!13190 [MS][LITE]fix some bugs and add models to the entrance guard

From: @probiotics_53
Reviewed-by: 
Signed-off-by:

mindspore/lite/nnacl/fp32/resize_fp32.c

@@ -122,6 +122,8 @@ int PrepareCropAndResizeBilinear(const int *input_shape, const float *boxes, con
   int batch = output_shape[0];
   int new_height = output_shape[1];
   int new_width = output_shape[2];
+  float actual_x;
+  float actual_y;
 
   for (int b = 0; b < batch; b++) {
     const float *box = boxes + b * 4;
@@ -140,11 +142,19 @@ int PrepareCropAndResizeBilinear(const int *input_shape, const float *boxes, con
     int *x_right = x_rights + b * new_width;
     float *x_left_weight = x_left_weights + b * new_width;
     for (int h = 0; h < new_height; h++) {
-      float actual_y = start_h * (in_h - 1) + h * (end_h - start_h) * (in_h - 1) / (new_height - 1);
+      if (new_height > 1) {
+        actual_y = start_h * (in_h - 1) + h * (end_h - start_h) * (in_h - 1) / (new_height - 1);
+      } else {
+        actual_y = 0.5 * (end_h + start_h) * (in_h - 1);
+      }
       CalculateCoordinate(actual_y, in_h, y_bottom + h, y_top + h, y_bottom_weight + h);
     }
     for (int w = 0; w < new_width; w++) {
-      float actual_x = start_w * (in_w - 1) + w * (end_w - start_w) * (in_w - 1) / (new_width - 1);
+      if (new_width > 1) {
+        actual_x = start_w * (in_w - 1) + w * (end_w - start_w) * (in_w - 1) / (new_width - 1);
+      } else {
+        actual_x = 0.5 * (end_w + start_w) * (in_w - 1);
+      }
       CalculateCoordinate(actual_x, in_w, x_left + w, x_right + w, x_left_weight + w);
     }
   }

mindspore/lite/src/runtime/kernel/arm/base/reshape_base.cc

@@ -33,6 +33,13 @@ namespace mindspore::kernel {
 int ReshapeBaseCPUKernel::Init() { return ReSize(); }
 
 int ReshapeBaseCPUKernel::ReSize() {
+  auto out_tensor = out_tensors_.at(kOutputIndex);
+  bool is_next_conv = std::any_of(out_kernels_.begin(), out_kernels_.end(), [](LiteKernel *next_kernel) {
+    return next_kernel->Type() == schema::PrimitiveType_Conv2DFusion;
+  });
+  if (is_next_conv && out_tensor->shape().size() == 4 && out_tensor->format() == schema::Format::Format_NCHW) {
+    out_tensor->set_format(schema::Format::Format_NHWC);
+  }
   int in_data_size = in_tensors_.front()->Size();
   int thread_num = context_->thread_num_;
   cal_max_num_per_thread_ = UP_DIV(in_data_size, thread_num);

mindspore/lite/src/runtime/kernel/arm/base/split_base.cc

@@ -46,6 +46,8 @@ int SplitBaseCPUKernel::ReSize() {
 
   MS_ASSERT(param);
   MS_ASSERT(input_shape.size() >= 1 && input_shape.size() <= SPLIT_STRIDES_SIZE);
+  auto split_dim = param->split_dim_;
+  param->split_dim_ = split_dim >= 0 ? split_dim : in_tensors_.front()->shape().size() + split_dim;
   param->strides_[input_shape.size() - 1] = 1;
   for (int i = input_shape.size() - 2; i >= 0; i--) {
     param->strides_[i] = param->strides_[i + 1] * input_shape.at(i + 1);

mindspore/lite/src/runtime/kernel/arm/fp32/arithmetic_fp32.cc

@@ -133,7 +133,7 @@ int ArithmeticCPUKernel::ConstTensorBroadCast() {
   }
 
   FreeConstTileBuff();
-  if (in_tensors_[0]->data_c() != nullptr && param_->in_elements_num0_ != param_->out_elements_num_) {
+  if (in_tensors_[0]->IsConst() && param_->in_elements_num0_ != param_->out_elements_num_) {
     input0_ptr_ = malloc(param_->out_elements_num_ * data_type_len_);
     if (input0_ptr_ == nullptr) {
       return RET_ERROR;
@@ -144,7 +144,7 @@ int ArithmeticCPUKernel::ConstTensorBroadCast() {
     param_->in_elements_num0_ = param_->out_elements_num_;
     param_->broadcasting_ = false;
   }
-  if (in_tensors_[1]->data_c() != nullptr && param_->in_elements_num1_ != param_->out_elements_num_) {
+  if (in_tensors_[1]->IsConst() && param_->in_elements_num1_ != param_->out_elements_num_) {
     input1_ptr_ = malloc(param_->out_elements_num_ * data_type_len_);
     if (input1_ptr_ == nullptr) {
       FreeConstTileBuff();

mindspore/lite/test/models_caffe.cfg

@@ -72,5 +72,19 @@ ml_video_edit_img_segment
 ml_video_edit_video_segment_gauss_adaptis_part1
 ml_video_edit_Mnet
 ml_video_edit_hairSeg_have_imageProcessLayer_interpTo145
-ml_video_edit_person_divison_video
 hdc_Face_Aesthetic_MTI_Aesthetic
+hdc_age_medium
+hdc_contour_pose_128
+hdc_emotion
+hdc_fivembnet
+hdc_isface
+hdc_mobilenetface
+#hdc_retinaface
+hdc_resnet
+ml_video_edit_detect
+ml_video_edit_hairSeg_have_imageProcessLayer_interpTo145_20210121
+ml_video_edit_have_imageProcessLayer_interpTo145_20201015
+ml_video_edit_MnetN367_extract_1010_pay
+#ml_video_edit_person_divison_pic
+ml_video_edit_reid
+ml_video_edit_v10_best_model_nomean_20200723

