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@sunsided
sunsided / dump_operations.py
Last active October 27, 2021 21:26
Listing operations in frozen .pb TensorFlow graphs in GraphDef format (see comments for SavedModel)
import argparse
import os
import sys
from typing import Iterable
import tensorflow as tf
parser = argparse.ArgumentParser()
parser.add_argument('file', type=str, help='The file name of the frozen graph.')
args = parser.parse_args()
@turambar
turambar / KerasModelImportExample.java
Last active July 10, 2018 07:58
Examples of DL4J's Keras model import syntax (assumes Keras Functional API models and DL4J ComputationGraph)
package org.deeplearning4j.nn.modelimport.keras;
import org.deeplearning4j.nn.api.Layer;
import org.deeplearning4j.nn.conf.ComputationGraphConfiguration;
import org.deeplearning4j.nn.graph.ComputationGraph;
import org.deeplearning4j.nn.multilayer.MultiLayerNetwork;
import org.nd4j.linalg.api.ndarray.INDArray;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;