add.cc

/*
 * Copyright (c) Facebook, Inc. and its affiliates.
 * All rights reserved.
 *
 * 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 "add-operator-tester.h"


TEST(ADD_OP, unit_batch) {
  for (size_t channels = 1; channels < 100; channels += 15) {
    AddOperatorTester()
      .batchSize(1)
      .channels(channels)
      .iterations(3)
      .testQ8();
  }
}

TEST(ADD_OP, unit_batch_with_qmin) {
  for (size_t channels = 1; channels < 100; channels += 15) {
    AddOperatorTester()
      .batchSize(1)
      .channels(channels)
      .qmin(128)
      .iterations(3)
      .testQ8();
  }
}

TEST(ADD_OP, unit_batch_with_qmax) {
  for (size_t channels = 1; channels < 100; channels += 15) {
    AddOperatorTester()
      .batchSize(1)
      .channels(channels)
      .qmax(128)
      .iterations(3)
      .testQ8();
  }
}

TEST(ADD_OP, unit_batch_with_a_scale) {
  for (size_t channels = 1; channels < 100; channels += 15) {
    for (float aScale = 1.0e-2f; aScale < 1.0e+2f; aScale *= 10.0f) {
      AddOperatorTester()
        .batchSize(1)
        .channels(channels)
        .aScale(aScale)
        .iterations(1)
        .testQ8();
    }
  }
}

TEST(ADD_OP, unit_batch_with_b_scale) {
  for (size_t channels = 1; channels < 100; channels += 15) {
    for (float bScale = 1.0e-2f; bScale < 1.0e+2f; bScale *= 10.0f) {
      AddOperatorTester()
        .batchSize(1)
        .channels(channels)
        .bScale(bScale)
        .iterations(1)
        .testQ8();
    }
  }
}

TEST(ADD_OP, unit_batch_with_y_scale) {
  for (size_t channels = 1; channels < 100; channels += 15) {
    for (float yScale = 1.0e-2f; yScale < 1.0e+2f; yScale *= 10.0f) {
      AddOperatorTester()
        .batchSize(1)
        .channels(channels)
        .yScale(yScale)
        .iterations(1)
        .testQ8();
    }
  }
}

TEST(ADD_OP, unit_batch_with_a_zero_point) {
  for (size_t channels = 1; channels < 100; channels += 15) {
    for (int32_t aZeroPoint = 0; aZeroPoint <= 255; aZeroPoint += 51) {
      AddOperatorTester()
        .batchSize(1)
        .channels(channels)
        .aZeroPoint(uint8_t(aZeroPoint))
        .iterations(1)
        .testQ8();
    }
  }
}

TEST(ADD_OP, unit_batch_with_b_zero_point) {
  for (size_t channels = 1; channels < 100; channels += 15) {
    for (int32_t bZeroPoint = 0; bZeroPoint <= 255; bZeroPoint += 51) {
      AddOperatorTester()
        .batchSize(1)
        .channels(channels)
        .bZeroPoint(uint8_t(bZeroPoint))
        .iterations(1)
        .testQ8();
    }
  }
}

TEST(ADD_OP, unit_batch_with_y_zero_point) {
  for (size_t channels = 1; channels < 100; channels += 15) {
    for (int32_t yZeroPoint = 0; yZeroPoint <= 255; yZeroPoint += 51) {
      AddOperatorTester()
        .batchSize(1)
        .channels(channels)
        .yZeroPoint(uint8_t(yZeroPoint))
        .iterations(1)
        .testQ8();
    }
  }
}

TEST(ADD_OP, small_batch) {
  for (size_t channels = 1; channels < 100; channels += 15) {
    AddOperatorTester()
      .batchSize(3)
      .channels(channels)
      .iterations(3)
      .testQ8();
  }
}

