cavis/libnd4j/tests_cpu/layers_tests/DeclarableOpsTestsCuda1.cu

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/*******************************************************************************
* Copyright (c) 2015-2018 Skymind, Inc.
*
* This program and the accompanying materials are made available under the
* terms of the Apache License, Version 2.0 which is available at
* https://www.apache.org/licenses/LICENSE-2.0.
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
* WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
* License for the specific language governing permissions and limitations
* under the License.
*
* SPDX-License-Identifier: Apache-2.0
******************************************************************************/
//
// @author raver119@gmail.com
//
#include "testlayers.h"
#include <ops/declarable/CustomOperations.h>
#include <array/NDArray.h>
#include <ops/ops.h>
#include <helpers/GradCheck.h>
Update master (#8511) * cleaned up bert iterator tests (#110) Signed-off-by: eraly <susan.eraly@gmail.com> * Various pre-release fixes (#111) * Various fixes Signed-off-by: AlexDBlack <blacka101@gmail.com> * Fix default dtypes for MaxPoolWithArgmax Signed-off-by: AlexDBlack <blacka101@gmail.com> * Small pre-release tweak (#112) * Log UI address on launch as in previous Play-based UI Signed-off-by: AlexDBlack <blacka101@gmail.com> * Logging level tweak for UI Signed-off-by: AlexDBlack <blacka101@gmail.com> * http not https Signed-off-by: AlexDBlack <blacka101@gmail.com> * datavec python ensure host (#113) * ensure host * one more host ensure * info->debug * [WIP] reverse improvements (#115) * initial commit Signed-off-by: raver119 <raver119@gmail.com> * reverse draft Signed-off-by: raver119 <raver119@gmail.com> * reverse kernel Signed-off-by: raver119 <raver119@gmail.com> * reverse kernel Signed-off-by: raver119 <raver119@gmail.com> * 2 micro fixes Signed-off-by: raver119 <raver119@gmail.com> * Shugeo resize fix5 (#102) * Refactored resize images ops to use TF-like bool args as input. * Refactored helpers for cpu implementation of resize_bilinear and resize_nearest_neighbor ops. * Refactored cuda implementation for image.resize_bilinear and image.resize_nearest_neighbor ops helpers. * Refactored nearest_neighbor resize op. * Added a pair of tests for special case of resize_bilinear algorithm. * Fixed issue with resize_bilinear op. * Refactored cpu implementation for helpers with resize_nearest_neighbor op. * Final fixed for resize ops to conform TF v.1.5 * Refactored cuda helpers for resize_neares_neighbor op. * Fixed resize_bilinear to accept proper data. * Fixed issue with non-float input for resize_bilinear op. * Refactored cuda helper for resize_bilinear to proper process non-float inputs. * Added tests for resize_bilinear to int inputs. * Fixed ResizeBilinear wrapper * Tests fixed * Fixed float and bool constant to avoid overflow for some kind of compilers. * Corrected float constants with float data type. * Added f suffix for float constants. * Corrected float constant to avoid overflow with initializing lists. * Corrected float initializing list with float input. * Corrected bool constant with initalizing list. * Corrected float and bool values with initializing lists. * Fixed wrong constant. * Fixed issue with 1x1 input picture for resize. * ResizeBilinear default values on import fix Signed-off-by: raver119 <raver119@gmail.com>
2019-12-06 09:10:44 +01:00
#include <chrono>
using namespace sd;
