Browse Source

!1015 move hccl_memcpy_pass back to preprocess

From: @wangxiaotian22
Reviewed-by: @xchu42,@sheng-nan
Signed-off-by: @ji_chen
tags/v1.2.0
mindspore-ci-bot Gitee 3 years ago
parent
commit
4b121f23df
10 changed files with 486 additions and 98 deletions
  1. +2
    -0
      ge/CMakeLists.txt
  2. +1
    -0
      ge/ge_inference.mk
  3. +1
    -0
      ge/ge_runner.mk
  4. +4
    -3
      ge/graph/manager/graph_manager.cc
  5. +411
    -0
      ge/graph/passes/hccl_continuous_memcpy_pass.cc
  6. +59
    -0
      ge/graph/passes/hccl_continuous_memcpy_pass.h
  7. +4
    -91
      ge/graph/passes/hccl_memcpy_pass.cc
  8. +0
    -4
      ge/graph/passes/hccl_memcpy_pass.h
  9. +3
    -0
      ge/graph/preprocess/graph_preprocess.cc
  10. +1
    -0
      tests/ut/ge/CMakeLists.txt

+ 2
- 0
ge/CMakeLists.txt View File

@@ -258,6 +258,7 @@ set(TRAIN_SRC_LIST
"graph/passes/get_original_format_pass.cc"
"graph/passes/guarantee_const_pass.cc"
"graph/passes/hccl_memcpy_pass.cc"
"graph/passes/hccl_continuous_memcpy_pass.cc"
"graph/passes/identity_pass.cc"
"graph/passes/ref_identity_delete_op_pass.cc"
"graph/passes/infershape_pass.cc"
@@ -595,6 +596,7 @@ set(INFER_SRC_LIST
"graph/passes/cast_remove_pass.cc"
"graph/passes/transpose_transdata_pass.cc"
"graph/passes/hccl_memcpy_pass.cc"
"graph/passes/hccl_continuous_memcpy_pass.cc"
"graph/passes/flow_ctrl_pass.cc"
"graph/passes/global_step_insert_pass.cc"
"graph/passes/link_gen_mask_nodes_pass.cc"


+ 1
- 0
ge/ge_inference.mk View File

@@ -212,6 +212,7 @@ OMG_HOST_SRC_FILES := \
graph/passes/cast_remove_pass.cc \
graph/passes/transpose_transdata_pass.cc \
graph/passes/hccl_memcpy_pass.cc \
graph/passes/hccl_continuous_memcpy_pass.cc \
graph/passes/flow_ctrl_pass.cc \
graph/passes/global_step_insert_pass.cc \
graph/passes/link_gen_mask_nodes_pass.cc \


+ 1
- 0
ge/ge_runner.mk View File

@@ -183,6 +183,7 @@ LIBGE_LOCAL_SRC_FILES := \
graph/passes/get_original_format_pass.cc \
graph/passes/guarantee_const_pass.cc \
graph/passes/hccl_memcpy_pass.cc \
graph/passes/hccl_continuous_memcpy_pass.cc \
graph/passes/identity_pass.cc \
graph/passes/ref_identity_delete_op_pass.cc \
graph/passes/infershape_pass.cc \


+ 4
- 3
ge/graph/manager/graph_manager.cc View File

@@ -92,7 +92,7 @@
#include "graph/passes/unused_args_clean_pass.h"
#include "graph/passes/global_step_insert_pass.h"
#include "graph/passes/memcpy_addr_async_pass.h"
#include "graph/passes/hccl_memcpy_pass.h"
#include "graph/passes/hccl_continuous_memcpy_pass.h"
#include "graph/build/label_allocator.h"
#include "graph/utils/tensor_adapter.h"
#include "inc/pass_manager.h"
@@ -2151,8 +2151,6 @@ Status GraphManager::OptimizeStage1(ge::ComputeGraphPtr &compute_graph) {
new (std::nothrow) TransOpWithoutReshapeFusionPass))
GE_CHK_STATUS_RET(after_merge_passes.AddPass("OptimizeStage1_1::TransOpBreadthFusionPass",
new (std::nothrow) TransOpBreadthFusionPass))
GE_CHK_STATUS_RET(
after_merge_passes.AddPass("OptimizeStage1_1::HcclMemcpyPass", new (std::nothrow) HcclMemcpyPass));

