name: "resnet" platform: "tensorrt_plan" max_batch_size: 128 input { name: "input" data_type: TYPE_FP32 dims: 3 dims: 224 dims: 224 } output { name: "output" data_type: TYPE_FP32 dims: 1000 label_filename: "labels.txt" } instance_group { count: 1 kind: KIND_GPU } dynamic_batching { preferred_batch_size: 128 } model_warmup { name: "bs128 Warmup" batch_size: 128 inputs: { key: "input" value: { data_type: TYPE_FP32 dims: 3 dims: 224 dims: 224 zero_data: false } } }