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Replace ibilinear yaml with table header #7612

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Replace ibilinear yaml with table header #7612

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c2bcc7b
Replace ibilinear yaml with table header
RahulSundarMCW Nov 6, 2024
6002ae2
Declare one definition
RahulSundarMCW Dec 19, 2024
95085f7
Resolve check fails for ARM and AARCH64
RahulSundarMCW Dec 20, 2024
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4 changes: 4 additions & 0 deletions BUILD.bazel
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Expand Up @@ -62,6 +62,7 @@ MICROKERNEL_DEFS = [
"src/f16-dwconv/f16-dwconv-minmax-multipass.h",
"src/f16-dwconv/f16-dwconv-minmax-unipass.h",
"src/f16-f32-vcvt/f16-f32-vcvt.h",
"src/f16-ibilinear/f16-ibilinear.h",
"src/f16-maxpool/f16-maxpool-minmax.h",
"src/f16-pavgpool/f16-pavgpool-minmax.h",
"src/f16-qu8-vcvt/f16-qu8-vcvt.h",
Expand Down Expand Up @@ -108,6 +109,7 @@ MICROKERNEL_DEFS = [
"src/f32-dwconv/f32-dwconv-multipass.h",
"src/f32-dwconv/f32-dwconv-unipass.h",
"src/f32-f16-vcvt/f32-f16-vcvt.h",
"src/f32-ibilinear/f32-ibilinear.h",
"src/f32-maxpool/f32-maxpool-minmax.h",
"src/f32-pavgpool/f32-pavgpool-minmax.h",
"src/f32-qs8-vcvt/f32-qs8-vcvt.h",
Expand Down Expand Up @@ -190,8 +192,10 @@ MICROKERNEL_DEFS = [
"src/qu8-vmul/qu8-vmul-minmax-rndnu.h",
"src/qu8-vmulc/qu8-vmulc-minmax-fp32.h",
"src/qu8-vmulc/qu8-vmulc-minmax-rndnu.h",
"src/s8-ibilinear/s8-ibilinear.h",
"src/s8-maxpool/s8-maxpool-minmax.h",
"src/s8-vclamp/s8-vclamp.h",
"src/u8-ibilinear/u8-ibilinear.h",
"src/u8-maxpool/u8-maxpool-minmax.h",
"src/u8-vclamp/u8-vclamp.h",
"src/xx-fill/xx-fill.h",
Expand Down
8 changes: 4 additions & 4 deletions scripts/generate-tests.sh
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Expand Up @@ -236,10 +236,10 @@ tools/generate-vunary-test.py --ukernel f16-vhswish --output test/f16-vhswish.cc
tools/generate-vunary-test.py --ukernel f32-vhswish --output test/f32-vhswish.cc &

### Tests for IBilinear micro-kernels
tools/generate-ibilinear-test.py --spec test/f16-ibilinear.yaml --output test/f16-ibilinear.cc &
tools/generate-ibilinear-test.py --spec test/f32-ibilinear.yaml --output test/f32-ibilinear.cc &
tools/generate-ibilinear-test.py --spec test/s8-ibilinear.yaml --output test/s8-ibilinear.cc &
tools/generate-ibilinear-test.py --spec test/u8-ibilinear.yaml --output test/u8-ibilinear.cc &
tools/generate-ibilinear-test.py --tester IBilinearMicrokernelTester --ukernel f16-ibilinear --output test/f16-ibilinear.cc &
tools/generate-ibilinear-test.py --tester IBilinearMicrokernelTester --ukernel f32-ibilinear --output test/f32-ibilinear.cc &
tools/generate-ibilinear-test.py --tester IBilinearMicrokernelTester --ukernel s8-ibilinear --output test/s8-ibilinear.cc &
tools/generate-ibilinear-test.py --tester IBilinearMicrokernelTester --ukernel u8-ibilinear --output test/u8-ibilinear.cc &

### Tests for IBilinear CHW layout micro-kernels
tools/generate-ibilinear-chw-test.py --spec test/f16-ibilinear-chw.yaml --output test/f16-ibilinear-chw.cc &
Expand Down
35 changes: 35 additions & 0 deletions src/f16-ibilinear/f16-ibilinear.h
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@@ -0,0 +1,35 @@
// Copyright 2023 Google LLC
//
// This source code is licensed under the BSD-style license found in the
// LICENSE file in the root directory of this source tree.

