// Copyright 2021 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 "tanh-operator-tester.h" TEST(TANH_NC_QS8, unit_batch) { for (size_t channels = 1; channels < 100; channels += 15) { TanhOperatorTester() .batch_size(1) .channels(channels) .iterations(3) .TestQS8(); } } TEST(TANH_NC_QS8, unit_batch_with_qmin) { for (size_t channels = 1; channels < 100; channels += 15) { TanhOperatorTester() .batch_size(1) .channels(channels) .qmin(128) .iterations(3) .TestQS8(); } } TEST(TANH_NC_QS8, unit_batch_with_qmax) { for (size_t channels = 1; channels < 100; channels += 15) { TanhOperatorTester() .batch_size(1) .channels(channels) .qmax(128) .iterations(3) .TestQS8(); } } TEST(TANH_NC_QS8, unit_batch_with_input_scale) { for (size_t channels = 1; channels < 100; channels += 15) { for (float input_scale = 1.0e-2f; input_scale < 1.0e+2f; input_scale *= 10.0f) { TanhOperatorTester() .batch_size(1) .channels(channels) .input_scale(input_scale) .iterations(1) .TestQS8(); } } } TEST(TANH_NC_QS8, unit_batch_with_input_zero_point) { for (size_t channels = 1; channels < 100; channels += 15) { for (int32_t input_zero_point = 0; input_zero_point <= 255; input_zero_point += 51) { TanhOperatorTester() .batch_size(1) .channels(channels) .input_zero_point(uint8_t(input_zero_point)) .iterations(1) .TestQS8(); } } } TEST(TANH_NC_QS8, small_batch) { for (size_t channels = 1; channels < 100; channels += 15) { TanhOperatorTester() .batch_size(3) .channels(channels) .iterations(3) .TestQS8(); } } TEST(TANH_NC_QS8, small_batch_with_input_stride) { for (size_t channels = 1; channels < 100; channels += 15) { TanhOperatorTester() .batch_size(3) .channels(channels) .input_stride(129) .iterations(3) .TestQS8(); } } TEST(TANH_NC_QS8, small_batch_with_output_stride) { for (size_t channels = 1; channels < 100; channels += 15) { TanhOperatorTester() .batch_size(3) .channels(channels) .output_stride(117) .iterations(3) .TestQS8(); } } TEST(TANH_NC_QS8, small_batch_with_qmin) { for (size_t channels = 1; channels < 100; channels += 15) { TanhOperatorTester() .batch_size(3) .channels(channels) .qmin(128) .iterations(3) .TestQS8(); } } TEST(TANH_NC_QS8, small_batch_with_qmax) { for (size_t channels = 1; channels < 100; channels += 15) { TanhOperatorTester() .batch_size(3) .channels(channels) .qmax(128) .iterations(3) .TestQS8(); } } TEST(TANH_NC_QS8, small_batch_with_input_scale) { for (size_t channels = 1; channels < 100; channels += 15) { for (float input_scale = 1.0e-2f; input_scale < 1.0e+2f; input_scale *= 10.0f) { TanhOperatorTester() .batch_size(3) .channels(channels) .input_scale(input_scale) .iterations(1) .TestQS8(); } } } TEST(TANH_NC_QS8, small_batch_with_input_zero_point) { for (size_t channels = 1; channels < 100; channels += 15) { for (int32_t input_zero_point = 0; input_zero_point <= 255; input_zero_point += 51) { TanhOperatorTester() .batch_size(3) .channels(channels) .input_zero_point(uint8_t(input_zero_point)) .iterations(1) .TestQS8(); } } } TEST(TANH_NC_QS8, strided_batch) { for (size_t channels = 1; channels < 100; channels += 15) { TanhOperatorTester() .batch_size(3) .channels(channels) .input_stride(129) .output_stride(117) .iterations(3) .TestQS8(); } } TEST(TANH_NC_QS8, strided_batch_with_qmin) { for (size_t channels = 1; channels < 100; channels += 15) { TanhOperatorTester() .batch_size(3) .channels(channels) .input_stride(129) .output_stride(117) .qmin(128) .iterations(3) .TestQS8(); } } TEST(TANH_NC_QS8, strided_batch_with_qmax) { for (size_t channels = 1; channels < 100; channels += 15) { TanhOperatorTester() .batch_size(3) .channels(channels) .input_stride(129) .output_stride(117) .qmax(128) .iterations(3) .TestQS8(); } } TEST(TANH_NC_QS8, strided_batch_with_input_scale) { for (size_t channels = 1; channels < 100; channels += 15) { for (float input_scale = 1.0e-2f; input_scale < 1.0e+2f; input_scale *= 10.0f) { TanhOperatorTester() .batch_size(3) .channels(channels) .input_stride(129) .output_stride(117) .input_scale(input_scale) .iterations(1) .TestQS8(); } } } TEST(TANH_NC_QS8, strided_batch_with_input_zero_point) { for (size_t channels = 1; channels < 100; channels += 15) { for (int32_t input_zero_point = 0; input_zero_point <= 255; input_zero_point += 51) { TanhOperatorTester() .batch_size(3) .channels(channels) .input_stride(129) .output_stride(117) .input_zero_point(uint8_t(input_zero_point)) .iterations(1) .TestQS8(); } } } TEST(TANH_NC_QU8, unit_batch) { for (size_t channels = 1; channels < 100; channels += 15) { TanhOperatorTester() .batch_size(1) .channels(channels) .iterations(3) .TestQU8(); } } TEST(TANH_NC_QU8, unit_batch_with_qmin) { for (size_t channels = 1; channels < 100; channels += 15) { TanhOperatorTester() .batch_size(1) .channels(channels) .qmin(128) .iterations(3) .TestQU8(); } } TEST(TANH_NC_QU8, unit_batch_with_qmax) { for (size_t channels = 1; channels < 100; channels += 15) { TanhOperatorTester() .batch_size(1) .channels(channels) .qmax(128) .iterations(3) .TestQU8(); } } TEST(TANH_NC_QU8, unit_batch_with_input_scale) { for (size_t channels = 1; channels < 100; channels += 15) { for (float input_scale = 1.0e-2f; input_scale < 1.0e+2f; input_scale *= 10.0f) { TanhOperatorTester() .batch_size(1) .channels(channels) .input_scale(input_scale) .iterations(1) .TestQU8(); } } } TEST(TANH_NC_QU8, unit_batch_with_input_zero_point) { for (size_t channels = 1; channels < 100; channels += 15) { for (int32_t input_zero_point = 0; input_zero_point <= 255; input_zero_point += 51) { TanhOperatorTester() .batch_size(1) .channels(channels) .input_zero_point(uint8_t(input_zero_point)) .iterations(1) .TestQU8(); } } } TEST(TANH_NC_QU8, small_batch) { for (size_t channels = 1; channels < 100; channels += 15) { TanhOperatorTester() .batch_size(3) .channels(channels) .iterations(3) .TestQU8(); } } TEST(TANH_NC_QU8, small_batch_with_input_stride) { for (size_t channels = 1; channels < 100; channels += 15) { TanhOperatorTester() .batch_size(3) .channels(channels) .input_stride(129) .iterations(3) .TestQU8(); } } TEST(TANH_NC_QU8, small_batch_with_output_stride) { for (size_t channels = 1; channels < 100; channels += 15) { TanhOperatorTester() .batch_size(3) .channels(channels) .output_stride(117) .iterations(3) .TestQU8(); } } TEST(TANH_NC_QU8, small_batch_with_qmin) { for (size_t channels = 1; channels < 100; channels += 15) { TanhOperatorTester() .batch_size(3) .channels(channels) .qmin(128) .iterations(3) .TestQU8(); } } TEST(TANH_NC_QU8, small_batch_with_qmax) { for (size_t channels = 1; channels < 100; channels += 15) { TanhOperatorTester() .batch_size(3) .channels(channels) .qmax(128) .iterations(3) .TestQU8(); } } TEST(TANH_NC_QU8, small_batch_with_input_scale) { for (size_t channels = 1; channels < 100; channels += 15) { for (float input_scale = 1.0e-2f; input_scale < 1.0e+2f; input_scale *= 10.0f) { TanhOperatorTester() .batch_size(3) .channels(channels) .input_scale(input_scale) .iterations(1) .TestQU8(); } } } TEST(TANH_NC_QU8, small_batch_with_input_zero_point) { for (size_t channels = 1; channels < 100; channels += 15) { for (int32_t input_zero_point = 0; input_zero_point <= 255; input_zero_point += 51) { TanhOperatorTester() .batch_size(3) .channels(channels) .input_zero_point(uint8_t(input_zero_point)) .iterations(1) .TestQU8(); } } } TEST(TANH_NC_QU8, strided_batch) { for (size_t channels = 1; channels < 100; channels += 15) { TanhOperatorTester() .batch_size(3) .channels(channels) .input_stride(129) .output_stride(117) .iterations(3) .TestQU8(); } } TEST(TANH_NC_QU8, strided_batch_with_qmin) { for (size_t channels = 1; channels < 100; channels += 15) { TanhOperatorTester() .batch_size(3) .channels(channels) .input_stride(129) .output_stride(117) .qmin(128) .iterations(3) .TestQU8(); } } TEST(TANH_NC_QU8, strided_batch_with_qmax) { for (size_t channels = 1; channels < 100; channels += 15) { TanhOperatorTester() .batch_size(3) .channels(channels) .input_stride(129) .output_stride(117) .qmax(128) .iterations(3) .TestQU8(); } } TEST(TANH_NC_QU8, strided_batch_with_input_scale) { for (size_t channels = 1; channels < 100; channels += 15) { for (float input_scale = 1.0e-2f; input_scale < 1.0e+2f; input_scale *= 10.0f) { TanhOperatorTester() .batch_size(3) .channels(channels) .input_stride(129) .output_stride(117) .input_scale(input_scale) .iterations(1) .TestQU8(); } } } TEST(TANH_NC_QU8, strided_batch_with_input_zero_point) { for (size_t channels = 1; channels < 100; channels += 15) { for (int32_t input_zero_point = 0; input_zero_point <= 255; input_zero_point += 51) { TanhOperatorTester() .batch_size(3) .channels(channels) .input_stride(129) .output_stride(117) .input_zero_point(uint8_t(input_zero_point)) .iterations(1) .TestQU8(); } } }