GE_TIMESTAMP_START(after_merge_passes);
auto ret = after_merge_passes.Run(compute_graph);
@@ -2268,6 +2266,9 @@ Status GraphManager::OptimizeStage2(ge::ComputeGraphPtr &compute_graph) {
GE_CHK_STATUS_RET(after_merge_passes.AddPass("OptimizeStage2::AfterMergePasses::LinkGenMaskNodesPass",
new (std::nothrow)
LinkGenMaskNodesPass(options_.stream_max_parallel_num)));
GE_CHK_STATUS_RET(
after_merge_passes.AddPass("OptimizeStage2::HcclContinuousMemcpyPass",
new (std::nothrow) HcclContinuousMemcpyPass));

GE_TIMESTAMP_START(after_merge_passes);
auto ret = after_merge_passes.Run(compute_graph);


+ 411
- 0
ge/graph/passes/hccl_continuous_memcpy_pass.cc View File

@@ -0,0 +1,411 @@
/**
* 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 "graph/passes/hccl_continuous_memcpy_pass.h"

#include <string>

#include "common/debug/log.h"
#include "framework/common/debug/ge_log.h"
#include "common/ge_inner_error_codes.h"
#include "common/ge/ge_util.h"
#include "framework/common/types.h"
#include "graph/utils/graph_utils.h"

namespace {
const int kAnchorNum = 0;
const int32_t kAnchorAssignRefIndex = 0;
const int32_t kAnchorAssignValueIndex = 1;
} // namespace
namespace ge {
Status HcclContinuousMemcpyPass::Run(ge::ComputeGraphPtr graph) {
GE_CHECK_NOTNULL(graph);
for (const auto &node : graph->GetDirectNode()) {
auto op_desc = node->GetOpDesc();
if (op_desc == nullptr) {
GELOGE(INTERNAL_ERROR, "node has no op_desc, node_name : %s.", node->GetName().c_str());
return INTERNAL_ERROR;
}

Status ret = ContinuousInputProcess(graph, node);
if (ret != SUCCESS) {
GELOGE(INTERNAL_ERROR, "failed ProcessBroadcastMemcpy, node_name:%s.", node->GetName().c_str());
return ret;
}

ret = P2pmemInputProcess(graph, node);
if (ret != SUCCESS) {
GELOGE(INTERNAL_ERROR, "failed P2pmemInputProcess, node_name:%s.", node->GetName().c_str());
return ret;
}

}
return SUCCESS;
}

// If broadcast input size is bigger than 1, and input from variable,
// cause by broadcast input memory should be continuous,
// another featuremap mem will be allocated for broadcast input.
// In this condition, move data from variable mem to broadcast input featuremap mem will be executed each step.
// In order to avoid move action out of model, use memcpy node instead of move action code.
Status HcclContinuousMemcpyPass::ContinuousInputProcess(const ComputeGraphPtr &graph, const NodePtr node) {
auto op_desc = node->GetOpDesc();

bool is_input_continuous = false;
(void)ge::AttrUtils::GetBool(op_desc, ATTR_NAME_CONTINUOUS_INPUT, is_input_continuous);

if (is_input_continuous && op_desc->GetInputsSize() > 1) {
GELOGI("continuous input op is:%s.", op_desc->GetName().c_str());
// if input size bigger than one, insert memcpy between var data for support continous mem alloc
for (auto &hccl_in_anchor : node->GetAllInDataAnchors()) {
if (hccl_in_anchor == nullptr) {
continue;
}
auto src_out_anchor = hccl_in_anchor->GetPeerOutAnchor();
if (src_out_anchor == nullptr) {
GELOGE(INTERNAL_ERROR, "hcom op input has no peer anchor, node_name:%s", node->GetName().c_str());
return INTERNAL_ERROR;
}

if (IsDataNode(src_out_anchor->GetOwnerNode()->GetType())) {
Status ret = ModifyEdgeConnection(graph, src_out_anchor, hccl_in_anchor);
if (ret != SUCCESS) {
GELOGE(INTERNAL_ERROR, "Failed to modify the connection.");
return ret;
}
}
}
}
return SUCCESS;
}

