!7998 register gatherv2 dynamic shape

Merge pull request !7998 from hwjiaorui/master

mindspore/ccsrc/runtime/device/ascend/executor/tiling/op_tiling_calculater.cc

@@ -143,6 +143,7 @@ std::string GetRealOpType(const std::string &op_type) {
   static const std::map<std::string, std::string> kOpTypeMap = {
     {"SparseApplyFtrl", "SparseApplyFtrlD"},
     {"SparseApplyProximalAdagrad", "SparseApplyProximalAdagradD"},
+    {"SparseGatherV2", "GatherV2"},
   };
   auto iter = kOpTypeMap.find(op_type);
   if (iter == kOpTypeMap.end()) {

mindspore/core/abstract/infer_functions.h

@@ -88,8 +88,6 @@ AbstractBasePtr InferImplTensorAdd(const AnalysisEnginePtr &, const PrimitivePtr
 
 AbstractBasePtr InferImplSquare(const AnalysisEnginePtr &, const PrimitivePtr &primitive,
                                 const AbstractBasePtrList &args_spec_list);
-AbstractBasePtr InferImplSqrt(const AnalysisEnginePtr &, const PrimitivePtr &primitive,
-                              const AbstractBasePtrList &args_spec_list);
 
 AbstractBasePtr InferImplSqrt(const AnalysisEnginePtr &, const PrimitivePtr &primitive,
                               const AbstractBasePtrList &args_spec_list);

mindspore/ops/_op_impl/tbe/__init__.py

@@ -296,6 +296,7 @@ from .fused_mul_add_n_l2loss import _fused_mul_add_n_l2loss_tbe
 from .fused_mul_apply_momentum_extern import _fused_mul_apply_momentum_extern_tbe
 from .lamb_next_right import _lamb_next_right_tbe
 from .sparse_gather_v2 import _sparse_gather_v2_tbe
+from .sparse_gather_v2_ds import _sparse_gather_v2_ds_tbe
 from .data_format_dim_map import _data_format_dim_map_tbe
 from .histogram_fixed_width import _histogram_fixed_width_tbe
 from .tensor_scatter_update import _tensor_scatter_update_tbe

mindspore/ops/_op_impl/tbe/sparse_gather_v2_ds.py

@@ -0,0 +1,57 @@
+# Copyright 2020 Huawei Technologies Co., Ltd
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ============================================================================
+
+"""SparseGatherV2 op"""
+from mindspore.ops.op_info_register import op_info_register, TBERegOp, DataType
+
+sparse_gather_v2_ds_op_info = TBERegOp("SparseGatherV2") \
+    .fusion_type("OPAQUE") \
+    .async_flag(False) \
+    .binfile_name("gather_v2.so") \
+    .compute_cost(10) \
+    .kernel_name("gather_v2") \
+    .partial_flag(True) \
+    .dynamic_shape(True) \
+    .input(0, "x", False, "required", "all") \
+    .input(1, "indices", False, "required", "all") \
+    .input(2, "axis", False, "required", "all") \
+    .output(0, "y", False, "required", "all") \
+    .dtype_format(DataType.F16_Default, DataType.I32_Default, DataType.I32_Default, DataType.F16_Default) \
+    .dtype_format(DataType.F32_Default, DataType.I32_Default, DataType.I32_Default, DataType.F32_Default) \
+    .dtype_format(DataType.I8_Default, DataType.I32_Default, DataType.I32_Default, DataType.I8_Default) \
+    .dtype_format(DataType.U8_Default, DataType.I32_Default, DataType.I32_Default, DataType.U8_Default) \
+    .dtype_format(DataType.I32_Default, DataType.I32_Default, DataType.I32_Default, DataType.I32_Default) \
+    .dtype_format(DataType.U32_Default, DataType.I32_Default, DataType.I32_Default, DataType.U32_Default) \
+    .dtype_format(DataType.I16_Default, DataType.I32_Default, DataType.I32_Default, DataType.I16_Default) \
+    .dtype_format(DataType.U16_Default, DataType.I32_Default, DataType.I32_Default, DataType.U16_Default) \
+    .dtype_format(DataType.I64_Default, DataType.I32_Default, DataType.I32_Default, DataType.I64_Default) \
+    .dtype_format(DataType.U64_Default, DataType.I32_Default, DataType.I32_Default, DataType.U64_Default) \
+    .dtype_format(DataType.F16_Default, DataType.I64_Default, DataType.I32_Default, DataType.F16_Default) \
+    .dtype_format(DataType.F32_Default, DataType.I64_Default, DataType.I32_Default, DataType.F32_Default) \
+    .dtype_format(DataType.I8_Default, DataType.I64_Default, DataType.I32_Default, DataType.I8_Default) \
+    .dtype_format(DataType.U8_Default, DataType.I64_Default, DataType.I32_Default, DataType.U8_Default) \
+    .dtype_format(DataType.I32_Default, DataType.I64_Default, DataType.I32_Default, DataType.I32_Default) \
+    .dtype_format(DataType.U32_Default, DataType.I64_Default, DataType.I32_Default, DataType.U32_Default) \
+    .dtype_format(DataType.I16_Default, DataType.I64_Default, DataType.I32_Default, DataType.I16_Default) \
+    .dtype_format(DataType.U16_Default, DataType.I64_Default, DataType.I32_Default, DataType.U16_Default) \
+    .dtype_format(DataType.I64_Default, DataType.I64_Default, DataType.I32_Default, DataType.I64_Default) \
+    .dtype_format(DataType.U64_Default, DataType.I64_Default, DataType.I32_Default, DataType.U64_Default) \
+    .get_op_info()
+
+
+@op_info_register(sparse_gather_v2_ds_op_info)
+def _sparse_gather_v2_ds_tbe():
+    """SparseGatherV2 TBE register"""
+    return