triton-inference-server / local_cache Goto Github PK
View Code? Open in Web Editor NEWImplementation of a local in-memory cache for Triton Inference Server's TRITONCACHE API
License: BSD 3-Clause "New" or "Revised" License
Implementation of a local in-memory cache for Triton Inference Server's TRITONCACHE API
License: BSD 3-Clause "New" or "Revised" License
Experiencing this error when starting a sagemaker endpoint with local-cache:
error: creating server: Invalid argument - unable to find 'libtritoncache_local.so' for cache. Searched: /opt/tritonserver/caches
endpoint image: 746233611703.dkr.ecr.eu-central-1.amazonaws.com/sagemaker-tritonserver:23.12-py3
environment variables:
"Environment": {
"SAGEMAKER_TRITON_DEFAULT_MODEL_NAME": "ensemble",
"SAGEMAKER_TRITON_THREAD_COUNT": "10",
"SAGEMAKER_TRITON_LOG_INFO": "true",
"SAGEMAKER_TRITON_LOG_VERBOSE": "true",
"SAGEMAKER_TRITON_ALLOW_METRICS": "true",
"SAGEMAKER_TRITON_PUBLISH_METRICS_TO_CLOUDWATCH": "true",
"SAGEMAKER_TRITON_CLOUDWATCH_LOG_GROUP": f"/aws/SageMaker/Endpoints/TritonMetrics/{EXPERIMENT}",
"SAGEMAKER_TRITON_CLOUDWATCH_METRIC_NAMESPACE": f"/aws/SageMaker/Endpoints/TritonMetrics/{EXPERIMENT}",
"SAGEMAKER_TRITON_METRICS_PORT": "22000",
"SAGEMAKER_TRITON_ADDITIONAL_ARGS": "--cache-config local,size=1000000",
},
Any idea ho to add libtritoncache_local
to sagemaker image ?
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