Error while optimizing frozen Tensorflow graph

Provide details on the platforms you are using:
Linux distro and version : Ubuntu 16.04 LTS
GPU type : GeForce GT 740M 2GB
nvidia driver version: 410.79
CUDA version : 9.0
CUDNN version : 7.1.3
Python version : 3.5.2
Tensorflow version : Tensorflow-gpu 1.10.0
TensorRT version : 4.0.1.6

I have a Tensorflow pretained model from https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/detection_model_zoo.md
called faster_rcnn_inception_resnet_v2_atrous_coco to be more precise.

But i’m not satisfied with time it takes to detect objects in images. So, I want to optimise this model with tensorRT to improve performace.

I copied script from tensorRT docs that should optimise frozen graph:

import tensorflow as tf
import tensorflow.contrib.tensorrt as trt
# Inference with TF-TRT frozen graph workflow:
graph = tf.Graph()
with graph.as_default():
    with graph.device('gpu:0'):
        with tf.Session() as sess:
            with tf.gfile.GFile("/home/tomas/Downloads/frozen_inference_graph.pb", 'rb') as f:
                graph_def = tf.GraphDef()
                graph_def.ParseFromString(f.read())
            # Now you can create a TensorRT inference graph from your
	    # frozen graph:
            trt_graph = trt.create_inference_graph(
		input_graph_def=graph_def,
		outputs=["detection_boxes,detection_scores,detection_classes,num_detections"],
		max_batch_size=1,
		max_workspace_size_bytes=2147483648,
		precision_mode="FP32")
            # Import the TensorRT graph into a new graph and run:
            output_node = tf.import_graph_def(
		trt_graph,
		return_elements=["detection_boxes,detection_scores,detection_classes,num_detections"])
            sess.run(output_node)

and tried to run this code, but get this error:

