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llvm
hpvm-release
Commits
0b505295
Commit
0b505295
authored
4 years ago
by
Hashim Sharif
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parent
e45fe957
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llvm/test/VISC/DNN_Benchmarks/benchmarks/vgg16_cifar100/src/vgg16_cifar10_loop.cpp
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-1010
0 additions, 1010 deletions
...arks/benchmarks/vgg16_cifar100/src/vgg16_cifar10_loop.cpp
with
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llvm/test/VISC/DNN_Benchmarks/benchmarks/vgg16_cifar100/src/vgg16_cifar10_loop.cpp
deleted
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View file @
e45fe957
#include
<stdio.h>
#include
<stdlib.h>
#include
<unistd.h>
#include
<fcntl.h>
#include
<sys/stat.h>
#include
<cstring>
#include
<visc.h>
#include
<tensorTypes.h>
#include
<tensorUtils.h>
void
var_0_node
(
void
*
t1
,
size_t
bytes_t1
,
void
*
t2
,
size_t
bytes_t2
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
2
,
t1
,
t2
,
0
);
void
*
r
=
__visc__tensor_convolution
(
t1
,
t2
,
1
,
1
,
1
,
1
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_1_node
(
void
*
t1
,
size_t
bytes_t1
,
void
*
t2
,
size_t
bytes_t2
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
2
,
t1
,
t2
,
0
);
void
*
r
=
__visc__tensor_add
(
t1
,
t2
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_2_node
(
void
*
t1
,
size_t
bytes_t1
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
1
,
t1
,
0
);
void
*
r
=
__visc__tensor_relu
(
t1
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_3_node
(
void
*
t1
,
size_t
bytes_t1
,
void
*
t2
,
size_t
bytes_t2
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
2
,
t1
,
t2
,
0
);
void
*
r
=
__visc__tensor_convolution
(
t1
,
t2
,
1
,
1
,
1
,
1
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_4_node
(
void
*
t1
,
size_t
bytes_t1
,
void
*
t2
,
size_t
bytes_t2
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
2
,
t1
,
t2
,
0
);
void
*
r
=
__visc__tensor_add
(
t1
,
t2
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_5_node
(
void
*
t1
,
size_t
bytes_t1
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
1
,
t1
,
0
);
void
*
r
=
__visc__tensor_relu
(
t1
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_6_node
(
void
*
t1
,
size_t
bytes_t1
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
1
,
t1
,
0
);
void
*
r
=
__visc__tensor_pool_max
(
t1
,
2
,
2
,
0
,
0
,
2
,
2
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_7_node
(
void
*
t1
,
size_t
bytes_t1
,
void
*
t2
,
size_t
bytes_t2
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
2
,
t1
,
t2
,
0
);
void
*
r
=
__visc__tensor_convolution
(
t1
,
t2
,
1
,
1
,
1
,
1
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_8_node
(
void
*
t1
,
size_t
bytes_t1
,
void
*
t2
,
size_t
bytes_t2
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
2
,
t1
,
t2
,
0
);
void
*
r
=
__visc__tensor_add
(
t1
,
t2
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_9_node
(
void
*
t1
,
size_t
bytes_t1
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
1
,
t1
,
0
);
void
*
r
=
__visc__tensor_relu
(
t1
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_10_node
(
void
*
t1
,
size_t
bytes_t1
,
void
*
t2
,
size_t
bytes_t2
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
2
,
t1
,
t2
,
0
);
void
*
r
=
__visc__tensor_convolution
(
t1
,
t2
,
1
,
1
,
1
,
1
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_11_node
(
void
*
t1
,
size_t
bytes_t1
,
void
*
t2
,
size_t
bytes_t2
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
2
,
t1
,
t2
,
0
);
void
*
r
=
__visc__tensor_add
(
t1
,
t2
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_12_node
(
void
*
t1
,
size_t
bytes_t1
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
1
,
t1
,
0
);
void
*
r
=
__visc__tensor_relu
(
t1
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_13_node
(
void
*
t1
,
size_t
bytes_t1
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
1
,
t1
,
0
);
void
*
r
=
__visc__tensor_pool_max
(
t1
,
2
,
2
,
0
,
0
,
2
,
2
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_14_node
(
void
*
t1
,
size_t
bytes_t1
,
void
*
t2
,
size_t
bytes_t2
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
2
,
t1
,
t2
,
0
);
void
*
r
=
__visc__tensor_convolution
(
t1
,
t2
,
1
,
1
,
1
,
1
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_15_node
(
void
*
t1
,
size_t
bytes_t1
,
void
*
t2
,
size_t
bytes_t2
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
2
,
t1
,
t2
,
0
);
void
*
r
=
__visc__tensor_add
(
t1
,
t2
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_16_node
(
void
*
t1
,
size_t
bytes_t1
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
1
,
t1
,
0
);
void
