After using Quantize the frozen model doesn't work

[m090009]

Hi there, I used the keras_to_tensorflow.py to create a frozen .pb file which worked great, but when I create the file using Quantize the model doesn't work and throws OOM error Allocation of 1153433600 exceeds 10% of system memory.

[angyee]

Hi there, I used the keras_to_tensorflow.py to create a frozen .pb file which worked great, but when I create the file using Quantize the model doesn't work and throws OOM error Allocation of 1153433600 exceeds 10% of system memory.

i am running

sudo python3 keras_to_tensorflow.py --input_model=/home/deepedge/mask_rcnn-master/mask_rcnn_damage_0010.h5 --output_model=/home/deepedge/mask_rcnn-master/dent.pb

and getting

Using TensorFlow backend. E0619 15:22:44.379571 140399717234496 keras_to_tensorflow.py:95] Input file specified only holds the weights, and not the model definition. Save the model using model.save(filename.h5) which will contain the network architecture as well as its weights. If the model is saved using the model.save_weights(filename) function, either input_model_json or input_model_yaml flags should be set to to import the network architecture prior to loading the weights. Check the keras documentation for more details (https://keras.io/getting-started/faq/) Traceback (most recent call last): File "keras_to_tensorflow.py", line 182, in app.run(main) File "/usr/local/lib/python3.6/dist-packages/absl/app.py", line 300, in run _run_main(main, args) File "/usr/local/lib/python3.6/dist-packages/absl/app.py", line 251, in _run_main sys.exit(main(argv)) File "keras_to_tensorflow.py", line 128, in main model = load_model(FLAGS.input_model, FLAGS.input_model_json, FLAGS.input_model_yaml) File "keras_to_tensorflow.py", line 106, in load_model raise wrong_file_err File "keras_to_tensorflow.py", line 63, in load_model model = keras.models.load_model(input_model_path) File "/usr/local/lib/python3.6/dist-packages/keras/engine/saving.py", line 419, in load_model model = _deserialize_model(f, custom_objects, compile) File "/usr/local/lib/python3.6/dist-packages/keras/engine/saving.py", line 221, in _deserialize_model model_config = f['model_config'] File "/usr/local/lib/python3.6/dist-packages/keras/utils/io_utils.py", line 302, in getitem raise ValueError('Cannot create group in read only mode.') ValueError: Cannot create group in read only mode.