|
- /**
- * 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.
- */
- #include "atc_ir_common.h"
- #include "common/util/error_manager/error_manager.h"
- #include "external/ge/ge_api_types.h"
- #include "framework/common/string_util.h"
- #include "framework/common/types.h"
- #include "framework/common/util.h"
- #include "graph/compute_graph.h"
- #include "graph/utils/type_utils.h"
- #include "graph/utils/tensor_utils.h"
-
- using std::pair;
- using std::string;
- using std::vector;
-
- namespace ge {
- namespace {
- const int64_t kDynamicInputDim = -1;
- const int64_t kDynamicImageSizeNum = 2;
- const size_t kMaxDynamicDimNum = 100;
- const size_t kMaxNDDimNum = 4;
- const size_t kMinNDDimNum = 1;
- const size_t kSquareBracketsSize = 2;
- const size_t kRangePairSize = 2;
- // datatype/formats from user to GE, Unified to util interface file later
- const std::map<std::string, ge::DataType> kOutputTypeSupportDatatype = {
- {"FP32", ge::DT_FLOAT}, {"FP16", ge::DT_FLOAT16}, {"UINT8", ge::DT_UINT8}};
- const char *const kOutputTypeSupport = "only support FP32, FP16, UINT8";
- const std::set<std::string> kBufferOptimizeSupportOption = {"l1_optimize", "l2_optimize", "off_optimize",
- "l1_and_l2_optimize"};
- // The function is incomplete. Currently, only l2_optimize, off_optimize is supported.
- const char *const kBufferOptimizeSupport = "only support l2_optimize, off_optimize";
- const char *const IR_OPTION_OP_SELECT_IMPLMODE_DEFAULT = "high_performance";
- const char *const IR_OPTION_OP_SELECT_IMPLMODE_PRECISON = "high_precision";
- const char *const kInputShapeSample1 = "\"input_name1:n1,c1,h1,w1\"";
- const char *const kInputShapeSample2 = "\"input_name1:1,3,224,224\"";
- const char *const kSplitError1 = "size not equal to 2 split by \":\"";
- const char *const kEmptyError = "can not be empty";
- const char *const kFloatNumError = "exist float number";
- const char *const kDigitError = "is not digit";
- const char *const kCompressWeightError = "it must be appointed when appoint parameter[--optypelist_for_implmode]";
- const char *const kSelectImplmodeError = "only support high_performance, high_precision";
- const char *const kDynamicBatchSizeError = "It can only contains digit, \",\", \" \"";
- const char *const kKeepDtypeError = "file not found";
- const char *const kInputShapeRangeInvalid = "format of shape range is invalid";
- const char *const kShapeRangeValueConvertError = "transfer from string to int64 error";
- const char *const kInputShapeRangeSample1 = "\"input_name1:[n1~n2,c1,h1,w1]\"";
- const char *const kInputShapeRangeSample2 = "\"[]\"";
- const char *const kInputShapeRangeSample3 = "\"[1~20,3,3~6,-1]\"";
-
- vector<string> SplitInputShape(const std::string &input_shape) {
- vector<string> shape_pair_vec;
- size_t pos = input_shape.rfind(":");
- if (pos != std::string::npos) {
- shape_pair_vec.emplace_back(input_shape.substr(0, pos));
- shape_pair_vec.emplace_back(input_shape.substr(pos + 1, input_shape.size() - pos));
- }
- return shape_pair_vec;
- }
- } // namespace
-
- Status CheckInputFormat(const string &input_format) {
- if (input_format.empty()) {
- return ge::SUCCESS;
- }
- if (!ge::TypeUtils::IsFormatValid(input_format.c_str())) {
- ErrorManager::GetInstance().ATCReportErrMessage(
- "E10001", {"parameter", "value", "reason"}, {"--input_format", input_format, "input format is invalid!"});
- GELOGE(ge::PARAM_INVALID, "[Check][InputFormat] --input_format[%s] is invalid!", input_format.c_str());
- return ge::PARAM_INVALID;
- }
- return ge::SUCCESS;
- }
-
- bool CheckDynamicBatchSizeInputShapeValid(map<string, vector<int64_t>> shape_map,
- std::string &dynamic_batch_size) {
- int32_t size = 0;
- for (auto iter = shape_map.begin(); iter != shape_map.end(); ++iter) {
- vector<int64_t> shape = iter->second;
- if (shape.empty()) {
- ErrorManager::GetInstance().ATCReportErrMessage("E10012");
- GELOGE(ge::PARAM_INVALID,
- "[Check][DynamicBatchSizeInputShape] shape size can not be less than 1 when set --dynamic_batch_size.");
- return false;
- }
-
- if (std::count(shape.begin(), shape.end(), kDynamicInputDim) == 0) {
- continue;
- }
-
- bool ret = multibatch::CheckDynamicBatchShape(shape, iter->first);
- if (ret) {
- size++;
- }
- }
-
- if (size == 0) {
- ErrorManager::GetInstance().ATCReportErrMessage("E10031");
- GELOGE(ge::PARAM_INVALID,
- "[Check][DynamicBatchSizeInputShape]At least one batch n must be equal to -1 when set dynamic_batch_size.");
