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>
diff --git a/src/core/NEON/kernels/arm_gemm/indirect-interleaves/sme_interleave4VL_fp32_fp32.hpp b/src/core/NEON/kernels/arm_gemm/indirect-interleaves/sme_interleave4VL_fp32_fp32.hpp
new file mode 100644
index 0000000..141ab00
--- /dev/null
+++ b/src/core/NEON/kernels/arm_gemm/indirect-interleaves/sme_interleave4VL_fp32_fp32.hpp
@@ -0,0 +1,126 @@
+/*
+ * 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<4, 1, VLType::SME, false>(
+ float * &out, const float * 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"
+ "cntw x14\n"
+ "cntw x13, ALL, MUL #2\n"
+ "cntw x11, ALL, MUL #3\n"
+ "ptrue p3.s\n"
+ "cntw x10\n"
+ "cmp %x[height], x10\n"
+ "csel x10, %x[height], x10, LT\n"
+ "sub x10, x10, #0x1\n"
+ "whilelt p2.s, XZR, %x[height]\n"
+ "whilelt p15.s, x14, %x[height]\n"
+ "whilelt p14.s, x13, %x[height]\n"
+ "whilelt p13.s, x11, %x[height]\n"
+ "mov x9, %x[row_offset]\n"
+ "mov x28, %x[out]\n"
+ "mov x27, #0x0\n"
+ "whilelt p12.s, x27, %x[width]\n"
+ "whilelt p11.s, x27, %x[width]\n"
+ "whilelt p10.s, x27, %x[width]\n"
+ "whilelt p9.s, x27, %x[width]\n"
+ "whilelt p8.s, x27, %x[width]\n"
+ "1:" // Width loop
+ "mov x12, #0x0\n"
+ "add x26, %x[in], XZR, LSL #3\n"
+ "add x25, %x[in], x14, LSL #3\n"
+ "add x24, %x[in], x13, LSL #3\n"
+ "add x23, %x[in], x11, LSL #3\n"
+ "ldr x22, [x26], #0x8\n"
+ "ldr x21, [x25], #0x8\n"
+ "ldr x20, [x24], #0x8\n"
+ "ldr x19, [x23], #0x8\n"
+ "cbz x10, 3f\n"
+ "2:" // Loads: Loop
+ ".inst 0x25306c40 // dup p0.s, p11.s/Z, p2.s[w12]\n"
+ ".inst 0xe08902c0 // ld1w { za0h.s[x12] }, p0/Z, [x22, x9, LSL #2]\n"
+ ".inst 0x253069e0 // dup p0.s, p10.s/Z, p15.s[w12]\n"
+ ".inst 0xe08902a4 // ld1w { za1h.s[x12] }, p0/Z, [x21, x9, LSL #2]\n"
+ ".inst 0x253065c0 // dup p0.s, p9.s/Z, p14.s[w12]\n"
+ ".inst 0xe0890288 // ld1w { za2h.s[x12] }, p0/Z, [x20, x9, LSL #2]\n"
+ ".inst 0x253061a0 // dup p0.s, p8.s/Z, p13.s[w12]\n"
+ ".inst 0xe089026c // ld1w { za3h.s[x12] }, p0/Z, [x19, x9, LSL #2]\n"
+ "ldr x22, [x26], #0x8\n"
+ "ldr x21, [x25], #0x8\n"
+ "ldr x20, [x24], #0x8\n"
+ "ldr x19, [x23], #0x8\n"
+ "add x12, x12, #0x1\n"
+ "cmp x12, x10\n"
+ "blt 2b\n"
+ "3:" // Loads: Tail
+ ".inst 0x25306c40 // dup p0.s, p11.s/Z, p2.s[w12]\n"
+ ".inst 0xe08902c0 // ld1w { za0h.s[x12] }, p0/Z, [x22, x9, LSL #2]\n"
+ ".inst 0x253069e0 // dup p0.s, p10.s/Z, p15.s[w12]\n"
+ ".inst 0xe08902a4 // ld1w { za1h.s[x12] }, p0/Z, [x21, x9, LSL #2]\n"
+ ".inst 0x253065c0 // dup p0.s, p9.s/Z, p14.s[w12]\n"
+ ".inst 0xe0890288 // ld1w { za2h.s[x12] }, p0/Z, [x20, x9, LSL #2]\n"
+ ".inst 0x253061a0 // dup p0.s, p8.s/Z, p13.s[w12]\n"
+ ".inst 0xe089026c // ld1w { za3h.s[x12] }, p0/Z, [x19, x9, LSL #2]\n"
+ "mov x12, #0x0\n"
+ "sub x19, %x[width], x27\n"
+ "cmp x19, x14\n"
+ "csel x19, x19, x14, LT\n"
+ "4:" // Stores: Loop
+ ".inst 0x25304d80 // dup p0.s, p3.s/Z, p12.s[w12]\n"
+ ".inst 0xe0bf8380 // st1w { za0v.s[x12] }, p0/Z, [x28, XZR, LSL #2]\n"
+ ".inst 0x25304d80 // dup p0.s, p3.s/Z, p12.s[w12]\n"
+ ".inst 0x25304d81 // dup p1.s, p3.s/Z, p12.s[w12]\n"
+ ".inst 0xe0ae8384 // st1w { za1v.s[x12] }, p0/Z, [x28, x14, LSL #2]\n"
+ ".inst 0x25304d80 // dup p0.s, p3.s/Z, p12.s[w12]\n"
+ ".inst 0xe0ad8788 // st1w { za2v.s[x12] }, p1/Z, [x28, x13, LSL #2]\n"
+ ".inst 0xe0ab838c // st1w { za3v.s[x12] }, p0/Z, [x28, x11, LSL #2]\n"
+ "addvl x28, x28, #4\n"
+ "add x12, x12, #0x1\n"
+ "cmp x12, x19\n"
+ "blt 4b\n"
+ "incw x9\n"
+ "incw x27\n"
+ "whilelt p12.s, x27, %x[width]\n"
+ "whilelt p11.s, x27, %x[width]\n"
+ "whilelt p10.s, x27, %x[width]\n"
+ "whilelt p9.s, x27, %x[width]\n"
+ "whilelt p8.s, x27, %x[width]\n"
+ "b.any 1b\n"
+ "mov %x[out], x28\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", "p2", "p3", "p8", "p9", "p10", "p11", "p12", "p13", "p14", "p15", "x9", "x10", "x11", "x12", "x13", "x14", "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)