test(aten::stack): Added test for aten::stack

Signed-off-by: Abhiram Iyer <[email protected]>

Signed-off-by: Abhiram Iyer <[email protected]>

Author: abhi-iyer

tests/core/converters/BUILD

@@ -63,6 +63,10 @@ converter_test(
   name = "test_select"
 )
 
+converter_test(
+  name = "test_stack"
+)
+
 test_suite(
   name = "test_converters",
   tests = [
@@ -78,7 +82,8 @@ test_suite(
     ":test_softmax",
     ":test_unary",
     ":test_interpolate",
-    ":test_select"
+    ":test_select",
+    ":test_stack"
   ]
 )
 

tests/core/converters/test_stack.cpp

@@ -0,0 +1,53 @@
+#include <string>
+#include "gtest/gtest.h"
+#include "torch/csrc/jit/ir/irparser.h"
+#include "tests/util/util.h"
+#include "core/compiler.h"
+
+TEST(Converters, ATenStackPureTensorConvertsCorrectly) {
+    const auto graph = R"IR(
+      graph(%0 : Tensor,
+            %1 : Tensor):
+        %2 : Tensor[] = prim::ListConstruct(%0, %1)
+        %3 : int = prim::Constant[value=3]()
+        %4 : Tensor = aten::stack(%2, %3)
+        return (%4))IR";
+
+    auto g = std::make_shared<torch::jit::Graph>();
+    torch::jit::parseIR(graph, &*g);
+
+    auto in1 = at::randint(1, 10, {4, 4, 4}, {at::kCUDA});
+    auto in2 = at::randint(1, 10, {4, 4, 4}, {at::kCUDA});
+
+    auto params = trtorch::core::conversion::get_named_params(g->inputs(), {});
+    auto jit_results = trtorch::tests::util::RunGraph(g, params, {in1, in2});
+
+    params = trtorch::core::conversion::get_named_params(g->inputs(), {});
+    auto trt_results = trtorch::tests::util::RunGraphEngine(g, params, {in1, in2});
+
+    ASSERT_TRUE(trtorch::tests::util::almostEqual(jit_results[0], trt_results[0].reshape_as(jit_results[0]), 2e-6));
+}
+
+TEST(Converters, ATenStackDiffTensorConvertsCorrectly) {
+    const auto graph = R"IR(
+      graph(%0 : Tensor,
+            %1 : Float(4, 4, 4)):
+        %2 : Tensor[] = prim::ListConstruct(%0, %1)
+        %3 : int = prim::Constant[value=1]()
+        %4 : Tensor = aten::stack(%2, %3)
+        return (%4))IR";
+
+    auto g = std::make_shared<torch::jit::Graph>();
+    torch::jit::parseIR(graph, &*g);
+
+    auto in1 = at::randint(1, 10, {4, 4, 4}, {at::kCUDA});
+    auto in2 = at::randint(1, 10, {4, 4, 4}, {at::kCUDA});
+
+    auto params = trtorch::core::conversion::get_named_params(g->inputs(), {in2});
+    auto jit_results = trtorch::tests::util::RunGraph(g, params, {in1});
+
+    params = trtorch::core::conversion::get_named_params(g->inputs(), {in2});
+    auto trt_results = trtorch::tests::util::RunGraphEngine(g, params, {in1});
+
+    ASSERT_TRUE(trtorch::tests::util::almostEqual(jit_results[0], trt_results[0].reshape_as(jit_results[0]), 2e-6));
+}