diff options
author | Viet-Hoa Do <viet-hoa.do@arm.com> | 2022-06-01 11:47:14 +0100 |
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committer | Viet-Hoa Do <viet-hoa.do@arm.com> | 2022-11-28 16:57:42 +0000 |
commit | 03b2971ac69a86f10a1566938d1a25afee15746c (patch) | |
tree | aec7cfc047e1da278b4b71a706cda7b1b0faa158 /src/core/NEON/kernels/arm_gemm/indirect-interleaves/sme_interleave2VL_block2_fp16_fp16.hpp | |
parent | 7dc0234331f2150a6b4ac5c2b49de419870f7cf5 (diff) | |
download | ComputeLibrary-03b2971ac69a86f10a1566938d1a25afee15746c.tar.gz |
Integrate SME2 kernels
* Add SME/SME2 detection.
* Integrate SME2 implementation for:
- Normal convolution
- Winograd
- Depthwise convolution
- Pooling
Resolves: COMPMID-5700
Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Change-Id: I2f1ca1d05f8cfeee9309ed1c0a36096a4a6aad5c
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/8692
Reviewed-by: Gunes Bayir <gunes.bayir@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'src/core/NEON/kernels/arm_gemm/indirect-interleaves/sme_interleave2VL_block2_fp16_fp16.hpp')
-rw-r--r-- | src/core/NEON/kernels/arm_gemm/indirect-interleaves/sme_interleave2VL_block2_fp16_fp16.hpp | 303 |
1 files changed, 303 insertions, 0 deletions
diff --git a/src/core/NEON/kernels/arm_gemm/indirect-interleaves/sme_interleave2VL_block2_fp16_fp16.hpp b/src/core/NEON/kernels/arm_gemm/indirect-interleaves/sme_interleave2VL_block2_fp16_fp16.hpp new file mode 100644 index 0000000000..67570a1302 --- /dev/null +++ b/src/core/NEON/kernels/arm_gemm/indirect-interleaves/sme_interleave2VL_block2_fp16_fp16.hpp @@ -0,0 +1,303 @@ +/* + * Copyright (c) 2022 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(__ARM_FEATURE_SVE) + +template <> +void interleave_block<2, 2, VLType::SME, false>( + __fp16 * &out, const __fp16 * const *in, + size_t width, size_t height, size_t row_offset, bool first +) +{ + ARM_COMPUTE_UNUSED(first); + + __asm__ __volatile__( + ".inst 0xd503477f // SMSTART ZA\n" + "cnth x20\n" + "cntw x16\n" + "cntw x15, ALL, MUL #2\n" + "cntw x14, ALL, MUL #3\n" + "mov x19, %x[width]\n" + "inch x19\n" + "sub x19, x19, #0x1\n" + "udiv x19, x19, x20\n" // n_passes = ceildiv(width, VL<T>) + "sub x13, x19, #0x1\n" + "lsr x13, x13, #0x1\n" // n_loops = (n_passes - 1) / 2 + "and x11, x19, #0x1\n" // odd_tail = bool(n_passes & 0x1) + "mov x19, %x[width]\n" + "sub x10, x20, #0x1\n" + "ands x10, x19, x10\n" + "csel x10, x10, x20, NE\n" + "add x10, x10, #0x1\n" + "lsr x10, x10, #0x1\n" + "sub x9, x16, #0x2\n" + "ptrue p13.s\n" + "lsl x20, %x[height], #0x1\n" // height * 2 + "lsl x19, x16, #0x1\n" + "whilelt p12.h, XZR, x20\n" + "whilelt