Migration of Keras Rest Protocol test on triton for Kserve (UI -> API) #2182
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| @@ -42,7 +42,9 @@ | |||
| ${KSERVE_RUNTIME_REST_NAME}= triton-kserve-runtime | |||
| ${PYTORCH_MODEL_NAME}= resnet50 | |||
| ${INFERENCE_REST_INPUT_PYTORCH}= @tests/Resources/Files/triton/kserve-triton-resnet-rest-input.json | |||
| ${EXPECTED_INFERENCE_REST_OUTPUT_FILE__PYTORCH}= tests/Resources/Files/triton/kserve-triton-resnet-rest-output.json | |||
| ${EXPECTED_INFERENCE_REST_OUTPUT_FILE_PYTORCH}= tests/Resources/Files/triton/kserve-triton-resnet-rest-output.json | |||
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| ... isvc_names=${models_names} wait_prj_deletion=${FALSE} kserve_mode=${KSERVE_MODE} | |||
| ... AND | |||
| ... Run Keyword If "${KSERVE_MODE}"=="RawDeployment" Terminate Process triton-process kill=true | |||
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| ... isvc_names=${models_names} wait_prj_deletion=${FALSE} kserve_mode=${KSERVE_MODE} | |||
| ... AND | |||
| ... Run Keyword If "${KSERVE_MODE}"=="RawDeployment" Terminate Process triton-process kill=true | |||
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| Test Keras Model Rest Inference Via API (Triton on Kserve) # robocop: off=too-long-test-case | |||
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| [Tags] Tier2 RHOAIENG-16911 | ||
| Setup Test Variables model_name=${PYTORCH_MODEL_NAME} use_pvc=${FALSE} use_gpu=${FALSE} | ||
| ... kserve_mode=${KSERVE_MODE} model_path=tritonkeras/model_repository/ | ||
| Set Project And Runtime runtime=${KSERVE_RUNTIME_REST_NAME} protocol=${PROTOCOL} namespace=${test_namespace} |
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| Set Project And Runtime runtime=${KSERVE_RUNTIME_REST_NAME} protocol=${PROTOCOL} namespace=${test_namespace} | ||
| ... download_in_pvc=${DOWNLOAD_IN_PVC} model_name=${PYTORCH_MODEL_NAME} | ||
| ... storage_size=100Mi memory_request=100Mi | ||
| ${requests}= Create Dictionary memory=1Gi |
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| END | ||
| ${EXPECTED_INFERENCE_REST_OUTPUT_KERAS}= Load Json File | ||
| ... file_path=${EXPECTED_INFERENCE_REST_OUTPUT_FILE_KERAS} as_string=${TRUE} | ||
| Verify Model Inference With Retries model_name=${PYTORCH_MODEL_NAME} inference_input=${INFERENCE_REST_INPUT_KERAS} |
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Verified with Jenkins Build 2384 |
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[APPROVALNOTIFIER] This PR is NOT APPROVED This pull-request has been approved by: bdattoma, rpancham, tarukumar The full list of commands accepted by this bot can be found here.
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