// if input is var type, and node input need p2p mem, then memcpy should be insert between the two
Status HcclContinuousMemcpyPass::P2pmemInputProcess(const ComputeGraphPtr &graph, const NodePtr node) {
auto op_desc = node->GetOpDesc();

vector<int64_t> input_memory_types;
(void) ge::AttrUtils::GetListInt(op_desc, ATTR_NAME_INPUT_MEM_TYPE_LIST, input_memory_types);

if (input_memory_types.empty()) {
return SUCCESS;
}

for (uint32_t index = 0; index < input_memory_types.size() && index < op_desc->GetInputsSize(); index++) {
if (input_memory_types[index] != RT_MEMORY_P2P_DDR) {
continue;
}

GELOGD("p2p input op is:%s.", op_desc->GetName().c_str());
auto hccl_in_anchor = node->GetInDataAnchor(index);
if (hccl_in_anchor == nullptr) {
continue;
}
auto src_out_anchor = hccl_in_anchor->GetPeerOutAnchor();
if (src_out_anchor == nullptr) {
GELOGE(INTERNAL_ERROR, "hcom op input has no peer anchor, node_name:%s", node->GetName().c_str());
return INTERNAL_ERROR;
}

if (IsDataNode(src_out_anchor->GetOwnerNode()->GetType())) {
Status ret = ModifyEdgeConnection(graph, src_out_anchor, hccl_in_anchor);
if (ret != SUCCESS) {
GELOGE(INTERNAL_ERROR, "Failed to modify the connection.");
return ret;
}
}
}
return SUCCESS;
}

bool HcclContinuousMemcpyPass::IsDataNode(const std::string& node_type) {
return (node_type == CONSTANTOP) || (node_type == VARIABLE) || (node_type == DATA) || (node_type == CONSTANT);
}

///
/// @brief Add Identity Node
/// @param [in] ge::ComputeGraphPtr graph
/// @param [in] ge::OutDataAnchorPtr in_node
/// @return ge::NodePtr
///
NodePtr HcclContinuousMemcpyPass::CreateIdentityNode(const ComputeGraphPtr &graph, const OutDataAnchorPtr &out_data_anchor) {
GE_CHECK_NOTNULL_EXEC(graph, return nullptr);
NodePtr pre_node = out_data_anchor->GetOwnerNode();
OpDescPtr pre_op_desc = pre_node->GetOpDesc();
if (pre_op_desc == nullptr) {
GELOGE(INTERNAL_ERROR, "OpDesc of pre node is invalid.");
return nullptr;
}

std::string node_name = pre_node->GetName() + "_" + IDENTITY;
node_name = CheckDuplicateName(node_name);
OpDescPtr op_desc = MakeShared<OpDesc>(node_name.c_str(), IDENTITY);
if (op_desc == nullptr) {
GELOGE(INTERNAL_ERROR, "Create Identity op: MakeShared op_desc fail.");
return nullptr;
}
GELOGI("Create Identity op:%s.", op_desc->GetName().c_str());

graphStatus ret = op_desc->AddInputDesc("x", pre_op_desc->GetOutputDesc(out_data_anchor->GetIdx()));
if (ret != GRAPH_SUCCESS) {
GELOGE(INTERNAL_ERROR, "Create Identity op: add input desc fail.");
return nullptr;
}

ret = op_desc->AddOutputDesc("y", pre_op_desc->GetOutputDesc(out_data_anchor->GetIdx()));
if (ret != GRAPH_SUCCESS) {
GELOGE(INTERNAL_ERROR, "Create Identity op: add output desc fail.");
return nullptr;
}
// because history reason ,this pass can not do work after constant fold so mark it
(void)AttrUtils::SetBool(op_desc, ATTR_NO_NEED_CONSTANT_FOLDING, false);

NodePtr memcpy_node = graph->AddNode(op_desc);
if (memcpy_node == nullptr) {
GELOGE(INTERNAL_ERROR, "Insert Identity node fail.");
return nullptr;
}

return memcpy_node;
}

///
/// @brief Check duplicate node_name
/// @param [in] std::string& node_name
/// @return std::string
///
std::string HcclContinuousMemcpyPass::CheckDuplicateName(const std::string &node_name) {
std::string tmp_name = node_name;
auto iter = node_num_map_.find(tmp_name);
if (iter != node_num_map_.end()) {
tmp_name = tmp_name + "_" + std::to_string(iter->second);
(iter->second)++;
} else {
node_num_map_[tmp_name] = 1;
}
return tmp_name;
}

