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diff --git a/src/core/NEON/kernels/arm_conv/pooling/kernels/a64_fp16_nhwc_max_generic_depthfirst/generic.cpp b/src/core/NEON/kernels/arm_conv/pooling/kernels/a64_fp16_nhwc_max_generic_depthfirst/generic.cpp
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index 0000000000..c92e2cdebd
--- /dev/null
+++ b/src/core/NEON/kernels/arm_conv/pooling/kernels/a64_fp16_nhwc_max_generic_depthfirst/generic.cpp
@@ -0,0 +1,345 @@
+/*
+ * Copyright (c) 2021-2023 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 <cstdint>
+#include <cstddef>
+
+#if defined(__aarch64__) && defined(__ARM_FP16_ARGS) && defined(__ARM_FEATURE_FP16_VECTOR_ARITHMETIC)
+
+namespace arm_conv {
+namespace pooling {
+
+
+void a64_fp16_nhwc_max_generic_depthfirst_impl(
+ const uint64_t,
+ const uint64_t n_valid_cells,
+ uint64_t n_channels,
+ const __fp16 *const *const inptrs,
+ __fp16 *outptr
+)
+{
+ __asm__ __volatile__(
+ "cmp %x[n_channels], #0x20\n"
+ "mov x27, #0x0\n"
+ "mov x26, #0x10\n" // cntb _, ALL, #1
+ "mov x24, #0x20\n" // cntb _, ALL, #2
+ "mov x23, #0x30\n" // cntb _, ALL, #3
+ "blt 7f\n"
+ "1:" // 4-vectors of channels
+ "mov w20, #0xfc00\n"
+ "lsr x25, %x[n_valid_cells], #0x2\n"
+ "dup v8.8h, w20\n"
+ "dup v7.8h, w20\n"
+ "dup v6.8h, w20\n"
+ "dup v5.8h, w20\n"
+ "mov x22, %x[inptrs]\n"
+ "cbz x25, 4f\n"
+ "ldp x21, x20, [x22, #0x0]\n"
+ "ldr q4, [x21, x27]\n"
+ "subs x25, x25, #0x1\n"
+ "ldr q3, [x20, x27]\n"
+ "ldr q2, [x21, x26]\n"
+ "ldr q1, [x20, x26]\n"
+ "ldr q0, [x21, x24]\n"
+ "ldr q31, [x20, x24]\n"
+ "ldr q30, [x21, x23]\n"
+ "ldr q29, [x20, x23]\n"
+ "ldp x21, x20, [x22, #0x10]\n"
+ "add x22, x22, #0x20\n"
+ "ldr q28, [x21, x27]\n"
+ "ldr q22, [x20, x27]\n"
+ "ldr q27, [x21, x26]\n"
+ "ldr q21, [x20, x26]\n"
+ "ldr q26, [x21, x24]\n"
+ "ldr q20, [x20, x24]\n"
+ "ldr q25, [x21, x23]\n"
+ "ldr q24, [x20, x23]\n"
+ "beq 3f\n"
+ "2:" // 4-vectors of channels: 4 inputs loop
+ "fmax v23.8h, v4.8h, v3.8h\n"
+ "fmax v19.8h, v28.8h, v22.8h\n"
+ "ldp x21, x20, [x22, #0x0]\n"
+ "ldr q4, [x21, x27]\n"
+ "ldr q3, [x20, x27]\n"
+ "fmax v22.8h, v2.8h, v1.8h\n"
+ "ldr q2, [x21, x26]\n"
+ "fmax v18.8h, v27.8h, v21.8h\n"
+ "ldr q1, [x20, x26]\n"
+ "fmax v21.8h, v0.8h, v31.8h\n"
+ "ldr q0, [x21, x24]\n"
+ "fmax v17.8h, v26.8h, v20.8h\n"
+ "ldr q31, [x20, x24]\n"
+ "fmax v20.8h, v30.8h, v29.8h\n"
+ "ldr q30, [x21, x23]\n"
+ "fmax v16.8h, v25.8h, v24.8h\n"
+ "ldr q29, [x20, x23]\n"
+ "fmax v19.8h, v23.8h, v19.8h\n"
+ "fmax v18.8h, v22.8h, v18.8h\n"
+ "ldp x21, x20, [x22, #0x10]\n"
+ "ldr q28, [x21, x27]\n"
+ "ldr q22, [x20, x27]\n"
+ "fmax v17.8h, v21.8h, v17.8h\n"