*
r
=
__visc__tensor_relu
(
t1
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_17_node
(
void
*
t1
,
size_t
bytes_t1
,
void
*
t2
,
size_t
bytes_t2
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
2
,
t1
,
t2
,
0
);
void
*
r
=
__visc__tensor_convolution
(
t1
,
t2
,
1
,
1
,
1
,
1
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_18_node
(
void
*
t1
,
size_t
bytes_t1
,
void
*
t2
,
size_t
bytes_t2
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
2
,
t1
,
t2
,
0
);
void
*
r
=
__visc__tensor_add
(
t1
,
t2
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_19_node
(
void
*
t1
,
size_t
bytes_t1
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
1
,
t1
,
0
);
void
*
r
=
__visc__tensor_relu
(
t1
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_20_node
(
void
*
t1
,
size_t
bytes_t1
,
void
*
t2
,
size_t
bytes_t2
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
2
,
t1
,
t2
,
0
);
void
*
r
=
__visc__tensor_convolution
(
t1
,
t2
,
1
,
1
,
1
,
1
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_21_node
(
void
*
t1
,
size_t
bytes_t1
,
void
*
t2
,
size_t
bytes_t2
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
2
,
t1
,
t2
,
0
);
void
*
r
=
__visc__tensor_add
(
t1
,
t2
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_22_node
(
void
*
t1
,
size_t
bytes_t1
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
1
,
t1
,
0
);
void
*
r
=
__visc__tensor_relu
(
t1
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_23_node
(
void
*
t1
,
size_t
bytes_t1
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
1
,
t1
,
0
);
void
*
r
=
__visc__tensor_pool_max
(
t1
,
2
,
2
,
0
,
0
,
2
,
2
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_24_node
(
void
*
t1
,
size_t
bytes_t1
,
void
*
t2
,
size_t
bytes_t2
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
2
,
t1
,
t2
,
0
);
void
*
r
=
__visc__tensor_convolution
(
t1
,
t2
,
1
,
1
,
1
,
1
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_25_node
(
void
*
t1
,
size_t
bytes_t1
,
void
*
t2
,
size_t
bytes_t2
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
2
,
t1
,
t2
,
0
);
void
*
r
=
__visc__tensor_add
(
t1
,
t2
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_26_node
(
void
*
t1
,
size_t
bytes_t1
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
1
,
t1
,
0
);
void
*
r
=
__visc__tensor_relu
(
t1
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_27_node
(
void
*
t1
,
size_t
bytes_t1
,
void
*
t2
,
size_t
bytes_t2
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
2
,
t1
,
t2
,
0
);
void
*
r
=
__visc__tensor_convolution
(
t1
,
t2
,
1
,
1
,
1
,
1
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_28_node
(
void
*
t1
,
size_t
bytes_t1
,
void
*
t2
,
size_t
bytes_t2
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
2
,
t1
,
t2
,
0
);
void
*
r
=
__visc__tensor_add
(
t1
,
t2
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_29_node
(
void
*
t1
,
size_t
bytes_t1
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
1
,
t1
,
0
);
void
*
r
=
__visc__tensor_relu
(
t1
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_30_node
(
void
*
t1
,
size_t
bytes_t1
,
void
*
t2
,
size_t
bytes_t2
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
2
,
t1
,
t2
,
0
);
void
*
r
=
__visc__tensor_convolution
(
t1
,
t2
,
1
,
1
,
1
,
1
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_31_node
(
void
*
t1
,
size_t
bytes_t1
,
void
*
t2
,
size_t
bytes_t2
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
2
,
t1
,
t2
,
0
);
void
*
r
=
__visc__tensor_add
(
t1
,
t2
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_32_node
(
void
*
t1
,
size_t
bytes_t1
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
1
,
t1
,
0
);
void
*
r
=
__visc__tensor_relu
(
t1
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_33_node
(
void
*
t1
,
size_t
bytes_t1
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
1
,
t1
,
0
);
void
*
r
=
__visc__tensor_pool_max
(
t1
,
2
,
2
,
0
,
0
,
2
,
2
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_34_node
(
void
*
t1
,
size_t
bytes_t1
,
void
*
t2
,
size_t
bytes_t2
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
2
,
t1
,
t2
,
0
);
void
*
r
=
__visc__tensor_convolution
(
t1
,
t2
,
1
,
1
,
1
,
1
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_35_node
(
void
*
t1
,
size_t
bytes_t1
,
void
*
t2
,
size_t
bytes_t2
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
2
,
t1
,
t2
,
0
);
void
*
r
=
__visc__tensor_add
(
t1
,
t2
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_36_node
(
void
*
t1
,
size_t
bytes_t1
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
1
,
t1
,
0
);
void
*
r
=
__visc__tensor_relu
(
t1
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_37_node
(
void
*
t1
,
size_t
bytes_t1
,
void