class DeclarableOpsTestsCuda1 : public testing::Test {
public:
DeclarableOpsTestsCuda1() {
printf("\n");
fflush(stdout);
}
};
TEST_F(DeclarableOpsTestsCuda1, Test_CHOOSE_SCALAR_LARGE) {
double inputData[150] = {
0, 0.51, 0.68, 0.69, 0.86, 0.91, 0.96, 0.97, 0.97, 1.03, 1.13, 1.16, 1.16, 1.17, 1.19, 1.25, 1.25, 1.26, 1.27, 1.28, 1.29, 1.29, 1.29, 1.30, 1.31, 1.32, 1.33, 1.33, 1.35, 1.35, 1.36, 1.37, 1.38, 1.40, 1.41, 1.42, 1.43, 1.44, 1.44, 1.45, 1.45, 1.47, 1.47, 1.51, 1.51, 1.51, 1.52, 1.53, 1.56, 1.57, 1.58, 1.59, 1.61, 1.62, 1.63, 1.63, 1.64, 1.64, 1.66, 1.66, 1.67, 1.67, 1.70, 1.70, 1.70, 1.72, 1.72, 1.72, 1.72, 1.73, 1.74, 1.74, 1.76, 1.76, 1.77, 1.77, 1.80, 1.80, 1.81, 1.82, 1.83, 1.83, 1.84, 1.84, 1.84, 1.85, 1.85, 1.85, 1.86, 1.86, 1.87, 1.88, 1.89, 1.89, 1.89, 1.89, 1.89, 1.91, 1.91, 1.91, 1.92, 1.94, 1.95, 1.97, 1.98, 1.98, 1.98, 1.98, 1.98, 1.99, 2, 2, 2.01, 2.01, 2.02, 2.03, 2.03, 2.03, 2.04, 2.04, 2.05, 2.06, 2.07, 2.08, 2.08, 2.08, 2.08, 2.09, 2.09, 2.10, 2.10, 2.11, 2.11, 2.11, 2.12, 2.12, 2.13, 2.13, 2.14, 2.14, 2.14, 2.14, 2.15, 2.15, 2.16, 2.16, 2.16, 2.16, 2.16, 2.17
};
auto precursor = NDArrayFactory::create<double>(inputData,'c',{1,149});
NDArray x(nullptr, precursor.specialBuffer(), precursor.shapeInfo());
sd::ops::choose op;
//greater than test
auto result = op.evaluate({&x}, {0.0},{3});
ASSERT_EQ(Status::OK(), result.status());
auto z = result.at(1);
ASSERT_EQ(148,z->e<double>(0));
//ASSERT_TRUE(exp.isSameShape(z));
Update master (#8511) * cleaned up bert iterator tests (#110) Signed-off-by: eraly <susan.eraly@gmail.com> * Various pre-release fixes (#111) * Various fixes Signed-off-by: AlexDBlack <blacka101@gmail.com> * Fix default dtypes for MaxPoolWithArgmax Signed-off-by: AlexDBlack <blacka101@gmail.com> * Small pre-release tweak (#112) * Log UI address on launch as in previous Play-based UI Signed-off-by: AlexDBlack <blacka101@gmail.com> * Logging level tweak for UI Signed-off-by: AlexDBlack <blacka101@gmail.com> * http not https Signed-off-by: AlexDBlack <blacka101@gmail.com> * datavec python ensure host (#113) * ensure host * one more host ensure * info->debug * [WIP] reverse improvements (#115) * initial commit Signed-off-by: raver119 <raver119@gmail.com> * reverse draft Signed-off-by: raver119 <raver119@gmail.com> * reverse kernel Signed-off-by: raver119 <raver119@gmail.com> * reverse kernel Signed-off-by: raver119 <raver119@gmail.com> * 2 micro fixes Signed-off-by: raver119 <raver119@gmail.com> * Shugeo resize fix5 (#102) * Refactored resize images ops to use TF-like bool args as input. * Refactored helpers for cpu implementation of resize_bilinear and resize_nearest_neighbor ops. * Refactored cuda implementation for image.resize_bilinear and image.resize_nearest_neighbor ops helpers. * Refactored nearest_neighbor resize op. * Added a pair of tests for special case of resize_bilinear algorithm. * Fixed issue with resize_bilinear op. * Refactored cpu implementation for helpers with resize_nearest_neighbor op. * Final fixed for resize ops to conform TF v.1.5 * Refactored cuda helpers for resize_neares_neighbor op. * Fixed resize_bilinear to accept proper data. * Fixed issue with non-float input for resize_bilinear op. * Refactored cuda helper for resize_bilinear to proper process non-float inputs. * Added tests for resize_bilinear to int inputs. * Fixed ResizeBilinear wrapper * Tests fixed * Fixed float and bool constant to avoid overflow for some kind of compilers. * Corrected float constants with float data type. * Added f suffix for float constants. * Corrected float constant to avoid overflow with initializing lists. * Corrected float initializing list with float input. * Corrected bool constant with initalizing list. * Corrected float and bool values with initializing lists. * Fixed wrong constant. * Fixed issue with 1x1 input picture for resize. * ResizeBilinear default values on import fix Signed-off-by: raver119 <raver119@gmail.com>