+ "fmax v16.8h, v20.8h, v16.8h\n"
+ "ldr q27, [x21, x26]\n"
+ "ldr q21, [x20, x26]\n"
+ "subs x25, x25, #0x1\n"
+ "fmax v8.8h, v8.8h, v19.8h\n"
+ "ldr q26, [x21, x24]\n"
+ "ldr q20, [x20, x24]\n"
+ "fmax v7.8h, v7.8h, v18.8h\n"
+ "fmax v6.8h, v6.8h, v17.8h\n"
+ "ldr q25, [x21, x23]\n"
+ "ldr q24, [x20, x23]\n"
+ "fmax v5.8h, v5.8h, v16.8h\n"
+ "add x22, x22, #0x20\n"
+ "bgt 2b\n"
+ "3:" // 4-vectors of channels: 4 inputs tail
+ "fmax v23.8h, v4.8h, v3.8h\n"
+ "fmax v19.8h, v28.8h, v22.8h\n"
+ "fmax v22.8h, v2.8h, v1.8h\n"
+ "fmax v18.8h, v27.8h, v21.8h\n"
+ "fmax v21.8h, v0.8h, v31.8h\n"
+ "fmax v17.8h, v26.8h, v20.8h\n"
+ "fmax v20.8h, v30.8h, v29.8h\n"
+ "fmax v16.8h, v25.8h, v24.8h\n"
+ "fmax v19.8h, v23.8h, v19.8h\n"
+ "fmax v18.8h, v22.8h, v18.8h\n"
+ "fmax v17.8h, v21.8h, v17.8h\n"
+ "fmax v16.8h, v20.8h, v16.8h\n"
+ "fmax v8.8h, v8.8h, v19.8h\n"
+ "fmax v7.8h, v7.8h, v18.8h\n"
+ "fmax v6.8h, v6.8h, v17.8h\n"
+ "fmax v5.8h, v5.8h, v16.8h\n"
+ "4:" // 4-vectors of channels: After loop
+ "ands x21, %x[n_valid_cells], #0x3\n"
+ "beq 6f\n"
+ "5:" // 4-vectors of channels: Single input loop
+ "ldr x20, [x22], #0x8\n"
+ "ldr q16, [x20, x27]\n"
+ "subs x21, x21, #0x1\n"
+ "fmax v8.8h, v8.8h, v16.8h\n"
+ "ldr q17, [x20, x26]\n"
+ "ldr q16, [x20, x24]\n"
+ "fmax v7.8h, v7.8h, v17.8h\n"
+ "fmax v6.8h, v6.8h, v16.8h\n"
+ "ldr q16, [x20, x23]\n"
+ "fmax v5.8h, v5.8h, v16.8h\n"
+ "bgt 5b\n"
+ "6:" // 4-vectors of channels: Single input loop: End
+ "sub %x[n_channels], %x[n_channels], #0x20\n"
+ "cmp %x[n_channels], #0x20\n"
+ "str q8, [%x[outptr], x27]\n"
+ "str q7, [%x[outptr], x26]\n"
+ "add x27, x27, #0x40\n"
+ "add x26, x26, #0x40\n"
+ "str q6, [%x[outptr], x24]\n"
+ "add x24, x24, #0x40\n"
+ "str q5, [%x[outptr], x23]\n"
+ "add x23, x23, #0x40\n"
+ "bge 1b\n"
+ "cbz %x[n_channels], 31f\n"
+ "7:" // Single vector of channels
+ "cmp %x[n_channels], #0x8\n"
+ "blt 14f\n"
+ "8:" // Single vector of channels: Loop
+ "mov w20, #0xfc00\n"
+ "lsr x25, %x[n_valid_cells], #0x2\n"
+ "dup v8.8h, w20\n"
+ "mov x22, %x[inptrs]\n"
+ "cbz x25, 11f\n"
+ "ldp x21, x20, [x22, #0x0]\n"
+ "ldr q4, [x21, x27]\n"
+ "subs x25, x25, #0x1\n"
+ "ldr q3, [x20, x27]\n"
+ "ldp x21, x20, [x22, #0x10]\n"
+ "add x22, x22, #0x20\n"
+ "ldr q28, [x21, x27]\n"
+ "ldr q22, [x20, x27]\n"
+ "beq 10f\n"
+ "9:" // Single vector of channels: Loop: 4 inputs loop
+ "fmax v17.8h, v4.8h, v3.8h\n"
+ "fmax v16.8h, v28.8h, v22.8h\n"
+ "ldp x21, x20, [x22, #0x0]\n"
+ "ldr q4, [x21, x27]\n"
+ "ldr q3, [x20, x27]\n"
+ "fmax v16.8h, v17.8h, v16.8h\n"
+ "ldp x21, x20, [x22, #0x10]\n"
+ "subs x25, x25, #0x1\n"
+ "ldr q28, [x21, x27]\n"