///
/// @brief Modify edge connection
/// @param [in] ComputeGraphPtr graph
/// @param [in] OutDataAnchorPtr src_out_anchor
/// @param [in] InDataAnchorPtr hccl_in_anchor
/// @return status
///
Status HcclContinuousMemcpyPass::ModifyEdgeConnection(const ComputeGraphPtr &graph, const OutDataAnchorPtr &src_out_anchor,
const InDataAnchorPtr &hccl_in_anchor) {
GE_CHECK_NOTNULL(src_out_anchor->GetOwnerNode());
GE_CHECK_NOTNULL(hccl_in_anchor->GetOwnerNode());

Status ret = InsertIdentityBeforeHccl(graph, src_out_anchor, hccl_in_anchor);
if (ret != SUCCESS) {
GELOGE(INTERNAL_ERROR, "add identity failed, var_node:%s, hccl_node:%s.",
src_out_anchor->GetOwnerNode()->GetName().c_str(),
hccl_in_anchor->GetOwnerNode()->GetName().c_str());
return ret;
}

ret = InsertAssignAfterBroadcastIfNeed(graph, src_out_anchor, hccl_in_anchor);
if (ret != SUCCESS) {
GELOGE(INTERNAL_ERROR, "add assign failed, var_node:%s, hccl_node:%s.",
src_out_anchor->GetOwnerNode()->GetName().c_str(),
hccl_in_anchor->GetOwnerNode()->GetName().c_str());
return ret;
}
return SUCCESS;
}

///
/// @brief Insert Identity node Between Hccl node and variable
/// @param [in] ComputeGraphPtr graph
/// @param [in] OutDataAnchorPtr src_out_anchor
/// @param [in] InDataAnchorPtr hccl_in_anchor
/// @return status
///
Status HcclContinuousMemcpyPass::InsertIdentityBeforeHccl(const ComputeGraphPtr &graph, const OutDataAnchorPtr &src_out_anchor,
const InDataAnchorPtr &hccl_in_anchor) {
GELOGI("Between op %s and op %s need insert memcpy async op.", src_out_anchor->GetOwnerNode()->GetName().c_str(),
hccl_in_anchor->GetOwnerNode()->GetName().c_str());
NodePtr memcpy_node = CreateIdentityNode(graph, src_out_anchor);
GE_CHECK_NOTNULL(memcpy_node);

Status ret1 = src_out_anchor->Unlink(hccl_in_anchor);
if (ret1 != SUCCESS) {
GELOGE(INTERNAL_ERROR, "The op %s Unlink anchor %s fail.", src_out_anchor->GetOwnerNode()->GetName().c_str(),
hccl_in_anchor->GetOwnerNode()->GetName().c_str());
return FAILED;
}
auto out_data_anchor_0 = memcpy_node->GetOutDataAnchor(kAnchorNum);
GE_CHECK_NOTNULL(out_data_anchor_0);
ret1 = out_data_anchor_0->LinkTo(hccl_in_anchor);
if (ret1 != SUCCESS) {
GELOGE(INTERNAL_ERROR, "The op %s link anchor %s fail.", memcpy_node->GetName().c_str(),
hccl_in_anchor->GetOwnerNode()->GetName().c_str());
return FAILED;
}

Status ret = src_out_anchor->LinkTo(memcpy_node->GetInDataAnchor(kAnchorNum));
if (ret != SUCCESS) {
GELOGE(INTERNAL_ERROR, "The op %s link anchor %s fail.", src_out_anchor->GetOwnerNode()->GetName().c_str(),
memcpy_node->GetName().c_str());
return FAILED;
}
return SUCCESS;
}

///
/// @brief Insert assign node after broadcast node and variable to refresh variable data
/// @param [in] ComputeGraphPtr graph
/// @param [in] OutDataAnchorPtr var_out_anchor
/// @param [in] InDataAnchorPtr hccl_in_anchor
/// @return status
///
Status HcclContinuousMemcpyPass::InsertAssignAfterBroadcastIfNeed(const ComputeGraphPtr &graph,
const OutDataAnchorPtr &var_out_anchor,
const InDataAnchorPtr &hccl_in_anchor) {
if (hccl_in_anchor->GetOwnerNode()->GetType() != HCOMBROADCAST) {
GELOGD("%s not broadcast, no need to insert assign node", hccl_in_anchor->GetOwnerNode()->GetName().c_str());
return SUCCESS;
}

if (var_out_anchor->GetOwnerNode()->GetType() != VARIABLE) {
GELOGD("%s not variable, no need to insert assign node", var_out_anchor->GetOwnerNode()->GetName().c_str());
return SUCCESS;
}

