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!48618 fix dtype not match for Conv3DBackpropFilter 

Merge pull request !48618 from chenkang/conv3d
This commit is contained in:
i-robot 2023-02-13 08:36:00 +00:00 committed by Gitee
parent 6a0f1e54f8 c6af1cb281
commit c7f4e7ab45
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GPG Key ID: 173E9B9CA92EEF8F
3 changed files with 247 additions and 228 deletions
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1
mindspore/ccsrc/pipeline/pynative/grad/bprop_expander/grad_ops/grad_nn_ops.cc
View File

@ -551,6 +551,7 @@ REG_BPROP_BUILDER("Conv3D").SetUnusedInputs({i2}).SetBody(BODYFUNC(ib) {
{"kernel_size", ib->GetAttr("kernel_size")},
{"filter_size", MakeValue(w_shape)},
{"mode", ib->GetAttr("mode")}});
dw = ib->Cast(dw, ib->GetDtype(x));
return {dx, dw};
});

6
mindspore/python/mindspore/ops/_grad/grad_nn_ops.py
View File

@ -103,15 +103,17 @@ def get_bprop_conv3d(self):
)
get_shape = P.Shape()
get_dyn_shape = P.TensorShape()
cast = P.Cast()
get_dtype = P.DType()
def bprop(x, w, out, dout):
if F.is_sequence_value_unknown(get_shape(x)) or F.is_sequence_value_unknown(get_shape(w)):
dx = input_grad(w, dout, get_dyn_shape(x))
dw = filter_grad(x, dout, get_dyn_shape(w))
dw = cast(filter_grad(x, dout, get_dyn_shape(w)), get_dtype(x))
return dx, dw
dx = input_grad(w, dout, get_shape(x))
dw = filter_grad(x, dout, get_shape(w))
dw = cast(filter_grad(x, dout, get_shape(w)), get_dtype(x))
return dx, dw
return bprop

468
mindspore/python/mindspore/ops/bprop_mindir/Conv3D_bprop.mindir
View File

@ -1,262 +1,278 @@
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C[ValueNode]647[ValueNode]647"Constant*
0.1.1 MindSpore*2.0.0:¸@
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A [ValueNode]19 [ValueNode]19"Constant*
value* out_channel€
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get_bprop_conv3d.629:self
[ValueNode]647"get_bprop_conv3d.629:[CNode]648:14"get_bprop_conv3d.629:[CNode]648:14"REF::getattr:15:Default/getattr-op528
C[ValueNode]649[ValueNode]649"Constant*
‘
get_bprop_conv3d.1:self
[ValueNode]19get_bprop_conv3d.1:[CNode]20:14get_bprop_conv3d.1:[CNode]20:14"REF::getattr:15:Default/getattr-op11
A [ValueNode]21 [ValueNode]21"Constant*
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get_bprop_conv3d.629:self
[ValueNode]649"get_bprop_conv3d.629:[CNode]650:16"get_bprop_conv3d.629:[CNode]650:16"REF::getattr:15:Default/getattr-op529
<[ValueNode]651[ValueNode]651"Constant*
‘
get_bprop_conv3d.1:self
[ValueNode]21get_bprop_conv3d.1:[CNode]22:16get_bprop_conv3d.1:[CNode]22:16"REF::getattr:15:Default/getattr-op12
: [ValueNode]23 [ValueNode]23"Constant*
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get_bprop_conv3d.629:self
[ValueNode]651"get_bprop_conv3d.629:[CNode]652:17"get_bprop_conv3d.629:[CNode]652:17"REF::getattr:15:Default/getattr-op530
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"get_bprop_conv3d.629:[CNode]648:14
"get_bprop_conv3d.629:[CNode]650:16
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@[ValueNode]654[ValueNode]654"Constant*
