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!21835 make alltoall and neighborexchange to be interface && revert pr 21395 

Merge pull request !21835 from zhoufeng/revert-same-input-to-comm-op
This commit is contained in:
i-robot 2021-08-31 08:53:46 +00:00 committed by Gitee
parent b021a58caa ecae690a19
commit 389f3a6b6c
47 changed files with 379 additions and 394 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

23
mindspore/ccsrc/backend/optimizer/ascend/enhancer/insert_tensor_move_for_hccl_op.cc
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@ -41,18 +41,15 @@ bool IsParameterOrValueNode(const AnfNodePtr &node) {
}
// NodeUsersMap, for node B input i use node A, it will be one item in map with key: A, and value: (B, i)
bool IsNodeOutPutUsedByOtherRealKernel(const AnfNodeIndexSet &node_users, const CNodePtr &known_user,
size_t known_index) {
bool IsNodeOutPutUsedByOtherRealKernel(const AnfNodeIndexSet &node_users) {
if (node_users.size() == 1) {
MS_LOG(INFO) << "This node only used once, no need to insert tensormove node.";
return false;
}
for (const auto &node_pair : node_users) {
auto &node = node_pair.first;
size_t idx = IntToSize(node_pair.second);
if (AnfAlgo::IsRealKernel(node) && !(known_user == node && known_index == idx)) {
MS_LOG(INFO) << "User " << node->DebugString() << " idx " << idx << " is real kernel and diff with known "
<< known_user->DebugString() << " idx " << known_index;
auto node = node_pair.first;
if (AnfAlgo::IsRealKernel(node) && !AnfAlgo::IsCommunicationOp(node)) {
MS_LOG(INFO) << "This node only used other real kernel: " << node->fullname_with_scope();
return true;
}
}
@ -61,13 +58,11 @@ bool IsNodeOutPutUsedByOtherRealKernel(const AnfNodeIndexSet &node_users, const
}
} // namespace
bool InsertTensorMoveForHcclOp::NeedInsertTensorMove(const FuncGraphPtr &graph, const CNodePtr &cur_node,
size_t input_idx) const {
bool InsertTensorMoveForHcclOp::NeedInsertTensorMove(const FuncGraphPtr &graph, const AnfNodePtr &input,
const CNodePtr &cur_node) const {
MS_EXCEPTION_IF_NULL(graph);
MS_EXCEPTION_IF_NULL(cur_node);
auto input = cur_node->input(input_idx);
MS_EXCEPTION_IF_NULL(input);
MS_EXCEPTION_IF_NULL(cur_node);
if (IsPrimitiveCNode(cur_node, prim::kPrimReceive)) {
return false;
}
@ -99,7 +94,7 @@ bool InsertTensorMoveForHcclOp::NeedInsertTensorMove(const FuncGraphPtr &graph,
MS_LOG(EXCEPTION) << "node has no output in manager"
<< " trace: " << trace::DumpSourceLines(input);
}
if (IsNodeOutPutUsedByOtherRealKernel(iter->second, cur_node, input_idx)) {
if (IsNodeOutPutUsedByOtherRealKernel(iter->second)) {
return true;
}
}
@ -113,7 +108,7 @@ void InsertTensorMoveForHcclOp::InsertTensorMove(const FuncGraphPtr &graph, cons
std::vector<AnfNodePtr> new_inputs = {hccl_node->input(0)};
for (size_t i = 1; i < hccl_node->size(); ++i) {
auto input = hccl_node->input(i);
if (NeedInsertTensorMove(graph, hccl_node, i)) {
if (NeedInsertTensorMove(graph, input, hccl_node)) {
auto tensor_move = CreateTensorMoveOp(graph, input);
if (tensor_move == nullptr) {
MS_LOG(EXCEPTION) << "Create tensor_move op failed.";

2
mindspore/ccsrc/backend/optimizer/ascend/enhancer/insert_tensor_move_for_hccl_op.h
View File

@ -32,7 +32,7 @@ class InsertTensorMoveForHcclOp : public PatternProcessPass {
private:
void InsertTensorMove(const FuncGraphPtr &graph, const CNodePtr &hccl_node) const;
bool NeedInsertTensorMove(const FuncGraphPtr &graph, const CNodePtr &cur_node, size_t input_idx) const;
bool NeedInsertTensorMove(const FuncGraphPtr &graph, const AnfNodePtr &input, const CNodePtr &cur_node) const;
KernelQueryPtr kernel_query_;
};
} // namespace opt

1
mindspore/ccsrc/backend/optimizer/ascend/mindir/all_to_all_unify_mindir.cc
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@ -119,6 +119,7 @@ CNodePtr CreateAllToAllvNode(const FuncGraphPtr &graph, const CNodePtr &all_to_a
AnfAlgo::SetNodeAttr(kAttrSendRankIds, MakeValue<std::vector<int64_t>>(rank_ids), all_to_all_v);
AnfAlgo::SetNodeAttr(kAttrRecvRankIds, MakeValue<std::vector<int64_t>>(rank_ids), all_to_all_v);
AnfAlgo::SetNodeAttr(kAttrGroup, MakeValue<std::string>(group), all_to_all_v);
MS_LOG(INFO) << "Create AllToAllv success, split count " << split_count << ", rank size " << rank_size;
return all_to_all_v;
}

2
mindspore/ccsrc/frontend/parallel/ops_info/ops_utils.h
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@ -226,7 +226,7 @@ constexpr char DEVICE_NUM[] = "device_num";
constexpr char VIRTUAL_DIV[] = "_VirtualDiv";
constexpr char GET_TENSOR_SLICE[] = "_GetTensorSlice";
constexpr char SPLIT[] = "Split";
constexpr char ALL_TO_ALL[] = "_AlltoAll";
constexpr char ALL_TO_ALL[] = "AlltoAll";
constexpr char NEIGHBOREXCHANGE[] = "NeighborExchange";
constexpr char PERMUTE_BY_AXIS[] = "PermuteByAxis";
constexpr char CONCAT_BY_AXIS[] = "ConcatByAxis";

2
mindspore/core/base/core_ops.h
View File

@ -409,7 +409,7 @@ inline const PrimitivePtr kPrimSend = std::make_shared<Primitive>("Send");
inline const PrimitivePtr kPrimReceive = std::make_shared<Primitive>("Receive");
inline const PrimitivePtr kPrimAllReduce = std::make_shared<Primitive>("AllReduce");
inline const PrimitivePtr kPrimNeighborExchange = std::make_shared<Primitive>("NeighborExchange");
inline const PrimitivePtr kPrimAllToAll = std::make_shared<Primitive>("_AlltoAll");
inline const PrimitivePtr kPrimAllToAll = std::make_shared<Primitive>("AlltoAll");
inline const PrimitivePtr kPrimAllToAllv = std::make_shared<Primitive>("AllToAllv");
inline const PrimitivePtr kPrimAllSwap = std::make_shared<Primitive>("AllSwap");
inline const PrimitivePtr kPrimBroadcast = std::make_shared<Primitive>("Broadcast");

