[LITE][BM] modify interpolate if,test=develop (#3904)

* [LITE][BM] modify interpolate if,test=develop

* [LITE][BM] add include math.h, test=develop

lite/api/test_yolov3_lite_bm.cc

@@ -59,9 +59,9 @@ void TestModel(const std::vector<Place>& valid_places) {
   }
   auto* image_tensor = predictor.GetInput(1);
   image_tensor->Resize(DDim(std::vector<DDim::value_type>({1, 2})));
-  data = image_tensor->mutable_data<float>();
-  data[0] = FLAGS_im_height;
-  data[1] = FLAGS_im_width;
+  auto* data_1 = image_tensor->mutable_data<int>();
+  data_1[0] = FLAGS_im_height;
+  data_1[1] = FLAGS_im_width;
 
   for (int i = 0; i < FLAGS_warmup; ++i) {
     predictor.Run();

lite/kernels/bm/bridges/batch_norm_op.cc

@@ -13,6 +13,7 @@
 // limitations under the License.
 
 #include <bmcompiler_if.h>
+#include <math.h>
 #include "lite/kernels/bm/bridges/graph.h"
 #include "lite/kernels/bm/bridges/utility.h"
 #include "lite/kernels/npu/bridges/registry.h"
@@ -64,10 +65,16 @@ int BatchNormConverter(void* ctx, OpLite* op, KernelBase* kernel) {
   auto* bias_data = bias->mutable_data<float>();
   auto* mean_data = mean->mutable_data<float>();
   auto* variance_data = variance->mutable_data<float>();
+
+  float* new_bias = static_cast<float*>(malloc(bias->memory_size()));
+  float* new_scale = static_cast<float*>(malloc(scale->memory_size()));
+  CHECK(new_bias != nullptr);
+  CHECK(new_scale != nullptr);
+
   for (int c = 0; c < channel_size; c++) {
     float inv_scale = 1.f / (std::sqrt(variance_data[c] + epsilon));
-    bias_data[c] = bias_data[c] - inv_scale * scale_data[c] * mean_data[c];
-    scale_data[c] = inv_scale * scale_data[c];
+    new_bias[c] = bias_data[c] - inv_scale * scale_data[c] * mean_data[c];
+    new_scale[c] = inv_scale * scale_data[c];
   }
 
   const int input_num = 1;
@@ -86,11 +93,13 @@ int BatchNormConverter(void* ctx, OpLite* op, KernelBase* kernel) {
                   output_dims.size(),
                   static_cast<const char*>(output_var_name.c_str()),
                   static_cast<const char*>(unique_op_name.c_str()),
-                  static_cast<const float*>(scale->mutable_data<float>()),
-                  static_cast<const float*>(bias->mutable_data<float>()),
+                  static_cast<const float*>(new_scale),
+                  static_cast<const float*>(new_bias),
                   1,
                   1,
                   1);
+  free(new_scale);
+  free(new_bias);
   delete[] shape;
   delete[] name;
   delete[] dim;

lite/kernels/bm/bridges/density_prior_box_op.cc

@@ -13,6 +13,7 @@
 // limitations under the License.
 
 #include <bmcompiler_if.h>
+#include <math.h>
 #include "lite/kernels/bm/bridges/graph.h"
 #include "lite/kernels/bm/bridges/utility.h"
 #include "lite/kernels/npu/bridges/registry.h"

lite/kernels/bm/bridges/interpolate_op.cc

@@ -76,6 +76,8 @@ int InterpolateConverter(void* ctx, OpLite* op, KernelBase* kernel) {
                         static_cast<const char*>(output_var_name.c_str()),
                         0,
                         0,
+                        0,
+                        0,
                         type);
   }
   graph->AddNode(output_var_name);

lite/kernels/bm/subgraph_compute.cc

@@ -76,9 +76,10 @@ bool SubgraphEngine::BuildDeviceProgram() {
       return false;
     }
   }
-  std::string net_name = "bmnetc_f32umodel";
+  std::string net_name = "bmnet_f32bmodel";
+  auto unique_net_name = lite::subgraph::bm::UniqueName(net_name);
   __bmcompile_opt(
-      graph.GetCompilerHandle(), const_cast<char*>(net_name.c_str()), 1);
+      graph.GetCompilerHandle(), const_cast<char*>(unique_net_name.c_str()), 2);
   void* bmodel_data = nullptr;
   unsigned int data_size = 0;
   bm_hd_ = static_cast<bm_handle_t>(ctx.GetHandle());

lite/tools/build_bm.sh

@@ -43,7 +43,7 @@ function prepare_thirdparty {
     # clone bmlibs
     if [ ! -d ${workspace}/third-party/bmlibs ]; then
         git clone https://github.com/AnBaolei1984/bmlibs.git ${workspace}/third-party/bmlibs
-    fi     
+    fi
 }
 
 # for code gen, a source file is generated after a test, but is dependended by some targets in cmake.
@@ -70,6 +70,13 @@ function build_bm {
     mkdir -p $build_dir
     cd $build_dir
 
+    if [ $TARGET_NAME == "BM1684" ]; then
+      BM_SDK_ROOT="$workspace/third-party/bmlibs/bm_sc5_libs"
+    else
+      BM_SDK_ROOT="$workspace/third-party/bmlibs/bm_sc3_libs"
+    fi
+    echo $BM_SDK_ROOT
+
     prepare_workspace
     cmake .. \
         ${CMAKE_COMMON_OPTIONS} \
@@ -95,17 +102,7 @@ function main {
         case $i in
             --target_name=*)
                 TARGET_NAME="${i#*=}"
-                shift
-                ;;
-            #--bm_sdk_root=*)
-            #    BM_SDK_ROOT="${i#*=}"
-            #    shift
-            #    ;;
-            bm)
                 build_bm
-                shift
-                ;;
-            *)
                 # unknown option
                 print_usage
                 exit 1