#ifndef XNN_UKERNEL_WITH_PARAMS
#define XNN_UKERNEL_WITH_PARAMS(arch_flags, ukernel, channel_tile, pixel_tile, datatype, weight_type, params_type, init_params) \
XNN_UKERNEL(arch_flags, ukernel, channel_tile, pixel_tile, datatype, weight_type, params_type, init_params)
#define XNN_DEFINED_UKERNEL_WITH_PARAMS
#endif

#ifndef XNN_UKERNEL
#define XNN_UKERNEL(arch_flags, ukernel, channel_tile, pixel_tile, datatype, weight_type, params_type, init_params) \
XNN_UKERNEL_WITH_PARAMS(arch_flags, ukernel, channel_tile, pixel_tile, datatype, weight_type, void, /*init_params=*/nullptr)
#define XNN_DEFINED_UKERNEL
#endif

#if XNN_ENABLE_ARM_FP16_VECTOR && (XNN_ARCH_ARM || XNN_ARCH_ARM64)
XNN_UKERNEL_WITH_PARAMS(xnn_arch_arm_fp16_arith, xnn_f16_ibilinear_ukernel__neonfp16arith_c8, 8, 1, xnn_float16, xnn_float16, struct xnn_f16_default_params, NULL)
XNN_UKERNEL_WITH_PARAMS(xnn_arch_arm_fp16_arith, xnn_f16_ibilinear_ukernel__neonfp16arith_c16, 16, 1, xnn_float16, xnn_float16, struct xnn_f16_default_params, NULL)
#endif // XNN_ENABLE_ARM_FP16_VECTOR && (XNN_ARCH_ARM || XNN_ARCH_ARM64)

#if XNN_ARCH_X86 || XNN_ARCH_X86_64
XNN_UKERNEL_WITH_PARAMS(xnn_arch_x86_fma3, xnn_f16_ibilinear_ukernel__fma3_c8, 8, 1, xnn_float16, xnn_float16, struct xnn_f16_default_params, NULL)
XNN_UKERNEL_WITH_PARAMS(xnn_arch_x86_fma3, xnn_f16_ibilinear_ukernel__fma3_c16, 16, 1, xnn_float16, xnn_float16, struct xnn_f16_default_params, NULL)
#endif // XNN_ARCH_X86 || XNN_ARCH_X86_64

#ifdef XNN_DEFINED_UKERNEL_WITH_PARAMS
#undef XNN_DEFINED_UKERNEL_WITH_PARAMS
#undef XNN_UKERNEL_WITH_PARAMS
#endif
#ifdef XNN_DEFINED_UKERNEL
#undef XNN_DEFINED_UKERNEL
#undef XNN_UKERNEL
#endif
49 changes: 49 additions & 0 deletions src/f32-ibilinear/f32-ibilinear.h
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// Copyright 2023 Google LLC
//
// This source code is licensed under the BSD-style license found in the
// LICENSE file in the root directory of this source tree.

#ifndef XNN_UKERNEL_WITH_PARAMS
#define XNN_UKERNEL_WITH_PARAMS(arch_flags, ukernel, channel_tile, pixel_tile, datatype, weight_type, params_type, init_params) \
XNN_UKERNEL(arch_flags, ukernel, channel_tile, pixel_tile, datatype, weight_type, params_type, init_params)
#define XNN_DEFINED_UKERNEL_WITH_PARAMS
#endif

#ifndef XNN_UKERNEL
#define XNN_UKERNEL(arch_flags, ukernel, channel_tile, pixel_tile, datatype, weight_type, params_type, init_params) \
XNN_UKERNEL_WITH_PARAMS(arch_flags, ukernel, channel_tile, pixel_tile, datatype, weight_type, void, /*init_params=*/nullptr)
#define XNN_DEFINED_UKERNEL
#endif