25
mindspore/ops/_grad/grad_comm_ops.py
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@ -22,8 +22,8 @@ from mindspore.parallel._utils import _get_enable_parallel_optimizer
from .. import operations as P
from ...common.tensor import RowTensor
from ..composite.multitype_ops.zeros_like_impl import zeros_like
from ..operations.comm_ops import (AllGather, _MiniStepAllGather, _HostAllGather, AllReduce, _AlltoAll, Broadcast,
_GetTensorSlice, _MirrorOperator, _MirrorMiniStepOperator, ReduceOp,
from ..operations.comm_ops import (AllGather, _MiniStepAllGather, _HostAllGather, AllReduce, NeighborExchange, AlltoAll,
Broadcast, _GetTensorSlice, _MirrorOperator, _MirrorMiniStepOperator, ReduceOp,
ReduceScatter, _HostReduceScatter, _VirtualDiv, _VirtualAdd, AllSwap,
_VirtualAssignAdd, _VirtualAccuGrad, _MirrorMicroStepOperator, _MicroStepAllGather)
from .grad_base import bprop_getters
@ -357,10 +357,27 @@ def get_bprop_host_reduce_scatter(self):
return bprop
@bprop_getters.register(_AlltoAll)
@bprop_getters.register(NeighborExchange)
def get_bprop_neighborexchange(self):
"""Generate bprop for NeighborExchange."""
group = self.group
send_rank_ids = self.recv_rank_ids
recv_rank_ids = self.send_rank_ids
recv_shapes = self.send_shapes
send_shapes = self.recv_shapes
recv_type = self.recv_type
neighborexchange_grad = NeighborExchange(send_rank_ids, recv_rank_ids, recv_shapes, send_shapes, recv_type, group)
def bprop(x, out, dout):
return (neighborexchange_grad(dout),)
return bprop
@bprop_getters.register(AlltoAll)
def get_bprop_all_to_all(self):
"""Generate bprop for AlltoAll."""
all_to_all_grad = _AlltoAll(self.split_count, self.concat_dim, self.split_dim, self.group)
all_to_all_grad = AlltoAll(self.split_count, self.concat_dim, self.split_dim, self.group)
if self.instance_name:
instance_name = "grad" + self.instance_name
all_to_all_grad.set_prim_instance_name(instance_name)

1
mindspore/ops/_grad_experimental/__init__.py
View File

@ -18,7 +18,6 @@ from .._grad.grad_base import get_bprop_fn
from . import grad_array_ops
from . import grad_inner_ops
from . import grad_nn_ops
from . import grad_comm_ops
from . import grad_math_ops
__all__ = ['get_bprop_fn']

35
mindspore/ops/_grad_experimental/grad_comm_ops.py
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@ -1,35 +0,0 @@
# Copyright 2021 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.
# ============================================================================
"""Generate bprop for comm ops"""
from .._grad.grad_base import bprop_getters
from ..operations._inner_ops import NeighborExchange
@bprop_getters.register(NeighborExchange)
def get_bprop_neighborexchange(self):
"""Generate bprop for NeighborExchange."""
group = self.group
send_rank_ids = self.recv_rank_ids
recv_rank_ids = self.send_rank_ids
recv_shapes = self.send_shapes
send_shapes = self.recv_shapes
recv_type = self.recv_type
neighborexchange_grad = NeighborExchange(send_rank_ids, recv_rank_ids, recv_shapes, send_shapes, recv_type, group)
def bprop(x, out, dout):
return (neighborexchange_grad(dout),)
return bprop

21
mindspore/ops/bprop_mindir/ApproximateEqual_bprop.mindir
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@ -1,18 +1,19 @@
0.1.0 MindSpore*1.4.1:ø
‡
0.1.0 MindSpore*1.4.1:Š
bprop.32:xbprop.32:[CNode]33bprop.32:[CNode]33"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op22
‡
‹
bprop.32:ybprop.32:[CNode]34bprop.32:[CNode]34"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op23
<EFBFBD>
bprop.32:[CNode]33
bprop.32:[CNode]34bprop.32:[CNode]35bprop.32:[CNode]35"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op24bprop.32*
bprop.32:xbprop.32:[CNode]33:1bprop.32:[CNode]33:1"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op22
‹
bprop.32:ybprop.32:[CNode]34:2bprop.32:[CNode]34:2"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op23
‰
bprop.32:[CNode]33:1
bprop.32:[CNode]34:2bprop.32:[CNode]35:3bprop.32:[CNode]35:3"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op24bprop.32*
bprop.32:x*
bprop.32:y*
bprop.32:out*
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bprop.32:dout2
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14
mindspore/ops/bprop_mindir/Argmax_bprop.mindir
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@ -1,12 +1,12 @@
0.1.0 MindSpore*1.4.1:Ê
†
0.1.0 MindSpore*1.4.1:Ö
Š
bprop.13:xbprop.13:[CNode]14bprop.13:[CNode]14"!S-Prim-hyper_map[zeros_like_leaf]:-Default/S-Prim-hyper_map[zeros_like_leaf]-op9
m
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bprop.13:xbprop.13:[CNode]14:1bprop.13:[CNode]14:1"!S-Prim-hyper_map[zeros_like_leaf]:-Default/S-Prim-hyper_map[zeros_like_leaf]-op9
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bprop.13:[CNode]14:1bprop.13:[CNode]15:2bprop.13:[CNode]15:2"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op10bprop.13*
bprop.13:x*
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bprop.13:dout2
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14
mindspore/ops/bprop_mindir/Argmin_bprop.mindir
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@ -1,12 +1,12 @@
0.1.0 MindSpore*1.4.1:Ë
‡
0.1.0 MindSpore*1.4.1:×
‹
bprop.16:xbprop.16:[CNode]17bprop.16:[CNode]17"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op11
m
bprop.16:[CNode]17bprop.16:[CNode]18bprop.16:[CNode]18"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op12bprop.16*
bprop.16:xbprop.16:[CNode]17:1bprop.16:[CNode]17:1"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op11
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bprop.16:[CNode]17:1bprop.16:[CNode]18:2bprop.16:[CNode]18:2"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op12bprop.16*
bprop.16:x*
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bprop.16:dout2
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21
mindspore/ops/bprop_mindir/AssignAdd_bprop.mindir
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@ -1,18 +1,19 @@
0.1.0 MindSpore*1.4.1:ø
‡
0.1.0 MindSpore*1.4.1:Š
bprop.21:xbprop.21:[CNode]22bprop.21:[CNode]22"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op14
‡
‹
bprop.21:ybprop.21:[CNode]23bprop.21:[CNode]23"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op15
<EFBFBD>
bprop.21:[CNode]22
bprop.21:[CNode]23bprop.21:[CNode]24bprop.21:[CNode]24"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op16bprop.21*
bprop.21:xbprop.21:[CNode]22:1bprop.21:[CNode]22:1"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op14
‹
bprop.21:ybprop.21:[CNode]23:2bprop.21:[CNode]23:2"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op15
‰
bprop.21:[CNode]22:1
bprop.21:[CNode]23:2bprop.21:[CNode]24:3bprop.21:[CNode]24:3"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op16bprop.21*
bprop.21:x*
bprop.21:y*
bprop.21:out*
bprop.21:dout2
bprop.21:[CNode]24:€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
bprop.21:dout2
bprop.21:[CNode]24:3:€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