*
t2
,
size_t
bytes_t2
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
2
,
t1
,
t2
,
0
);
void
*
r
=
__visc__tensor_convolution
(
t1
,
t2
,
1
,
1
,
1
,
1
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_38_node
(
void
*
t1
,
size_t
bytes_t1
,
void
*
t2
,
size_t
bytes_t2
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
2
,
t1
,
t2
,
0
);
void
*
r
=
__visc__tensor_add
(
t1
,
t2
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_39_node
(
void
*
t1
,
size_t
bytes_t1
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
1
,
t1
,
0
);
void
*
r
=
__visc__tensor_relu
(
t1
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_40_node
(
void
*
t1
,
size_t
bytes_t1
,
void
*
t2
,
size_t
bytes_t2
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
2
,
t1
,
t2
,
0
);
void
*
r
=
__visc__tensor_convolution
(
t1
,
t2
,
1
,
1
,
1
,
1
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_41_node
(
void
*
t1
,
size_t
bytes_t1
,
void
*
t2
,
size_t
bytes_t2
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
2
,
t1
,
t2
,
0
);
void
*
r
=
__visc__tensor_add
(
t1
,
t2
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_42_node
(
void
*
t1
,
size_t
bytes_t1
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
1
,
t1
,
0
);
void
*
r
=
__visc__tensor_relu
(
t1
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_43_node
(
void
*
t1
,
size_t
bytes_t1
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
1
,
t1
,
0
);
void
*
r
=
__visc__tensor_pool_max
(
t1
,
2
,
2
,
0
,
0
,
2
,
2
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_44_node
(
void
*
t1
,
size_t
bytes_t1
,
void
*
t2
,
size_t
bytes_t2
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
2
,
t1
,
t2
,
0
);
void
*
r
=
__visc__tensor_mul
(
t1
,
t2
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_45_node
(
void
*
t1
,
size_t
bytes_t1
,
void
*
t2
,
size_t
bytes_t2
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
2
,
t1
,
t2
,
0
);
void
*
r
=
__visc__tensor_add
(
t1
,
t2
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_46_node
(
void
*
t1
,
size_t
bytes_t1
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
1
,
t1
,
0
);
void
*
r
=
__visc__tensor_relu
(
t1
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_47_node
(
void
*
t1
,
size_t
bytes_t1
,
void
*
t2
,
size_t
bytes_t2
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
2
,
t1
,
t2
,
0
);
void
*
r
=
__visc__tensor_mul
(
t1
,
t2
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_48_node
(
void
*
t1
,
size_t
bytes_t1
,
void
*
t2
,
size_t
bytes_t2
)
{
__visc__hint
(
visc
::
PROMISE_TARGET
);
__visc__attributes
(
2
,
t1
,
t2
,
0
);
void
*
r
=
__visc__tensor_add
(
t1
,
t2
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
var_49_node
(
void
*
t1
,
size_t
bytes_t1
)
{
__visc__hint
(
visc
::
CUDNN_TARGET
);
__visc__attributes
(
1
,
t1
,
0
);
void
*
r
=
__visc__tensor_softmax
(
t1
);
__visc__return
(
2
,
r
,
(
size_t
)
0
);
}
void
root
(
void
*
input
,
size_t
input_bytes
,
void
*
conv2d_1_w
,
size_t
conv2d_1_w_bytes
,
void
*
conv2d_1_b
,
size_t
conv2d_1_b_bytes
,
void
*
conv2d_2_w
,
size_t
conv2d_2_w_bytes
,
void
*
conv2d_2_b
,
size_t
conv2d_2_b_bytes
,
void
*
conv2d_3_w
,
size_t
conv2d_3_w_bytes
,
void
*
conv2d_3_b
,
size_t
conv2d_3_b_bytes
,
void
*
conv2d_4_w
,
size_t
conv2d_4_w_bytes
,
void
*
conv2d_4_b
,
size_t
conv2d_4_b_bytes
,
void
*
conv2d_5_w
,
size_t
conv2d_5_w_bytes
,
void
*
conv2d_5_b
,
size_t
conv2d_5_b_bytes
,
void
*
conv2d_6_w
,
size_t
conv2d_6_w_bytes
,
void
*
conv2d_6_b
,
size_t
conv2d_6_b_bytes
,
void
*
conv2d_7_w
,
size_t
conv2d_7_w_bytes
,
void
*
conv2d_7_b
,
size_t
conv2d_7_b_bytes
,
void
*
conv2d_8_w
,
size_t
conv2d_8_w_bytes
,
void
*
conv2d_8_b
,
size_t
conv2d_8_b_bytes
,
void
*
conv2d_9_w
,
size_t
conv2d_9_w_bytes
,
void
*
conv2d_9_b
,
size_t
conv2d_9_b_bytes
,
void
*
conv2d_10_w
,
size_t
conv2d_10_w_bytes
,
void
*
conv2d_10_b
,
size_t
conv2d_10_b_bytes
,
void
*
conv2d_11_w
,
size_t
conv2d_11_w_bytes
,
void
*
conv2d_11_b
,
size_t
conv2d_11_b_bytes
,
void
*
conv2d_12_w
,
size_t
conv2d_12_w_bytes
,
void
*
conv2d_12_b
,
size_t
conv2d_12_b_bytes
,
void
*
conv2d_13_w
,
size_t
conv2d_13_w_bytes
,
void
*
conv2d_13_b
,
size_t
conv2d_13_b_bytes
,
void
*
dense_1_w
,
size_t
dense_1_w_bytes
,
void
*
dense_1_b
,
size_t
dense_1_b_bytes
,
void
*
dense_2_w
,
size_t
dense_2_w_bytes
,
void
*
dense_2_b
,
size_t
dense_2_b_bytes
){
__visc__hint
(
visc
::
CPU_TARGET
);
__visc__attributes
(
31
,
input
,
conv2d_1_w
,
conv2d_1_b
,
conv2d_2_w
,
conv2d_2_b
,
conv2d_3_w
,
conv2d_3_b
,
conv2d_4_w
,
conv2d_4_b
,
conv2d_5_w
,
conv2d_5_b
,
conv2d_6_w
,
conv2d_6_b
,
conv2d_7_w
,
conv2d_7_b
,
conv2d_8_w
,
conv2d_8_b
,
conv2d_9_w
,
conv2d_9_b
,
conv2d_10_w
,
conv2d_10_b
,
conv2d_11_w
,
conv2d_11_b
,
conv2d_12_w
