cli (pytorch#398)

* cli

* typos

build/utils.py

@@ -5,7 +5,9 @@
 # LICENSE file in the root directory of this source tree.
 
 from __future__ import annotations
-
+from typing import List
+from pathlib import Path
+import os
 import logging
 
 import torch
@@ -33,6 +35,8 @@ def name_to_dtype(name):
     else:
         raise RuntimeError(f"unsupported dtype name {name} specified")
 
+def allowable_dtype_names() -> List[str]:
+    return name_to_dtype_dict.keys()
 
 name_to_dtype_dict = {
     "fp32": torch.float,
@@ -45,6 +49,18 @@ def name_to_dtype(name):
     "bfloat16": torch.bfloat16,
 }
 
+
+#########################################################################
+###         general model build utility functions for CLI             ###
+
+def allowable_params_table() -> List[dtr]:
+    config_path = Path(f"{str(Path(__file__).parent)}/known_model_params")
+    known_model_params = [
+        config.replace(".json", "") for config in os.listdir(config_path)
+    ]
+    return known_model_params
+
+
 #########################################################################
 ###             general model build utility functions                 ###
 

cli.py

@@ -7,6 +7,8 @@
 import json
 from pathlib import Path
 
+from build.utils import allowable_dtype_names, allowable_params_table
+
 import torch
 
 # CPU is always available and also exportable to ExecuTorch
@@ -208,6 +210,7 @@ def add_arguments(parser):
         "-d",
         "--dtype",
         default="float32",
+        choices = allowable_dtype_names(),
         help="Override the dtype of the model (default is the checkpoint dtype). Options: bf16, fp16, fp32",
     )
     parser.add_argument(
@@ -239,12 +242,14 @@ def add_arguments(parser):
         "--params-table",
         type=str,
         default=None,
+        choices=allowable_params_table(),
         help="Parameter table to use",
     )
     parser.add_argument(
         "--device",
         type=str,
         default=default_device,
+        choices=["cpu", "cuda", "mps"],
         help="Hardware device to use. Options: cpu, cuda, mps",
     )
     parser.add_argument(