21
mindspore/ops/bprop_mindir/AssignSub_bprop.mindir
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@ -1,18 +1,19 @@
0.1.0 MindSpore*1.4.1:ø
‡
0.1.0 MindSpore*1.4.1:Š
bprop.25:xbprop.25:[CNode]26bprop.25:[CNode]26"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op17
‡
‹
bprop.25:ybprop.25:[CNode]27bprop.25:[CNode]27"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op18
<EFBFBD>
bprop.25:[CNode]26
bprop.25:[CNode]27bprop.25:[CNode]28bprop.25:[CNode]28"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op19bprop.25*
bprop.25:xbprop.25:[CNode]26:1bprop.25:[CNode]26:1"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op17
‹
bprop.25:ybprop.25:[CNode]27:2bprop.25:[CNode]27:2"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op18
‰
bprop.25:[CNode]26:1
bprop.25:[CNode]27:2bprop.25:[CNode]28:3bprop.25:[CNode]28:3"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op19bprop.25*
bprop.25:x*
bprop.25:y*
bprop.25:out*
bprop.25:dout2
bprop.25:[CNode]28:€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
bprop.25:dout2
bprop.25:[CNode]28:3:€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

14
mindspore/ops/bprop_mindir/Assign_bprop.mindir
View File

@ -1,15 +1,15 @@
0.1.0 MindSpore*1.4.1:è
‡
0.1.0 MindSpore*1.4.1:õ
‹
bprop.60:ybprop.60:[CNode]61bprop.60:[CNode]61"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op43
|
bprop.60:ybprop.60:[CNode]61:1bprop.60:[CNode]61:1"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op43
‚
bprop.60:dout
bprop.60:[CNode]61bprop.60:[CNode]62bprop.60:[CNode]62"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op44bprop.60*
bprop.60:[CNode]61:1bprop.60:[CNode]62:2bprop.60:[CNode]62:2"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op44bprop.60*
bprop.60:x*
bprop.60:y*
bprop.60:out*
bprop.60:dout2
bprop.60:[CNode]62:€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
bprop.60:dout2
bprop.60:[CNode]62:2:€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

14
mindspore/ops/bprop_mindir/BNTrainingReduce_bprop.mindir
View File

@ -1,12 +1,12 @@
0.1.0 MindSpore*1.4.1:Ë
‡
0.1.0 MindSpore*1.4.1:×
‹
bprop.67:xbprop.67:[CNode]68bprop.67:[CNode]68"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op48
m
bprop.67:[CNode]68bprop.67:[CNode]69bprop.67:[CNode]69"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op49bprop.67*
bprop.67:xbprop.67:[CNode]68:1bprop.67:[CNode]68:1"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op48
s
bprop.67:[CNode]68:1bprop.67:[CNode]69:2bprop.67:[CNode]69:2"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op49bprop.67*
bprop.67:x*
bprop.67:out*
bprop.67:dout2
bprop.67:[CNode]69:€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
bprop.67:dout2
bprop.67:[CNode]69:2:€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

10
mindspore/ops/bprop_mindir/Broadcast_bprop.mindir
View File

@ -1,9 +1,9 @@
0.1.0 MindSpore*1.4.1:¼
h
bprop.19:doutbprop.19:[CNode]20bprop.19:[CNode]20"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op13bprop.19*
0.1.0 MindSpore*1.4.1:Â
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bprop.19:doutbprop.19:[CNode]20:1bprop.19:[CNode]20:1"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op13bprop.19*
bprop.19:x*
bprop.19:out*
bprop.19:dout2
bprop.19:[CNode]20:€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
bprop.19:dout2
bprop.19:[CNode]20:1:€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

26
mindspore/ops/bprop_mindir/DropoutDoMask_bprop.mindir
View File

@ -1,20 +1,20 @@
0.1.0 MindSpore*1.4.1:à
—
0.1.0 MindSpore*1.4.1:ø
›
bprop.110:dout
bprop.110:y
bprop.110:keep_probbprop.110:[CNode]111bprop.110:[CNode]111"S-Prim-DropoutDoMask:!Default/S-Prim-DropoutDoMask-op80
Œ
bprop.110:ybprop.110:[CNode]112bprop.110:[CNode]112"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op81
”
bprop.110:keep_probbprop.110:[CNode]113bprop.110:[CNode]113"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op82
Ÿ
bprop.110:[CNode]111
bprop.110:[CNode]112
bprop.110:[CNode]113bprop.110:[CNode]114bprop.110:[CNode]114"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op83 bprop.110*
bprop.110:keep_probbprop.110:[CNode]111:1bprop.110:[CNode]111:1"S-Prim-DropoutDoMask:!Default/S-Prim-DropoutDoMask-op80
<EFBFBD>
bprop.110:ybprop.110:[CNode]112:2bprop.110:[CNode]112:2"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op81
˜
bprop.110:keep_probbprop.110:[CNode]113:3bprop.110:[CNode]113:3"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op82
©
bprop.110:[CNode]111:1
bprop.110:[CNode]112:2
bprop.110:[CNode]113:3bprop.110:[CNode]114:4bprop.110:[CNode]114:4"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op83 bprop.110*
bprop.110:x*
bprop.110:y*
bprop.110:keep_prob*
bprop.110:out*
bprop.110:dout2
bprop.110:[CNode]114:€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
bprop.110:dout2
bprop.110:[CNode]114:4:€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

18
mindspore/ops/bprop_mindir/DropoutGenMask_bprop.mindir
View File

@ -1,15 +1,15 @@
0.1.0 MindSpore*1.4.1:<EFBFBD>
0.1.0 MindSpore*1.4.1:¢
‹
bprop.50:shapebprop.50:[CNode]51bprop.50:[CNode]51"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op35
Ź
bprop.50:keep_probbprop.50:[CNode]52bprop.50:[CNode]52"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op36
<EFBFBD>
bprop.50:[CNode]51
bprop.50:[CNode]52bprop.50:[CNode]53bprop.50:[CNode]53"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op37bprop.50*
bprop.50:shapebprop.50:[CNode]51:1bprop.50:[CNode]51:1"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op35
“
bprop.50:keep_probbprop.50:[CNode]52:2bprop.50:[CNode]52:2"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op36
‰
bprop.50:[CNode]51:1
bprop.50:[CNode]52:2bprop.50:[CNode]53:3bprop.50:[CNode]53:3"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op37bprop.50*
bprop.50:shape*
bprop.50:keep_prob*
bprop.50:out*
bprop.50:dout2
bprop.50:[CNode]53:€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
bprop.50:dout2
bprop.50:[CNode]53:3:€087787fe3abde92d74a97b5b9f48f23d8ccdd6de450a931c64f578b83dcb5c2f1bb10d35eb13b30786fa05cc950c1d1711dbc21a5dda0cf3c1670158c0627efe2366f7bd59ea5ec135e982de03b4f7cab6b61d833d046a6e13f78bdaf2fb2b224c332efad4a51b4773cb78093dd53a4ca850b2dc6cdd5f2ae47106b3fda77bb3565f906930f68ca2413e9ad958d105e129e717cd183b95d11d65a8b0b030fc0d7e635a08323207b4cb3f73fd8437b4d7ee28a7676a68f005a7749bd19e5ed4eca6c407ad6a3b57190d3702d6a45031d13b97bb6952735edf94fb36f73dbff6cdab258748286fc6d783abacce203dfc79d2fc31e23a427ce1f86e08777a687f71be985a048b98205beb531a0e96f3c9c3c36cb9a5fef472e532f1e8041d85d279c414b8c313aac4f85c6217fbbb7009dd079b2d5548f8b695a470a11cb8cc83e6f5e78f5b3c67f2e7bf339b250c3638aee952e1a073002e2834011401f3827260ffb378d62977d2a1338d9b64be24b7349347c19c65faf6ba72837f4df97ff84c