,
conv2d_12_b
,
conv2d_13_w
,
conv2d_13_b
,
dense_1_w
,
dense_1_b
,
dense_2_w
,
dense_2_b
,
0
);
void
*
var_0
=
__visc__createNodeND
(
0
,
var_0_node
);
__visc__bindIn
(
var_0
,
0
,
0
,
0
);
__visc__bindIn
(
var_0
,
1
,
1
,
0
);
__visc__bindIn
(
var_0
,
2
,
2
,
0
);
__visc__bindIn
(
var_0
,
3
,
3
,
0
);
void
*
var_1
=
__visc__createNodeND
(
0
,
var_1_node
);
__visc__edge
(
var_0
,
var_1
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_0
,
var_1
,
1
,
1
,
1
,
0
);
__visc__bindIn
(
var_1
,
4
,
2
,
0
);
__visc__bindIn
(
var_1
,
5
,
3
,
0
);
void
*
var_2
=
__visc__createNodeND
(
0
,
var_2_node
);
__visc__edge
(
var_1
,
var_2
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_1
,
var_2
,
1
,
1
,
1
,
0
);
void
*
var_3
=
__visc__createNodeND
(
0
,
var_3_node
);
__visc__edge
(
var_2
,
var_3
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_2
,
var_3
,
1
,
1
,
1
,
0
);
__visc__bindIn
(
var_3
,
6
,
2
,
0
);
__visc__bindIn
(
var_3
,
7
,
3
,
0
);
void
*
var_4
=
__visc__createNodeND
(
0
,
var_4_node
);
__visc__edge
(
var_3
,
var_4
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_3
,
var_4
,
1
,
1
,
1
,
0
);
__visc__bindIn
(
var_4
,
8
,
2
,
0
);
__visc__bindIn
(
var_4
,
9
,
3
,
0
);
void
*
var_5
=
__visc__createNodeND
(
0
,
var_5_node
);
__visc__edge
(
var_4
,
var_5
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_4
,
var_5
,
1
,
1
,
1
,
0
);
void
*
var_6
=
__visc__createNodeND
(
0
,
var_6_node
);
__visc__edge
(
var_5
,
var_6
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_5
,
var_6
,
1
,
1
,
1
,
0
);
void
*
var_7
=
__visc__createNodeND
(
0
,
var_7_node
);
__visc__edge
(
var_6
,
var_7
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_6
,
var_7
,
1
,
1
,
1
,
0
);
__visc__bindIn
(
var_7
,
10
,
2
,
0
);
__visc__bindIn
(
var_7
,
11
,
3
,
0
);
void
*
var_8
=
__visc__createNodeND
(
0
,
var_8_node
);
__visc__edge
(
var_7
,
var_8
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_7
,
var_8
,
1
,
1
,
1
,
0
);
__visc__bindIn
(
var_8
,
12
,
2
,
0
);
__visc__bindIn
(
var_8
,
13
,
3
,
0
);
void
*
var_9
=
__visc__createNodeND
(
0
,
var_9_node
);
__visc__edge
(
var_8
,
var_9
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_8
,
var_9
,
1
,
1
,
1
,
0
);
void
*
var_10
=
__visc__createNodeND
(
0
,
var_10_node
);
__visc__edge
(
var_9
,
var_10
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_9
,
var_10
,
1
,
1
,
1
,
0
);
__visc__bindIn
(
var_10
,
14
,
2
,
0
);
__visc__bindIn
(
var_10
,
15
,
3
,
0
);
void
*
var_11
=
__visc__createNodeND
(
0
,
var_11_node
);
__visc__edge
(
var_10
,
var_11
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_10
,
var_11
,
1
,
1
,
1
,
0
);
__visc__bindIn
(
var_11
,
16
,
2
,
0
);
__visc__bindIn
(
var_11
,
17
,
3
,
0
);
void
*
var_12
=
__visc__createNodeND
(
0
,
var_12_node
);
__visc__edge
(
var_11
,
var_12
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_11
,
var_12
,
1
,
1
,
1
,
0
);
void
*
var_13
=
__visc__createNodeND
(
0
,
var_13_node
);
__visc__edge
(
var_12
,
var_13
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_12
,
var_13
,
1
,
1
,
1
,
0
);
void
*
var_14
=
__visc__createNodeND
(
0
,
var_14_node
);
__visc__edge
(
var_13
,
var_14
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_13
,
var_14
,
1
,
1
,
1
,
0
);
__visc__bindIn
(
var_14
,
18
,
2
,
0
);
__visc__bindIn
(
var_14
,
19
,
3
,
0
);
void
*
var_15
=
__visc__createNodeND
(
0
,
var_15_node
);
__visc__edge
(
var_14
,
var_15
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_14
,
var_15
,
1
,
1
,
1
,
0
);
__visc__bindIn
(
var_15
,
20
,
2
,
0
);
__visc__bindIn
(
var_15
,
21
,
3
,
0
);
void
*
var_16
=
__visc__createNodeND
(
0
,
var_16_node
);
__visc__edge
(
var_15
,
var_16
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_15
,
var_16
,
1
,
1
,
1
,
0
);
void
*
var_17
=
__visc__createNodeND
(
0
,
var_17_node
);
__visc__edge
(
var_16
,
var_17
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_16
,
var_17
,
1
,
1
,
1
,
0
);
__visc__bindIn
(
var_17
,
22
,
2
,
0
);
__visc__bindIn
(
var_17
,
23
,
3
,
0
);
void
*
var_18
=
__visc__createNodeND
(
0
,
var_18_node
);
__visc__edge
(
var_17
,
var_18
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_17
,
var_18
,
1
,
1
,
1
,
0
);
__visc__bindIn
(
var_18
,
24
,
2
,
0
);
__visc__bindIn
(
var_18
,
25
,
3
,
0
);
void
*
var_19
=
__visc__createNodeND
(
0
,
var_19_node
);
__visc__edge
(
var_18
,
var_19
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_18
,
var_19
,
1
,
1
,
1
,
0
);
void
*
var_20
=
__visc__createNodeND
(
0
,
var_20_node
);
__visc__edge
(
var_19
,
var_20
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_19
,
var_20
,
1
,
1
,
1
,
0
);
__visc__bindIn
(
var_20
,
26
,
2
,
0
);
__visc__bindIn
(
var_20
,
27
,
3
,
0
);
void
*
var_21
=
__visc__createNodeND
(
0
