1 /**
2 * Copyright 2021 Huawei Technologies Co., Ltd
3 *
4 * Licensed under the Apache License, Version 2.0 (the "License");
5 * you may not use this file except in compliance with the License.
6 * You may obtain a copy of the License at
7 *
8 * http://www.apache.org/licenses/LICENSE-2.0
9 *
10 * Unless required by applicable law or agreed to in writing, software
11 * distributed under the License is distributed on an "AS IS" BASIS,
12 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
13 * See the License for the specific language governing permissions and
14 * limitations under the License.
15 */
16 #include "debug/data_dump/dump_utils.h"
17 #include <map>
18 #include <vector>
19 #include <algorithm>
20
21 #include "common/trans.h"
22 #include "utils/ms_context.h"
23 #include "debug/anf_ir_utils.h"
24 #include "debug/data_dump/dump_json_parser.h"
25 #include "backend/session/anf_runtime_algorithm.h"
26 #include "runtime/device/kernel_runtime_manager.h"
27
28 namespace mindspore {
ConvertPhysicalDeviceId(uint32_t device_id)29 uint32_t ConvertPhysicalDeviceId(uint32_t device_id) {
30 auto context = MsContext::GetInstance();
31 MS_EXCEPTION_IF_NULL(context);
32 auto device_target = context->get_param<std::string>(MS_CTX_DEVICE_TARGET);
33 auto kernel_runtime = device::KernelRuntimeManager::Instance().GetSingleKernelRuntime(device_target, device_id);
34 MS_EXCEPTION_IF_NULL(kernel_runtime);
35 return kernel_runtime->device_id();
36 }
37
GenerateDumpPath(uint32_t graph_id,uint32_t rank_id)38 std::string GenerateDumpPath(uint32_t graph_id, uint32_t rank_id) {
39 auto &dump_json_parser = DumpJsonParser::GetInstance();
40 std::string net_name = dump_json_parser.net_name();
41 std::string iterator = std::to_string(dump_json_parser.cur_dump_iter());
42 std::string dump_path = dump_json_parser.path();
43 if (dump_path.back() != '/') {
44 dump_path += "/";
45 }
46 dump_path += ("rank_" + std::to_string(rank_id) + "/" + net_name + "/" + std::to_string(graph_id) + "/" + iterator);
47 return dump_path;
48 }
49
GetFileKernelName(NotNull<std::string * > kernel_name)50 void GetFileKernelName(NotNull<std::string *> kernel_name) {
51 const std::string strsrc = "/";
52 const std::string strdst = "--";
53 std::string::size_type pos = 0;
54 std::string::size_type srclen = strsrc.size();
55 std::string::size_type dstlen = strdst.size();
56 while ((pos = kernel_name->find(strsrc, pos)) != std::string::npos) {
57 kernel_name->replace(pos, srclen, strdst);
58 pos += dstlen;
59 }
60 }
61
SetConstNodeId(const AnfNodePtr & node,std::map<std::string,size_t> * const_map)62 void SetConstNodeId(const AnfNodePtr &node, std::map<std::string, size_t> *const_map) {
63 MS_EXCEPTION_IF_NULL(node);
64 if (!node->isa<ValueNode>()) {
65 return;
66 }
67 std::string node_name = GetKernelNodeName(node);
68 MS_EXCEPTION_IF_NULL(const_map);
69 auto iter = const_map->find(node_name);
70 if (iter == const_map->end()) {
71 auto const_idx = const_map->size() + 1;
72 (*const_map)[node_name] = const_idx;
73 }
74 }
75
GetCNodeConstantId(const CNodePtr & node,std::map<std::string,size_t> * const_map)76 void GetCNodeConstantId(const CNodePtr &node, std::map<std::string, size_t> *const_map) {
77 MS_EXCEPTION_IF_NULL(node);
78 auto &inputs = node->inputs();
79 if (inputs.empty()) {
80 MS_LOG(EXCEPTION) << "Inputs of apply node is empty";
81 }
82 AnfNodePtr op = inputs[0];
83
84 // CNode/ConstGraph/Const/Parameter
85 MS_EXCEPTION_IF_NULL(op);
86 if (op->isa<CNode>() || IsValueNode<FuncGraph>(op) || op->isa<Parameter>()) {
87 MS_LOG(WARNING) << "Operator must be a primitive.";
88 } else {
89 // process OP inputs
90 for (size_t i = 1; i < inputs.size(); ++i) {
91 SetConstNodeId(inputs[i], const_map);
92 }
93 }
94 }
95
GetConstantId(const session::KernelGraph * graph,std::map<std::string,size_t> * const_map)96 void GetConstantId(const session::KernelGraph *graph, std::map<std::string, size_t> *const_map) {
97 MS_EXCEPTION_IF_NULL(graph);
98 std::vector<AnfNodePtr> nodes = TopoSort(graph->get_return(), SuccIncoming, AlwaysInclude);
99 for (const AnfNodePtr &node : nodes) {
100 MS_EXCEPTION_IF_NULL(node);
101 if (!node->isa<CNode>()) {
102 continue;
103 }
104 auto cnode = node->cast<CNodePtr>();
105 MS_EXCEPTION_IF_NULL(cnode);
106 if (cnode != graph->get_return()) {
107 GetCNodeConstantId(cnode, const_map);
108 } else {
109 SetConstNodeId(cnode->input(1), const_map);
110 }
111 }
112 }
113
GetDumpIntShape(const AnfNodePtr & node,size_t index,NotNull<ShapeVector * > int_shapes,bool trans_flag)114 void GetDumpIntShape(const AnfNodePtr &node, size_t index, NotNull<ShapeVector *> int_shapes, bool trans_flag) {
115 if (trans_flag) {
116 *int_shapes = trans::GetRuntimePaddingShape(node, index);
117 } else {
118 auto shape = AnfAlgo::GetOutputDeviceShape(node, index);
119 (void)std::transform(shape.begin(), shape.end(), std::back_inserter(*int_shapes),
120 [](size_t inner_item) { return SizeToInt(inner_item); });
121 }
122 }
123
DumpMemToFile(const std::string & file_path,const device::DeviceAddress & addr,const ShapeVector & int_shapes,const TypeId & type,bool trans_flag)124 void DumpMemToFile(const std::string &file_path, const device::DeviceAddress &addr, const ShapeVector &int_shapes,
125 const TypeId &type, bool trans_flag) {
126 auto format = kOpFormat_DEFAULT;
127 auto ret = addr.DumpMemToFile(file_path, format, int_shapes, type, trans_flag);
128 if (!ret) {
129 MS_LOG(ERROR) << "DumpMemToFile Failed: flag:" << trans_flag << ", path:" << file_path << ", host_format:" << format
130 << ".!";
131 }
132 }
133
GetTimeStamp()134 uint64_t GetTimeStamp() {
135 auto cur_sys_time = std::chrono::system_clock::now();
136 uint64_t timestamp = std::chrono::duration_cast<std::chrono::microseconds>(cur_sys_time.time_since_epoch()).count();
137 return timestamp;
138 }
139
GetOpNameWithoutScope(const std::string & fullname_with_scope)140 std::string GetOpNameWithoutScope(const std::string &fullname_with_scope) {
141 const std::string separator("--");
142 std::size_t found = fullname_with_scope.rfind(separator);
143 std::string op_name;
144 if (found != std::string::npos) {
145 op_name = fullname_with_scope.substr(found + separator.length());
146 }
147 return op_name;
148 }
149 } // namespace mindspore
150