XNN_UKERNEL_WITH_PARAMS(0, xnn_f32_ibilinear_ukernel__scalar_c1, 1, 1, float, float, void, nullptr)
XNN_UKERNEL_WITH_PARAMS(0, xnn_f32_ibilinear_ukernel__scalar_c2, 2, 1, float, float, void, nullptr)
XNN_UKERNEL_WITH_PARAMS(0, xnn_f32_ibilinear_ukernel__scalar_c4, 4, 1, float, float, void, nullptr)

#if (XNN_ARCH_ARM || XNN_ARCH_ARM64)
XNN_UKERNEL_WITH_PARAMS(xnn_arch_arm_neon, xnn_f32_ibilinear_ukernel__neon_c4, 4, 1, float, float, struct xnn_f32_default_params, NULL)
XNN_UKERNEL_WITH_PARAMS(xnn_arch_arm_neon, xnn_f32_ibilinear_ukernel__neon_c8, 8, 1, float, float, struct xnn_f32_default_params, NULL)
XNN_UKERNEL_WITH_PARAMS(xnn_arch_arm_neon_fma, xnn_f32_ibilinear_ukernel__neonfma_c4, 4, 1, float, float, struct xnn_f32_default_params, NULL)
XNN_UKERNEL_WITH_PARAMS(xnn_arch_arm_neon_fma, xnn_f32_ibilinear_ukernel__neonfma_c8, 8, 1, float, float, struct xnn_f32_default_params, NULL)
#endif // XNN_ARCH_ARM || XNN_ARCH_ARM64

#if XNN_ARCH_X86 || XNN_ARCH_X86_64
XNN_UKERNEL_WITH_PARAMS(0, xnn_f32_ibilinear_ukernel__sse_c4, 4, 1, float, float, struct xnn_f32_default_params, NULL)
XNN_UKERNEL_WITH_PARAMS(0, xnn_f32_ibilinear_ukernel__sse_c8, 8, 1, float, float, struct xnn_f32_default_params, NULL)
#endif // XNN_ARCH_X86 || XNN_ARCH_X86_64

#if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD
XNN_UKERNEL_WITH_PARAMS(0, xnn_f32_ibilinear_ukernel__wasmsimd_c4, 4, 1, float, float, struct xnn_f32_default_params, NULL)
XNN_UKERNEL_WITH_PARAMS(0, xnn_f32_ibilinear_ukernel__wasmsimd_c8, 8, 1, float, float, struct xnn_f32_default_params, NULL)
XNN_UKERNEL_WITH_PARAMS(0, xnn_f32_ibilinear_ukernel__wasmrelaxedsimd_c4, 4, 1, float, float, struct xnn_f32_default_params, NULL)
XNN_UKERNEL_WITH_PARAMS(0, xnn_f32_ibilinear_ukernel__wasmrelaxedsimd_c8, 8, 1, float, float, struct xnn_f32_default_params, NULL)
#endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD

#ifdef XNN_DEFINED_UKERNEL_WITH_PARAMS
#undef XNN_DEFINED_UKERNEL_WITH_PARAMS
#undef XNN_UKERNEL_WITH_PARAMS
#endif

#ifdef XNN_DEFINED_UKERNEL
#undef XNN_DEFINED_UKERNEL
#undef XNN_UKERNEL
#endif
49 changes: 49 additions & 0 deletions src/s8-ibilinear/s8-ibilinear.h
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// Copyright 2023 Google LLC
//
// This source code is licensed under the BSD-style license found in the
// LICENSE file in the root directory of this source tree.

#ifndef XNN_UKERNEL_WITH_PARAMS
#define XNN_UKERNEL_WITH_PARAMS(arch_flags, ukernel, channel_tile, pixel_tile, datatype, weight_type, params_type, init_params) \
XNN_UKERNEL(arch_flags, ukernel, channel_tile, pixel_tile, datatype, weight_type, params_type, init_params)
#define XNN_DEFINED_UKERNEL_WITH_PARAMS
#endif

#ifndef XNN_UKERNEL
#define XNN_UKERNEL(arch_flags, ukernel, channel_tile, pixel_tile, datatype, weight_type, params_type, init_params) \
XNN_UKERNEL_WITH_PARAMS(arch_flags, ukernel, channel_tile, pixel_tile, datatype, weight_type, void, /*init_params=*/nullptr)
#define XNN_DEFINED_UKERNEL
#endif

