/* ****************************************************************************** * * * 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. * * See the NOTICE file distributed with this work for additional * information regarding copyright ownership. * 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 #include #include #include #include using namespace sd; using namespace sd::graph; class GraphStateTests : public testing::Test { public: GraphStateTests() { Environment::getInstance().setDebug(false); Environment::getInstance().setVerbose(false); }; ~GraphStateTests() { Environment::getInstance().setDebug(false); Environment::getInstance().setVerbose(false); } }; /* * PLAN: * Create GraphState * Register Scope * Add few Ops to it * Call conditional, that refers to scopes * Check results */ TEST_F(GraphStateTests, Basic_Tests_1) { auto state = (GraphState *) getGraphState(117L); ASSERT_EQ(117L, state->id()); // this call will create scope internally state->registerScope(119); sd::ops::add opA; sd::ops::LegacyTransformSameOp opB(transform::Neg); // simdOps::Neg ArgumentsList argsA; ArgumentsList argsB; state->attachOpToScope(119, 1, &opA, argsA); state->attachOpToScope(119, 2, &opB, argsB); auto scope = state->getScope(119); ASSERT_TRUE(scope != nullptr); ASSERT_EQ(2, scope->size()); deleteGraphState(state); } // just separate case for doubles wrapper in NativeOps, nothing else TEST_F(GraphStateTests, Basic_Tests_2) { auto state = (GraphState *) getGraphState(117L); ASSERT_EQ(117L, state->id()); // this call will create scope internally state->registerScope(119); sd::ops::add opA; sd::ops::LegacyTransformSameOp opB(transform::Neg); // simdOps::Neg ArgumentsList argsA; ArgumentsList argsB; state->attachOpToScope(119, 1, &opA, argsA); state->attachOpToScope(119, 2, &opB, argsB); auto scope = state->getScope(119); ASSERT_TRUE(scope != nullptr); ASSERT_EQ(2, scope->size()); deleteGraphState(state); } /* TEST_F(GraphStateTests, Stateful_Execution_1) { auto state = getGraphState(117L); Nd4jLong scopes[] = {22, 33}; //auto status = execCustomOpWithScope(nullptr, state, 10, scopes, 2, nullptr, nullptr, 0, nullptr, nullptr, 0); auto status = execCustomOpWithScope(nullptr, state, 10, scopes, 2, nullptr, nullptr, 0, nullptr, nullptr, 0); ASSERT_EQ(Status::THROW(), status); deleteGraphState(state); } TEST_F(GraphStateTests, Stateful_Execution_2) { auto state = (GraphState *) getGraphState(117L); state->registerScope(22); state->registerScope(33); Nd4jLong scopes[] = {22, 33}; auto status = execCustomOpWithScope(nullptr, state, 10, scopes, 2, nullptr, nullptr, 0, nullptr, nullptr, 0); // it's no-op: just LogicScope ASSERT_EQ(Status::OK(), status); deleteGraphState(state); } // This test checks WHILE loop TEST_F(GraphStateTests, Stateful_Execution_3) { auto var0 = NDArrayFactory::create('c', {2, 2}, {1, 2, 3, 4}); auto var1 = NDArrayFactory::create(11.0f); auto var2 = NDArrayFactory::create(2.0f); auto res0 = NDArrayFactory::create('c', {2, 2}); auto res1 = NDArrayFactory::create(0.0f); auto res2 = NDArrayFactory::create(0.0f); // registering our GraphState holder auto state = (GraphState *) getGraphState(117L); // we're prepping pointers to input/output buffers Nd4jPointer ptrBuffers[] = {(Nd4jPointer) var0.buffer(), (Nd4jPointer) var1.buffer(), (Nd4jPointer)var2.buffer()}; Nd4jPointer ptrShapes[] = {(Nd4jPointer) var0.shapeInfo(), (Nd4jPointer) var1.shapeInfo(), (Nd4jPointer)var2.shapeInfo()}; Nd4jPointer outBuffers[] = {(Nd4jPointer) res0.buffer(), (Nd4jPointer) res1.buffer(), (Nd4jPointer) res2.buffer()}; Nd4jPointer outShapes[] = {(Nd4jPointer) res0.shapeInfo(), (Nd4jPointer) res1.shapeInfo(), (Nd4jPointer) res2.shapeInfo()}; // conditional scope state->registerScope(22); sd::ops::LegacyReduceSameOp op1(reduce::Sum); sd::ops::lt_scalar op2; // while sum(var0) < var1 // this op takes sum ArgumentsList args1({{0, 0}}); // this op compares result of sum to input variable 0:1 ArgumentsList args2({{1, 0}, {0, 1}}); state->attachOpToScope(22, 1, &op1, args1); state->attachOpToScope(22, 2, &op2, args2); // body scope state->registerScope(33); // var0 + var1 + var1 // this op is var0 + var1 ArgumentsList args3({{0, 0}, {0, 2}}); // this op is result of previous op + 1 ArgumentsList args4({{3, 0}, {0, 2}}); sd::ops::add op3; sd::ops::add op4; state->attachOpToScope(33, 3, &op3, args3); state->attachOpToScope(33, 4, &op4, args4); // Now we define RETURN, which returns 1 modified variable, and 2 unmodified variables ArgumentsList args5({{4, 0}, {0, 1}, {0, 2}}); // so, at the end of body, initial variables will be updated state->defineReturn(33, 5, args5); Nd4jLong