()
| 69 | |
| 70 | |
| 71 | def test_vectorize_simple(): |
| 72 | N = as_apply(15) |
| 73 | |
| 74 | p0 = hp_uniform("p0", 0, 1) |
| 75 | loss = p0 ** 2 |
| 76 | print(loss) |
| 77 | expr_idxs = scope.range(N) |
| 78 | vh = VectorizeHelper(loss, expr_idxs, build=True) |
| 79 | vloss = vh.v_expr |
| 80 | |
| 81 | full_output = as_apply([vloss, vh.idxs_by_label(), vh.vals_by_label()]) |
| 82 | fo2 = replace_repeat_stochastic(full_output) |
| 83 | |
| 84 | new_vc = recursive_set_rng_kwarg(fo2, as_apply(np.random.default_rng(1))) |
| 85 | |
| 86 | # print new_vc |
| 87 | losses, idxs, vals = rec_eval(new_vc) |
| 88 | print("losses", losses) |
| 89 | print("idxs p0", idxs["p0"]) |
| 90 | print("vals p0", vals["p0"]) |
| 91 | p0dct = dict(list(zip(idxs["p0"], vals["p0"]))) |
| 92 | for ii, li in enumerate(losses): |
| 93 | assert p0dct[ii] ** 2 == li |
| 94 | |
| 95 | |
| 96 | def test_vectorize_multipath(): |
nothing calls this directly
no test coverage detected