SimonBlanke /
Hyperactive
| @@ 68-88 (lines=21) @@ | ||
| 65 | assert int(len(results) / n_jobs) != len(no_dup) |
|
| 66 | ||
| 67 | ||
| 68 | def test_random_state_n_jobs_2(): |
|
| 69 | n_jobs = 4 |
|
| 70 | ||
| 71 | hyper = Hyperactive() |
|
| 72 | hyper.add_search( |
|
| 73 | objective_function, |
|
| 74 | search_space, |
|
| 75 | n_iter=5, |
|
| 76 | initialize={"random": 1}, |
|
| 77 | random_state=1, |
|
| 78 | n_jobs=n_jobs, |
|
| 79 | ) |
|
| 80 | hyper.run() |
|
| 81 | ||
| 82 | results = hyper.search_data(objective_function) |
|
| 83 | ||
| 84 | no_dup = results.drop_duplicates(subset=list(search_space.keys())) |
|
| 85 | print("no_dup", no_dup) |
|
| 86 | print("results", results) |
|
| 87 | ||
| 88 | assert int(len(results) / n_jobs) != len(no_dup) |
|
| 89 | ||
| 90 | ||
| 91 | def test_random_state_0(): |
|
| @@ 45-65 (lines=21) @@ | ||
| 42 | assert int(len(results) / n_jobs) != len(no_dup) |
|
| 43 | ||
| 44 | ||
| 45 | def test_random_state_n_jobs_1(): |
|
| 46 | n_jobs = 3 |
|
| 47 | ||
| 48 | hyper = Hyperactive() |
|
| 49 | hyper.add_search( |
|
| 50 | objective_function, |
|
| 51 | search_space, |
|
| 52 | n_iter=5, |
|
| 53 | initialize={"random": 1}, |
|
| 54 | random_state=1, |
|
| 55 | n_jobs=n_jobs, |
|
| 56 | ) |
|
| 57 | hyper.run() |
|
| 58 | ||
| 59 | results = hyper.search_data(objective_function) |
|
| 60 | ||
| 61 | no_dup = results.drop_duplicates(subset=list(search_space.keys())) |
|
| 62 | print("no_dup", no_dup) |
|
| 63 | print("results", results) |
|
| 64 | ||
| 65 | assert int(len(results) / n_jobs) != len(no_dup) |
|
| 66 | ||
| 67 | ||
| 68 | def test_random_state_n_jobs_2(): |
|