XNN_UKERNEL_WITH_PARAMS(0, xnn_s8_ibilinear_ukernel__scalar_c1, 1, 1, int8_t, int16_t, void, nullptr)
XNN_UKERNEL_WITH_PARAMS(0, xnn_s8_ibilinear_ukernel__scalar_c2, 2, 1, int8_t, int16_t, void, nullptr)
XNN_UKERNEL_WITH_PARAMS(0, xnn_s8_ibilinear_ukernel__scalar_c4, 4, 1, int8_t, int16_t, void, nullptr)

#if XNN_ARCH_ARM || XNN_ARCH_ARM64
XNN_UKERNEL_WITH_PARAMS(xnn_arch_arm_neon, xnn_s8_ibilinear_ukernel__neon_c8, 8, 1, int8_t, int16_t, struct xnn_s8_default_params, NULL)
XNN_UKERNEL_WITH_PARAMS(xnn_arch_arm_neon, xnn_s8_ibilinear_ukernel__neon_c16, 16, 1, int8_t, int16_t, struct xnn_s8_default_params, NULL)
#endif // XNN_ARCH_ARM || XNN_ARCH_ARM64

#if XNN_ARCH_X86 || XNN_ARCH_X86_64
XNN_UKERNEL_WITH_PARAMS(0, xnn_s8_ibilinear_ukernel__sse2_c8, 8, 1, int8_t, int16_t, struct xnn_s8_default_params, NULL)
XNN_UKERNEL_WITH_PARAMS(0, xnn_s8_ibilinear_ukernel__sse2_c16, 16, 1, int8_t, int16_t, struct xnn_s8_default_params, NULL)
XNN_UKERNEL_WITH_PARAMS(xnn_arch_x86_sse4_1, xnn_s8_ibilinear_ukernel__sse41_c8, 8, 1, int8_t, int16_t, struct xnn_s8_default_params, NULL)
XNN_UKERNEL_WITH_PARAMS(xnn_arch_x86_sse4_1, xnn_s8_ibilinear_ukernel__sse41_c16, 16, 1, int8_t, int16_t, struct xnn_s8_default_params, NULL)
#endif // XNN_ARCH_X86 || XNN_ARCH_X86_64

#if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD
XNN_UKERNEL_WITH_PARAMS(0, xnn_s8_ibilinear_ukernel__wasmsimd_dot16x2_c8, 8, 1, int8_t, int16_t, struct xnn_s8_default_params, NULL)
XNN_UKERNEL_WITH_PARAMS(0, xnn_s8_ibilinear_ukernel__wasmsimd_dot16x2_c16, 16, 1, int8_t, int16_t, struct xnn_s8_default_params, NULL)
XNN_UKERNEL_WITH_PARAMS(0, xnn_s8_ibilinear_ukernel__wasmsimd_mul32_c8, 8, 1, int8_t, int16_t, struct xnn_s8_default_params, NULL)
XNN_UKERNEL_WITH_PARAMS(0, xnn_s8_ibilinear_ukernel__wasmsimd_mul32_c16, 16, 1, int8_t, int16_t, struct xnn_s8_default_params, NULL)
#endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD

#ifdef XNN_DEFINED_UKERNEL_WITH_PARAMS
#undef XNN_DEFINED_UKERNEL_WITH_PARAMS
#undef XNN_UKERNEL_WITH_PARAMS
#endif

#ifdef XNN_DEFINED_UKERNEL
#undef XNN_DEFINED_UKERNEL
#undef XNN_UKERNEL
#endif
49 changes: 49 additions & 0 deletions src/u8-ibilinear/u8-ibilinear.h
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// Copyright 2023 Google LLC
//
// This source code is licensed under the BSD-style license found in the
// LICENSE file in the root directory of this source tree.