,
var_21_node
);
__visc__edge
(
var_20
,
var_21
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_20
,
var_21
,
1
,
1
,
1
,
0
);
__visc__bindIn
(
var_21
,
28
,
2
,
0
);
__visc__bindIn
(
var_21
,
29
,
3
,
0
);
void
*
var_22
=
__visc__createNodeND
(
0
,
var_22_node
);
__visc__edge
(
var_21
,
var_22
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_21
,
var_22
,
1
,
1
,
1
,
0
);
void
*
var_23
=
__visc__createNodeND
(
0
,
var_23_node
);
__visc__edge
(
var_22
,
var_23
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_22
,
var_23
,
1
,
1
,
1
,
0
);
void
*
var_24
=
__visc__createNodeND
(
0
,
var_24_node
);
__visc__edge
(
var_23
,
var_24
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_23
,
var_24
,
1
,
1
,
1
,
0
);
__visc__bindIn
(
var_24
,
30
,
2
,
0
);
__visc__bindIn
(
var_24
,
31
,
3
,
0
);
void
*
var_25
=
__visc__createNodeND
(
0
,
var_25_node
);
__visc__edge
(
var_24
,
var_25
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_24
,
var_25
,
1
,
1
,
1
,
0
);
__visc__bindIn
(
var_25
,
32
,
2
,
0
);
__visc__bindIn
(
var_25
,
33
,
3
,
0
);
void
*
var_26
=
__visc__createNodeND
(
0
,
var_26_node
);
__visc__edge
(
var_25
,
var_26
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_25
,
var_26
,
1
,
1
,
1
,
0
);
void
*
var_27
=
__visc__createNodeND
(
0
,
var_27_node
);
__visc__edge
(
var_26
,
var_27
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_26
,
var_27
,
1
,
1
,
1
,
0
);
__visc__bindIn
(
var_27
,
34
,
2
,
0
);
__visc__bindIn
(
var_27
,
35
,
3
,
0
);
void
*
var_28
=
__visc__createNodeND
(
0
,
var_28_node
);
__visc__edge
(
var_27
,
var_28
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_27
,
var_28
,
1
,
1
,
1
,
0
);
__visc__bindIn
(
var_28
,
36
,
2
,
0
);
__visc__bindIn
(
var_28
,
37
,
3
,
0
);
void
*
var_29
=
__visc__createNodeND
(
0
,
var_29_node
);
__visc__edge
(
var_28
,
var_29
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_28
,
var_29
,
1
,
1
,
1
,
0
);
void
*
var_30
=
__visc__createNodeND
(
0
,
var_30_node
);
__visc__edge
(
var_29
,
var_30
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_29
,
var_30
,
1
,
1
,
1
,
0
);
__visc__bindIn
(
var_30
,
38
,
2
,
0
);
__visc__bindIn
(
var_30
,
39
,
3
,
0
);
void
*
var_31
=
__visc__createNodeND
(
0
,
var_31_node
);
__visc__edge
(
var_30
,
var_31
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_30
,
var_31
,
1
,
1
,
1
,
0
);
__visc__bindIn
(
var_31
,
40
,
2
,
0
);
__visc__bindIn
(
var_31
,
41
,
3
,
0
);
void
*
var_32
=
__visc__createNodeND
(
0
,
var_32_node
);
__visc__edge
(
var_31
,
var_32
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_31
,
var_32
,
1
,
1
,
1
,
0
);
void
*
var_33
=
__visc__createNodeND
(
0
,
var_33_node
);
__visc__edge
(
var_32
,
var_33
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_32
,
var_33
,
1
,
1
,
1
,
0
);
void
*
var_34
=
__visc__createNodeND
(
0
,
var_34_node
);
__visc__edge
(
var_33
,
var_34
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_33
,
var_34
,
1
,
1
,
1
,
0
);
__visc__bindIn
(
var_34
,
42
,
2
,
0
);
__visc__bindIn
(
var_34
,
43
,
3
,
0
);
void
*
var_35
=
__visc__createNodeND
(
0
,
var_35_node
);
__visc__edge
(
var_34
,
var_35
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_34
,
var_35
,
1
,
1
,
1
,
0
);
__visc__bindIn
(
var_35
,
44
,
2
,
0
);
__visc__bindIn
(
var_35
,
45
,
3
,
0
);
void
*
var_36
=
__visc__createNodeND
(
0
,
var_36_node
);
__visc__edge
(
var_35
,
var_36
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_35
,
var_36
,
1
,
1
,
1
,
0
);
void
*
var_37
=
__visc__createNodeND
(
0
,
var_37_node
);
__visc__edge
(
var_36
,
var_37
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_36
,
var_37
,
1
,
1
,
1
,
0
);
__visc__bindIn
(
var_37
,
46
,
2
,
0
);
__visc__bindIn
(
var_37
,
47
,
3
,
0
);
void
*
var_38
=
__visc__createNodeND
(
0
,
var_38_node
);
__visc__edge
(
var_37
,
var_38
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_37
,
var_38
,
1
,
1
,
1
,
0
);
__visc__bindIn
(
var_38
,
48
,
2
,
0
);
__visc__bindIn
(
var_38
,
49
,
3
,
0
);
void
*
var_39
=
__visc__createNodeND
(
0
,
var_39_node
);
__visc__edge
(
var_38
,
var_39
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_38
,
var_39
,
1
,
1
,
1
,
0
);
void
*
var_40
=
__visc__createNodeND
(
0
,
var_40_node
);
__visc__edge
(
var_39
,
var_40
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_39
,
var_40
,
1
,
1
,
1
,
0
);
__visc__bindIn
(
var_40
,
50
,
2
,
0
);
__visc__bindIn
(
var_40
,
51
,
3
,
0
);
void
*
var_41
=
__visc__createNodeND
(
0
,
var_41_node
);
__visc__edge
(
var_40
,
var_41
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_40
,
var_41
,
1
,
1
,
1
,
0
);
__visc__bindIn
(
var_41
,
52
,
2
,
0
);
__visc__bindIn
(
var_41
,
53
,
3
,
0
);
void
*
var_42
=
__visc__createNodeND
(
0
,
var_42_node
);
