outputs/claim5_run.log

1050 runs
/home/ubuntu/samuel/logsumexp-repro/scripts/claim5_kl_dro.py:68: RuntimeWarning: overflow encountered in square
  l = r**2
/home/ubuntu/samuel/logsumexp-repro/scripts/claim5_kl_dro.py:75: RuntimeWarning: overflow encountered in matmul
  g = 2.0 * (Xb.T @ (w * r)) / batch
/home/ubuntu/samuel/logsumexp-repro/scripts/claim5_kl_dro.py:75: RuntimeWarning: overflow encountered in multiply
  g = 2.0 * (Xb.T @ (w * r)) / batch
/home/ubuntu/samuel/logsumexp-repro/scripts/claim5_kl_dro.py:68: RuntimeWarning: overflow encountered in square
  l = r**2
/home/ubuntu/samuel/logsumexp-repro/scripts/claim5_kl_dro.py:45: RuntimeWarning: overflow encountered in square
  l = (X @ theta - y) ** 2
/home/ubuntu/samuel/logsumexp-repro/scripts/claim5_kl_dro.py:68: RuntimeWarning: overflow encountered in square
  l = r**2
/home/ubuntu/samuel/logsumexp-repro/scripts/claim5_kl_dro.py:45: RuntimeWarning: overflow encountered in square
  l = (X @ theta - y) ** 2
/home/ubuntu/samuel/repro/.venv/lib/python3.10/site-packages/scipy/special/_logsumexp.py:217: RuntimeWarning: overflow encountered in exp
  exp = b * xp.exp(a - shift) if b is not None else xp.exp(a - shift)
/home/ubuntu/samuel/repro/.venv/lib/python3.10/site-packages/scipy/special/_logsumexp.py:217: RuntimeWarning: overflow encountered in exp
  exp = b * xp.exp(a - shift) if b is not None else xp.exp(a - shift)
/home/ubuntu/samuel/logsumexp-repro/scripts/claim5_kl_dro.py:68: RuntimeWarning: overflow encountered in square
  l = r**2
/home/ubuntu/samuel/logsumexp-repro/scripts/claim5_kl_dro.py:45: RuntimeWarning: overflow encountered in square
  l = (X @ theta - y) ** 2
/home/ubuntu/samuel/repro/.venv/lib/python3.10/site-packages/scipy/special/_logsumexp.py:217: RuntimeWarning: overflow encountered in exp
  exp = b * xp.exp(a - shift) if b is not None else xp.exp(a - shift)
elapsed 105.72637391090393
baseline None batch 10 max_stable_eta 1e-06 best_eta 1e-05 best_obj 16.1867
proposed 0.0001 batch 10 max_stable_eta None best_eta 1e-07 best_obj 2.0016
proposed 0.001 batch 10 max_stable_eta 1e-08 best_eta 1e-08 best_obj 17.4227
proposed 0.01 batch 10 max_stable_eta 1e-07 best_eta 1e-06 best_obj 16.8038
proposed 0.1 batch 10 max_stable_eta 1e-06 best_eta 1e-05 best_obj 16.3002
proposed 0.5 batch 10 max_stable_eta 1e-05 best_eta 1e-05 best_obj 30.0705
proposed 0.9 batch 10 max_stable_eta 1e-05 best_eta 1e-06 best_obj 38.2151
baseline None batch 100 max_stable_eta 1e-06 best_eta 1e-05 best_obj 4.8366
proposed 0.0001 batch 100 max_stable_eta 1e-08 best_eta 1e-07 best_obj 2.1092
proposed 0.001 batch 100 max_stable_eta 1e-07 best_eta 1e-06 best_obj 2.0856
proposed 0.01 batch 100 max_stable_eta 1e-06 best_eta 1e-06 best_obj 16.9969
proposed 0.1 batch 100 max_stable_eta 1e-05 best_eta 1e-05 best_obj 20.9691
proposed 0.5 batch 100 max_stable_eta 0.0001 best_eta 0.0001 best_obj 29.8179
proposed 0.9 batch 100 max_stable_eta 0.0001 best_eta 1e-05 best_obj 38.2898
baseline None batch 1000 max_stable_eta 1e-05 best_eta 1e-05 best_obj 3.2332
proposed 0.0001 batch 1000 max_stable_eta 1e-06 best_eta 1e-06 best_obj 2.1257
proposed 0.001 batch 1000 max_stable_eta 1e-06 best_eta 1e-05 best_obj 2.3185
proposed 0.01 batch 1000 max_stable_eta 0.0001 best_eta 0.0001 best_obj 6.8836
proposed 0.1 batch 1000 max_stable_eta 0.0001 best_eta 0.0001 best_obj 22.6346
proposed 0.5 batch 1000 max_stable_eta 0.0001 best_eta 0.0001 best_obj 35.2477
proposed 0.9 batch 1000 max_stable_eta 0.0001 best_eta 0.0001 best_obj 38.4146