#ifndef XNN_UKERNEL_WITH_PARAMS
#define XNN_UKERNEL_WITH_PARAMS(arch_flags, ukernel, channel_tile, pixel_tile, datatype, weight_type, params_type, init_params) \
XNN_UKERNEL(arch_flags, ukernel, channel_tile, pixel_tile, datatype, weight_type, params_type, init_params)
#define XNN_DEFINED_UKERNEL_WITH_PARAMS
#endif

#ifndef XNN_UKERNEL
#define XNN_UKERNEL(arch_flags, ukernel, channel_tile, pixel_tile, datatype, weight_type, params_type, init_params) \
XNN_UKERNEL_WITH_PARAMS(arch_flags, ukernel, channel_tile, pixel_tile, datatype, weight_type, void, /*init_params=*/nullptr)
#define XNN_DEFINED_UKERNEL
#endif

XNN_UKERNEL_WITH_PARAMS(0, xnn_u8_ibilinear_ukernel__scalar_c1, 1, 1, uint8_t, int16_t, void, nullptr)
XNN_UKERNEL_WITH_PARAMS(0, xnn_u8_ibilinear_ukernel__scalar_c2, 2, 1, uint8_t, int16_t, void, nullptr)
XNN_UKERNEL_WITH_PARAMS(0, xnn_u8_ibilinear_ukernel__scalar_c4, 4, 1, uint8_t, int16_t, void, nullptr)

#if XNN_ARCH_ARM || XNN_ARCH_ARM64
XNN_UKERNEL_WITH_PARAMS(xnn_arch_arm_neon, xnn_u8_ibilinear_ukernel__neon_c8, 8, 1, uint8_t, int16_t, struct xnn_u8_default_params, NULL)
XNN_UKERNEL_WITH_PARAMS(xnn_arch_arm_neon, xnn_u8_ibilinear_ukernel__neon_c16, 16, 1, uint8_t, int16_t, struct xnn_u8_default_params, NULL)
#endif // XNN_ARCH_ARM || XNN_ARCH_ARM64

#if XNN_ARCH_X86 || XNN_ARCH_X86_64
XNN_UKERNEL_WITH_PARAMS(0, xnn_u8_ibilinear_ukernel__sse2_c8, 8, 1, uint8_t, int16_t, struct xnn_u8_default_params, NULL)
XNN_UKERNEL_WITH_PARAMS(0, xnn_u8_ibilinear_ukernel__sse2_c16, 16, 1, uint8_t, int16_t, struct xnn_u8_default_params, NULL)
XNN_UKERNEL_WITH_PARAMS(xnn_arch_x86_sse4_1, xnn_u8_ibilinear_ukernel__sse41_c8, 8, 1, uint8_t, int16_t, struct xnn_u8_default_params, NULL)
XNN_UKERNEL_WITH_PARAMS(xnn_arch_x86_sse4_1, xnn_u8_ibilinear_ukernel__sse41_c16, 16, 1, uint8_t, int16_t, struct xnn_u8_default_params, NULL)
#endif // XNN_ARCH_X86 || XNN_ARCH_X86_64

#if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD
XNN_UKERNEL_WITH_PARAMS(0, xnn_u8_ibilinear_ukernel__wasmsimd_dot16x2_c8, 8, 1, uint8_t, int16_t, struct xnn_u8_default_params, NULL)
XNN_UKERNEL_WITH_PARAMS(0, xnn_u8_ibilinear_ukernel__wasmsimd_dot16x2_c16, 16, 1, uint8_t, int16_t, struct xnn_u8_default_params, NULL)
XNN_UKERNEL_WITH_PARAMS(0, xnn_u8_ibilinear_ukernel__wasmsimd_mul32_c8, 8, 1, uint8_t, int16_t, struct xnn_u8_default_params, NULL)
XNN_UKERNEL_WITH_PARAMS(0, xnn_u8_ibilinear_ukernel__wasmsimd_mul32_c16, 16, 1, uint8_t, int16_t, struct xnn_u8_default_params, NULL)
#endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD

#ifdef XNN_DEFINED_UKERNEL_WITH_PARAMS
#undef XNN_DEFINED_UKERNEL_WITH_PARAMS
#undef XNN_UKERNEL_WITH_PARAMS
#endif

#ifdef XNN_DEFINED_UKERNEL
#undef XNN_DEFINED_UKERNEL
#undef XNN_UKERNEL
#endif
109 changes: 9 additions & 100 deletions src/xnnpack/ibilinear.h
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Expand Up @@ -16,111 +16,20 @@ extern "C" {
#endif