‘
get_bprop_conv3d.1:self
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get_bprop_conv3d.1:[CNode]20:14
get_bprop_conv3d.1:[CNode]22:16
get_bprop_conv3d.1:[CNode]24:17get_bprop_conv3d.1:[CNode]25:18get_bprop_conv3d.1:[CNode]25:18"REF::S-Prim-MakeTuple:19:Default/S-Prim-MakeTuple-op14
> [ValueNode]26 [ValueNode]26"Constant*
value*pad_mode€
;[ValueNode]655[ValueNode]655"Constant*
9 [ValueNode]27 [ValueNode]27"Constant*
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< [ValueNode]28 [ValueNode]28"Constant*
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@[ValueNode]657[ValueNode]657"Constant*
> [ValueNode]29 [ValueNode]29"Constant*
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A [ValueNode]31 [ValueNode]31"Constant*
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[ValueNode]654
[ValueNode]655
[ValueNode]656
[ValueNode]657
[ValueNode]658
[ValueNode]659"get_bprop_conv3d.629:[CNode]660:20"get_bprop_conv3d.629:[CNode]660:20"REF::S-Prim-MakeTuple:21:Default/S-Prim-MakeTuple-op532
@[ValueNode]661[ValueNode]661"Constant*
value*pad_mode€
›
get_bprop_conv3d.629:self
[ValueNode]661"get_bprop_conv3d.629:[CNode]662:22"get_bprop_conv3d.629:[CNode]662:22"REF::getattr:15:Default/getattr-op533
;[ValueNode]663[ValueNode]663"Constant*
value*pad€
›
get_bprop_conv3d.629:self
[ValueNode]663"get_bprop_conv3d.629:[CNode]664:23"get_bprop_conv3d.629:[CNode]664:23"REF::getattr:15:Default/getattr-op534
>[ValueNode]665[ValueNode]665"Constant*
value*stride€
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get_bprop_conv3d.629:self
[ValueNode]665"get_bprop_conv3d.629:[CNode]666:24"get_bprop_conv3d.629:[CNode]666:24"REF::getattr:15:Default/getattr-op535
@[ValueNode]667[ValueNode]667"Constant*
value*dilation€
›
get_bprop_conv3d.629:self
[ValueNode]667"get_bprop_conv3d.629:[CNode]668:25"get_bprop_conv3d.629:[CNode]668:25"REF::getattr:15:Default/getattr-op536
=[ValueNode]669[ValueNode]669"Constant*
value*group€
›
get_bprop_conv3d.629:self
[ValueNode]669"get_bprop_conv3d.629:[CNode]670:26"get_bprop_conv3d.629:[CNode]670:26"REF::getattr:15:Default/getattr-op537
C[ValueNode]671[ValueNode]671"Constant*
value* data_format€
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get_bprop_conv3d.629:self
[ValueNode]671"get_bprop_conv3d.629:[CNode]672:27"get_bprop_conv3d.629:[CNode]672:27"REF::getattr:15:Default/getattr-op538
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"get_bprop_conv3d.629:[CNode]662:22
"get_bprop_conv3d.629:[CNode]664:23
"get_bprop_conv3d.629:[CNode]666:24
"get_bprop_conv3d.629:[CNode]668:25
"get_bprop_conv3d.629:[CNode]670:26
"get_bprop_conv3d.629:[CNode]672:27"get_bprop_conv3d.629:[CNode]673:28"get_bprop_conv3d.629:[CNode]673:28"REF::S-Prim-MakeTuple:29:Default/S-Prim-MakeTuple-op539
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"get_bprop_conv3d.629:[CNode]660:20
"get_bprop_conv3d.629:[CNode]673:28"get_bprop_conv3d.629:[CNode]674:30"get_bprop_conv3d.629:[CNode]674:30"REF::S-Prim-make_dict:31:Default/S-Prim-make_dict-op540
U675675"Constant*?
value*3mindspore.ops.operations.nn_ops.Conv3DBackpropInput€!