- return false;
- }
-
- for (char c : dynamic_batch_size) {
- if (!isdigit(c) && (c != ',') && (c != ' ')) {
- ErrorManager::GetInstance().ATCReportErrMessage(
- "E10033", {"value", "reason"}, {dynamic_batch_size, kDynamicBatchSizeError});
- GELOGE(ge::PARAM_INVALID, "[Check][DynamicBatchSizeInputShape] --dynamic_batch_size:%s is invalid. reason: %s",
- dynamic_batch_size.c_str(), kDynamicBatchSizeError);
- return false;
- }
- }
- if (dynamic_batch_size.back() == ',') {
- dynamic_batch_size.erase(dynamic_batch_size.end() - 1);
- }
- return true;
- }
-
- bool CheckDynamicImagesizeInputShapeValid(map<string, vector<int64_t>> shape_map,
- const std::string input_format, std::string &dynamic_image_size) {
- if (!input_format.empty() && !ge::TypeUtils::IsFormatValid(input_format.c_str())) {
- GELOGE(ge::PARAM_INVALID,
- "[Check][DynamicImagesizeInputShape] input_format [%s] invalid, can not support now.", input_format.c_str());
- return false;
- }
- int32_t size = 0;
- for (auto iter = shape_map.begin(); iter != shape_map.end(); ++iter) {
- vector<int64_t> shape = iter->second;
- // only support four dim
- if (shape.size() != DIM_DEFAULT_SIZE) {
- if (std::count(shape.begin(), shape.end(), kDynamicInputDim) > 0) {
- ErrorManager::GetInstance().ATCReportErrMessage("E10019");
- GELOGE(ge::PARAM_INVALID,
- "[Check][DynamicImagesizeInputShape] --input_shape invalid,"
- " only height and width can be -1 when set --dynamic_image_size.");
- return false;
- }
- continue;
- }
-
- if (std::count(shape.begin(), shape.end(), kDynamicInputDim) == 0) {
- continue;
- }
- auto ret = multibatch::CheckDynamicImageSizeShape(shape, iter->first, input_format);
- if (ret) {
- size++;
- } else {
- return ret;
- }
- }
- if (size == 0) {
- ErrorManager::GetInstance().ATCReportErrMessage("E10019");
- GELOGE(ge::PARAM_INVALID,
- "[Check][DynamicImagesizeInputShape]--input shape invalid, "
- "only height and width can be -1 when set --dynamic_image_size.");
- return false;
- }
-
- EraseEndSemicolon(dynamic_image_size);
- // Different parameter sets are split string by ';'
- std::vector<std::string> split_set = StringUtils::Split(dynamic_image_size, ';');
- // Different dimensions are split by ','
- std::vector<std::string> split_dim;
- for (auto str : split_set) {
- split_dim = StringUtils::Split(str, ',');
- if (split_dim.size() != static_cast<size_t>(kDynamicImageSizeNum)) {
- ErrorManager::GetInstance().ATCReportErrMessage("E10020", {"DynamicImageSizeNum"},
- {std::to_string(kDynamicImageSizeNum)});
- GELOGE(ge::PARAM_INVALID,
- "[Check][DynamicImagesizeInputShape] invalid value:%s number of dimensions of each group must be %ld.",
- dynamic_image_size.c_str(), kDynamicImageSizeNum);
- return false;
- }
- }
-
- return true;
- }
-
- bool CheckDynamicDimsInputShapeValid(const map<string, vector<int64_t>> &shape_map,
- string input_format, string &dynamic_dims) {
- if (input_format != "ND") {
- ErrorManager::GetInstance().ATCReportErrMessage(
- "E10001", {"parameter", "value", "reason"},
- {"--input_format", input_format.c_str(), "input_format must be ND when set dynamic_dims"});
- GELOGE(ge::PARAM_INVALID, "[Check][DynamicDimsInputShape]--input_format must be ND when set dynamic_dims.");
- return false;
- }
-
- int32_t dynamic_dim = 0;
- for (auto &info_shapes : shape_map) {
- auto &shapes = info_shapes.second;
- if (shapes.size() > kMaxNDDimNum || shapes.size() < kMinNDDimNum) {
- ErrorManager::GetInstance().ATCReportErrMessage(
- "E10001", {"parameter", "value", "reason"},
- {"--input_shape's dim", std::to_string(shapes.size()), "Dim num must within [1, 4] when set dynamic_dims"});
- GELOGE(ge::PARAM_INVALID, "[Check][DynamicDimsInputShape]Dim num must within [%zu, %zu] when set dynamic_dims.",
- kMinNDDimNum, kMaxNDDimNum);
- return false;
- }
- dynamic_dim += std::count(shapes.begin(), shapes.end(), kDynamicInputDim);
- }
- if (dynamic_dim == 0) {
- ErrorManager::GetInstance().ATCReportErrMessage(
- "E10001", {"parameter", "value", "reason"},
- {"--input_shape's dynamic dim num", "0", "at least one dim should be -1 when set dynamic_dims"});
- GELOGE(ge::PARAM_INVALID,
- "[Check][DynamicDimsInputShape]--input_shape invalid, at least one dim should be -1 when set dynamic_dims.");
- return false;
- }
-
- if (!CheckAndParseDynamicDims(dynamic_dim, dynamic_dims)) {
- GELOGE(ge::PARAM_INVALID, "[CheckAndParse][DynamicDims]: %s failed.", dynamic_dims.c_str());
