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-rw-r--r--src/core/NEON/kernels/winograd/transforms/output_2x2_3x3/a64_float_two_stage.hpp655
1 files changed, 0 insertions, 655 deletions
diff --git a/src/core/NEON/kernels/winograd/transforms/output_2x2_3x3/a64_float_two_stage.hpp b/src/core/NEON/kernels/winograd/transforms/output_2x2_3x3/a64_float_two_stage.hpp
deleted file mode 100644
index f551b12b52..0000000000
--- a/src/core/NEON/kernels/winograd/transforms/output_2x2_3x3/a64_float_two_stage.hpp
+++ /dev/null
@@ -1,655 +0,0 @@
-/*
- * Copyright (c) 2017 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.
- */
-#pragma once
-
-#ifdef __aarch64__
-
-/*****************************************************************************/
-// Compute ZF specializations
-
-template <>
-template <>
-inline void winograd::Winograd2x2_3x3GemmOutput_TwoStage<float>::compute_zf<0>(
- const int n_rows, const int n_channels,
- float* output, const float* const input[16]
-) {
- // Make copies of some variables
- int row = n_rows;
- float* outptr = output;
- const float* inptr = input[0];
-
- // Perform the transformation
- asm volatile (
- // "inptr0 .req %x[inptr]\n"
- "inptr1 .req x0\n"
- "inptr2 .req x1\n"
- "inptr3 .req x2\n"
- "inptr4 .req x3\n"
- "inptr5 .req x4\n"
- "inptr6 .req x5\n"
- "inptr7 .req x6\n"
- "inptr8 .req x7\n"
- "inptr9 .req x8\n"
- "inptr10 .req x9\n"
- "inptr11 .req x10\n"
- "inptr12 .req x11\n"
- "inptr13 .req x12\n"
- "inptr14 .req x13\n"
- "inptr15 .req x14\n"
-
- // "outptr0 .req %x[outptr]\n"
- "outptr1 .req x15\n"
- "outptr2 .req x16\n"
- "outptr3 .req x17\n"
- "outptr4 .req x18\n"
- "outptr5 .req x19\n"
- "outptr6 .req x20\n"
- "outptr7 .req x21\n"
-
- // Compute additional pointers into the input and output matrices.
- "mstride .req x22\n" // Matrix stride
- "mul mstride, %x[row], %x[n_channels]\n"
- "lsl mstride, mstride, #2\n" // * sizeof(float)
-
- "add inptr1, %x[inptr], mstride\n"
- "add inptr2, %x[inptr], mstride, LSL #1\n"
- "add inptr3, inptr2, mstride\n"
- "add inptr4, inptr3, mstride\n"
- "add inptr5, inptr4, mstride\n"
- "add inptr6, inptr5, mstride\n"
- "add inptr7, inptr6, mstride\n"
- "add inptr8, inptr7, mstride\n"
- "add inptr9, inptr8, mstride\n"
- "add inptr10, inptr9, mstride\n"
- "add inptr11, inptr10, mstride\n"
- "add inptr12, inptr11, mstride\n"
- "add inptr13, inptr12, mstride\n"
- "add inptr14, inptr13, mstride\n"
- "add inptr15, inptr14, mstride\n"
-
- "add outptr1, %[outptr], mstride\n"