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675
"get_bprop_conv3d.629:[CNode]653:18
"get_bprop_conv3d.629:[CNode]674:30"get_bprop_conv3d.629:input_grad:32"get_bprop_conv3d.629:input_grad:32"REF::MetaFuncGraph::unpack_call:Default/unpack_call.676-op541
C[ValueNode]678[ValueNode]678"Constant*
[ValueNode]26
[ValueNode]27
[ValueNode]28
[ValueNode]29
[ValueNode]30
[ValueNode]31get_bprop_conv3d.1:[CNode]32:20get_bprop_conv3d.1:[CNode]32:20"REF::S-Prim-MakeTuple:21:Default/S-Prim-MakeTuple-op15
> [ValueNode]33 [ValueNode]33"Constant*
value*pad_mode€
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get_bprop_conv3d.1:self
[ValueNode]33get_bprop_conv3d.1:[CNode]34:22get_bprop_conv3d.1:[CNode]34:22"REF::getattr:15:Default/getattr-op16
9 [ValueNode]35 [ValueNode]35"Constant*
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get_bprop_conv3d.1:self
[ValueNode]35get_bprop_conv3d.1:[CNode]36:23get_bprop_conv3d.1:[CNode]36:23"REF::getattr:15:Default/getattr-op17
< [ValueNode]37 [ValueNode]37"Constant*
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get_bprop_conv3d.1:self
[ValueNode]37get_bprop_conv3d.1:[CNode]38:24get_bprop_conv3d.1:[CNode]38:24"REF::getattr:15:Default/getattr-op18
> [ValueNode]39 [ValueNode]39"Constant*
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get_bprop_conv3d.1:self
[ValueNode]39get_bprop_conv3d.1:[CNode]40:25get_bprop_conv3d.1:[CNode]40:25"REF::getattr:15:Default/getattr-op19
; [ValueNode]41 [ValueNode]41"Constant*
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get_bprop_conv3d.1:self
[ValueNode]41get_bprop_conv3d.1:[CNode]42:26get_bprop_conv3d.1:[CNode]42:26"REF::getattr:15:Default/getattr-op20
A [ValueNode]43 [ValueNode]43"Constant*
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get_bprop_conv3d.1:self
[ValueNode]43get_bprop_conv3d.1:[CNode]44:27get_bprop_conv3d.1:[CNode]44:27"REF::getattr:15:Default/getattr-op21
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get_bprop_conv3d.1:[CNode]34:22
get_bprop_conv3d.1:[CNode]36:23
get_bprop_conv3d.1:[CNode]38:24
get_bprop_conv3d.1:[CNode]40:25
get_bprop_conv3d.1:[CNode]42:26
get_bprop_conv3d.1:[CNode]44:27get_bprop_conv3d.1:[CNode]45:28get_bprop_conv3d.1:[CNode]45:28"REF::S-Prim-MakeTuple:29:Default/S-Prim-MakeTuple-op22
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get_bprop_conv3d.1:[CNode]32:20
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S4747"Constant*?
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47
get_bprop_conv3d.1:[CNode]25:18
get_bprop_conv3d.1:[CNode]46:30 get_bprop_conv3d.1:input_grad:32 get_bprop_conv3d.1:input_grad:32"REF::MetaFuncGraph::unpack_call:Default/unpack_call.48-op24
¿get_bprop_conv3d.1:cast:35get_bprop_conv3d.1:cast:35"7REF::ClassType::mindspore.ops.operations.array_ops.Cast:LDefault/MindIRClassType:class 'mindspore.ops.operations.array_ops.Cast'-op27
A [ValueNode]50 [ValueNode]50"Constant*
value* out_channel€
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get_bprop_conv3d.629:self
[ValueNode]678"get_bprop_conv3d.629:[CNode]679:35"get_bprop_conv3d.629:[CNode]679:35"REF::getattr:15:Default/getattr-op544
C[ValueNode]680[ValueNode]680"Constant*
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get_bprop_conv3d.1:self
[ValueNode]50get_bprop_conv3d.1:[CNode]51:36get_bprop_conv3d.1:[CNode]51:36"REF::getattr:15:Default/getattr-op28
A [ValueNode]52 [ValueNode]52"Constant*
value* kernel_size€
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get_bprop_conv3d.629:self
[ValueNode]680"get_bprop_conv3d.629:[CNode]681:36"get_bprop_conv3d.629:[CNode]681:36"REF::getattr:15:Default/getattr-op545
<[ValueNode]682[ValueNode]682"Constant*
‘
get_bprop_conv3d.1:self
[ValueNode]52get_bprop_conv3d.1:[CNode]53:37get_bprop_conv3d.1:[CNode]53:37"REF::getattr:15:Default/getattr-op29
: [ValueNode]54 [ValueNode]54"Constant*
value*mode€
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get_bprop_conv3d.629:self
[ValueNode]682"get_bprop_conv3d.629:[CNode]683:37"get_bprop_conv3d.629:[CNode]683:37"REF::getattr:15:Default/getattr-op546
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"get_bprop_conv3d.629:[CNode]679:35
"get_bprop_conv3d.629:[CNode]681:36
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@[ValueNode]685[ValueNode]685"Constant*
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get_bprop_conv3d.1:self
[ValueNode]54get_bprop_conv3d.1:[CNode]55:38get_bprop_conv3d.1:[CNode]55:38"REF::getattr:15:Default/getattr-op30