- return false;
- }
-
- return true;
- }
-
- bool CheckAndParseDynamicDims(int32_t dynamic_dim_num, std::string &dynamic_dims) {
- EraseEndSemicolon(dynamic_dims);
- if (dynamic_dims.empty()) {
- ErrorManager::GetInstance().ATCReportErrMessage(
- "E10001", {"parameter", "value", "reason"},
- {"--dynamic_dims", dynamic_dims.c_str(), "dynamic_dims can not be empty"});
- GELOGE(ge::PARAM_INVALID, "[CheckAndParse][DynamicDims]--dynamic_dims can not be empty.");
- return false;
- }
- // Different parameter sets are split by ';'
- vector<string> split_set = StringUtils::Split(dynamic_dims, ';');
- if (split_set.size() > kMaxDynamicDimNum) {
- ErrorManager::GetInstance().ATCReportErrMessage(
- "E10042", {"parameter", "reason"}, {"dynamic_dims", "dynamic_dims's num of parameter set can not exceed 100"});
- GELOGE(ge::PARAM_INVALID,
- "[CheckAndParse][DynamicDims]dynamic_dims's num of parameter set can not exceed %zu.", kMaxDynamicDimNum);
- return false;
- }
- for (auto split_dim : split_set) {
- vector<string> one_set = StringUtils::Split(split_dim, ',');
- if (one_set.size() != static_cast<size_t>(dynamic_dim_num)) {
- ErrorManager::GetInstance().ATCReportErrMessage(
- "E10042", {"parameter", "reason"},
- {"dynamic_dims", "Each gear setting needs to be consistent with the number of -1 in the inputshape"});
- GELOGE(ge::PARAM_INVALID, "[CheckAndParse][DynamicDims] --dynamic_dims:%s invalid. "
- "reason: Each gear setting needs to be consistent with the number of -1 in the inputshape.",
- dynamic_dims.c_str());
- return false;
- }
- for (auto dim : one_set) {
- for (auto c : dim) {
- if (!isdigit(c)) {
- ErrorManager::GetInstance().ATCReportErrMessage(
- "E10001", {"parameter", "value", "reason"},
- {"--dynamic_dims's parameter", dim.c_str(), "must be positive integer"});
- GELOGE(ge::PARAM_INVALID,
- "[CheckAndParse][DynamicDims]--dynamic_dims:%s parameter must be positive integer.",
- dynamic_dims.c_str());
- return false;
- }
- }
- }
- }
- return true;
- }
-
- bool StringToLongNoThrow(const string &str, long &val) {
- try {
- val = std::stol(str);
- return true;
- } catch (const std::invalid_argument) {
- ErrorManager::GetInstance().ATCReportErrMessage("E10048", {"shape_range", "reason", "sample"},
- {str, kShapeRangeValueConvertError, kInputShapeRangeSample3});
- GELOGE(PARAM_INVALID, "[Parse][Parameter] str:%s invalid, reason: %s, correct sample is %s.",
- str.c_str(), kShapeRangeValueConvertError, kInputShapeRangeSample3);
- } catch (const std::out_of_range) {
- ErrorManager::GetInstance().ATCReportErrMessage("E10048", {"shape_range", "reason", "sample"},
- {str, kShapeRangeValueConvertError, kInputShapeRangeSample3});
- GELOGE(PARAM_INVALID, "[Parse][Parameter] str:%s invalid, reason: %s, correct sample is %s.",
- str.c_str(), kShapeRangeValueConvertError, kInputShapeRangeSample3);
- }
- return false;
- }
-
- bool ParseSingleShapeRange(std::string &shape_range, vector<pair<int64_t, int64_t>> &shape_range_vec) {
- vector<char> square_brackets;
- for (auto ch : shape_range) {
- if (ch == '[' || ch == ']') {
- square_brackets.push_back(ch);
- }
- }
-
- bool is_square_brackets = (square_brackets[0] == '[') && (square_brackets[1] == ']') &&
- (square_brackets.size() == kSquareBracketsSize);
- if (!is_square_brackets) {
- ErrorManager::GetInstance().ATCReportErrMessage("E10048", {"shape_range", "reason", "sample"},
- {shape_range, kInputShapeRangeInvalid, kInputShapeRangeSample2});
- GELOGE(PARAM_INVALID, "[Parse][Parameter] shape_range:%s invalid, reason: %s, correct sample is %s.",
- shape_range.c_str(), kInputShapeRangeInvalid, kInputShapeRangeSample2);
- return false;
- }
- // trim start bytes, after that, single input should be "1~20,3,3~6,-1"
- if (ge::StringUtils::StartWith(shape_range, "[")) {
- shape_range = shape_range.substr(1, shape_range.size() - 1);
- }
- // parse shape_range of single input. eg. "1~20,3,3~6,-1"
- vector<string> dim_range_set = ge::StringUtils::Split(shape_range, ',');
- 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 (range_pair_set.size() == 1) {
- long range_value = 0;
- if (!StringToLongNoThrow(range_pair_set.at(0), range_value)) {
- return false;
- }
- if (range_value < 0) {
- range_pair = std::make_pair(1, range_value);
- } else {
- range_pair = std::make_pair(range_value, range_value);
- }
- } else if (range_pair_set.size() == kRangePairSize) {
- // unknown dim, should get range.
