Skip to content
体验新版
项目
组织
正在加载...
登录
切换导航
打开侧边栏
PaddlePaddle
PaddleDetection
提交
8b169272
P
PaddleDetection
项目概览
PaddlePaddle
/
PaddleDetection
大约 1 年 前同步成功
通知
694
Star
11112
Fork
2696
代码
文件
提交
分支
Tags
贡献者
分支图
Diff
Issue
184
列表
看板
标记
里程碑
合并请求
40
Wiki
0
Wiki
分析
仓库
DevOps
项目成员
Pages
P
PaddleDetection
项目概览
项目概览
详情
发布
仓库
仓库
文件
提交
分支
标签
贡献者
分支图
比较
Issue
184
Issue
184
列表
看板
标记
里程碑
合并请求
40
合并请求
40
Pages
分析
分析
仓库分析
DevOps
Wiki
0
Wiki
成员
成员
收起侧边栏
关闭侧边栏
动态
分支图
创建新Issue
提交
Issue看板
体验新版 GitCode,发现更多精彩内容 >>
提交
8b169272
编写于
5月 04, 2018
作者:
K
Kexin Zhao
提交者:
Kexin Zhao
5月 06, 2018
浏览文件
操作
浏览文件
下载
电子邮件补丁
差异文件
add fp16 support to conv3d
上级
fd1971ca
变更
2
隐藏空白更改
内联
并排
Showing
2 changed file
with
89 addition
and
20 deletion
+89
-20
paddle/fluid/operators/conv_cudnn_op.cu.cc
paddle/fluid/operators/conv_cudnn_op.cu.cc
+2
-1
python/paddle/fluid/tests/unittests/test_conv3d_op.py
python/paddle/fluid/tests/unittests/test_conv3d_op.py
+87
-19
未找到文件。
paddle/fluid/operators/conv_cudnn_op.cu.cc
浏览文件 @
8b169272
...
...
@@ -366,7 +366,8 @@ REGISTER_OP_KERNEL(conv2d_grad, CUDNN, plat::CUDAPlace,
REGISTER_OP_KERNEL
(
conv3d
,
CUDNN
,
plat
::
CUDAPlace
,
paddle
::
operators
::
CUDNNConvOpKernel
<
float
>
,
paddle
::
operators
::
CUDNNConvOpKernel
<
double
>
);
paddle
::
operators
::
CUDNNConvOpKernel
<
double
>
,
paddle
::
operators
::
CUDNNConvOpKernel
<
plat
::
float16
>
);
REGISTER_OP_KERNEL
(
conv3d_grad
,
CUDNN
,
plat
::
CUDAPlace
,
paddle
::
operators
::
CUDNNConvGradOpKernel
<
float
>
,
paddle
::
operators
::
CUDNNConvGradOpKernel
<
double
>
);
python/paddle/fluid/tests/unittests/test_conv3d_op.py
浏览文件 @
8b169272
...
...
@@ -70,9 +70,11 @@ def conv3d_forward_naive(input, filter, group, conv_param):
class
TestConv3dOp
(
OpTest
):
def
setUp
(
self
):
self
.
op_type
=
"conv3d"
self
.
use_cudnn
=
False
self
.
dtype
=
np
.
float32
self
.
init_kernel_type
()
self
.
init_group
()
self
.
init_op_type
()
self
.
init_dilation
()
self
.
init_test_case
()
...
...
@@ -80,20 +82,24 @@ class TestConv3dOp(OpTest):
'stride'
:
self
.
stride
,
'pad'
:
self
.
pad
,
'dilations'
:
self
.
dilations
,
'use_cudnn'
:
self
.
use_cudnn
,
'data_format'
:
'AnyLayout'
# TODO(dzhwinter) : should be fix latter
}
input
=
np
.
random
.
random
(
self
.
input_size
).
astype
(
"float32"
)
filter
=
np
.
random
.
random
(
self
.
filter_size
).
astype
(
"float32"
)
input
=
np
.
random
.
random
(
self
.
input_size
).
astype
(
self
.
dtype
)
filter
=
np
.
random
.
random
(
self
.
filter_size
).
astype
(
self
.
dtype
)
output
=
conv3d_forward_naive
(
input
,
filter
,
self
.
groups
,
conv3d_param
).
astype
(
"float32"
)
conv3d_param
).
astype
(
self
.
dtype
)
self
.
inputs
=
{
'Input'
:
input
,
'Filter'
:
filter
}
self
.
inputs
=
{
'Input'
:
OpTest
.
np_dtype_to_fluid_dtype
(
input
),
'Filter'
:
OpTest
.
np_dtype_to_fluid_dtype
(
filter
)
}
self
.
attrs
=
{
'strides'
:
self
.
stride
,
'paddings'
:
self
.
pad
,
'groups'
:
self
.
groups
,
'dilations'
:
self
.
dilations
'dilations'
:
self
.
dilations
,
'use_cudnn'
:
self
.
use_cudnn
}
self
.
outputs
=
{
'Output'
:
output
}
...
...
@@ -108,6 +114,8 @@ class TestConv3dOp(OpTest):
self
.
check_output
()
def
test_check_grad
(
self
):
if
self
.
dtype
==
np
.
float16
:
return
if
self
.
testcudnn
():
place
=
core
.