21
mindspore/ops/bprop_mindir/Equal_bprop.mindir
View File

@ -1,18 +1,19 @@
0.1.0 MindSpore*1.4.1:ø
‡
0.1.0 MindSpore*1.4.1:Š
bprop.70:xbprop.70:[CNode]71bprop.70:[CNode]71"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op50
‡
‹
bprop.70:ybprop.70:[CNode]72bprop.70:[CNode]72"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op51
<EFBFBD>
bprop.70:[CNode]71
bprop.70:[CNode]72bprop.70:[CNode]73bprop.70:[CNode]73"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op52bprop.70*
bprop.70:xbprop.70:[CNode]71:1bprop.70:[CNode]71:1"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op50
‹
bprop.70:ybprop.70:[CNode]72:2bprop.70:[CNode]72:2"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op51
‰
bprop.70:[CNode]71:1
bprop.70:[CNode]72:2bprop.70:[CNode]73:3bprop.70:[CNode]73:3"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op52bprop.70*
bprop.70:x*
bprop.70:y*
bprop.70:out*
bprop.70:dout2
bprop.70:[CNode]73:€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
bprop.70:dout2
bprop.70:[CNode]73:3:€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

21
mindspore/ops/bprop_mindir/GreaterEqual_bprop.mindir
View File

@ -1,18 +1,19 @@
0.1.0 MindSpore*1.4.1:ø
‡
0.1.0 MindSpore*1.4.1:Š
bprop.82:xbprop.82:[CNode]83bprop.82:[CNode]83"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op59
‡
‹
bprop.82:ybprop.82:[CNode]84bprop.82:[CNode]84"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op60
<EFBFBD>
bprop.82:[CNode]83
bprop.82:[CNode]84bprop.82:[CNode]85bprop.82:[CNode]85"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op61bprop.82*
bprop.82:xbprop.82:[CNode]83:1bprop.82:[CNode]83:1"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op59
‹
bprop.82:ybprop.82:[CNode]84:2bprop.82:[CNode]84:2"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op60
‰
bprop.82:[CNode]83:1
bprop.82:[CNode]84:2bprop.82:[CNode]85:3bprop.82:[CNode]85:3"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op61bprop.82*
bprop.82:x*
bprop.82:y*
bprop.82:out*
bprop.82:dout2
bprop.82:[CNode]85:€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
bprop.82:dout2
bprop.82:[CNode]85:3:€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

21
mindspore/ops/bprop_mindir/Greater_bprop.mindir
View File

@ -1,18 +1,19 @@
0.1.0 MindSpore*1.4.1:ø
‡
0.1.0 MindSpore*1.4.1:Š
bprop.78:xbprop.78:[CNode]79bprop.78:[CNode]79"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op56
‡
‹
bprop.78:ybprop.78:[CNode]80bprop.78:[CNode]80"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op57
<EFBFBD>
bprop.78:[CNode]79
bprop.78:[CNode]80bprop.78:[CNode]81bprop.78:[CNode]81"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op58bprop.78*
bprop.78:xbprop.78:[CNode]79:1bprop.78:[CNode]79:1"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op56
‹
bprop.78:ybprop.78:[CNode]80:2bprop.78:[CNode]80:2"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op57
‰
bprop.78:[CNode]79:1
bprop.78:[CNode]80:2bprop.78:[CNode]81:3bprop.78:[CNode]81:3"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op58bprop.78*
bprop.78:x*
bprop.78:y*
bprop.78:out*
bprop.78:dout2
bprop.78:[CNode]81:€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
bprop.78:dout2
bprop.78:[CNode]81:3:€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

21
mindspore/ops/bprop_mindir/IOU_bprop.mindir
View File

@ -1,18 +1,19 @@
0.1.0 MindSpore*1.4.1:ø
‡
0.1.0 MindSpore*1.4.1:Š
bprop.63:xbprop.63:[CNode]64bprop.63:[CNode]64"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op45
‡
‹
bprop.63:ybprop.63:[CNode]65bprop.63:[CNode]65"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op46
<EFBFBD>
bprop.63:[CNode]64
bprop.63:[CNode]65bprop.63:[CNode]66bprop.63:[CNode]66"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op47bprop.63*
bprop.63:xbprop.63:[CNode]64:1bprop.63:[CNode]64:1"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op45
‹
bprop.63:ybprop.63:[CNode]65:2bprop.63:[CNode]65:2"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op46
‰
bprop.63:[CNode]64:1
bprop.63:[CNode]65:2bprop.63:[CNode]66:3bprop.63:[CNode]66:3"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op47bprop.63*
bprop.63:x*
bprop.63:y*
bprop.63:out*
bprop.63:dout2
bprop.63:[CNode]66:€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
bprop.63:dout2
bprop.63:[CNode]66:3:€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

10
mindspore/ops/bprop_mindir/Identity_bprop.mindir
View File

@ -1,8 +1,8 @@
0.1.0 MindSpore*1.4.1:°
b
bprop.2:doutbprop.2:[CNode]3bprop.2:[CNode]3"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op2bprop.2*
0.1.0 MindSpore*1.4.1:
f
bprop.2:doutbprop.2:[CNode]3:1bprop.2:[CNode]3:1"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op2bprop.2*
bprop.2:x*
bprop.2:out*
bprop.2:dout2
bprop.2:[CNode]3:€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
bprop.2:dout2
bprop.2:[CNode]3:1:€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

14
mindspore/ops/bprop_mindir/IsFinite_bprop.mindir
View File

@ -1,12 +1,12 @@
0.1.0 MindSpore*1.4.1:Ë
‡
0.1.0 MindSpore*1.4.1:×
‹
bprop.29:xbprop.29:[CNode]30bprop.29:[CNode]30"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op20
m
bprop.29:[CNode]30bprop.29:[CNode]31bprop.29:[CNode]31"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op21bprop.29*
bprop.29:xbprop.29:[CNode]30:1bprop.29:[CNode]30:1"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op20
s
bprop.29:[CNode]30:1bprop.29:[CNode]31:2bprop.29:[CNode]31:2"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op21bprop.29*
bprop.29:x*
bprop.29:out*
bprop.29:dout2
bprop.29:[CNode]31:€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
bprop.29:dout2
bprop.29:[CNode]31:2:€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

