remove ciflow_should_run

move env to job

fix formatting CIRCLE_TAG when building docs (pytorch#67026) (pytorch…

…#69876)

Summary:
Similar to pytorch/text#1416
malfet, brianjo

The previous code failed when tags changed from `v0.9.0` to `v0.10.0`. I tested this offline, it would be nice to somehow be actually tag the repo and see that this adds the correct documentation directory to the pytorch/pytorch.github.io repo.

Pull Request resolved: pytorch#67026

Reviewed By: saketh-are

Differential Revision: D31843381

Pulled By: malfet

fbshipit-source-id: 21526ad9ed4c1751c2d7f6d621da305f166a7f55

Co-authored-by: mattip <matti.picus@gmail.com>

[release/1.10] Fix adaptive_max_pool2d for channels-last on CUDA (pyt…

…orch#67697) (pytorch#69618)

Co-authored-by: Xiao Wang <24860335+xwang233@users.noreply.github.com>

[release/1.10] Fix adaptive_max_pool2d for channels-last on CUDA (pyt…

…orch#67697) (pytorch#69618)

Co-authored-by: Xiao Wang <24860335+xwang233@users.noreply.github.com>

(torch/elastic) add fqdn hostname to error printout (pytorch#66182) (p…

…ytorch#66662)

Summary:
Pull Request resolved: pytorch#66182

closes pytorch#63174

Does a few things:

1. adds hostname to the error report
2. moves the "root cause" section to the end (presumably since the logs are being "tailed" we want the root cause to appear at the end)
3. moves redundant error info logging to debug
4. makes the border max 60 char in length and justifies left for the header

NOTE: YOU HAVE TO annotate your main function with torch.distributed.elastic.multiprocessing.errors.record, otherwise no traceback is printed (this is because python exception propagation does NOT work out of the both for IPC - hence the extra record annotation).

Test Plan:
Sample

```
============================================================
run_script_path FAILED
------------------------------------------------------------
Failures:
  <NO_OTHER_FAILURES>
------------------------------------------------------------
Root Cause (first observed failure):
[0]:
  time      : 2021-10-05_17:37:22
  host      : devvm4955.prn0.facebook.com
  rank      : 0 (local_rank: 0)
  exitcode  : 1 (pid: 3296201)
  error_file: /home/kiuk/tmp/elastic/none_3_lsytqe/attempt_0/0/error.json
  traceback :
  Traceback (most recent call last):
    File "/tmp/jetter.xr3_x6qq/torch/distributed/elastic/multiprocessing/errors/__init__.py", line 372, in wrapper
      return f(*args, **kwargs)
    File "main.py", line 28, in main
      raise RuntimeError(args.throws)
  RuntimeError: foobar

============================================================
```

Reviewed By: cbalioglu, aivanou

Differential Revision: D31416492

fbshipit-source-id: 0aeaf6e634e23ce0ea7f6a03b12c8a9ac57246e9

(torch/elastic) add fqdn hostname to error printout (pytorch#66182) (p…

…ytorch#66662)

Summary:
Pull Request resolved: pytorch#66182

closes pytorch#63174

Does a few things:

1. adds hostname to the error report
2. moves the "root cause" section to the end (presumably since the logs are being "tailed" we want the root cause to appear at the end)
3. moves redundant error info logging to debug
4. makes the border max 60 char in length and justifies left for the header

NOTE: YOU HAVE TO annotate your main function with torch.distributed.elastic.multiprocessing.errors.record, otherwise no traceback is printed (this is because python exception propagation does NOT work out of the both for IPC - hence the extra record annotation).

Test Plan:
Sample

```
============================================================
run_script_path FAILED
------------------------------------------------------------
Failures:
  <NO_OTHER_FAILURES>
------------------------------------------------------------
Root Cause (first observed failure):
[0]:
  time      : 2021-10-05_17:37:22
  host      : devvm4955.prn0.facebook.com
  rank      : 0 (local_rank: 0)
  exitcode  : 1 (pid: 3296201)
  error_file: /home/kiuk/tmp/elastic/none_3_lsytqe/attempt_0/0/error.json
  traceback :
  Traceback (most recent call last):
    File "/tmp/jetter.xr3_x6qq/torch/distributed/elastic/multiprocessing/errors/__init__.py", line 372, in wrapper
      return f(*args, **kwargs)
    File "main.py", line 28, in main
      raise RuntimeError(args.throws)
  RuntimeError: foobar

============================================================
```

Reviewed By: cbalioglu, aivanou

Differential Revision: D31416492

fbshipit-source-id: 0aeaf6e634e23ce0ea7f6a03b12c8a9ac57246e9

Fix cosine similarity dim checks (pytorch#66214)

* fix cosine similarity dimensionality check

* fix shapes in the doc

[1.10] Remove torch.vmap (pytorch#65496)

torch.vmap is a prototype feature and should not be in the stable
binary. This PR:
- Removes the torch.vmap API
- Removes the documentation entry for torch.vmap
- Changes the vmap tests to use an internal API instead of torch.vmap.

Test Plan:
- Tested locally (test_torch, test_autograd, test_type_hints, test_vmap),
but also wait for CI.

Fix builder pinning (pytorch#64971)

`git checkout release/1.9` should be work dir is changed to
`BUILDER_ROOT`