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49 lines
1.2 KiB
Protocol Buffer
49 lines
1.2 KiB
Protocol Buffer
syntax = "proto3";
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option cc_enable_arenas = true;
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import "tensorflow_serving/apis/input.proto";
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import "tensorflow_serving/apis/model.proto";
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package tensorflow.serving;
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// A single class.
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message Class {
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// Label or name of the class.
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string label = 1;
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// Score for this class (e.g., the probability the item belongs to this
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// class). As per the proto3 default-value semantics, if the score is missing,
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// it should be treated as 0.
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float score = 2;
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}
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// List of classes for a single item (tensorflow.Example).
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message Classifications {
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repeated Class classes = 1;
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}
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// Contains one result per input example, in the same order as the input in
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// ClassificationRequest.
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message ClassificationResult {
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repeated Classifications classifications = 1;
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}
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// RPC Interfaces
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message ClassificationRequest {
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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 data.
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tensorflow.serving.Input input = 2;
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}
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message ClassificationResponse {
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// Effective Model Specification used for classification.
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ModelSpec model_spec = 2;
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// Result of the classification.
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ClassificationResult result = 1;
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}
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