#define DECLARE_F16_IBILINEAR_UKERNEL_FUNCTION(fn_name) \
XNN_INTERNAL void fn_name( \
size_t output_pixels, \
size_t channels, \
const xnn_float16** input, \
size_t input_offset, \
const xnn_float16* weights, \
xnn_float16* output, \
size_t output_increment);

DECLARE_F16_IBILINEAR_UKERNEL_FUNCTION(xnn_f16_ibilinear_ukernel__fma3_c8)
DECLARE_F16_IBILINEAR_UKERNEL_FUNCTION(xnn_f16_ibilinear_ukernel__fma3_c16)

DECLARE_F16_IBILINEAR_UKERNEL_FUNCTION(xnn_f16_ibilinear_ukernel__neonfp16arith_c8)
DECLARE_F16_IBILINEAR_UKERNEL_FUNCTION(xnn_f16_ibilinear_ukernel__neonfp16arith_c16)


#define DECLARE_F32_IBILINEAR_UKERNEL_FUNCTION(fn_name) \
XNN_INTERNAL void fn_name( \
size_t output_pixels, \
size_t channels, \
const float** input, \
size_t input_offset, \
const float* weights, \
float* output, \
size_t output_increment);

DECLARE_F32_IBILINEAR_UKERNEL_FUNCTION(xnn_f32_ibilinear_ukernel__scalar_c1)
DECLARE_F32_IBILINEAR_UKERNEL_FUNCTION(xnn_f32_ibilinear_ukernel__scalar_c2)
DECLARE_F32_IBILINEAR_UKERNEL_FUNCTION(xnn_f32_ibilinear_ukernel__scalar_c4)

DECLARE_F32_IBILINEAR_UKERNEL_FUNCTION(xnn_f32_ibilinear_ukernel__neon_c4)
DECLARE_F32_IBILINEAR_UKERNEL_FUNCTION(xnn_f32_ibilinear_ukernel__neon_c8)

DECLARE_F32_IBILINEAR_UKERNEL_FUNCTION(xnn_f32_ibilinear_ukernel__neonfma_c4)
DECLARE_F32_IBILINEAR_UKERNEL_FUNCTION(xnn_f32_ibilinear_ukernel__neonfma_c8)

DECLARE_F32_IBILINEAR_UKERNEL_FUNCTION(xnn_f32_ibilinear_ukernel__sse_c4)
DECLARE_F32_IBILINEAR_UKERNEL_FUNCTION(xnn_f32_ibilinear_ukernel__sse_c8)

DECLARE_F32_IBILINEAR_UKERNEL_FUNCTION(xnn_f32_ibilinear_ukernel__wasmsimd_c4)
DECLARE_F32_IBILINEAR_UKERNEL_FUNCTION(xnn_f32_ibilinear_ukernel__wasmsimd_c8)

DECLARE_F32_IBILINEAR_UKERNEL_FUNCTION(xnn_f32_ibilinear_ukernel__wasmrelaxedsimd_c4)
DECLARE_F32_IBILINEAR_UKERNEL_FUNCTION(xnn_f32_ibilinear_ukernel__wasmrelaxedsimd_c8)


#define DECLARE_S8_IBILINEAR_UKERNEL_FUNCTION(fn_name) \
#define XNN_UKERNEL(arch_flags, fn_name, channel_tile, pixel_tile, datatype, weight_type, params_type, init_params) \
XNN_INTERNAL void fn_name( \
size_t output_pixels, \
size_t channels, \
const int8_t** input, \
const datatype** input, \
size_t input_offset, \
const int16_t* weights, \
int8_t* output, \
const weight_type* weights, \
datatype* output, \
size_t output_increment);

DECLARE_S8_IBILINEAR_UKERNEL_FUNCTION(xnn_s8_ibilinear_ukernel__scalar_c1)
DECLARE_S8_IBILINEAR_UKERNEL_FUNCTION(xnn_s8_ibilinear_ukernel__scalar_c2)
DECLARE_S8_IBILINEAR_UKERNEL_FUNCTION(xnn_s8_ibilinear_ukernel__scalar_c4)