GELOGI("after op %s and op %s need insert assign op.", var_out_anchor->GetOwnerNode()->GetName().c_str(),
hccl_in_anchor->GetOwnerNode()->GetName().c_str());

for (auto peer_in_anchor : var_out_anchor->GetPeerInDataAnchors()) {
if (peer_in_anchor->GetOwnerNode()->GetType() == ASSIGN) {
GELOGD("variable %s out assign node is exist.", var_out_anchor->GetOwnerNode()->GetName().c_str());
return SUCCESS;
}
}

NodePtr assign_node = CreateAssignNode(graph, var_out_anchor);
GE_CHECK_NOTNULL(assign_node);

OutDataAnchorPtr hccl_out_anchor = hccl_in_anchor->GetOwnerNode()->GetOutDataAnchor(hccl_in_anchor->GetIdx());
GE_CHECK_NOTNULL(hccl_out_anchor);

Status ret = hccl_out_anchor->LinkTo(assign_node->GetInDataAnchor(kAnchorAssignValueIndex));
if (ret != SUCCESS) {
GELOGE(INTERNAL_ERROR, "The op %s link anchor %s fail.", hccl_out_anchor->GetOwnerNode()->GetName().c_str(),
assign_node->GetName().c_str());
return FAILED;
}

ret = var_out_anchor->LinkTo(assign_node->GetInDataAnchor(kAnchorAssignRefIndex));
if (ret != SUCCESS) {
GELOGE(INTERNAL_ERROR, "The op %s link anchor %s fail.", var_out_anchor->GetOwnerNode()->GetName().c_str(),
assign_node->GetName().c_str());
return FAILED;
}

// add control edge between assign node and node after broadcast node
OutControlAnchorPtr assign_out_control_anchor = assign_node->GetOutControlAnchor();
GE_CHECK_NOTNULL(assign_out_control_anchor);

for (auto in_data_anchor : hccl_out_anchor->GetPeerInDataAnchors()) {
if (in_data_anchor->GetOwnerNode()->GetName() == assign_node->GetName()) {
continue;
}
ret = assign_out_control_anchor->LinkTo(in_data_anchor->GetOwnerNode()->GetInControlAnchor());
if (ret != SUCCESS) {
GELOGE(INTERNAL_ERROR, "The op %s link control anchor %s fail.",
assign_out_control_anchor->GetOwnerNode()->GetName().c_str(),
in_data_anchor->GetOwnerNode()->GetName().c_str());
return FAILED;
}
}

for (auto in_control_anchor : hccl_out_anchor->GetOwnerNode()->GetOutControlAnchor()->GetPeerInControlAnchors()) {
if (in_control_anchor->GetOwnerNode()->GetName() == assign_node->GetName()) {
continue;
}
ret = assign_out_control_anchor->LinkTo(in_control_anchor);
if (ret != SUCCESS) {
GELOGE(INTERNAL_ERROR, "The op %s link control anchor %s fail.",
assign_out_control_anchor->GetOwnerNode()->GetName().c_str(),
in_control_anchor->GetOwnerNode()->GetName().c_str());
return FAILED;
}
}
return SUCCESS;
}

///
/// @brief create assign Node, add to graph
/// @param [in] ge::ComputeGraphPtr graph
/// @param [in] ge::OutDataAnchorPtr variable node out anchor
/// @return ge::NodePtr
///
NodePtr HcclContinuousMemcpyPass::CreateAssignNode(const ComputeGraphPtr &graph, const OutDataAnchorPtr &out_data_anchor) {
GE_CHECK_NOTNULL_EXEC(graph , return nullptr);
NodePtr pre_node = out_data_anchor->GetOwnerNode();
OpDescPtr pre_op_desc = pre_node->GetOpDesc();
if (pre_op_desc == nullptr) {
GELOGE(INTERNAL_ERROR, "OpDesc of pre node is invalid.");
return nullptr;
}