+ "ldr q22, [x20, x27]\n"
+ "fmax v8.8h, v8.8h, v16.8h\n"
+ "add x22, x22, #0x20\n"
+ "bgt 9b\n"
+ "10:" // Single vector of channels: Loop: 4 inputs tail
+ "fmax v17.8h, v4.8h, v3.8h\n"
+ "fmax v16.8h, v28.8h, v22.8h\n"
+ "fmax v16.8h, v17.8h, v16.8h\n"
+ "fmax v8.8h, v8.8h, v16.8h\n"
+ "11:" // Single vector of channels: Loop: After loop
+ "ands x21, %x[n_valid_cells], #0x3\n"
+ "beq 13f\n"
+ "12:" // Single vector of channels: Loop: Single input loop
+ "ldr x20, [x22], #0x8\n"
+ "ldr q16, [x20, x27]\n"
+ "subs x21, x21, #0x1\n"
+ "fmax v8.8h, v8.8h, v16.8h\n"
+ "bgt 12b\n"
+ "13:" // Single vector of channels: Loop: Single input loop: End
+ "sub %x[n_channels], %x[n_channels], #0x8\n"
+ "cmp %x[n_channels], #0x8\n"
+ "str q8, [%x[outptr], x27]\n"
+ "add x27, x27, #0x10\n"
+ "bge 8b\n"
+ "cbz %x[n_channels], 31f\n"
+ "14:" // Oddments
+ "mov w20, #0xfc00\n"
+ "lsr x25, %x[n_valid_cells], #0x2\n"
+ "dup v8.8h, w20\n"
+ "add %x[outptr], %x[outptr], x27\n"
+ "mov x24, %x[inptrs]\n"
+ "cbz x25, 20f\n"
+ "15:" // Oddments: 4 inputs loop
+ "ldp x23, x22, [x24, #0x0]\n"
+ "ldp x21, x20, [x24, #0x10]\n"
+ "add x24, x24, #0x20\n"
+ "add x23, x23, x27\n"
+ "add x22, x22, x27\n"
+ "add x21, x21, x27\n"
+ "movi v4.16b, #0x0\n"
+ "movi v3.16b, #0x0\n"
+ "add x20, x20, x27\n"
+ "movi v28.16b, #0x0\n"
+ "movi v22.16b, #0x0\n"
+ "tbz %x[n_channels], #2, 17f\n"
+ "ldr d4, [x23], #0x8\n"
+ "ldr d3, [x22], #0x8\n"
+ "ldr d28, [x21], #0x8\n"
+ "ldr d22, [x20], #0x8\n"
+ "tbz %x[n_channels], #1, 16f\n"
+ "ld1 { v4.s }[2], [x23], #0x4\n"
+ "ld1 { v3.s }[2], [x22], #0x4\n"
+ "ld1 { v28.s }[2], [x21], #0x4\n"
+ "ld1 { v22.s }[2], [x20], #0x4\n"
+ "tbz %x[n_channels], #0, 19f\n"
+ "ld1 { v4.h }[6], [x23], #0x2\n"
+ "ld1 { v3.h }[6], [x22], #0x2\n"
+ "ld1 { v28.h }[6], [x21], #0x2\n"
+ "ld1 { v22.h }[6], [x20], #0x2\n"
+ "b 19f\n"
+ "16:" // Oddments: 4 inputs loop: Load: Bit 2: Bit 1: Unset
+ "tbz %x[n_channels], #0, 19f\n"
+ "ld1 { v4.h }[4], [x23], #0x2\n"
+ "ld1 { v3.h }[4], [x22], #0x2\n"
+ "ld1 { v28.h }[4], [x21], #0x2\n"
+ "ld1 { v22.h }[4], [x20], #0x2\n"
+ "b 19f\n"
+ "17:" // Oddments: 4 inputs loop: Load: Bit 2: Unset
+ "tbz %x[n_channels], #1, 18f\n"
+ "ldr s4, [x23], #0x4\n"
+ "ldr s3, [x22], #0x4\n"
+ "ldr s28, [x21], #0x4\n"
+ "ldr s22, [x20], #0x4\n"
+ "tbz %x[n_channels], #0, 19f\n"
+ "ld1 { v4.h }[2], [x23], #0x2\n"
+ "ld1 { v3.h }[2], [x22], #0x2\n"
+ "ld1 { v28.h }[2], [x21], #0x2\n"
+ "ld1 { v22.h }[2], [x20], #0x2\n"
+ "b 19f\n"
+ "18:" // Oddments: 4 inputs loop: Load: Bit 2: Unset: Bit 1: Unset
+ "tbz %x[n_channels], #0, 19f\n"
+ "ldr h4, [x23], #0x2\n"
+ "ldr h3, [x22], #0x2\n"
