I am struggling with the following Python code:
import pyopencl as cl
ctx = cl.Context(dev_type=cl.device_type.GPU)
It gives the following exception:
RuntimeError: clcreatecontextfromtype failed: DEVICE_NOT_FOUND
My OS is Linux Mint Debian Edition 2, running on a laptop with i7-5600U. It also has a graphic card, but I do not use it. I am using Python 3.4.2.
I have installed the Debian package amd-opencl-icd (I first tried beignet, but then the command clinfo failed).
I have installed pyopencl using pip and opencl using this tutorial. Note that I did not do the fourth step (creating the symbolic link to intel64.icd), since I did not have this file. The test at the end of the tutorial succeed.
Do you have any hint about what is happening? I am surprised that the C++ test of opencl (in the tutorial) and the installation of pyopencl both succeed, but this simple command of pyopencl fails.
EDIT After installing the Intel driver, I now have a different issue.
The command clinfo gives the following:
terminate called after throwing an instance of 'unsigned long'
And the above Python code gives:
LogicError: clcreatecontextfromtype failed: INVALID_PLATFORM
You've installed the intel opencl SDK, which gives you the compiler and maybe the CPU runtime. You're trying to create a context consisting of GPU devices, which means that you need the runtime for intel HD graphics. Grab the 64-bit driver from the link below.
https://software.intel.com/en-us/articles/opencl-drivers#latest_linux_driver
The CPU runtime is also available from that link. You need to follow the same procedure as before for the opencl HD graphics driver (converting .rpm to .deb). The CPU driver has a script you can execute.
The INVALID_PLATFORM error you got after installing the runtime appears to be because it expects the platform to be passed as a property, when creating from device type. It expects the properties as a list of key-tuple pairs. This is shown in the snippet below for the first available platform. The keyword is one of the values in context_properties, and the value is the platform object itself.
import pyopencl as cl
platforms = cl.get_platforms()
ctx = cl.Context(dev_type=cl.device_type.GPU, properties=[(cl.context_properties.PLATFORM, platforms[0])])
print(ctx.devices)
On my platform this prints
[<pyopencl.Device 'Intel(R) HD Graphics 4600' on 'Intel(R) OpenCL' at 0x1c04b217140>]
as my first platform is intel.