invalid work group size error, dpc++ code running on Intel Arria 10 oneAPI on devcloud
Hello,
I am using devcloud to run my dpc++ code on FPGA hardware for accelration. I am using a node that runs Arria 10 OneAPI. I was able to run the fpga_emu file and the results were as expected. When I use FPGA hardware it gives this error:
Caught a SYCL host exception:
Non-uniform work-groups are not supported by the target device -54 (CL_INVALID_WORK_GROUP_SIZE)
terminate called after throwing an instance of 'cl::sycl::nd_range_error'
what(): Non-uniform work-groups are not supported by the target device -54 (CL_INVALID_WORK_GROUP_SIZE)
Aborted
I don't see any problem with the sizes of the work groups.
range<1> num_items{dataset.size()}; res.resize(dataset.size()); buffer dataset_buf(linear_dataset); buffer curr_test_buf(curr_test); buffer res_buf(res.data(), num_items); std::cout<<"submit a job"<<std::endl; //auto start = std::chrono::high_resolution_clock::now(); { q.submit([&](handler& h) { accessor a(dataset_buf, h, read_only); accessor b(curr_test_buf, h, read_only); accessor dif(res_buf, h, read_write, no_init); h.parallel_for_work_group(range<1>(32), range<1>(500), [=](group<1> g) { g.parallel_for_work_item([&](h_item<1> item) { int i = item.get_global_id(0); for (int j = 0; j < 5; ++j) { dif[i] += (b[j] - a[i * 5 + j]) * (b[j] - a[i * 5 + j]); } // out << "i : " << i << " i[0]: " << i[0] << " b: " << b[0] << cl::sycl::endl; }); }); }).wait(); }
I previously used normal parallel_for like this, and it gave me huge time on FPGA hardware to run, which accelerated nothing actually, that's why I though of work groups:
range<1> num_items{dataset.size()}; std::vector<double>res; res.resize(dataset.size()); buffer dataset_buf(linear_dataset); buffer curr_test_buf(curr_test); buffer res_buf(res.data(), num_items); std::cout<<"submit a job"<<std::endl; //auto start = std::chrono::high_resolution_clock::now(); { q.submit([&](handler& h) { accessor a(dataset_buf, h, read_only); accessor b(curr_test_buf, h, read_only); accessor dif(res_buf, h, read_write, no_init); h.parallel_for(num_items, [=](auto i) { // dif[i] = a[i].size() * 1.0;// a[i]; for (int j = 0; j < 5; ++j) { dif[i] += (b[j] - a[i * 5 + j]) * (b[j] - a[i * 5 + j]); } // out << "i : " << i << " i[0]: " << i[0] << " b: " << b[0] << cl::sycl::endl; }); }).wait(); }
Thanks a lot!