WARNING:tensorflow:Deprecation warnings have been disabled. Set TF_ENABLE_DEPRECATION_WARNINGS=1 to re-enable them.
/usr/local/lib/python3.6/dist-packages/requests/__init__.py:91: RequestsDependencyWarning: urllib3 (1.26.5) or chardet (3.0.4) doesn't match a supported version!
  RequestsDependencyWarning)
Using TensorFlow backend.
2022-06-07 04:49:36,286 [INFO] iva.detectnet_v2.dataio.build_converter: Instantiating a kitti converter
2022-06-07 04:49:36,317 [INFO] iva.detectnet_v2.dataio.kitti_converter_lib: Num images in
Train: 13700	Val: 3425
2022-06-07 04:49:36,317 [INFO] iva.detectnet_v2.dataio.kitti_converter_lib: Validation data in partition 0. Hence, while choosing the validationset during training choose validation_fold 0.
2022-06-07 04:49:36,326 [INFO] iva.detectnet_v2.dataio.dataset_converter_lib: Writing partition 0, shard 0
WARNING:tensorflow:From /root/.cache/bazel/_bazel_root/b770f990bb7b9e2db5771981fb3a38b4/execroot/ai_infra/bazel-out/k8-fastbuild/bin/magnet/packages/iva/build_wheel.runfiles/ai_infra/iva/detectnet_v2/dataio/dataset_converter_lib.py:169: The name tf.python_io.TFRecordWriter is deprecated. Please use tf.io.TFRecordWriter instead.

2022-06-07 04:49:36,326 [WARNING] tensorflow: From /root/.cache/bazel/_bazel_root/b770f990bb7b9e2db5771981fb3a38b4/execroot/ai_infra/bazel-out/k8-fastbuild/bin/magnet/packages/iva/build_wheel.runfiles/ai_infra/iva/detectnet_v2/dataio/dataset_converter_lib.py:169: The name tf.python_io.TFRecordWriter is deprecated. Please use tf.io.TFRecordWriter instead.

/usr/local/lib/python3.6/dist-packages/iva/detectnet_v2/dataio/kitti_converter_lib.py:315: VisibleDeprecationWarning: Reading unicode strings without specifying the encoding argument is deprecated. Set the encoding, use None for the system default.
2022-06-07 04:49:36,571 [INFO] iva.detectnet_v2.dataio.dataset_converter_lib: Writing partition 0, shard 1
2022-06-07 04:49:36,798 [INFO] iva.detectnet_v2.dataio.dataset_converter_lib: Writing partition 0, shard 2
2022-06-07 04:49:37,028 [INFO] iva.detectnet_v2.dataio.dataset_converter_lib: Writing partition 0, shard 3
2022-06-07 04:49:37,258 [INFO] iva.detectnet_v2.dataio.dataset_converter_lib: Writing partition 0, shard 4
2022-06-07 04:49:37,502 [INFO] iva.detectnet_v2.dataio.dataset_converter_lib: Writing partition 0, shard 5
2022-06-07 04:49:37,739 [INFO] iva.detectnet_v2.dataio.dataset_converter_lib: Writing partition 0, shard 6
2022-06-07 04:49:37,973 [INFO] iva.detectnet_v2.dataio.dataset_converter_lib: Writing partition 0, shard 7
2022-06-07 04:49:38,209 [INFO] iva.detectnet_v2.dataio.dataset_converter_lib: Writing partition 0, shard 8
2022-06-07 04:49:38,451 [INFO] iva.detectnet_v2.dataio.dataset_converter_lib: Writing partition 0, shard 9
2022-06-07 04:49:38,700 [INFO] iva.detectnet_v2.dataio.dataset_converter_lib: 
Wrote the following numbers of objects:
b'person': 3476
b'cat': 254
b'horse': 141
b'chair': 576
b'bird': 254
b'dog': 293
b'diningtable': 155
b'train': 124
b'pottedplant': 242
b'bottle': 260
b'bicycle': 148
b'car': 483
b'sheep': 285
b'tvmonitor': 174
b'sofa': 166
b'aeroplane': 196
b'cow': 145
b'motorbike': 165
b'boat': 221
b'bus': 124