__visc__edge
(
var_41
,
var_42
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_41
,
var_42
,
1
,
1
,
1
,
0
);
void
*
var_43
=
__visc__createNodeND
(
0
,
var_43_node
);
__visc__edge
(
var_42
,
var_43
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_42
,
var_43
,
1
,
1
,
1
,
0
);
void
*
var_44
=
__visc__createNodeND
(
0
,
var_44_node
);
__visc__edge
(
var_43
,
var_44
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_43
,
var_44
,
1
,
1
,
1
,
0
);
__visc__bindIn
(
var_44
,
54
,
2
,
0
);
__visc__bindIn
(
var_44
,
55
,
3
,
0
);
void
*
var_45
=
__visc__createNodeND
(
0
,
var_45_node
);
__visc__edge
(
var_44
,
var_45
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_44
,
var_45
,
1
,
1
,
1
,
0
);
__visc__bindIn
(
var_45
,
56
,
2
,
0
);
__visc__bindIn
(
var_45
,
57
,
3
,
0
);
void
*
var_46
=
__visc__createNodeND
(
0
,
var_46_node
);
__visc__edge
(
var_45
,
var_46
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_45
,
var_46
,
1
,
1
,
1
,
0
);
void
*
var_47
=
__visc__createNodeND
(
0
,
var_47_node
);
__visc__edge
(
var_46
,
var_47
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_46
,
var_47
,
1
,
1
,
1
,
0
);
__visc__bindIn
(
var_47
,
58
,
2
,
0
);
__visc__bindIn
(
var_47
,
59
,
3
,
0
);
void
*
var_48
=
__visc__createNodeND
(
0
,
var_48_node
);
__visc__edge
(
var_47
,
var_48
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_47
,
var_48
,
1
,
1
,
1
,
0
);
__visc__bindIn
(
var_48
,
60
,
2
,
0
);
__visc__bindIn
(
var_48
,
61
,
3
,
0
);
void
*
var_49
=
__visc__createNodeND
(
0
,
var_49_node
);
__visc__edge
(
var_48
,
var_49
,
1
,
0
,
0
,
0
);
__visc__edge
(
var_48
,
var_49
,
1
,
1
,
1
,
0
);
__visc__bindOut
(
var_49
,
0
,
0
,
0
);
__visc__bindOut
(
var_49
,
1
,
1
,
0
);
}
struct
ret_t
{
void
*
tensor
;
size_t
bytes
;
};
typedef
struct
__attribute__
((
__packed__
))
{
void
*
input
;
size_t
input_bytes
;
void
*
conv2d_1_w
;
size_t
conv2d_1_w_bytes
;
void
*
conv2d_1_b
;
size_t
conv2d_1_b_bytes
;
void
*
conv2d_2_w
;
size_t
conv2d_2_w_bytes
;
void
*
conv2d_2_b
;
size_t
conv2d_2_b_bytes
;
void
*
conv2d_3_w
;
size_t
conv2d_3_w_bytes
;
void
*
conv2d_3_b
;
size_t
conv2d_3_b_bytes
;
void
*
conv2d_4_w
;
size_t
conv2d_4_w_bytes
;
void
*
conv2d_4_b
;
size_t
conv2d_4_b_bytes
;
void
*
conv2d_5_w
;
size_t
conv2d_5_w_bytes
;
void
*
conv2d_5_b
;
size_t
conv2d_5_b_bytes
;
void
*
conv2d_6_w
;
size_t
conv2d_6_w_bytes
;
void
*
conv2d_6_b
;
size_t
conv2d_6_b_bytes
;
void
*
conv2d_7_w
;
size_t
conv2d_7_w_bytes
;
void
*
conv2d_7_b
;
size_t
conv2d_7_b_bytes
;
void
*
conv2d_8_w
;
size_t
conv2d_8_w_bytes
;
void
*
conv2d_8_b
;
size_t
conv2d_8_b_bytes
;
void
*
conv2d_9_w
;
size_t
conv2d_9_w_bytes
;
void
*
conv2d_9_b
;
size_t
conv2d_9_b_bytes
;
void
*
conv2d_10_w
;
size_t
conv2d_10_w_bytes
;
void
*
conv2d_10_b
;
size_t
conv2d_10_b_bytes
;
void
*
conv2d_11_w
;
size_t
conv2d_11_w_bytes
;
void
*
conv2d_11_b
;
size_t
conv2d_11_b_bytes
;
void
*
conv2d_12_w
;
size_t
conv2d_12_w_bytes
;
void
*
conv2d_12_b
;
size_t
conv2d_12_b_bytes
;
void
*
conv2d_13_w
;
size_t
conv2d_13_w_bytes
;
void
*
conv2d_13_b
;
size_t
conv2d_13_b_bytes
;
void
*
dense_1_w
;
size_t
dense_1_w_bytes
;
void
*
dense_1_b
;
size_t
dense_1_b_bytes
;
void
*
dense_2_w
;
size_t
dense_2_w_bytes
;
void
*
dense_2_b
;
size_t
dense_2_b_bytes
;
struct
ret_t
r
;
}
RootIn
;
int
main
(){
std
::
string
dir_prefix
=
std
::
string
(
"../../../../../../projects/hpvm-tensor-rt/model_params/vgg16_cifar10_2/"
);
std
::
string
input_path
=
dir_prefix
+
std
::
string
(
"input.bin"
);
std
::
string
labels_path
=
dir_prefix
+
std
::
string
(
"labels32.bin"
);
std
::
string
conv2d_1_w_path
=
dir_prefix
+
std
::
string
(
"conv2d_1_w.bin"
);
void
*
conv2d_1_w
=
readTrainedWeights
(
conv2d_1_w_path
.
c_str
(),
0
,
64
,
3
,
3
,
3
);
std
::
string
conv2d_1_b_path
=
dir_prefix
+
std
::
string
(
"conv2d_1_b.bin"
);
void
*
conv2d_1_b
=
readTrainedWeights
(
conv2d_1_b_path
.
c_str
(),
0
,
1
,
64
,
1
,
1
);
std
::
string
conv2d_2_w_path
=
dir_prefix
+
std
::
string
(
"conv2d_2_w.bin"
);
void
*
conv2d_2_w
=
readTrainedWeights
(
conv2d_2_w_path
.
c_str
(),
0
,
64
,
64
,
3
,
3
);
std
::
string
conv2d_2_b_path
=
dir_prefix
+
std
::
string
(
"conv2d_2_b.bin"
);
void
*
conv2d_2_b
=
readTrainedWeights
(
conv2d_2_b_path
.
c_str
(),
0
,
1
,
64
,
1
,
1
);
std
::
string
conv2d_3_w_path
=
dir_prefix
+
std
::
string
(
"conv2d_3_w.bin"
);
void
*
conv2d_3_w
=
readTrainedWeights
(
conv2d_3_w_path
.
c_str
(),
0
,
128
,
64
,
3
,
3
);
std
::
string
conv2d_3_b_path
=
dir_prefix
+
std
::
string
(
"conv2d_3_b.bin"
);
void
*
conv2d_3_b
=
readTrainedWeights
(
conv2d_3_b_path
.
c_str
(),
0
,
1
,
128
,
1
,
1
);
std
::
string
conv2d_4_w_path
=
dir_prefix
+
std
::
string
(
"conv2d_4_w.bin"
);
void
*
conv2d_4_w
=
readTrainedWeights
(
conv2d_4_w_path
.
