Function profileModelInference

e2e/benchmarks/benchmark_util.js:429–432

* Executes the predict function for `model` (`model.predict` for * tf.LayersModel and `model.executeAsync` for tf.GraphModel) and returns a * promise that resolves with information about the memory usage: * - `newBytes`: the number of new bytes allocated. * - `newTensors`: the number of new tens

(model, input, numProfiles = 1)

 * @param numProfiles The number of rounds for profiling the inference process.
 */
async function profileModelInference(model, input, numProfiles = 1) {
  const predict = getPredictFnForModel(model, input);
  return profileInference(predict, false, numProfiles);
}

/**
 * Executes `predict()` and returns a promise that resolves with information