+ "ldr h28, [x21], #0x2\n"
+ "ldr h22, [x20], #0x2\n"
+ "19:" // Oddments: 4 inputs loop: Load: Bit 2: End
+ "fmax v17.8h, v4.8h, v3.8h\n"
+ "fmax v16.8h, v28.8h, v22.8h\n"
+ "subs x25, x25, #0x1\n"
+ "fmax v16.8h, v17.8h, v16.8h\n"
+ "fmax v8.8h, v8.8h, v16.8h\n"
+ "bgt 15b\n"
+ "20:" // Oddments: After loop
+ "ands x21, %x[n_valid_cells], #0x3\n"
+ "beq 26f\n"
+ "21:" // Oddments: Single input loop
+ "ldr x23, [x24], #0x8\n"
+ "add x23, x23, x27\n"
+ "movi v4.16b, #0x0\n"
+ "tbz %x[n_channels], #2, 23f\n"
+ "ldr d4, [x23], #0x8\n"
+ "tbz %x[n_channels], #1, 22f\n"
+ "ld1 { v4.s }[2], [x23], #0x4\n"
+ "tbz %x[n_channels], #0, 25f\n"
+ "ld1 { v4.h }[6], [x23], #0x2\n"
+ "b 25f\n"
+ "22:" // Oddments: Single input loop: Load: Bit 2: Bit 1: Unset
+ "tbz %x[n_channels], #0, 25f\n"
+ "ld1 { v4.h }[4], [x23], #0x2\n"
+ "b 25f\n"
+ "23:" // Oddments: Single input loop: Load: Bit 2: Unset
+ "tbz %x[n_channels], #1, 24f\n"
+ "ldr s4, [x23], #0x4\n"
+ "tbz %x[n_channels], #0, 25f\n"
+ "ld1 { v4.h }[2], [x23], #0x2\n"
+ "b 25f\n"
+ "24:" // Oddments: Single input loop: Load: Bit 2: Unset: Bit 1: Unset
+ "tbz %x[n_channels], #0, 25f\n"
+ "ldr h4, [x23], #0x2\n"
+ "25:" // Oddments: Single input loop: Load: Bit 2: End
+ "subs x21, x21, #0x1\n"
+ "fmax v8.8h, v8.8h, v4.8h\n"
+ "bgt 21b\n"
+ "26:" // Oddments: Single input loop: End
+ "tbz %x[n_channels], #2, 28f\n"
+ "st1 { v8.d }[0], [%x[outptr]], #0x8\n"
+ "tbz %x[n_channels], #1, 27f\n"
+ "st1 { v8.s }[2], [%x[outptr]], #0x4\n"
+ "tbz %x[n_channels], #0, 30f\n"
+ "st1 { v8.h }[6], [%x[outptr]], #0x2\n"
+ "b 30f\n"
+ "27:" // Oddments: Store: Bit 2: Bit 1: Unset
+ "tbz %x[n_channels], #0, 30f\n"
+ "st1 { v8.h }[4], [%x[outptr]], #0x2\n"
+ "b 30f\n"
+ "28:" // Oddments: Store: Bit 2: Unset
+ "tbz %x[n_channels], #1, 29f\n"
+ "st1 { v8.s }[0], [%x[outptr]], #0x4\n"
+ "tbz %x[n_channels], #0, 30f\n"
+ "st1 { v8.h }[2], [%x[outptr]], #0x2\n"
+ "b 30f\n"
+ "29:" // Oddments: Store: Bit 2: Unset: Bit 1: Unset
+ "tbz %x[n_channels], #0, 30f\n"
+ "st1 { v8.h }[0], [%x[outptr]], #0x2\n"
+ "30:" // Oddments: Store: Bit 2: End
+ "31:" // End
+ : [n_channels] "+&r" (n_channels), [outptr] "+&r" (outptr)
+ : [inptrs] "r" (inptrs), [n_valid_cells] "r" (n_valid_cells)
+ : "cc", "memory", "v0", "v1", "v2", "v3", "v4", "v5", "v6", "v7", "v8", "v16", "v17", "v18", "v19", "v20", "v21", "v22", "v23", "v24", "v25", "v26", "v27", "v28", "v29", "v30", "v31", "x20", "x21", "x22", "x23", "x24", "x25", "x26", "x27"
+ );
+}
+
+} // namespace pooling
+} // namespace arm_conv
+
+#endif // defined(__aarch64__) && defined(__ARM_FP16_ARGS) && defined(__ARM_FEATURE_FP16_VECTOR_ARITHMETIC)