mindspore/lite/test/models_caffe_fp16.cfg

@@ -67,4 +67,19 @@ ml_location_scene_division 8
 ml_tabel_recog 0.1
 ml_text_division 12
 ml_video_edit_Mnet 11 # Further analysis in the future
-ml_video_edit_hairSeg_have_imageProcessLayer_interpTo145 0.5
+ml_video_edit_hairSeg_have_imageProcessLayer_interpTo145 0.5
+hdc_age_medium 6
+hdc_contour_pose_128 0.5
+hdc_emotion 0.5
+hdc_fivembnet 0.5
+hdc_isface 0.5
+hdc_mobilenetface 7.5
+#hdc_retinaface 14
+hdc_resnet 7
+ml_video_edit_detect 2.5
+ml_video_edit_hairSeg_have_imageProcessLayer_interpTo145_20210121 0.5
+ml_video_edit_have_imageProcessLayer_interpTo145_20201015 0.5
+ml_video_edit_MnetN367_extract_1010_pay 1
+#ml_video_edit_person_divison_pic 0.2
+ml_video_edit_reid 1
+ml_video_edit_v10_best_model_nomean_20200723 5

mindspore/lite/test/models_npu.cfg

@@ -39,8 +39,8 @@ ml_video_edit_video_segment_gauss_adaptis_part1 2
 ml_video_edit_generate_filter.pb 1
 ml_video_edit_img_segment_adaptise.pb 0.5 2
 ml_video_edit_video_segment_gauss_adaptis_part2.pb 3 2
-ml_video_edit_person_divison_pic 8 2
-ml_video_edit_person_divison_video 0.5
+#ml_video_edit_person_divison_pic 0.5
+#ml_video_edit_person_divison_video 13 2
 ml_video_edit_imitate_filter.onnx 230
 ml_video_edit_judge.onnx 5
 ml_video_edit_vignet.onnx 0.5
@@ -50,3 +50,22 @@ hdc_Face_Landmark5_MTI_Aesthetic.onnx 0.5
 hdc_Image_Aesthetic_MTI_Aesthetic.onnx 0.5
 hdc_mobilenet_1w_class.onnx 10
 hdc_resnet_1w_class.onnx 5
+#hdc_age_medium 6
+hdc_contour_pose_128 4
+hdc_emotion 0.5
+hdc_fivembnet 0.5
+hdc_isface 0.5
+hdc_mobilenetface 4
+#hdc_retinaface #too many subgraphs
+hdc_resnet 3
+ml_video_edit_detect 1
+ml_video_edit_hairSeg_have_imageProcessLayer_interpTo145_20210121 0.5
+ml_video_edit_have_imageProcessLayer_interpTo145_20201015 0.5
+ml_video_edit_MnetN367_extract_1010_pay 0.5
+ml_video_edit_reid 0.5
+ml_video_edit_v10_best_model_nomean_20200723 8
+#hdc_ocr_attention.onnx 0.5 #too many subgraphs
+#hdc_ocr_detect.onnx 30 #too many subgraphs
+#ml_edu_kit_hand_detection.onnx 1
+ml_edu_kit_hand_key_position.onnx 2
+#ml_video_edit_oneclick_adaptis.pb

mindspore/lite/test/models_onnx.cfg

@@ -52,3 +52,7 @@ hdc_mobilenet_1w_class.onnx
 hdc_resnet_1w_class.onnx
 ml_video_edit_imitate_filter.onnx
 #ml_voice_detect.onnx #Accuracy error: 4.59655%, the result is close to 1.0e-8 except for the last one
+hdc_ocr_attention.onnx
+hdc_ocr_detect.onnx
+#ml_edu_kit_hand_detection.onnx
+ml_edu_kit_hand_key_position.onnx

mindspore/lite/test/models_onnx_fp16.cfg

@@ -37,3 +37,7 @@ adversarial_pruning.onnx 3
 residual_distill_res34_cifar10_bs_1_update.onnx 2
 residual_distill_res50_cifar10_bs_1_update.onnx 2
 #ml_voice_detect.onnx #out of float16 range because power op
+hdc_ocr_attention.onnx 1
+hdc_ocr_detect.onnx 30 #one of the output has small values
+#ml_edu_kit_hand_detection.onnx 2
+ml_edu_kit_hand_key_position.onnx 2

mindspore/lite/test/models_tf.cfg

@@ -58,6 +58,6 @@ mtk_model_face_dress.pb 1;1,128,128,3
 mtk_model_normalize_object_scene_ps_20200519.pb 1;1,224,224,3
 ml_ocr_latin.pb 1
 ml_noya_tts_melgan.pb 1;16,16,80
-ml_video_edit_oneclick_adaptis.pb 3
+#ml_video_edit_oneclick_adaptis.pb 3
 # Q_hand_0812.pb is not suitable for float16. Out of float16 range.
 Q_hand_0812.pb

mindspore/lite/test/models_with_multiple_inputs.cfg

@@ -9,5 +9,5 @@ ml_video_edit_video_segment_gauss_adaptis_part2.pb;2
 ml_video_edit_video_segment_gauss_adaptis_part2_pb2tflite.tflite;2
 decoder.onnx;2;1,7,512:1,7
 fasterrcnn_crop.pb;1;420,630,3
-ml_video_edit_person_divison_pic;2
+#ml_video_edit_person_divison_video;2
 hdc_tb_cn_neg.tflite;3