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tfhello
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Oleg Dzhimiev
tfhello
Commits
b83873cd
Commit
b83873cd
authored
Apr 01, 2020
by
Oleg Dzhimiev
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minor updates
parent
479ca3da
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tfhello.java
src/main/java/tfhello.java
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src/main/java/tfhello.java
View file @
b83873cd
...
...
@@ -80,6 +80,62 @@ public class tfhello{
return
ptr
;
}
public
static
int
CallableOptionsToByteArray1
(){
String
gpuDeviceName
=
"/job:localhost/replica:0/task:0/device:GPU:0"
;
CallableOptions
callableOpts
=
CallableOptions
.
newBuilder
()
.
addFetch
(
"output1:0"
)
.
addFeed
(
"input1:0"
)
.
putFeedDevices
(
"input1:0"
,
gpuDeviceName
)
.
build
();
System
.
out
.
println
(
callableOpts
);
byte
[]
boits
=
callableOpts
.
toByteArray
();
System
.
out
.
print
(
"{"
);
for
(
int
i
=
0
;
i
<
boits
.
length
;
++
i
)
{
if
(
i
==(
boits
.
length
-
1
))
{
System
.
out
.
print
(
String
.
format
(
"0x%02x"
,
boits
[
i
]));
}
else
{
System
.
out
.
print
(
String
.
format
(
"0x%02x, "
,
boits
[
i
]));
}
}
System
.
out
.
println
(
"}"
);
return
0
;
}
public
static
int
CallableOptionsToByteArray2
(){
String
gpuDeviceName
=
"/job:localhost/replica:0/task:0/device:GPU:0"
;
CallableOptions
callableOpts
=
CallableOptions
.
newBuilder
()
.
addFetch
(
"output1:0"
)
.
addFeed
(
"input1:0"
)
.
setFetchSkipSync
(
true
)
.
putFetchDevices
(
"output1:0"
,
gpuDeviceName
)
.
build
();
//.fetch_skip_sync = false;
System
.
out
.
println
(
callableOpts
);
byte
[]
boits
=
callableOpts
.
toByteArray
();
System
.
out
.
print
(
"{"
);
for
(
int
i
=
0
;
i
<
boits
.
length
;
++
i
)
{
if
(
i
==(
boits
.
length
-
1
))
{
System
.
out
.
print
(
String
.
format
(
"0x%02x"
,
boits
[
i
]));
}
else
{
System
.
out
.
print
(
String
.
format
(
"0x%02x, "
,
boits
[
i
]));
}
}
System
.
out
.
println
(
"}"
);
return
0
;
}
public
static
void
main
(
String
[]
args
)
throws
Exception
{
// CUDA test start
...
...
@@ -154,7 +210,7 @@ public class tfhello{
System
.
out
.
println
(
"Test 3 start\n - Print TF version"
);
System
.
out
.
println
(
TensorFlow
.
version
());
System
.
out
.
println
(
"Test 3 end\n"
);
//System.out.println("Test 4 start\n - Test simple custom JNI function added to TF");
//System.out.println(TensorFlow.elphelVersion());
//System.out.println("Test 4 end\n");
...
...
@@ -178,10 +234,22 @@ public class tfhello{
//.setAttr("dtype",DataType.UINT8)
//.setAttr("dtype",DataType.INT64)
.
build
();
Operation
k
=
g
.
opBuilder
(
"Const"
,
"array_const"
)
.
setAttr
(
"dtype"
,
DataType
.
FLOAT
)
.
setAttr
(
"value"
,
Tensor
.<
Float
>
create
((
float
)
2.0
,
Float
.
class
))
.
build
();
/*
Operation z = g.opBuilder("Identity", "array_tensor_out")
.addInput(x.output(0))
.build();
*/
Operation
z
=
g
.
opBuilder
(
"Mul"
,
"array_tensor_out"
)
.
addInput
(
x
.
output
(
0
))
.
addInput
(
k
.
output
(
0
))
.
build
();
// unit8
//Tensor t = Tensor.create(px_in_uint8);
...
...
@@ -217,16 +285,17 @@ public class tfhello{
System
.
out
.
println
(
"Output from the first run: "
);
System
.
out
.
println
(
Arrays
.
toString
(
obuf
));
// natively got GPU device name to insert into options
// it's the same all the time
String
gpuDeviceName
=
s
.
GPUDeviceName
();
// GPU allocation: dims must be power of 2?
Tensor
t3
=
Tensor
.
createGPU
(
new
long
[]{
256
},
DataType
.
FLOAT
);
t3
.
isGPUTensor
();
t3
.
setValueGPU
(
px_in_float
);
//System.out.println(t2.nativeRef);
// Let's check what happen
d
ed
// Let's check what happened
long
t3_gpuptr
=
t3
.
GPUPointer
();
// Print address
//System.out.println("Pointer address: "+String.format("0x%08x", t3_gpuptr));
...
...
@@ -272,8 +341,11 @@ public class tfhello{
.
addFeed
(
"array_tensor_in:0"
)
.
putFeedDevices
(
"array_tensor_in:0"
,
gpuDeviceName
)
.
build
();
System
.
out
.
println
(
callableOpts
);
//CallableOptionsToByteArray1();
//CallableOptionsToByteArray2();
// callable handle
long
feed_gpu_fetch_cpu
=
s
.
makeCallable
(
callableOpts
.
toByteArray
());
...
...
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