diff --git a/datasets/coco/README.md b/datasets/coco/README.md index fcee93bd7..cb7af356b 100644 --- a/datasets/coco/README.md +++ b/datasets/coco/README.md @@ -107,7 +107,7 @@ format. --env OUTPUT_DIR=${OUTPUT_DIR} \ -v ${DATASET_DIR}:${DATASET_DIR} \ -v ${OUTPUT_DIR}:${OUTPUT_DIR} \ - -t intel/object-detection:tf-1.15.2-imz-2.2.0-preprocess-coco-val + -t intel/object-detection:tf-1.15.2-preprocess-coco-val ``` After the script completes, the `OUTPUT_DIR` will have a TF records file diff --git a/dockerfiles/ml/scikit-learn-databricks/README.md b/dockerfiles/ml/scikit-learn-databricks/README.md index 9072e0be1..f20c85cc7 100644 --- a/dockerfiles/ml/scikit-learn-databricks/README.md +++ b/dockerfiles/ml/scikit-learn-databricks/README.md @@ -5,7 +5,7 @@ It's based on Scikit-learn and TensorFlow conda packages from Intel channel To build the container try this: ``` -docker build -f scikit-learn-databricks.Dockerfile . -t intel/intel-optimized-ml:tf-2.3.0-imz-2.2.0-scikit-learn +docker build -f scikit-learn-databricks.Dockerfile . -t intel/intel-optimized-ml:tf-2.3.0-scikit-learn ``` To run the workflow try this: diff --git a/k8s/image_recognition/tensorflow/resnet50v1_5/training/fp32/mlops/multi-node/user-allocated-pvc/Krmfile b/k8s/image_recognition/tensorflow/resnet50v1_5/training/fp32/mlops/multi-node/user-allocated-pvc/Krmfile index f2c491cc7..de1f6c64c 100644 --- a/k8s/image_recognition/tensorflow/resnet50v1_5/training/fp32/mlops/multi-node/user-allocated-pvc/Krmfile +++ b/k8s/image_recognition/tensorflow/resnet50v1_5/training/fp32/mlops/multi-node/user-allocated-pvc/Krmfile @@ -83,7 +83,7 @@ openAPI: x-k8s-cli: setter: name: IMAGE_VERSION - value: tf-2.3.0-imz-2.2.0 + value: tf-2.3.0 isSet: true setBy: model-builder io.k8s.cli.setters.MODEL_DIR: diff --git a/k8s/image_recognition/tensorflow/resnet50v1_5/training/fp32/mlops/multi-node/user-allocated-pvc/mpi-job.yaml b/k8s/image_recognition/tensorflow/resnet50v1_5/training/fp32/mlops/multi-node/user-allocated-pvc/mpi-job.yaml index 5a98fd56c..393882daf 100644 --- a/k8s/image_recognition/tensorflow/resnet50v1_5/training/fp32/mlops/multi-node/user-allocated-pvc/mpi-job.yaml +++ b/k8s/image_recognition/tensorflow/resnet50v1_5/training/fp32/mlops/multi-node/user-allocated-pvc/mpi-job.yaml @@ -15,7 +15,7 @@ spec: - name: mpi-launcher imagePullPolicy: IfNotPresent workingDir: /workspace/resnet50v1-5-fp32-training # {"$openapi":"MODEL_DIR"} - image: docker.io/intel/image-recognition:tf-2.3.0-imz-2.2.0-resnet50v1-5-fp32-training # {"$openapi":"IMAGE"} + image: docker.io/intel/image-recognition:tf-2.3.0-resnet50v1-5-fp32-training # {"$openapi":"IMAGE"} securityContext: runAsUser: 0 # {"$openapi":"USER_ID"} runAsGroup: 0 # {"$openapi":"GROUP_ID"} @@ -90,7 +90,7 @@ spec: - name: mpi-worker imagePullPolicy: IfNotPresent workingDir: /workspace/resnet50v1-5-fp32-training # {"$openapi":"MODEL_DIR"} - image: docker.io/intel/image-recognition:tf-2.3.0-imz-2.2.0-resnet50v1-5-fp32-training # {"$openapi":"IMAGE"} + image: docker.io/intel/image-recognition:tf-2.3.0-resnet50v1-5-fp32-training # {"$openapi":"IMAGE"} securityContext: runAsUser: 0 # {"$openapi":"USER_ID"} runAsGroup: 0 # {"$openapi":"GROUP_ID"} diff --git a/k8s/image_recognition/tensorflow/resnet50v1_5/training/fp32/mlops/multi-node/user-mounted-nfs/Krmfile b/k8s/image_recognition/tensorflow/resnet50v1_5/training/fp32/mlops/multi-node/user-mounted-nfs/Krmfile index 467cacb1d..a10b8c1b2 100644 --- a/k8s/image_recognition/tensorflow/resnet50v1_5/training/fp32/mlops/multi-node/user-mounted-nfs/Krmfile +++ b/k8s/image_recognition/tensorflow/resnet50v1_5/training/fp32/mlops/multi-node/user-mounted-nfs/Krmfile @@ -83,7 +83,7 @@ openAPI: x-k8s-cli: setter: name: IMAGE_VERSION - value: tf-2.3.0-imz-2.2.0 + value: tf-2.3.0 isSet: true setBy: model-builder io.k8s.cli.setters.MODEL_DIR: diff --git a/k8s/image_recognition/tensorflow/resnet50v1_5/training/fp32/mlops/multi-node/user-mounted-nfs/mpi-job.yaml b/k8s/image_recognition/tensorflow/resnet50v1_5/training/fp32/mlops/multi-node/user-mounted-nfs/mpi-job.yaml index 8d9ec9977..6d7299d51 100644 --- a/k8s/image_recognition/tensorflow/resnet50v1_5/training/fp32/mlops/multi-node/user-mounted-nfs/mpi-job.yaml +++ b/k8s/image_recognition/tensorflow/resnet50v1_5/training/fp32/mlops/multi-node/user-mounted-nfs/mpi-job.yaml @@ -16,7 +16,7 @@ spec: - name: mpi-launcher imagePullPolicy: IfNotPresent workingDir: /workspace/resnet50v1-5-fp32-training # {"$openapi":"MODEL_DIR"} - image: docker.io/intel/image-recognition:tf-2.3.0-imz-2.2.0-resnet50v1-5-fp32-training # {"$openapi":"IMAGE"} + image: docker.io/intel/image-recognition:tf-2.3.0-resnet50v1-5-fp32-training # {"$openapi":"IMAGE"} securityContext: runAsUser: 0 # {"$openapi":"USER_ID"} runAsGroup: 0 # {"$openapi":"GROUP_ID"} @@ -92,7 +92,7 @@ spec: - name: mpi-worker imagePullPolicy: IfNotPresent workingDir: /workspace/resnet50v1-5-fp32-training # {"$openapi":"MODEL_DIR"} - image: docker.io/intel/image-recognition:tf-2.3.0-imz-2.2.0-resnet50v1-5-fp32-training # {"$openapi":"IMAGE"} + image: docker.io/intel/image-recognition:tf-2.3.0-resnet50v1-5-fp32-training # {"$openapi":"IMAGE"} securityContext: runAsUser: 0 # {"$openapi":"USER_ID"} runAsGroup: 0 # {"$openapi":"GROUP_ID"} diff --git a/k8s/image_recognition/tensorflow/resnet50v1_5/training/fp32/mlops/single-node/user-allocated-pvc/Krmfile b/k8s/image_recognition/tensorflow/resnet50v1_5/training/fp32/mlops/single-node/user-allocated-pvc/Krmfile index fff8befb5..c5c593373 100644 --- a/k8s/image_recognition/tensorflow/resnet50v1_5/training/fp32/mlops/single-node/user-allocated-pvc/Krmfile +++ b/k8s/image_recognition/tensorflow/resnet50v1_5/training/fp32/mlops/single-node/user-allocated-pvc/Krmfile @@ -107,7 +107,7 @@ openAPI: x-k8s-cli: setter: name: IMAGE_VERSION - value: tf-2.3.0-imz-2.2.0 + value: tf-2.3.0 isSet: true setBy: model-builder io.k8s.cli.substitutions.GROUP_ID_VALUE: diff --git a/k8s/image_recognition/tensorflow/resnet50v1_5/training/fp32/mlops/single-node/user-allocated-pvc/pod.yaml b/k8s/image_recognition/tensorflow/resnet50v1_5/training/fp32/mlops/single-node/user-allocated-pvc/pod.yaml index fbc09a9c0..85b3a223d 100644 --- a/k8s/image_recognition/tensorflow/resnet50v1_5/training/fp32/mlops/single-node/user-allocated-pvc/pod.yaml +++ b/k8s/image_recognition/tensorflow/resnet50v1_5/training/fp32/mlops/single-node/user-allocated-pvc/pod.yaml @@ -10,7 +10,7 @@ spec: fsGroup: 0 # {"$openapi":"FS_ID"} containers: - name: single-node - image: docker.io/intel/image-recognition:tf-2.3.0-imz-2.2.0-resnet50v1-5-fp32-training # {"$openapi":"IMAGE"} + image: docker.io/intel/image-recognition:tf-2.3.0-resnet50v1-5-fp32-training # {"$openapi":"IMAGE"} workingDir: /workspace/resnet50v1-5-fp32-training # {"$openapi":"MODEL_DIR"} command: - python diff --git a/k8s/image_recognition/tensorflow/resnet50v1_5/training/fp32/mlops/single-node/user-mounted-nfs/Krmfile b/k8s/image_recognition/tensorflow/resnet50v1_5/training/fp32/mlops/single-node/user-mounted-nfs/Krmfile index 4e428e336..b8c3a482b 100644 --- a/k8s/image_recognition/tensorflow/resnet50v1_5/training/fp32/mlops/single-node/user-mounted-nfs/Krmfile +++ b/k8s/image_recognition/tensorflow/resnet50v1_5/training/fp32/mlops/single-node/user-mounted-nfs/Krmfile @@ -65,7 +65,7 @@ openAPI: x-k8s-cli: setter: name: IMAGE_VERSION - value: tf-2.3.0-imz-2.2.0 + value: tf-2.3.0 isSet: true setBy: model-builder io.k8s.cli.substitutions.GROUP_ID_VALUE: diff --git a/k8s/image_recognition/tensorflow/resnet50v1_5/training/fp32/mlops/single-node/user-mounted-nfs/pod.yaml b/k8s/image_recognition/tensorflow/resnet50v1_5/training/fp32/mlops/single-node/user-mounted-nfs/pod.yaml index 2dae80b0f..d13a895c5 100644 --- a/k8s/image_recognition/tensorflow/resnet50v1_5/training/fp32/mlops/single-node/user-mounted-nfs/pod.yaml +++ b/k8s/image_recognition/tensorflow/resnet50v1_5/training/fp32/mlops/single-node/user-mounted-nfs/pod.yaml @@ -10,7 +10,7 @@ spec: fsGroup: 0 # {"$openapi":"FS_ID"} containers: - name: single-node - image: docker.io/intel/image-recognition:tf-2.3.0-imz-2.2.0-resnet50v1-5-fp32-training # {"$openapi":"IMAGE"} + image: docker.io/intel/image-recognition:tf-2.3.0-resnet50v1-5-fp32-training # {"$openapi":"IMAGE"} workingDir: /workspace/resnet50v1-5-fp32-training # {"$openapi":"MODEL_DIR"} command: - python diff --git a/k8s/language_modeling/tensorflow/bert_large/training/fp32/mlops/multi-node/user-allocated-pvc/Krmfile b/k8s/language_modeling/tensorflow/bert_large/training/fp32/mlops/multi-node/user-allocated-pvc/Krmfile index 51ab213d7..60659da51 100644 --- a/k8s/language_modeling/tensorflow/bert_large/training/fp32/mlops/multi-node/user-allocated-pvc/Krmfile +++ b/k8s/language_modeling/tensorflow/bert_large/training/fp32/mlops/multi-node/user-allocated-pvc/Krmfile @@ -112,7 +112,7 @@ openAPI: x-k8s-cli: setter: name: IMAGE_VERSION - value: tf-2.3.0-imz-2.2.0 + value: tf-2.3.0 isSet: true setBy: model-builder io.k8s.cli.substitutions.GROUP_ID_VALUE: diff --git a/k8s/language_modeling/tensorflow/bert_large/training/fp32/mlops/multi-node/user-allocated-pvc/mpi-job.yaml b/k8s/language_modeling/tensorflow/bert_large/training/fp32/mlops/multi-node/user-allocated-pvc/mpi-job.yaml index a754a8f5e..525d2ba1c 100644 --- a/k8s/language_modeling/tensorflow/bert_large/training/fp32/mlops/multi-node/user-allocated-pvc/mpi-job.yaml +++ b/k8s/language_modeling/tensorflow/bert_large/training/fp32/mlops/multi-node/user-allocated-pvc/mpi-job.yaml @@ -15,7 +15,7 @@ spec: - name: mpi-launcher imagePullPolicy: IfNotPresent workingDir: /workspace/bert-large-fp32-training # {"$openapi":"MODEL_DIR"} - image: docker.io/intel/language-modeling:tf-2.3.0-imz-2.2.0-bert-large-fp32-training # {"$openapi":"IMAGE"} + image: docker.io/intel/language-modeling:tf-2.3.0-bert-large-fp32-training # {"$openapi":"IMAGE"} securityContext: runAsUser: 0 # {"$openapi":"USER_ID"} runAsGroup: 0 # {"$openapi":"GROUP_ID"} @@ -87,7 +87,7 @@ spec: - name: mpi-worker imagePullPolicy: IfNotPresent workingDir: /workspace/bert-large-fp32-training # {"$openapi":"MODEL_DIR"} - image: docker.io/intel/language-modeling:tf-2.3.0-imz-2.2.0-bert-large-fp32-training # {"$openapi":"IMAGE"} + image: docker.io/intel/language-modeling:tf-2.3.0-bert-large-fp32-training # {"$openapi":"IMAGE"} securityContext: runAsUser: 0 # {"$openapi":"USER_ID"} runAsGroup: 0 # {"$openapi":"GROUP_ID"} diff --git a/k8s/language_modeling/tensorflow/bert_large/training/fp32/mlops/multi-node/user-mounted-nfs/Krmfile b/k8s/language_modeling/tensorflow/bert_large/training/fp32/mlops/multi-node/user-mounted-nfs/Krmfile index 3349ca778..06cdf3065 100644 --- a/k8s/language_modeling/tensorflow/bert_large/training/fp32/mlops/multi-node/user-mounted-nfs/Krmfile +++ b/k8s/language_modeling/tensorflow/bert_large/training/fp32/mlops/multi-node/user-mounted-nfs/Krmfile @@ -112,7 +112,7 @@ openAPI: x-k8s-cli: setter: name: IMAGE_VERSION - value: tf-2.3.0-imz-2.2.0 + value: tf-2.3.0 isSet: true setBy: model-builder io.k8s.cli.substitutions.GROUP_ID_VALUE: diff --git a/k8s/language_modeling/tensorflow/bert_large/training/fp32/mlops/multi-node/user-mounted-nfs/mpi-job.yaml b/k8s/language_modeling/tensorflow/bert_large/training/fp32/mlops/multi-node/user-mounted-nfs/mpi-job.yaml index 4d770778b..757e006fe 100644 --- a/k8s/language_modeling/tensorflow/bert_large/training/fp32/mlops/multi-node/user-mounted-nfs/mpi-job.yaml +++ b/k8s/language_modeling/tensorflow/bert_large/training/fp32/mlops/multi-node/user-mounted-nfs/mpi-job.yaml @@ -15,7 +15,7 @@ spec: - name: mpi-launcher imagePullPolicy: IfNotPresent workingDir: /workspace/bert-large-fp32-training # {"$openapi":"MODEL_DIR"} - image: docker.io/intel/language-modeling:tf-2.3.0-imz-2.2.0-bert-large-fp32-training # {"$openapi":"IMAGE"} + image: docker.io/intel/language-modeling:tf-2.3.0-bert-large-fp32-training # {"$openapi":"IMAGE"} securityContext: runAsUser: 0 # {"$openapi":"USER_ID"} runAsGroup: 0 # {"$openapi":"GROUP_ID"} @@ -86,7 +86,7 @@ spec: - name: mpi-worker imagePullPolicy: IfNotPresent workingDir: /workspace/bert-large-fp32-training # {"$openapi":"MODEL_DIR"} - image: docker.io/intel/language-modeling:tf-2.3.0-imz-2.2.0-bert-large-fp32-training # {"$openapi":"IMAGE"} + image: docker.io/intel/language-modeling:tf-2.3.0-bert-large-fp32-training # {"$openapi":"IMAGE"} securityContext: runAsUser: 0 # {"$openapi":"USER_ID"} runAsGroup: 0 # {"$openapi":"GROUP_ID"} diff --git a/k8s/language_modeling/tensorflow/bert_large/training/fp32/mlops/single-node/user-allocated-pvc/Krmfile b/k8s/language_modeling/tensorflow/bert_large/training/fp32/mlops/single-node/user-allocated-pvc/Krmfile index 0f4988c4a..1ea7aec97 100644 --- a/k8s/language_modeling/tensorflow/bert_large/training/fp32/mlops/single-node/user-allocated-pvc/Krmfile +++ b/k8s/language_modeling/tensorflow/bert_large/training/fp32/mlops/single-node/user-allocated-pvc/Krmfile @@ -81,7 +81,7 @@ openAPI: x-k8s-cli: setter: name: IMAGE_VERSION - value: tf-2.3.0-imz-2.2.0 + value: tf-2.3.0 isSet: true setBy: model-builder io.k8s.cli.substitutions.GROUP_ID_VALUE: diff --git a/k8s/language_modeling/tensorflow/bert_large/training/fp32/mlops/single-node/user-allocated-pvc/pod.yaml b/k8s/language_modeling/tensorflow/bert_large/training/fp32/mlops/single-node/user-allocated-pvc/pod.yaml index ee292352a..affea18d4 100644 --- a/k8s/language_modeling/tensorflow/bert_large/training/fp32/mlops/single-node/user-allocated-pvc/pod.yaml +++ b/k8s/language_modeling/tensorflow/bert_large/training/fp32/mlops/single-node/user-allocated-pvc/pod.yaml @@ -10,7 +10,7 @@ spec: fsGroup: 0 # {"$openapi":"FS_ID"} initContainers: - name: create-output-dir - image: docker.io/intel/language-modeling:tf-2.3.0-imz-2.2.0-bert-large-fp32-training # {"$openapi":"IMAGE"} + image: docker.io/intel/language-modeling:tf-2.3.0-bert-large-fp32-training # {"$openapi":"IMAGE"} imagePullPolicy: IfNotPresent workingDir: /workspace/bert-large-fp32-training # {"$openapi":"MODEL_DIR"} command: @@ -25,7 +25,7 @@ spec: - name: pvc-path mountPath: /pvc # {"$openapi":"PVC_PATH"} - name: create-checkpoint-dir - image: docker.io/intel/language-modeling:tf-2.3.0-imz-2.2.0-bert-large-fp32-training # {"$openapi":"IMAGE"} + image: docker.io/intel/language-modeling:tf-2.3.0-bert-large-fp32-training # {"$openapi":"IMAGE"} imagePullPolicy: IfNotPresent workingDir: /workspace/bert-large-fp32-training # {"$openapi":"MODEL_DIR"} command: @@ -41,7 +41,7 @@ spec: mountPath: /pvc # {"$openapi":"PVC_PATH"} containers: - name: single-node - image: docker.io/intel/language-modeling:tf-2.3.0-imz-2.2.0-bert-large-fp32-training # {"$openapi":"IMAGE"} + image: docker.io/intel/language-modeling:tf-2.3.0-bert-large-fp32-training # {"$openapi":"IMAGE"} workingDir: /workspace/bert-large-fp32-training # {"$openapi":"MODEL_DIR"} envFrom: - configMapRef: diff --git a/k8s/language_modeling/tensorflow/bert_large/training/fp32/mlops/single-node/user-mounted-nfs/Krmfile b/k8s/language_modeling/tensorflow/bert_large/training/fp32/mlops/single-node/user-mounted-nfs/Krmfile index d04e11f30..f95935fc1 100644 --- a/k8s/language_modeling/tensorflow/bert_large/training/fp32/mlops/single-node/user-mounted-nfs/Krmfile +++ b/k8s/language_modeling/tensorflow/bert_large/training/fp32/mlops/single-node/user-mounted-nfs/Krmfile @@ -81,7 +81,7 @@ openAPI: x-k8s-cli: setter: name: IMAGE_VERSION - value: tf-2.3.0-imz-2.2.0 + value: tf-2.3.0 isSet: true setBy: model-builder io.k8s.cli.substitutions.GROUP_ID_VALUE: diff --git a/k8s/language_modeling/tensorflow/bert_large/training/fp32/mlops/single-node/user-mounted-nfs/pod.yaml b/k8s/language_modeling/tensorflow/bert_large/training/fp32/mlops/single-node/user-mounted-nfs/pod.yaml index 21b2e02c8..67bd4b8fe 100644 --- a/k8s/language_modeling/tensorflow/bert_large/training/fp32/mlops/single-node/user-mounted-nfs/pod.yaml +++ b/k8s/language_modeling/tensorflow/bert_large/training/fp32/mlops/single-node/user-mounted-nfs/pod.yaml @@ -10,7 +10,7 @@ spec: fsGroup: 0 # {"$openapi":"FS_ID"} initContainers: - name: create-output-dir - image: docker.io/intel/language-modeling:tf-2.3.0-imz-2.2.0-bert-large-fp32-training # {"$openapi":"IMAGE"} + image: docker.io/intel/language-modeling:tf-2.3.0-bert-large-fp32-training # {"$openapi":"IMAGE"} imagePullPolicy: IfNotPresent workingDir: /workspace/bert-large-fp32-training # {"$openapi":"MODEL_DIR"} command: @@ -25,7 +25,7 @@ spec: - name: nfs-path mountPath: /nfs # {"$openapi":"NFS_PATH"} - name: create-checkpoint-dir - image: docker.io/intel/language-modeling:tf-2.3.0-imz-2.2.0-bert-large-fp32-training # {"$openapi":"IMAGE"} + image: docker.io/intel/language-modeling:tf-2.3.0-bert-large-fp32-training # {"$openapi":"IMAGE"} imagePullPolicy: IfNotPresent workingDir: /workspace/bert-large-fp32-training # {"$openapi":"MODEL_DIR"} command: @@ -41,7 +41,7 @@ spec: mountPath: /nfs # {"$openapi":"NFS_PATH"} containers: - name: single-node - image: docker.io/intel/language-modeling:tf-2.3.0-imz-2.2.0-bert-large-fp32-training # {"$openapi":"IMAGE"} + image: docker.io/intel/language-modeling:tf-2.3.0-bert-large-fp32-training # {"$openapi":"IMAGE"} workingDir: /workspace/bert-large-fp32-training # {"$openapi":"MODEL_DIR"} envFrom: - configMapRef: diff --git a/k8s/object_detection/tensorflow/rfcn/inference/fp32/mlops/pipeline/user-allocated-pvc/Krmfile b/k8s/object_detection/tensorflow/rfcn/inference/fp32/mlops/pipeline/user-allocated-pvc/Krmfile index e9217173f..9516b106b 100644 --- a/k8s/object_detection/tensorflow/rfcn/inference/fp32/mlops/pipeline/user-allocated-pvc/Krmfile +++ b/k8s/object_detection/tensorflow/rfcn/inference/fp32/mlops/pipeline/user-allocated-pvc/Krmfile @@ -76,7 +76,7 @@ openAPI: x-k8s-cli: setter: name: IMAGE_VERSION - value: tf-2.3.0-imz-2.2.0 + value: tf-2.3.0 isSet: true setBy: model-builder io.k8s.cli.setters.PREPROCESS_IMAGE_VERSION: @@ -84,7 +84,7 @@ openAPI: x-k8s-cli: setter: name: PREPROCESS_IMAGE_VERSION - value: tf-1.15.2-imz-2.2.0 + value: tf-1.15.2 isSet: true setBy: model-builder io.k8s.cli.setters.IMAGE_SUFFIX: diff --git a/k8s/object_detection/tensorflow/rfcn/inference/fp32/mlops/pipeline/user-allocated-pvc/serving_accuracy.yaml b/k8s/object_detection/tensorflow/rfcn/inference/fp32/mlops/pipeline/user-allocated-pvc/serving_accuracy.yaml index 0d66410c2..cf01839b9 100644 --- a/k8s/object_detection/tensorflow/rfcn/inference/fp32/mlops/pipeline/user-allocated-pvc/serving_accuracy.yaml +++ b/k8s/object_detection/tensorflow/rfcn/inference/fp32/mlops/pipeline/user-allocated-pvc/serving_accuracy.yaml @@ -18,7 +18,7 @@ spec: runAsGroup: 0 # {"$openapi":"GROUP_ID"} fsGroup: 0 # {"$openapi":"FS_ID"} container: - image: docker.io/intel/object-detection:tf-1.15.2-imz-2.2.0-preprocess-coco-val # {"$openapi":"PREPROCESS_IMAGE"} + image: docker.io/intel/object-detection:tf-1.15.2-preprocess-coco-val # {"$openapi":"PREPROCESS_IMAGE"} command: # {"$openapi":"PREPROCESS_COMMAND"} - /workspace/preprocess-coco-val/scripts/preprocess_coco_val.sh # {"$openapi":"PREPROCESS_COMMAND"} envFrom: @@ -43,7 +43,7 @@ spec: runAsGroup: 0 # {"$openapi":"GROUP_ID"} fsGroup: 0 # {"$openapi":"FS_ID"} container: - image: docker.io/intel/object-detection:tf-2.3.0-imz-2.2.0-rfcn-fp32-inference # {"$openapi":"IMAGE"} + image: docker.io/intel/object-detection:tf-2.3.0-rfcn-fp32-inference # {"$openapi":"IMAGE"} imagePullPolicy: Always command: # {"$openapi":"MODEL_COMMAND"} - /workspace/rfcn-fp32-inference/quickstart/fp32_accuracy.sh # {"$openapi":"MODEL_COMMAND"} diff --git a/k8s/object_detection/tensorflow/rfcn/inference/fp32/mlops/pipeline/user-mounted-nfs/Krmfile b/k8s/object_detection/tensorflow/rfcn/inference/fp32/mlops/pipeline/user-mounted-nfs/Krmfile index fce8478d6..21919016a 100644 --- a/k8s/object_detection/tensorflow/rfcn/inference/fp32/mlops/pipeline/user-mounted-nfs/Krmfile +++ b/k8s/object_detection/tensorflow/rfcn/inference/fp32/mlops/pipeline/user-mounted-nfs/Krmfile @@ -76,7 +76,7 @@ openAPI: x-k8s-cli: setter: name: IMAGE_VERSION - value: tf-2.3.0-imz-2.2.0 + value: tf-2.3.0 isSet: true setBy: model-builder io.k8s.cli.setters.IMAGE_SUFFIX: @@ -183,7 +183,7 @@ openAPI: x-k8s-cli: setter: name: PREPROCESS_IMAGE_VERSION - value: tf-1.15.2-imz-2.2.0 + value: tf-1.15.2 isSet: true setBy: model-builder io.k8s.cli.substitutions.PREPROCESS_IMAGE: diff --git a/k8s/object_detection/tensorflow/rfcn/inference/fp32/mlops/pipeline/user-mounted-nfs/serving_accuracy.yaml b/k8s/object_detection/tensorflow/rfcn/inference/fp32/mlops/pipeline/user-mounted-nfs/serving_accuracy.yaml index 9569b6e15..173a55b5d 100644 --- a/k8s/object_detection/tensorflow/rfcn/inference/fp32/mlops/pipeline/user-mounted-nfs/serving_accuracy.yaml +++ b/k8s/object_detection/tensorflow/rfcn/inference/fp32/mlops/pipeline/user-mounted-nfs/serving_accuracy.yaml @@ -18,7 +18,7 @@ spec: runAsGroup: 0 # {"$openapi":"GROUP_ID"} fsGroup: 0 # {"$openapi":"FS_ID"} container: - image: docker.io/intel/object-detection:tf-1.15.2-imz-2.2.0-preprocess-coco-val # {"$openapi":"PREPROCESS_IMAGE"} + image: docker.io/intel/object-detection:tf-1.15.2-preprocess-coco-val # {"$openapi":"PREPROCESS_IMAGE"} command: # {"$openapi":"PREPROCESS_COMMAND"} - /workspace/preprocess-coco-val/scripts/preprocess_coco_val.sh # {"$openapi":"PREPROCESS_COMMAND"} envFrom: @@ -44,7 +44,7 @@ spec: runAsGroup: 0 # {"$openapi":"GROUP_ID"} fsGroup: 0 # {"$openapi":"FS_ID"} container: - image: docker.io/intel/object-detection:tf-2.3.0-imz-2.2.0-rfcn-fp32-inference # {"$openapi":"IMAGE"} + image: docker.io/intel/object-detection:tf-2.3.0-rfcn-fp32-inference # {"$openapi":"IMAGE"} imagePullPolicy: Always command: # {"$openapi":"MODEL_COMMAND"} - /workspace/rfcn-fp32-inference/quickstart/fp32_accuracy.sh # {"$openapi":"MODEL_COMMAND"} diff --git a/k8s/object_detection/tensorflow/rfcn/inference/fp32/mlops/serving/user-allocated-pvc/Krmfile b/k8s/object_detection/tensorflow/rfcn/inference/fp32/mlops/serving/user-allocated-pvc/Krmfile index d027b4087..a3c267012 100644 --- a/k8s/object_detection/tensorflow/rfcn/inference/fp32/mlops/serving/user-allocated-pvc/Krmfile +++ b/k8s/object_detection/tensorflow/rfcn/inference/fp32/mlops/serving/user-allocated-pvc/Krmfile @@ -78,7 +78,7 @@ openAPI: x-k8s-cli: setter: name: IMAGE_VERSION - value: tf-2.3.0-imz-2.2.0 + value: tf-2.3.0 isSet: true setBy: model-builder io.k8s.cli.setters.IMAGE_SUFFIX: diff --git a/k8s/object_detection/tensorflow/rfcn/inference/fp32/mlops/serving/user-allocated-pvc/pod.yaml b/k8s/object_detection/tensorflow/rfcn/inference/fp32/mlops/serving/user-allocated-pvc/pod.yaml