21
mindspore/ops/bprop_mindir/LessEqual_bprop.mindir
View File

@ -1,18 +1,19 @@
0.1.0 MindSpore*1.4.1:ø
‡
0.1.0 MindSpore*1.4.1:Š
bprop.90:xbprop.90:[CNode]91bprop.90:[CNode]91"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op65
‡
‹
bprop.90:ybprop.90:[CNode]92bprop.90:[CNode]92"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op66
<EFBFBD>
bprop.90:[CNode]91
bprop.90:[CNode]92bprop.90:[CNode]93bprop.90:[CNode]93"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op67bprop.90*
bprop.90:xbprop.90:[CNode]91:1bprop.90:[CNode]91:1"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op65
‹
bprop.90:ybprop.90:[CNode]92:2bprop.90:[CNode]92:2"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op66
‰
bprop.90:[CNode]91:1
bprop.90:[CNode]92:2bprop.90:[CNode]93:3bprop.90:[CNode]93:3"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op67bprop.90*
bprop.90:x*
bprop.90:y*
bprop.90:out*
bprop.90:dout2
bprop.90:[CNode]93:€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
bprop.90:dout2
bprop.90:[CNode]93:3:€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

21
mindspore/ops/bprop_mindir/Less_bprop.mindir
View File

@ -1,18 +1,19 @@
0.1.0 MindSpore*1.4.1:ø
‡
0.1.0 MindSpore*1.4.1:Š
bprop.86:xbprop.86:[CNode]87bprop.86:[CNode]87"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op62
‡
‹
bprop.86:ybprop.86:[CNode]88bprop.86:[CNode]88"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op63
<EFBFBD>
bprop.86:[CNode]87
bprop.86:[CNode]88bprop.86:[CNode]89bprop.86:[CNode]89"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op64bprop.86*
bprop.86:xbprop.86:[CNode]87:1bprop.86:[CNode]87:1"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op62
‹
bprop.86:ybprop.86:[CNode]88:2bprop.86:[CNode]88:2"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op63
‰
bprop.86:[CNode]87:1
bprop.86:[CNode]88:2bprop.86:[CNode]89:3bprop.86:[CNode]89:3"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op64bprop.86*
bprop.86:x*
bprop.86:y*
bprop.86:out*
bprop.86:dout2
bprop.86:[CNode]89:€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
bprop.86:dout2
bprop.86:[CNode]89:3:€087787fe3abde92d74a97b5b9f48f23d8ccdd6de450a931c64f578b83dcb5c2f1bb10d35eb13b30786fa05cc950c1d1711dbc21a5dda0cf3c1670158c0627efe2366f7bd59ea5ec135e982de03b4f7cab6b61d833d046a6e13f78bdaf2fb2b224c332efad4a51b4773cb78093dd53a4ca850b2dc6cdd5f2ae47106b3fda77bb3565f906930f68ca2413e9ad958d105e129e717cd183b95d11d65a8b0b030fc0d7e635a08323207b4cb3f73fd8437b4d7ee28a7676a68f005a7749bd19e5ed4eca6c407ad6a3b57190d3702d6a45031d13b97bb6952735edf94fb36f73dbff6cdab258748286fc6d783abacce203dfc79d2fc31e23a427ce1f86e08777a687f71be985a048b98205beb531a0e96f3c9c3c36cb9a5fef472e532f1e8041d85d279c414b8c313aac4f85c6217fbbb7009dd079b2d5548f8b695a470a11cb8cc83e6f5e78f5b3c67f2e7bf339b250c3638aee952e1a073002e2834011401f3827260ffb378d62977d2a1338d9b64be24b7349347c19c65faf6ba72837f4df97ff84c

26
mindspore/ops/bprop_mindir/LinSpace_bprop.mindir
View File

@ -1,18 +1,18 @@
0.1.0 MindSpore*1.4.1:
‹
bprop.45:startbprop.45:[CNode]46bprop.45:[CNode]46"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op31
Š
bprop.45:stopbprop.45:[CNode]47bprop.45:[CNode]47"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op32
‰
bprop.45:numbprop.45:[CNode]48bprop.45:[CNode]48"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op33
•
bprop.45:[CNode]46
bprop.45:[CNode]47
bprop.45:[CNode]48bprop.45:[CNode]49bprop.45:[CNode]49"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op34bprop.45*
0.1.0 MindSpore*1.4.1:Î
<EFBFBD>
bprop.45:startbprop.45:[CNode]46:1bprop.45:[CNode]46:1"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op31
Ž
bprop.45:stopbprop.45:[CNode]47:2bprop.45:[CNode]47:2"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op32
<EFBFBD>
bprop.45:numbprop.45:[CNode]48:3bprop.45:[CNode]48:3"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op33
Ÿ
bprop.45:[CNode]46:1
bprop.45:[CNode]47:2
bprop.45:[CNode]48:3bprop.45:[CNode]49:4bprop.45:[CNode]49:4"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op34bprop.45*
bprop.45:start*
bprop.45:stop*
bprop.45:num*
bprop.45:out*
bprop.45:dout2
bprop.45:[CNode]49:€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
bprop.45:dout2
bprop.45:[CNode]49:4:€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

21
mindspore/ops/bprop_mindir/LogicalAnd_bprop.mindir
View File

@ -1,18 +1,19 @@
0.1.0 MindSpore*1.4.1:ø
‡
0.1.0 MindSpore*1.4.1:Š
bprop.94:xbprop.94:[CNode]95bprop.94:[CNode]95"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op68
‡
‹
bprop.94:ybprop.94:[CNode]96bprop.94:[CNode]96"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op69
<EFBFBD>
bprop.94:[CNode]95
bprop.94:[CNode]96bprop.94:[CNode]97bprop.94:[CNode]97"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op70bprop.94*
bprop.94:xbprop.94:[CNode]95:1bprop.94:[CNode]95:1"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op68
‹
bprop.94:ybprop.94:[CNode]96:2bprop.94:[CNode]96:2"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op69
‰
bprop.94:[CNode]95:1
bprop.94:[CNode]96:2bprop.94:[CNode]97:3bprop.94:[CNode]97:3"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op70bprop.94*
bprop.94:x*
bprop.94:y*
bprop.94:out*
bprop.94:dout2
bprop.94:[CNode]97:€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
bprop.94:dout2
bprop.94:[CNode]97:3:€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

14
mindspore/ops/bprop_mindir/LogicalNot_bprop.mindir
View File

@ -1,12 +1,12 @@
0.1.0 MindSpore*1.4.1:Ë
‡
0.1.0 MindSpore*1.4.1:×
‹
bprop.39:xbprop.39:[CNode]40bprop.39:[CNode]40"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op27
m
bprop.39:[CNode]40bprop.39:[CNode]41bprop.39:[CNode]41"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op28bprop.39*
bprop.39:xbprop.39:[CNode]40:1bprop.39:[CNode]40:1"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op27
s
bprop.39:[CNode]40:1bprop.39:[CNode]41:2bprop.39:[CNode]41:2"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op28bprop.39*
bprop.39:x*
bprop.39:out*
bprop.39:dout2
bprop.39:[CNode]41:€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
bprop.39:dout2
bprop.39:[CNode]41:2:€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

