[PIR] Improve Dtype Transfer (add infermeta by value) (PaddlePaddle#6…

…0677)

* update

* fix null value

* adapt manual op

* update

.gitignore

@@ -109,6 +109,7 @@ paddle/fluid/pir/dialect/operator/ir/op_decomp.cc
 paddle/fluid/pir/dialect/operator/ir/pd_op_vjp.cc
 paddle/fluid/pir/dialect/operator/ir/pd_op.*
 paddle/fluid/pir/dialect/operator/ir/onednn_op.*
+paddle/fluid/pir/dialect/operator/ir/pd_onednn_op.*
 paddle/fluid/pir/dialect/operator/ir/pd_onednn_op_info.*
 paddle/fluid/pir/dialect/operator/ir/pd_op_bwd.*
 paddle/fluid/pir/dialect/operator/ir/pd_op_fused.*

paddle/fluid/pir/dialect/op_generator/op_gen.py

@@ -22,6 +22,10 @@
 from decomp_interface_gen_op_list import decomp_interface_declare_gen_op_list
 from infer_symbolic_shape_gen import gen_infer_symbolic_shape_str
 from op_build_gen import gen_build_func_str, gen_build_func_str_by_invoke
+from op_infermeta_gen import (
+    gen_infermeta_by_invoke_func_str,
+    gen_infermeta_func_str,
+)
 from op_interface_gen import (
     gen_exclusive_interface_str,
     gen_op_infer_meta_str,
@@ -142,6 +146,7 @@ class {TEST_API} {op_name} : public pir::Op<{op_name}{interfaces}{traits}> {{
 CC_FILE_TEMPLATE = """// This file is generated by "paddle/fluid/pir/dialect/op_generator/op_gen.py"
 #include "{h_file}"
 #include "paddle/fluid/pir/dialect/operator/ir/op_type.h"
+#include "paddle/fluid/pir/dialect/kernel/ir/kernel_type.h"
 #include "paddle/fluid/pir/dialect/operator/ir/op_attribute.h"
 #include "paddle/fluid/pir/dialect/operator/ir/ir_tensor.h"
 #include "paddle/fluid/pir/dialect/operator/ir/ir_selected_rows.h"
@@ -1712,6 +1717,48 @@ def AutoCodeGen(op_info_items, all_op_info_items, namespaces, dialect_name):
                     op_info, op_class_name, op_info_items
                 )
 
+                op_infer_meta_from_type_str = ""
+                if op_infer_meta_map is not None:
+                    muta_attr_is_input = (
+                        True
+                        if len(op_mutable_attribute_name_list) > 0
+                        else False
+                    )
+                    op_infer_meta_from_type_str = gen_infermeta_func_str(
+                        op_class_name,
+                        op_input_name_list,
+                        op_input_type_list,
+                        op_input_optional_list,
+                        op_mutable_attribute_name_list,
+                        op_mutable_attribute_type_list,
+                        op_output_name_list,
+                        op_output_type_list,
+                        op_output_size_list,
+                        op_output_optional_list,
+                        op_infer_meta_map,
+                        op_inplace_map,
+                        op_attribute_name_list,
+                        op_attribute_type_list,
+                        op_attribute_build_arg_type_list,
+                        op_non_mutable_attribute_name_list,
+                        op_non_mutable_attribute_type_list,
+                        op_non_mutable_attribute_build_arg_type_list,
+                        muta_attr_is_input,
+                        attr_args_is_map=True,
+                    )
+
+                if (op_invoke_map is not None) and (
+                    op_invoke_map['func'] in op_info_items
+                ):
+                    op_invoke_class_name = (
+                        to_pascal_case(op_invoke_map['func']) + "Op"
+                    )
+                    op_infer_meta_from_type_str = (
+                        gen_infermeta_by_invoke_func_str(
+                            op_class_name, op_invoke_class_name
+                        )
+                    )
+
                 # =================================== #
                 #         gen Vjp func str      #
                 # =================================== #
@@ -1753,6 +1800,7 @@ def AutoCodeGen(op_info_items, all_op_info_items, namespaces, dialect_name):
 
                     ops_defined_list.append(op_verify_str)
                     ops_defined_list.append(op_infer_meta_str)
+                    ops_defined_list.append(op_infer_meta_from_type_str)
                     ops_defined_list.append(op_get_kernel_type_for_var_str)
                     ops_defined_list.append(parse_kernel_key_define_str)
                     ops_defined_list.append(infer_symbolic_shape_define_str)