rebasing

python/tvm/driver/tvmc/common.py

@@ -36,93 +36,6 @@ class TVMCException(Exception):
     """TVMC Exception"""
 
 
-def add_tuning_options(parser):
-    """ Add common tuning options for the autotuner/autoscheduler."""
-
-    parser.add_argument(
-        "--early-stopping",
-        type=int,
-        help="minimum number of trials before early stopping",
-    )
-
-    # There is some extra processing required to define the actual default value
-    # for --min-repeat-ms. This is done in `drive_tune`.
-    parser.add_argument(
-        "--min-repeat-ms",
-        default=None,
-        type=int,
-        help="minimum time to run each trial, in milliseconds. "
-        "Defaults to 0 on x86 and 1000 on all other targets",
-    )
-    parser.add_argument(
-        "--number",
-        default=10,
-        type=int,
-        help="number of runs a single repeat is made of. "
-        "The final number of tuning executions is: "
-        "(1 + number * repeat)",
-    )
-    parser.add_argument(
-        "-o",
-        "--output",
-        required=True,
-        help="output file to store the tuning records for the tuning process",
-    )
-    parser.add_argument(
-        "--parallel",
-        default=4,
-        type=int,
-        help="the maximum number of parallel devices to use when tuning",
-    )
-    parser.add_argument(
-        "--repeat",
-        type=int,
-        default=1,
-        help="how many times to repeat each measurement",
-    )
-    parser.add_argument(
-        "--rpc-key",
-        help="the RPC tracker key of the target device. Required when --rpc-tracker is provided.",
-    )
-    parser.add_argument(
-        "--rpc-tracker",
-        help="hostname (required) and port (optional, defaults to 9090) of the RPC tracker, "
-        "e.g. '192.168.0.100:9999'",
-    )
-    parser.add_argument(
-        "--target",
-        help="compilation target as plain string, inline JSON or path to a JSON file",
-        required=True,
-    )
-    parser.add_argument(
-        "--target-host",
-        help="the host compilation target, defaults to 'llvm'",
-        default="llvm",
-    )
-    parser.add_argument("--timeout", default=10, help="compilation timeout, in seconds")
-    parser.add_argument(
-        "--trials",
-        type=int,
-        default=1000,
-        help="the maximum number of tuning trials to perform",
-    )
-    parser.add_argument(
-        "--tuning-records",
-        metavar="PATH",
-        help="path to an auto-tuning json file produced by the autoscheduler",
-    )
-    parser.add_argument(
-        "--desired-layout",
-        choices=["NCHW", "NHWC"],
-        default=None,
-        help="change the data layout of the whole graph",
-    )
-    # TODO (@leandron) This is a path to a physical file, but
-    #     can be improved in future to add integration with a modelzoo
-    #     or URL, for example.
-    parser.add_argument("FILE", help="path to the input model file")
-
-
 def convert_graph_layout(mod, desired_layout):
     """Alter the layout of the input graph.