// Describes how to run a naive version of the routine (for correctness/performance comparison).
// Note that a proper clBLAS or CPU BLAS comparison is not available for non-BLAS routines.
static StatusCode RunReference1(const Arguments<T> &args, Buffers<T> &buffers, Queue &queue) {
auto buffers_host = BuffersHost<T>();
DeviceToHost(args, buffers, buffers_host, queue, BuffersIn());
const auto status = RunReference(args, buffers_host);
HostToDevice(args, buffers, buffers_host, queue, BuffersOut());
return status;
}
StatusCode RunReference<half>(const Arguments<half> &args, BuffersHost<half> &buffers_host) {
auto a_buffer2 = HalfToFloatBuffer(buffers_host.a_mat);
auto b_buffer2 = HalfToFloatBuffer(buffers_host.b_mat);
auto dummy = std::vector<float>(0);
auto buffers2 = BuffersHost<float>{dummy, dummy, a_buffer2, b_buffer2, dummy, dummy, dummy};
auto args2 = Arguments<float>();
args2.a_size = args.a_size; args2.b_size = args.b_size;
args2.a_ld = args.a_ld; args2.b_ld = args.b_ld; args2.m = args.m; args2.n = args.n;
args2.a_offset = args.a_offset; args2.b_offset = args.b_offset;
args2.layout = args.layout; args2.a_transpose = args.a_transpose;
args2.alpha = HalfToFloat(args.alpha);
auto status = RunReference(args2, buffers2);
FloatToHalfBuffer(buffers_host.b_mat, b_buffer2);
return status;
}
StatusCode RunReference<half>(const Arguments<half> &args, BuffersHost<half> &buffers_host) {
auto a_buffer2 = HalfToFloatBuffer(buffers_host.a_mat);
auto b_buffer2 = HalfToFloatBuffer(buffers_host.b_mat);
auto dummy = std::vector<float>(0);
auto buffers2 = BuffersHost<float>{dummy, dummy, a_buffer2, b_buffer2, dummy, dummy, dummy};
auto args2 = Arguments<float>();
args2.a_size = args.a_size; args2.b_size = args.b_size;
args2.kernel_mode = args.kernel_mode;
args2.channels = args.channels; args2.height = args.height; args2.width = args.width;
args2.kernel_h = args.kernel_h; args2.kernel_w = args.kernel_w;
args2.pad_h = args.pad_h; args2.pad_w = args.pad_w;
args2.stride_h = args.stride_h; args2.stride_w = args.stride_w;
args2.dilation_h = args.dilation_h; args2.dilation_w = args.dilation_w;
args2.a_offset = args.a_offset; args2.b_offset = args.b_offset;
auto status = RunReference(args2, buffers2);
FloatToHalfBuffer(buffers_host.a_mat, buffers2.a_mat);
return status;
}
static StatusCode RunReference2(const Arguments<T> &args, BuffersHost<T> &buffers_host, Queue&) {
return RunReference(args, buffers_host);
}
