m53297601
/
mindspore
1
0
Fork 0
Code Issues Pull Requests Releases Wiki Activity

!12319 fix_ubfusion_failed

Browse Source 
From: @jjfeing
Reviewed-by: @zhoufeng54,@kisnwang
Signed-off-by: @kisnwang
pull/12319/MERGE
mindspore-ci-bot 4 years ago committed by Gitee
parent d13c2afc36 3c90c027a6
commit 43161c45d2
2 changed files with 47 additions and 42 deletions
Show Stats Download Patch File Download Diff File

82
mindspore/ccsrc/backend/kernel_compiler/tbe/tbe_kernel_build.cc
Unescape View File

@ -61,6 +61,7 @@ constexpr auto kParamDynamic = "dynamic";
constexpr auto kParamRequred = "required";
constexpr auto kJDataType = "data_type";
constexpr auto kJOutputIndex = "output_index";
constexpr auto kJOutputDataDesc = "output_data_desc";
constexpr auto kJOutputDesc = "output_desc";
constexpr auto kJInputDesc = "input_desc";
constexpr auto kJRange = "range";
@ -84,13 +85,13 @@ constexpr auto kJAddrType = "addr_type";
constexpr auto kJSliceOffset = "slice_offset";
constexpr auto kJSplitIndex = "split_index";
constexpr auto kJTotalShape = "total_shape";
constexpr auto kJDynamicCompileStatic = "dynamic_compile_static";
constexpr auto kJInt64Mode = "int64mode";
constexpr auto kJValidShape = "valid_shape";
constexpr auto kJModuleName = "module_name";
constexpr auto kJPattern = "pattern";
constexpr auto kJPyModulePath = "py_module_path";
constexpr auto kJPreBuildOutsAttrs = "prebuild_outs_attrs";
constexpr auto kJKwdArgs = "kwds_args";
constexpr auto kJListArgs = "list_args";
constexpr auto kJAttrDesc = "attr_desc";
constexpr auto kJSocVersion = "socVersion";
constexpr auto kSOC_VERSION = "SOC_VERSION";
constexpr auto kJIsDynamicShape = "is_dynamic_shape";
@ -784,49 +785,32 @@ void TbeKernelBuild::GenFusionComputeCommonJson(const mindspore::CNodePtr &cnode
// replace special op type for buffer fusion op
auto type = GetRealOpType(origin_type);
(*compute_op_str)[kJtype] = type;
auto kernel_name = op_info_ptr->kernel_name();
(*compute_op_str)[kJFuncName] = kernel_name;
(*compute_op_str)[kJModuleName] = std::string("impl.") + kernel_name;
(*compute_op_str)[kJDynamicCompileStatic] = false;
auto func_name = op_info_ptr->kernel_name();
(*compute_op_str)[kJFuncName] = func_name;
(*compute_op_str)[kJInt64Mode] = false;
(*compute_op_str)[kJModuleName] = std::string("impl.") + func_name;
(*compute_op_str)[kJName] = cnode->fullname_with_scope();
(*compute_op_str)[kJPattern] = GetNodeFusionType(cnode);
(*compute_op_str)[kJPyModulePath] = "/usr/local/Ascend/opp/op_impl/built-in/ai_core/tbe";
(void)(*fusion_kernel_name).append("_");
(void)(*fusion_kernel_name).append(kernel_name);
}
void TbeKernelBuild::GenFusionComputePreBuildJson(const mindspore::CNodePtr &cnode, nlohmann::json *compute_op_str) {
MS_EXCEPTION_IF_NULL(cnode);
MS_EXCEPTION_IF_NULL(compute_op_str);
// kwds args
nlohmann::json json_prebuild_args;
json_prebuild_args[kJKwdArgs] = nlohmann::json::object();
// list_args
nlohmann::json json_list_args;
// list_args: output args
auto output_size = AnfAlgo::GetOutputTensorNum(cnode);
for (size_t i = 0; i < output_size; ++i) {
nlohmann::json output_desc;
GenDescJson(cnode, i, i, &output_desc);
output_desc[kJDtype] = output_desc[kJDataType];
json_list_args.push_back(output_desc);
}
// list_args: attr args
auto op_name = AnfAlgo::GetCNodeName(cnode);
auto opinfo = OpLib::FindOp(op_name, OpImplyType::kTBE);
MS_EXCEPTION_IF_NULL(opinfo);
(void)(*fusion_kernel_name).append(func_name);
// attr_desc
TbeKernelJsonCreator json_creater(SINGLE_BUILD);
nlohmann::json json_attr_args;
if (!json_creater.GenTbeAttrJson(cnode, opinfo, &json_attr_args)) {
if (!json_creater.GenTbeAttrJson(cnode, op_info_ptr, &json_attr_args)) {
MS_LOG(INFO) << "Fusion warning: get prebuild args of attr failed.";
}
nlohmann::json attr_desc;
for (const auto &attr : json_attr_args) {
// if(attr[kJName] != "isRef" && attr["valid"] == true) {
