xref: /aosp_15_r20/external/XNNPACK/test/f16-conv-hwc2chw.cc (revision 4bdc94577ba0e567308109d787f7fec7b531ce36)

// Copyright 2019 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.

#include <gtest/gtest.h>

#include <xnnpack/common.h>
#include <xnnpack/isa-checks.h>

#include <xnnpack/conv.h>
#include "conv-hwc2chw-microkernel-tester.h"


#if XNN_ENABLE_ARM_FP16 && XNN_ARCH_ARM64
  TEST(F16_CONV_HWC2CHW_3X3S2P1C3X4__NEONFP16ARITH_2X2, input_width_eq_4) {
    TEST_REQUIRES_ARM_NEON_FP16_ARITH;
    ConvHWC2CHWMicrokernelTester()
      .kernel_size(3)
      .subsampling(2)
      .padding_width(1)
      .input_channels(3)
      .output_channels_tile(4)
      .output_channels(4)
      .input_width(4)
      .input_height(3)
      .Test(xnn_f16_conv_hwc2chw_ukernel_3x3s2p1c3x4__neonfp16arith_2x2, xnn_init_f16_minmax_neon_params);
  }

  TEST(F16_CONV_HWC2CHW_3X3S2P1C3X4__NEONFP16ARITH_2X2, input_width_div_4) {
    TEST_REQUIRES_ARM_NEON_FP16_ARITH;
    for (size_t input_width = 8; input_width <= 32; input_width += 12) {
      ConvHWC2CHWMicrokernelTester()
        .kernel_size(3)
        .subsampling(2)
        .padding_width(1)
        .input_channels(3)
        .output_channels_tile(4)
        .output_channels(4)
        .input_width(input_width)
        .input_height(3)
        .Test(xnn_f16_conv_hwc2chw_ukernel_3x3s2p1c3x4__neonfp16arith_2x2, xnn_init_f16_minmax_neon_params);
    }
  }

  TEST(F16_CONV_HWC2CHW_3X3S2P1C3X4__NEONFP16ARITH_2X2, input_width_lt_4) {
    TEST_REQUIRES_ARM_NEON_FP16_ARITH;
    for (size_t input_width = 1; input_width < 4; input_width++) {
      ConvHWC2CHWMicrokernelTester()
        .kernel_size(3)
        .subsampling(2)
        .padding_width(1)
        .input_channels(3)
        .output_channels_tile(4)
        .output_channels(4)
        .input_width(input_width)
        .input_height(3)
        .Test(xnn_f16_conv_hwc2chw_ukernel_3x3s2p1c3x4__neonfp16arith_2x2, xnn_init_f16_minmax_neon_params);
    }
  }

  TEST(F16_CONV_HWC2CHW_3X3S2P1C3X4__NEONFP16ARITH_2X2, input_width_gt_4) {
    TEST_REQUIRES_ARM_NEON_FP16_ARITH;
    for (size_t input_width = 5; input_width < 8; input_width++) {
      ConvHWC2CHWMicrokernelTester()
        .kernel_size(3)
        .subsampling(2)
        .padding_width(1)
        .input_channels(3)
        .output_channels_tile(4)
        .output_channels(4)
        .input_width(input_width)
        .input_height(3)
        .Test(xnn_f16_conv_hwc2chw_ukernel_3x3s2p1c3x4__neonfp16arith_2x2, xnn_init_f16_minmax_neon_params);
    }
  }

  TEST(F16_CONV_HWC2CHW_3X3S2P1C3X4__NEONFP16ARITH_2X2, output_channels_lt_4) {
    TEST_REQUIRES_ARM_NEON_FP16_ARITH;
    for (size_t output_channels = 1; output_channels < 4; output_channels++) {
      for (size_t input_width = 1; input_width < 32; input_width += 7) {
        ConvHWC2CHWMicrokernelTester()
          .kernel_size(3)
          .subsampling(2)
          .padding_width(1)
          .input_channels(3)
          .output_channels_tile(4)
          .output_channels(output_channels)
          .input_width(input_width)
          .input_height(3)
          .Test(xnn_f16_conv_hwc2chw_ukernel_3x3s2p1c3x4__neonfp16arith_2x2, xnn_init_f16_minmax_neon_params);
      }
    }
  }