2019-12-06 09:10:44 +01:00
}
/*
TEST_F(DeclarableOpsTestsCuda1, Test_Reverse_TAD_1) {
auto x = NDArrayFactory::create<float>('c', {1, 3, 608, 608});
auto z = x.like();
x.linspace(1.0f);
sd::ops::reverse op;
Update master (#8511) * cleaned up bert iterator tests (#110) Signed-off-by: eraly <susan.eraly@gmail.com> * Various pre-release fixes (#111) * Various fixes Signed-off-by: AlexDBlack <blacka101@gmail.com> * Fix default dtypes for MaxPoolWithArgmax Signed-off-by: AlexDBlack <blacka101@gmail.com> * Small pre-release tweak (#112) * Log UI address on launch as in previous Play-based UI Signed-off-by: AlexDBlack <blacka101@gmail.com> * Logging level tweak for UI Signed-off-by: AlexDBlack <blacka101@gmail.com> * http not https Signed-off-by: AlexDBlack <blacka101@gmail.com> * datavec python ensure host (#113) * ensure host * one more host ensure * info->debug * [WIP] reverse improvements (#115) * initial commit Signed-off-by: raver119 <raver119@gmail.com> * reverse draft Signed-off-by: raver119 <raver119@gmail.com> * reverse kernel Signed-off-by: raver119 <raver119@gmail.com> * reverse kernel Signed-off-by: raver119 <raver119@gmail.com> * 2 micro fixes Signed-off-by: raver119 <raver119@gmail.com> * Shugeo resize fix5 (#102) * Refactored resize images ops to use TF-like bool args as input. * Refactored helpers for cpu implementation of resize_bilinear and resize_nearest_neighbor ops. * Refactored cuda implementation for image.resize_bilinear and image.resize_nearest_neighbor ops helpers. * Refactored nearest_neighbor resize op. * Added a pair of tests for special case of resize_bilinear algorithm. * Fixed issue with resize_bilinear op. * Refactored cpu implementation for helpers with resize_nearest_neighbor op. * Final fixed for resize ops to conform TF v.1.5 * Refactored cuda helpers for resize_neares_neighbor op. * Fixed resize_bilinear to accept proper data. * Fixed issue with non-float input for resize_bilinear op. * Refactored cuda helper for resize_bilinear to proper process non-float inputs. * Added tests for resize_bilinear to int inputs. * Fixed ResizeBilinear wrapper * Tests fixed * Fixed float and bool constant to avoid overflow for some kind of compilers. * Corrected float constants with float data type. * Added f suffix for float constants. * Corrected float constant to avoid overflow with initializing lists. * Corrected float initializing list with float input. * Corrected bool constant with initalizing list. * Corrected float and bool values with initializing lists. * Fixed wrong constant. * Fixed issue with 1x1 input picture for resize. * ResizeBilinear default values on import fix Signed-off-by: raver119 <raver119@gmail.com>
2019-12-06 09:10:44 +01:00
auto timeStart = std::chrono::system_clock::now();
auto status = op.execute({&x}, {&z}, {}, {1}, {});
auto timeEnd = std::chrono::system_clock::now();
auto outerTime = std::chrono::duration_cast<std::chrono::microseconds> (timeEnd - timeStart).count();
nd4j_printf("exec time: %lld us\n", outerTime);
ASSERT_EQ(Status::OK(), status);
}
*/