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Update main post-23.05 release (#698)
* Update README and versions for 23.05 branch * Update DCGM version (#692) * Update Keyring URL location (#693) * Set DCGM 2.4.7 version (#695)
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Dockerfile

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# See the License for the specific language governing permissions and
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# limitations under the License.
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ARG BASE_IMAGE=nvcr.io/nvidia/tritonserver:23.04-py3
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ARG TRITONSDK_BASE_IMAGE=nvcr.io/nvidia/tritonserver:23.04-py3-sdk
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ARG BASE_IMAGE=nvcr.io/nvidia/tritonserver:23.05-py3
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ARG TRITONSDK_BASE_IMAGE=nvcr.io/nvidia/tritonserver:23.05-py3-sdk
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ARG MODEL_ANALYZER_VERSION=1.29.0dev
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ARG MODEL_ANALYZER_CONTAINER_VERSION=23.06dev
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ARG TRITONSDK_BASE_IMAGE
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# DCGM version to install for Model Analyzer
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ENV DCGM_VERSION=2.2.9
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ENV DCGM_VERSION=2.4.7
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# Ensure apt-get won't prompt for selecting options
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ENV DEBIAN_FRONTEND=noninteractive
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RUN [ "$(uname -m)" != "x86_64" ] && arch="sbsa" || arch="x86_64" && \
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curl -o /tmp/cuda-keyring.deb \
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https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2004/$arch/cuda-keyring_1.0-1_all.deb && \
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https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/$arch/cuda-keyring_1.0-1_all.deb && \
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apt-get install /tmp/cuda-keyring.deb && rm /tmp/cuda-keyring.deb && \
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apt-get update && apt-get install -y --no-install-recommends software-properties-common && \
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apt-get install -y datacenter-gpu-manager=1:${DCGM_VERSION};

README.md

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2020

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**LATEST RELEASE: You are currently on the main branch which tracks
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under-development progress towards the next release. The latest
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release of the Triton Model Analyzer is 1.27.0 and is available on
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release of the Triton Model Analyzer is 1.28.0 and is available on
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branch
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[r23.04](https://github.com/triton-inference-server/model_analyzer/tree/r23.04).**
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[r23.05](https://github.com/triton-inference-server/model_analyzer/tree/r23.05).**
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Triton Model Analyzer is a CLI tool which can help you find a more optimal configuration, on a given piece of hardware, for single, multiple, ensemble, or BLS models running on a [Triton Inference Server](https://github.com/triton-inference-server/server/). Model Analyzer will also generate reports to help you better understand the trade-offs of the different configurations along with their compute and memory requirements.
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<br><br>

docs/config.md

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[ reload_model_disable: <bool> | default: false]
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# Triton Docker image tag used when launching using Docker mode
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[ triton_docker_image: <string> | default: nvcr.io/nvidia/tritonserver:23.04-py3 ]
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[ triton_docker_image: <string> | default: nvcr.io/nvidia/tritonserver:23.05-py3 ]
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# Triton Server HTTP endpoint url used by Model Analyzer client"
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[ triton_http_endpoint: <string> | default: localhost:8000 ]

docs/kubernetes_deploy.md

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triton:
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image: nvcr.io/nvidia/tritonserver
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tag: 23.04-py3
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tag: 23.05-py3
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```
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The model analyzer executable uses the config file defined in `helm-chart/templates/config-map.yaml`. This config can be modified to supply arguments to model analyzer. Only the content under the `config.yaml` section of the file should be modified.

docs/mm_quick_start.md

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**1. Pull the SDK container:**
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```
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docker pull nvcr.io/nvidia/tritonserver:23.04-py3-sdk
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docker pull nvcr.io/nvidia/tritonserver:23.05-py3-sdk
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```
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**2. Run the SDK container**
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-v /var/run/docker.sock:/var/run/docker.sock \
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-v $(pwd)/examples/quick-start:$(pwd)/examples/quick-start \
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-v <path-to-output-model-repo>:<path-to-output-model-repo> \
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--net=host nvcr.io/nvidia/tritonserver:23.04-py3-sdk
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--net=host nvcr.io/nvidia/tritonserver:23.05-py3-sdk
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```
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**Replacing** `<path-to-output-model-repo>` with the

docs/quick_start.md

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**1. Pull the SDK container:**
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```
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docker pull nvcr.io/nvidia/tritonserver:23.04-py3-sdk
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docker pull nvcr.io/nvidia/tritonserver:23.05-py3-sdk
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```
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**2. Run the SDK container**
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-v /var/run/docker.sock:/var/run/docker.sock \
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-v $(pwd)/examples/quick-start:$(pwd)/examples/quick-start \
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-v <path-to-output-model-repo>:<path-to-output-model-repo> \
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--net=host nvcr.io/nvidia/tritonserver:23.04-py3-sdk
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--net=host nvcr.io/nvidia/tritonserver:23.05-py3-sdk
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```
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**Replacing** `<path-to-output-model-repo>` with the

helm-chart/values.yaml

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triton:
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image: nvcr.io/nvidia/tritonserver
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tag: 23.04-py3
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tag: 23.05-py3

model_analyzer/config/input/config_defaults.py

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DEFAULT_RUN_CONFIG_PROFILE_MODELS_CONCURRENTLY_ENABLE = False
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DEFAULT_REQUEST_RATE_SEARCH_ENABLE = False
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DEFAULT_TRITON_LAUNCH_MODE = 'local'
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DEFAULT_TRITON_DOCKER_IMAGE = 'nvcr.io/nvidia/tritonserver:23.04-py3'
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DEFAULT_TRITON_DOCKER_IMAGE = 'nvcr.io/nvidia/tritonserver:23.05-py3'
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DEFAULT_TRITON_HTTP_ENDPOINT = 'localhost:8000'
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DEFAULT_TRITON_GRPC_ENDPOINT = 'localhost:8001'
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DEFAULT_TRITON_METRICS_URL = 'http://localhost:8002/metrics'

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