Merge branch 'develop' of github.com:ROCmSoftwarePlatform/AMDMIGraphX into dyn_shape_update

.github/workflows/ci.yaml

@@ -15,7 +15,8 @@ jobs:
 
     steps:
     - name: Free space
-      run: sudo rm -rf /usr/local/android /usr/share/dotnet /usr/local/share/boost /opt/ghc /usr/local/share/chrom* /usr/share/swift /usr/local/julia*
+      run: sudo rm -rf /usr/local/android /usr/share/dotnet /usr/local/share/boost /opt/ghc /usr/local/share/chrom* /usr/share/swift /usr/local/julia* /usr/local/lib/android
+
     - uses: actions/checkout@v2
 
     # In this step, this action saves a list of existing images,
@@ -63,7 +64,7 @@ jobs:
 
     steps:
     - name: Free space
-      run: sudo rm -rf /usr/local/android /usr/share/dotnet /usr/local/share/boost /opt/ghc /usr/local/share/chrom* /usr/share/swift /usr/local/julia*
+      run: sudo rm -rf /usr/local/android /usr/share/dotnet /usr/local/share/boost /opt/ghc /usr/local/share/chrom* /usr/share/swift /usr/local/julia* /usr/local/lib/android
     - uses: actions/checkout@v2
 
     # In this step, this action saves a list of existing images,
@@ -108,7 +109,7 @@ jobs:
 
     steps:
     - name: Free space
-      run: sudo rm -rf /usr/local/android /usr/share/dotnet /usr/local/share/boost /opt/ghc /usr/local/share/chrom* /usr/share/swift /usr/local/julia*
+      run: sudo rm -rf /usr/local/android /usr/share/dotnet /usr/local/share/boost /opt/ghc /usr/local/share/chrom* /usr/share/swift /usr/local/julia* /usr/local/lib/android
     - uses: actions/checkout@v2
 
     # In this step, this action saves a list of existing images,
@@ -143,7 +144,7 @@ jobs:
 
     steps:
     - name: Free space
-      run: sudo rm -rf /usr/local/android /usr/share/dotnet /usr/local/share/boost /opt/ghc /usr/local/share/chrom* /usr/share/swift /usr/local/julia*
+      run: sudo rm -rf /usr/local/android /usr/share/dotnet /usr/local/share/boost /opt/ghc /usr/local/share/chrom* /usr/share/swift /usr/local/julia* /usr/local/lib/android
     - uses: actions/checkout@v2
     - name: Set up Python
       uses: actions/setup-python@v2
@@ -182,7 +183,7 @@ jobs:
 
     steps:
     - name: Free space
-      run: sudo rm -rf /usr/local/android /usr/share/dotnet /usr/local/share/boost /opt/ghc /usr/local/share/chrom* /usr/share/swift /usr/local/julia*
+      run: sudo rm -rf /usr/local/android /usr/share/dotnet /usr/local/share/boost /opt/ghc /usr/local/share/chrom* /usr/share/swift /usr/local/julia* /usr/local/lib/android
     - uses: actions/checkout@v2
     - name: Set up Python
       uses: actions/setup-python@v2

CMakeLists.txt

@@ -93,11 +93,14 @@ rocm_enable_clang_tidy(
         modernize-*
         performance-*
         readability-*
-        -bugprone-signed-char-misuse
+        -bugprone-easily-swappable-parameters
+        -bugprone-implicit-widening-of-multiplication-result
         -bugprone-macro-parentheses
+        -bugprone-signed-char-misuse
         # Disable the aliased reserved identifiers
         -cert-dcl37-c
         -cert-dcl51-cpp
+        -cert-err33-c
         -cert-str34-c
         # Disable all alpha checks by default
         -clang-analyzer-alpha*
@@ -127,6 +130,7 @@ rocm_enable_clang_tidy(
         -cppcoreguidelines-pro-type-union-access
         -cppcoreguidelines-pro-type-vararg
         -cppcoreguidelines-special-member-functions
+        -cppcoreguidelines-virtual-class-destructor
         -google-readability-*
         -google-runtime-int
         -google-runtime-references
@@ -144,8 +148,10 @@ rocm_enable_clang_tidy(
         -readability-convert-member-functions-to-static
         -readability-else-after-return
         -readability-function-cognitive-complexity
+        -readability-identifier-length
         -readability-named-parameter
         -readability-redundant-string-init
+        -readability-suspicious-call-argument
         -readability-uppercase-literal-suffix
         -*-avoid-c-arrays
         -*-explicit-constructor
@@ -178,7 +184,7 @@ rocm_enable_cppcheck(
         style
         performance
         portability
-    SUPPRESS 
+    SUPPRESS
         ConfigurationNotChecked
         unmatchedSuppression
         unusedFunction
@@ -216,6 +222,7 @@ rocm_enable_cppcheck(
         CPPCHECK=1
         __device__=
         __host__=
+        __global__=
 )
 
 enable_testing()

