[quant][graphmode] Run RemoveRedundantDequantize in the end

[jerryzh168]

Stack from ghstack:

• [quant][graphmode] Support another use pattern of mean #40038 [quant][graphmode] Support another use pattern of mean
• [quant] Support general op modules with inplace options #39919 [quant] Support general op modules with inplace options
• [quant][graphmode] Support quantizing repeat #39925 [quant][graphmode] Support quantizing repeat
• [quant][graphmode] Support squeeze/unsqueeze #39924 [quant][graphmode] Support squeeze/unsqueeze
• [quant][graphmode] Run RemoveRedundantDequantize in the end #39923 [quant][graphmode] Run RemoveRedundantDequantize in the end
• [quant][graphmode] Pass debug option into insert_quant_dequant pass #39915 [quant][graphmode] Pass debug option into insert_quant_dequant pass
• [quant][graphmode] Use quantized::batch_norm in graph mode #39911 [quant][graphmode] Use quantized::batch_norm in graph mode
• [quant] add quantized::batch_norm #39910 [quant] add quantized::batch_norm
• [quant][graphmode] Support prim::TupleUnpack and prim::TupleConstruct #39895 [quant][graphmode] Support prim::TupleUnpack and prim::TupleConstruct

Summary:
propagateQuantizationOps generate new dequantize ops, so this pass should run after that.

Test Plan:

Reviewers:

Subscribers:

Tasks:

Tags:

Differential Revision: D22014712

[dr-ci]

💊 CI failures summary and remediations

As of commit b17af0e (more details on the Dr. CI page):

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✅ None of the CI failures appear to be your fault 💚

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• 1/1 tentatively recognized as flaky ❄️
  • Click here to rerun these jobs

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❄️ 1 failure tentatively classified as flaky

but reruns have not yet been triggered to confirm:

pytorch_bazel_test (1/1)

Step: "Set Up CI Environment After attach_workspace" (full log | diagnosis details | 🔁 rerun) ❄️

gpg: no valid OpenPGP data found.

+ curl -s -L --retry 3 https://nvidia.github.io/nvidia-docker/gpgkey 
+ sudo apt-key add - 
gpg: no valid OpenPGP data found. 

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This comment has been revised 10 times.

[vkuzo]

lg, would be awesome if we also had some context on the "why" (for new team members to learn)

[jerryzh168]

lg, would be awesome if we also had some context on the "why" (for new team members to learn)

sure, updated summary

[facebook-github-bot]

This pull request has been merged in b372000.