21
mindspore/ops/bprop_mindir/LogicalOr_bprop.mindir
View File

@ -1,18 +1,19 @@
0.1.0 MindSpore*1.4.1:þ
‡
0.1.0 MindSpore*1.4.1:<3A>
bprop.98:xbprop.98:[CNode]99bprop.98:[CNode]99"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op71
‰
‹
bprop.98:ybprop.98:[CNode]100bprop.98:[CNode]100"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op72
„
bprop.98:[CNode]99
bprop.98:[CNode]100bprop.98:[CNode]101bprop.98:[CNode]101"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op73bprop.98*
bprop.98:xbprop.98:[CNode]99:1bprop.98:[CNode]99:1"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op71
<EFBFBD>
bprop.98:ybprop.98:[CNode]100:2bprop.98:[CNode]100:2"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op72
Œ
bprop.98:[CNode]99:1
bprop.98:[CNode]100:2bprop.98:[CNode]101:3bprop.98:[CNode]101:3"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op73bprop.98*
bprop.98:x*
bprop.98:y*
bprop.98:out*
bprop.98:dout2
bprop.98:[CNode]101:€027af68f320ba40d9fbd0893da424c07f9c3a4ec82e98f9543bff9b5a15547a2087787fe3abde92d74a97b5b9f48f23d8ccdd6de450a931c64f578b83dcb5c2f2366f7bd59ea5ec135e982de03b4f7cab6b61d833d046a6e13f78bdaf2fb2b224c332efad4a51b4773cb78093dd53a4ca850b2dc6cdd5f2ae47106b3fda77bb3565f906930f68ca2413e9ad958d105e129e717cd183b95d11d65a8b0b030fc0d7e635a08323207b4cb3f73fd8437b4d7ee28a7676a68f005a7749bd19e5ed4eca6c407ad6a3b57190d3702d6a45031d13b97bb6952735edf94fb36f73dbff6cdab258748286fc6d783abacce203dfc79d2fc31e23a427ce1f86e08777a687f71be985a048b98205beb531a0e96f3c9c3c36cb9a5fef472e532f1e8041d85d279c414b8c313aac4f85c6217fbbb7009dd079b2d5548f8b695a470a11cb8cc83e6f5e78f5b3c67f2e7bf339b250c3638aee952e1a073002e2834011401f3827260ffb378d62977d2a1338d9b64be24b7349347c19c65faf6ba72837f4df97ff84c
bprop.98:dout2
bprop.98:[CNode]101:3:€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

21
mindspore/ops/bprop_mindir/NotEqual_bprop.mindir
View File

@ -1,18 +1,19 @@
0.1.0 MindSpore*1.4.1:ø
‡
0.1.0 MindSpore*1.4.1:Š
bprop.74:xbprop.74:[CNode]75bprop.74:[CNode]75"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op53
‡
‹
bprop.74:ybprop.74:[CNode]76bprop.74:[CNode]76"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op54
<EFBFBD>
bprop.74:[CNode]75
bprop.74:[CNode]76bprop.74:[CNode]77bprop.74:[CNode]77"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op55bprop.74*
bprop.74:xbprop.74:[CNode]75:1bprop.74:[CNode]75:1"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op53
‹
bprop.74:ybprop.74:[CNode]76:2bprop.74:[CNode]76:2"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op54
‰
bprop.74:[CNode]75:1
bprop.74:[CNode]76:2bprop.74:[CNode]77:3bprop.74:[CNode]77:3"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op55bprop.74*
bprop.74:x*
bprop.74:y*
bprop.74:out*
bprop.74:dout2
bprop.74:[CNode]77:€027af68f320ba40d9fbd0893da424c07f9c3a4ec82e98f9543bff9b5a15547a2087787fe3abde92d74a97b5b9f48f23d8ccdd6de450a931c64f578b83dcb5c2f2366f7bd59ea5ec135e982de03b4f7cab6b61d833d046a6e13f78bdaf2fb2b224c332efad4a51b4773cb78093dd53a4ca850b2dc6cdd5f2ae47106b3fda77bb3565f906930f68ca2413e9ad958d105e129e717cd183b95d11d65a8b0b030fc0d7e635a08323207b4cb3f73fd8437b4d7ee28a7676a68f005a7749bd19e5ed4eca6c407ad6a3b57190d3702d6a45031d13b97bb6952735edf94fb36f73dbff6cdab258748286fc6d783abacce203dfc79d2fc31e23a427ce1f86e08777a687f71be985a048b98205beb531a0e96f3c9c3c36cb9a5fef472e532f1e8041d85d279c414b8c313aac4f85c6217fbbb7009dd079b2d5548f8b695a470a11cb8cc83e6f5e78f5b3c67f2e7bf339b250c3638aee952e1a073002e2834011401f3827260ffb378d62977d2a1338d9b64be24b7349347c19c65faf6ba72837f4df97ff84c
bprop.74:dout2
bprop.74:[CNode]77:3:€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

30
mindspore/ops/bprop_mindir/OneHot_bprop.mindir
View File

@ -1,22 +1,22 @@
0.1.0 MindSpore*1.4.1:‚
<EFBFBD>
bprop.54:indicesbprop.54:[CNode]55bprop.54:[CNode]55"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op38
‹
bprop.54:depthbprop.54:[CNode]56bprop.54:[CNode]56"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op39
Ž
bprop.54:on_valuebprop.54:[CNode]57bprop.54:[CNode]57"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op40
0.1.0 MindSpore*1.4.1: 
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bprop.54:indicesbprop.54:[CNode]55:1bprop.54:[CNode]55:1"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op38
<EFBFBD>
bprop.54:off_valuebprop.54:[CNode]58bprop.54:[CNode]58"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op41
©
bprop.54:[CNode]55
bprop.54:[CNode]56
bprop.54:[CNode]57
bprop.54:[CNode]58bprop.54:[CNode]59bprop.54:[CNode]59"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op42bprop.54*
bprop.54:depthbprop.54:[CNode]56:2bprop.54:[CNode]56:2"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op39
’
bprop.54:on_valuebprop.54:[CNode]57:3bprop.54:[CNode]57:3"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op40
“
bprop.54:off_valuebprop.54:[CNode]58:4bprop.54:[CNode]58:4"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op41
µ
bprop.54:[CNode]55:1
bprop.54:[CNode]56:2
bprop.54:[CNode]57:3
bprop.54:[CNode]58:4bprop.54:[CNode]59:5bprop.54:[CNode]59:5"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op42bprop.54*
bprop.54:indices*
bprop.54:depth*
bprop.54:on_value*
bprop.54:off_value*
bprop.54:out*
bprop.54:dout2
bprop.54:[CNode]59:€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
bprop.54:dout2
bprop.54:[CNode]59:5:€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

