a1bd019e9ebd050763e331bd0aa1892b7f1ae3ec,official/resnet/keras/keras_cifar_benchmark.py,Resnet56KerasAccuracy,benchmark_graph_1_gpu_no_dist_strat,#Resnet56KerasAccuracy#,95

Before Change

    FLAGS.turn_off_distribution_strategy = True
    FLAGS.num_gpus = 1
    FLAGS.data_dir = DATA_DIR
    FLAGS.batch_size = 128
    FLAGS.train_epochs = 182
    FLAGS.model_dir = self._get_model_dir(
        "keras_resnet56_no_dist_strat_1_gpu")
    FLAGS.dtype = "fp32"
    stats = keras_cifar_main.run(FLAGS)
    self.fill_report_object(stats, FLAGS.batch_size)

  def fill_report_object(self, stats, total_batch_size):
    super(Resnet56KerasAccuracy, self).fill_report_object(
        stats,

After Change

    FLAGS.train_epochs = 182
    FLAGS.model_dir = self._get_model_dir("keras_resnet56_no_dist_strat_1_gpu")
    FLAGS.dtype = "fp32"
    self._run_and_report_benchmark()

  def _run_and_report_benchmark(self):
    start_time_sec = time.time()
    stats = keras_cifar_main.run(FLAGS)

Instances