"""Minimal nvvm.inline_ptx test - no debug env vars.""" import torch import cutlass.cute as cute import cutlass.torch as cutlass_torch from cutlass.cutlass_dsl import dsl_user_op, T from cutlass._mlir.dialects import nvvm from cutlass.cute.typing import Float32, Int32 @dsl_user_op def f32_to_i32_rni(x: Float32, *, loc=None, ip=None) -> Int32: result = nvvm.inline_ptx( write_only_args=[T.i32()], read_only_args=[Float32(x).ir_value(loc=loc, ip=ip)], ptx_code="cvt.rni.s32.f32 $0, $1;", loc=loc, ip=ip, ) return Int32(result) @cute.kernel def test_k(inp: cute.Tensor, out: cute.Tensor): tidx, _, _ = cute.arch.thread_idx() if tidx == Int32(0): x = cute.arch.load(inp.iterator, Float32) r = f32_to_i32_rni(x) cute.arch.store(out.iterator, r) if __name__ == "__main__": x = torch.tensor([3.7], dtype=torch.float32, device='cuda') o = 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(o).mark_layout_dynamic(leading_dim=0) print("Compiling...") compiled = cute.compile(test_k, xc, oc) print("Running...") compiled(xc, oc) print(f"Result: {o.item()} (expected 4)")