Change dynamic fusion API to return destination tensor info

The new dynamic fusion API is introduced in the following patch:
https://review.mlplatform.org/c/ml/ComputeLibrary/+/8906

For each operator (except Conv2D, which is migrated in the above patch), we
   - remove destination tensor from is_supported, validate and create calls
   - make create_op return ITensorInfo* to the intermediate destination object

Affected operators:
   - DepthwiseConv2D
   - Cast
   - Elementwise Ops
   - Clamp
   - Reshape
   - Resize

Resolves: COMPMID-5777
Change-Id: Ib60ec8a5f081752808455d7a7d790f2ed0627059
Signed-off-by: Gunes Bayir <gunes.bayir@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/8991
Reviewed-by: Ramy Elgammal <ramy.elgammal@arm.com>
Reviewed-by: Jakub Sujak <jakub.sujak@arm.com>
Dynamic-Fusion: Ramy Elgammal <ramy.elgammal@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>

1 files changed, 20 insertions, 28 deletions

diff --git a/tests/validation/dynamic_fusion/gpu/Integration.cpp b/tests/validation/dynamic_fusion/gpu/Integration.cpp
index a70f512f9f..7f2d439183 100644
--- a/tests/validation/dynamic_fusion/gpu/Integration.cpp
+++ b/tests/validation/dynamic_fusion/gpu/Integration.cpp
@@ -158,20 +158,17 @@ TEST_CASE(Add_Output_Add_Output, framework::DatasetMode::ALL)
     auto              gpu_ctx        = GpuWorkloadContext{ &cl_compile_ctx };
     GpuWorkloadSketch sketch{ &gpu_ctx };
 
-    auto in_0_info = sketch.create_tensor_info(t_input_shape, 1, data_type);
-    auto in_1_info = sketch.create_tensor_info(t_input_shape, 1, data_type);
-    auto in_2_info = sketch.create_tensor_info(t_input_shape, 1, data_type);
+    TensorInfo in_0_info = sketch.create_tensor_info(t_input_shape, 1, data_type);
+    TensorInfo in_1_info = sketch.create_tensor_info(t_input_shape, 1, data_type);
+    TensorInfo in_2_info = sketch.create_tensor_info(t_input_shape, 1, data_type);
 
-    auto out_0_info = sketch.create_tensor_info();
-    auto out_1_info = sketch.create_tensor_info();
+    TensorInfo out_0_info = sketch.create_tensor_info();
+    TensorInfo out_1_info = sketch.create_tensor_info();
 
-    auto ans_0_info = sketch.create_tensor_info();
-    auto ans_1_info = sketch.create_tensor_info();
-
-    GpuAdd::create_op(sketch, &in_0_info, &in_1_info, &ans_0_info);
-    GpuOutput::create_op(sketch, &ans_0_info, &out_0_info);
-    GpuAdd::create_op(sketch, &ans_0_info, &in_2_info, &ans_1_info);
-    GpuOutput::create_op(sketch, &ans_1_info, &out_1_info);
+    ITensorInfo *ans_0_info = GpuAdd::create_op(sketch, &in_0_info, &in_1_info);
+    GpuOutput::create_op(sketch, ans_0_info, &out_0_info);
+    ITensorInfo *ans_1_info = GpuAdd::create_op(sketch, ans_0_info, &in_2_info);
+    GpuOutput::create_op(sketch, ans_1_info, &out_1_info);
 
     // Configure runtime
     ClWorkloadRuntime runtime;
@@ -257,17 +254,12 @@ TEST_CASE(Add_Output_Add_Cast_Cast_Output, framework::DatasetMode::ALL)
     auto              gpu_ctx        = GpuWorkloadContext{ &cl_compile_ctx };
     GpuWorkloadSketch sketch{ &gpu_ctx };
 
-    auto in_0_info = sketch.create_tensor_info(t_input_shape, 1, data_type);
-    auto in_1_info = sketch.create_tensor_info(t_input_shape, 1, data_type);
-    auto in_2_info = sketch.create_tensor_info(t_input_shape, 1, data_type);
-
-    auto out_0_info = sketch.create_tensor_info();
-    auto out_1_info = sketch.create_tensor_info();
+    TensorInfo in_0_info = sketch.create_tensor_info(t_input_shape, 1, data_type);
+    TensorInfo in_1_info = sketch.create_tensor_info(t_input_shape, 1, data_type);
+    TensorInfo in_2_info = sketch.create_tensor_info(t_input_shape, 1, data_type);
 
-    auto ans_0_info = sketch.create_tensor_info();
-    auto ans_1_info = sketch.create_tensor_info();
-    auto ans_2_info = sketch.create_tensor_info();
-    auto ans_3_info = sketch.create_tensor_info();
+    TensorInfo out_0_info = sketch.create_tensor_info();
+    TensorInfo out_1_info = sketch.create_tensor_info();
 
     CastAttributes cast_0_attr;
     cast_0_attr.data_type(DataType::S32).convert_policy(ConvertPolicy::SATURATE);
@@ -275,12 +267,12 @@ TEST_CASE(Add_Output_Add_Cast_Cast_Output, framework::DatasetMode::ALL)
     CastAttributes cast_1_attr;
     cast_1_attr.data_type(DataType::F32).convert_policy(ConvertPolicy::SATURATE);
 
-    GpuAdd::create_op(sketch, &in_0_info, &in_1_info, &ans_0_info);
-    GpuOutput::create_op(sketch, &ans_0_info, &out_0_info);
-    GpuAdd::create_op(sketch, &ans_0_info, &in_2_info, &ans_1_info);
-    GpuCast::create_op(sketch, &ans_1_info, &ans_2_info, cast_0_attr);
-    GpuCast::create_op(sketch, &ans_2_info, &ans_3_info, cast_1_attr);
-    GpuOutput::create_op(sketch, &ans_3_info, &out_1_info);
+    ITensorInfo *ans_0_info = GpuAdd::create_op(sketch, &in_0_info, &in_1_info);
+    GpuOutput::create_op(sketch, ans_0_info, &out_0_info);
+    ITensorInfo *ans_1_info = GpuAdd::create_op(sketch, ans_0_info, &in_2_info);
+    ITensorInfo *ans_2_info = GpuCast::create_op(sketch, ans_1_info, cast_0_attr);
+    ITensorInfo *ans_3_info = GpuCast::create_op(sketch, ans_2_info, cast_1_attr);
+    GpuOutput::create_op(sketch, ans_3_info, &out_1_info);
 
     // Configure runtime
     ClWorkloadRuntime runtime;