z31.s, z4.s[1]\n" "fmla z21.s, z31.s, z4.s[2]\n" "fmla z20.s, z31.s, z4.s[3]\n" "fmla z19.s, z31.s, z6.s[0]\n" "fmla z18.s, z31.s, z6.s[1]\n" "fmla z17.s, z31.s, z6.s[2]\n" "fmla z16.s, z31.s, z6.s[3]\n" "ld1w { z31.s }, p2/Z, [%x[params], #5, MUL VL]\n" "fmla z23.s, z30.s, z4.s[1]\n" "fmla z22.s, z30.s, z4.s[2]\n" "fmla z21.s, z30.s, z4.s[3]\n" "fmla z20.s, z30.s, z5.s[0]\n" "fmla z19.s, z30.s, z6.s[1]\n" "fmla z18.s, z30.s, z6.s[2]\n" "fmla z17.s, z30.s, z6.s[3]\n" "fmla z16.s, z30.s, z7.s[0]\n" "ld1w { z30.s }, p2/Z, [%x[params], #6, MUL VL]\n" "fmla z23.s, z29.s, z4.s[2]\n" "fmla z22.s, z29.s, z4.s[3]\n" "fmla z21.s, z29.s, z5.s[0]\n" "fmla z20.s, z29.s, z5.s[1]\n" "fmla z19.s, z29.s, z6.s[2]\n" "fmla z18.s, z29.s, z6.s[3]\n" "fmla z17.s, z29.s, z7.s[0]\n" "fmla z16.s, z29.s, z7.s[1]\n" "ld1w { z29.s }, p2/Z, [%x[params], #7, MUL VL]\n" "addvl %x[params], %x[params], #16\n" "fmla z23.s, z28.s, z4.s[3]\n" "fmla z22.s, z28.s, z5.s[0]\n" "fmla z21.s, z28.s, z5.s[1]\n" "fmla z20.s, z28.s, z5.s[2]\n" "fmla z19.s, z28.s, z6.s[3]\n" "fmla z18.s, z28.s, z7.s[0]\n" "fmla z17.s, z28.s, z7.s[1]\n" "fmla z16.s, z28.s, z7.s[2]\n" "ld1w { z28.s }, p2/Z, [%x[params], #-8, MUL VL]\n" "fmla z23.s, z27.s, z5.s[0]\n" "fmla z22.s, z27.s, z5.s[1]\n" "fmla z21.s, z27.s, z5.s[2]\n" "fmla z20.s, z27.s, z5.s[3]\n" "fmla z19.s, z27.s, z7.s[0]\n" "fmla z18.s, z27.s, z7.s[1]\n" "fmla z17.s, z27.s, z7.s[2]\n" "fmla z16.s, z27.s, z7.s[3]\n" "ld1w { z27.s }, p2/Z, [%x[params], #-7, MUL VL]\n" "fmla z23.s, z31.s, z6.s[0]\n" "fmla z22.s, z31.s, z6.s[1]\n" "fmla z21.s, z31.s, z6.s[2]\n" "fmla z20.s, z31.s, z6.s[3]\n" "fmla z19.s, z31.s, z0.s[0]\n" "fmla z18.s, z31.s, z0.s[1]\n" "fmla z17.s, z31.s, z0.s[2]\n" "fmla z16.s, z31.s, z0.s[3]\n" "ld1w { z31.s }, p2/Z, [%x[params], #-6, MUL VL]\n" "fmla z23.s, z30.s, z6.s[1]\n" "fmla z22.s, z30.s, z6.s[2]\n" "fmla z21.s, z30.s, z6.s[3]\n" "fmla z20.s, z30.s, z7.s[0]\n" "fmla z19.s, z30.s, z0.s[1]\n" "fmla z18.s, z30.s, z0.s[2]\n" "fmla z17.s, z30.s, z0.s[3]\n" "fmla z16.s, z30.s, z1.s[0]\n" "ld1w { z30.s }, p2/Z, [%x[params], #-5, MUL VL]\n" "fmla z23.s, z29.s, z6.s[2]\n" "fmla z22.s, z29.s, z6.s[3]\n" "fmla z21.s, z29.s, z7.s[0]\n" "fmla z20.s, z29.s, z7.s[1]\n" "fmla z19.s, z29.s, z0.s[2]\n" "fmla z18.s, z29.s, z0.s[3]\n" "fmla z17.s, z29.s, z1.s[0]\n" "fmla z16.s, z29.s, z1.s[1]\n" "ld1w { z29.s }, p2/Z, [%x[params], #-4, MUL VL]\n" "fmla z23.s, z28.s, z6.s[3]\n" "fmla z22.s, z28.s, z7.s[0]\n" "fmla z21.s, z28.s, z7.s[1]\n" "fmla z20.s, z28.s, z7.s[2]\n" "fmla z19.s, z28.s, z0.s[3]\n" "fmla z18.s, z28.s, z1.s[0]\n" "fmla z17.s, z28.s, z1.s[1]\n" "fmla z16.s, z28.s, z1.s[2]\n" "ld1w { z28.s }, p2/Z, [%x[params], #-3, MUL VL]\n" "fmla z23.s, z27.s, z7.s[0]\n" "fmla z22.s, z27.s, z7.s[1]\n" "fmla