- long range_left = 0;
- if (!StringToLongNoThrow(range_pair_set.at(0), range_left)) {
- return false;
- }
- long range_right = 0;
- if (!StringToLongNoThrow(range_pair_set.at(1), range_right)) {
- return false;
- }
- if (range_left < 0 || (range_right < 0)) {
- ErrorManager::GetInstance().ATCReportErrMessage("E10048", {"shape_range", "reason", "sample"},
- {shape_range, kInputShapeRangeInvalid, kInputShapeRangeSample3});
- GELOGE(PARAM_INVALID,
- "Parse input parameter [--input_shape_range]'s shape range[%s] failed,"
- "reason: %s, correct sample is %s.",
- shape_range.c_str(), kInputShapeRangeInvalid, kInputShapeRangeSample3);
- return false;
- }
- range_pair = std::make_pair(range_left, range_right);
- } else {
- ErrorManager::GetInstance().ATCReportErrMessage("E10048", {"shape_range", "reason", "sample"},
- {shape_range, kInputShapeRangeInvalid, kInputShapeRangeSample3});
- GELOGE(PARAM_INVALID,"[Parse][Parameter]shape_range:%s invalid, reason: %s, correct sample is %s.",
- shape_range.c_str(), kInputShapeRangeInvalid, kInputShapeRangeSample3);
- return false;
- }
- shape_range_vec.emplace_back(range_pair);
- }
- return true;
- }
-
- bool ParseInputShapeRange(const std::string &shape_range,
- std::map<string, std::vector<std::pair<int64_t, int64_t>>> &shape_range_map) {
- GELOGD("Input shape range %s", shape_range.c_str());
-
- vector<string> shape_range_vec = StringUtils::Split(shape_range, ';');
- const int DEFAULT_SHAPE_RANGE_PAIR_SIZE = 2;
- for (const auto &shape_range_item : shape_range_vec) {
- vector<string> shape_range_pair_vec = SplitInputShape(shape_range_item);
- if (shape_range_pair_vec.size() != DEFAULT_SHAPE_RANGE_PAIR_SIZE) {
- ErrorManager::GetInstance().ATCReportErrMessage("E10048", {"shape_range", "reason", "sample"},
- {shape_range, kSplitError1, kInputShapeRangeSample1});
- GELOGE(PARAM_INVALID, "[Parse][Parameter]--input shape_range:%s invalid, reason: %s, correct sample is %s.",
- shape_range.c_str(), kSplitError1, kInputShapeRangeSample1);
- return false;
- }
- if (shape_range_pair_vec[1].empty()) {
- ErrorManager::GetInstance().ATCReportErrMessage("E10048", {"shape", "reason", "sample"},
- {shape_range, kEmptyError, kInputShapeRangeSample1});
- GELOGE(PARAM_INVALID, "[Parse][Parameter]shape_range:%s invalid,reason: %s, correct sample is %s.",
- shape_range.c_str(), kEmptyError, kInputShapeRangeSample1);
- return false;
- }
-
- string shape_range_str = shape_range_pair_vec[1];
- vector<pair<int64_t, int64_t>> shape_range_val;
- if (!ParseSingleShapeRange(shape_range_str, shape_range_val)) {
- GELOGE(PARAM_INVALID, "[Parse][Param] shape_range_str: %s invalid.", shape_range_str.c_str());
- return false;
- }
- shape_range_map.emplace(make_pair(StringUtils::Trim(shape_range_pair_vec[0]), shape_range_val));
- }
-
- return true;
- }
-
- Status CheckDynamicInputParamValid(string &dynamic_batch_size, string &dynamic_image_size, string &dynamic_dims,
- const string input_shape, const string input_shape_range, const string input_format,bool &is_dynamic_input){
- int32_t param_size = static_cast<int32_t>(!dynamic_batch_size.empty()) +
- static_cast<int32_t>(!dynamic_image_size.empty()) + static_cast<int32_t>(!dynamic_dims.empty());
- if (param_size > 1) {
- ErrorManager::GetInstance().ATCReportErrMessage("E10009", {"parameter0", "parameter1", "parameter2"},
- {"dynamic_batch_size", "dynamic_image_size", "dynamic_dims"});
- GELOGE(ge::PARAM_INVALID,
- "[Parse][Param]dynamic_batch_size, dynamic_image_size and dynamic_dims can only be set one");
- return ge::PARAM_INVALID;
- }
-
- if (param_size == 0) {
- if (!input_shape_range.empty()) {
- std::map<string, std::vector<std::pair<int64_t, int64_t>>> shape_range_map;
