add pt2tf tool

2020-09-23 09:09:49 +08:00
parent 7f7b7df65d
commit 18aefa4dd0
407 changed files with 16211 additions and 0 deletions
@@ -0,0 +1,19 @@
+import torch
+from efficientnet_pytorch import EfficientNet
+
+# Specify which model to use
+model_name = 'efficientnet-b3'
+image_size = EfficientNet.get_image_size(model_name)
+print('Image size: ', image_size)
+
+# Load model
+model = EfficientNet.from_pretrained(model_name)
+model.set_swish(memory_efficient=False)
+model.eval()
+print('Model image size: ', model._global_params.image_size)
+
+# Dummy input for ONNX
+dummy_input = torch.randn(1, 3, 300, 300)
+
+# Export with ONNX
+torch.onnx.export(model, dummy_input, f"{model_name}.onnx", verbose=True)