Dockerfile

-FROM ubuntu:18.04
+FROM ubuntu:20.04
 
 ARG PREFIX=/usr/local
 
@@ -6,7 +6,7 @@ ARG PREFIX=/usr/local
 RUN dpkg --add-architecture i386
 
 # Add rocm repository
-RUN sh -c 'echo deb [arch=amd64 trusted=yes] http://repo.radeon.com/rocm/apt/4.5/ ubuntu main > /etc/apt/sources.list.d/rocm.list'
+RUN sh -c 'echo deb [arch=amd64 trusted=yes] http://repo.radeon.com/rocm/apt/5.0.2/ ubuntu main > /etc/apt/sources.list.d/rocm.list'
 
 # Install dependencies
 RUN apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y --allow-unauthenticated \
@@ -16,16 +16,12 @@ RUN apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y --allow-
     cmake \
     curl \
     doxygen \
-    g++-5 \
     g++-7 \
     gdb \
     git \
     lcov \
     locales \
     pkg-config \
-    python \
-    python-dev \
-    python-pip \
     python3 \
     python3-dev \
     python3-pip \

cmake/Embed.cmake

@@ -94,5 +94,6 @@ function(add_embed_library EMBED_NAME)
     generate_embed_source(${EMBED_NAME} SRC ${SRC_FILE} HEADER ${HEADER_FILE} OBJECTS ${OUTPUT_FILES} SYMBOLS ${SYMBOLS})
     add_library(${EMBED_NAME} STATIC ${OUTPUT_FILES} "${SRC_FILE}")
     target_include_directories(${EMBED_NAME} PUBLIC "${EMBED_DIR}/include")
+    target_compile_options(${EMBED_NAME} PRIVATE -Wno-reserved-identifier)
     set_target_properties(${EMBED_NAME} PROPERTIES POSITION_INDEPENDENT_CODE On)
 endfunction()

cmake/EnableCompilerWarnings.cmake

@@ -96,6 +96,7 @@ else()
                 -Wno-gnu-zero-variadic-macro-arguments
                 -Wno-missing-prototypes
                 -Wno-nested-anon-types
+                -Wno-option-ignored
                 -Wno-padded
                 -Wno-shorten-64-to-32
                 -Wno-sign-conversion

hip-clang.docker

-FROM ubuntu:18.04
+FROM ubuntu:20.04
 
 ARG PREFIX=/usr/local
 
@@ -6,7 +6,7 @@ ARG PREFIX=/usr/local
 RUN dpkg --add-architecture i386
 
 # Add rocm repository
-RUN sh -c 'echo deb [arch=amd64 trusted=yes] http://repo.radeon.com/rocm/apt/4.5/ ubuntu main > /etc/apt/sources.list.d/rocm.list'
+RUN sh -c 'echo deb [arch=amd64 trusted=yes] http://repo.radeon.com/rocm/apt/5.0.2/ ubuntu main > /etc/apt/sources.list.d/rocm.list'
 
 # Install dependencies
 RUN apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y --allow-unauthenticated \
@@ -20,9 +20,6 @@ RUN apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y --allow-
     git \
     lcov \
     pkg-config \
-    python \
-    python-dev \
-    python-pip \
     python3 \
     python3-dev \
     python3-pip \

src/api/include/migraphx/migraphx.hpp

@@ -314,6 +314,7 @@ struct interface_base : Base
                 T** y = reinterpret_cast<T**>(out);
                 T* x  = reinterpret_cast<T*>(input);
                 assert(x != nullptr and y != nullptr and *y == nullptr);
+                // cppcheck-suppress useSmartPointer
                 *y = new T(*x); // NOLINT
             });
         };
@@ -339,6 +340,7 @@ struct interface_base : Base
     template <class T, class Setter, class F>
     void set_auto_fp(Setter setter, F f)
     {
+        // cppcheck-suppress constParameter
         return set_fp<T>(setter, [=](T& obj, auto out, auto... xs) {
             auto_invoke(f, out, obj, auto_convert_param(rank<2>{}, xs)...);
         });

src/driver/marker_roctx.cpp

@@ -17,7 +17,7 @@ class marker_roctx
     std::function<int(const char*)> sym_roctx_range_push;
     std::function<int()> sym_roctx_range_pop;
 