scopes[] = {22, 33}; // we're executing while loop auto status = execCustomOpWithScope(nullptr, state, 0, scopes, 2, ptrBuffers, ptrShapes, 3, outBuffers, outShapes, 3); ASSERT_EQ(Status::OK(), status); // now we check provided result array float sum = res0.reduceNumber(reduce::Sum).e(0); // Expected result is {1, 2, 3, 4} + {2} elementwise + {2} elementwise, which gives { 5, 6, 7, 8}, and sum should be 26 ASSERT_NEAR(26.0f, sum, 1e-5); // nd4j_printf("0 ------------------\n",""); deleteGraphState(state); // nd4j_printf("1 ------------------\n",""); } // This test checks CONDITIONAL execution for FALSE TEST_F(GraphStateTests, Stateful_Execution_4) { auto var0 = NDArrayFactory::create('c', {2, 2}, {1, 2, 3, 4}); auto var1 = NDArrayFactory::create(5.0f); auto res0 = NDArrayFactory::create('c', {2, 2}); auto res1 = NDArrayFactory::create(0.0f); auto exp = NDArrayFactory::create('c', {2, 2}, {-4, -3, -2, -1}); // registering our GraphState holder auto state = (GraphState *) getGraphState(117L); // we're prepping pointers to input/output buffers Nd4jPointer ptrBuffers[] = {(Nd4jPointer) var0.buffer(), (Nd4jPointer) var1.buffer()}; Nd4jPointer ptrShapes[] = {(Nd4jPointer) var0.shapeInfo(), (Nd4jPointer) var1.shapeInfo()}; Nd4jPointer outBuffers[] = {(Nd4jPointer) res0.buffer(), (Nd4jPointer) res1.buffer()}; Nd4jPointer outShapes[] = {(Nd4jPointer) res0.shapeInfo(), (Nd4jPointer) res1.shapeInfo()}; // conditional scope state->registerScope(22); sd::ops::LegacyReduceSameOp op1(reduce::Sum); sd::ops::lt_scalar op2; // if sum(var0) < var1 // this op takes sum ArgumentsList args1({{0, 0}}); // this op compares result of sum to input variable 0:1 ArgumentsList args2({{1, 0}, {0, 1}}); state->attachOpToScope(22, 1, &op1, args1); state->attachOpToScope(22, 2, &op2, args2); // false scope state->registerScope(33); ArgumentsList args3({{0, 0}, {0, 1}}); sd::ops::subtract op3; state->attachOpToScope(33, 3, &op3, args3); // return for false scope ArgumentsList args10({{3, 0}, {0, 1}}); state->defineReturn(33, 10, args10); // true scope state->registerScope(44); ArgumentsList args4({{0, 0}, {0, 1}}); sd::ops::add op4; state->attachOpToScope(44, 4, &op4, args4); // return for false scope ArgumentsList args20({{4, 0}, {0, 1}}); state->defineReturn(44, 20, args20); Nd4jLong scopes[] = {22, 33, 44}; // we're executing conditional op auto status = execCustomOpWithScope(nullptr, state, 20, scopes, 3, ptrBuffers, ptrShapes, 2, outBuffers, outShapes, 2); ASSERT_EQ(Status::OK(), status); ASSERT_TRUE(exp.isSameShape(&res0)); ASSERT_TRUE(exp.equalsTo(&res0)); deleteGraphState(state); } // This test checks CONDITIONAL execution for TRUE TEST_F(GraphStateTests, Stateful_Execution_5) { auto var0 = NDArrayFactory::create('c', {2, 2}, {1, 2, 3, 4}); auto var1 = NDArrayFactory::create(5.0f); auto res0 = NDArrayFactory::create('c', {2, 2}); auto res1 = NDArrayFactory::create(0.0f); auto exp = NDArrayFactory::create('c', {2, 2}, {6, 7, 8, 9}); // registering our GraphState holder auto state = (GraphState *) getGraphState(117L); // we're prepping pointers to input/output buffers Nd4jPointer ptrBuffers[] = {(Nd4jPointer) var0.buffer(), (Nd4jPointer) var1.buffer()}; Nd4jPointer ptrShapes[] = {(Nd4jPointer) var0.shapeInfo(), (Nd4jPointer) var1.shapeInfo()}; Nd4jPointer outBuffers[] = {(Nd4jPointer) res0.buffer(), (Nd4jPointer) res1.buffer()}; Nd4jPointer outShapes[] = {(Nd4jPointer) res0.shapeInfo(), (Nd4jPointer) res1.shapeInfo()}; // conditional scope state->registerScope(22); sd::ops::LegacyReduceSameOp op1(reduce::Sum); sd::ops::gt_scalar op2; // if sum(var0) < var1 // this op takes sum ArgumentsList args1({{0, 0}}); // this op compares result of sum to input variable 0:1 ArgumentsList args2({{1, 0}, {0, 1}}); state->attachOpToScope(22, 1, &op1, args1); state->attachOpToScope(22, 2, &op2, args2); // false scope state->registerScope(33); ArgumentsList args3({{0, 0}, {0, 1}}); sd::ops::subtract op3; state->attachOpToScope(33, 3, &op3, args3); // return for false scope ArgumentsList args10({{3, 0}, {0, 1}}); state->defineReturn(33, 10, args10); // true scope state->registerScope(44); ArgumentsList args4({{0, 0}, {0, 1}}); sd::ops::add op4; state->attachOpToScope(44, 4, &op4, args4); // return for false scope ArgumentsList args20({{4, 0}, {0, 1}}); state->defineReturn(44, 20, args20); Nd4jLong scopes[] = {22, 33, 44}; // we're executing conditional op auto status = execCustomOpWithScope(nullptr, state, 20, scopes, 3, ptrBuffers, ptrShapes, 2, outBuffers, outShapes, 2); ASSERT_EQ(Status::OK(), status); ASSERT_TRUE(exp.isSameShape(&res0)); ASSERT_TRUE(exp.equalsTo(&res0)); deleteGraphState(state); } */