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a2afcace
编写于
8月 31, 2021
作者:
W
wenbin
提交者:
GitHub
8月 31, 2021
浏览文件
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电子邮件补丁
差异文件
add trt error information. (#35277)
* add trt error information. * rerun ci
上级
3d76d003
变更
1
隐藏空白更改
内联
并排
Showing
1 changed file
with
24 addition
and
2 deletion
+24
-2
paddle/fluid/operators/tensorrt/tensorrt_engine_op.h
paddle/fluid/operators/tensorrt/tensorrt_engine_op.h
+24
-2
未找到文件。
paddle/fluid/operators/tensorrt/tensorrt_engine_op.h
浏览文件 @
a2afcace
...
...
@@ -266,7 +266,7 @@ class TensorRTEngineOp : public framework::OperatorBase {
void
RunTrt
(
const
framework
::
Scope
&
scope
,
const
platform
::
Place
&
dev_place
,
TensorRTEngine
*
engine
)
const
{
int
runtime_batch
=
1
;
int
runtime_batch
=
-
1
;
platform
::
DeviceContextPool
&
pool
=
platform
::
DeviceContextPool
::
Instance
();
auto
&
dev_ctx
=
*
pool
.
Get
(
dev_place
);
auto
stream
=
...
...
@@ -297,7 +297,6 @@ class TensorRTEngineOp : public framework::OperatorBase {
auto
&
t
=
inference
::
analysis
::
GetFromScope
<
framework
::
LoDTensor
>
(
scope
,
x
);
auto
t_shape
=
framework
::
vectorize
<
int64_t
>
(
t
.
dims
());
runtime_batch
=
t_shape
[
0
];
const
int
bind_index
=
engine
->
engine
()
->
getBindingIndex
(
x
.
c_str
());
PADDLE_ENFORCE_LT
(
bind_index
,
num_bindings
,
...
...
@@ -317,6 +316,28 @@ class TensorRTEngineOp : public framework::OperatorBase {
std
::
vector
<
int64_t
>
runtime_input_shape
(
t_shape
.
begin
()
+
1
,
t_shape
.
end
());
RuntimeStaticShapeCheck
(
runtime_input_shape
,
model_input_shape
);
if
(
runtime_batch
!=
-
1
)
{
PADDLE_ENFORCE_EQ
(
runtime_batch
,
t_shape
[
0
],
platform
::
errors
::
InvalidArgument
(
"Inputs of trt subgraphs has different batchsize. "
"It's not allowed in static shape mode. "
"Check whether the model you are running has multiple trt "
"subgraphs:
\n
"
"
\t
If there are multiple trt subgraphs, you need to ensure "
"that the first dimension of the input tensor of these "
"subgraphs is "
"consistent.
\n
"
"
\t
If there are inconsistent subgraphs, you need to filter "
"them "
"by "
"setting min_subgraph_size using EnableTensorrtEngine "
"interface.
\n
"
"
\t
The min_subgraph_size shouble to be greater than the "
"number "
"of "
"nodes in the inconsistent subgraph.
\n
"
));
}
}
}
else
{
#if IS_TRT_VERSION_GE(6000)
...
...
@@ -341,6 +362,7 @@ class TensorRTEngineOp : public framework::OperatorBase {
bind_index
,
inference
::
tensorrt
::
Vec2TRT_Dims
(
t_shape
,
x
,
true
));
#endif
}
runtime_batch
=
t_shape
[
0
];
auto
type
=
t
.
type
();
if
(
type
==
framework
::
proto
::
VarType
::
FP32
)
{
buffers
[
bind_index
]
=
static_cast
<
void
*>
(
t
.
data
<
float
>
());
...
...
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