- "add outptr2, outptr1, mstride\n"
- "add outptr3, outptr2, mstride\n"
- "add outptr4, outptr3, mstride\n"
- "add outptr5, outptr4, mstride\n"
- "add outptr6, outptr5, mstride\n"
- "add outptr7, outptr6, mstride\n"
-
- ".unreq mstride\n"
-
- "column .req x22\n" // Column loop counter
-
- "1:" // Loop over rows
- "ldr q0, [%x[inptr]], #0x10\n"
- "ldr q1, [inptr1], #0x10\n"
- "ldr q2, [inptr2], #0x10\n"
- "ldr q3, [inptr3], #0x10\n"
- "ldr q4, [inptr4], #0x10\n"
- "ldr q5, [inptr5], #0x10\n"
- "ldr q6, [inptr6], #0x10\n"
- "ldr q7, [inptr7], #0x10\n"
- "subs column, %x[n_channels], #0x4\n"
- "beq 3f\n"
-
- "2:" // Loop over columns
- "ldr q8, [inptr8], #0x10\n"
- "prfm pldl1keep, [%x[inptr], #196]\n"
- "fadd v16.4s, v0.4s, v1.4s\n"
-
- "ldr q9, [inptr9], #0x10\n"
- "prfm pldl1keep, [inptr1, #196]\n"
- "fsub v17.4s, v1.4s, v2.4s\n"
-
- "ldr q10, [inptr10], #0x10\n"
- "prfm pldl1keep, [inptr2, #196]\n"
- "fadd v16.4s, v16.4s, v2.4s\n"
-
- "ldr q11, [inptr11], #0x10\n"
- "prfm pldl1keep, [inptr3, #196]\n"
- "fsub v17.4s, v17.4s, v3.4s\n"
-
- "ldr q12, [inptr12], #0x10\n"
- "prfm pldl1keep, [inptr4, #196]\n"
- "str q16, [%x[outptr]], #0x10\n"
-
- "ldr q13, [inptr13], #0x10\n"
- "prfm pldl1keep, [inptr5, #196]\n"
- "str q17, [outptr1], #0x10\n"
-
- "ldr q14, [inptr14], #0x10\n"
- "prfm pldl1keep, [inptr6, #196]\n"
- "fadd v16.4s, v4.4s, v5.4s\n"
-
- "ldr q15, [inptr15], #0x10\n"
- "prfm pldl1keep, [inptr7, #196]\n"
- "fsub v17.4s, v5.4s, v6.4s\n"
-
- "ldr q0, [%x[inptr]], #0x10\n"
- "prfm pldl1keep, [inptr8, #196]\n"
- "fadd v16.4s, v16.4s, v6.4s\n"
-
- "ldr q1, [inptr1], #0x10\n"
- "prfm pldl1keep, [inptr9, #196]\n"
- "fsub v17.4s, v17.4s, v7.4s\n"
-
- "ldr q2, [inptr2], #0x10\n"
- "prfm pldl1keep, [inptr10, #196]\n"
- "str q16, [outptr2], #0x10\n"
-
- "ldr q3, [inptr3], #0x10\n"
- "prfm pldl1keep, [inptr11, #196]\n"
- "str q17, [outptr3], #0x10\n"
-
- "ldr q4, [inptr4], #0x10\n"
- "prfm pldl1keep, [inptr12, #196]\n"
- "fadd v16.4s, v8.4s, v9.4s\n"
-
- "ldr q5, [inptr5], #0x10\n"
- "prfm pldl1keep, [inptr13, #196]\n"
- "fsub v17.4s, v9.4s, v10.4s\n"
-
- "ldr q6, [inptr6], #0x10\n"
- "prfm pldl1keep, [inptr14, #196]\n"
- "fadd v16.4s, v16.4s, v10.4s\n"
-
- "ldr q7, [inptr7], #0x10\n"
- "prfm pldl1keep, [inptr15, #196]\n"
- "fsub v17.4s, v17.4s, v11.4s\n"
-
- "str q16, [outptr4], #0x10\n"
- "fadd v16.4s, v12.4s, v13.4s\n"
- "fsub v18.4s, v13.4s, v14.4s\n"
-
- "str q17, [outptr5], #0x10\n"
- "fadd v16.4s, v16.4s, v14.4s\n"
- "fsub v18.4s, v18.4s, v15.4s\n"