2022-06-07 04:49:38,700 [INFO] iva.detectnet_v2.dataio.dataset_converter_lib: Writing partition 1, shard 0
2022-06-07 04:49:39,643 [INFO] iva.detectnet_v2.dataio.dataset_converter_lib: Writing partition 1, shard 1
2022-06-07 04:49:40,606 [INFO] iva.detectnet_v2.dataio.dataset_converter_lib: Writing partition 1, shard 2
2022-06-07 04:49:41,534 [INFO] iva.detectnet_v2.dataio.dataset_converter_lib: Writing partition 1, shard 3
2022-06-07 04:49:42,475 [INFO] iva.detectnet_v2.dataio.dataset_converter_lib: Writing partition 1, shard 4
2022-06-07 04:49:43,430 [INFO] iva.detectnet_v2.dataio.dataset_converter_lib: Writing partition 1, shard 5
2022-06-07 04:49:44,397 [INFO] iva.detectnet_v2.dataio.dataset_converter_lib: Writing partition 1, shard 6
2022-06-07 04:49:45,346 [INFO] iva.detectnet_v2.dataio.dataset_converter_lib: Writing partition 1, shard 7
2022-06-07 04:49:46,291 [INFO] iva.detectnet_v2.dataio.dataset_converter_lib: Writing partition 1, shard 8
2022-06-07 04:49:47,238 [INFO] iva.detectnet_v2.dataio.dataset_converter_lib: Writing partition 1, shard 9
2022-06-07 04:49:48,172 [INFO] iva.detectnet_v2.dataio.dataset_converter_lib: 
Wrote the following numbers of objects:
b'bicycle': 689
b'person': 13925
b'aeroplane': 806
b'bird': 1017
b'cat': 1023
b'chair': 2480
b'bottle': 1301
b'car': 2009
b'sofa': 675
b'pottedplant': 960
b'train': 580
b'diningtable': 645
b'motorbike': 636
b'dog': 1305
b'sheep': 799
b'tvmonitor': 719
b'boat': 838
b'bus': 561
b'horse': 662
b'cow': 626

2022-06-07 04:49:48,172 [INFO] iva.detectnet_v2.dataio.dataset_converter_lib: Cumulative object statistics
2022-06-07 04:49:48,172 [INFO] iva.detectnet_v2.dataio.dataset_converter_lib: 
Wrote the following numbers of objects:
b'person': 17401
b'cat': 1277
b'horse': 803
b'chair': 3056
b'bird': 1271
b'dog': 1598
b'diningtable': 800
b'train': 704
b'pottedplant': 1202
b'bottle': 1561
b'bicycle': 837
b'car': 2492
b'sheep': 1084
b'tvmonitor': 893
b'sofa': 841
b'aeroplane': 1002
b'cow': 771
b'motorbike': 801
b'boat': 1059
b'bus': 685

2022-06-07 04:49:48,173 [INFO] iva.detectnet_v2.dataio.dataset_converter_lib: Class map. 
Label in GT: Label in tfrecords file 
b'person': b'person'
b'cat': b'cat'
b'horse': b'horse'
b'chair': b'chair'
b'bird': b'bird'
b'dog': b'dog'
b'diningtable': b'diningtable'
b'train': b'train'
b'pottedplant': b'pottedplant'
b'bottle': b'bottle'
b'bicycle': b'bicycle'
b'car': b'car'
b'sheep': b'sheep'
b'tvmonitor': b'tvmonitor'
b'sofa': b'sofa'
b'aeroplane': b'aeroplane'
b'cow': b'cow'
b'motorbike': b'motorbike'
b'boat': b'boat'
b'bus': b'bus'
2022-06-07 04:49:48,173 [INFO] iva.detectnet_v2.dataio.dataset_converter_lib: Tfrecords generation complete.
For the dataset_config in the experiment_spec, please use labels in the tfrecords file, while writing the classmap.