Function test_linear

tests/python/relax/test_tvmscript_parser_op_linear_algebra.py:55–75

()

def test_linear():
    @R.function
    def foo(
        x: R.Tensor((2, 3, 4, 5), "float32"),
        w: R.Tensor((3, 5), "float32"),
        bias: R.Tensor((3,), "float32"),
    ):
        gv = R.linear(x, w, bias)
        return gv

    x = relax.Var("x", R.Tensor((2, 3, 4, 5), "float32"))
    w = relax.Var("y", R.Tensor((3, 5), "float32"))
    bias = relax.Var("bias", R.Tensor((3,), "float32"))
    bb = relax.BlockBuilder()
    with bb.function("foo", [x, w, bias]):
        w_T = bb.emit(relax.op.permute_dims(w, axes=None))
        matmul = bb.emit(relax.op.matmul(x, w_T))
        out = matmul + bias
        bb.emit_func_output(out)

    _check(foo, bb.get()["foo"])


def test_einsum():