"""Quick test: Float32 to Int32 conversion in CuTeDSL."""
import torch
import cutlass
import cutlass.cute as cute
import cutlass.torch as cutlass_torch


@cute.kernel
def test_int32_cast_kernel(
    input_f32: cute.Tensor,
    output_i32: cute.Tensor,
):
    tidx, _, _ = cute.arch.thread_idx()
    if tidx == cutlass.Int32(0):
        f = cute.arch.load(input_f32.iterator, cutlass.Float32)
        i = f.to(cutlass.Int32)  # float-to-int conversion
        cute.arch.store(output_i32.iterator, i)


if __name__ == "__main__":
    x = torch.tensor([3.7], dtype=torch.float32, device='cuda')
    out = torch.zeros(1, dtype=torch.int32, device='cuda')
    xc = cutlass_torch.from_dlpack(x).mark_layout_dynamic(leading_dim=0)
    oc = cutlass_torch.from_dlpack(out).mark_layout_dynamic(leading_dim=0)
    import cuda.bindings.driver as cuda
    stream = cuda.CUstream(torch.cuda.current_stream().cuda_stream)
    print("Compiling...")
    compiled = cute.compile(test_int32_cast_kernel, xc, oc)
    print("Running...")
    compiled(xc, oc)
    print(f'Result: {out.item()} (3=trunc, 4=RNE)')