DECLARE_S8_IBILINEAR_UKERNEL_FUNCTION(xnn_s8_ibilinear_ukernel__neon_c8)
DECLARE_S8_IBILINEAR_UKERNEL_FUNCTION(xnn_s8_ibilinear_ukernel__neon_c16)

DECLARE_S8_IBILINEAR_UKERNEL_FUNCTION(xnn_s8_ibilinear_ukernel__sse2_c8)
DECLARE_S8_IBILINEAR_UKERNEL_FUNCTION(xnn_s8_ibilinear_ukernel__sse2_c16)

DECLARE_S8_IBILINEAR_UKERNEL_FUNCTION(xnn_s8_ibilinear_ukernel__sse41_c8)
DECLARE_S8_IBILINEAR_UKERNEL_FUNCTION(xnn_s8_ibilinear_ukernel__sse41_c16)

DECLARE_S8_IBILINEAR_UKERNEL_FUNCTION(xnn_s8_ibilinear_ukernel__wasmsimd_dot16x2_c8)
DECLARE_S8_IBILINEAR_UKERNEL_FUNCTION(xnn_s8_ibilinear_ukernel__wasmsimd_dot16x2_c16)

DECLARE_S8_IBILINEAR_UKERNEL_FUNCTION(xnn_s8_ibilinear_ukernel__wasmsimd_mul32_c8)
DECLARE_S8_IBILINEAR_UKERNEL_FUNCTION(xnn_s8_ibilinear_ukernel__wasmsimd_mul32_c16)

#define DECLARE_U8_IBILINEAR_UKERNEL_FUNCTION(fn_name) \
XNN_INTERNAL void fn_name( \
size_t output_pixels, \
size_t channels, \
const uint8_t** input, \
size_t input_offset, \
const int16_t* weights, \
uint8_t* output, \
size_t output_increment);


DECLARE_U8_IBILINEAR_UKERNEL_FUNCTION(xnn_u8_ibilinear_ukernel__scalar_c1)
DECLARE_U8_IBILINEAR_UKERNEL_FUNCTION(xnn_u8_ibilinear_ukernel__scalar_c2)
DECLARE_U8_IBILINEAR_UKERNEL_FUNCTION(xnn_u8_ibilinear_ukernel__scalar_c4)

DECLARE_U8_IBILINEAR_UKERNEL_FUNCTION(xnn_u8_ibilinear_ukernel__neon_c8)
DECLARE_U8_IBILINEAR_UKERNEL_FUNCTION(xnn_u8_ibilinear_ukernel__neon_c16)

DECLARE_U8_IBILINEAR_UKERNEL_FUNCTION(xnn_u8_ibilinear_ukernel__sse2_c8)
DECLARE_U8_IBILINEAR_UKERNEL_FUNCTION(xnn_u8_ibilinear_ukernel__sse2_c16)

DECLARE_U8_IBILINEAR_UKERNEL_FUNCTION(xnn_u8_ibilinear_ukernel__sse41_c8)
DECLARE_U8_IBILINEAR_UKERNEL_FUNCTION(xnn_u8_ibilinear_ukernel__sse41_c16)

DECLARE_U8_IBILINEAR_UKERNEL_FUNCTION(xnn_u8_ibilinear_ukernel__wasmsimd_dot16x2_c8)
DECLARE_U8_IBILINEAR_UKERNEL_FUNCTION(xnn_u8_ibilinear_ukernel__wasmsimd_dot16x2_c16)

DECLARE_U8_IBILINEAR_UKERNEL_FUNCTION(xnn_u8_ibilinear_ukernel__wasmsimd_mul32_c8)
DECLARE_U8_IBILINEAR_UKERNEL_FUNCTION(xnn_u8_ibilinear_ukernel__wasmsimd_mul32_c16)
#include "f16-ibilinear/f16-ibilinear.h"
#include "f32-ibilinear/f32-ibilinear.h"
#include "s8-ibilinear/s8-ibilinear.h"
#include "u8-ibilinear/u8-ibilinear.h"
#undef XNN_UKERNEL

#define DECLARE_F32_IBILINEAR_CHW_UKERNEL_FUNCTION(fn_name) \
XNN_INTERNAL void fn_name( \
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