[code]2019-02-22 01:11:00.636033: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:897] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero
2019-02-22 01:11:00.636955: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1405] Found device 0 with properties:
name: GeForce GT 740M major: 3 minor: 5 memoryClockRate(GHz): 1.0325
pciBusID: 0000:01:00.0
totalMemory: 1.96GiB freeMemory: 1.77GiB
2019-02-22 01:11:00.637003: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1484] Adding visible gpu devices: 0
2019-02-22 01:11:08.733633: I tensorflow/core/common_runtime/gpu/gpu_device.cc:965] Device interconnect StreamExecutor with strength 1 edge matrix:
2019-02-22 01:11:08.733714: I tensorflow/core/common_runtime/gpu/gpu_device.cc:971] 0
2019-02-22 01:11:08.733770: I tensorflow/core/common_runtime/gpu/gpu_device.cc:984] 0: N
2019-02-22 01:11:08.741305: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1097] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 1525 MB memory) -> physical GPU (device: 0, name: GeForce GT 740M, pci bus id: 0000:01:00.0, compute capability: 3.5)
WARNING:tensorflow:TensorRT mismatch. Compiled against version 3.0.4, but loaded 4.0.1. Things may not work
2019-02-22 01:11:12.544730: I tensorflow/core/grappler/devices.cc:51] Number of eligible GPUs (core count >= 8): 0
2019-02-22 01:11:13.052629: W tensorflow/core/framework/allocator.cc:108] Allocation of 20054016 exceeds 10% of system memory.
2019-02-22 01:11:13.130831: W tensorflow/core/framework/allocator.cc:108] Allocation of 12779520 exceeds 10% of system memory.
2019-02-22 01:11:14.043909: W tensorflow/core/framework/allocator.cc:108] Allocation of 20054016 exceeds 10% of system memory.
2019-02-22 01:11:14.043984: W tensorflow/core/framework/allocator.cc:108] Allocation of 20054016 exceeds 10% of system memory.
2019-02-22 01:11:14.426922: W tensorflow/core/framework/allocator.cc:108] Allocation of 12779520 exceeds 10% of system memory.
2019-02-22 01:11:28.760913: I tensorflow/contrib/tensorrt/convert/convert_graph.cc:756] MULTIPLE tensorrt candidate conversion: 111
2019-02-22 01:11:28.804144: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/MultiClassNonMaxSuppression/Area/’, converted to graph
2019-02-22 01:11:28.970041: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/MultiClassNonMaxSuppression/ClipToWindow/Area/’, converted to graph
2019-02-22 01:11:28.978826: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/MultiClassNonMaxSuppression/ChangeCoordinateFrame/’, converted to graph
2019-02-22 01:11:28.979270: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:794] Failed to register segment graphdef as a function 2: Invalid argument: Node ‘SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/MultiClassNonMaxSuppression/ChangeCoordinateFrame/truediv/x’: Unknown input node ‘^SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/Identity’
2019-02-22 01:11:28.985227: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘map_1/while/’, converted to graph
2019-02-22 01:11:28.985669: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:794] Failed to register segment graphdef as a function 3: Invalid argument: Node ‘map_1/while/concat/axis’: Unknown input node ‘^map_1/while/Identity’
2019-02-22 01:11:28.992005: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘map/while/ToNormalizedCoordinates/’, converted to graph
2019-02-22 01:11:28.992473: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:794] Failed to register segment graphdef as a function 4: Invalid argument: Node ‘map/while/ToNormalizedCoordinates/truediv/x’: Unknown input node ‘^map/while/Identity’
2019-02-22 01:11:28.997743: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘Preprocessor/map/while/ResizeToRange/’, converted to graph
2019-02-22 01:11:28.998110: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:794] Failed to register segment graphdef as a function 5: Invalid argument: Node ‘Preprocessor/map/while/ResizeToRange/Const_1’: Unknown input node ‘^Preprocessor/map/while/Identity’
2019-02-22 01:11:29.004094: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘’, converted to graph
2019-02-22 01:11:29.011243: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘’, converted to graph
2019-02-22 01:11:29.018460: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘SecondStagePostprocessor/’, converted to graph
2019-02-22 01:11:29.089748: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘’, converted to graph
2019-02-22 01:11:43.451555: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/MultiClassNonMaxSuppression/’, converted to graph
2019-02-22 01:11:44.691656: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:794] Failed to register segment graphdef as a function 10: Invalid argument: Node ‘SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/MultiClassNonMaxSuppression/add_3/y’: Unknown input node ‘^SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/Identity’
2019-02-22 01:11:44.697628: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:44.817994: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:44.894365: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:44.971165: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:45.047877: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘GridAnchorGenerator/Meshgrid_2/ExpandedShape_1/’, converted to graph
2019-02-22 01:11:45.238223: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:45.315250: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:45.392783: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:45.471704: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:45.549244: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:45.628709: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:45.706039: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:45.783939: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:45.862898: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:45.941322: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘’, converted to graph
2019-02-22 01:11:46.019949: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘ClipToWindow/Area/’, converted to graph
2019-02-22 01:11:46.098679: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:46.178561: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:46.258823: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:46.338140: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:46.419743: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:46.500616: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:46.580620: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:46.661410: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:46.741418: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:46.822662: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:46.903009: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:46.984063: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:47.065027: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:47.146226: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:47.227333: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:47.310371: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:47.390263: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘BatchMultiClassNonMaxSuppression/map/while/MultiClassNonMaxSuppression/ClipToWindow/Area/’, converted to graph
2019-02-22 01:11:47.471915: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:47.553347: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:47.634342: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:47.715396: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:47.810167: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:47.926080: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:48.025025: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:48.125777: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:48.224114: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:48.321848: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:48.420400: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:48.520351: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:48.618961: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:48.716518: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:48.814640: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘GridAnchorGenerator/Meshgrid_1/ExpandedShape_1/’, converted to graph
2019-02-22 01:11:48.912810: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:49.010586: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:49.109044: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:49.207284: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageBoxPredictor/BoxEncodingPredictor/’, converted to graph
2019-02-22 01:11:49.304139: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘Preprocessor/’, converted to graph
2019-02-22 01:11:49.402663: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘GridAnchorGenerator/’, converted to graph
2019-02-22 01:11:49.501260: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:49.600710: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘’, converted to graph
2019-02-22 01:11:49.699554: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:49.799620: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:49.899584: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:50.001421: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘GridAnchorGenerator/’, converted to graph
2019-02-22 01:11:50.100515: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:50.200222: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:50.299956: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:50.399827: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:50.499460: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:50.601381: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:50.702817: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:50.805644: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:50.907651: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:51.010188: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:51.112661: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘BatchMultiClassNonMaxSuppression/map/while/MultiClassNonMaxSuppression/Area/’, converted to graph
2019-02-22 01:11:51.216503: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:51.318824: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:51.422578: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:51.532487: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:51.642254: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:51.753171: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:51.856571: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:51.961125: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:52.066102: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:52.171630: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘Preprocessor/map/while/ResizeToRange/’, converted to graph
2019-02-22 01:11:52.271069: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:794] Failed to register segment graphdef as a function 91: Invalid argument: Node ‘Preprocessor/map/while/ResizeToRange/Const’: Unknown input node ‘^Preprocessor/map/while/Identity’
2019-02-22 01:11:52.276922: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:52.384001: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:52.490690: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:52.595581: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:52.699998: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:52.805117: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:52.909800: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘GridAnchorGenerator/’, converted to graph
2019-02-22 01:11:53.018454: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘’, converted to graph
2019-02-22 01:11:53.124465: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:53.231156: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:53.337269: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:53.444302: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:53.551402: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:53.656758: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘GridAnchorGenerator/’, converted to graph
2019-02-22 01:11:53.768649: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘GridAnchorGenerator/Meshgrid_1/ExpandedShape/’, converted to graph
2019-02-22 01:11:53.875045: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘GridAnchorGenerator/Meshgrid_3/ExpandedShape_1/’, converted to graph
