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modified: ge/graph/preprocess/graph_preprocess.cc

tags/v1.2.0
zhaoxinxin 3 years ago
parent
e88abcf961
commit
3e6b21f6c1
1 changed files with 75 additions and 39 deletions
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  1. +75
    -39
      ge/graph/preprocess/graph_preprocess.cc

+ 75
- 39
ge/graph/preprocess/graph_preprocess.cc View File

@@ -901,51 +901,74 @@ Status ProcessNetoutputNodeDynShape(NodePtr &node) {
}
/**
* Parser shape_range from string to vector
* shape_range from option normally is "[1~20],[3],[3~6],[-1]"
* shape_range from option normally is "[1~20,3,3~6,-1],[1~20,3,3~6,-1]"
* @param shape_range
*/
void ParseDynamicInputShapeRange(const std::string &shape_range,
std::vector<std::vector<std::pair<int64_t, int64_t>>> &range) {
if (shape_range.empty() || shape_range.size() < 2) {
Status ParseDynamicInputShapeRange(const std::string &shape_range,
std::vector<std::vector<std::pair<int64_t, int64_t>>> &range) {
if (shape_range.size() < 2) {
GELOGW("Shape range %s is invalid.", shape_range.c_str());
return;
}
// different parameter sets are split by ';'
vector<string> shape_set = ge::StringUtils::Split(shape_range, ']');
if (shape_set.empty()) {
return;
// different shape_ragne of single input are split by ']'
vector<string> shape_range_set = ge::StringUtils::Split(shape_range, ']');
if (shape_range_set.empty()) {
GELOGE("Shape range %s is not valid. Correct example: \"[1~20,3,3~6,-1],[1~20,3,3~6,-1]\"", shape_range.c_str());
return PARAM_INVALID;
}
for (auto shape_str : shape_set) {
if (shape_str.empty()) {
continue;
}
if (ge::StringUtils::StartWith(shape_str, "[")) {
shape_str = shape_str.substr(1, shape_str.size());
for (const auto &shape_range_str : shape_range_set) {
if (shape_range_str.empty()) {
GELOGE("Shape range of input is empty. Given %s, while correct example: \"[1~20,3,3~6,-1],[1~20,3,3~6,-1]\"",
shape_range.c_str());
return PARAM_INVALID;
}
if (ge::StringUtils::StartWith(shape_str, ",")) {
shape_str = shape_str.substr(2, shape_str.size());
// trim start bytes, after that, single input should be "1~20,3,3~6,-1"
if (ge::StringUtils::StartWith(shape_range_str, "[")) {
shape_range_str = shape_range_str.substr(1, shape_range_str.size());
} else if (ge::StringUtils::StartWith(shape_range_str, ",")) {
shape_range_str = shape_range_str.substr(2, shape_range_str.size());
} else {
GELOGE("Shape range of input is invalid. Given %s, while correct example: \"[1~20,3,3~6,-1],[1~20,3,3~6,-1]\"",
shape_range.c_str());
return PARAM_INVALID;
}
std::vector<std::pair<int64_t, int64_t>> range_of_single;
vector<string> range_set = ge::StringUtils::Split(shape_str, ',');
for (auto range_str : range_set) {
vector<string> pair_set = ge::StringUtils::Split(range_str, '~');
// parse shape_range of single input. eg. "1~20,3,3~6,-1"
std::vector<std::pair<int64_t, int64_t>> range_of_single_input;
vector<string> dim_range_set = ge::StringUtils::Split(shape_range_str, ',');
for (const auto &range_pair_str : dim_range_set) {
vector<string> range_pair_set = ge::StringUtils::Split(range_pair_str, '~');
pair<int64_t, int64_t> range_pair;
if (pair_set.size() == 1) {
auto range_value = atoi(pair_set.at(0).c_str());
if (range_pair_set.size() == 1) {
// fix dim
auto range_value = stol(range_pair_set.at(0).c_str());
if (range_value < 0) {
range_pair = std::make_pair(1, range_value);
} else {
range_pair = std::make_pair(range_value, range_value);
}
} else if (pair_set.size() == 2) {
auto range_left = atoi(pair_set.at(0).c_str());
auto range_right = atoi(pair_set.at(1).c_str());
range_pair = std::make_pair(range_left, range_right);
} else if (range_pair_set.size() == 2) {
// unknown dim, should get range.
try {
auto range_left = stol(range_pair_set.at(0).c_str());
auto range_right = stol(range_pair_set.at(1).c_str());
range_pair = std::make_pair(range_left, range_right);
} catch (const std::invalid_argument) {
GELOGE(
"Parse shape range of input failed when transfer from string to int64. Given %s, while correct example: "
"\"[1~20,3,3~6,-1],[1~20,3,3~6,-1]\"",
shape_range.c_str());
return PARAM_INVALID;
}
} else {
GELOGE("Shape range of input is invalid. Given %s, while correct example: \"[1~20,3,3~6,-1],[1~20,3,3~6,-1]\"",
shape_range.c_str());
return PARAM_INVALID;
}
range_of_single.emplace_back(range_pair);
range_of_single_input.emplace_back(range_pair);
}
range.emplace_back(range_of_single);
range.emplace_back(range_of_single_input);
}
return SUCCESS;
}

