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authorPablo Tello <pablo.tello@arm.com>2018-02-23 13:43:50 +0000
committerAnthony Barbier <anthony.barbier@arm.com>2018-11-02 16:49:16 +0000
commiteb82fd2aa786715c3b6a941dc6d6deac4ce8e2a0 (patch)
tree42cca378eed97c07348f28e1ec708d9c7ed531ce /src/core/NEON/kernels/arm_gemm/kernels/a32_sgemm_8x6/generic.cpp
parent8df6c452820719d201ee79596cde8445c2071db5 (diff)
downloadComputeLibrary-eb82fd2aa786715c3b6a941dc6d6deac4ce8e2a0.tar.gz
COMPMID-881: RSH new arm_gemm interface.
Change-Id: I1e2a1a77097d8017c274af3f97eba6964f80f5fa Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/122592 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
Diffstat (limited to 'src/core/NEON/kernels/arm_gemm/kernels/a32_sgemm_8x6/generic.cpp')
-rw-r--r--src/core/NEON/kernels/arm_gemm/kernels/a32_sgemm_8x6/generic.cpp346
1 files changed, 346 insertions, 0 deletions
diff --git a/src/core/NEON/kernels/arm_gemm/kernels/a32_sgemm_8x6/generic.cpp b/src/core/NEON/kernels/arm_gemm/kernels/a32_sgemm_8x6/generic.cpp
new file mode 100644
index 0000000000..d7d0484610
--- /dev/null
+++ b/src/core/NEON/kernels/arm_gemm/kernels/a32_sgemm_8x6/generic.cpp
@@ -0,0 +1,346 @@
+/*
+ * 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.
+ */
+#ifdef __arm__
+
+#include <arm_neon.h>
+
+#include "../../asmlib.hpp"
+
+// Kernel implementation.
+//
+// Assume that "Apanel" points to a chunk of A blocks (each size 6xK) in read-order.
+// Assume that "Bpanel" points to a chunk of B blocks (each size 8xK) in read-order.
+// Assume that "Cpanel" points to a chunk of C output blocks (each size
+// 8x6), 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 a32_sgemm_8x6(const float *Apanel, const float *Bpanel, float *Cpanel, int ablocks, int bblocks, int K)
+{
+ const float *a_ptr = Apanel;
+ float *c_ptr = Cpanel;
+
+ for(int yb = 0; yb < ablocks; yb++)
+ {
+ const float *a_ptr0 = a_ptr;
+ const float *b_ptr = Bpanel;
+
+ for(int xb = 0; xb < bblocks; xb++)
+ {
+ a_ptr = a_ptr0;
+ int tails = (K & 3);
+ if(tails == 0)
+ {
+ tails = 4;
+ }
+ int k = ((K + 3) / 4) - 1;
+
+ __asm __volatile(
+ "vmov.i32 q4, #0\n"
+ "vld1.32 {d0-d1}, [%[a_ptr] :64]!\n"
+ "vmov.i32 q5, #0\n"
+ "vld1.32 {d4-d5}, [%[b_ptr] :128]!\n"
+ "vmov.i32 q6, #0\n" ASM_PREFETCH("[%[a_ptr], #48]") "vmov.i32 q7, #0\n" ASM_PREFETCH("[%[b_ptr], #48]") "vmov.i32 q8, #0\n" ASM_PREFETCH("[%[a_ptr], #112]") "vmov.i32 q9, #0\n"
+ ASM_PREFETCH("[%[b_ptr], #112]")
+ "vmov.i32 q10, #0\n"