-
- "str q16, [outptr6], #0x10\n"
- "subs column, column, #0x4\n"
-
- "str q18, [outptr7], #0x10\n"
- "bne 2b\n"
-
- "3:" // Tail
- "ldr q8, [inptr8], #0x10\n"
- "prfm pldl1keep, [%x[inptr], #196]\n"
- "fadd v16.4s, v0.4s, v1.4s\n"
-
- "ldr q9, [inptr9], #0x10\n"
- "prfm pldl1keep, [inptr1, #196]\n"
- "fsub v17.4s, v1.4s, v2.4s\n"
-
- "ldr q10, [inptr10], #0x10\n"
- "prfm pldl1keep, [inptr2, #196]\n"
- "fadd v16.4s, v16.4s, v2.4s\n"
-
- "ldr q11, [inptr11], #0x10\n"
- "prfm pldl1keep, [inptr3, #196]\n"
- "fsub v17.4s, v17.4s, v3.4s\n"
-
- "ldr q12, [inptr12], #0x10\n"
- "prfm pldl1keep, [inptr4, #196]\n"
- "str q16, [%x[outptr]], #0x10\n"
-
- "ldr q13, [inptr13], #0x10\n"
- "prfm pldl1keep, [inptr5, #196]\n"
- "str q17, [outptr1], #0x10\n"
-
- "ldr q14, [inptr14], #0x10\n"
- "prfm pldl1keep, [inptr6, #196]\n"
- "fadd v16.4s, v4.4s, v5.4s\n"
-
- "ldr q15, [inptr15], #0x10\n"
- "prfm pldl1keep, [inptr7, #196]\n"
- "fsub v17.4s, v5.4s, v6.4s\n"
-
- "prfm pldl1keep, [inptr8, #196]\n"
- "prfm pldl1keep, [inptr9, #196]\n"
- "fadd v16.4s, v16.4s, v6.4s\n"
-
- "prfm pldl1keep, [inptr10, #196]\n"
- "prfm pldl1keep, [inptr11, #196]\n"
- "fsub v17.4s, v17.4s, v7.4s\n"
-
- "prfm pldl1keep, [inptr12, #196]\n"
- "prfm pldl1keep, [inptr13, #196]\n"
- "str q16, [outptr2], #0x10\n"
-
- "prfm pldl1keep, [inptr14, #196]\n"
- "prfm pldl1keep, [inptr15, #196]\n"
- "str q17, [outptr3], #0x10\n"
-
- "fadd v16.4s, v8.4s, v9.4s\n"
- "fsub v17.4s, v9.4s, v10.4s\n"
-
- "fadd v16.4s, v16.4s, v10.4s\n"
- "fsub v17.4s, v17.4s, v11.4s\n"
-
- "str q16, [outptr4], #0x10\n"
- "fadd v16.4s, v12.4s, v13.4s\n"
- "fsub v18.4s, v13.4s, v14.4s\n"
-
- "str q17, [outptr5], #0x10\n"
- "fadd v16.4s, v16.4s, v14.4s\n"
- "fsub v18.4s, v18.4s, v15.4s\n"
-
- "str q16, [outptr6], #0x10\n"
- "str q18, [outptr7], #0x10\n"
-
- "subs %x[row], %x[row], #0x1\n"
- "bne 1b\n"
-
- ".unreq inptr1\n"
- ".unreq inptr2\n"
- ".unreq inptr3\n"
- ".unreq inptr4\n"
- ".unreq inptr5\n"
- ".unreq inptr6\n"
- ".unreq inptr7\n"
- ".unreq inptr8\n"
- ".unreq inptr9\n"
- ".unreq inptr10\n"
- ".unreq inptr11\n"
- ".unreq inptr12\n"
- ".unreq inptr13\n"
- ".unreq inptr14\n"
- ".unreq inptr15\n"
- ".unreq outptr1\n"
- ".unreq outptr2\n"
- ".unreq outptr3\n"
- ".unreq outptr4\n"
- ".unreq outptr5\n"
- ".unreq outptr6\n"
- ".unreq outptr7\n"
-
- : [row] "+r" (row),
- [inptr] "+r" (inptr),
- [outptr] "+r" (outptr)
- : [n_channels] "r" (n_channels),
- [sizeof_float] "i" (sizeof(float))
