tests: Fix tests

Signed-off-by: Naren Dasan <naren@narendasan.com>

.circleci/config.yml

@@ -674,7 +674,7 @@ workflows:
           requires:
             - build-x86_64-pyt-release
 
-      - test-py-ts-x86_64:
+      - test-py-fx-x86_64:
           name: test-py-fx-x86_64-pyt-release
           channel: "release"
           torch-build: << pipeline.parameters.torch-release-build >>
@@ -752,7 +752,7 @@ workflows:
           requires:
             - build-x86_64-pyt-release
 
-      - test-py-ts-x86_64:
+      - test-py-fx-x86_64:
           name: test-py-fx-x86_64-pyt-release
           channel: "release"
           torch-build: << pipeline.parameters.torch-release-build >>

cpp/include/torch_tensorrt/torch_tensorrt.h

@@ -569,7 +569,7 @@ struct TORCHTRT_API CompileSpec {
   CompileSpec(std::vector<std::vector<int64_t>> fixed_sizes);
 
   /**
-   * @brief Construct a new Extra Info object
+   * @brief Construct a new Compile Spec object
    * Convienence constructor to set fixed input size from c10::ArrayRef's (the
    * output of tensor.sizes()) describing size of input tensors. Each entry in
    * the vector represents a input and should be provided in call order.
@@ -583,7 +583,7 @@ struct TORCHTRT_API CompileSpec {
   CompileSpec(std::vector<c10::ArrayRef<int64_t>> fixed_sizes);
 
   /**
-   * @brief Construct a new Extra Info object from input ranges.
+   * @brief Construct a new Compile Spec object from input ranges.
    * Each entry in the vector represents a input and should be provided in call
    * order.
    *
@@ -594,8 +594,7 @@ struct TORCHTRT_API CompileSpec {
   CompileSpec(std::vector<Input> inputs);
 
   /**
-   * @brief Construct a new Extra Info object from IValue.
-   * The IValue store a complex Input
+   * @brief Construct a new Compile Spec  object from IValue which represents the nesting of input tensors for a module.
    *
    * @param input_signature
    */

tests/cpp/BUILD

@@ -19,7 +19,7 @@ test_suite(
         ":test_serialization",
         ":test_module_fallback",
         ":test_example_tensors",
-        ":test_collection"
+        ":test_collections"
     ],
 )
 
@@ -34,7 +34,7 @@ test_suite(
         ":test_serialization",
         ":test_module_fallback",
         ":test_example_tensors",
-        ":test_collection"
+        ":test_collections"
     ],
 )
 
@@ -125,8 +125,8 @@ cc_test(
 )
 
 cc_test(
-    name = "test_collection",
-    srcs = ["test_collection.cpp"],
+    name = "test_collections",
+    srcs = ["test_collections.cpp"],
     data = [
         "//tests/modules:jit_models",
     ],

tests/cpp/test_collection.cpp → tests/cpp/test_collections.cpp

@@ -8,7 +8,7 @@
 
 TEST(CppAPITests, TestCollectionStandardTensorInput) {
 
-  std::string path = "tests/modules/standard_tensor_input.jit.pt";
+  std::string path = "tests/modules/standard_tensor_input_scripted.jit.pt";
   torch::Tensor in0 = torch::randn({1, 3, 512, 512}, torch::kCUDA).to(torch::kHalf);
   std::vector<at::Tensor> inputs;
   inputs.push_back(in0);
@@ -53,7 +53,7 @@ TEST(CppAPITests, TestCollectionStandardTensorInput) {
 
 TEST(CppAPITests, TestCollectionTupleInput) {
 
-  std::string path = "tests/modules/tuple_input.jit.pt";
+  std::string path = "tests/modules/tuple_input_scripted.jit.pt";
   torch::Tensor in0 = torch::randn({1, 3, 512, 512}, torch::kCUDA).to(torch::kHalf);
 
   torch::jit::Module mod;
@@ -103,7 +103,7 @@ TEST(CppAPITests, TestCollectionTupleInput) {
 
 TEST(CppAPITests, TestCollectionListInput) {
 
-  std::string path = "tests/modules/list_input.jit.pt";
+  std::string path = "tests/modules/list_input_scripted.jit.pt";
   torch::Tensor in0 = torch::randn({1, 3, 512, 512}, torch::kCUDA).to(torch::kHalf);
   std::vector<at::Tensor> inputs;
   inputs.push_back(in0);
@@ -169,7 +169,7 @@ TEST(CppAPITests, TestCollectionListInput) {
 
 TEST(CppAPITests, TestCollectionTupleInputOutput) {
 
-  std::string path = "tests/modules/tuple_input_output.jit.pt";
+  std::string path = "tests/modules/tuple_input_output_scripted.jit.pt";
 
   torch::Tensor in0 = torch::randn({1, 3, 512, 512}, torch::kCUDA).to(torch::kHalf);
 
@@ -224,7 +224,7 @@ TEST(CppAPITests, TestCollectionTupleInputOutput) {
 
 TEST(CppAPITests, TestCollectionListInputOutput) {
 
-  std::string path = "tests/modules/list_input_output.jit.pt";
+  std::string path = "tests/modules/list_input_output_scripted.jit.pt";
   torch::Tensor in0 = torch::randn({1, 3, 512, 512}, torch::kCUDA).to(torch::kHalf);
   std::vector<at::Tensor> inputs;
   inputs.push_back(in0);
@@ -295,7 +295,7 @@ TEST(CppAPITests, TestCollectionListInputOutput) {
 
 TEST(CppAPITests, TestCollectionComplexModel) {
 
-  std::string path = "tests/modules/complex_model.jit.pt";
+  std::string path = "tests/modules/list_input_tuple_output_scripted.jit.pt";
   torch::Tensor in0 = torch::randn({1, 3, 512, 512}, torch::kCUDA).to(torch::kHalf);
   std::vector<at::Tensor> inputs;
   inputs.push_back(in0);

tests/cpp/test_example_tensors.cpp

@@ -9,7 +9,9 @@ TEST_P(CppAPITests, InputsFromTensors) {
     trt_inputs_ivalues.push_back(in.clone());
   }
 
-  auto spec = torch_tensorrt::ts::CompileSpec({trt_inputs_ivalues[0].toTensor()});
+
+  auto inputs = std::vector<torch_tensorrt::Input>{trt_inputs_ivalues[0].toTensor()};
+  auto spec = torch_tensorrt::ts::CompileSpec(inputs);
 
   auto trt_mod = torch_tensorrt::ts::compile(mod, spec);
   torch::jit::IValue trt_results_ivalues = torch_tensorrt::tests::util::RunModuleForward(trt_mod, trt_inputs_ivalues);

tests/modules/hub.py

@@ -128,10 +128,10 @@
         "model": cm.ListInputTupleOutput(),
         "path": "script"
     },
-    "bert_base_uncased": {
-        "model": cm.BertModule(),
-        "path": "trace"
-    }
+    #"bert_base_uncased": {
+    #    "model": cm.BertModule(),
+    #    "path": "trace"
+    #}
 }