{"action":"created","issue":{"url":"https://api.github.com/repos/tensorflow/models/issues/4229","repository_url":"https://api.github.com/repos/tensorflow/models","labels_url":"https://api.github.com/repos/tensorflow/models/issues/4229/labels{/name}","comments_url":"https://api.github.com/repos/tensorflow/models/issues/4229/comments","events_url":"https://api.github.com/repos/tensorflow/models/issues/4229/events","html_url":"https://github.com/tensorflow/models/issues/4229","id":322019241,"node_id":"MDU6SXNzdWUzMjIwMTkyNDE=","number":4229,"title":"TensorRT graph optimization for object detection model graphs","user":{"login":"fuatka","id":39166061,"node_id":"MDQ6VXNlcjM5MTY2MDYx","avatar_url":"https://avatars3.githubusercontent.com/u/39166061?v=4","gravatar_id":"","url":"https://api.github.com/users/fuatka","html_url":"https://github.com/fuatka","followers_url":"https://api.github.com/users/fuatka/followers","following_url":"https://api.github.com/users/fuatka/following{/other_user}","gists_url":"https://api.github.com/users/fuatka/gists{/gist_id}","starred_url":"https://api.github.com/users/fuatka/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/fuatka/subscriptions","organizations_url":"https://api.github.com/users/fuatka/orgs","repos_url":"https://api.github.com/users/fuatka/repos","events_url":"https://api.github.com/users/fuatka/events{/privacy}","received_events_url":"https://api.github.com/users/fuatka/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":{"login":"aaroey","id":31743510,"node_id":"MDQ6VXNlcjMxNzQzNTEw","avatar_url":"https://avatars0.githubusercontent.com/u/31743510?v=4","gravatar_id":"","url":"https://api.github.com/users/aaroey","html_url":"https://github.com/aaroey","followers_url":"https://api.github.com/users/aaroey/followers","following_url":"https://api.github.com/users/aaroey/following{/other_user}","gists_url":"https://api.github.com/users/aaroey/gists{/gist_id}","starred_url":"https://api.github.com/users/aaroey/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/aaroey/subscriptions","organizations_url":"https://api.github.com/users/aaroey/orgs","repos_url":"https://api.github.com/users/aaroey/repos","events_url":"https://api.github.com/users/aaroey/events{/privacy}","received_events_url":"https://api.github.com/users/aaroey/received_events","type":"User","site_admin":false},"assignees":[{"login":"aaroey","id":31743510,"node_id":"MDQ6VXNlcjMxNzQzNTEw","avatar_url":"https://avatars0.githubusercontent.com/u/31743510?v=4","gravatar_id":"","url":"https://api.github.com/users/aaroey","html_url":"https://github.com/aaroey","followers_url":"https://api.github.com/users/aaroey/followers","following_url":"https://api.github.com/users/aaroey/following{/other_user}","gists_url":"https://api.github.com/users/aaroey/gists{/gist_id}","starred_url":"https://api.github.com/users/aaroey/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/aaroey/subscriptions","organizations_url":"https://api.github.com/users/aaroey/orgs","repos_url":"https://api.github.com/users/aaroey/repos","events_url":"https://api.github.com/users/aaroey/events{/privacy}","received_events_url":"https://api.github.com/users/aaroey/received_events","type":"User","site_admin":false}],"milestone":null,"comments":12,"created_at":"2018-05-10T17:43:23Z","updated_at":"2018-11-11T04:08:00Z","closed_at":null,"author_association":"NONE","body":"### System information\r\n- **What is the top-level directory of the model you are using**: research/tensorrt\r\n- **Have I written custom code (as opposed to using a stock example script provided in TensorFlow)**: Yes\r\n- **OS Platform and Distribution (e.g., Linux Ubuntu 16.04)**: Ubuntu 16.04\r\n- **TensorFlow installed from (source or binary)**: binary\r\n- **Bazel version (if compiling from source)**: N/A\r\n- **TensorFlow version (use command below)**: 1.8\r\n- **CUDA/cuDNN version**: 9.0/7.0\r\n- **GPU model and memory**: GTX1050Ti 4GB\r\n- **Exact command to reproduce**: tensorrt.py\r\n\r\n### Describe the problem\r\nI can successfully run create_inference_graph function for TensorFlow Slim image classification models https://github.com/tensorflow/models/tree/master/research/slim#pre-trained-models\r\n\r\nBut create_inference_graph gives error for TensorFlow object detection models (like ssd_mobilenet_v1, faster_rcnn_inception_v2)\r\nhttps://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/detection_model_zoo.md#coco-trained-models-coco-models\r\n\r\nIs TensorRT graph optimization functions supported for object detection model graphs? \r\n\r\n### Source code / logs\r\n```\r\n\"/home/fuat/.local/lib/python3.5/site-packages/tensorflow/contrib/tensorrt/python/trt_convert.py\", line 115, in create_inference_graph\r\n    int(msg[0]))\r\ntensorflow.python.framework.errors_impl.NotFoundError: No attr named 'index_type' in NodeDef:\r\n```\r\n"},"comment":{"url":"https://api.github.com/repos/tensorflow/models/issues/comments/437642242","html_url":"https://github.com/tensorflow/models/issues/4229#issuecomment-437642242","issue_url":"https://api.github.com/repos/tensorflow/models/issues/4229","id":437642242,"node_id":"MDEyOklzc3VlQ29tbWVudDQzNzY0MjI0Mg==","user":{"login":"aaroey","id":31743510,"node_id":"MDQ6VXNlcjMxNzQzNTEw","avatar_url":"https://avatars0.githubusercontent.com/u/31743510?v=4","gravatar_id":"","url":"https://api.github.com/users/aaroey","html_url":"https://github.com/aaroey","followers_url":"https://api.github.com/users/aaroey/followers","following_url":"https://api.github.com/users/aaroey/following{/other_user}","gists_url":"https://api.github.com/users/aaroey/gists{/gist_id}","starred_url":"https://api.github.com/users/aaroey/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/aaroey/subscriptions","organizations_url":"https://api.github.com/users/aaroey/orgs","repos_url":"https://api.github.com/users/aaroey/repos","events_url":"https://api.github.com/users/aaroey/events{/privacy}","received_events_url":"https://api.github.com/users/aaroey/received_events","type":"User","site_admin":false},"created_at":"2018-11-11T04:08:00Z","updated_at":"2018-11-11T04:08:00Z","author_association":"MEMBER","body":"@rsandler00 I'm not sure why in NVIDIA's doc only v1.9 is included, @pooyadavoodi may know more.\r\nBut to install TF 1.12 can you just run `pip install tensorflow-gpu`? For more installation options see https://www.tensorflow.org/install/."}}
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