Add single node Neuron test to the e2e tester

[weicongw]

Issue #, if available:

Description of changes:
This PR adds single-node Neuron tests to the e2e2 tester. These tests serve as unit tests for the Neuron device and include the following:

• testNeuronSingleAllReduce: Tests all-reduce NCCL communications.
• testNeuronMlp: Runs simple training tasks.
• testNeuronParallelState: Tests parallel distribution of data and model.

These test scripts are replicated from https://github.com/aws/deep-learning-containers/blob/master/test/dlc_tests/container_tests/bin/pytorch_tests

Testing

 go test -v . -args -neuronSingleNodeTestImage public.ecr.aws/o5d5x8n6/weicongw:latest
=== RUN   TestMPIJobPytorchTraining
=== RUN   TestMPIJobPytorchTraining/single-node
=== RUN   TestMPIJobPytorchTraining/single-node/Single_node_test_Job_succeeds
--- PASS: TestMPIJobPytorchTraining (110.44s)
    --- PASS: TestMPIJobPytorchTraining/single-node (110.44s)
        --- PASS: TestMPIJobPytorchTraining/single-node/Single_node_test_Job_succeeds (110.08s)
PASS
ok      github.com/aws/aws-k8s-tester/e2e2/test/cases/neuron    117.961s

By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.

[cartermckinnon]

also please add a CI job that tests the image build for the new dockerfile 👍

[cartermckinnon]

comment needs to be updated

[cartermckinnon]

we don't need this in addition to Dockerfile.neuronx-tests, right?

[cartermckinnon]

you've got dupes of these files with and without extensions

[cartermckinnon]

I assume we're just lifting these from somewhere else, can you add code comments in the scripts with permalinks to the original source?