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17 changes: 14 additions & 3 deletions examples/data_hyper_cleaning/data_hyper_cleaning.py
Original file line number Diff line number Diff line change
Expand Up @@ -59,19 +59,30 @@ def main():
"--gm_op",
type=str,
default=None,
help="omniglot or miniimagenet or tieredImagenet",
help=(
"Comma-separated Gradient Mapping operators applied to the lower "
"level dynamical system (e.g. NGD, DI, GDA, DM, RGT). See "
"boat_torch/gm_ol/ for the full list."
),
)
parser.add_argument(
"--na_op",
type=str,
default=None,
help="convnet for 4 convs or resnet for Residual blocks",
help=(
"Comma-separated Numerical Approximation operators used to compute "
"the hyper-gradient (e.g. CG, FD, RAD, IAD, IGA, NS, PTT, RGT, "
"FOA). See boat_torch/na_ol/ for the full list."
),
)
parser.add_argument(
"--fo_op",
type=str,
default=None,
help="convnet for 4 convs or resnet for Residual blocks",
help=(
"First-Order operator selected for the bilevel update (e.g. MESO, "
"PGDO, VFO, VSO). See boat_torch/fo_ol/ for the full list."
),
)

args = parser.parse_args()
Expand Down