- if (!ParseInputShapeRange(input_shape_range, shape_range_map)) {
- GELOGE(ge::PARAM_INVALID, "Failed to parse input shape range: %s", input_shape_range.c_str());
- return ge::PARAM_INVALID;
- }
- }
- return ge::SUCCESS;
- }
-
- map<string, vector<int64_t>> shape_map;
- vector<pair<string, vector<int64_t>>> user_shape_map;
- is_dynamic_input = true;
- if (input_shape.empty()) {
- ErrorManager::GetInstance().ATCReportErrMessage("E10004", {"parameter"}, {"input_shape"});
- GELOGE(ge::PARAM_INVALID, "[Check][Param]The input_shape can not be empty in dynamic input size scenario.");
- return ge::PARAM_INVALID;
- }
-
- if (!ParseInputShape(input_shape, shape_map, user_shape_map, is_dynamic_input)) {
- GELOGE(ge::PARAM_INVALID, "[Parse][InputShape]input_shape: %s invalid.", input_shape.c_str());
- return ge::PARAM_INVALID;
- }
-
- if (!dynamic_batch_size.empty()) {
- if (!CheckDynamicBatchSizeInputShapeValid(shape_map, dynamic_batch_size)) {
- GELOGE(ge::PARAM_INVALID, "[Check][DynamicBatchSizeInputShape] input_shape: %s invalid.", input_shape.c_str());
- return ge::PARAM_INVALID;
- }
- }
-
- if (!dynamic_image_size.empty()) {
- if (!CheckDynamicImagesizeInputShapeValid(shape_map, input_format, dynamic_image_size)) {
- GELOGE(ge::PARAM_INVALID, "[Check][DynamicImagesizeInputShape] %s invalid. dynamic_image_size:%s ",
- input_shape.c_str(), dynamic_image_size.c_str());
- return ge::PARAM_INVALID;
- }
- }
-
- if (!dynamic_dims.empty()) {
- if (!CheckDynamicDimsInputShapeValid(shape_map, input_format, dynamic_dims)) {
- GELOGE(ge::PARAM_INVALID, "[Check][DynamicDimsInputShape]: %s of input shape: %s failed.", dynamic_dims.c_str(),
- input_shape.c_str());
- return ge::PARAM_INVALID;
- }
- }
- return ge::SUCCESS;
- }
-
- bool ParseInputShape(const string &input_shape, map<string, vector<int64_t>> &shape_map,
- vector<pair<string, vector<int64_t>>> &user_shape_map, bool is_dynamic_input) {
- vector<string> shape_vec = StringUtils::Split(input_shape, ';');
- const int DEFAULT_SHAPE_PAIR_SIZE = 2;
- for (const auto &shape : shape_vec) {
- vector<string> shape_pair_vec = SplitInputShape(shape);
- if (shape_pair_vec.size() != DEFAULT_SHAPE_PAIR_SIZE) {
- ErrorManager::GetInstance().ATCReportErrMessage("E10002", {"shape", "reason", "sample"},
- {shape, kSplitError1, kInputShapeSample1});
- GELOGW("Parse input parameter [--input_shape]'s shape[%s] failed, reason: %s, correct sample is %s.",
- shape.c_str(), kSplitError1, kInputShapeSample1);
- return false;
- }
- if (shape_pair_vec[1].empty()) {
- ErrorManager::GetInstance().ATCReportErrMessage("E10002", {"shape", "reason", "sample"},
- {shape, kEmptyError, kInputShapeSample1});
- GELOGW("Parse input parameter [--input_shape]'s shape[%s] failed, reason: %s, correct sample is %s.",
- shape.c_str(), kEmptyError, kInputShapeSample1);
- return false;
- }
-
- vector<string> shape_value_strs = StringUtils::Split(shape_pair_vec[1], ',');
- vector<int64_t> shape_values;
- for (auto &shape_value_str : shape_value_strs) {
- // stoul: The method may throw an exception: invalid_argument/out_of_range
- if (std::string::npos != shape_value_str.find('.')) {
- ErrorManager::GetInstance().ATCReportErrMessage("E10002", {"shape", "reason", "sample"},
- {shape, kFloatNumError, kInputShapeSample2});
- GELOGW("Parse input parameter [--input_shape]'s shape[%s] failed, reason: %s, correct sample is %s.",
- shape.c_str(), kFloatNumError, kInputShapeSample2);
- return false;
- }
-
- long left_result = 0;
- try {
- left_result = stol(StringUtils::Trim(shape_value_str));
- if (!shape_value_str.empty() && (shape_value_str.front() == '-')) {
- // The value maybe dynamic shape [-1], need substr it and verify isdigit.