z21.s, z27.s, z7.s[2]\n" "fmla z20.s, z27.s, z7.s[3]\n" "fmla z19.s, z27.s, z1.s[0]\n" "fmla z18.s, z27.s, z1.s[1]\n" "fmla z17.s, z27.s, z1.s[2]\n" "fmla z16.s, z27.s, z1.s[3]\n" "ld1w { z27.s }, p2/Z, [%x[params], #-2, MUL VL]\n" "fmla z23.s, z31.s, z0.s[0]\n" "fmla z22.s, z31.s, z0.s[1]\n" "fmla z21.s, z31.s, z0.s[2]\n" "fmla z20.s, z31.s, z0.s[3]\n" "mov z0.d, z10.d\n" "fmla z19.s, z31.s, z0.s[0]\n" "fmla z18.s, z31.s, z0.s[1]\n" "fmla z17.s, z31.s, z0.s[2]\n" "fmla z16.s, z31.s, z0.s[3]\n" "ld1w { z31.s }, p2/Z, [%x[params], #-1, MUL VL]\n" "mov z0.d, z8.d\n" "fmla z23.s, z30.s, z0.s[1]\n" "fmla z22.s, z30.s, z0.s[2]\n" "fmla z21.s, z30.s, z0.s[3]\n" "mov z0.d, z10.d\n" "fmla z20.s, z30.s, z1.s[0]\n" "mov z1.d, z11.d\n" "fmla z19.s, z30.s, z0.s[1]\n" "fmla z18.s, z30.s, z0.s[2]\n" "fmla z17.s, z30.s, z0.s[3]\n" "mov z0.d, z8.d\n" "fmla z16.s, z30.s, z1.s[0]\n" "ld1w { z30.s }, p2/Z, [%x[params]]\n" "mov z1.d, z9.d\n" "fmla z23.s, z29.s, z0.s[2]\n" "fmla z22.s, z29.s, z0.s[3]\n" "mov z0.d, z10.d\n" "fmla z21.s, z29.s, z1.s[0]\n" "fmla z20.s, z29.s, z1.s[1]\n" "mov z1.d, z11.d\n" "fmla z19.s, z29.s, z0.s[2]\n" "fmla z18.s, z29.s, z0.s[3]\n" "mov z0.d, z8.d\n" "fmla z17.s, z29.s, z1.s[0]\n" "fmla z16.s, z29.s, z1.s[1]\n" "ld1w { z29.s }, p2/Z, [%x[params], #1, MUL VL]\n" "mov z1.d, z9.d\n" "fmla z23.s, z28.s, z0.s[3]\n" "mov z0.d, z10.d\n" "fmla z22.s, z28.s, z1.s[0]\n" "fmla z21.s, z28.s, z1.s[1]\n" "fmla z20.s, z28.s, z1.s[2]\n" "mov z1.d, z11.d\n" "fmla z19.s, z28.s, z0.s[3]\n" "fmla z18.s, z28.s, z1.s[0]\n" "fmla z17.s, z28.s, z1.s[1]\n" "fmla z16.s, z28.s, z1.s[2]\n" "ld1w { z28.s }, p2/Z, [%x[params], #2, MUL VL]\n" "mov z1.d, z9.d\n" "fmla z23.s, z27.s, z1.s[0]\n" "fmla z22.s, z27.s, z1.s[1]\n" "fmla z21.s, z27.s, z1.s[2]\n" "fmla z20.s, z27.s, z1.s[3]\n" "mov z1.d, z11.d\n" "fmla z19.s, z27.s, z1.s[0]\n" "fmla z18.s, z27.s, z1.s[1]\n" "fmla z17.s, z27.s, z1.s[2]\n" "fmla z16.s, z27.s, z1.s[3]\n" "ld1w { z27.s }, p2/Z, [%x[params], #3, MUL VL]\n" "fmla z23.s, z31.s, z0.s[0]\n" "fmla z22.s, z31.s, z0.s[1]\n" "fmla z21.s, z31.s, z0.s[2]\n" "fmla z20.s, z31.s, z0.s[3]\n" "mov z0.d, z12.d\n" "fmla z19.s, z31.s, z0.s[0]\n" "fmla z18.s, z31.s, z0.s[1]\n" "fmla z17.s, z31.s, z0.s[2]\n" "fmla z16.s, z31.s, z0.s[3]\n" "ld1w { z31.s }, p1/Z, [%x[params], #5, MUL VL]\n" "mov z0.d, z10.d\n" "fmla z23.s, z30.s, z0.s[1]\n" "fmla z22.s, z30.s, z0.s[2]\n" "fmla z21.s, z30.s, z0.s[3]\n" "mov z0.d, z12.d\n" "fmla z20.s, z30.s, z1.s[0]\n" "mov z1.d, z13.d\n" "fmla z19.s, z30.s, z0.s[1]\n" "fmla z18.s, z30.s, z0.s[2]\n" "fmla z17.s, z30.s, z0.s[3]\n" "mov z0.d, z10.d\n" "fmla z16.s, z30.s, z1.s[0]\n" "ld1w { z30.s }, p1/Z, [%x[params], #6, MUL VL]\n" "mov z1.d, z11.d\n" "fmla z23.s, z29.s, z0.s[2]\n" "fmla z22.s, z29.s, z0.s[3]\n" "mov