+ "vmov.i32 q11, #0\n"
+ "vmov.i32 q12, #0\n"
+ "vmov.i32 q13, #0\n" ASM_PREFETCH("[%[a_ptr], #176]") "vmov.i32 q14, #0\n" ASM_PREFETCH("[%[b_ptr], #176]")
+ "vmov.i32 q15, #0\n"
+
+ "cmp %[k], #0\n"
+ "beq 6f\n"
+
+ "1:\n"
+ // Unroll 0
+ "vmla.f32 q4, q2, d0[0]\n"
+ "vld1.32 {d2-d3}, [%[a_ptr] :64]!\n"
+ "vmla.f32 q5, q2, d0[1]\n"
+ "vmla.f32 q6, q2, d1[0]\n"
+ "vld1.32 {d6-d7}, [%[b_ptr] :128]!\n"
+ "vmla.f32 q7, q2, d1[1]\n"
+ "vmla.f32 q8, q2, d2[0]\n"
+ "vmla.f32 q9, q2, d2[1]\n"
+ "vld1.32 {d4-d5}, [%[b_ptr] :128]!\n"
+
+ "vmla.f32 q10, q3, d0[0]\n"
+ "vmla.f32 q11, q3, d0[1]\n"
+ "vmla.f32 q12, q3, d1[0]\n"
+ "vmla.f32 q13, q3, d1[1]\n"
+ "vld1.32 {d0-d1}, [%[a_ptr] :64]!\n"
+ "vmla.f32 q14, q3, d2[0]\n"
+ "vmla.f32 q15, q3, d2[1]\n"
+ "vld1.32 {d6-d7}, [%[b_ptr] :128]!\n"
+
+ // Unroll 1
+ "vmla.f32 q4, q2, d3[0]\n"
+ "subs %[k], %[k], #1\n"
+ "vmla.f32 q5, q2, d3[1]\n" ASM_PREFETCH("[%[a_ptr], #208]")
+ "vmla.f32 q6, q2, d0[0]\n"
+ "vmla.f32 q7, q2, d0[1]\n" ASM_PREFETCH("[%[b_ptr], #192]")
+ "vmla.f32 q8, q2, d1[0]\n"
+ "vmla.f32 q9, q2, d1[1]\n"
+ "vld1.32 {d4-d5}, [%[b_ptr] :128]!\n"
+
+ "vmla.f32 q10, q3, d3[0]\n"
+ "vmla.f32 q11, q3, d3[1]\n"
+ "vld1.32 {d2-d3}, [%[a_ptr] :64]!\n"
+ "vmla.f32 q12, q3, d0[0]\n"
+ "vmla.f32 q13, q3, d0[1]\n"
+ "vmla.f32 q14, q3, d1[0]\n"
+ "vmla.f32 q15, q3, d1[1]\n"
+ "vld1.32 {d0-d1}, [%[a_ptr] :64]!\n"
+
+ // Unroll 2
+ "vmla.f32 q4, q2, d2[0]\n"
+ "vmla.f32 q5, q2, d2[1]\n"
+ "vld1.32 {d6-d7}, [%[b_ptr] :128]!\n"
+ "vmla.f32 q6, q2, d3[0]\n"
+ "vmla.f32 q7, q2, d3[1]\n" ASM_PREFETCH("[%[a_ptr], #240]")
+ "vmla.f32 q8, q2, d0[0]\n"
+ "vmla.f32 q9, q2, d0[1]\n"
+ "vld1.32 {d4-d5}, [%[b_ptr] :128]!\n"
+
+ "vmla.f32 q10, q3, d2[0]\n"
+ "vmla.f32 q11, q3, d2[1]\n" ASM_PREFETCH("[%[b_ptr], #208]")
+ "vmla.f32 q12, q3, d3[0]\n"
+ "vmla.f32 q13, q3, d3[1]\n"
+ "vld1.32 {d2-d3}, [%[a_ptr] :64]!\n"
+ "vmla.f32 q14, q3, d0[0]\n"
+ "vmla.f32 q15, q3, d0[1]\n"
+ "vld1.32 {d6-d7}, [%[b_ptr] :128]!\n"
+
+ // Unroll 3
+ "vmla.f32 q4, q2, d1[0]\n"
+ "vmla.f32 q5, q2, d1[1]\n"
+ "vmla.f32 q6, q2, d2[0]\n"
+ "vmla.f32 q7, q2, d2[1]\n"
+ "vmla.f32 q8, q2, d3[0]\n"
+ "vmla.f32 q9, q2, d3[1]\n"
+ "vld1.32 {d4-d5}, [%[b_ptr] :128]!\n"
+
+ "vmla.f32 q10, q3, d1[0]\n"
+ "vmla.f32 q11, q3, d1[1]\n"
+ "vld1.32 {d0-d1}, [%[a_ptr] :64]!\n"
+ "vmla.f32 q12, q3, d2[0]\n"
+ "vmla.f32 q13, q3, d2[1]\n"
+ "vmla.f32 q14, q3, d3[0]\n"
+ "vmla.f32 q15, q3, d3[1]\n"
+ "bne 1b\n"
+
+ // Branch here if we never execute main loop.