- shape_value_str = shape_value_str.substr(1);
- }
- for (char c : shape_value_str) {
- if (!isdigit(c)) {
- ErrorManager::GetInstance().ATCReportErrMessage("E10002", {"shape", "reason", "sample"},
- {shape, kDigitError, kInputShapeSample2});
- GELOGE(PARAM_INVALID, "[Check][Param]--input_shape's shape value[%s] is not digit",
- shape_value_str.c_str());
- return false;
- }
- }
- } catch (const std::out_of_range &) {
- ErrorManager::GetInstance().ATCReportErrMessage("E10013", {"parameter", "value"},
- {"--input_shape", shape_value_str});
- GELOGW("Input parameter[--input_shape]’s value[%s] cause out of range execption!", shape_value_str.c_str());
- return false;
- } catch (const std::invalid_argument &) {
- ErrorManager::GetInstance().ATCReportErrMessage("E10014", {"parameter", "value"},
- {"--input_shape", shape_value_str});
- GELOGW("Input parameter[--input_shape]’s value[%s] cause invalid argument!", shape_value_str.c_str());
- return false;
- } catch (...) {
- ErrorManager::GetInstance().ATCReportErrMessage("E10015", {"parameter", "value"},
- {"--input_shape", shape_value_str});
- GELOGW("Input parameter[--input_shape]’s value[%s] cause unkown execption!", shape_value_str.c_str());
- return false;
- }
- int64_t result = left_result;
- // - 1 is not currently supported
- if (!is_dynamic_input && result <= 0) {
- ErrorManager::GetInstance().ATCReportErrMessage("E10011", {"shape", "result"},
- {shape, std::to_string(result)});
- GELOGW(
- "Input parameter[--input_shape]’s shape value[%s] is invalid, "
- "expect positive integer, but value is %ld.",
- shape.c_str(), result);
- return false;
- }
- shape_values.push_back(result);
- }
-
- shape_map.emplace(make_pair(StringUtils::Trim(shape_pair_vec[0]), shape_values));
- user_shape_map.push_back(make_pair(StringUtils::Trim(shape_pair_vec[0]), shape_values));
- }
-
- return true;
- }
-
- Status CheckOutputTypeParamValid(const std::string output_type) {
- if ((!output_type.empty()) && (kOutputTypeSupportDatatype.find(output_type) == kOutputTypeSupportDatatype.end())) {
- ErrorManager::GetInstance().ATCReportErrMessage(
- "E10001", {"parameter", "value", "reason"}, {"--output_type", output_type, kOutputTypeSupport});
- GELOGE(ge::PARAM_INVALID,
- "[Check][Param]Invalid value for --output_type[%s], %s.", output_type.c_str(), kOutputTypeSupport);
- return ge::PARAM_INVALID;
- }
- return ge::SUCCESS;
- }
-
- Status CheckBufferOptimizeParamValid(const std::string buffer_optimize) {
- if ((!buffer_optimize.empty()) &&
- (kBufferOptimizeSupportOption.find(buffer_optimize) == kBufferOptimizeSupportOption.end())) {
- ErrorManager::GetInstance().ATCReportErrMessage(
- "E10001", {"parameter", "value", "reason"}, {"--buffer_optimize", buffer_optimize, kBufferOptimizeSupport});
- GELOGE(ge::PARAM_INVALID,
- "[Check][BufferOptimize]Invalid value for [%s], %s.", buffer_optimize.c_str(), kBufferOptimizeSupport);
- return ge::PARAM_INVALID;
- }
- return ge::SUCCESS;
- }
-
- Status CheckCompressWeightParamValid(const std::string enable_compress_weight,
- const std::string compress_weight_conf) {
- if ((!compress_weight_conf.empty()) &&
- (!CheckInputPathValid(compress_weight_conf, "--compress_weight_conf"))) {
- GELOGE(ge::PARAM_INVALID, "[Check][CompressWeight]compress weight config file not found, file_name:%s",
- compress_weight_conf.c_str());
- return ge::PARAM_INVALID;
- }
- if ((enable_compress_weight != "") && (enable_compress_weight != "true") && (enable_compress_weight != "false")) {
- ErrorManager::GetInstance().ATCReportErrMessage(
- "E10005", {"parameter", "value"}, {"enable_compress_weight", enable_compress_weight});
- GELOGE(ge::PARAM_INVALID,
- "[Check][CompressWeight]Input parameter[--enable_compress_weight]'s value[%s] must be true or false.",
- enable_compress_weight.c_str());
- return ge::PARAM_INVALID;
- }
-
- if ((enable_compress_weight == "true") && (!compress_weight_conf.empty())) {
- ErrorManager::GetInstance().ATCReportErrMessage("E10047", {"parameter0", "parameter1"},
- {"enable_compress_weight", "compress_weight_conf"});
- GELOGE(ge::PARAM_INVALID,
- "[Check][CompressWeight]enable_compress_weight and compress_weight_conf can not both exist!!");
- return ge::PARAM_INVALID;
- }
- return ge::SUCCESS;
- }
-
- Status CheckKeepTypeParamValid(const std::string &keep_dtype) {
- if ((!keep_dtype.empty()) && (!CheckInputPathValid(keep_dtype, "--keep_dtype"))) {