std::string node_name = pre_node->GetName() + "_" + ASSIGN;
node_name = CheckDuplicateName(node_name);
OpDescPtr op_desc = MakeShared<OpDesc>(node_name.c_str(), ASSIGN);
if (op_desc == nullptr) {
GELOGE(INTERNAL_ERROR, "Create Assign op: MakeShared op_desc fail.");
return nullptr;
}
GELOGI("Create Assign op:%s.", op_desc->GetName().c_str());

graphStatus ret = op_desc->AddInputDesc("ref", pre_op_desc->GetOutputDesc(out_data_anchor->GetIdx()));
if (ret != GRAPH_SUCCESS) {
GELOGE(INTERNAL_ERROR, "Create Assign op: add ref input desc fail.");
return nullptr;
}

ret = op_desc->AddInputDesc("value", pre_op_desc->GetOutputDesc(out_data_anchor->GetIdx()));
if (ret != GRAPH_SUCCESS) {
GELOGE(INTERNAL_ERROR, "Create Assign op: add value input desc fail.");
return nullptr;
}

ret = op_desc->AddOutputDesc("ref", pre_op_desc->GetOutputDesc(out_data_anchor->GetIdx()));
if (ret != GRAPH_SUCCESS) {
GELOGE(INTERNAL_ERROR, "Create Assign op: add output desc fail.");
return nullptr;
}

NodePtr assign_node = graph->AddNode(op_desc);
if (assign_node == nullptr) {
GELOGE(INTERNAL_ERROR, "Insert Identity node fail.");
return nullptr;
}

return assign_node;
}


///
/// @brief Clear Status, used for subgraph pass
/// @return SUCCESS
///
Status HcclContinuousMemcpyPass::ClearStatus() {
node_num_map_.clear();
return SUCCESS;
}
} // namespace ge

+ 59
- 0
ge/graph/passes/hccl_continuous_memcpy_pass.h View File

@@ -0,0 +1,59 @@
/**
* 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.
*/

#ifndef GE_GRAPH_PASSES_HCCL_CONTINUOUS_MEMCPY_PASS_H_
#define GE_GRAPH_PASSES_HCCL_CONTINUOUS_MEMCPY_PASS_H_

#include <string>
#include <unordered_map>

#include "graph/graph.h"
#include "inc/graph_pass.h"

namespace ge {
class HcclContinuousMemcpyPass : public GraphPass {
public:
Status Run(ge::ComputeGraphPtr graph);
Status ClearStatus() override;

private:
NodePtr CreateIdentityNode(const ComputeGraphPtr &graph, const OutDataAnchorPtr &out_data_anchor);

NodePtr CreateAssignNode(const ComputeGraphPtr &graph, const OutDataAnchorPtr &out_data_anchor);

std::string CheckDuplicateName(const std::string &node_name);

Status ModifyEdgeConnection(const ComputeGraphPtr &graph, const OutDataAnchorPtr &src_out_anchor,
const InDataAnchorPtr &hccl_in_anchor);

Status InsertIdentityBeforeHccl(const ComputeGraphPtr &graph, const OutDataAnchorPtr &src_out_anchor,
const InDataAnchorPtr &hccl_in_anchor);

Status InsertAssignAfterBroadcastIfNeed(const ComputeGraphPtr &graph,
const OutDataAnchorPtr &src_out_anchor,
const InDataAnchorPtr &hccl_in_anchor);

Status ContinuousInputProcess(const ComputeGraphPtr &graph, const NodePtr node);

Status P2pmemInputProcess(const ComputeGraphPtr &graph, const NodePtr node);

bool IsDataNode(const std::string& node_type);

std::unordered_map<std::string, uint32_t> node_num_map_;
};
} // namespace ge

#endif // GE_GRAPH_PASSES_HCCL_MEMCPY_PASS_H_

+ 4
- 91
ge/graph/passes/hccl_memcpy_pass.cc View File

@@ -34,7 +34,7 @@ const char *const kInputMutable = "_input_mutable";
} // namespace
namespace ge {
Status HcclMemcpyPass::Run(ge::ComputeGraphPtr graph) {
GE_IF_BOOL_EXEC(graph == nullptr, GELOGE(PARAM_INVALID, "param [graph] must not be null."); return PARAM_INVALID);
GE_CHECK_NOTNULL(graph);
for (const auto &node : graph->GetDirectNode()) {
auto op_desc = node->GetOpDesc();
if (op_desc == nullptr) {
@@ -42,24 +42,11 @@ Status HcclMemcpyPass::Run(ge::ComputeGraphPtr graph) {
return INTERNAL_ERROR;
}