- : "q0", "q1", "q2", "q3", "q4", "q5", "q6", "q7", "q8", "q9", "q10", "q11",
- "q12", "q13", "q14", "q15", "q16", "q17", "x0", "x1", "x2", "x3", "x4",
- "x5", "x6", "x7", "x8", "x9", "x10", "x11", "x12", "x13", "x14", "x15",
- "x16", "x17", "x18", "x19", "x20", "x21", "x22", "cc", "memory"
- );
-}
-
-/*****************************************************************************/
-// Compute ZFZ^T specializations
-
-template <>
-template <>
-inline void winograd::Winograd2x2_3x3GemmOutput_TwoStage<float>::compute_zfzT<false, false, 0>(
- const Tensor4DShape &output_shape,
- float* const output, const float* const input
-) {
- const int tile_M = output_shape.n_rows / 2;
- const int tile_N = output_shape.n_cols / 2;
- int batch = output_shape.n_batches;
- float *outptr = output;
- const float *inptr = input;
-
- asm volatile (
- // Compute input pointers
- "inptr1 .req x0\n"
- "inptr2 .req x1\n"
- "inptr3 .req x2\n"
- "inptr4 .req x3\n"
- "inptr5 .req x4\n"
- "inptr6 .req x5\n"
- "inptr7 .req x6\n"
- "inptr8 .req x7\n"
-
- "mstride .req x8\n"
- "mul mstride, %x[tile_M], %x[tile_N]\n"
- "mul mstride, mstride, %x[n_channels]\n"
- "lsl mstride, mstride, #2\n" // * sizeof(float)
-
- "add inptr1, %[inptr], mstride\n"
- "add inptr2, inptr1, mstride\n"
- "add inptr3, inptr2, mstride\n"
- "add inptr4, inptr3, mstride\n"
- "add inptr5, inptr4, mstride\n"
- "add inptr6, inptr5, mstride\n"
- "add inptr7, inptr6, mstride\n"
- "add inptr8, inptr7, mstride\n"
-
- ".unreq mstride\n"
-
- // Compute initial output pointers
- "outptr01 .req x8\n"
- "outptr10 .req x9\n"
- "outptr11 .req x10\n"
-
- "add outptr01, %x[outptr], %x[n_channels], LSL #2\n"
- "add outptr10, %x[outptr], %x[row_stride], LSL #2\n"
- "add outptr11, outptr10, %x[n_channels], LSL #2\n"
-
- "tile_i .req x11\n"
- "tile_j .req x12\n"
- "channel .req x13\n"
-
- "1:" // Loop over batches
- "mov tile_i, %x[tile_M]\n"
-
- "2:" // Loop over rows of output tiles
- "mov tile_j, %x[tile_N]\n"
-
- "3:" // Loop over columns of output tiles
- "ldr q0, [%x[inptr]], #0x10\n"
- "ldr q2, [inptr2], #0x10\n"
- "subs channel, %x[n_channels], #0x4\n"
-
- "ldr q1, [inptr1], #0x10\n"
- "ldr q3, [inptr3], #0x10\n"
- "beq 6f\n"
-
- "4:"
- "ldr q4, [inptr4], #0x10\n"
- "ldr q5, [inptr5], #0x10\n"
- "fadd v16.4s, v0.4s, v2.4s\n"
-
- "ldr q6, [inptr6], #0x10\n"
- "ldr q7, [inptr7], #0x10\n"
- "fadd v17.4s, v1.4s, v3.4s\n"
-
- "ldr q8, [%x[inptr]], #0x10\n"
- "ldr q10, [inptr2], #0x10\n"
- "fadd v16.4s, v16.4s, v4.4s\n"
-