- ErrorManager::GetInstance().ATCReportErrMessage(
- "E10001", {"parameter", "value", "reason"}, {"--keep_dtype", keep_dtype, kKeepDtypeError});
- GELOGE(ge::PARAM_INVALID, "[Check][InputPath::--keep_dtype] file not found, file_name:%s", keep_dtype.c_str());
- return ge::PARAM_INVALID;
- }
-
- return ge::SUCCESS;
- }
-
- int CheckLogParamValidAndSetLogLevel(const std::string log) {
- int ret = -1;
- if (log == "default") {
- ret = 0;
- } else if (log == "null") {
- ret = dlog_setlevel(-1, DLOG_NULL, 0);
- } else if (log == "debug") {
- ret = dlog_setlevel(-1, DLOG_DEBUG, 1);
- } else if (log == "info") {
- ret = dlog_setlevel(-1, DLOG_INFO, 1);
- } else if (log == "warning") {
- ret = dlog_setlevel(-1, DLOG_WARN, 1);
- } else if (log == "error") {
- ret = dlog_setlevel(-1, DLOG_ERROR, 1);
- } else {
- GELOGE(ge::PARAM_INVALID,
- "[Check][LogParam]log:%s invalid, only support debug, info, warning, error, null", log.c_str());
- return ret;
- }
- if (ret != 0) {
- GELOGE(ge::PARAM_INVALID, "[Set][LogLevel] fail, level:%s.",log.c_str());
- }
- return ret;
- }
-
- Status CheckInsertOpConfParamValid(const std::string insert_op_conf) {
- if ((!insert_op_conf.empty()) &&
- (!CheckInputPathValid(insert_op_conf, "--insert_op_conf"))) {
- GELOGE(ge::PARAM_INVALID, "[Check][InputPath]file not found: %s", insert_op_conf.c_str());
- return ge::PARAM_INVALID;
- }
- return ge::SUCCESS;
- }
-
- Status CheckDisableReuseMemoryParamValid(const std::string disable_reuse_memory) {
- if ((disable_reuse_memory != "") && (disable_reuse_memory != "0") && (disable_reuse_memory != "1")) {
- ErrorManager::GetInstance().ATCReportErrMessage("E10006", {"parameter"}, {"disable_reuse_memory"});
- GELOGE(ge::PARAM_INVALID, "[Check][DisableReuseMemory]disable_reuse_memory must be 1 or 0.");
- return ge::PARAM_INVALID;
- }
- return ge::SUCCESS;
- }
-
- Status CheckEnableSingleStreamParamValid(const std::string enable_single_stream) {
- if ((enable_single_stream != "") && (enable_single_stream != "true") && (enable_single_stream != "false")) {
- ErrorManager::GetInstance().ATCReportErrMessage(
- "E10005", {"parameter", "value"}, {"enable_single_stream", enable_single_stream});
- GELOGE(ge::PARAM_INVALID, "[Check][Param:--enable_single_stream] value:%s must be true or false.",
- enable_single_stream.c_str());
- return ge::PARAM_INVALID;
- }
- return ge::SUCCESS;
- }
-
- Status CheckImplmodeParamValid(const std::string &optypelist_for_implmode, std::string &op_select_implmode) {
- // only appointed op_select_implmode, can user appoint optypelist_for_implmode
- if (optypelist_for_implmode != "" && op_select_implmode == "") {
- ErrorManager::GetInstance().ATCReportErrMessage("E10001", {"parameter", "value", "reason"},
- {"--op_select_implmode", op_select_implmode.c_str(), kCompressWeightError});
- GELOGE(ge::PARAM_INVALID, "[Check][Param:--op_select_implmode]value:%s invalid, %s.",
- op_select_implmode.c_str(),kCompressWeightError);
- return ge::PARAM_INVALID;
- }
- // op_select_implmode default value is high_performance
- if (op_select_implmode == "") {
- op_select_implmode = IR_OPTION_OP_SELECT_IMPLMODE_DEFAULT;
- } else {
- if (op_select_implmode != IR_OPTION_OP_SELECT_IMPLMODE_DEFAULT &&
- op_select_implmode != IR_OPTION_OP_SELECT_IMPLMODE_PRECISON) {
- ErrorManager::GetInstance().ATCReportErrMessage("E10001", {"parameter", "value", "reason"},
- {"--op_select_implmode", op_select_implmode.c_str(), kSelectImplmodeError});
- GELOGE(ge::PARAM_INVALID, "[Check][Implmode]Invalid value for --op_select_implmode[%s], %s.",
- op_select_implmode.c_str(), kSelectImplmodeError);
- return ge::PARAM_INVALID;
- }
- }
-
- return ge::SUCCESS;
- }
-
- void PrintOptionMap(std::map<std::string, std::string> &options, std::string tips) {
- for (auto iter = options.begin(); iter != options.end(); iter++) {
- std::string key = iter->first;
- std::string option_name = iter->second;
- GELOGD("%s set successfully, option_key=%s, option_value=%s", tips.c_str(), key.c_str(), option_name.c_str());
- }
- }
-
- void EraseEndSemicolon(string ¶m) {
- if (param.empty()) {
- return;
- }
- if (param.back() == ';') {
- param.erase(param.end() - 1);
- }
- }
-
- Status UpdateDataOpShape(const OpDescPtr &op, map<string, vector<int64_t>> &shape_map) {
- GE_CHECK_NOTNULL(op);
- if (shape_map.empty()) {