-    uint64_t range_id;
+    uint64_t range_id = 0;
 
     public:
     marker_roctx()

src/include/migraphx/filesystem.hpp

@@ -3,7 +3,10 @@
 
 #include <migraphx/config.hpp>
 
-#if defined(__has_include) && !defined(CPPCHECK)
+#if defined(CPPCHECK)
+#define MIGRAPHX_HAS_FILESYSTEM 1
+#define MIGRAPHX_HAS_FILESYSTEM_TS 1
+#elif defined(__has_include)
 #if __has_include(<filesystem>) && __cplusplus >= 201703L
 #define MIGRAPHX_HAS_FILESYSTEM 1
 #else

src/include/migraphx/optional.hpp

@@ -3,7 +3,10 @@
 
 #include <migraphx/config.hpp>
 
-#if defined(__has_include) && !defined(CPPCHECK)
+#if defined(CPPCHECK)
+#define MIGRAPHX_HAS_OPTIONAL 1
+#define MIGRAPHX_HAS_OPTIONAL_TS 1
+#elif defined(__has_include)
 #if __has_include(<optional>) && __cplusplus >= 201703L
 #define MIGRAPHX_HAS_OPTIONAL 1
 #else

src/onnx/parse_mean.cpp

@@ -24,14 +24,17 @@ struct parse_mean : op_parser<parse_mean>
         auto divisor = info.add_literal(
             migraphx::literal{migraphx::shape{args[0]->get_shape().type()}, {num_data}});
 
-        return std::accumulate(args.begin(), args.end(), args[0], [&](auto& mean, auto& data_i) {
-            // Pre-divide each tensor element-wise by n to reduce risk of overflow during summation
-            data_i = info.add_broadcastable_binary_op("div", data_i, divisor);
-
-            if(data_i != args[0])
-                return info.add_broadcastable_binary_op("add", mean, data_i);
-            return data_i;
-        });
+        // TODO: Only divide when using floating-point
+        return std::accumulate(args.begin() + 1,
+                               args.end(),
+                               info.add_broadcastable_binary_op("div", args[0], divisor),
+                               [&](auto mean, auto data_i) {
+                                   // Pre-divide each tensor element-wise by n to reduce risk of
+                                   // overflow during summation
+                                   auto div =
+                                       info.add_broadcastable_binary_op("div", data_i, divisor);
+                                   return info.add_broadcastable_binary_op("add", mean, div);
+                               });
     }
 };
 

src/simplify_algebra.cpp

@@ -995,7 +995,7 @@ struct find_split_transpose
         auto axis = any_cast<op::slice>(slc->get_operator()).axes.front();
         auto it   = std::find(perm.begin(), perm.end(), axis);
         assert(it != perm.end());
-        auto axis_new = static_cast<int64_t>(std::distance(perm.begin(), it));
+        int64_t axis_new = std::distance(perm.begin(), it);
 
         for(auto in : split_outputs)
         {

src/targets/cpu/include/migraphx/cpu/parallel.hpp

@@ -7,7 +7,16 @@
 #ifdef MIGRAPHX_DISABLE_OMP
 #include <migraphx/par_for.hpp>
 #else
+
+#ifdef __clang__
+#pragma clang diagnostic push
+#pragma clang diagnostic ignored "-Wreserved-identifier"
+#endif
 #include <omp.h>
+#ifdef __clang__
+#pragma clang diagnostic pop
+#endif
+
 #endif
 
 namespace migraphx {

src/targets/cpu/include/migraphx/cpu/pointwise.hpp

@@ -319,7 +319,7 @@ struct cpu_unary : reduce_dims_base, auto_register_op<cpu_unary<Op>>
     shape compute_shape(const std::vector<shape>& inputs) const
     {
         check_shapes{inputs, *this}.has(2);
-        auto s = inputs.at(0);
+        const auto& s = inputs.at(0);
         return {s.type(), s.lens()};
     }
     argument
@@ -357,7 +357,7 @@ struct cpu_binary : reduce_dims_base, auto_register_op<cpu_binary<Op>>
     shape compute_shape(const std::vector<shape>& inputs) const
     {
         check_shapes{inputs, *this}.has(3);
-        auto s = inputs.at(0);
+        const auto& s = inputs.at(0);
         return {s.type(), s.lens()};
     }
 

src/targets/cpu/lowering.cpp

@@ -223,7 +223,7 @@ struct cpu_unary2 : auto_register_op<cpu_unary2<Op>>
     shape compute_shape(const std::vector<shape>& inputs) const
     {
         check_shapes{inputs, *this}.has(1);
-        auto s = inputs.at(0);
+        const auto& s = inputs.at(0);
         return {s.type(), s.lens()};
     }
 