2019-02-22 01:11:53.979728: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘Conv/’, converted to graph
2019-02-22 01:11:54.112007: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageBoxPredictor/ClassPredictor/’, converted to graph
2019-02-22 01:11:54.220073: I tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2853] Segment @scope ‘FirstStageFeatureExtractor/InceptionResnetV2/’, converted to graph
2019-02-22 01:11:54.412708: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:11:54.534127: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:11:54.539373: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 0, composed of 3 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=-2. Skipping…
2019-02-22 01:11:54.539445: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:11:54.543230: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:11:54.543289: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 1, composed of 3 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=-2. Skipping…
2019-02-22 01:11:54.543313: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:11:54.564478: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 2, composed of 18 nodes failed: Invalid argument: addScale requires tensor with rank 3, SecondStagePostprocessor/Decode/get_center_coordinates_and_sizes/truediv. Skipping…
2019-02-22 01:11:54.564536: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:11:54.568108: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 3, composed of 18 nodes failed: Invalid argument: addScale requires tensor with rank 3, Decode/get_center_coordinates_and_sizes/truediv_1. Skipping…
2019-02-22 01:11:54.568139: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:11:54.572281: W tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2647] Type conversion failed for InputPH_0
2019-02-22 01:11:54.572319: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 4, composed of 3 nodes failed: Invalid argument: Unsupported data type int32. Skipping…
2019-02-22 01:11:54.572340: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:12.853306: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger runtime.cpp (16) - Cuda Error in allocate: 2
2019-02-22 01:13:19.332507: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger runtime.cpp (16) - Cuda Error in allocate: 2
2019-02-22 01:13:19.709143: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 5, composed of 491 nodes failed: Internal: Failed to build TensorRT engine. Skipping…
2019-02-22 01:13:19.724330: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:19.907166: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:19.907373: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 6, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:19.907474: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:19.913633: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:19.913748: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 7, composed of 14 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:19.913796: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:19.920189: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:19.920285: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 8, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:19.920331: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:19.925284: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:19.925337: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 9, composed of 14 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:19.925361: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:19.928490: W tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2647] Type conversion failed for InputPH_0
2019-02-22 01:13:19.928526: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 10, composed of 4 nodes failed: Invalid argument: Unsupported data type int32. Skipping…
2019-02-22 01:13:19.928548: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:19.932668: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:19.932708: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 11, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:19.932730: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:19.935780: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:19.935817: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 12, composed of 14 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:19.935837: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:19.938932: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:19.938970: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 13, composed of 14 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:19.938992: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:19.942053: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:19.942090: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 14, composed of 14 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:19.942111: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:19.945170: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:19.945205: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 15, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:19.945226: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:19.949126: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:19.949172: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 16, composed of 14 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:19.949192: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:19.952257: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:19.952290: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 17, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:19.952307: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:19.955383: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:19.955415: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 18, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:19.955433: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:19.959115: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:19.959163: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 19, composed of 14 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:19.959188: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:19.962566: W tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2647] Type conversion failed for InputPH_0
2019-02-22 01:13:19.962595: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 20, composed of 3 nodes failed: Invalid argument: Unsupported data type int32. Skipping…
2019-02-22 01:13:19.962611: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:22.974304: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:22.977839: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:22.977897: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 22, composed of 14 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:22.977922: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:22.981033: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:22.981067: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 23, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:22.981082: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:22.984521: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:22.984558: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 24, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:22.984576: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:22.988703: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:22.988757: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 25, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:22.988780: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:22.991896: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:22.991931: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 26, composed of 14 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:22.991947: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:22.995111: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:22.995145: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 27, composed of 14 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:22.995160: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:22.998247: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:22.998279: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 28, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:22.998294: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.002449: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.002508: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 29, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.002535: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.006392: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.006447: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 30, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.006468: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.009591: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.009629: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 31, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.009652: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.012880: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.012918: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 32, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.012941: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.016024: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.016056: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 33, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.016078: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.020226: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.020274: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 34, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.020300: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.024057: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.024106: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 35, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.024140: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.027960: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.028017: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 36, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.028056: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.031711: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.031757: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 37, composed of 14 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.031798: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.035901: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.035940: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 38, composed of 3 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=-2. Skipping…