- GELOGI("Shape map of data op [%s] is empty, no need to update.", op->GetName().c_str());
- return SUCCESS;
- }
-
- auto tensor_input = op->MutableInputDesc(0);
- auto tensor_output = op->MutableOutputDesc(0);
- GE_CHECK_NOTNULL(tensor_input);
- GE_CHECK_NOTNULL(tensor_output);
- string data_op_name = op->GetName();
- auto iter = shape_map.find(data_op_name);
- if (iter != shape_map.end()) {
- tensor_input->SetShape(ge::GeShape(iter->second));
- tensor_output->SetShape(ge::GeShape(iter->second));
- GELOGI("Update input [%s] shape info", data_op_name.c_str());
- } else {
- GELOGI("No need update input [%s] attr because not found from input_shape.", data_op_name.c_str());
- }
-
- return SUCCESS;
- }
-
- Status UpdateDataOpShapeRange(const OpDescPtr &op,
- map<string, vector<pair<int64_t, int64_t>>> &shape_range_map) {
- GE_CHECK_NOTNULL(op);
- if (shape_range_map.empty()) {
- GELOGI("Shape range map of data op [%s] is empty.", op->GetName().c_str());
- return SUCCESS;
- }
-
- auto tensor_input = op->MutableInputDesc(0);
- auto tensor_output = op->MutableOutputDesc(0);
- GE_CHECK_NOTNULL(tensor_input);
- GE_CHECK_NOTNULL(tensor_output);
- string data_op_name = op->GetName();
- auto origin_shape = tensor_input->GetShape();
- auto iter = shape_range_map.find(data_op_name);
- if (iter != shape_range_map.end()) {
- auto cur_shape_range = iter->second;
- if (TensorUtils::CheckShapeByShapeRange(origin_shape, cur_shape_range) != SUCCESS) {
- GELOGE(PARAM_INVALID, "[Check][OpDescPtr] Check shape by shape range failed for op:%s.", data_op_name.c_str());
- return PARAM_INVALID;
- }
- for (size_t idx = 0; idx < cur_shape_range.size(); idx++) {
- auto left_range = cur_shape_range[idx].first;
- auto right_range = cur_shape_range[idx].second;
- if (left_range != right_range) {
- origin_shape.SetDim(idx, UNKNOWN_DIM);
- }
- }
- tensor_input->SetShape(origin_shape);
- tensor_input->SetShapeRange(cur_shape_range);
- tensor_output->SetShape(origin_shape);
- tensor_output->SetShapeRange(cur_shape_range);
- GELOGI("Update input [%s] shape range info", data_op_name.c_str());
- } else {
- GELOGI("No need to update input [%s] attr because not found from input_shape_range.", data_op_name.c_str());
- }
-
- return SUCCESS;
- }
-
- static Status CheckInputShapeRangeNode(const ComputeGraphPtr &compute_graph,
- const map<string, vector<pair<int64_t, int64_t>>> &shape_range_map) {
- for (const auto &it : shape_range_map) {
- std::string node_name = it.first;
- ge::NodePtr node = compute_graph->FindNode(node_name);
- if (node == nullptr) {
- REPORT_INPUT_ERROR("E10016", std::vector<std::string>({"parameter", "opname"}),
- std::vector<std::string>({"input_shape_range", node_name}));
- GELOGE(PARAM_INVALID, "[Check][InputNode]Input parameter[--input_shape_range]'s opname[%s] is not exist in model",
- node_name.c_str());
- return PARAM_INVALID;
- }
- if (node->GetType() != DATA) {
- REPORT_INPUT_ERROR("E10017", std::vector<std::string>({"parameter", "opname"}),
- std::vector<std::string>({"input_shape_range", node_name}));
- GELOGE(PARAM_INVALID, "[Check][InputNode]Input parameter[--input_shape_range]'s opname[%s] is not a input opname",
- node_name.c_str());
- return PARAM_INVALID;
- }
- }
- return SUCCESS;
- }
-
- Status UpdateDynamicInputShapeRange(const ge::ComputeGraphPtr &compute_graph, const string &input_shape_range) {
- if (input_shape_range.empty()) {
- return SUCCESS;
- }
- GE_CHECK_NOTNULL(compute_graph);
-
- map<string, vector<pair<int64_t, int64_t>>> shape_range_map;
- if (!ParseInputShapeRange(input_shape_range, shape_range_map)) {
- GELOGE(PARAM_INVALID, "[Parse][InputShapeRange] input_shape_range:%s invalid.", input_shape_range.c_str());
- return PARAM_INVALID;
- }
-
- if (CheckInputShapeRangeNode(compute_graph, shape_range_map) != SUCCESS) {
- GELOGE(PARAM_INVALID, "[Check][InputShapeRange]check input shape range:%s failed.", input_shape_range.c_str());
- return PARAM_INVALID;
- }
-
- for (NodePtr &input_node : compute_graph->GetDirectNode()) {
- GE_CHECK_NOTNULL(input_node);
- OpDescPtr op = input_node->GetOpDesc();
- GE_CHECK_NOTNULL(op);
- if (op->GetType() == DATA) {
- if (UpdateDataOpShapeRange(op, shape_range_map) != SUCCESS) {
- GELOGE(FAILED, "[Update][InputShapeRange] fail for op:%s.", op->GetName().c_str());
- return FAILED;
- }
- }
- }
- return SUCCESS;
- }
- } // namespace ge
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