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wenyuanbo
tic
Commits
c64a33ed
Commit
c64a33ed
authored
Apr 19, 2019
by
hlu1
Committed by
Tianqi Chen
Apr 19, 2019
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[Bugfix] Fix winograd nnpack fp16 (#3046)
parent
6b2e18ed
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topi/python/topi/arm_cpu/conv2d.py
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topi/python/topi/arm_cpu/conv2d.py
View file @
c64a33ed
...
...
@@ -569,7 +569,7 @@ def conv2d_arm_cpu_winograd_nnpack(
assert
N
==
1
with
tvm
.
tag_scope
(
"winograd_nnpack_conv2d_weight_transform"
):
transformed_kernel
=
tvm
.
contrib
.
nnpack
.
convolution_inference_weight_transform
(
kernel
,
algorithm
=
tvm
.
contrib
.
nnpack
.
ConvolutionAlgorithm
.
WT_8x8
)
kernel
,
algorithm
=
cfg
[
'winograd_nnpack_algorithm'
]
.
val
)
if
autotvm
.
GLOBAL_SCOPE
.
in_tuning
:
transformed_kernel
=
tvm
.
compute
(
transformed_kernel
.
shape
,
lambda
*
args
:
0.0
)
...
...
@@ -653,7 +653,7 @@ def conv2d_winograd_nnpack_ww(cfg, data, transformed_kernel, bias, strides,
bias
=
bias
,
padding
=
[
HPAD
,
HPAD
,
WPAD
,
WPAD
],
stride
=
[
HSTR
,
WSTR
],
algorithm
=
tvm
.
contrib
.
nnpack
.
ConvolutionAlgorithm
.
WT_8x8
)
algorithm
=
cfg
[
'winograd_nnpack_algorithm'
]
.
val
)
# we have to manually assign effective GFLOP for winograd
cfg
.
add_flop
(
2
*
N
*
CI
*
H
*
W
*
KH
*
KW
*
CO
)
...
...
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