+ "6:\n"
+
+ // "Tails" shows how many multiply blocks are needed at the
+ // end, must be 1-4 inclusive. Bail out to alternative tail
+ // immediately if it's 1.
+ "subs %[tails], %[tails], #1\n"
+ "beq 3f\n"
+
+ // Detached final iteration
+ // Unroll 0
+ "vmla.f32 q4, q2, d0[0]\n"
+ "vld1.32 {d2-d3}, [%[a_ptr] :64]!\n"
+ "vmla.f32 q5, q2, d0[1]\n"
+ "vmla.f32 q6, q2, d1[0]\n"
+ "vld1.32 {d6-d7}, [%[b_ptr] :128]!\n"
+ "vmla.f32 q7, q2, d1[1]\n"
+ "vmla.f32 q8, q2, d2[0]\n"
+ "subs %[tails], %[tails], #1\n"
+ "vmla.f32 q9, q2, d2[1]\n"
+ "vld1.32 {d4-d5}, [%[b_ptr] :128]!\n"
+
+ "vmla.f32 q10, q3, d0[0]\n"
+ "vmla.f32 q11, q3, d0[1]\n"
+ "vmla.f32 q12, q3, d1[0]\n"
+ "vmla.f32 q13, q3, d1[1]\n"
+ "vld1.32 {d0-d1}, [%[a_ptr] :64]!\n"
+ "vmla.f32 q14, q3, d2[0]\n"
+ "vmla.f32 q15, q3, d2[1]\n"
+ "vld1.32 {d6-d7}, [%[b_ptr] :128]!\n"
+ "beq 4f\n"
+
+ // Unroll 1
+ "vmla.f32 q4, q2, d3[0]\n"
+ "vmla.f32 q5, q2, d3[1]\n"
+ "subs %[tails], %[tails], #1\n"
+ "vmla.f32 q6, q2, d0[0]\n"
+ "vmla.f32 q7, q2, d0[1]\n"
+ "vmla.f32 q8, q2, d1[0]\n"
+ "vmla.f32 q9, q2, d1[1]\n"
+ "vld1.32 {d4-d5}, [%[b_ptr] :128]!\n"
+
+ "vmla.f32 q10, q3, d3[0]\n"
+ "vmla.f32 q11, q3, d3[1]\n"
+ "vld1.32 {d2-d3}, [%[a_ptr] :64]!\n"
+ "vmla.f32 q12, q3, d0[0]\n"
+ "vmla.f32 q13, q3, d0[1]\n"
+ "vmla.f32 q14, q3, d1[0]\n"
+ "vmla.f32 q15, q3, d1[1]\n"
+ "vld1.32 {d6-d7}, [%[b_ptr] :128]!\n"
+ "beq 5f\n"
+
+ // Unroll 2
+ "vld1.32 {d0-d1}, [%[a_ptr] :64]!\n"
+ "vmla.f32 q4, q2, d2[0]\n"
+ "vmla.f32 q5, q2, d2[1]\n"
+ "vmla.f32 q6, q2, d3[0]\n"
+ "vmla.f32 q7, q2, d3[1]\n"
+ "vmla.f32 q8, q2, d0[0]\n"
+ "vmla.f32 q9, q2, d0[1]\n"
+ "vld1.32 {d4-d5}, [%[b_ptr] :128]!\n"
+
+ "vmla.f32 q10, q3, d2[0]\n"
+ "vmla.f32 q11, q3, d2[1]\n"
+ "vmla.f32 q12, q3, d3[0]\n"
+ "vmla.f32 q13, q3, d3[1]\n"
+ "vld1.32 {d2-d3}, [%[a_ptr] :64]!\n"
+ "vmla.f32 q14, q3, d0[0]\n"
+ "vmla.f32 q15, q3, d0[1]\n"
+ "vld1.32 {d6-d7}, [%[b_ptr] :128]!\n"
