fix: remove remaining MXNet dependency. (#2456)

Signed-off-by: Electronic-Waste <[email protected]>

Author: Electronic-Waste

README.md

@@ -18,8 +18,7 @@ Katib supports
 Katib is the project which is agnostic to machine learning (ML) frameworks.
 It can tune hyperparameters of applications written in any language of the
 users’ choice and natively supports many ML frameworks, such as
-[TensorFlow](https://www.tensorflow.org/), [Apache MXNet](https://mxnet.apache.org/),
-[PyTorch](https://pytorch.org/), [XGBoost](https://xgboost.readthedocs.io/en/latest/), and others.
+[TensorFlow](https://www.tensorflow.org/), [PyTorch](https://pytorch.org/), [XGBoost](https://xgboost.readthedocs.io/en/latest/), and others.
 
 Katib can perform training jobs using any Kubernetes
 [Custom Resources](https://www.kubeflow.org/docs/components/katib/trial-template/)

docs/images-location.md

@@ -271,17 +271,6 @@ The following table shows images for training containers which are used in the
         <a href="https://github.com/kubeflow/katib/blob/master/examples/v1beta1/trial-images/tf-mnist-with-summaries/Dockerfile">Dockerfile</a>
       </td>
     </tr>
-    <tr align="center">
-      <td>
-        <code>docker.io/bytepsimage/mxnet</code>
-      </td>
-      <td>
-        Distributed BytePS example for MXJob
-      </td>
-      <td>
-        <a href="https://github.com/bytedance/byteps/blob/v0.2.5/docker/Dockerfile">Dockerfile</a>
-      </td>
-    </tr>
     <tr align="center">
       <td>
         <code>docker.io/kubeflowkatib/xgboost-lightgbm</code>

examples/v1beta1/README.md

@@ -122,8 +122,6 @@ Check the following examples for the various distributed operators:
 
 - [PyTorchJob MNIST](./kubeflow-training-operator/pytorchjob-mnist.yaml)
 
-- [MXJob BytePS](./kubeflow-training-operator/mxjob-byteps.yaml)
-
 - [XGBoostJob LightGBM](./kubeflow-training-operator/xgboostjob-lightgbm.yaml)
 
 - [MPIJob Horovod](./kubeflow-training-operator/mpijob-horovod.yaml)

examples/v1beta1/kubeflow-pipelines/early-stopping.ipynb

@@ -9,7 +9,7 @@
     "In this notebook you will:\n",
     "- Create Katib Experiment using random algorithm.\n",
     "- Use median stopping rule as an early stopping algorithm.\n",
-    "- Use Kubernetes Job with mxnet mnist training container as a Trial template.\n",
+    "- Use Kubernetes Job with pytorch mnist training container as a Trial template.\n",
     "- Create Pipeline to get the optimal hyperparameters.\n",
     "\n",
     "Reference documentation:\n",

examples/v1beta1/kubeflow-training-operator/mxjob-byteps.yaml

@@ -59,9 +59,6 @@ def _rewrite_helper(input_file, output_file, rewrite_rules):
         lines.append(
             "from kubeflow.katib.constants.constants import BASE_IMAGE_PYTORCH\n"
         )
-        lines.append(
-            "from kubeflow.katib.constants.constants import BASE_IMAGE_MXNET\n"
-        )
 
     # Add Kubernetes models to proper deserialization of Katib models.
     if output_file == "sdk/python/v1beta1/kubeflow/katib/models/__init__.py":

hack/gen-python-sdk/post_gen.py

@@ -97,7 +97,6 @@ rules:
       - pytorchjobs
       - mpijobs
       - xgboostjobs
-      - mxjobs
     verbs:
       - "get"
       - "list"

manifests/v1beta1/components/controller/rbac.yaml

@@ -10,7 +10,6 @@ init:
       - PyTorchJob.v1.kubeflow.org
       - MPIJob.v1.kubeflow.org
       - XGBoostJob.v1.kubeflow.org
-      - MXJob.v1.kubeflow.org
 runtime:
   metricsCollectors:
     - kind: StdOut

manifests/v1beta1/installs/katib-cert-manager/katib-config.yaml

@@ -12,7 +12,6 @@ init:
       - PyTorchJob.v1.kubeflow.org
       - MPIJob.v1.kubeflow.org
       - XGBoostJob.v1.kubeflow.org
-      - MXJob.v1.kubeflow.org
 runtime:
   metricsCollectors:
     - kind: StdOut

manifests/v1beta1/installs/katib-external-db/katib-config.yaml

@@ -13,7 +13,6 @@ init:
       - PyTorchJob.v1.kubeflow.org
       - MPIJob.v1.kubeflow.org
       - XGBoostJob.v1.kubeflow.org
-      - MXJob.v1.kubeflow.org
 runtime:
   metricsCollectors:
     - kind: StdOut