c_str
(),
0
,
128
,
128
,
3
,
3
);
std
::
string
conv2d_4_b_path
=
dir_prefix
+
std
::
string
(
"conv2d_4_b.bin"
);
void
*
conv2d_4_b
=
readTrainedWeights
(
conv2d_4_b_path
.
c_str
(),
0
,
1
,
128
,
1
,
1
);
std
::
string
conv2d_5_w_path
=
dir_prefix
+
std
::
string
(
"conv2d_5_w.bin"
);
void
*
conv2d_5_w
=
readTrainedWeights
(
conv2d_5_w_path
.
c_str
(),
0
,
256
,
128
,
3
,
3
);
std
::
string
conv2d_5_b_path
=
dir_prefix
+
std
::
string
(
"conv2d_5_b.bin"
);
void
*
conv2d_5_b
=
readTrainedWeights
(
conv2d_5_b_path
.
c_str
(),
0
,
1
,
256
,
1
,
1
);
std
::
string
conv2d_6_w_path
=
dir_prefix
+
std
::
string
(
"conv2d_6_w.bin"
);
void
*
conv2d_6_w
=
readTrainedWeights
(
conv2d_6_w_path
.
c_str
(),
0
,
256
,
256
,
3
,
3
);
std
::
string
conv2d_6_b_path
=
dir_prefix
+
std
::
string
(
"conv2d_6_b.bin"
);
void
*
conv2d_6_b
=
readTrainedWeights
(
conv2d_6_b_path
.
c_str
(),
0
,
1
,
256
,
1
,
1
);
std
::
string
conv2d_7_w_path
=
dir_prefix
+
std
::
string
(
"conv2d_7_w.bin"
);
void
*
conv2d_7_w
=
readTrainedWeights
(
conv2d_7_w_path
.
c_str
(),
0
,
256
,
256
,
3
,
3
);
std
::
string
conv2d_7_b_path
=
dir_prefix
+
std
::
string
(
"conv2d_7_b.bin"
);
void
*
conv2d_7_b
=
readTrainedWeights
(
conv2d_7_b_path
.
c_str
(),
0
,
1
,
256
,
1
,
1
);
std
::
string
conv2d_8_w_path
=
dir_prefix
+
std
::
string
(
"conv2d_8_w.bin"
);
void
*
conv2d_8_w
=
readTrainedWeights
(
conv2d_8_w_path
.
c_str
(),
0
,
512
,
256
,
3
,
3
);
std
::
string
conv2d_8_b_path
=
dir_prefix
+
std
::
string
(
"conv2d_8_b.bin"
);
void
*
conv2d_8_b
=
readTrainedWeights
(
conv2d_8_b_path
.
c_str
(),
0
,
1
,
512
,
1
,
1
);
std
::
string
conv2d_9_w_path
=
dir_prefix
+
std
::
string
(
"conv2d_9_w.bin"
);
void
*
conv2d_9_w
=
readTrainedWeights
(
conv2d_9_w_path
.
c_str
(),
0
,
512
,
512
,
3
,
3
);
std
::
string
conv2d_9_b_path
=
dir_prefix
+
std
::
string
(
"conv2d_9_b.bin"
);
void
*
conv2d_9_b
=
readTrainedWeights
(
conv2d_9_b_path
.
c_str
(),
0
,
1
,
512
,
1
,
1
);
std
::
string
conv2d_10_w_path
=
dir_prefix
+
std
::
string
(
"conv2d_10_w.bin"
);
void
*
conv2d_10_w
=
readTrainedWeights
(
conv2d_10_w_path
.
c_str
(),
0
,
512
,
512
,
3
,
3
);
std
::
string
conv2d_10_b_path
=
dir_prefix
+
std
::
string
(
"conv2d_10_b.bin"
);
void
*
conv2d_10_b
=
readTrainedWeights
(
conv2d_10_b_path
.
c_str
(),
0
,
1
,
512
,
1
,
1
);
std
::
string
conv2d_11_w_path
=
dir_prefix
+
std
::
string
(
"conv2d_11_w.bin"
);
void
*
conv2d_11_w
=
readTrainedWeights
(
conv2d_11_w_path
.
c_str
(),
0
,
512
,
512
,
3
,
3
);
std
::
string
conv2d_11_b_path
=
dir_prefix
+
std
::
string
(
"conv2d_11_b.bin"
);
void
*
conv2d_11_b
=
readTrainedWeights
(
conv2d_11_b_path
.
c_str
(),
0
,
1
,
512
,
1
,
1
);
std
::
string
conv2d_12_w_path
=
dir_prefix
+
std
::
string
(
"conv2d_12_w.bin"
);
void
*
conv2d_12_w
=
readTrainedWeights
(
conv2d_12_w_path
.
c_str
(),
0
,
512
,
512
,
3
,
3
);
std
::
string
conv2d_12_b_path
=
dir_prefix
+
std
::
string
(
"conv2d_12_b.bin"
);
void
*
conv2d_12_b
=
readTrainedWeights
(
conv2d_12_b_path
.
c_str
(),
0
,
1
,
512
,
1
,
1
);
std
::
string
conv2d_13_w_path
=
dir_prefix
+
std
::
string
(
"conv2d_13_w.bin"
);
void
*
conv2d_13_w
=
readTrainedWeights
(
conv2d_13_w_path
.
c_str
(),
0
,
512
,
512
,
3
,
3
);
std
::
string
conv2d_13_b_path
=
dir_prefix
+
std
::
string
(
"conv2d_13_b.bin"
);
void
*
conv2d_13_b
=
readTrainedWeights
(
conv2d_13_b_path
.
c_str
(),
0
,
1
,
512
,
1
,
1
);
std
::
string
dense_1_w_path
=
dir_prefix
+
std
::
string
(
"dense_1_w.bin"
);
void
*
dense_1_w
=
readTrainedWeights
(
dense_1_w_path
.
