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ModelConfig.cs
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44 lines (36 loc) · 1.33 KB
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// Copyright (c) TensorStack. All rights reserved.
// Licensed under the Apache 2.0 License.
using System;
using System.Text.Json.Serialization;
using Microsoft.ML.OnnxRuntime;
namespace TensorStack.Common
{
public record ModelConfig
{
[JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingDefault)]
public string Path { get; set; }
[JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingDefault)]
public bool IsOptimizationSupported { get; set; }
[JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)]
public ExecutionProvider ExecutionProvider { get; private set; }
public virtual void SetProvider(ExecutionProvider executionProvider)
{
ExecutionProvider = executionProvider;
}
}
public class ExecutionProvider
{
private readonly string _name;
private readonly Func<ModelConfig, SessionOptions> _sessionOptionsFactory;
public ExecutionProvider(string name, Func<ModelConfig, SessionOptions> sessionOptionsFactory)
{
_name = name;
_sessionOptionsFactory = sessionOptionsFactory;
}
public string Name => _name;
public SessionOptions CreateSession(ModelConfig modelConfig)
{
return _sessionOptionsFactory(modelConfig);
}
}
}