14
mindspore/ops/bprop_mindir/OnesLike_bprop.mindir
View File

@ -1,10 +1,10 @@
0.1.0 MindSpore*1.4.1:¸
<EFBFBD>
bprop.7:xbprop.7:[CNode]8bprop.7:[CNode]8"!S-Prim-hyper_map[zeros_like_leaf]:-Default/S-Prim-hyper_map[zeros_like_leaf]-op5
f
bprop.7:[CNode]8bprop.7:[CNode]9bprop.7:[CNode]9"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op6bprop.7*
0.1.0 MindSpore*1.4.1:Ä
…
bprop.7:xbprop.7:[CNode]8:1bprop.7:[CNode]8:1"!S-Prim-hyper_map[zeros_like_leaf]:-Default/S-Prim-hyper_map[zeros_like_leaf]-op5
l
bprop.7:[CNode]8:1bprop.7:[CNode]9:2bprop.7:[CNode]9:2"S-Prim-MakeTuple:Default/S-Prim-MakeTuple-op6bprop.7*
bprop.7:x*
bprop.7:out*
bprop.7:dout2
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bprop.7:dout2
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mindspore/ops/bprop_mindir/Range_bprop.mindir
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…
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17
mindspore/ops/bprop_mindir/ReLU_bprop.mindir
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0.1.0 MindSpore*1.4.1:‘
a
0.1.0 MindSpore*1.4.1:<EFBFBD>
e
bprop.0:dout
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bprop.0:dx
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20
mindspore/ops/bprop_mindir/ReduceAll_bprop.mindir
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@ -1,15 +1,15 @@
0.1.0 MindSpore*1.4.1:—
0.1.0 MindSpore*1.4.1:©
Œ
bprop.102:xbprop.102:[CNode]103bprop.102:[CNode]103"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op74
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<EFBFBD>
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‘
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20
mindspore/ops/bprop_mindir/ReduceAny_bprop.mindir
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0.1.0 MindSpore*1.4.1:—
0.1.0 MindSpore*1.4.1:©
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14
mindspore/ops/bprop_mindir/Round_bprop.mindir
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@ -1,12 +1,12 @@
0.1.0 MindSpore*1.4.1:Ë
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0.1.0 MindSpore*1.4.1:×
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14
mindspore/ops/bprop_mindir/Sign_bprop.mindir
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@ -1,12 +1,12 @@
0.1.0 MindSpore*1.4.1:Ë
‡
0.1.0 MindSpore*1.4.1:×
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bprop.36:xbprop.36:[CNode]37bprop.36:[CNode]37"!S-Prim-hyper_map[zeros_like_leaf]:.Default/S-Prim-hyper_map[zeros_like_leaf]-op25
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mindspore/ops/bprop_mindir/ZerosLike_bprop.mindir
View File

@ -1,12 +1,12 @@
0.1.0 MindSpore*1.4.1:É
†
0.1.0 MindSpore*1.4.1:Õ
Š
bprop.10:xbprop.10:[CNode]11bprop.10:[CNode]11"!S-Prim-hyper_map[zeros_like_leaf]:-Default/S-Prim-hyper_map[zeros_like_leaf]-op7
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2
mindspore/ops/operations/__init__.py
View File

@ -35,7 +35,7 @@ from .array_ops import (Argmax, Argmin, Cast, Concat, Pack, Stack, Unpack, Unsta
BatchToSpace, SpaceToBatchND, BatchToSpaceND, BroadcastTo, InplaceUpdate, ReverseSequence,
EmbeddingLookup, Unique, GatherD, Identity, Range, MaskedFill, MaskedSelect, SearchSorted,
TensorScatterMax, TensorScatterMin, TensorScatterSub)
from .comm_ops import (AllGather, AllReduce, _AlltoAll, AllSwap, ReduceScatter, Broadcast,
from .comm_ops import (AllGather, AllReduce, NeighborExchange, AlltoAll, AllSwap, ReduceScatter, Broadcast,
_MirrorOperator, _MirrorMiniStepOperator, _MiniStepAllGather, ReduceOp, _VirtualDataset,
_VirtualOutput, _VirtualDiv, _GetTensorSlice, _VirtualAdd, _VirtualAssignAdd, _VirtualAccuGrad,
_HostAllGather, _HostReduceScatter, _MirrorMicroStepOperator, _MicroStepAllGather)

30
mindspore/ops/operations/_inner_ops.py
View File

@ -492,36 +492,6 @@ class Receive(PrimitiveWithInfer):
return self.dtype
class NeighborExchange(Primitive):
"""
NeighborExchange is a collective operation.
NeighborExchange sends data from the local rank to ranks in the send_rank_ids,
as while receive data from recv_rank_ids.
Args:
send_rank_ids (list(int)): Ranks which the data is sent to.
recv_rank_ids (list(int)): Ranks which the data is received from.
recv_shapes (tuple(list(int))): Data shape which received from recv_rank_ids.
send_shapes (tuple(list(int))): Data shape which send to the send_rank_ids.
recv_type (type): Data type which received from recv_rank_ids
group (str):
"""
@prim_attr_register
def __init__(self, send_rank_ids, recv_rank_ids, recv_shapes, send_shapes, recv_type,
group=GlobalComm.WORLD_COMM_GROUP):
self.init_prim_io_names(inputs=['x'], outputs=['output'])
self.send_rank_ids = send_rank_ids
self.recv_rank_ids = recv_rank_ids
self.recv_shapes = recv_shapes
self.send_shapes = send_shapes
self.recv_type = recv_type
def __call__(self, tensor):
raise NotImplementedError
class MatrixSetDiag(PrimitiveWithInfer):
r"""
Modifies the batched diagonal part of a batched tensor.

34
mindspore/ops/operations/comm_ops.py
View File

@ -20,7 +20,7 @@ from ..._checkparam import Validator as validator
from ..._checkparam import Rel
from ...communication.management import get_rank, get_group_size, GlobalComm, _get_group
from ...common import dtype as mstype
from ..primitive import PrimitiveWithInfer, PrimitiveWithCheck, prim_attr_register
from ..primitive import PrimitiveWithInfer, PrimitiveWithCheck, Primitive, prim_attr_register
from ...common.api import context
@ -613,7 +613,37 @@ class AllSwap(PrimitiveWithCheck):
return out
class _AlltoAll(PrimitiveWithInfer):
class NeighborExchange(Primitive):
"""
NeighborExchange is a collective operation.
NeighborExchange sends data from the local rank to ranks in the send_rank_ids,
as while receive data from recv_rank_ids.
Args:
send_rank_ids (list(int)): Ranks which the data is sent to.
recv_rank_ids (list(int)): Ranks which the data is received from.
recv_shapes (tuple(list(int))): Data shape which received from recv_rank_ids.
send_shapes (tuple(list(int))): Data shape which send to the send_rank_ids.
recv_type (type): Data type which received from recv_rank_ids
group (str):
"""
@prim_attr_register
def __init__(self, send_rank_ids, recv_rank_ids, recv_shapes, send_shapes, recv_type,
group=GlobalComm.WORLD_COMM_GROUP):
self.init_prim_io_names(inputs=['x'], outputs=['output'])
self.send_rank_ids = send_rank_ids
self.recv_rank_ids = recv_rank_ids
self.recv_shapes = recv_shapes
self.send_shapes = send_shapes
self.recv_type = recv_type
def __call__(self, tensor):
raise NotImplementedError
class AlltoAll(PrimitiveWithInfer):
"""
AlltoAll is a collective operation.