- "ldr q9, [inptr1], #0x10\n"
- "ldr q11, [inptr3], #0x10\n"
- "fadd v17.4s, v17.4s, v5.4s\n"
-
- "str q16, [%x[outptr]], #0x10\n"
- "prfm pldl1strm, [%x[inptr], #196]\n"
- "fsub v18.4s, v2.4s, v4.4s\n"
-
- "str q17, [outptr01], #0x10\n"
- "prfm pldl1strm, [inptr2, #196]\n"
- "fsub v19.4s, v3.4s, v5.4s\n"
-
- "prfm pldl1strm, [inptr1, #196]\n"
- "prfm pldl1strm, [inptr3, #196]\n"
- "fsub v18.4s, v18.4s, v6.4s\n"
-
- "prfm pldl1strm, [inptr4, #196]\n"
- "prfm pldl1strm, [inptr5, #196]\n"
- "fsub v19.4s, v19.4s, v7.4s\n"
-
- "str q18, [outptr10], #0x10\n"
- "prfm pldl1strm, [inptr6, #196]\n"
- "prfm pldl1strm, [inptr7, #196]\n"
-
- "subs channel, channel, #0x4\n"
-
- "str q19, [outptr11], #0x10\n"
- "beq 6f\n" // Branch to tail
-
- "ldr q12, [inptr4], #0x10\n"
- "ldr q13, [inptr5], #0x10\n"
- "fadd v16.4s, v8.4s, v10.4s\n"
-
- "ldr q14, [inptr6], #0x10\n"
- "ldr q15, [inptr7], #0x10\n"
- "fadd v17.4s, v9.4s, v11.4s\n"
-
- "ldr q0, [%x[inptr]], #0x10\n"
- "ldr q2, [inptr2], #0x10\n"
- "fadd v16.4s, v16.4s, v12.4s\n"
-
- "ldr q1, [inptr1], #0x10\n"
- "ldr q3, [inptr3], #0x10\n"
- "fadd v17.4s, v17.4s, v13.4s\n"
-
- "str q16, [%x[outptr]], #0x10\n"
- "prfm pldl1strm, [%x[inptr], #196]\n"
- "fsub v18.4s, v10.4s, v12.4s\n"
-
- "str q17, [outptr01], #0x10\n"
- "prfm pldl1strm, [inptr2, #196]\n"
- "fsub v19.4s, v11.4s, v13.4s\n"
-
- "prfm pldl1strm, [inptr1, #196]\n"
- "prfm pldl1strm, [inptr3, #196]\n"
- "fsub v18.4s, v18.4s, v14.4s\n"
-
- "prfm pldl1strm, [inptr4, #196]\n"
- "prfm pldl1strm, [inptr5, #196]\n"
- "fsub v19.4s, v19.4s, v15.4s\n"
-
- "str q18, [outptr10], #0x10\n"
- "prfm pldl1strm, [inptr6, #196]\n"
- "prfm pldl1strm, [inptr7, #196]\n"
-
- "subs channel, channel, #0x4\n"
-
- "str q19, [outptr11], #0x10\n"
- "bne 4b\n" // Continue loop
-
- "5:" // Tail
- "ldr q12, [inptr4], #0x10\n"
- "ldr q13, [inptr5], #0x10\n"
- "fadd v16.4s, v8.4s, v10.4s\n"
-
- "ldr q14, [inptr6], #0x10\n"
- "ldr q15, [inptr7], #0x10\n"
- "fadd v17.4s, v9.4s, v11.4s\n"
-
- "fadd v16.4s, v16.4s, v12.4s\n"
-
- "fadd v17.4s, v17.4s, v13.4s\n"
-
- "str q16, [%x[outptr]], #0x10\n"
- "fsub v18.4s, v10.4s, v12.4s\n"
- "fsub v19.4s, v11.4s, v13.4s\n"
-
- "str q17, [outptr01], #0x10\n"
- "fsub v18.4s, v18.4s, v14.4s\n"
- "fsub v19.4s, v19.4s, v15.4s\n"
-
- "str q18, [outptr10], #0x10\n"
- "str q19, [outptr11], #0x10\n"
- "b 7f\n"
-
- "6:" // Tail
- "ldr q4, [inptr4], #0x10\n"
- "ldr q5, [inptr5], #0x10\n"
- "fadd v16.4s, v0.4s, v2.4s\n"
-
- "ldr q6, [inptr6], #0x10\n"
