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