// Copyright (c) Facebook, Inc. and its affiliates. // All rights reserved. // // 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 #include "add-operator-tester.h" TEST(ADD_NC_Q8, unit_batch) { for (size_t channels = 1; channels < 100; channels += 15) { AddOperatorTester() .batch_size(1) .channels(channels) .iterations(3) .TestQ8(); } } TEST(ADD_NC_Q8, unit_batch_with_qmin) { for (size_t channels = 1; channels < 100; channels += 15) { AddOperatorTester() .batch_size(1) .channels(channels) .qmin(128) .iterations(3) .TestQ8(); } } TEST(ADD_NC_Q8, unit_batch_with_qmax) { for (size_t channels = 1; channels < 100; channels += 15) { AddOperatorTester() .batch_size(1) .channels(channels) .qmax(128) .iterations(3) .TestQ8(); } } TEST(ADD_NC_Q8, unit_batch_with_a_scale) { for (size_t channels = 1; channels < 100; channels += 15) { for (float a_scale = 1.0e-2f; a_scale < 1.0e+2f; a_scale *= 10.0f) { AddOperatorTester() .batch_size(1) .channels(channels) .a_scale(a_scale) .iterations(1) .TestQ8(); } } } TEST(ADD_NC_Q8, unit_batch_with_b_scale) { for (size_t channels = 1; channels < 100; channels += 15) { for (float b_scale = 1.0e-2f; b_scale < 1.0e+2f; b_scale *= 10.0f) { AddOperatorTester() .batch_size(1) .channels(channels) .b_scale(b_scale) .iterations(1) .TestQ8(); } } } TEST(ADD_NC_Q8, unit_batch_with_y_scale) { for (size_t channels = 1; channels < 100; channels += 15) { for (float y_scale = 1.0e-2f; y_scale < 1.0e+2f; y_scale *= 10.0f) { AddOperatorTester() .batch_size(1) .channels(channels) .y_scale(y_scale) .iterations(1) .TestQ8(); } } } TEST(ADD_NC_Q8, unit_batch_with_a_zero_point) { for (size_t channels = 1; channels < 100; channels += 15) { for (int32_t a_zero_point = 0; a_zero_point <= 255; a_zero_point += 51) { AddOperatorTester() .batch_size(1) .channels(channels) .a_zero_point(uint8_t(a_zero_point)) .iterations(1) .TestQ8(); } } } TEST(ADD_NC_Q8, unit_batch_with_b_zero_point) { for (size_t channels = 1; channels < 100; channels += 15) { for (int32_t b_zero_point = 0; b_zero_point <= 255; b_zero_point += 51) { AddOperatorTester() .batch_size(1) .channels(channels) .b_zero_point(uint8_t(b_zero_point)) .iterations(1) .TestQ8(); } } } TEST(ADD_NC_Q8, unit_batch_with_y_zero_point) { for (size_t channels = 1; channels < 100; channels += 15) { for (int32_t y_zero_point = 0; y_zero_point <= 255; y_zero_point += 51) { AddOperatorTester() .batch_size(1) .channels(channels) .y_zero_point(uint8_t(y_zero_point)) .iterations(1) .TestQ8(); } } } TEST(ADD_NC_Q8, small_batch) { for (size_t channels = 1; channels < 100; channels += 15) { AddOperatorTester() .batch_size(3) .channels(channels) .iterations(3) .TestQ8(); } } TEST(ADD_NC_Q8, small_batch_with_a_stride) { for (size_t channels = 1; channels < 100; channels += 15) { AddOperatorTester() .batch_size(3) .channels(channels) .a_stride(129) .iterations(3) .TestQ8(); } } TEST(ADD_NC_Q8, small_batch_with_b_stride) { for (size_t channels = 1; channels < 100; channels += 15) { AddOperatorTester() .batch_size(3) .channels(channels) .b_stride(123) .iterations(3) .TestQ8(); } } TEST(ADD_NC_Q8, small_batch_with_y_stride) { for (size_t channels = 1; channels < 100; channels += 15) { AddOperatorTester() .batch_size(3) .channels(channels) .y_stride(117) .iterations(3) .TestQ8(); } } TEST(ADD_NC_Q8, small_batch_with_qmin) { for (size_t channels = 1; channels < 100; channels += 15) { AddOperatorTester() .batch_size(3) .channels(channels) .qmin(128) .iterations(3) .TestQ8(); } } TEST(ADD_NC_Q8, small_batch_with_qmax) { for (size_t channels = 1; channels < 