when I change the work group size from 16 to 32 or something bigger I get an CL_INVALID_WORK_GROUP_SIZE error. matrix_size is 64.
localWorkSize[0] = groupsize;
localWorkSize[1] = localWorkSize[0];
globalWorkSize[0] = matrix_size;
globalWorkSize[1] = globalWorkSize[0];
First I checked the documentation for clEnqueueNDRangeKernel which states four (five) different causes CL_INVALID_WORK_GROUP_SIZE, but I think non of them apply. Please check my conclusions. (I hope you don't mind my QA style)
Q CL_INVALID_WORK_GROUP_SIZE if local_work_size is specified and number of work-items specified by global_work_size is not evenly divisable by size of work-group given by local_work_size
A 64 % 32 = 0
Q or does not match the work-group size specified for kernel using the __attribute__((reqd_work_group_size(X, Y, Z))) qualifier in program source.
A As I understood the help, I did not use __attribute__.
Q CL_INVALID_WORK_GROUP_SIZE if local_work_size is specified and the total number of work-items in the work-group computed as local_work_size[0] *... local_work_size[work_dim - 1] is greater than the value specified by CL_DEVICE_MAX_WORK_GROUP_SIZE in the table of OpenCL Device Queries for clGetDeviceInfo.
A I queried clGetDeviceInfo and CL_DEVICE_MAX_WORK_GROUP_SIZE is 512, 512, 64
Q CL_INVALID_WORK_GROUP_SIZE if local_work_size is NULL and the __attribute__((reqd_work_group_size(X, Y, Z))) qualifier is used to declare the work-group size for kernel in the program source.
A local_work_size is not NULL.
Q CL_INVALID_WORK_ITEM_SIZE if the number of work-items specified in any of local_work_size[0], ... local_work_size[work_dim - 1] is greater than the corresponding values specified by CL_DEVICE_MAX_WORK_ITEM_SIZES[0], .... CL_DEVICE_MAX_WORK_ITEM_SIZES[work_dim - 1].
A 32 < 512
I hope, I haven't overlooked something. Please tell me, when you have an idea what could cause the CL_INVALID_WORK_GROUP_SIZE or found a error in my conclusions.
Thanks for taking the time to read all this :)
Answer
CL_DEVICE_MAX_WORK_GROUP_SIZE should return a single size_t value (for example 512, but I don't know what it'd be on your system). This is the maximum number of work-items in a work-group, not the maximum in each dimension. So in your case you are trying to make a 2D work-group with 32*32 = 1024 work-items, and presumably CL_DEVICE_MAX_WORK_GROUP_SIZE is less than 1024 on your system.
See the OpenCL 1.1 spec, table 4.3, page 37, the definition of CL_DEVICE_MAX_WORK_GROUP_SIZE:
Maximum number of work-items in a work-group executing a kernel using the data parallel execution model.