  TEST(F16_CONV_HWC2CHW_3X3S2P1C3X4__NEONFP16ARITH_2X2, output_channels_div_4) {
    TEST_REQUIRES_ARM_NEON_FP16_ARITH;
    for (size_t output_channels = 8; output_channels <= 16; output_channels += 4) {
      for (size_t input_width = 1; input_width < 32; input_width += 7) {
        ConvHWC2CHWMicrokernelTester()
          .kernel_size(3)
          .subsampling(2)
          .padding_width(1)
          .input_channels(3)
          .output_channels_tile(4)
          .output_channels(output_channels)
          .input_width(input_width)
          .input_height(3)
          .Test(xnn_f16_conv_hwc2chw_ukernel_3x3s2p1c3x4__neonfp16arith_2x2, xnn_init_f16_minmax_neon_params);
      }
    }
  }

  TEST(F16_CONV_HWC2CHW_3X3S2P1C3X4__NEONFP16ARITH_2X2, output_channels_gt_4) {
    TEST_REQUIRES_ARM_NEON_FP16_ARITH;
    for (size_t output_channels = 5; output_channels < 8; output_channels++) {
      for (size_t input_width = 1; input_width < 32; input_width += 7) {
        ConvHWC2CHWMicrokernelTester()
          .kernel_size(3)
          .subsampling(2)
          .padding_width(1)
          .input_channels(3)
          .output_channels_tile(4)
          .output_channels(output_channels)
          .input_width(input_width)
          .input_height(3)
          .Test(xnn_f16_conv_hwc2chw_ukernel_3x3s2p1c3x4__neonfp16arith_2x2, xnn_init_f16_minmax_neon_params);
      }
    }
  }

  TEST(F16_CONV_HWC2CHW_3X3S2P1C3X4__NEONFP16ARITH_2X2, input_height_lt_3) {
    TEST_REQUIRES_ARM_NEON_FP16_ARITH;
    for (size_t input_height = 1; input_height < 3; input_height++) {
      for (size_t output_channels = 1; output_channels < 8; output_channels += 3) {
        for (size_t input_width = 1; input_width < 32; input_width += 7) {
          ConvHWC2CHWMicrokernelTester()
            .kernel_size(3)
            .subsampling(2)
            .padding(1)
            .input_channels(3) // padded input height of at least 3 required
            .output_channels_tile(4)
            .output_channels(output_channels)
            .input_width(input_width)
            .input_height(input_height)
            .Test(xnn_f16_conv_hwc2chw_ukernel_3x3s2p1c3x4__neonfp16arith_2x2, xnn_init_f16_minmax_neon_params);
        }
      }
    }
  }

  TEST(F16_CONV_HWC2CHW_3X3S2P1C3X4__NEONFP16ARITH_2X2, input_height_gt_3) {
    TEST_REQUIRES_ARM_NEON_FP16_ARITH;
    for (size_t input_height = 4; input_height <= 9; input_height++) {
      for (size_t output_channels = 1; output_channels < 8; output_channels += 3) {
        for (size_t input_width = 1; input_width < 32; input_width += 7) {
          ConvHWC2CHWMicrokernelTester()
            .kernel_size(3)
            .subsampling(2)
            .padding_width(1)
            .input_channels(3)
            .output_channels_tile(4)
            .output_channels(output_channels)
            .input_width(input_width)
            .input_height(input_height)
            .Test(xnn_f16_conv_hwc2chw_ukernel_3x3s2p1c3x4__neonfp16arith_2x2, xnn_init_f16_minmax_neon_params);
        }
      }
    }
  }

  TEST(F16_CONV_HWC2CHW_3X3S2P1C3X4__NEONFP16ARITH_2X2, padding_top) {
    TEST_REQUIRES_ARM_NEON_FP16_ARITH;
    for (size_t padding_top = 0; padding_top <= 1; padding_top++) {
      for (size_t output_channels = 1; output_channels < 16; output_channels += 7) {
        for (size_t input_width = 1; input_width < 32; input_width += 7) {
          ConvHWC2CHWMicrokernelTester()
            .kernel_size(3)
            .subsampling(2)
            .padding_width(1)
            .padding_top(padding_top)
            .input_channels(3)
            .output_channels_tile(4)
            .output_channels(output_channels)
            .input_width(input_width)
            .input_height(9)
            .Test(xnn_f16_conv_hwc2chw_ukernel_3x3s2p1c3x4__neonfp16arith_2x2, xnn_init_f16_minmax_neon_params);
        }
      }
    }
  }

