# triton-identity_backend

**Repository Path**: luo_zhi_cheng/triton-identity_backend

## Basic Information

- **Project Name**: triton-identity_backend
- **Description**: 23.12 23.12
- **Primary Language**: Unknown
- **License**: BSD-3-Clause
- **Default Branch**: r23.12
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2024-01-11
- **Last Updated**: 2024-08-22

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

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[![License](https://img.shields.io/badge/License-BSD3-lightgrey.svg)](https://opensource.org/licenses/BSD-3-Clause)

# Triton Inference Server Identity Backend

A simple Triton backend that copies input tensors to corresponding
output tensors. This backend is used primarily for testing. To learn
more about writing your own Triton backend including simple examples,
see the documentation included in the [backend
repo](https://github.com/triton-inference-server/backend).

Ask questions or report problems with the Identity backend in the main
Triton [issues
page](https://github.com/triton-inference-server/server/issues).

## Build

Use cmake to build and install in a local directory.

```
$ mkdir build
$ cd build
$ cmake -DTRITON_ENABLE_GPU=ON -DCMAKE_INSTALL_PREFIX:PATH=`pwd`/install ..
$ make install
```

The following required Triton repositories will be pulled and used in
the build. By default the "main" branch/tag will be used for each repo
but the listed CMake argument can be used to override.

* triton-inference-server/backend: -DTRITON_BACKEND_REPO_TAG=[tag]
* triton-inference-server/core: -DTRITON_CORE_REPO_TAG=[tag]
* triton-inference-server/common: -DTRITON_COMMON_REPO_TAG=[tag]

If you are building on a release branch (or on a development branch
that is based off of a release branch), then you must set these cmake
arguments to point to that release branch as well. For example, if you
are building the r23.04 identity_backend branch then you need to use
the following additional cmake flags:

```
-DTRITON_BACKEND_REPO_TAG=r23.04
-DTRITON_CORE_REPO_TAG=r23.04
-DTRITON_COMMON_REPO_TAG=r23.04
```

## Custom Metric Example

When `TRITON_ENABLE_METRICS` is enabled, this backend implements an example
of registering a custom metric to Triton's existing metrics endpoint via the
[Metrics API](https://github.com/triton-inference-server/server/blob/main/docs/user_guide/metrics.md#custom-metrics).

This metric will track the cumulative `input_byte_size` of all requests
to this backend per-model. Here's an example output of the custom metric
from Triton's metrics endpoint after a few requests to each model:

```
# HELP input_byte_size_counter Cumulative input byte size of all requests received by the model
# TYPE input_byte_size_counter counter
input_byte_size_counter{model="identity_uint32",version="1"} 64.000000
input_byte_size_counter{model="identity_fp32",version="1"} 32.000000
```

This example can be referenced to implement custom metrics for various use cases.