Update eval_onnx.py (#2)

- Update eval_onnx.py (806b7855325fa5ebf88011d2eb16a555f587582c)


Co-authored-by: hang yang <hangyang-amd@users.noreply.huggingface.co>

eval_onnx.py

@@ -34,6 +34,7 @@ parser.add_argument(
     default="vaip_config.json",
     help="Path of the config file for seting provider_options.",
 )
+parser.add_argument('--data_format', type=str, choices=["nchw", "nhwc"], default="nchw")
 args = parser.parse_args()
 
 class AverageMeter(object):
@@ -144,7 +145,7 @@ def val_imagenet():
   val_loader = tqdm(val_loader, file=sys.stdout)
   with torch.no_grad():
     for batch_idx, (images, targets) in enumerate(val_loader):
-      inputs, targets = images.numpy(), targets
+      inputs, targets = images.numpy() if args.data_format == "nchw" else images.permute((0, 2, 3, 1)).numpy(), targets
       ort_inputs = {ort_session.get_inputs()[0].name: inputs}
 
       outputs = ort_session.run(None, ort_inputs)