src/targets/gpu/CMakeLists.txt

@@ -93,7 +93,7 @@ add_library(migraphx_device
 )
 add_library(compile_for_gpu INTERFACE)
 target_compile_options(compile_for_gpu INTERFACE -std=c++17 -fno-gpu-rdc -Wno-cuda-compat -Wno-unused-command-line-argument -Xclang -fallow-half-arguments-and-returns)
-target_link_libraries(compile_for_gpu INTERFACE hip::device -fno-gpu-rdc -Wno-invalid-command-line-argument -Wno-unused-command-line-argument)
+target_link_libraries(compile_for_gpu INTERFACE hip::device -fno-gpu-rdc -Wno-invalid-command-line-argument -Wno-unused-command-line-argument -Wno-option-ignored)
 check_cxx_compiler_flag("--cuda-host-only -fhip-lambda-host-device -x hip" HAS_HIP_LAMBDA_HOST_DEVICE)
 if(HAS_HIP_LAMBDA_HOST_DEVICE)
   message(STATUS "Enable -fhip-lambda-host-device")

src/targets/gpu/compile_hip.cpp

@@ -133,6 +133,7 @@ struct hiprtc_program
         std::vector<char> buffer(n);
         MIGRAPHX_HIPRTC(hiprtcGetProgramLog(prog.get(), buffer.data()));
         assert(buffer.back() == 0);
+        // cppcheck-suppress returnDanglingLifetime
         return {buffer.begin(), buffer.end() - 1};
     }
 

src/targets/gpu/jit/scatternd.cpp

@@ -52,9 +52,8 @@ struct scatternd_compiler : compiler<scatternd_compiler>
     {
         hip_compile_options options;
         options.set_launch_params(v, compute_global_for(ctx, inputs.at(1).elements()));
-        auto out_s             = inputs.back();
         options.inputs         = inputs;
-        options.output         = out_s;
+        options.output         = inputs.back();
         options.kernel_name    = "scatternd_kernel";
         options.virtual_inputs = inputs;
         auto reduction         = "assign_" + v.get("reduction", std::string{"none"});

src/targets/gpu/kernels/include/migraphx/kernels/roialign.hpp

@@ -118,15 +118,13 @@ constexpr roalign_settings<Ts...> make_roalign_settings(Ts... xs)
 }
 
 template <class T, class U, class V, class W, class Settings>
-__device__ void roialign(const T& x_t, const U& rois_t, const V& ind_t, const W& y_t, Settings s)
+__device__ void roialign(const T& x_t, const U& rois_t, const V& ind_t, W& y_t, Settings s)
 {
     auto index      = make_index();
     const auto x    = x_t.begin();
     const auto rois = rois_t.begin();
     const auto ind  = ind_t.begin();
 
-    auto out_ptr = y_t.begin();
-
     // input shape
     auto x_lens      = x_t.get_shape().lens;
     auto channel_num = x_lens[1];
@@ -176,25 +174,25 @@ __device__ void roialign(const T& x_t, const U& rois_t, const V& ind_t, const W&
         const auto offset_x = x + ((batch_ind * channel_num + c) * in_dims[0] * in_dims[1]);
         if constexpr(s.is_avg_pooling)
         {
-            out_ptr[i] = calc_pooling(offset_x,
-                                      roi_starts,
-                                      bin_size,
-                                      {ph, pw},
-                                      bin_grid_size,
-                                      in_dims,
-                                      s.roi_offset,
-                                      avg_pool{});
+            y_t[i] = calc_pooling(offset_x,
+                                  roi_starts,
+                                  bin_size,
+                                  {ph, pw},
+                                  bin_grid_size,
+                                  in_dims,
+                                  s.roi_offset,
+                                  avg_pool{});
         }
         else
         {
-            out_ptr[i] = calc_pooling(offset_x,
-                                      roi_starts,
-                                      bin_size,
-                                      {ph, pw},
-                                      bin_grid_size,
-                                      in_dims,
-                                      s.roi_offset,
-                                      max_pool{});
+            y_t[i] = calc_pooling(offset_x,
+                                  roi_starts,
+                                  bin_size,
+                                  {ph, pw},
+                                  bin_grid_size,
+                                  in_dims,
+                                  s.roi_offset,
+                                  max_pool{});
         }
     }
 }

src/targets/ref/lowering.cpp

@@ -505,7 +505,7 @@ struct ref_unary : auto_register_op<ref_unary<Op>>
     shape compute_shape(const std::vector<shape>& inputs) const
     {
         check_shapes{inputs, *this}.has(1);
-        auto s = inputs.at(0);
+        const auto& s = inputs.at(0);
         return {s.type(), s.lens()};
     }