p11.h, x19, x20\n" + "mov x28, %x[row_offset]\n" + "mov x27, %x[out]\n" + "mov x26, #0x0\n" + "whilelt p10.h, x26, %x[width]\n" + "whilelt p9.h, x26, %x[width]\n" + "whilelt p8.h, x26, %x[width]\n" + "mov x25, %x[in]\n" + "add x24, %x[in], x16, LSL #3\n" + "ldr x23, [x25, #0x0]\n" + "ldr x22, [x24, #0x0]\n" + "ldr x21, [x25, #0x8]\n" + "ldr x20, [x24, #0x8]\n" + "add x25, x25, #0x10\n" + "add x24, x24, #0x10\n" + "mov x12, #0x0\n" + "cbz x9, 2f\n" + "1:" // K loop: Charge: Loop + ".inst 0x25286580 // dup p0.h, p9.h/Z, p12.h[w12]\n" + ".inst 0xe05c02e0 // ld1h { za0h.h[x12] }, p0/Z, [x23, x28, LSL #1]\n" + ".inst 0x25286160 // dup p0.h, p8.h/Z, p11.h[w12]\n" + ".inst 0xe05c02c8 // ld1h { za1h.h[x12] }, p0/Z, [x22, x28, LSL #1]\n" + ".inst 0x25686580 // dup p0.h, p9.h/Z, p12.h[w12, #2]\n" + ".inst 0xe05c02a2 // ld1h { za0h.h[x12, #2] }, p0/Z, [x21, x28, LSL #1]\n" + ".inst 0x25686160 // dup p0.h, p8.h/Z, p11.h[w12, #2]\n" + ".inst 0xe05c028a // ld1h { za1h.h[x12, #2] }, p0/Z, [x20, x28, LSL #1]\n" + "ldr x23, [x25, #0x0]\n" + "ldr x22, [x24, #0x0]\n" + "ldr x21, [x25, #0x8]\n" + "ldr x20, [x24, #0x8]\n" + "add x25, x25, #0x10\n" + "add x24, x24, #0x10\n" + "add x12, x12, #0x4\n" + "cmp x12, x9, LSL #1\n" + "blt 1b\n" + "2:" // K loop: Charge: End + ".inst 0x25286580 // dup p0.h, p9.h/Z, p12.h[w12]\n" + ".inst 0xe05c02e0 // ld1h { za0h.h[x12] }, p0/Z, [x23, x28, LSL #1]\n" + ".inst 0x25286160 // dup p0.h, p8.h/Z, p11.h[w12]\n" + ".inst 0xe05c02c8 // ld1h { za1h.h[x12] }, p0/Z, [x22, x28, LSL #1]\n" + ".inst 0x25686580 // dup p0.h, p9.h/Z, p12.h[w12, #2]\n" + ".inst 0xe05c02a2 // ld1h { za0h.h[x12, #2] }, p0/Z, [x21, x28, LSL #1]\n" + ".inst 0x25686160 // dup p0.h, p8.h/Z, p11.h[w12, #2]\n" + ".inst 0xe05c028a // ld1h { za1h.h[x12, #2] }, p0/Z, [x20, x28, LSL #1]\n" + "mov x25, %x[in]\n" + "add x24, %x[in], x16, LSL #3\n" + "ldr x23, [x25, #0x0]\n" + "ldr x22, [x24, #0x0]\n" + "ldr x21, [x25, #0x8]\n" + "ldr x20, [x24, #0x8]\n" + "add x25, x25, #0x10\n" + "add x24, x24, #0x10\n" + "inch x28\n" + "inch x26\n" + "cbz x13, 8f\n" + "mov x19, x13\n" + "3:" // K loop: Main loop + "whilelt p9.h, x26, %x[width]\n" + "whilelt p8.h, x26, %x[width]\n" + "mov x13, #0x0\n" + "mov x12, #0x0\n" + "cbz x9, 5f\n" + "4:" // K loop: Main loop: First: Loop + ".inst 0x25396580 // dup p0.h, p9.h/Z, p12.h[w13, #1]\n" + ".inst 0xe05c22e1 // ld1h { za0h.h[x13, #1] }, p0/Z, [x23, x28, LSL #1]\n" + ".inst 0x25396160 // dup p0.h, p8.h/Z, p11.h[w13, #1]\n" + ".inst 0xe05c22c9 // ld1h { za1h.h[x13, #1] }, p0/Z, [x22, x28, LSL #1]\n" + ".inst 0x25796580 // dup p0.h, p9.h/Z, p12.h[w13, #3]\n" + ".inst 0xe05c22a3 // ld1h { za0h.h[x13, #3] }, p0/Z, [x21, x28, LSL #1]\n" + ".inst 0x25796160 // dup p0.h, p8.h/Z, p11.h[w13, #3]\n" + ".inst 0xe05c228b // ld1h { za1h.h[x13, #3] }, p0/Z, [x20, x28, LSL #1]\n" + "ldr x23, [x25, #0x0]\n" + "ldr x22, [x24, #0x0]\n" + "ldr x21, [x25, #0x8]\n" + "ldr x20, [x24, #0x8]\n" + "add x25, x25, #0x10\n" + "add x24, x24, #0x10\n" + ".inst 0x25307540 // dup p0.s, p13.s/Z, p10.s[w12]\n" + ".inst 0xe0bf8360 // st1w { za0v.s[x12] }, p0/Z, [x27, XZR, LSL #2]\n" + ".inst 0x25307540 // dup p0.s, p13.s/Z, p10.s[w12]\n" + ".inst 0x25707541 // dup p1.s, p13.s/Z, p10.s[w12, #1]\n" + ".inst 0xe0b08364 // st1w { za1v.s[x12] }, p0/Z, [x27, x16, LSL #2]\n" + ".inst 0x25707540 // dup p0.s, p13.s/Z, p10.s[w12, #1]\n" + "add x13, x13, #0x4\n" + ".inst 0xe0af8761 // st1w { za0v.s[x12, #1] }, p1/Z, [x27, x15, LSL #2]\n" + ".inst 0xe0ae8365 // st1w { za1v.s[x12, #1] }, p0/Z, [x27, x14, LSL #2]\n" + "addvl x27, x27, #4\n" + "add x12, x12, #0x2\n" + "cmp x12, x9\n" + "blt 4b\n" + "5:" // K loop: Main loop: First: Tail + "mov x25, %x[in]\n" + "add x24, %x[in], x16, LSL #3\n" + ".inst 0x25396580 // dup p0.h, p9.h/Z, p12.h[w13, #1]\n" + ".inst 0xe05c22e1 // ld1h { za0h.h[x13, #1] }, p0/Z, [x23, x28, LSL #1]\n" + ".inst 0x25396160 // dup p0.h, p8.h/Z, p11.h[w13, #1]\n" + ".inst 0xe05c22c9 // ld1h { za1h.h[x13, #1] }, p0/Z, [x22, x28, LSL #1]\n" + ".inst 0x25796580 // dup p0.h, p9.h/Z, p12.h[w13, #3]\n" + ".inst 0xe05c22a3 // ld1h { za0h.h[x13, #3] }, p0/Z, [x21, x28, LSL #1]\n" + ".inst 0x25796160 // dup p0.h, p8.h/Z, p11.h[w13, #3]\n" + ".inst 0xe05c228b // ld1h { za1h.h[x13, #3] }, p0/Z, [x20, x28, LSL #1]\n" + "ldr x23, [x25, #0x0]\n" + "ldr x22, [x24, #0x0]\n" + "ldr x21, [x25, #0x8]\n" + "ldr x20, [x24, #0x8]\n" + "add x25, x25, #0x10\n" + "add x24, x24, #0x10\n" + ".inst 0x25307540 // dup p0.s, p13.s/Z, p10.s[w12]\n" + ".inst 0xe0bf8360 // st1w { za0v.s[x12] }, p0/Z, [x27, XZR, LSL #2]\n" + ".inst 0x25307540 // dup p0.s, p13.s/Z, p10.s[w12]\n" + ".inst 0x25707541 // dup p1.s, p13.s/Z, p10.s[w12, #1]\n" + ".inst 0xe0b08364 // st1w { za1v.s[x12] }, p0/Z, [x27, x16, LSL #2]\n" + ".inst 0x25707540 // dup p0.s, p13.s/Z, p10.s[w12, #1]\n" + "whilelt p10.h, x26, %x[width]\n" + ".inst 0xe0af8761 // st1w { za0v.s[x12, #1] }, p1/Z, [x27, x15, LSL #2]\n" + "inch x26\n" + "inch x28\n" + ".inst 0xe0ae8365 // st1w { za1v.s[x12, #1] }, p0/Z, [x27, x14, LSL #2]\n" + "addvl x27, x27, #4\n" + "whilelt p9.h, x26, %x[width]\n" + "whilelt p8.h, x26, %x[width]\n" + "mov x13, #0x0\n" + "mov x12, #0x0\n" + "cbz x9, 7f\n" + "6:" // K loop: Main loop: Second: Loop + ".inst 0x25296580 // dup p0.h, p9.h/Z, p12.h[w13]\n" + ".inst 0xe05c22e0 // ld1h { za0h.h[x13] }, p0/Z, [x23, x28, LSL #1]\n" + ".inst 0x25296160 // dup p0.h, p8.h/Z, p11.h[w13]\n" + ".inst 0xe05c22c8 // ld1h { za1h.h[x13] }, p0/Z, [x22, x28, LSL #1]\n" + ".inst 0x25696580 // dup p0.h, p9.h/Z, p12.h[w13, #2]\n" + ".inst 0xe05c22a2 // ld1h { za0h.h[x13, #2] }, p0/Z, [x21, x28, LSL #1]\n" + ".inst 0x25696160 // dup p0.h, p8.h/Z, p11.h[w13, #2]\n" + ".inst 0xe05c228a // ld1h { za1h.h[x13, #2] }, p0/Z, [x20, x28, LSL #1]\n" + "ldr x23, [x25, #0x0]\n" + "ldr x22, [x24, #0x0]\n" + "ldr x21, [x25, #0x8]\n" + "ldr x20, [x24, #0x8]\n" + "add x25, x25, #0x10\n" + "add x24, x24, #0x10\n" + ".inst 0x25307540 // dup p0.s, p13.s/Z, p10.s[w12]\n" + ".inst 0xe0bf8368 // st1w { za2v.s[x12] }, p0/Z, [x27, XZR, LSL #2]\n" + ".inst 0x25307540 // dup p0.s, p13.s/Z, p10.s[w12]\n" + ".inst 0x25707541 // dup p1.s, p13.s/Z, p10.s[w12, #1]\n" + ".inst 0xe0b0836c // st1w { za3v.s[x12] }, p0/Z, [x27, x16, LSL #2]\n" + ".inst 0x25707540 // dup p0.s, p13.s/Z, p10.s[w12, #1]\n" + "add x13, x13, #0x4\n" + ".inst 0xe0af8769 // st1w { za2v.s[x12, #1] }, p1/Z, [x27, x15, LSL #2]\n" + ".inst 0xe0ae836d // st1w { za3v.s[x12, #1] }, p0/Z, [x27, x14, LSL #2]\n" + "addvl x27, x27, #4\n" + "add x12, x12, #0x2\n" + "cmp x12, x9\n" + "blt 6b\n" + "7:" // K loop: Main loop: Second: Tail + "mov x25, %x[in]\n" + "add x24, %x[in], x16, LSL #3\n" + ".inst 0x25296580 // dup p0.h, p9.h/Z, p12.h[w13]\n" + ".inst 0xe05c22e0 // ld1h { za0h.h[x13] }, p0/Z, [x23, x28, LSL #1]\n" + ".inst 0x25296160 // dup p0.h, p8.h/Z, p11.h[w13]\n" + ".inst 0xe05c22c8 // ld1h { za1h.h[x13] }, p0/Z, [x22, x28, LSL #1]\n" + ".inst 0x25696580 // dup p0.h, p9.h/Z, p12.h[w13, #2]\n" + ".inst 0xe05c22a2 // ld1h { za0h.h[x13, #2] }, p0/Z, [x21, x28, LSL #1]\n" + ".inst 0x25696160 // dup p0.h, p8.h/Z, p11.h[w13, #2]\n" + ".inst 0xe05c228a // ld1h { za1h.h[x13, #2] }, p0/Z, [x20, x28, LSL #1]\n" + "ldr x23, [x25, #0x0]\n" + "ldr x22, [x24, #0x0]\n" + "ldr x21, [x25, #0x8]\n" + "ldr x20, [x24, #0x8]\n" + "add x25, x25, #0x10\n" + "add x24, x24, #0x10\n" + ".inst 0x25307540 // dup p0.s, p13.s/Z, p10.s[w12]\n" + ".inst 0xe0bf8368 // st1w { za2v.s[x12] }, p0/Z, [x27, XZR, LSL #2]\n" + ".inst 0x25307540 // dup p0.s, p13.s/Z, p10.s[w12]\n" + ".inst 0x25707541 // dup p1.s, p13.s/Z, p10.s[w12, #1]\n" + ".inst 0xe0b0836c // st1w { za3v.s[x12] }, p0/Z, [x27, x16, LSL #2]\n" + ".inst 0x25707540 // dup p0.s, p13.s/Z, p10.s[w12, #1]\n" + "whilelt p10.h, x26, %x[width]\n" + ".inst 0xe0af8769 // st1w { za2v.s[x12, #1] }, p1/Z, [x27, x15, LSL #2]\n" + "inch x26\n" + "inch x28\n" + ".inst 0xe0ae836d // st1w { za3v.s[x12, #1] }, p0/Z, [x27, x14, LSL #2]\n" + "addvl x27, x27, #4\n" + "subs