Status ret = ContinuousInputProcess(graph, node);
if (ret != SUCCESS) {
GELOGE(INTERNAL_ERROR, "failed ProcessBroadcastMemcpy, node_name:%s.", node->GetName().c_str());
return ret;
}

ret = MutableInputProcess(graph, node);
Status ret = MutableInputProcess(graph, node);
if (ret != SUCCESS) {
GELOGE(INTERNAL_ERROR, "failed MutableInputProcess, node_name:%s.", node->GetName().c_str());
return ret;
}

ret = P2pmemInputProcess(graph, node);
if (ret != SUCCESS) {
GELOGE(INTERNAL_ERROR, "failed P2pmemInputProcess, node_name:%s.", node->GetName().c_str());
return ret;
}

}
return SUCCESS;
}
@@ -114,80 +101,6 @@ Status HcclMemcpyPass::MutableInputProcess(const ComputeGraphPtr &graph, const N
return SUCCESS;
}

// If broadcast input size is bigger than 1, and input from variable,
// cause by broadcast input memory should be continuous,
// another featuremap mem will be allocated for broadcast input.
// In this condition, move data from variable mem to broadcast input featuremap mem will be executed each step.
// In order to avoid move action out of model, use memcpy node instead of move action code.
Status HcclMemcpyPass::ContinuousInputProcess(const ComputeGraphPtr &graph, const NodePtr node) {
auto op_desc = node->GetOpDesc();

bool is_input_continuous = false;
(void)ge::AttrUtils::GetBool(op_desc, ATTR_NAME_CONTINUOUS_INPUT, is_input_continuous);

if (is_input_continuous && op_desc->GetInputsSize() > 1) {
GELOGI("continuous input op is:%s.", op_desc->GetName().c_str());
// if input size bigger than one, insert memcpy between var data for support continous mem alloc
for (auto &hccl_in_anchor : node->GetAllInDataAnchors()) {
if (hccl_in_anchor == nullptr) {
continue;
}
auto src_out_anchor = hccl_in_anchor->GetPeerOutAnchor();
if (src_out_anchor == nullptr) {
GELOGE(INTERNAL_ERROR, "hcom op input has no peer anchor, node_name:%s", node->GetName().c_str());
return INTERNAL_ERROR;
}

if (IsDataNode(src_out_anchor->GetOwnerNode()->GetType())) {
Status ret = ModifyEdgeConnection(graph, src_out_anchor, hccl_in_anchor);
if (ret != SUCCESS) {
GELOGE(INTERNAL_ERROR, "Failed to modify the connection.");
return ret;
}
}
}
}
return SUCCESS;
}

// if input is var type, and node input need p2p mem, then memcpy should be insert between the two
Status HcclMemcpyPass::P2pmemInputProcess(const ComputeGraphPtr &graph, const NodePtr node) {
auto op_desc = node->GetOpDesc();

vector<int64_t> input_memory_types;
(void) ge::AttrUtils::GetListInt(op_desc, ATTR_NAME_INPUT_MEM_TYPE_LIST, input_memory_types);

if (input_memory_types.empty()) {
return SUCCESS;
}

for (uint32_t index = 0; index < input_memory_types.size() && index < op_desc->GetInputsSize(); index++) {
if (input_memory_types[index] != RT_MEMORY_P2P_DDR) {
continue;
}

GELOGD("p2p input op is:%s.", op_desc->GetName().c_str());
auto hccl_in_anchor = node->GetInDataAnchor(index);
if (hccl_in_anchor == nullptr) {
continue;
}
auto src_out_anchor = hccl_in_anchor->GetPeerOutAnchor();
if (src_out_anchor == nullptr) {
GELOGE(INTERNAL_ERROR, "hcom op input has no peer anchor, node_name:%s", node->GetName().c_str());
return INTERNAL_ERROR;
}

if (IsDataNode(src_out_anchor->GetOwnerNode()->GetType())) {
Status ret = ModifyEdgeConnection(graph, src_out_anchor, hccl_in_anchor);
if (ret != SUCCESS) {
GELOGE(INTERNAL_ERROR, "Failed to modify the connection.");
return ret;
}
}
}
return SUCCESS;
}

