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@tensorflower-gardener @kirilg @fangweili
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syntax = "proto3";
package tensorflow.serving;
option cc_enable_arenas = true;
import "tensorflow/core/framework/tensor.proto";
import "tensorflow_serving/apis/model.proto";
// PredictRequest specifies which TensorFlow model to run, as well as
// how inputs are mapped to tensors and how outputs are filtered before
// returning to user.
message PredictRequest {
// Model Specification. If version is not specified, will use the latest
// (numerical) version.
ModelSpec model_spec = 1;
// Input tensors.
// Names of input tensor are alias names. The mapping from aliases to real
// input tensor names is stored in the SavedModel export as a prediction
// SignatureDef under the 'inputs' field.
map<string, TensorProto> inputs = 2;
// Output filter.
// Names specified are alias names. The mapping from aliases to real output
// tensor names is stored in the SavedModel export as a prediction
// SignatureDef under the 'outputs' field.
// Only tensors specified here will be run/fetched and returned, with the
// exception that when none is specified, all tensors specified in the
// named signature will be run/fetched and returned.
repeated string output_filter = 3;
}
// Response for PredictRequest on successful run.
message PredictResponse {
// Effective Model Specification used to process PredictRequest.
ModelSpec model_spec = 2;
// Output tensors.
map<string, TensorProto> outputs = 1;
}
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