index adc3c7dd0..bed12c39c 100644 --- a/k8s/object_detection/tensorflow/rfcn/inference/fp32/mlops/serving/user-allocated-pvc/pod.yaml +++ b/k8s/object_detection/tensorflow/rfcn/inference/fp32/mlops/serving/user-allocated-pvc/pod.yaml @@ -10,7 +10,7 @@ spec: fsGroup: 0 # {"$openapi":"FS_ID"} initContainers: - name: extract-pretrained-model - image: docker.io/intel/object-detection:tf-2.3.0-imz-2.2.0-rfcn-fp32-inference # {"$openapi":"IMAGE"} + image: docker.io/intel/object-detection:tf-2.3.0-rfcn-fp32-inference # {"$openapi":"IMAGE"} imagePullPolicy: IfNotPresent workingDir: /workspace/rfcn-fp32-inference # {"$openapi":"MODEL_DIR"} command: @@ -28,7 +28,7 @@ spec: mountPath: /nfs # {"$openapi":"NFS_PATH"} containers: - name: serving - image: docker.io/intel/object-detection:tf-2.3.0-imz-2.2.0-rfcn-fp32-inference # {"$openapi":"IMAGE"} + image: docker.io/intel/object-detection:tf-2.3.0-rfcn-fp32-inference # {"$openapi":"IMAGE"} workingDir: /workspace/rfcn-fp32-inference # {"$openapi":"MODEL_DIR"} command: - python diff --git a/k8s/object_detection/tensorflow/rfcn/inference/fp32/mlops/serving/user-mounted-nfs/Krmfile b/k8s/object_detection/tensorflow/rfcn/inference/fp32/mlops/serving/user-mounted-nfs/Krmfile index 008effce1..05d3f7ca4 100644 --- a/k8s/object_detection/tensorflow/rfcn/inference/fp32/mlops/serving/user-mounted-nfs/Krmfile +++ b/k8s/object_detection/tensorflow/rfcn/inference/fp32/mlops/serving/user-mounted-nfs/Krmfile @@ -78,7 +78,7 @@ openAPI: x-k8s-cli: setter: name: IMAGE_VERSION - value: tf-2.3.0-imz-2.2.0 + value: tf-2.3.0 isSet: true setBy: model-builder io.k8s.cli.setters.IMAGE_SUFFIX: diff --git a/k8s/object_detection/tensorflow/rfcn/inference/fp32/mlops/serving/user-mounted-nfs/pod.yaml b/k8s/object_detection/tensorflow/rfcn/inference/fp32/mlops/serving/user-mounted-nfs/pod.yaml index 4b602f9a3..0cf3c1266 100644 --- a/k8s/object_detection/tensorflow/rfcn/inference/fp32/mlops/serving/user-mounted-nfs/pod.yaml +++ b/k8s/object_detection/tensorflow/rfcn/inference/fp32/mlops/serving/user-mounted-nfs/pod.yaml @@ -10,7 +10,7 @@ spec: fsGroup: 0 # {"$openapi":"FS_ID"} initContainers: - name: extract-pretrained-model - image: docker.io/intel/object-detection:tf-2.3.0-imz-2.2.0-rfcn-fp32-inference # {"$openapi":"IMAGE"} + image: docker.io/intel/object-detection:tf-2.3.0-rfcn-fp32-inference # {"$openapi":"IMAGE"} imagePullPolicy: IfNotPresent workingDir: /workspace/rfcn-fp32-inference # {"$openapi":"MODEL_DIR"} command: @@ -28,7 +28,7 @@ spec: mountPath: /nfs # {"$openapi":"NFS_PATH"} containers: - name: serving - image: docker.io/intel/object-detection:tf-2.3.0-imz-2.2.0-rfcn-fp32-inference # {"$openapi":"IMAGE"} + image: docker.io/intel/object-detection:tf-2.3.0-rfcn-fp32-inference # {"$openapi":"IMAGE"} workingDir: /workspace/rfcn-fp32-inference # {"$openapi":"MODEL_DIR"} command: - python diff --git a/k8s/recommendation/tensorflow/wide_deep_large_ds/training/fp32/mlops/pipeline/user-allocated-pvc/Krmfile b/k8s/recommendation/tensorflow/wide_deep_large_ds/training/fp32/mlops/pipeline/user-allocated-pvc/Krmfile index 4f47aae74..9db3be31d 100644 --- a/k8s/recommendation/tensorflow/wide_deep_large_ds/training/fp32/mlops/pipeline/user-allocated-pvc/Krmfile +++ b/k8s/recommendation/tensorflow/wide_deep_large_ds/training/fp32/mlops/pipeline/user-allocated-pvc/Krmfile @@ -107,7 +107,7 @@ openAPI: x-k8s-cli: setter: name: IMAGE_VERSION - value: tf-2.3.0-imz-2.2.0 + value: tf-2.3.0 isSet: true setBy: model-builder io.k8s.cli.setters.IMAGE_SUFFIX: diff --git a/k8s/recommendation/tensorflow/wide_deep_large_ds/training/fp32/mlops/pipeline/user-allocated-pvc/train_and_serve.yaml b/k8s/recommendation/tensorflow/wide_deep_large_ds/training/fp32/mlops/pipeline/user-allocated-pvc/train_and_serve.yaml index 7eeb424c9..5ba6a3395 100644 --- a/k8s/recommendation/tensorflow/wide_deep_large_ds/training/fp32/mlops/pipeline/user-allocated-pvc/train_and_serve.yaml +++ b/k8s/recommendation/tensorflow/wide_deep_large_ds/training/fp32/mlops/pipeline/user-allocated-pvc/train_and_serve.yaml @@ -44,7 +44,7 @@ spec: runAsGroup: 0 # {"$openapi":"GROUP_ID"} fsGroup: 0 # {"$openapi":"FS_ID"} container: - image: docker.io/intel/recommendation:tf-2.3.0-imz-2.2.0-wide-deep-large-ds-fp32-training # {"$openapi":"IMAGE"} + image: docker.io/intel/recommendation:tf-2.3.0-wide-deep-large-ds-fp32-training # {"$openapi":"IMAGE"} imagePullPolicy: IfNotPresent workingDir: /workspace/wide-deep-large-ds-fp32-training # {"$openapi":"MODEL_DIR"} command: # {"$openapi":"MODEL_COMMAND"} diff --git a/k8s/recommendation/tensorflow/wide_deep_large_ds/training/fp32/mlops/pipeline/user-mounted-nfs/Krmfile b/k8s/recommendation/tensorflow/wide_deep_large_ds/training/fp32/mlops/pipeline/user-mounted-nfs/Krmfile index 2861a4126..83aad4f25 100644 --- a/k8s/recommendation/tensorflow/wide_deep_large_ds/training/fp32/mlops/pipeline/user-mounted-nfs/Krmfile +++ b/k8s/recommendation/tensorflow/wide_deep_large_ds/training/fp32/mlops/pipeline/user-mounted-nfs/Krmfile @@ -107,7 +107,7 @@ openAPI: x-k8s-cli: setter: name: IMAGE_VERSION - value: tf-2.3.0-imz-2.2.0 + value: tf-2.3.0 isSet: true setBy: model-builder io.k8s.cli.setters.IMAGE_SUFFIX: diff --git a/k8s/recommendation/tensorflow/wide_deep_large_ds/training/fp32/mlops/pipeline/user-mounted-nfs/train_and_serve.yaml b/k8s/recommendation/tensorflow/wide_deep_large_ds/training/fp32/mlops/pipeline/user-mounted-nfs/train_and_serve.yaml index 5c2b8c42c..1e253f587 100644 --- a/k8s/recommendation/tensorflow/wide_deep_large_ds/training/fp32/mlops/pipeline/user-mounted-nfs/train_and_serve.yaml +++ b/k8s/recommendation/tensorflow/wide_deep_large_ds/training/fp32/mlops/pipeline/user-mounted-nfs/train_and_serve.yaml @@ -44,7 +44,7 @@ spec: runAsGroup: 0 # {"$openapi":"GROUP_ID"} fsGroup: 0 # {"$openapi":"FS_ID"} container: - image: docker.io/intel/recommendation:tf-2.3.0-imz-2.2.0-wide-deep-large-ds-fp32-training # {"$openapi":"IMAGE"} + image: docker.io/intel/recommendation:tf-2.3.0-wide-deep-large-ds-fp32-training # {"$openapi":"IMAGE"} imagePullPolicy: IfNotPresent workingDir: /workspace/wide-deep-large-ds-fp32-training # {"$openapi":"MODEL_DIR"} command: # {"$openapi":"MODEL_COMMAND"} diff --git a/k8s/recommendation/tensorflow/wide_deep_large_ds/training/fp32/mlops/single-node/user-allocated-pvc/Krmfile b/k8s/recommendation/tensorflow/wide_deep_large_ds/training/fp32/mlops/single-node/user-allocated-pvc/Krmfile index b2b1c8f83..416160f50 100644 --- a/k8s/recommendation/tensorflow/wide_deep_large_ds/training/fp32/mlops/single-node/user-allocated-pvc/Krmfile +++ b/k8s/recommendation/tensorflow/wide_deep_large_ds/training/fp32/mlops/single-node/user-allocated-pvc/Krmfile @@ -94,7 +94,7 @@ openAPI: x-k8s-cli: setter: name: IMAGE_VERSION - value: tf-2.3.0-imz-2.2.0 + value: tf-2.3.0 isSet: true setBy: model-builder io.k8s.cli.substitutions.GROUP_ID_VALUE: diff --git a/k8s/recommendation/tensorflow/wide_deep_large_ds/training/fp32/mlops/single-node/user-allocated-pvc/pod.yaml b/k8s/recommendation/tensorflow/wide_deep_large_ds/training/fp32/mlops/single-node/user-allocated-pvc/pod.yaml index 1fc8f98f0..d90d9068a 100644 --- a/k8s/recommendation/tensorflow/wide_deep_large_ds/training/fp32/mlops/single-node/user-allocated-pvc/pod.yaml +++ b/k8s/recommendation/tensorflow/wide_deep_large_ds/training/fp32/mlops/single-node/user-allocated-pvc/pod.yaml @@ -10,7 +10,7 @@ spec: fsGroup: 0 # {"$openapi":"FS_ID"} initContainers: - name: create-output-dir - image: docker.io/intel/recommendation:tf-2.3.0-imz-2.2.0-wide-deep-large-ds-fp32-training # {"$openapi":"IMAGE"} + image: docker.io/intel/recommendation:tf-2.3.0-wide-deep-large-ds-fp32-training # {"$openapi":"IMAGE"} imagePullPolicy: IfNotPresent workingDir: /workspace/wide-deep-large-ds-fp32-training # {"$openapi":"MODEL_DIR"} command: @@ -25,7 +25,7 @@ spec: - name: pvc-path mountPath: /pvc # {"$openapi":"PVC_PATH"} - name: create-checkpoint-dir - image: docker.io/intel/recommendation:tf-2.3.0-imz-2.2.0-wide-deep-large-ds-fp32-training # {"$openapi":"IMAGE"} + image: docker.io/intel/recommendation:tf-2.3.0-wide-deep-large-ds-fp32-training # {"$openapi":"IMAGE"} imagePullPolicy: IfNotPresent workingDir: /workspace/wide-deep-large-ds-fp32-training # {"$openapi":"MODEL_DIR"} command: @@ -41,7 +41,7 @@ spec: mountPath: /pvc # {"$openapi":"PVC_PATH"} containers: - name: single-node - image: docker.io/intel/recommendation:tf-2.3.0-imz-2.2.0-wide-deep-large-ds-fp32-training # {"$openapi":"IMAGE"} + image: docker.io/intel/recommendation:tf-2.3.0-wide-deep-large-ds-fp32-training # {"$openapi":"IMAGE"} imagePullPolicy: IfNotPresent workingDir: /workspace/wide-deep-large-ds-fp32-training # {"$openapi":"MODEL_DIR"} command: diff --git a/k8s/recommendation/tensorflow/wide_deep_large_ds/training/fp32/mlops/single-node/user-mounted-nfs/Krmfile b/k8s/recommendation/tensorflow/wide_deep_large_ds/training/fp32/mlops/single-node/user-mounted-nfs/Krmfile index c6769abde..6f2b71cdc 