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/