7
tests/ut/cpp/python_input/gtest_input/pre_activate/all_to_all_unify_mindir_test.py
View File

@ -14,8 +14,7 @@
# ============================================================================
import mindspore as ms
from mindspore import context
from mindspore.ops.operations._inner_ops import NeighborExchange
from mindspore.ops.operations.comm_ops import _AlltoAll
from mindspore.ops.operations.comm_ops import AlltoAll, NeighborExchange
from mindspore.communication.management import GlobalComm, init
context.set_context(device_target="Ascend")
@ -44,9 +43,9 @@ def test_neighbor_exchange(tag):
return fns[tag]
def test_all_to_all(tag):
context.set_auto_parallel_context(device_num=8, global_rank=0)
context.set_auto_parallel_context(device_num=2, global_rank=0)
fns = FnDict()
altoall = _AlltoAll(split_count=8, split_dim=2, concat_dim=3)
altoall = AlltoAll(split_count=2, split_dim=2, concat_dim=3)
@fns
def before(x):
return altoall(x)

4
tests/ut/python/communication/test_comm.py
View File

@ -25,7 +25,7 @@ from mindspore.nn import Dense
from mindspore.nn import Momentum
from mindspore.nn import ReLU
from mindspore.nn import TrainOneStepCell, WithLossCell
from mindspore.ops.operations.comm_ops import AllReduce, AllGather, _AlltoAll, ReduceOp, ReduceScatter
from mindspore.ops.operations.comm_ops import AllReduce, AllGather, AlltoAll, ReduceOp, ReduceScatter
from mindspore.ops.operations.comm_ops import Broadcast, AllSwap
from mindspore.ops.operations.array_ops import Gather
import mindspore
@ -113,7 +113,7 @@ class AlltoAllNet(nn.Cell):
def __init__(self, input_channel, out_channel):
super(AlltoAllNet, self).__init__()
self.dense = Dense(input_channel, out_channel)
self.alltoall = _AlltoAll(1, 0, 1)
self.alltoall = AlltoAll(1, 0, 1)
self.relu = ReLU()
def construct(self, x):

20
tests/ut/python/parallel/test_alltoall.py
View File

@ -25,7 +25,7 @@ from mindspore.common.parameter import Parameter
from mindspore.nn.loss import SoftmaxCrossEntropyWithLogits
from mindspore.nn.optim.momentum import Momentum
from mindspore.ops import operations as P
from mindspore.ops.operations.comm_ops import _AlltoAll
from mindspore.ops.operations.comm_ops import AlltoAll
from mindspore.parallel._utils import _reset_op_id
from mindspore.train import Model
from mindspore.context import ParallelMode
@ -130,7 +130,7 @@ def test_all_to_all_success():
class Net(nn.Cell):
def __init__(self):
super(Net, self).__init__()
self.alltoallv = _AlltoAll(split_count=8, split_dim=2, concat_dim=3)
self.alltoallv = AlltoAll(split_count=8, split_dim=2, concat_dim=3)
def construct(self, x1):
out = self.alltoallv(x1)
@ -151,7 +151,7 @@ def test_all_to_all_invalid_split_count_value_failed():
class Net(nn.Cell):
def __init__(self):
super(Net, self).__init__()
self.alltoallv = _AlltoAll(split_count=7, split_dim=2, concat_dim=3)
self.alltoallv = AlltoAll(split_count=7, split_dim=2, concat_dim=3)
def construct(self, x1):
out = self.alltoallv(x1)
@ -173,7 +173,7 @@ def test_all_to_all_invalid_split_count_type_failed():
class Net(nn.Cell):
def __init__(self):
super(Net, self).__init__()
self.alltoallv = _AlltoAll(split_count=[8], split_dim=2, concat_dim=3)
self.alltoallv = AlltoAll(split_count=[8], split_dim=2, concat_dim=3)
def construct(self, x1):
out = self.alltoallv(x1)
@ -195,7 +195,7 @@ def test_all_to_all_invalid_split_dim_value_failed():
class Net(nn.Cell):
def __init__(self):
super(Net, self).__init__()
self.alltoallv = _AlltoAll(split_count=8, split_dim=4, concat_dim=3)
self.alltoallv = AlltoAll(split_count=8, split_dim=4, concat_dim=3)
def construct(self, x1):
out = self.alltoallv(x1)
@ -217,7 +217,7 @@ def test_all_to_all_invalid_split_dim_type_failed():
class Net(nn.Cell):
def __init__(self):
super(Net, self).__init__()
self.alltoallv = _AlltoAll(split_count=8, split_dim=(3,), concat_dim=3)
self.alltoallv = AlltoAll(split_count=8, split_dim=(3,), concat_dim=3)
def construct(self, x1):
out = self.alltoallv(x1)
@ -239,7 +239,7 @@ def test_all_to_all_invalid_concat_dim_value_failed():
class Net(nn.Cell):
def __init__(self):
super(Net, self).__init__()
self.alltoallv = _AlltoAll(split_count=8, split_dim=3, concat_dim=4)
self.alltoallv = AlltoAll(split_count=8, split_dim=3, concat_dim=4)
def construct(self, x1):
out = self.alltoallv(x1)
@ -261,7 +261,7 @@ def test_all_to_all_invalid_concat_dim_type_failed():
class Net(nn.Cell):
def __init__(self):
super(Net, self).__init__()
self.alltoallv = _AlltoAll(split_count=8, split_dim=3, concat_dim=([3],))
self.alltoallv = AlltoAll(split_count=8, split_dim=3, concat_dim=([3],))
def construct(self, x1):
out = self.alltoallv(x1)
@ -283,7 +283,7 @@ def test_all_to_all_invalid_split_count_cannot_be_divisible_failed():
class Net(nn.Cell):
def __init__(self):
super(Net, self).__init__()
self.alltoallv = _AlltoAll(split_count=3, split_dim=3, concat_dim=3)
self.alltoallv = AlltoAll(split_count=3, split_dim=3, concat_dim=3)
def construct(self, x1):
out = self.alltoallv(x1)
@ -305,7 +305,7 @@ def test_all_to_all_invalid_group_type_failed():
class Net(nn.Cell):
def __init__(self):
super(Net, self).__init__()
self.alltoallv = _AlltoAll(split_count=8, split_dim=3, concat_dim=3, group=3)
self.alltoallv = AlltoAll(split_count=8, split_dim=3, concat_dim=3, group=3)
def construct(self, x1):
out = self.alltoallv(x1)

2
tests/ut/python/parallel/test_neighborexchange.py
View File

@ -21,7 +21,7 @@ import mindspore.nn as nn
from mindspore.common.api import _cell_graph_executor
from mindspore.nn import TrainOneStepCell, Momentum
from mindspore.ops import operations as P
from mindspore.ops.operations._inner_ops import NeighborExchange
from mindspore.ops.operations.comm_ops import NeighborExchange
_w1 = Tensor(np.ones([32, 32]), dtype=ms.float32)
_x1 = Tensor(np.ones([32, 16]), dtype=ms.float32)