TEST(ADD_OP, small_batch_with_a_stride) {
  for (size_t channels = 1; channels < 100; channels += 15) {
    AddOperatorTester()
      .batchSize(3)
      .channels(channels)
      .aStride(129)
      .iterations(3)
      .testQ8();
  }
}

TEST(ADD_OP, small_batch_with_b_stride) {
  for (size_t channels = 1; channels < 100; channels += 15) {
    AddOperatorTester()
      .batchSize(3)
      .channels(channels)
      .bStride(123)
      .iterations(3)
      .testQ8();
  }
}

TEST(ADD_OP, small_batch_with_y_stride) {
  for (size_t channels = 1; channels < 100; channels += 15) {
    AddOperatorTester()
      .batchSize(3)
      .channels(channels)
      .yStride(117)
      .iterations(3)
      .testQ8();
  }
}

TEST(ADD_OP, small_batch_with_qmin) {
  for (size_t channels = 1; channels < 100; channels += 15) {
    AddOperatorTester()
      .batchSize(3)
      .channels(channels)
      .qmin(128)
      .iterations(3)
      .testQ8();
  }
}

TEST(ADD_OP, small_batch_with_qmax) {
  for (size_t channels = 1; channels < 100; channels += 15) {
    AddOperatorTester()
      .batchSize(3)
      .channels(channels)
      .qmax(128)
      .iterations(3)
      .testQ8();
  }
}

TEST(ADD_OP, small_batch_with_a_scale) {
  for (size_t channels = 1; channels < 100; channels += 15) {
    for (float aScale = 1.0e-2f; aScale < 1.0e+2f; aScale *= 10.0f) {
      AddOperatorTester()
        .batchSize(3)
        .channels(channels)
        .aScale(aScale)
        .iterations(1)
        .testQ8();
    }
  }
}

TEST(ADD_OP, small_batch_with_b_scale) {
  for (size_t channels = 1; channels < 100; channels += 15) {
    for (float bScale = 1.0e-2f; bScale < 1.0e+2f; bScale *= 10.0f) {
      AddOperatorTester()
        .batchSize(3)
        .channels(channels)
        .bScale(bScale)
        .iterations(1)
        .testQ8();
    }
  }
}

TEST(ADD_OP, small_batch_with_y_scale) {
  for (size_t channels = 1; channels < 100; channels += 15) {
    for (float yScale = 1.0e-2f; yScale < 1.0e+2f; yScale *= 10.0f) {
      AddOperatorTester()
        .batchSize(3)
        .channels(channels)
        .yScale(yScale)
        .iterations(1)
        .testQ8();
    }
  }
}

TEST(ADD_OP, small_batch_with_a_zero_point) {
  for (size_t channels = 1; channels < 100; channels += 15) {
    for (int32_t aZeroPoint = 0; aZeroPoint <= 255; aZeroPoint += 51) {
      AddOperatorTester()
        .batchSize(3)
        .channels(channels)
        .aZeroPoint(uint8_t(aZeroPoint))
        .iterations(1)
        .testQ8();
    }
  }
}

TEST(ADD_OP, small_batch_with_b_zero_point) {
  for (size_t channels = 1; channels < 100; channels += 15) {
    for (int32_t bZeroPoint = 0; bZeroPoint <= 255; bZeroPoint += 51) {
      AddOperatorTester()
        .batchSize(3)
        .channels(channels)
        .bZeroPoint(uint8_t(bZeroPoint))
        .iterations(1)
        .testQ8();
    }
  }
}

TEST(ADD_OP, small_batch_with_y_zero_point) {
  for (size_t channels = 1; channels < 100; channels += 15) {
    for (int32_t yZeroPoint = 0; yZeroPoint <= 255; yZeroPoint += 51) {
      AddOperatorTester()
        .batchSize(3)
        .channels(channels)
        .yZeroPoint(uint8_t(yZeroPoint))
        .iterations(1)
        .testQ8();
    }
  }
}