c_str
(),
0
,
1
,
1
,
512
,
512
);
std
::
string
dense_1_b_path
=
dir_prefix
+
std
::
string
(
"dense_1_b.bin"
);
void
*
dense_1_b
=
readTrainedWeights
(
dense_1_b_path
.
c_str
(),
0
,
1
,
512
,
1
,
1
);
std
::
string
dense_2_w_path
=
dir_prefix
+
std
::
string
(
"dense_2_w.bin"
);
void
*
dense_2_w
=
readTrainedWeights
(
dense_2_w_path
.
c_str
(),
0
,
1
,
1
,
512
,
10
);
std
::
string
dense_2_b_path
=
dir_prefix
+
std
::
string
(
"dense_2_b.bin"
);
void
*
dense_2_b
=
readTrainedWeights
(
dense_2_b_path
.
c_str
(),
0
,
1
,
10
,
1
,
1
);
//void* input = readTrainedWeights(input_path.c_str(), 0,2000,3,32,32);
//uint32_t* labels = readLabels3(labels_path.c_str(),2000);
__visc__init
();
RootIn
*
args
=
static_cast
<
RootIn
*>
(
malloc
(
sizeof
(
RootIn
)));
//args->input = input;
//args->input_bytes = 0;
args
->
conv2d_1_w
=
conv2d_1_w
;
args
->
conv2d_1_w_bytes
=
0
;
args
->
conv2d_1_b
=
conv2d_1_b
;
args
->
conv2d_1_b_bytes
=
0
;
args
->
conv2d_2_w
=
conv2d_2_w
;
args
->
conv2d_2_w_bytes
=
0
;
args
->
conv2d_2_b
=
conv2d_2_b
;
args
->
conv2d_2_b_bytes
=
0
;
args
->
conv2d_3_w
=
conv2d_3_w
;
args
->
conv2d_3_w_bytes
=
0
;
args
->
conv2d_3_b
=
conv2d_3_b
;
args
->
conv2d_3_b_bytes
=
0
;
args
->
conv2d_4_w
=
conv2d_4_w
;
args
->
conv2d_4_w_bytes
=
0
;
args
->
conv2d_4_b
=
conv2d_4_b
;
args
->
conv2d_4_b_bytes
=
0
;
args
->
conv2d_5_w
=
conv2d_5_w
;
args
->
conv2d_5_w_bytes
=
0
;
args
->
conv2d_5_b
=
conv2d_5_b
;
args
->
conv2d_5_b_bytes
=
0
;
args
->
conv2d_6_w
=
conv2d_6_w
;
args
->
conv2d_6_w_bytes
=
0
;
args
->
conv2d_6_b
=
conv2d_6_b
;
args
->
conv2d_6_b_bytes
=
0
;
args
->
conv2d_7_w
=
conv2d_7_w
;
args
->
conv2d_7_w_bytes
=
0
;
args
->
conv2d_7_b
=
conv2d_7_b
;
args
->
conv2d_7_b_bytes
=
0
;
args
->
conv2d_8_w
=
conv2d_8_w
;
args
->
conv2d_8_w_bytes
=
0
;
args
->
conv2d_8_b
=
conv2d_8_b
;
args
->
conv2d_8_b_bytes
=
0
;
args
->
conv2d_9_w
=
conv2d_9_w
;
args
->
conv2d_9_w_bytes
=
0
;
args
->
conv2d_9_b
=
conv2d_9_b
;
args
->
conv2d_9_b_bytes
=
0
;
args
->
conv2d_10_w
=
conv2d_10_w
;
args
->
conv2d_10_w_bytes
=
0
;
args
->
conv2d_10_b
=
conv2d_10_b
;
args
->
conv2d_10_b_bytes
=
0
;
args
->
conv2d_11_w
=
conv2d_11_w
;
args
->
conv2d_11_w_bytes
=
0
;
args
->
conv2d_11_b
=
conv2d_11_b
;
args
->
conv2d_11_b_bytes
=
0
;
args
->
conv2d_12_w
=
conv2d_12_w
;
args
->
conv2d_12_w_bytes
=
0
;
args
->
conv2d_12_b
=
conv2d_12_b
;
args
->
conv2d_12_b_bytes
=
0
;
args
->
conv2d_13_w
=
conv2d_13_w
;
args
->
conv2d_13_w_bytes
=
0
;
args
->
conv2d_13_b
=
conv2d_13_b
;
args
->
conv2d_13_b_bytes
=
0
;
args
->
dense_1_w
=
dense_1_w
;
args
->
dense_1_w_bytes
=
0
;
args
->
dense_1_b
=
dense_1_b
;
args
->
dense_1_b_bytes
=
0
;
args
->
dense_2_w
=
dense_2_w
;
args
->
dense_2_w_bytes
=
0
;
args
->
dense_2_b
=
dense_2_b
;
args
->
dense_2_b_bytes
=
0
;
int
batch_size
=
500
;
int
test_input_size
=
10000
;
int
batch_count
=
test_input_size
/
batch_size
;
// void* input = create4DTensor(0,nchw,batch_size,3,32,32);
startMemTracking
();
startProfiling
();
for
(
int
i
=
0
;
i
<
batch_count
;
i
++
){
int
start
=
i
*
batch_size
;
int
end
=
(
i
+
1
)
*
batch_size
;
// copyInputBatch(input_path.c_str(),start,end,3,32,32, input);
void
*
input
=
readInputBatch
(
input_path
.
c_str
(),
0
,
start
,
end
,
3
,
32
,
32
);
args
->
input
=
input
;
args
->
input_bytes
=
0
;
void
*
dfg
=
__visc__launch
(
0
,
root
,
(
void
*
)
args
);
__visc__wait
(
dfg
);
void
*
result
=
static_cast
<
RootIn
*>
(
args
)
->
input
;
hpvm_request_tensor
(
result
,
0
);
llvm_hpvm_invokeRtControl
(
result
,
labels_path
.
c_str
(),
start
,
end
);
freeBatchMemory
();
}
stopProfiling
();
__visc__cleanup
();
return
0
;
}
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