message: Avoid crashing the TRTEngineOp execution when the inputs do not have consistent
  batch sizes.
  Instead, emit a warning and execute the native segment.
diff: @@ -569,7 +569,15 @@ void TRTEngineOp::ComputeAsync(OpKernelContext* ctx,
  input_concrete_shapes.push_back(ctx->input(i).shape());
  }
  - OP_REQUIRES_OK_ASYNC(ctx, VerifyInputShapes(input_concrete_shapes), *helper);
  + Status verify_input_shape_status = VerifyInputShapes(input_concrete_shapes);
  + // TODO(bixia): Fix the segmentation.
  + if (!verify_input_shape_status.ok()) {
  + LOG_FIRST_N(WARNING, 5) << "Running native segment for" << name()
  + << " due to failure in verifying input shapes: "
  + << verify_input_shape_status.error_message();
  + ExecuteNativeSegment(ctx, helper);
  + return;
  + }
  if (!use_implicit_batch_) {
  if (profile_generation_mode_) {
  