z0.d, z12.d\n" "fmla z21.s, z29.s, z1.s[0]\n" "fmla z20.s, z29.s, z1.s[1]\n" "mov z1.d, z13.d\n" "fmla z19.s, z29.s, z0.s[2]\n" "fmla z18.s, z29.s, z0.s[3]\n" "mov z0.d, z10.d\n" "fmla z17.s, z29.s, z1.s[0]\n" "fmla z16.s, z29.s, z1.s[1]\n" "ld1w { z29.s }, p1/Z, [%x[params], #7, MUL VL]\n" "mov z1.d, z11.d\n" "fmla z23.s, z28.s, z0.s[3]\n" "mov z0.d, z12.d\n" "fmla z22.s, z28.s, z1.s[0]\n" "fmla z21.s, z28.s, z1.s[1]\n" "fmla z20.s, z28.s, z1.s[2]\n" "mov z1.d, z13.d\n" "fmla z19.s, z28.s, z0.s[3]\n" "fmla z18.s, z28.s, z1.s[0]\n" "fmla z17.s, z28.s, z1.s[1]\n" "fmla z16.s, z28.s, z1.s[2]\n" "mov z1.d, z11.d\n" "fmla z23.s, z27.s, z1.s[0]\n" "fmla z22.s, z27.s, z1.s[1]\n" "fmla z21.s, z27.s, z1.s[2]\n" "fmla z20.s, z27.s, z1.s[3]\n" "mov z1.d, z13.d\n" "fmla z19.s, z27.s, z1.s[0]\n" "fmla z18.s, z27.s, z1.s[1]\n" "fmla z17.s, z27.s, z1.s[2]\n" "fmla z16.s, z27.s, z1.s[3]\n" "fmin z23.s, p2/M, z23.s, z24.s\n" "fmin z22.s, p2/M, z22.s, z24.s\n" "fmin z21.s, p2/M, z21.s, z24.s\n" "fmin z20.s, p2/M, z20.s, z24.s\n" "fmax z23.s, p2/M, z23.s, z25.s\n" "st1w { z23.s }, p0, [x11, x24, LSL #2]\n" "fmax z22.s, p2/M, z22.s, z25.s\n" "fmax z21.s, p2/M, z21.s, z25.s\n" "ld1w { z23.s }, p1/Z, [%x[params], #4, MUL VL]\n" "addvl %x[params], %x[params], #16\n" "fmax z20.s, p2/M, z20.s, z25.s\n" "ld1w { z28.s }, p1/Z, [%x[params], #-8, MUL VL]\n" "fmin z19.s, p2/M, z19.s, z24.s\n" "ld1w { z27.s }, p1/Z, [%x[params], #-7, MUL VL]\n" "addvl %x[params], %x[params], #-6\n" "fmin z18.s, p2/M, z18.s, z24.s\n" "st1w { z22.s }, p0, [x10, x24, LSL #2]\n" "mov z22.d, z23.d\n" "st1w { z21.s }, p0, [x9, x24, LSL #2]\n" "mov z21.d, z23.d\n" "st1w { z20.s }, p0, [x28, x24, LSL #2]\n" "mov z20.d, z23.d\n" "fmax z19.s, p2/M, z19.s, z25.s\n" "st1w { z19.s }, p0, [x26, x24, LSL #2]\n" "mov z19.d, z23.d\n" "fmax z18.s, p2/M, z18.s, z25.s\n" "st1w { z18.s }, p0, [x25, x24, LSL #2]\n" "mov z18.d, z23.d\n" "fmin z17.s, p2/M, z17.s, z24.s\n" "fmin z16.s, p2/M, z16.s, z24.s\n" "fmax z17.s, p2/M, z17.s, z25.s\n" "st1w { z17.s }, p0, [x23, x24, LSL #2]\n" "mov z17.d, z23.d\n" "fmax z16.s, p2/M, z16.s, z25.s\n" "st1w { z16.s }, p0, [x22, x24, LSL #2]\n" "mov z16.d, z23.d\n" "incw x24\n" "b.any 1b\n" : [params] "+&r" (params) : [channel_multiplier] "r" (n_output_channels), [clamps] "r" (minmax_vals), [inptrs] "r" (inptrs), [outptrs] "r" (outptrs) : "cc", "memory", "p0", "p1", "p2", "x9", "x10", "x11", "x19", "x20", "x21", "x22", "x23", "x24", "x25", "x26", "x27", "x28", "z0", "z1", "z2", "z3", "z4", "z5", "z6", "z7", "z8", "z9", "z10", "z11", "z12", "z13", "z16", "z17", "z18", "z19", "z20", "z21", "z22", "z23", "z24", "z25", "z27", "z28", "z29", "z30", "z31" ); } } // namespace depthwise } // namespace arm_conv #endif // defined(__ARM_FEATURE_SVE)