if (attr[kJName] != "isRef" && attr[kJValid] == true) {
json_list_args.push_back(attr[kJValue]);
attr_desc.push_back(attr[kJValue]);
}
}
json_prebuild_args[kJListArgs] = json_list_args;
(*compute_op_str)[kJPreBuildOutsAttrs] = json_prebuild_args;
if (!attr_desc.empty()) {
(*compute_op_str)[kJAttrDesc] = attr_desc;
}
}
void TbeKernelBuild::GenSuffixDescJson(nlohmann::json *output_desc) {
@ -902,6 +886,18 @@ void TbeKernelBuild::GenDescJson(const std::shared_ptr<mindspore::AnfNode> &anf_
GenSuffixDescJson(output_desc);
}
void TbeKernelBuild::GenFusionOutputDescJson(const std::shared_ptr<mindspore::AnfNode> &anf_node, size_t node_out_idx,
size_t desc_output_idx, nlohmann::json *output_desc,
nlohmann::json *output_data_desc) {
MS_EXCEPTION_IF_NULL(output_desc);
MS_EXCEPTION_IF_NULL(output_data_desc);
GenDescJson(anf_node, node_out_idx, desc_output_idx, output_desc);
*output_data_desc = *output_desc;
(*output_data_desc)[kJDtype] = (*output_desc)[kJDataType];
output_data_desc->erase(kJDataType);
output_data_desc->erase(kJName);
}
void TbeKernelBuild::GenReusedOutputDesc(const std::shared_ptr<mindspore::AnfNode> &anf_node, size_t index,
size_t output_index, nlohmann::json *output_desc) {
std::string output_desc_name = anf_node->fullname_with_scope() + "_" + std::to_string(index);
@ -1154,8 +1150,10 @@ std::vector<size_t> TbeKernelBuild::GetDescOutputIndex(const std::vector<int64_t
}
bool TbeKernelBuild::GenFusionComputeOutputJson(const mindspore::CNodePtr &cnode,
std::vector<nlohmann::json> *output_desc_list) {
std::vector<nlohmann::json> *output_desc_list,
std::vector<nlohmann::json> *output_data_desc_list) {
MS_EXCEPTION_IF_NULL(output_desc_list);
MS_EXCEPTION_IF_NULL(output_data_desc_list);
auto output_size = AnfAlgo::GetOutputTensorNum(cnode);
if (AnfAlgo::HasNodeAttr(kAttrOutputUsedNum, cnode)) {
auto output_used_nums = AnfAlgo::GetNodeAttr<std::vector<int64_t>>(cnode, kAttrOutputUsedNum);
@ -1168,7 +1166,9 @@ bool TbeKernelBuild::GenFusionComputeOutputJson(const mindspore::CNodePtr &cnode
for (size_t i = 0; i < output_size; ++i) {
MS_LOG(INFO) << "Fusion index: " << i << ", desc_output_index: " << desc_output_index[i];
nlohmann::json output_desc;
GenDescJson(cnode, i, desc_output_index[i], &output_desc);
nlohmann::json output_data_desc;
GenFusionOutputDescJson(cnode, i, desc_output_index[i], &output_desc, &output_data_desc);
output_data_desc_list->emplace_back(output_data_desc);
output_desc_list->emplace_back(output_desc);
}
for (size_t j = output_size; j < desc_output_index.size(); ++j) {
@ -1180,8 +1180,10 @@ bool TbeKernelBuild::GenFusionComputeOutputJson(const mindspore::CNodePtr &cnode
} else {
for (size_t i = 0; i < output_size; ++i) {
nlohmann::json output_desc;
GenDescJson(cnode, i, i, &output_desc);
output_desc_list->push_back(output_desc);
nlohmann::json output_data_desc;
GenFusionOutputDescJson(cnode, i, i, &output_desc, &output_data_desc);
output_data_desc_list->emplace_back(output_data_desc);
output_desc_list->emplace_back(output_desc);
}
}
return true;
@ -1200,15 +1202,15 @@ bool TbeKernelBuild::GenFusionComputeJson(const mindspore::AnfNodePtr &compute_n
(*compute_op_str)[kJInputDesc] = input_desc_list;
// gen output desc
std::vector<nlohmann::json> output_desc_list;
if (!GenFusionComputeOutputJson(cnode, &output_desc_list)) {
std::vector<nlohmann::json> output_data_desc_list;
if (!GenFusionComputeOutputJson(cnode, &output_desc_list, &output_data_desc_list)) {
MS_LOG(INFO) << "Fusion Error: gen fusion output desc failed, node full name: " << cnode->fullname_with_scope();
return false;
}
(*compute_op_str)[kJOutputDataDesc] = output_data_desc_list;
(*compute_op_str)[kJOutputDesc] = output_desc_list;
// gen common desc
GenFusionComputeCommonJson(cnode, compute_op_str, fusion_kernel_name);
// gen prebuild args
GenFusionComputePreBuildJson(cnode, compute_op_str);
return true;
}