2019-02-22 01:13:23.035967: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.039150: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.039197: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 39, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.039223: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.043735: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.043805: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 40, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.043834: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.048269: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.048319: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 41, composed of 14 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.048339: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.052303: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.052346: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 42, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.052374: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.055645: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.055683: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 43, composed of 716 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.055709: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.058872: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.058913: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 44, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.058940: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.062024: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.062062: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 45, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.062089: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.066048: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.066145: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 46, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.066169: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.070835: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.070912: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 47, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.070955: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.075787: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.075876: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 48, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.075899: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.080482: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.080536: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 49, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.080559: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.084910: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.084980: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 50, composed of 14 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.085009: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.088706: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.088744: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 51, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.088763: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.091848: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.091880: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 52, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.091898: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.095047: W tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2647] Type conversion failed for InputPH_0
2019-02-22 01:13:23.095078: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 53, composed of 4 nodes failed: Invalid argument: Unsupported data type int32. Skipping…
2019-02-22 01:13:23.095095: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.098978: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.099023: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 54, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.099046: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.102341: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.102384: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 55, composed of 14 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.102407: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.105517: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.105557: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 56, composed of 14 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.105580: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.108746: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.108786: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 57, composed of 4 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.108808: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.111855: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.111891: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 58, composed of 4 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=-2. Skipping…
2019-02-22 01:13:23.111913: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.115833: W tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2647] Type conversion failed for InputPH_0
2019-02-22 01:13:23.115870: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 59, composed of 4 nodes failed: Invalid argument: Unsupported data type int32. Skipping…
2019-02-22 01:13:23.115893: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.118978: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.119018: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 60, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.119041: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.447800: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 61, composed of 18 nodes failed: Invalid argument: addScale requires tensor with rank 3, Decode/get_center_coordinates_and_sizes/truediv. Skipping…
2019-02-22 01:13:23.447912: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.453365: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.453468: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 62, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.453518: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.457668: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.457715: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 63, composed of 14 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.457746: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.462010: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.462058: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 64, composed of 14 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.462081: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.465528: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 65, composed of 8 nodes failed: Invalid argument: addScale requires tensor with rank 3, GridAnchorGenerator/mul_5. Skipping…
2019-02-22 01:13:23.465557: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.468809: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.468841: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 66, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.468856: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.471888: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.471918: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 67, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.471933: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.475001: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.475034: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 68, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.475049: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.478203: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.478241: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 69, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.478263: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.481315: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.481352: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 70, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.481373: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.484422: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.484459: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 71, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.484480: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.487559: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
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2019-02-22 01:13:23.462010: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.462058: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 64, composed of 14 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.462081: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.465528: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 65, composed of 8 nodes failed: Invalid argument: addScale requires tensor with rank 3, GridAnchorGenerator/mul_5. Skipping…
2019-02-22 01:13:23.465557: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.468809: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.468841: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 66, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.468856: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.471888: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.471918: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 67, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.471933: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.475001: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.475034: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 68, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.475049: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.478203: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.478241: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 69, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.478263: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.481315: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.481352: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 70, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.481373: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.484422: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.484459: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 71, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.484480: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.487559: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.487596: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 72, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.487617: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.490671: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.490710: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 73, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.490731: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.493784: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.493821: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 74, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.493842: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.496921: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.496958: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 75, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.496980: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.500027: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.500066: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 76, composed of 3 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=-2. Skipping…
2019-02-22 01:13:23.500088: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.503176: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.503214: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 77, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.503236: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.506303: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.506341: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 78, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.506362: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.509415: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.509451: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 79, composed of 6 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.509473: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
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2019-02-22 01:13:23.515727: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
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2019-02-22 01:13:23.827628: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
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2019-02-22 01:13:23.837943: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
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2019-02-22 01:13:23.844257: W tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2647] Type conversion failed for InputPH_0
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2019-02-22 01:13:23.844308: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.847340: W tensorflow/contrib/tensorrt/convert/convert_nodes.cc:2647] Type conversion failed for InputPH_0
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2019-02-22 01:13:23.847382: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.850485: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
2019-02-22 01:13:23.850519: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:857] Engine creation for segment 102, composed of 3 nodes failed: Invalid argument: Failed to create Input layer tensor InputPH_0 rank=3. Skipping…
2019-02-22 01:13:23.850536: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
2019-02-22 01:13:23.854403: E tensorflow/contrib/tensorrt/log/trt_logger.cc:38] DefaultLogger Parameter check failed at: …/builder/Network.cpp::addInput::364, condition: isValidDims(dims)
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2019-02-22 01:13:23.854453: W tensorflow/contrib/tensorrt/convert/convert_graph.cc:724] Can’t determine the device, constructing an allocator at device 0
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Killed

This is the end of error log(my post was cropped automatically for being too long I guess).

So I tried to look for a fix on the internet, such as adding:

with graph.device('gpu:0'):

To my script, also tried to change precision modes, but nothing helped. I wonder whether that TensorFlow TensorRT mismatch can be a problem? If yes, not sure how to deal with it, cause at first I tried to use tensorflow 1.9.0 as suggested in docs, but got an error immediately while importing tensorRT (cant put that error here cause I do not have it anymore, but if it is important, I can install 1.9 version again and put that error here.) And upper versions of tensorflow requires GPU computing capability 3.7 or more, which would not work for me cause my computing capability is only 3.5

I would appreciate any help. Thank you!

Hello,

very likely due to a configuration issue as indicated by “WARNING:tensorflow:TensorRT mismatch. Compiled against version 3.0.4, but loaded 4.0.1. Things may not work”

Have you tried using https://www.nvidia.com/en-us/gpu-cloud/ NGC docker containers that removes many of the library dependencies.

Hello, I tried to use docker container as you suggested. I pulled 18.08 container, run it, also installed python dependencies (I changed tensorflow version from 1.12.0 to 1.10.0) but still get the same warning:

“WARNING:tensorflow:TensorRT mismatch. Compiled against version 3.0.4, but loaded 4.0.1. Things may not work”

Is there any chance that the code, that Im using to optimize model is somehow related to version 3.0.4 ? Or there is some other problem?

Hello, can you pull the 19.01 container? it contains latest TRT and stable TF.