bool HcclMemcpyPass::IsDataNode(const std::string& node_type) {
return (node_type == CONSTANTOP) || (node_type == VARIABLE) || (node_type == DATA) || (node_type == CONSTANT);
}
@@ -199,7 +112,7 @@ bool HcclMemcpyPass::IsDataNode(const std::string& node_type) {
/// @return ge::NodePtr
///
NodePtr HcclMemcpyPass::CreateIdentityNode(const ComputeGraphPtr &graph, const OutDataAnchorPtr &out_data_anchor) {
GE_IF_BOOL_EXEC(graph == nullptr, return nullptr);
GE_CHECK_NOTNULL_EXEC(graph, return nullptr);
NodePtr pre_node = out_data_anchor->GetOwnerNode();
OpDescPtr pre_op_desc = pre_node->GetOpDesc();
if (pre_op_desc == nullptr) {
@@ -413,7 +326,7 @@ Status HcclMemcpyPass::InsertAssignAfterBroadcastIfNeed(const ComputeGraphPtr &g
/// @return ge::NodePtr
///
NodePtr HcclMemcpyPass::CreateAssignNode(const ComputeGraphPtr &graph, const OutDataAnchorPtr &out_data_anchor) {
GE_IF_BOOL_EXEC(graph == nullptr, return nullptr);
GE_CHECK_NOTNULL_EXEC(graph, return nullptr);
NodePtr pre_node = out_data_anchor->GetOwnerNode();
OpDescPtr pre_op_desc = pre_node->GetOpDesc();
if (pre_op_desc == nullptr) {


+ 0
- 4
ge/graph/passes/hccl_memcpy_pass.h View File

@@ -46,12 +46,8 @@ class HcclMemcpyPass : public GraphPass {
const OutDataAnchorPtr &src_out_anchor,
const InDataAnchorPtr &hccl_in_anchor);

Status ContinuousInputProcess(const ComputeGraphPtr &graph, const NodePtr node);

Status MutableInputProcess(const ComputeGraphPtr &graph, const NodePtr node);

Status P2pmemInputProcess(const ComputeGraphPtr &graph, const NodePtr node);

bool IsDataNode(const std::string& node_type);

std::unordered_map<std::string, uint32_t> node_num_map_;


+ 3
- 0
ge/graph/preprocess/graph_preprocess.cc View File

@@ -48,6 +48,7 @@
#include "graph/passes/enter_pass.h"
#include "graph/passes/for_pass.h"
#include "graph/passes/guarantee_const_pass.h"
#include "graph/passes/hccl_memcpy_pass.h"
#include "graph/passes/hccl_group_pass.h"
#include "graph/passes/identity_pass.h"
#include "graph/passes/infershape_pass.h"
@@ -1894,6 +1895,8 @@ Status GraphPrepare::PrepareOptimize() {
PassManager graph_pass;
try {
(void)graph_pass.AddPass("PrepareOptimize::PrunePass", new PrunePass);
// can't move to optimize1/2 directly, may cause more identity insert, cause CI fail
(void)graph_pass.AddPass("PrepareOptimize::HcclMemcpyPass", new HcclMemcpyPass);
} catch (std::bad_alloc &e) {
GELOGE(INTERNAL_ERROR, "Add pass failed, bad memory allocation occurs.");
return INTERNAL_ERROR;


+ 1
- 0
tests/ut/ge/CMakeLists.txt View File

@@ -243,6 +243,7 @@ set(COMMON_SRC_FILES
"${GE_CODE_DIR}/ge/graph/passes/cast_remove_pass.cc"
"${GE_CODE_DIR}/ge/graph/passes/transpose_transdata_pass.cc"
"${GE_CODE_DIR}/ge/graph/passes/hccl_memcpy_pass.cc"
"${GE_CODE_DIR}/ge/graph/passes/hccl_continuous_memcpy_pass.cc"
"${GE_CODE_DIR}/ge/graph/passes/flow_ctrl_pass.cc"
"${GE_CODE_DIR}/ge/graph/passes/global_step_insert_pass.cc"
"${GE_CODE_DIR}/ge/graph/passes/link_gen_mask_nodes_pass.cc"


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