TEST(ADD_OP, strided_batch) {
  for (size_t channels = 1; channels < 100; channels += 15) {
    AddOperatorTester()
      .batchSize(3)
      .channels(channels)
      .aStride(129)
      .bStride(123)
      .yStride(117)
      .iterations(3)
      .testQ8();
  }
}

TEST(ADD_OP, strided_batch_with_qmin) {
  for (size_t channels = 1; channels < 100; channels += 15) {
    AddOperatorTester()
      .batchSize(3)
      .channels(channels)
      .aStride(129)
      .bStride(123)
      .yStride(117)
      .qmin(128)
      .iterations(3)
      .testQ8();
  }
}

TEST(ADD_OP, strided_batch_with_qmax) {
  for (size_t channels = 1; channels < 100; channels += 15) {
    AddOperatorTester()
      .batchSize(3)
      .channels(channels)
      .aStride(129)
      .bStride(123)
      .yStride(117)
      .qmax(128)
      .iterations(3)
      .testQ8();
  }
}

TEST(ADD_OP, strided_batch_with_a_scale) {
  for (size_t channels = 1; channels < 100; channels += 15) {
    for (float aScale = 1.0e-2f; aScale < 1.0e+2f; aScale *= 10.0f) {
      AddOperatorTester()
        .batchSize(3)
        .channels(channels)
        .aStride(129)
        .bStride(123)
        .yStride(117)
        .aScale(aScale)
        .iterations(1)
        .testQ8();
    }
  }
}

TEST(ADD_OP, strided_batch_with_b_scale) {
  for (size_t channels = 1; channels < 100; channels += 15) {
    for (float bScale = 1.0e-2f; bScale < 1.0e+2f; bScale *= 10.0f) {
      AddOperatorTester()
        .batchSize(3)
        .channels(channels)
        .aStride(129)
        .bStride(123)
        .yStride(117)
        .bScale(bScale)
        .iterations(1)
        .testQ8();
    }
  }
}

TEST(ADD_OP, strided_batch_with_y_scale) {
  for (size_t channels = 1; channels < 100; channels += 15) {
    for (float yScale = 1.0e-2f; yScale < 1.0e+2f; yScale *= 10.0f) {
      AddOperatorTester()
        .batchSize(3)
        .channels(channels)
        .aStride(129)
        .bStride(123)
        .yStride(117)
        .yScale(yScale)
        .iterations(1)
        .testQ8();
    }
  }
}

TEST(ADD_OP, strided_batch_with_a_zero_point) {
  for (size_t channels = 1; channels < 100; channels += 15) {
    for (int32_t aZeroPoint = 0; aZeroPoint <= 255; aZeroPoint += 51) {
      AddOperatorTester()
        .batchSize(3)
        .channels(channels)
        .aStride(129)
        .bStride(123)
        .yStride(117)
        .aZeroPoint(uint8_t(aZeroPoint))
        .iterations(1)
        .testQ8();
    }
  }
}

TEST(ADD_OP, strided_batch_with_b_zero_point) {
  for (size_t channels = 1; channels < 100; channels += 15) {
    for (int32_t bZeroPoint = 0; bZeroPoint <= 255; bZeroPoint += 51) {
      AddOperatorTester()
        .batchSize(3)
        .channels(channels)
        .aStride(129)
        .bStride(123)
        .yStride(117)
        .bZeroPoint(uint8_t(bZeroPoint))
        .iterations(1)
        .testQ8();
    }
  }
}

TEST(ADD_OP, strided_batch_with_y_zero_point) {
  for (size_t channels = 1; channels < 100; channels += 15) {
    for (int32_t yZeroPoint = 0; yZeroPoint <= 255; yZeroPoint += 51) {
      AddOperatorTester()
        .batchSize(3)
        .channels(channels)
        .aStride(129)
        .bStride(123)
        .yStride(117)
        .yZeroPoint(uint8_t(yZeroPoint))
        .iterations(1)
        .testQ8();
    }
  }
}