[Static Runtime] Fix aten::clone out variant (#78297)

[akshayParashar1995]

Summary:
Pull Request resolved: #78297

Clone followed by expand/expand_as due to memoryOverlap check on copy_ native method. Refer to T118519310 for more details.

Crashing test case:
a = tensor(3,1) // strides = (1,1)
B = tensor(3,2) // strides = (2,1)
Temp = a.expand_as(b). // creates temp with shape as (3,2) and strides as (1,0)
temp.clone() // crashe on copy_ due to memoryOverlap

Fix: Disable the out variant for the expanded tensor.

• Calls native clone instead of out variant for clone dealing with expanded tensors
• Added test case for both clone variants (out and native clones)
• Increased the tensor size for memory planner test case to trigger dynamic allocation

Test Plan:
buck test caffe2/benchmarks/static_runtime/fb:test_fb_operators

buck test caffe2/benchmarks/static_runtime:static_runtime_cpptest

Differential Revision: D36672180

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❌ 1 New Failures, 1 Base Failures

As of commit a48534b (more details on the Dr. CI page):

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• 1/2 failures introduced in this PR
• 1/2 broken upstream at merge base 308d813 on Jun 02 from 6:40am to 1:15pm

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🕵️ 1 new failure recognized by patterns

The following CI failures do not appear to be due to upstream breakages

pull / linux-xenial-py3.7-clang7-onnx / test (default, 1, 2, linux.2xlarge) (1/1)

Step: "Test" (full log | diagnosis details | 🔁 rerun)

2022-06-02T17:35:58.9351241Z AssertionError: St...'onnx::SequenceConstruct' != 'prim::ListConstruct'

2022-06-02T17:35:58.9329666Z 
2022-06-02T17:35:58.9335384Z ――――――――――――――――― TestUtilityFuns_opset9.test_prim_fallthrough ―――――――――――――――――
2022-06-02T17:35:58.9340339Z [gw1] linux -- Python 3.7.13 /opt/conda/bin/python
2022-06-02T17:35:58.9346643Z Traceback (most recent call last):
2022-06-02T17:35:58.9347221Z   File "/var/lib/jenkins/workspace/test/onnx/test_utility_funs.py", line 1153, in test_prim_fallthrough
2022-06-02T17:35:58.9347870Z     self.assertEqual(next(iter).kind(), "prim::ListConstruct")
2022-06-02T17:35:58.9348669Z   File "/opt/conda/lib/python3.7/site-packages/torch/testing/_internal/common_utils.py", line 2286, in assertEqual
2022-06-02T17:35:58.9349316Z     msg=(lambda generated_msg: f"{generated_msg} : {msg}") if isinstance(msg, str) and self.longMessage else msg,
2022-06-02T17:35:58.9350083Z   File "/opt/conda/lib/python3.7/site-packages/torch/testing/_comparison.py", line 1095, in assert_equal
2022-06-02T17:35:58.9350561Z     raise error_metas[0].to_error(msg)
2022-06-02T17:35:58.9351241Z AssertionError: String comparison failed: 'onnx::SequenceConstruct' != 'prim::ListConstruct'
2022-06-02T17:35:58.9351802Z - onnx::SequenceConstruct
2022-06-02T17:35:58.9352131Z + prim::ListConstruct
2022-06-02T17:35:58.9352306Z 
2022-06-02T17:35:58.9361812Z 
2022-06-02T17:35:58.9361823Z 
2022-06-02T17:35:58.9365160Z 
2022-06-02T17:35:58.9365172Z 
2022-06-02T17:35:58.9372633Z [gw1] �[31mFAILED�[0m test/onnx/test_utility_funs.py �[1A
2022-06-02T17:35:58.9539024Z  �[36mtest/onnx/test_utility_funs.py�[0m::TestUtilityFuns_opset9.test_prim_fallthrough�[0m �[31m⨯�[0m�[31m96% �[0m�[40m�[32m█�[0m�[40m�[32m█�[0m�[40m�[32m█�[0m�[40m�[32m█�[0m�[40m�[31m█�[0m�[40m�[32m█�[0m�[40m�[32m█�[0m�[40m�[32m█�[0m�[40m�[32m█�[0m�[40m�[31m▋�[0m�[1B
2022-06-02T17:35:58.9539614Z 

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🚧 1 fixed upstream failure:

These were probably caused by upstream breakages that were already fixed.

Please rebase on the viable/strict branch (expand for instructions)

If your commit is older than viable/strict, run these commands:

git fetch https://github.com/pytorch/pytorch viable/strict
git rebase FETCH_HEAD

• pull / pytorch-xla-linux-bionic-py3.7-clang8 / test (xla, 1, 1, linux.2xlarge) on Jun 02 from 6:40am to 1:15pm (ce7c7bb - d578197)
  • 🔁 rerun

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This pull request was exported from Phabricator. Differential Revision: D36672180

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This pull request was exported from Phabricator. Differential Revision: D36672180

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This pull request was exported from Phabricator. Differential Revision: D36672180

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This pull request was exported from Phabricator. Differential Revision: D36672180

[facebook-github-bot]

This pull request was exported from Phabricator. Differential Revision: D36672180

[facebook-github-bot]

This pull request was exported from Phabricator. Differential Revision: D36672180

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This pull request was exported from Phabricator. Differential Revision: D36672180

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@pytorchbot merge

(Initiating merge automatically since Phabricator Diff has merged)