I have issue with Task 5. I’m waiting for 25 minutes, but it is still not ready.
deployment.yaml looks like this
apiVersion: apps/v1
kind: Deployment
metadata: # kpt-merge: default/image-classifier
name: image-classifier
namespace: default
labels:
app: image-classifier
annotations:
internal.kpt.dev/upstream-identifier: ‘apps|Deployment|default|image-classifier’
spec:
replicas: 1
selector:
matchLabels:
app: image-classifier
template:
metadata:
labels:
app: image-classifier
spec:
containers:
- name: tf-serving
image: “tensorflow/serving:2.8.0”
args:
- “–model_name=(MODEL_NAME)"
- "--model_base_path=(MODEL_PATH)”
envFrom:
- configMapRef:
name: tfserving-configs
imagePullPolicy: IfNotPresent
readinessProbe:
tcpSocket:
port: 8500
initialDelaySeconds: 10
periodSeconds: 5
failureThreshold: 10
ports:
- name: http
containerPort: 8501
protocol: TCP
- name: grpc
containerPort: 8500
protocol: TCP
resources:
requests:
cpu: “3”
memory: 4Gi
C4W2: Task 5 Creating TensorFlow Serving deployment
Course Q&A
Machine Learning Engineering for Production(MLOps)
Deploying Machine Learning Models in Production
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