100644 --- a/k8s/recommendation/tensorflow/wide_deep_large_ds/training/fp32/mlops/single-node/user-mounted-nfs/Krmfile +++ b/k8s/recommendation/tensorflow/wide_deep_large_ds/training/fp32/mlops/single-node/user-mounted-nfs/Krmfile @@ -94,7 +94,7 @@ openAPI: x-k8s-cli: setter: name: IMAGE_VERSION - value: tf-2.3.0-imz-2.2.0 + value: tf-2.3.0 isSet: true setBy: model-builder io.k8s.cli.substitutions.GROUP_ID_VALUE: diff --git a/k8s/recommendation/tensorflow/wide_deep_large_ds/training/fp32/mlops/single-node/user-mounted-nfs/pod.yaml b/k8s/recommendation/tensorflow/wide_deep_large_ds/training/fp32/mlops/single-node/user-mounted-nfs/pod.yaml index 2bea6330e..db40a0c69 100644 --- a/k8s/recommendation/tensorflow/wide_deep_large_ds/training/fp32/mlops/single-node/user-mounted-nfs/pod.yaml +++ b/k8s/recommendation/tensorflow/wide_deep_large_ds/training/fp32/mlops/single-node/user-mounted-nfs/pod.yaml @@ -10,7 +10,7 @@ spec: fsGroup: 0 # {"$openapi":"FS_ID"} initContainers: - name: create-output-dir - image: docker.io/intel/recommendation:tf-2.3.0-imz-2.2.0-wide-deep-large-ds-fp32-training # {"$openapi":"IMAGE"} + image: docker.io/intel/recommendation:tf-2.3.0-wide-deep-large-ds-fp32-training # {"$openapi":"IMAGE"} imagePullPolicy: IfNotPresent workingDir: /workspace/wide-deep-large-ds-fp32-training # {"$openapi":"MODEL_DIR"} command: @@ -25,7 +25,7 @@ spec: - name: nfs-path mountPath: /nfs # {"$openapi":"NFS_PATH"} - name: create-checkpoint-dir - image: docker.io/intel/recommendation:tf-2.3.0-imz-2.2.0-wide-deep-large-ds-fp32-training # {"$openapi":"IMAGE"} + image: docker.io/intel/recommendation:tf-2.3.0-wide-deep-large-ds-fp32-training # {"$openapi":"IMAGE"} imagePullPolicy: IfNotPresent workingDir: /workspace/wide-deep-large-ds-fp32-training # {"$openapi":"MODEL_DIR"} command: @@ -41,7 +41,7 @@ spec: mountPath: /nfs # {"$openapi":"NFS_PATH"} containers: - name: single-node - image: docker.io/intel/recommendation:tf-2.3.0-imz-2.2.0-wide-deep-large-ds-fp32-training # {"$openapi":"IMAGE"} + image: docker.io/intel/recommendation:tf-2.3.0-wide-deep-large-ds-fp32-training # {"$openapi":"IMAGE"} imagePullPolicy: IfNotPresent workingDir: /workspace/wide-deep-large-ds-fp32-training # {"$openapi":"MODEL_DIR"} command: diff --git a/quickstart/common/tensorflow/ModelPackagesAdvancedOptions.md b/quickstart/common/tensorflow/ModelPackagesAdvancedOptions.md index 314c71c86..266ab0799 100644 --- a/quickstart/common/tensorflow/ModelPackagesAdvancedOptions.md +++ b/quickstart/common/tensorflow/ModelPackagesAdvancedOptions.md @@ -71,7 +71,7 @@ docker run \ --env http_proxy=${http_proxy} \ --env https_proxy=${https_proxy} \ --privileged --init -t \ - intel/image-recognition:tf-2.3.0-imz-2.2.0-resnet50-fp32-inference \ + intel/image-recognition:tf-2.3.0-resnet50-fp32-inference \ python benchmarks/launch_benchmark.py \ --model-name resnet50 \ --precision fp32 \ @@ -120,7 +120,7 @@ docker run \ --volume ${DATASET_DIR}:${DATASET_DIR} \ --volume ${OUTPUT_DIR}:${OUTPUT_DIR} \ --privileged --init -w /workspace -t \ - intel/image-recognition:tf-2.3.0-imz-2.2.0-resnet50-fp32-inference \ + intel/image-recognition:tf-2.3.0-resnet50-fp32-inference \ /bin/bash /workspace/quickstart/<script name>.sh @@ -151,6 +151,6 @@ docker run \ --volume ${DATASET_DIR}:${DATASET_DIR} \ --volume ${OUTPUT_DIR}:${OUTPUT_DIR} \ --privileged --init -w /workspace -t \ - intel/image-recognition:tf-2.3.0-imz-2.2.0-resnet50-fp32-inference \ + intel/image-recognition:tf-2.3.0-resnet50-fp32-inference \ /bin/bash /workspace/quickstart/<script name>.sh diff --git a/quickstart/image_recognition/pytorch/resnet50/inference/bf16/README.md b/quickstart/image_recognition/pytorch/resnet50/inference/bf16/README.md index e1833b44a..717bd9a28 100644 --- a/quickstart/image_recognition/pytorch/resnet50/inference/bf16/README.md +++ b/quickstart/image_recognition/pytorch/resnet50/inference/bf16/README.md @@ -99,7 +99,7 @@ docker run \ --env https_proxy=${https_proxy} \ --volume ${DATASET_DIR}:${DATASET_DIR} \ --privileged --init -t \ - intel/image-recognition:pytorch-1.5.0-rc3-imz-2.2.0-resnet50-bfloat16-inference \ + intel/image-recognition:pytorch-1.5.0-rc3-resnet50-bfloat16-inference \ /bin/bash quickstart/bf16_accuracy.sh ``` @@ -109,7 +109,7 @@ dataset mount is needed. ``` docker run \ --privileged --init -t \ - intel/image-recognition:pytorch-1.5.0-rc3-imz-2.2.0-resnet50-bfloat16-inference \ + intel/image-recognition:pytorch-1.5.0-rc3-resnet50-bfloat16-inference \ /bin/bash quickstart/