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get_bprop_conv3d.1:[CNode]51:36
get_bprop_conv3d.1:[CNode]53:37
get_bprop_conv3d.1:[CNode]55:38get_bprop_conv3d.1:[CNode]56:39get_bprop_conv3d.1:[CNode]56:39"REF::S-Prim-MakeTuple:40:Default/S-Prim-MakeTuple-op31
> [ValueNode]57 [ValueNode]57"Constant*
value*pad_mode€
;[ValueNode]686[ValueNode]686"Constant*
9 [ValueNode]58 [ValueNode]58"Constant*
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>[ValueNode]687[ValueNode]687"Constant*
< [ValueNode]59 [ValueNode]59"Constant*
value*stride€
@[ValueNode]688[ValueNode]688"Constant*
> [ValueNode]60 [ValueNode]60"Constant*
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=[ValueNode]689[ValueNode]689"Constant*
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[ValueNode]686
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[ValueNode]690"get_bprop_conv3d.629:[CNode]691:40"get_bprop_conv3d.629:[CNode]691:40"REF::S-Prim-MakeTuple:41:Default/S-Prim-MakeTuple-op548
@[ValueNode]692[ValueNode]692"Constant*
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[ValueNode]57
[ValueNode]58
[ValueNode]59
[ValueNode]60
[ValueNode]61
[ValueNode]62get_bprop_conv3d.1:[CNode]63:41get_bprop_conv3d.1:[CNode]63:41"REF::S-Prim-MakeTuple:42:Default/S-Prim-MakeTuple-op32
> [ValueNode]64 [ValueNode]64"Constant*
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get_bprop_conv3d.629:self
[ValueNode]692"get_bprop_conv3d.629:[CNode]693:42"get_bprop_conv3d.629:[CNode]693:42"REF::getattr:15:Default/getattr-op549
;[ValueNode]694[ValueNode]694"Constant*
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get_bprop_conv3d.1:self
[ValueNode]64get_bprop_conv3d.1:[CNode]65:43get_bprop_conv3d.1:[CNode]65:43"REF::getattr:15:Default/getattr-op33
9 [ValueNode]66 [ValueNode]66"Constant*
value*pad€
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get_bprop_conv3d.629:self
[ValueNode]694"get_bprop_conv3d.629:[CNode]695:43"get_bprop_conv3d.629:[CNode]695:43"REF::getattr:15:Default/getattr-op550
>[ValueNode]696[ValueNode]696"Constant*
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get_bprop_conv3d.1:self
[ValueNode]66get_bprop_conv3d.1:[CNode]67:44get_bprop_conv3d.1:[CNode]67:44"REF::getattr:15:Default/getattr-op34
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get_bprop_conv3d.629:self
[ValueNode]696"get_bprop_conv3d.629:[CNode]697:44"get_bprop_conv3d.629:[CNode]697:44"REF::getattr:15:Default/getattr-op551
@[ValueNode]698[ValueNode]698"Constant*
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get_bprop_conv3d.1:self
[ValueNode]68get_bprop_conv3d.1:[CNode]69:45get_bprop_conv3d.1:[CNode]69:45"REF::getattr:15:Default/getattr-op35
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[ValueNode]698"get_bprop_conv3d.629:[CNode]699:45"get_bprop_conv3d.629:[CNode]699:45"REF::getattr:15:Default/getattr-op552
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get_bprop_conv3d.1:self
[ValueNode]70get_bprop_conv3d.1:[CNode]71:46get_bprop_conv3d.1:[CNode]71:46"REF::getattr:15:Default/getattr-op36
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get_bprop_conv3d.629:self
[ValueNode]700"get_bprop_conv3d.629:[CNode]701:46"get_bprop_conv3d.629:[CNode]701:46"REF::getattr:15:Default/getattr-op553
C[ValueNode]702[ValueNode]702"Constant*
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get_bprop_conv3d.1:self
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A [ValueNode]74 [ValueNode]74"Constant*
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[ValueNode]702"get_bprop_conv3d.629:[CNode]703:47"get_bprop_conv3d.629:[CNode]703:47"REF::getattr:15:Default/getattr-op554
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"get_bprop_conv3d.629:[CNode]693:42
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"get_bprop_conv3d.629:[CNode]699:45
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Y706706"Constant*C
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get_bprop_conv3d.1:self
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get_bprop_conv3d.1:[CNode]65:43
get_bprop_conv3d.1:[CNode]67:44
get_bprop_conv3d.1:[CNode]69:45
get_bprop_conv3d.1:[CNode]71:46
get_bprop_conv3d.1:[CNode]73:47
get_bprop_conv3d.1:[CNode]75:48get_bprop_conv3d.1:[CNode]76:49get_bprop_conv3d.1:[CNode]76:49"REF::S-Prim-MakeTuple:50:Default/S-Prim-MakeTuple-op39
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get_bprop_conv3d.1:[CNode]63:41
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