- "ldr q7, [inptr7], #0x10\n"
- "fadd v17.4s, v1.4s, v3.4s\n"
-
- "fadd v16.4s, v16.4s, v4.4s\n"
-
- "fadd v17.4s, v17.4s, v5.4s\n"
-
- "str q16, [%x[outptr]], #0x10\n"
- "fsub v18.4s, v2.4s, v4.4s\n"
- "fsub v19.4s, v3.4s, v5.4s\n"
-
- "str q17, [outptr01], #0x10\n"
- "fsub v18.4s, v18.4s, v6.4s\n"
- "fsub v19.4s, v19.4s, v7.4s\n"
-
- "str q18, [outptr10], #0x10\n"
- "str q19, [outptr11], #0x10\n"
-
- "7:"
- "add %x[outptr], %x[outptr], %x[n_channels], LSL #2\n"
- "add outptr01, outptr01, %x[n_channels], LSL #2\n"
- "add outptr10, outptr10, %x[n_channels], LSL #2\n"
- "add outptr11, outptr11, %x[n_channels], LSL #2\n"
-
- "subs tile_j, tile_j, #1\n"
- "bne 3b\n"
-
- // Progress the output pointers to the new row
- "add %x[outptr], %x[outptr], %x[row_stride], LSL #2\n"
- "add outptr01, outptr01, %x[row_stride], LSL #2\n"
- "add outptr10, outptr10, %x[row_stride], LSL #2\n"
- "add outptr11, outptr11, %x[row_stride], LSL #2\n"
-
- "subs tile_i, tile_i, #1\n"
- "bne 2b\n"
-
- "subs %[batch], %[batch], #1\n"
- "bne 1b\n"
- "5:"
-
- ".unreq inptr1\n"
- ".unreq inptr2\n"
- ".unreq inptr3\n"
- ".unreq inptr4\n"
- ".unreq inptr5\n"
- ".unreq inptr6\n"
- ".unreq inptr7\n"
- ".unreq inptr8\n"
- ".unreq outptr01\n"
- ".unreq outptr10\n"
- ".unreq outptr11\n"
- : [batch] "+r" (batch),
- [outptr] "+r" (outptr),
- [inptr] "+r" (inptr)
- : [tile_M] "r" (tile_M),
- [tile_N] "r" (tile_N),
- [n_channels] "r" (output_shape.n_channels),
- [row_stride] "r" (output_shape.n_cols * output_shape.n_channels)
- : "x0", "x1", "x2", "x3", "x4", "x5", "x6", "x7", "x8", "x9", "x10", "x11",
- "x12", "x13", "q0", "q1", "q2", "q3", "q4", "q5", "q6", "q7", "q8", "q9",
- "cc", "memory"
- );
-}
-/*****************************************************************************/
-
-/*****************************************************************************/
-template <>
-inline void winograd::Winograd2x2_3x3GemmOutput_TwoStage<float>::execute(
- const Tensor4DShape &output_shape,
- float* const matrices[16], float* const output
-) {
- // profiler prof;
-
- // Allocate memory for the intermediate matrices
- const int tile_M = iceildiv(output_shape.n_rows, 2);
- const int tile_N = iceildiv(output_shape.n_cols, 2);
- const int n_rows = output_shape.n_batches * tile_M * tile_N;
- const int n_channels = output_shape.n_channels;
- float* matrices_zf = reinterpret_cast<float*>(
- calloc(8 * n_rows * n_channels, sizeof(float))
- );
-
- // Perform the first stage transform, computing ZF.