+
+ // Unroll 3
+ "vmla.f32 q4, q2, d1[0]\n"
+ "vmla.f32 q10, q3, d1[0]\n"
+ "vst1.32 {d8-d9}, [%[c_ptr] :128]!\n"
+ "vmla.f32 q5, q2, d1[1]\n"
+ "vst1.32 {d20-d21}, [%[c_ptr] :128]!\n"
+ "vmla.f32 q11, q3, d1[1]\n"
+ "vst1.32 {d10-d11}, [%[c_ptr] :128]!\n"
+ "vmla.f32 q6, q2, d2[0]\n"
+ "vst1.32 {d22-d23}, [%[c_ptr] :128]!\n"
+ "vmla.f32 q12, q3, d2[0]\n"
+ "vst1.32 {d12-d13}, [%[c_ptr] :128]!\n"
+ "vmla.f32 q7, q2, d2[1]\n"
+ "vst1.32 {d24-d25}, [%[c_ptr] :128]!\n"
+ "vmla.f32 q13, q3, d2[1]\n"
+ "vst1.32 {d14-d15}, [%[c_ptr] :128]!\n"
+ "vmla.f32 q8, q2, d3[0]\n"
+ "vst1.32 {d26-d27}, [%[c_ptr] :128]!\n"
+ "vmla.f32 q14, q3, d3[0]\n"
+ "vst1.32 {d16-d17}, [%[c_ptr] :128]!\n"
+ "vmla.f32 q9, q2, d3[1]\n"
+ "vst1.32 {d28-d29}, [%[c_ptr] :128]!\n"
+ "vmla.f32 q15, q3, d3[1]\n"
+ "vst1.32 {d18-d19}, [%[c_ptr] :128]!\n"
+ "b 2f\n"
+
+ // tails==1 final tail
+ "3:\n"
+ "vmla.f32 q4, q2, d0[0]\n"
+ "vld1.32 {d2}, [%[a_ptr] :64]!\n"
+ "vmla.f32 q5, q2, d0[1]\n"
+ "vld1.32 {d6-d7}, [%[b_ptr] :128]!\n"
+ "vmla.f32 q6, q2, d1[0]\n"
+ "vst1.32 {d8-d9}, [%[c_ptr] :128]!\n"
+ "vmla.f32 q10, q3, d0[0]\n"
+ "vst1.32 {d20-d21}, [%[c_ptr] :128]!\n"
+ "vmla.f32 q11, q3, d0[1]\n"
+ "vst1.32 {d10-d11}, [%[c_ptr] :128]!\n"
+ "vmla.f32 q12, q3, d1[0]\n"
+ "vst1.32 {d22-d23}, [%[c_ptr] :128]!\n"
+ "vmla.f32 q7, q2, d1[1]\n"
+ "vst1.32 {d12-d13}, [%[c_ptr] :128]!\n"
+ "vmla.f32 q13, q3, d1[1]\n"
+ "vst1.32 {d24-d25}, [%[c_ptr] :128]!\n"
+ "vmla.f32 q8, q2, d2[0]\n"
+ "vst1.32 {d14-d15}, [%[c_ptr] :128]!\n"
+ "vmla.f32 q14, q3, d2[0]\n"
+ "vst1.32 {d26-d27}, [%[c_ptr] :128]!\n"
+ "vmla.f32 q9, q2, d2[1]\n"
+ "vst1.32 {d16-d17}, [%[c_ptr] :128]!\n"
+ "vmla.f32 q15, q3, d2[1]\n"
+ "vst1.32 {d28-d29}, [%[c_ptr] :128]!\n"
+ "vst1.32 {d18-d19}, [%[c_ptr] :128]!\n"
+ "b 2f\n"
+
+ // tails==2 final tail
+ "4:\n"
+ "vmla.f32 q4, q2, d3[0]\n"
+ "vmla.f32 q10, q3, d3[0]\n"
+ "vst1.32 {d8-d9}, [%[c_ptr] :128]!\n"
