GPU use for caffe not CPU

[JinhoKim]

Hi all, 

I`m struggling to do caffe compile

when I compile caffe, those error are shown up

please give me the answer.

ps, I did uncommnet CPU_ONLY = 1 in Makefile.config and changed solver_mode = GPU

This is the error when I commend,

root@jinhokim:~/caffe# ./examples/mnist/train_lenet.sh 

I0328 11:25:30.682950 21848 caffe.cpp:218] Using GPUs 0

F0328 11:25:30.683099 21848 common.cpp:66] Cannot use GPU in CPU-only Caffe: check mode.

*** Check failure stack trace: ***

    @     0x7fb7e2a255cd  google::LogMessage::Fail()

    @     0x7fb7e2a27433  google::LogMessage::SendToLog()

    @     0x7fb7e2a2515b  google::LogMessage::Flush()

    @     0x7fb7e2a27e1e  google::LogMessageFatal::~LogMessageFatal()

    @     0x7fb7e2da1270  caffe::Caffe::SetDevice()

    @           0x40a81b  train()

    @           0x406de0  main

    @     0x7fb7e198f830  __libc_start_main

    @           0x407609  _start

    @              (nil)  (unknown)

Aborted (core dumped)

This is Makefile.config.example

## Refer to http://caffe.berkeleyvision.org/installation.html

# Contributions simplifying and improving our build system are welcome!

# cuDNN acceleration switch (uncomment to build with cuDNN).

# USE_CUDNN := 1

# CPU-only switch (uncomment to build without GPU support).

CPU_ONLY := 1

# uncomment to disable IO dependencies and corresponding data layers

# USE_OPENCV := 0

# USE_LEVELDB := 0

# USE_LMDB := 0

This is Makefile.config

## Refer to http://caffe.berkeleyvision.org/installation.html

# Contributions simplifying and improving our build system are welcome!

# cuDNN acceleration switch (uncomment to build with cuDNN).

# USE_CUDNN := 1

# CPU-only switch (uncomment to build without GPU support).

CPU_ONLY := 1

# uncomment to disable IO dependencies and corresponding data layers

# USE_OPENCV := 0

# USE_LEVELDB := 0

# USE_LMDB := 0

# uncomment to allow MDB_NOLOCK when reading LMDB files (only if necessary)

#       You should not set this flag if you will be reading LMDBs with any

#       possibility of simultaneous read and write

# ALLOW_LMDB_NOLOCK := 1

This is lenet_solver.prototxt

# The learning rate policy

lr_policy: "inv"

gamma: 0.0001

power: 0.75

# Display every 100 iterations

display: 100

# The maximum number of iterations

max_iter: 10000

# snapshot intermediate results

snapshot: 5000

snapshot_prefix: "examples/mnist/lenet"

# solver mode: CPU or GPU

solver_mode: GPU

                                                             25,1          Bot

Please help me TT

[Mert]

Hi,

i guess you have to disable CPU_ONLY mode, by commenting the line "CPU_ONLY=1".

hope it helps.

28 Mart 2017 Salı 05:32:17 UTC+3 tarihinde JinhoKim yazdı:

[Porschen Hund]

'

F0328 11:25:30.683099 21848 common.cpp:66] Cannot use GPU in CPU-only Caffe: check mode.

'

Maybe you should use CPU as yor solver mode ?

[JinhoKim]

I did it already....

But the result was same TT still now...!

I don`t really know how to solve this problem!!

When I change all of mode to CPU, it works very well but soooo slowly. cuz it works based on CPU!!

I have GTX 1060 for this caffe. 

Do you have another solution for it???

what should I check more?

2017년 3월 29일 수요일 오후 4시 26분 23초 UTC+9, Mert 님의 말:

[Przemek D]

Run
make clean
comment back this
CPU_ONLY := 1
and compile everything again. Then change your solver mode back to GPU.

CPU_ONLY means you don't want any GPU support in your executable. Calling a GPU solver in a non-GPU compilation obviously results in an error.

[JinhoKim]

Thx Prezemek!!

but could you explain it more exactly?? TT

what is "compile everything" mean??

And if I uncomment "CPU_ONLY := 1", I can`t run "make runtest", "make all", "make" cuz of error. 

But still have same error when I run "./example/mnist/train_lenet.sh"

Do you understand what I`m saying?? TT I`m pretty bad at English so I`m worried whether you understand if or not.

Hope you help me. Thanks again

2017년 3월 29일 수요일 오후 8시 20분 30초 UTC+9, Przemek D 님의 말:

[Przemek D]

By "compile everything" I meant everything you need to run caffe. make all, probably make runtest too, make pycaffe if you use Python interface etc.
I told you to comment CPU_ONLY := 1, not uncomment it. What happens if you do that? Read your error logs, post them here if you don't understand.

[JinhoKim]

Thank you,

I solved it by recompiling all of it as like you told me. 

2017년 3월 29일 수요일 오후 9시 20분 31초 UTC+9, Przemek D 님의 말: