Tensorflow Object Detection - Really slow loading time

I am loading a Tensorflow 2 version of EfficientDet D2 from here: http://download.tensorflow.org/models/object_detection/tf2/20200711/efficientdet_d2_coco17_tpu-32.tar.gz

I run the following script:

#!/usr/bin/python3
import tensorflow as tf
import time
from object_detection.utils import label_map_util
from object_detection.utils import visualization_utils as viz_utils

PATH_TO_SAVED_MODEL = "./efficientdet_d2_coco17_tpu-32/saved_model/"

print('Loading model...')
start_time = time.time()

# Load saved model and build the detection function
detect_fn = tf.saved_model.load(PATH_TO_SAVED_MODEL)

end_time = time.time()
elapsed_time = end_time - start_time
print('Done! Took {} seconds'.format(elapsed_time))

However, the performance results is a loading time of more than 13 minutes. This is the output after the command has been executed:

./test.py
2021-07-04 10:58:58.074413: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.10.2
2021-07-04 10:59:05.375568: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.10.2
Loading model...
2021-07-04 11:00:54.337115: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set
2021-07-04 11:00:54.342226: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1
2021-07-04 11:00:54.347726: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:908] ARM64 does not support NUMA - returning NUMA node zero
2021-07-04 11:00:54.347959: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: 
pciBusID: 0000:00:00.0 name: Xavier computeCapability: 7.2
coreClock: 1.377GHz coreCount: 8 deviceMemorySize: 31.17GiB deviceMemoryBandwidth: 82.08GiB/s
2021-07-04 11:00:54.348037: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.10.2
2021-07-04 11:00:54.353788: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.10
2021-07-04 11:00:54.354040: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.10
2021-07-04 11:00:54.358471: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10
2021-07-04 11:00:54.359514: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10
2021-07-04 11:00:54.364904: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10
2021-07-04 11:00:54.369140: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.10
2021-07-04 11:00:54.369861: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2021-07-04 11:00:54.370262: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:908] ARM64 does not support NUMA - returning NUMA node zero
2021-07-04 11:00:54.370843: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:908] ARM64 does not support NUMA - returning NUMA node zero
2021-07-04 11:00:54.371060: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0
2021-07-04 11:00:54.375404: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:908] ARM64 does not support NUMA - returning NUMA node zero
2021-07-04 11:00:54.375623: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: 
pciBusID: 0000:00:00.0 name: Xavier computeCapability: 7.2
coreClock: 1.377GHz coreCount: 8 deviceMemorySize: 31.17GiB deviceMemoryBandwidth: 82.08GiB/s
2021-07-04 11:00:54.375714: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.10.2
2021-07-04 11:00:54.375823: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.10
2021-07-04 11:00:54.375908: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.10
2021-07-04 11:00:54.376011: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10
2021-07-04 11:00:54.376090: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10
2021-07-04 11:00:54.376167: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10
2021-07-04 11:00:54.376287: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.10
2021-07-04 11:00:54.376369: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2021-07-04 11:00:54.376673: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:908] ARM64 does not support NUMA - returning NUMA node zero
2021-07-04 11:00:54.376972: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:908] ARM64 does not support NUMA - returning NUMA node zero
2021-07-04 11:00:54.377093: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0
2021-07-04 11:05:01.847060: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix:
2021-07-04 11:05:01.847174: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267]      0 
2021-07-04 11:05:01.847226: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0:   N 
2021-07-04 11:05:01.847710: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:908] ARM64 does not support NUMA - returning NUMA node zero
2021-07-04 11:05:01.848589: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:908] ARM64 does not support NUMA - returning NUMA node zero
2021-07-04 11:05:01.848911: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:908] ARM64 does not support NUMA - returning NUMA node zero
2021-07-04 11:05:01.849096: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 19271 MB memory) -> physical GPU (device: 0, name: Xavier, pci bus id: 0000:00:00.0, compute capability: 7.2)
2021-07-04 11:05:01.850298: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_130857) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_130857) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_130857) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_130857) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_130857) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_130857) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_130857) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_130857) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_130857) with ops with custom gradients. Will likely fail if a gradient is requested.
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WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_130857) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_130857) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_130857) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_130857) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_130857) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_130857) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_130857) with ops with custom gradients. Will likely fail if a gradient is requested.
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WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_130857) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_130857) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_130857) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_130857) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_130857) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_130857) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_130857) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_130857) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_130857) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_130857) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_130857) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_130857) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_130857) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_130857) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_130857) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_130857) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_130857) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_130857) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_130857) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference___call___38449) with ops with custom gradients. Will likely fail if a gradient is requested.
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WARNING:absl:Importing a function (__inference___call___38449) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference___call___38449) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference___call___38449) with ops with custom gradients. Will likely fail if a gradient is requested.
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WARNING:absl:Importing a function (__inference___call___38449) with ops with custom gradients. Will likely fail if a gradient is requested.
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WARNING:absl:Importing a function (__inference___call___38449) with ops with custom gradients. Will likely fail if a gradient is requested.
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WARNING:absl:Importing a function (__inference___call___38449) with ops with custom gradients. Will likely fail if a gradient is requested.
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WARNING:absl:Importing a function (__inference___call___38449) with ops with custom gradients. Will likely fail if a gradient is requested.
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WARNING:absl:Importing a function (__inference___call___38449) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference___call___38449) with ops with custom gradients. Will likely fail if a gradient is requested.
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WARNING:absl:Importing a function (__inference___call___38449) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference___call___38449) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference___call___38449) with ops with custom gradients. Will likely fail if a gradient is requested.
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WARNING:absl:Importing a function (__inference___call___38449) with ops with custom gradients. Will likely fail if a gradient is requested.
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WARNING:absl:Importing a function (__inference___call___38449) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference___call___38449) with ops with custom gradients. Will likely fail if a gradient is requested.
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WARNING:absl:Importing a function (__inference___call___38449) with ops with custom gradients. Will likely fail if a gradient is requested.
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WARNING:absl:Importing a function (__inference___call___38449) with ops with custom gradients. Will likely fail if a gradient is requested.
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WARNING:absl:Importing a function (__inference___call___38449) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference___call___38449) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference___call___38449) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference___call___38449) with ops with custom gradients. Will likely fail if a gradient is requested.
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WARNING:absl:Importing a function (__inference___call___38449) with ops with custom gradients. Will likely fail if a gradient is requested.
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WARNING:absl:Importing a function (__inference___call___38449) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference___call___38449) with ops with custom gradients. Will likely fail if a gradient is requested.
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WARNING:absl:Importing a function (__inference___call___38449) with ops with custom gradients. Will likely fail if a gradient is requested.
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WARNING:absl:Importing a function (__inference___call___38449) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference___call___38449) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference___call___38449) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference___call___38449) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference___call___38449) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference___call___38449) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference___call___38449) with ops with custom gradients. Will likely fail if a gradient is requested.
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WARNING:absl:Importing a function (__inference___call___38449) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference___call___38449) with ops with custom gradients. Will likely fail if a gradient is requested.
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WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_145024) with ops with custom gradients. Will likely fail if a gradient is requested.
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WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_145024) with ops with custom gradients. Will likely fail if a gradient is requested.
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WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_145024) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_145024) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_145024) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_145024) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_145024) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_145024) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_145024) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_145024) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_145024) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_145024) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_145024) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_145024) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_145024) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_145024) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_145024) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_145024) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_145024) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_145024) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_145024) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_145024) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_145024) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_145024) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_145024) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_145024) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_99017) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_99017) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_99017) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_99017) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_99017) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_99017) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_99017) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_99017) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_99017) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_99017) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_99017) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_99017) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_99017) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_99017) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_99017) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_99017) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_99017) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_99017) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_99017) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_99017) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_99017) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_99017) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_99017) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_99017) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_99017) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_99017) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_99017) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_99017) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_99017) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_99017) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_99017) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_99017) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_99017) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_99017) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_99017) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_99017) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_99017) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_99017) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_99017) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_99017) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_139687) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_139687) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_139687) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_139687) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_139687) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_139687) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_139687) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_139687) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_139687) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_139687) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_139687) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_139687) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_139687) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_139687) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_139687) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_139687) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_139687) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_139687) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_139687) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_139687) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_139687) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_139687) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_139687) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_139687) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_139687) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_139687) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_139687) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_139687) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_139687) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_139687) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_139687) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_139687) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_139687) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_139687) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_139687) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_139687) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_139687) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_139687) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_139687) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_139687) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_125520) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_125520) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_125520) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_125520) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_125520) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_125520) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_125520) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_125520) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_125520) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_125520) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_125520) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_125520) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_125520) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_125520) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_125520) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_125520) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_125520) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_125520) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_125520) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_125520) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_125520) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_125520) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_125520) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_125520) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_125520) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_125520) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_125520) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_125520) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_125520) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_125520) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_125520) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_125520) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_125520) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_125520) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_125520) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_125520) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_125520) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_125520) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_125520) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_EfficientDet-D2_layer_call_and_return_conditional_losses_125520) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_101605) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_101605) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_101605) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_101605) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_101605) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_101605) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_101605) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_101605) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_101605) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_101605) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_101605) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_101605) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_101605) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_101605) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_101605) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_101605) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_101605) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_101605) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_101605) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_101605) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_101605) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_101605) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_101605) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_101605) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_101605) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_101605) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_101605) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_101605) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_101605) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_101605) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_101605) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_101605) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_101605) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_101605) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_101605) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_101605) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_101605) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_101605) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_101605) with ops with custom gradients. Will likely fail if a gradient is requested.
WARNING:absl:Importing a function (__inference_bifpn_layer_call_and_return_conditional_losses_101605) with ops with custom gradients. Will likely fail if a gradient is requested.
Done! Took 793.8719098567963 seconds

With the computing power of the Xavier I would expect much better performance? Anybody knows what the cause to this could be?
Note that I have not converted this model to trt using TF-TRT or TensorRT since I have had issues converting it to a onnx-model first and then converting that to TensorRT (some layers that are used in the EfficientDet is not supported) .

Thanks for any help or input!

Hi,

It’s known that TensorFlow takes time on the Jetson devices.
Since it is designed for the desktop environment, the required resource is not optimized for Jetson.

We still recommend using TensorRT for better inference performance on Jetson.
There will be an example for the EfficientDet model in our upcoming release (soon).

Thanks.

Actually, the example for EfficinetDet is released in our OSS:

However, the required TensorRT v8.0 environment is not available yet.

Thanks.

1 Like

Thanks!
Looking at the example it seems to be exactly what we are looking for (Tensorflow 2 support)!
Guess I just have to wait for the release of TensorRT v.8.0.

Thanks again!

The loading time of tensorflow is mostly because of the python implementation of protobuf. Rebuild protobuf using --cpp_implementation and make sure you are on maxn power usage with max jetson clocks. You can google how to rebuild protobuf.

Tried with the TensorRT solution which loaded the same model in 5.5 seconds. Could be interesting to test your solution to compare the results.

Tensorrt will definitely be faster, but if you are using just tf the cpp protobuf will load the model in probably around 30 seconds or so.