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Add MNIST example with SPMD for JAX #2041

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Job	Run time
Publish Image (jaxjob-dist-spmd-mnist, linux/amd64,linux/arm64, examples/jax/jax-dist-spmd-mnist/... / Publish Image	12m 2s
Publish Image (jaxjob-simple, linux/amd64,linux/arm64, examples/jax/cpu-demo/Dockerfile, examples... / Publish Image	10m 10s
Publish Image (lightgbm-dist-py-test, linux/amd64,linux/arm64, examples/xgboost/lightgbm-dist/Doc... / Publish Image	20m 58s
Publish Image (pytorch-deepspeed-demo, linux/amd64, examples/pytorch/deepspeed-demo/Dockerfile, e... / Publish Image	6m 0s
Publish Image (pytorch-dist-mnist, linux/amd64,linux/arm64, examples/pytorch/mnist/Dockerfile, ex... / Publish Image	10m 51s
Publish Image (pytorch-dist-mnist-mpi, linux/amd64,linux/arm64, examples/pytorch/mnist/Dockerfile... / Publish Image	9m 11s
Publish Image (pytorch-elastic-example-echo, linux/amd64,linux/arm64, examples/pytorch/elastic/ec... / Publish Image	5m 59s
Publish Image (pytorch-dist-sendrecv-test, linux/amd64,linux/arm64, examples/pytorch/smoke-dist/D... / Publish Image	9m 18s
Publish Image (pytorch-elastic-example-imagenet, linux/amd64,linux/arm64, examples/pytorch/elasti... / Publish Image	9m 19s
Publish Image (pytorch-torchrun-cpu, linux/amd64,linux/arm64, examples/pytorch/cpu-demo/Dockerfil... / Publish Image	4m 58s
Publish Image (tf-dist-mnist-test, linux/amd64,linux/arm64, examples/tensorflow/dist-mnist/Docker... / Publish Image	4m 0s
Publish Image (tf-multi-worker-strategy, linux/amd64,linux/arm64, examples/tensorflow/distributio... / Publish Image	8m 28s
Publish Image (tf-mnist-with-summaries, linux/amd64,linux/arm64, examples/tensorflow/mnist_with_s... / Publish Image	56s
Publish Image (tf-smoke, linux/amd64,linux/arm64, examples/tensorflow/tf_sample/Dockerfile) / Publish Image	1m 1s
Publish Image (xgboost-dist-iris, linux/amd64,linux/arm64, examples/xgboost/xgboost-dist/Dockerfi... / Publish Image	5m 52s
Publish Image (xgboost-dist-rabit-test, linux/amd64,linux/arm64, examples/xgboost/smoke-dist/Dock... / Publish Image	4m 13s
	2h 3m 16s