$ python code/checkpoint_equivalence.py matrix --seed 11
seed=11
scenario                    exact  first  next_batch  lr_error   max_param_error
full_boundary               yes       --        same  0.000e+00  0.000e+00
model_optimizer_only        no         6        DIFF  4.410e-03  6.397e-02
omit_rng                    no         6        same  0.000e+00  7.114e-02
omit_stream                 no         6        DIFF  0.000e+00  6.570e-02
omit_scheduler              no         9        same  4.410e-03  6.065e-03
full_mid_accumulation       yes       --        same  0.000e+00  0.000e+00
mid_without_gradients       no         6        same  0.000e+00  1.792e-02