7
mindspore/ccsrc/backend/kernel_compiler/tbe/tbe_kernel_build.h
Unescape View File

@ -60,14 +60,17 @@ class TbeKernelBuild {
std::vector<nlohmann::json> *input_desc_list, size_t *index);
static std::vector<size_t> GetDescOutputIndex(const std::vector<int64_t> &output_used_nums);
static bool GenFusionComputeOutputJson(const mindspore::CNodePtr &cnode,
std::vector<nlohmann::json> *output_desc_list);
std::vector<nlohmann::json> *output_desc_list,
std::vector<nlohmann::json> *output_data_desc_list);
static void GenPreDescJson(nlohmann::json *output_desc);
static void GenFusionComputeCommonJson(const mindspore::CNodePtr &cnode, nlohmann::json *compute_op_str,
std::string *fusion_kernel_name);
static void GenFusionComputePreBuildJson(const mindspore::CNodePtr &cnode, nlohmann::json *compute_op_str);
static void GenDescJson(const std::shared_ptr<mindspore::AnfNode> &anf_node, size_t node_out_idx,
size_t desc_output_idx, nlohmann::json *output_desc,
FusionDataType fusion_data_type = kFusionNormal);
static void GenFusionOutputDescJson(const std::shared_ptr<mindspore::AnfNode> &anf_node, size_t node_out_idx,
size_t desc_output_idx, nlohmann::json *output_desc,
nlohmann::json *output_data_desc);
static void GenSuffixDescJson(nlohmann::json *output_desc);
static void GenReusedOutputDesc(const std::shared_ptr<mindspore::AnfNode> &anf_node, size_t index,
size_t output_index, nlohmann::json *output_desc);

Write Preview
Loading…
Cancel
Save