title: I am getting an resize_tensor_input failed to reshape error while using tflite
body: <p>So I have the model and everything working, when i pass 1 input to a tflite model. But for batch inference, I need to pass 1000 values for this i am resizing the tensor input size but i get the following error:</p>
  <pre><code>tensorflow/lite/kernels/reshape.cc:69 num_input_elements != num_output_elements (100000 != 100)Node number 6 (RESHAPE) failed to invoke.
  </code></pre>
  <p>Code I am using is:</p>
  <pre><code>interpreter.resize_tensor_input(input_details[0]['index'], [1, 1000, 100])
  interpreter.allocate_tensors()
  interpreter.set_tensor(input_details[0]['index'], input_data10)
  interpreter.invoke()
  </code></pre>
  <p>on last line it gives me this error.</p>