+ "vmla.f32 q5, q2, d3[1]\n"
+ "vst1.32 {d20-d21}, [%[c_ptr] :128]!\n"
+ "vmla.f32 q11, q3, d3[1]\n"
+ "vst1.32 {d10-d11}, [%[c_ptr] :128]!\n"
+ "vmla.f32 q6, q2, d0[0]\n"
+ "vst1.32 {d22-d23}, [%[c_ptr] :128]!\n"
+ "vmla.f32 q12, q3, d0[0]\n"
+ "vst1.32 {d12-d13}, [%[c_ptr] :128]!\n"
+ "vmla.f32 q7, q2, d0[1]\n"
+ "vst1.32 {d24-d25}, [%[c_ptr] :128]!\n"
+ "vmla.f32 q13, q3, d0[1]\n"
+ "vst1.32 {d14-d15}, [%[c_ptr] :128]!\n"
+ "vmla.f32 q8, q2, d1[0]\n"
+ "vst1.32 {d26-d27}, [%[c_ptr] :128]!\n"
+ "vmla.f32 q14, q3, d1[0]\n"
+ "vst1.32 {d16-d17}, [%[c_ptr] :128]!\n"
+ "vmla.f32 q9, q2, d1[1]\n"
+ "vst1.32 {d28-d29}, [%[c_ptr] :128]!\n"
+ "vmla.f32 q15, q3, d1[1]\n"
+ "vst1.32 {d18-d19}, [%[c_ptr] :128]!\n"
+ "b 2f\n"
+
+ // tails==3 final tail
+ "5:\n"
+ "vmla.f32 q4, q2, d2[0]\n"
+ "vld1.32 {d0}, [%[a_ptr] :64]!\n"
+ "vmla.f32 q5, q2, d2[1]\n"
+ "vmla.f32 q6, q2, d3[0]\n"
+ "vst1.32 {d8-d9}, [%[c_ptr] :128]!\n"
+ "vmla.f32 q10, q3, d2[0]\n"
+ "vst1.32 {d20-d21}, [%[c_ptr] :128]!\n"
+ "vmla.f32 q11, q3, d2[1]\n"
+ "vst1.32 {d10-d11}, [%[c_ptr] :128]!\n"
+ "vmla.f32 q12, q3, d3[0]\n"
+ "vst1.32 {d22-d23}, [%[c_ptr] :128]!\n"
+ "vmla.f32 q7, q2, d3[1]\n"
+ "vst1.32 {d12-d13}, [%[c_ptr] :128]!\n"
+ "vmla.f32 q13, q3, d3[1]\n"
+ "vst1.32 {d24-d25}, [%[c_ptr] :128]!\n"
+ "vmla.f32 q8, q2, d0[0]\n"
+ "vst1.32 {d14-d15}, [%[c_ptr] :128]!\n"
+ "vmla.f32 q14, q3, d0[0]\n"
+ "vst1.32 {d26-d27}, [%[c_ptr] :128]!\n"
+ "vmla.f32 q9, q2, d0[1]\n"
+ "vst1.32 {d16-d17}, [%[c_ptr] :128]!\n"
+ "vmla.f32 q15, q3, d0[1]\n"
+ "vst1.32 {d28-d29}, [%[c_ptr] :128]!\n"
+ "vst1.32 {d18-d19}, [%[c_ptr] :128]!\n"
+
+ "2:\n"
+ "vst1.32 {d30-d31}, [%[c_ptr] :128]!\n"
+ : [a_ptr] "+r"(a_ptr), [b_ptr] "+r"(b_ptr), [c_ptr] "+r"(c_ptr), [k] "+r"(k), [tails] "+r"(tails)
+ :
+ : "q0", "q1", "q2", "q3", "q4", "q5", "q6", "q7", "q8", "q9", "q10", "q11", "q12", "q13", "q14", "q15", "cc");
+ }
+ }
+}
+
+} // namespace arm_gemm
+
+#endif