dockernn-deployments.yaml

apiVersion: apps/v1
kind: Deployment
metadata:
  name: relu-deployment
  labels:
    app: relu
spec:
  replicas: 1
  selector:
    matchLabels:
      app: relu
  template:
    metadata:
      labels:
        app: relu
    spec:
      containers:
        - name: relu
          image: relu:1.0
          imagePullPolicy: Never
          resources:
            limits:
              memory: "512Mi"
              cpu: "500m"
          ports:
            - containerPort: 30001

---
apiVersion: apps/v1
kind: Deployment
metadata:
  name: sigmoid-deployment
  labels:
    app: sigmoid
spec:
  replicas: 1
  selector:
    matchLabels:
      app: sigmoid
  template:
    metadata:
      labels:
        app: sigmoid
    spec:
      containers:
        - name: sigmoid
          image: sigmoid:1.0
          imagePullPolicy: Never
          resources:
            limits:
              memory: "512Mi"
              cpu: "500m"
          ports:
            - containerPort: 30000

---
apiVersion: apps/v1
kind: Deployment
metadata:
  name: tanh-deployment
  labels:
    app: tanh
spec:
  replicas: 1
  selector:
    matchLabels:
      app: tanh
  template:
    metadata:
      labels:
        app: tanh
    spec:
      containers:
        - name: tanh
          image: tanh:1.0
          imagePullPolicy: Never
          resources:
            limits:
              memory: "512Mi"
              cpu: "500m"
          ports:
            - containerPort: 30002

---
apiVersion: apps/v1
kind: Deployment
metadata:
  name: softmax-deployment
  labels:
    app: softmax
spec:
  replicas: 1
  selector:
    matchLabels:
      app: softmax
  template:
    metadata:
      labels:
        app: softmax
    spec:
      containers:
        - name: softmax
          image: softmax:1.0
          imagePullPolicy: Never
          resources:
            limits:
              memory: "512Mi"
              cpu: "500m"
          ports:
            - containerPort: 30003

---
apiVersion: apps/v1
kind: Deployment
metadata:
  name: linear-deployment
  labels:
    app: linear
spec:
  replicas: 1
  selector:
    matchLabels:
      app: linear
  template:
    metadata:
      labels:
        app: linear
    spec:
      containers:
        - name: linear
          image: linear:1.0
          imagePullPolicy: Never
          resources:
            limits:
              memory: "512Mi"
              cpu: "500m"
          ports:
            - containerPort: 30004

---
apiVersion: apps/v1
kind: Deployment
metadata:
  name: mse-deployment
  labels:
    app: mse
spec:
  replicas: 1
  selector:
    matchLabels:
      app: mse
  template:
    metadata:
      labels:
        app: mse
    spec:
      containers:
        - name: mse
          image: mse:1.0
          imagePullPolicy: Never
          resources:
            limits:
              memory: "512Mi"
              cpu: "500m"
          ports:
            - containerPort: 30005

---
apiVersion: apps/v1
kind: Deployment
metadata:
  name: cross-entropy-loss-deployment
  labels:
    app: cross-entropy-loss
spec:
  replicas: 1
  selector:
    matchLabels:
      app: cross-entropy-loss
  template:
    metadata:
      labels:
        app: cross-entropy-loss
    spec:
      containers:
        - name: cross-entropy-loss
          image: cross_entropy_loss:1.0
          imagePullPolicy: Never
          resources:
            limits:
              memory: "512Mi"
              cpu: "500m"
          ports:
            - containerPort: 30006

---
apiVersion: apps/v1
kind: Deployment
metadata:
  name: sgd-deployment
  labels:
    app: sgd
spec:
  replicas: 1
  selector:
    matchLabels:
      app: sgd
  template:
    metadata:
      labels:
        app: sgd
    spec:
      containers:
        - name: sgd
          image: sgd:1.0
          imagePullPolicy: Never
          resources:
            limits:
              memory: "512Mi"
              cpu: "500m"
          ports:
            - containerPort: 30007

---
apiVersion: apps/v1
kind: Deployment
metadata:
  name: adagrad-deployment
  labels:
    app: adagrad
spec:
  replicas: 1
  selector:
    matchLabels:
      app: adagrad
  template:
    metadata:
      labels:
        app: adagrad
    spec:
      containers:
        - name: adagrad
          image: adagrad:1.0
          imagePullPolicy: Never
          resources:
            limits:
              memory: "512Mi"
              cpu: "500m"
          ports:
            - containerPort: 30008