codeislife99 commented on a change in pull request #7442:
URL: https://github.com/apache/tvm/pull/7442#discussion_r576396099
##########
File path: src/relay/op/tensor/transform.cc
##########
@@ -1584,6 +1584,47 @@ RELAY_REGISTER_OP("repeat")
.set_attr<FTVMCompute>("FTVMCompute", RepeatCompute)
.set_attr<TOpPattern>("TOpPattern", kBroadcast);
+bool SparseFillEmptyRowsRel(const Array<Type>& types, int num_inputs, const
Attrs& attrs,
+ const TypeReporter& reporter) {
+ // types: [sparse_indices, sparse_values, dense_shape, default_value, result]
+ ICHECK_EQ(types.size(), 5);
+ std::vector<Type> fields;
+ auto sparse_indices = types[0].as<TensorTypeNode>();
+ auto ndims = sparse_indices->shape[1];
+ fields.push_back(TensorType(Array<PrimExpr>{Any(), ndims},
tvm::DataType::Int(64)));
+ fields.push_back(TensorType(Array<PrimExpr>{Any()}, tvm::DataType::Int(64)));
+ fields.push_back(TensorType(Array<PrimExpr>{Any()}, tvm::DataType::Int(64)));
+ reporter->Assign(types[types.size() - 1], TupleType(Array<Type>(fields)));
+ return true;
+}
+
+Expr MakeSparseFillEmptyRows(Expr sparse_indices, Expr sparse_values, Expr
dense_shape,
+ Expr default_value) {
+ static const Op& op = Op::Get("sparse_fill_empty_rows");
+ return Call(op, {sparse_indices, sparse_values, dense_shape, default_value},
Attrs(), {});
+}
+
+TVM_REGISTER_GLOBAL("relay.op._make.sparse_fill_empty_rows")
+ .set_body_typed(MakeSparseFillEmptyRows);
+
+RELAY_REGISTER_OP("sparse_fill_empty_rows")
+ .describe(R"code(Return representation of a sparse tensor with empty rows
filled with default
+ value.)code" TVM_ADD_FILELINE)
+ .set_num_inputs(4)
+ .add_argument("sparse_indices", "Tensor",
+ "A 2-D int64 tensor of shape [N, ndims], which specifies the
indices of the"
+ "elements in the sparse tensor that contain nonzero values")
+ .add_argument("sparse_values", "Tensor",
+ "A 1-D tensor[N] which supplies the values for each element
in indices")
+ .add_argument("dense_shape", "Tensor",
Review comment:
I just copied the terminology from TF documentation. What do you think
would be a good name ?
----------------------------------------------------------------
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.
For queries about this service, please contact Infrastructure at:
[email protected]
