diff options
Diffstat (limited to 'tensorflow/c/c_api_test.cc')
-rw-r--r-- | tensorflow/c/c_api_test.cc | 84 |
1 files changed, 75 insertions, 9 deletions
diff --git a/tensorflow/c/c_api_test.cc b/tensorflow/c/c_api_test.cc index e674b1623c..aa2a537f03 100644 --- a/tensorflow/c/c_api_test.cc +++ b/tensorflow/c/c_api_test.cc @@ -1483,8 +1483,8 @@ class CApiGradientsTest : public ::testing::Test { BuildSuccessGraph(inputs, outputs); BuildExpectedGraph(grad_inputs_provided, expected_grad_outputs); - AddGradients(grad_inputs_provided, inputs, 2, outputs, 1, grad_outputs); - + AddGradients(grad_inputs_provided, nullptr, inputs, 2, outputs, 1, + grad_outputs); EXPECT_EQ(TF_OK, TF_GetCode(s_)) << TF_Message(s_); // Compare that the graphs match. @@ -1505,7 +1505,8 @@ class CApiGradientsTest : public ::testing::Test { BuildErrorGraph(inputs, outputs); - AddGradients(grad_inputs_provided, inputs, 1, outputs, 1, grad_outputs); + AddGradients(grad_inputs_provided, nullptr, inputs, 1, outputs, 1, + grad_outputs); string expected_msg = "No gradient defined for op: TestOpWithNoGradient. Please see " @@ -1549,19 +1550,20 @@ class CApiGradientsTest : public ::testing::Test { EXPECT_EQ(*a_data, *b_data); } - void AddGradients(bool grad_inputs_provided, TF_Output* inputs, int ninputs, - TF_Output* outputs, int noutputs, TF_Output* grad_outputs) { + void AddGradients(bool grad_inputs_provided, const char* prefix, + TF_Output* inputs, int ninputs, TF_Output* outputs, + int noutputs, TF_Output* grad_outputs) { if (grad_inputs_provided) { TF_Output grad_inputs[1]; const float grad_inputs_val[] = {1.0, 1.0, 1.0, 1.0}; TF_Operation* grad_inputs_op = FloatConst2x2(graph_, s_, grad_inputs_val, "GradInputs"); grad_inputs[0] = TF_Output{grad_inputs_op, 0}; - TF_AddGradients(graph_, outputs, noutputs, inputs, ninputs, grad_inputs, - s_, grad_outputs); + TF_AddGradientsWithPrefix(graph_, prefix, outputs, noutputs, inputs, + ninputs, grad_inputs, s_, grad_outputs); } else { - TF_AddGradients(graph_, outputs, noutputs, inputs, ninputs, nullptr, s_, - grad_outputs); + TF_AddGradientsWithPrefix(graph_, prefix, outputs, noutputs, inputs, + ninputs, nullptr, s_, grad_outputs); } } @@ -1706,6 +1708,20 @@ class CApiGradientsTest : public ::testing::Test { return op; } + void BuildGraphAndAddGradientsWithPrefixes(const char* prefix1, + const char* prefix2 = nullptr) { + TF_Output inputs[2]; + TF_Output outputs[1]; + TF_Output grad_outputs[2]; + + BuildSuccessGraph(inputs, outputs); + + AddGradients(false, prefix1, inputs, 2, outputs, 1, grad_outputs); + if (prefix2 != nullptr) { + AddGradients(false, prefix2, inputs, 2, outputs, 1, grad_outputs); + } + } + TF_Status* s_; TF_Graph* graph_; TF_Graph* expected_graph_; @@ -1725,6 +1741,56 @@ TEST_F(CApiGradientsTest, OpWithNoGradientRegistered_NoGradInputs) { TestGradientsError(false); } +TEST_F(CApiGradientsTest, GradientsPrefix_PrefixIsOk) { + BuildGraphAndAddGradientsWithPrefixes("gradients"); + ASSERT_EQ(TF_OK, TF_GetCode(s_)) << TF_Message(s_); +} + +TEST_F(CApiGradientsTest, GradientsPrefix_TwoGradientsWithDistinctPrefixes) { + BuildGraphAndAddGradientsWithPrefixes("gradients", "gradients_1"); + ASSERT_EQ(TF_OK, TF_GetCode(s_)) << TF_Message(s_); +} + +TEST_F(CApiGradientsTest, GradientsPrefix_TwoGradientsInSameScope) { + BuildGraphAndAddGradientsWithPrefixes("scope/gradients", "scope/gradients_1"); + ASSERT_EQ(TF_OK, TF_GetCode(s_)) << TF_Message(s_); +} + +TEST_F(CApiGradientsTest, GradientsPrefix_TwoGradientsInDifferentScopes) { + BuildGraphAndAddGradientsWithPrefixes("scope/gradients", "scope_1/gradients"); + ASSERT_EQ(TF_OK, TF_GetCode(s_)) << TF_Message(s_); +} + +TEST_F(CApiGradientsTest, GradientsPrefix_2ndGradientsAsSubScopeOf1st) { + BuildGraphAndAddGradientsWithPrefixes("gradients", "gradients/sub"); + ASSERT_EQ(TF_OK, TF_GetCode(s_)) << TF_Message(s_); +} + +TEST_F(CApiGradientsTest, GradientsPrefix_PrefixMatchesExistingNodeName) { + BuildGraphAndAddGradientsWithPrefixes("Const_0"); + ASSERT_EQ(TF_INVALID_ARGUMENT, TF_GetCode(s_)) << TF_Message(s_); +} + +TEST_F(CApiGradientsTest, GradientsPrefix_TwoGradientsWithIdenticalPrefixes) { + BuildGraphAndAddGradientsWithPrefixes("gradients", "gradients"); + ASSERT_EQ(TF_INVALID_ARGUMENT, TF_GetCode(s_)) << TF_Message(s_); +} + +TEST_F(CApiGradientsTest, GradientsPrefix_2ndGradientsMatchingNodeOf1st) { + BuildGraphAndAddGradientsWithPrefixes("gradients", "gradients/MatMul"); + ASSERT_EQ(TF_INVALID_ARGUMENT, TF_GetCode(s_)) << TF_Message(s_); +} + +TEST_F(CApiGradientsTest, GradientsPrefix_1stGradientsMatchingNodeOf2nd) { + BuildGraphAndAddGradientsWithPrefixes("gradients/MatMul", "gradients"); + ASSERT_EQ(TF_INVALID_ARGUMENT, TF_GetCode(s_)) << TF_Message(s_); +} + +TEST_F(CApiGradientsTest, GradientsPrefix_2ndGradientsAsParentScopeOf1st) { + BuildGraphAndAddGradientsWithPrefixes("gradients/sub", "gradients"); + ASSERT_EQ(TF_INVALID_ARGUMENT, TF_GetCode(s_)) << TF_Message(s_); +} + void ScalarFloatFromTensor(const TF_Tensor* t, float* f) { ASSERT_TRUE(t != nullptr); ASSERT_EQ(TF_FLOAT, TF_TensorType(t)); |