- const auto f_compute_zf = [&] () {
- switch (n_channels % 4) {
- case 0:
- compute_zf<0>(n_rows, n_channels, matrices_zf, matrices);
- break;
- case 1:
- compute_zf<1>(n_rows, n_channels, matrices_zf, matrices);
- break;
- case 2:
- compute_zf<2>(n_rows, n_channels, matrices_zf, matrices);
- break;
- case 3:
- compute_zf<3>(n_rows, n_channels, matrices_zf, matrices);
- };
- };
- // prof("Compute ZF", f_compute_zf, 16 * n_rows * n_channels * sizeof(float), 0, 8 * n_rows * n_channels * sizeof(float));
- f_compute_zf();
-
- // Perform the second stage transform, finishing Z F Z^T - variable dispatch
- // based on size of the output and the channel tail.
- const auto f_compute_zfzT = [&] () {
- if (output_shape.n_rows % 2 && output_shape.n_cols % 2) {
- constexpr bool tail_M = true, tail_N = true;
- switch (n_channels % 4) {
- case 0:
- compute_zfzT<tail_M, tail_N, 0>(output_shape, output, matrices_zf);
- break;
- case 1:
- compute_zfzT<tail_M, tail_N, 1>(output_shape, output, matrices_zf);
- break;
- case 2:
- compute_zfzT<tail_M, tail_N, 2>(output_shape, output, matrices_zf);
- break;
- case 3:
- compute_zfzT<tail_M, tail_N, 3>(output_shape, output, matrices_zf);
- }
- } else if (output_shape.n_rows % 2) {
- constexpr bool tail_M = true, tail_N = false;
- switch (n_channels % 4) {
- case 0:
- compute_zfzT<tail_M, tail_N, 0>(output_shape, output, matrices_zf);
- break;
- case 1:
- compute_zfzT<tail_M, tail_N, 1>(output_shape, output, matrices_zf);
- break;
- case 2:
- compute_zfzT<tail_M, tail_N, 2>(output_shape, output, matrices_zf);
- break;
- case 3:
- compute_zfzT<tail_M, tail_N, 3>(output_shape, output, matrices_zf);
- }
- } else if (output_shape.n_cols % 2) {
- constexpr bool tail_M = false, tail_N = true;
- switch (n_channels % 4) {
- case 0:
- compute_zfzT<tail_M, tail_N, 0>(output_shape, output, matrices_zf);
- break;
- case 1:
- compute_zfzT<tail_M, tail_N, 1>(output_shape, output, matrices_zf);
- break;
- case 2:
- compute_zfzT<tail_M, tail_N, 2>(output_shape, output, matrices_zf);
- break;
- case 3:
- compute_zfzT<tail_M, tail_N, 3>(output_shape, output, matrices_zf);
- }
- } else {
- constexpr bool tail_M = false, tail_N = false;
- switch (n_channels % 4) {
- case 0:
- compute_zfzT<tail_M, tail_N, 0>(output_shape, output, matrices_zf);
- break;
- case 1:
- compute_zfzT<tail_M, tail_N, 1>(output_shape, output, matrices_zf);
- break;
- case 2:
- compute_zfzT<tail_M, tail_N, 2>(output_shape, output, matrices_zf);
- break;
- case 3:
- compute_zfzT<tail_M, tail_N, 3>(output_shape, output, matrices_zf);
- }
- }
- };
- // prof("Compute ZFZT", f_compute_zfzT, 8 * n_rows * n_channels * sizeof(float), 0, 4 * n_rows * n_channels * sizeof(float));
- f_compute_zfzT();
-
- free(reinterpret_cast<void*>(matrices_zf));
-}
-/*****************************************************************************/
-
-#endif // __aarch64__
generated by cgit v1.2.1 (git 2.23.0) at 2024-05-29 15:12:17 +0000