x19, x19, #0x1\n" + "bgt 3b\n" + "8:" // K loop: Tails + "cbnz x11, 11f\n" + "mov x25, %x[in]\n" + "whilelt p9.h, x26, %x[width]\n" + "whilelt p8.h, x26, %x[width]\n" + "mov x13, #0x0\n" + "mov x12, #0x0\n" + "9:" // K loop: Tails: Even: First + ".inst 0x25307540 // dup p0.s, p13.s/Z, p10.s[w12]\n" + ".inst 0xe0bf8360 // st1w { za0v.s[x12] }, p0/Z, [x27, XZR, LSL #2]\n" + ".inst 0x25307540 // dup p0.s, p13.s/Z, p10.s[w12]\n" + ".inst 0x25396581 // dup p1.h, p9.h/Z, p12.h[w13, #1]\n" + ".inst 0xe0b08364 // st1w { za1v.s[x12] }, p0/Z, [x27, x16, LSL #2]\n" + ".inst 0x25396160 // dup p0.h, p8.h/Z, p11.h[w13, #1]\n" + "addvl x27, x27, #2\n" + "ldr x23, [x25, #0x0]\n" + ".inst 0xe05c26e1 // ld1h { za0h.h[x13, #1] }, p1/Z, [x23, x28, LSL #1]\n" + "ldr x22, [x25, x16, LSL #0x3]\n" + ".inst 0xe05c22c9 // ld1h { za1h.h[x13, #1] }, p0/Z, [x22, x28, LSL #1]\n" + "add x12, x12, #0x1\n" + "add x25, x25, #0x8\n" + "add x13, x13, #0x2\n" + "cmp x12, x16\n" + "blt 9b\n" + "whilelt p10.h, x26, %x[width]\n" + "whilelt p9.h, x26, %x[width]\n" + "whilelt p8.h, x26, %x[width]\n" + "mov x19, #0x0\n" + "mov x12, #0x0\n" + "10:" // K loop: Tails: Even: Second + ".inst 0x25307540 // dup p0.s, p13.s/Z, p10.s[w12]\n" + ".inst 0xe0bf8368 // st1w { za2v.s[x12] }, p0/Z, [x27, XZR, LSL #2]\n" + ".inst 0x25307540 // dup p0.s, p13.s/Z, p10.s[w12]\n" + "add x19, x19, #0x2\n" + ".inst 0xe0b0836c // st1w { za3v.s[x12] }, p0/Z, [x27, x16, LSL #2]\n" + "addvl x27, x27, #2\n" + "add x12, x12, #0x1\n" + "cmp x12, x10\n" + "blt 10b\n" + "whilelt p10.h, x26, %x[width]\n" + "b 13f\n" + "11:" // K loop: Tails: Odd + "mov x12, #0x0\n" + "12:" // K loop: Tails: Odd: Loop + ".inst 0x25307540 // dup p0.s, p13.s/Z, p10.s[w12]\n" + ".inst 0xe0bf8360 // st1w { za0v.s[x12] }, p0/Z, [x27, XZR, LSL #2]\n" + ".inst 0x25307540 // dup p0.s, p13.s/Z, p10.s[w12]\n" + ".inst 0xe0b08364 // st1w { za1v.s[x12] }, p0/Z, [x27, x16, LSL #2]\n" + "addvl x27, x27, #2\n" + "add x12, x12, #0x1\n" + "cmp x12, x10\n" + "blt 12b\n" + "13:" // K loop: End + "mov %x[out], x27\n" + ".inst 0xd503467f // SMSTOP\n" + : [out] "+&r" (out) + : [height] "r" (height), [in] "r" (in), [row_offset] "r" (row_offset), [width] "r" (width) + : "cc", "memory", "p0", "p1", "p8", "p9", "p10", "p11", "p12", "p13", "x9", "x10", "x11", "x12", "x13", "x14", "x15", "x16", "x19", "x20", "x21", "x22", "x23", "x24", "x25", "x26", "x27", "x28", "z0", "z1", "z2", "z3", "z4", "z5", "z6", "z7", "z8", "z9", "z10", "z11", "z12", "z13", "z14", "z15", "z16", "z17", "z18", "z19", "z20", "z21", "z22", "z23", "z24", "z25", "z26", "z27", "z28", "z29", "z30", "z31" + ); +} + +#endif // defined(__ARM_FEATURE_SVE) |