Register cummaxmin_backward, cumprod_backward as operators

[zou3519]

Stack from ghstack:

• Batched grad support for: slice, select, diagonal #44505 Batched grad support for: slice, select, diagonal
• Add some batched gradient tests #44494 Add some batched gradient tests
• Register diag_backward, diagonal_backward, infinitetely...gelu_backward as operators #44422 Register diag_backward, diagonal_backward, infinitetely...gelu_backward as operators
• Register cummaxmin_backward, cumprod_backward as operators #44410 Register cummaxmin_backward, cumprod_backward as operators
• Add trace_backward, masked_select_backward, and take_backward as ops #44408 Add trace_backward, masked_select_backward, and take_backward as ops

See #44052 for context. One of the cumprod_backward overloads was unused
so I just deleted it.

Test Plan:

• pytest test/test_autograd.py -v

Differential Revision: D23605503

[albanD]

LGTM

[dr-ci]

💊 CI failures summary and remediations

As of commit f2fcef3 (more details on the Dr. CI page):

---

• 1/1 failures possibly* introduced in this PR
  • 1/1 non-CircleCI failure(s)

---

ci.pytorch.org: 1 failed

• Failed: pr/pytorch-linux-bionic-rocm3.7-py3.6

---

This comment was automatically generated by Dr. CI (expand for details).

Follow this link to opt-out of these comments for your Pull Requests.

Please report bugs/suggestions on the GitHub issue tracker or post in the (internal) Dr. CI Users group.

See how this bot performed.

This comment has been revised 10 times.

[codecov]

Codecov Report

Merging #44410 into gh/zou3519/301/base will not change coverage.
The diff coverage is n/a.

@@                 Coverage Diff                  @@
##           gh/zou3519/301/base   #44410   +/-   ##
====================================================
  Coverage                67.99%   67.99%           
====================================================
  Files                      382      382           
  Lines                    49380    49380           
====================================================
  Hits                     33577    33577           
  Misses                   15803    15803           

---

Continue to review full report at Codecov.

Legend - Click here to learn more
Δ = absolute <relative> (impact), ø = not affected, ? = missing data
Powered by Codecov. Last update 8e83a89...f2fcef3. Read the comment docs.

[facebook-github-bot]

@zou3519 merged this pull request in 7ff7e6c.