Status GetDynamicInputShapeRange(const std::vector<GeTensor> &user_input, const std::map<string, string> &graph_option,
@@ -966,7 +989,8 @@ Status GetDynamicInputShapeRange(const std::vector<GeTensor> &user_input, const
return PARAM_INVALID;
}
GELOGD("GraphOption: dynamic_inputs_shape_range value is %s.", iter->second.c_str());
ParseDynamicInputShapeRange(iter->second, range_vec);
auto ret = ParseDynamicInputShapeRange(iter->second, range_vec);
GE_CHK_STATUS_RET(ret, "Parse dynamic input shape range failed.");
if (range_vec.size() != user_input.size()) {
GELOGE(PARAM_INVALID, "Dynamic input shape range size is %zu, inputs size is %zu. Not match.", range_vec.size(),
user_input.size());
@@ -978,18 +1002,30 @@ Status GetDynamicInputShapeRange(const std::vector<GeTensor> &user_input, const
Status UpdateDynamicInputShapeRange(const ge::GeAttrValue::INT index,
const vector<vector<std::pair<int64_t, int64_t>>> &range_vec, OpDescPtr &op,
GeTensorDesc &desc) {
auto unkown_shape = desc.GetShape();
auto shape_range = range_vec.at(index);
for (size_t i = 0; i < unkown_shape.GetDimNum(); ++i) {
if (shape_range.at(i).first == shape_range.at(i).second) {
unkown_shape.SetDim(i, shape_range.at(i).first);
auto origin_shape = desc.GetShape();
auto current_shape_range_vec = range_vec.at(index);
if (current_shape_range_vec.size() != origin_shape.GetDimNum()) {
GELOGE(PARAM_INVALID, "Given shape_range dim num is %zu, current dim num is %zu, not match.Pleace Check.",
current_shape_range_vec.size(), origin_shape.GetDimNum());
return PARAM_INVALID;
}
for (size_t i = 0; i < origin_shape.GetDimNum(); ++i) {
if (current_shape_range_vec.at(i).first == current_shape_range_vec.at(i).second) {
// given shape_range is known dim, check is same as origin or not
if (origin_shape.GetDim(i) != current_shape_range_vec.at(i).first) {
GELOGE(PARAM_INVALID, "Given shape range is %ld, current dim shape is %ld, not match.Pleace Check.",
current_shape_range_vec.at(i).first, origin_shape.GetDim(i));
return PARAM_INVALID;
}
origin_shape.SetDim(i, current_shape_range_vec.at(i).first);
} else {
unkown_shape.SetDim(i, -1);
origin_shape.SetDim(i, -1);
}
}
desc.SetShape(unkown_shape);
desc.SetShapeRange(shape_range);
int64_t dynamic_shape_size = 1;
desc.SetShape(origin_shape);
desc.SetShapeRange(current_shape_range_vec);

/*int64_t dynamic_shape_size = 1;
for (const auto range_pair : range_vec.at(index)) {
FMK_INT64_MULCHECK(dynamic_shape_size, range_pair.second);
dynamic_shape_size *= range_pair.second;
@@ -1003,7 +1039,7 @@ Status UpdateDynamicInputShapeRange(const ge::GeAttrValue::INT index,
FMK_INT64_MULCHECK(dynamic_shape_size, data_type_size);
dynamic_shape_size *= data_type_size;
GELOGI("In dynamic_execute mode ,set input %s shape range size %ld", op->GetName().c_str(), dynamic_shape_size);
ge::TensorUtils::SetSize(desc, dynamic_shape_size);
ge::TensorUtils::SetSize(desc, dynamic_shape_size);*/
graphStatus graph_ret = op->UpdateInputDesc(0, desc);
GE_CHK_STATUS_RET(graph_ret, "UpdateInputDesc fail, graph ret: %u", graph_ret);
graph_ret = op->UpdateOutputDesc(0, desc);


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