CUDAPlace
(
0
)
self
.
check_grad_with_place
(
...
...
@@ -120,6 +128,8 @@ class TestConv3dOp(OpTest):
set
([
'Input'
,
'Filter'
]),
'Output'
,
max_relative_error
=
0.03
)
def
test_check_grad_no_filter
(
self
):
if
self
.
dtype
==
np
.
float16
:
return
if
self
.
testcudnn
():
place
=
core
.
CUDAPlace
(
0
)
self
.
check_grad_with_place
(
...
...
@@ -135,6 +145,8 @@ class TestConv3dOp(OpTest):
no_grad_set
=
set
([
'Filter'
]))
def
test_check_grad_no_input
(
self
):
if
self
.
dtype
==
np
.
float16
:
return
if
self
.
testcudnn
():
place
=
core
.
CUDAPlace
(
0
)
self
.
check_grad_with_place
(
...
...
@@ -163,8 +175,8 @@ class TestConv3dOp(OpTest):
def
init_group
(
self
):
self
.
groups
=
1
def
init_
op
_type
(
self
):
self
.
op_type
=
"conv3d"
def
init_
kernel
_type
(
self
):
pass
class
TestCase1
(
TestConv3dOp
):
...
...
@@ -235,34 +247,90 @@ class TestWithDilation(TestConv3dOp):
self
.
groups
=
3
#----------------Conv3dCUDNN----------------
class
TestCUDNN
(
TestConv3dOp
):
def
init_
op
_type
(
self
):
def
init_
kernel
_type
(
self
):
self
.
use_cudnn
=
True
self
.
op_type
=
"conv3d"
class
TestFP16CUDNN
(
TestConv3dOp
):
def
init_kernel_type
(
self
):
self
.
use_cudnn
=
True
self
.
dtype
=
np
.
float16
def
test_check_output
(
self
):
if
core
.
is_compiled_with_cuda
():
place
=
core
.
CUDAPlace
(
0
)
if
core
.
is_float16_supported
(
place
):
self
.
check_output_with_place
(
place
,
atol
=
2e-2
)
class
TestWithGroup1CUDNN
(
TestWithGroup1
):
def
init_
op
_type
(
self
):
def
init_
kernel
_type
(
self
):
self
.
use_cudnn
=
True
self
.
op_type
=
"conv3d"
class
TestFP16WithGroup1CUDNN
(
TestWithGroup1
):
def
init_kernel_type
(
self
):
self
.
use_cudnn
=
True
self
.
dtype
=
np
.
float16
def
test_check_output
(
self
):
if
core
.
is_compiled_with_cuda
():
place
=
core
.
CUDAPlace
(
0
)
if
core
.
is_float16_supported
(
place
):
self
.
check_output_with_place
(
place
,
atol
=
2e-2
)
class
TestWithGroup2CUDNN
(
TestWithGroup2
):
def
init_
op
_type
(
self
):
def
init_
kernel
_type
(
self
):
self
.
use_cudnn
=
True
self
.
op_type
=
"conv3d"
class
TestFP16WithGroup2CUDNN
(
TestWithGroup2
):
def
init_kernel_type
(
self
):
self
.
use_cudnn
=
True
self
.
dtype
=
np
.
float16
def
test_check_output
(
self
):
if
core
.
is_compiled_with_cuda
():
place
=
core
.
CUDAPlace
(
0
)
if
core
.
is_float16_supported
(
place
):
self
.
check_output_with_place
(
place
,
atol
=
2e-2
)
class
TestWith1x1CUDNN
(
TestWith1x1
):
def
init_
op
_type
(
self
):
def
init_
kernel
_type
(
self
):
self
.
use_cudnn
=
True
self
.
op_type
=
"conv3d"
class
TestFP16With1x1CUDNN
(
TestWith1x1
):
def
init_kernel_type
(
self
):
self
.
use_cudnn
=
True
self
.
dtype
=
np
.
float16
def
test_check_output
(
self
):
if
core
.
is_compiled_with_cuda
():
place
=
core
.
CUDAPlace
(
0
)
if
core
.
is_float16_supported
(
place
):
self
.
check_output_with_place
(
place
,
atol
=
2e-2
)
class
TestWithInput1x1Filter1x1CUDNN
(
TestWithInput1x1Filter1x1
):
def
init_
op
_type
(
self
):
def
init_
kernel
_type
(
self
):
self
.
use_cudnn
=
True
self
.
op_type
=
"conv3d"
class
TestFP16WithInput1x1Filter1x1CUDNN
(
TestWithInput1x1Filter1x1
):
def
init_kernel_type
(
self
):
self
.
use_cudnn
=
True
self
.
dtype
=
np
.
float16
def
test_check_output
(
self
):
if
core
.
is_compiled_with_cuda
():
place
=
core
.
CUDAPlace
(
0
)
if
core
.
is_float16_supported
(
place
):
self
.
check_output_with_place
(
place
,
atol
=
2e-2
)
# FIXME(typhoonzero): find a way to determine if
...
...
编辑
预览
Markdown
is supported
0%
请重试
或
添加新附件
.
添加附件
取消
You are about to add
0
people
to the discussion. Proceed with caution.
先完成此消息的编辑!
取消
想要评论请
注册
或
登录