  TEST(F16_CONV_HWC2CHW_3X3S2P1C3X4__NEONFP16ARITH_2X2, padding_bottom) {
    TEST_REQUIRES_ARM_NEON_FP16_ARITH;
    for (size_t padding_bottom = 0; padding_bottom <= 1; padding_bottom++) {
      for (size_t output_channels = 1; output_channels < 16; output_channels += 7) {
        for (size_t input_width = 1; input_width < 32; input_width += 7) {
          ConvHWC2CHWMicrokernelTester()
            .kernel_size(3)
            .subsampling(2)
            .padding_width(1)
            .padding_bottom(padding_bottom)
            .input_channels(3)
            .output_channels_tile(4)
            .output_channels(output_channels)
            .input_width(input_width)
            .input_height(9)
            .Test(xnn_f16_conv_hwc2chw_ukernel_3x3s2p1c3x4__neonfp16arith_2x2, xnn_init_f16_minmax_neon_params);
        }
      }
    }
  }

  TEST(F16_CONV_HWC2CHW_3X3S2P1C3X4__NEONFP16ARITH_2X2, output_y_start) {
    TEST_REQUIRES_ARM_NEON_FP16_ARITH;
    for (size_t output_y_start = 1; output_y_start <= 3; output_y_start++) {
      for (size_t output_channels = 1; output_channels < 8; output_channels += 3) {
        for (size_t input_width = 1; input_width < 32; input_width += 7) {
          ConvHWC2CHWMicrokernelTester()
            .kernel_size(3)
            .subsampling(2)
            .padding_width(1)
            .input_channels(3)
            .output_channels_tile(4)
            .output_channels(output_channels)
            .input_width(input_width)
            .input_height(9)
            .output_y_start(output_y_start)
            .Test(xnn_f16_conv_hwc2chw_ukernel_3x3s2p1c3x4__neonfp16arith_2x2, xnn_init_f16_minmax_neon_params);
        }
      }
    }
  }

  TEST(F16_CONV_HWC2CHW_3X3S2P1C3X4__NEONFP16ARITH_2X2, output_y_end) {
    TEST_REQUIRES_ARM_NEON_FP16_ARITH;
    for (size_t output_y_end = 2; output_y_end < 5; output_y_end++) {
      for (size_t output_channels = 1; output_channels < 8; output_channels += 3) {
        for (size_t input_width = 1; input_width < 32; input_width += 7) {
          ConvHWC2CHWMicrokernelTester()
            .kernel_size(3)
            .subsampling(2)
            .padding_width(1)
            .input_channels(3)
            .output_channels_tile(4)
            .output_channels(output_channels)
            .input_width(input_width)
            .input_height(9)
            .output_y_end(output_y_end)
            .Test(xnn_f16_conv_hwc2chw_ukernel_3x3s2p1c3x4__neonfp16arith_2x2, xnn_init_f16_minmax_neon_params);
        }
      }
    }
  }

  TEST(F16_CONV_HWC2CHW_3X3S2P1C3X4__NEONFP16ARITH_2X2, qmin) {
    TEST_REQUIRES_ARM_NEON_FP16_ARITH;
    for (size_t output_channels = 1; output_channels < 8; output_channels += 3) {
      for (size_t input_width = 1; input_width < 32; input_width += 7) {
        ConvHWC2CHWMicrokernelTester()
          .kernel_size(3)
          .subsampling(2)
          .padding_width(1)
          .input_channels(3)
          .output_channels_tile(4)
          .output_channels(output_channels)
          .input_width(input_width)
          .input_height(6)
          .qmin(128)
          .Test(xnn_f16_conv_hwc2chw_ukernel_3x3s2p1c3x4__neonfp16arith_2x2, xnn_init_f16_minmax_neon_params);
      }
    }
  }

  TEST(F16_CONV_HWC2CHW_3X3S2P1C3X4__NEONFP16ARITH_2X2, qmax) {
    TEST_REQUIRES_ARM_NEON_FP16_ARITH;
    for (size_t output_channels = 1; output_channels < 8; output_channels += 3) {
      for (size_t input_width = 1; input_width < 32; input_width += 7) {
        ConvHWC2CHWMicrokernelTester()
          .kernel_size(3)
          .subsampling(2)
          .padding_width(1)
          .input_channels(3)
          .output_channels_tile(4)
          .output_channels(output_channels)
          .input_width(input_width)
          .input_height(6)
          .qmax(128)
          .Test(xnn_f16_conv_hwc2chw_ukernel_3x3s2p1c3x4__neonfp16arith_2x2, xnn_init_f16_minmax_neon_params);
      }
    }
  }
#endif  // XNN_ENABLE_ARM_FP16 && XNN_ARCH_ARM64