100; channels += 15) { AddOperatorTester() .batch_size(3) .channels(channels) .qmax(128) .iterations(3) .TestQ8(); } } TEST(ADD_NC_Q8, small_batch_with_a_scale) { for (size_t channels = 1; channels < 100; channels += 15) { for (float a_scale = 1.0e-2f; a_scale < 1.0e+2f; a_scale *= 10.0f) { AddOperatorTester() .batch_size(3) .channels(channels) .a_scale(a_scale) .iterations(1) .TestQ8(); } } } TEST(ADD_NC_Q8, small_batch_with_b_scale) { for (size_t channels = 1; channels < 100; channels += 15) { for (float b_scale = 1.0e-2f; b_scale < 1.0e+2f; b_scale *= 10.0f) { AddOperatorTester() .batch_size(3) .channels(channels) .b_scale(b_scale) .iterations(1) .TestQ8(); } } } TEST(ADD_NC_Q8, small_batch_with_y_scale) { for (size_t channels = 1; channels < 100; channels += 15) { for (float y_scale = 1.0e-2f; y_scale < 1.0e+2f; y_scale *= 10.0f) { AddOperatorTester() .batch_size(3) .channels(channels) .y_scale(y_scale) .iterations(1) .TestQ8(); } } } TEST(ADD_NC_Q8, small_batch_with_a_zero_point) { for (size_t channels = 1; channels < 100; channels += 15) { for (int32_t a_zero_point = 0; a_zero_point <= 255; a_zero_point += 51) { AddOperatorTester() .batch_size(3) .channels(channels) .a_zero_point(uint8_t(a_zero_point)) .iterations(1) .TestQ8(); } } } TEST(ADD_NC_Q8, small_batch_with_b_zero_point) { for (size_t channels = 1; channels < 100; channels += 15) { for (int32_t b_zero_point = 0; b_zero_point <= 255; b_zero_point += 51) { AddOperatorTester() .batch_size(3) .channels(channels) .b_zero_point(uint8_t(b_zero_point)) .iterations(1) .TestQ8(); } } } TEST(ADD_NC_Q8, small_batch_with_y_zero_point) { for (size_t channels = 1; channels < 100; channels += 15) { for (int32_t y_zero_point = 0; y_zero_point <= 255; y_zero_point += 51) { AddOperatorTester() .batch_size(3) .channels(channels) .y_zero_point(uint8_t(y_zero_point)) .iterations(1) .TestQ8(); } } } TEST(ADD_NC_Q8, strided_batch) { for (size_t channels = 1; channels < 100; channels += 15) { AddOperatorTester() .batch_size(3) .channels(channels) .a_stride(129) .b_stride(123) .y_stride(117) .iterations(3) .TestQ8(); } } TEST(ADD_NC_Q8, strided_batch_with_qmin) { for (size_t channels = 1; channels < 100; channels += 15) { AddOperatorTester() .batch_size(3) .channels(channels) .a_stride(129) .b_stride(123) .y_stride(117) .qmin(128) .iterations(3) .TestQ8(); } } TEST(ADD_NC_Q8, strided_batch_with_qmax) { for (size_t channels = 1; channels < 100; channels += 15) { AddOperatorTester() .batch_size(3) .channels(channels) .a_stride(129) .b_stride(123) .y_stride(117) .qmax(128) .iterations(3) .TestQ8(); } } TEST(ADD_NC_Q8, strided_batch_with_a_scale) { for (size_t channels = 1; channels < 100; channels += 15) { for (float a_scale = 1.0e-2f; a_scale < 1.0e+2f; a_scale *= 10.0f) { AddOperatorTester() .batch_size(3) .channels(channels) .a_stride(129) .b_stride(123) .y_stride(117) .a_scale(a_scale) .iterations(1) .TestQ8(); } } } TEST(ADD_NC_Q8, strided_batch_with_b_scale) { for (size_t channels = 1; channels < 100; channels += 15) { for (float b_scale = 1.0e-2f; b_scale < 1.0e+2f; b_scale *= 10.0f) { AddOperatorTester() .batch_size(3) .channels(channels) .a_stride(129) .b_stride(123) .y_stride(117) .b_scale(b_scale) .iterations(1) .TestQ8(); } } } TEST(ADD_NC_Q8, strided_batch_with_y_scale) { for (size_t channels = 1; channels < 100; channels += 15) { for (float y_scale = 1.0e-2f; y_scale < 1.0e+2f; y_scale *= 10.0f) { AddOperatorTester() .batch_size(3) .channels(channels) .a_stride(129) .b_stride(123) .y_stride(117) .y_scale(y_scale) .iterations(1) .TestQ8(); } } } TEST(ADD_NC_Q8, strided_batch_with_a_zero_point) { for (size_t channels = 1; channels < 100; channels += 15) { for (int32_t a_zero_point = 0; a_zero_point <= 255; a_zero_point += 51) { AddOperatorTester() .batch_size(3) .channels(channels) .a_stride(129) .b_stride(123) .y_stride(117) .a_zero_point(uint8_t(a_zero_point)) .iterations(1) .TestQ8(); } } } TEST(ADD_NC_Q8, strided_batch_with_b_zero_point) { for (size_t channels = 1; channels < 100; channels += 15) { for (int32_t b_zero_point = 0; b_zero_point <= 255; b_zero_point += 51) { AddOperatorTester() .batch_size(3) .channels(channels) .a_stride(129) .b_stride(123) .y_stride(117) .b_zero_point(uint8_t(b_zero_point)) .iterations(1) .TestQ8(); } } } TEST(ADD_NC_Q8, strided_batch_with_y_zero_point) { for (size_t channels = 1; channels < 100; channels += 15) { for (int32_t y_zero_point = 0; y_zero_point <= 255; y_zero_point += 51) { AddOperatorTester() .batch_size(3) .channels(channels) .a_stride(129) .b_stride(123) .y_stride(117) .y_zero_point(uint8_t(y_zero_point)) .iterations(1) .TestQ8(); } } } TEST(ADD_NC_F32, unit_batch) { for (size_t channels = 1; channels < 100; channels += 15) { AddOperatorTester() .batch_size(1) .channels(channels) .iterations(3) .TestF32(); } } TEST(ADD_NC_F32, unit_batch_with_qmin) { for (size_t channels = 1; channels < 100; channels += 15) { AddOperatorTester() .batch_size(1) .channels(channels) .qmin(128) .iterations(3) .TestF32(); } } TEST(ADD_NC_F32, unit_batch_with_qmax) { for (size_t channels = 1; channels < 100; channels += 15) { AddOperatorTester() .batch_size(1) .channels(channels) .qmax(128) .iterations(3) .TestF32(); } } TEST(ADD_NC_F32, small_batch) { for (size_t channels = 1; channels < 100; channels += 15) { AddOperatorTester() .batch_size(3) .channels(channels) .iterations(3) .TestF32(); } } TEST(ADD_NC_F32, small_batch_with_a_stride) { for (size_t channels = 1; channels < 100; channels += 15) { AddOperatorTester() .batch_size(3) .channels(channels) .a_stride(129) .iterations(3) .TestF32(); } } TEST(ADD_NC_F32, small_batch_with_b_stride) { for (size_t channels = 1; channels < 100; channels += 15) { AddOperatorTester() .batch_size(3) .channels(channels) .b_stride(123) .iterations(3) .TestF32(); } } TEST(ADD_NC_F32, small_batch_with_y_stride) { for (size_t channels = 1; channels < 100; channels += 15) { AddOperatorTester() .batch_size(3) .channels(channels) .y_stride(117) .iterations(3) .TestF32(); } } TEST(ADD_NC_F32, small_batch_with_qmin) { for (size_t channels = 1; channels < 100; channels += 15) { AddOperatorTester() .batch_size(3) .channels(channels) .qmin(128) .iterations(3) .TestF32(); } } TEST(ADD_NC_F32, small_batch_with_qmax) { for (size_t channels = 1; channels < 100; channels += 15) { AddOperatorTester() .batch_size(3) .channels(channels) .qmax(128) .iterations(3) .TestF32(); } } TEST(ADD_NC_F32, strided_batch) { for (size_t channels = 1; channels < 100; channels += 15) { AddOperatorTester() .batch_size(3) .channels(channels) .a_stride(129) .b_stride(123) .y_stride(117) .iterations(3) .TestF32(); } } TEST(ADD_NC_F32, strided_batch_with_qmin) { for (size_t channels = 1; channels < 100; channels += 15) { AddOperatorTester() .batch_size(3) .channels(channels) .a_stride(129) .b_stride(123) .y_stride(117) .qmin(128) .iterations(3) .TestF32(); } } TEST(ADD_NC_F32, strided_batch_with_qmax) { for (size_t channels = 1; channels < 100; channels += 15) { AddOperatorTester() .batch_size(3) .channels(channels) .a_stride(129) .b_stride(123) .y_stride(117) .qmax(128) .iterations(3) .TestF32(); } }