Summary: required for tests to pass with pytorch1.7 (released today)

Reviewed By: alexander-kirillov

Differential Revision: D24575698

fbshipit-source-id: d0c86edf1543cd648e7943683a690510348dbe7a

Summary: Pull Request resolved: https://github.com/fairinternal/detectron2/pull/473

Reviewed By: alexander-kirillov

Differential Revision: D24557371

Pulled By: ppwwyyxx

fbshipit-source-id: 1028b014d50f25ae4302d4515dec74ebb2f3c229

Summary:
Pull Request resolved: https://github.com/facebookresearch/detectron2/pull/2173

add type annotation and jit bypassing

Reviewed By: theschnitz

Differential Revision: D24479552

fbshipit-source-id: 2eb814af5c025b26c9eda02860bf0d0bafed8367

Summary:
* `isfinite` call is unnecessary.
* logic to open extra stream can be simplified

Reviewed By: theschnitz

Differential Revision: D24526708

fbshipit-source-id: a6d4bcc83ed5e12b6e4995810089204cebd0c1e4

Summary:
Pull Request resolved: https://github.com/facebookresearch/detectron2/pull/2178

https://github.com/facebookresearch/detectron2/issues/2154

- Fixed numerical instability of rotated IoU and added two more unit tests covering the two examples reported.

When computing the intersection area, it doesn't hurt if we have more (duplicated/approximate) intersections/vertices than needed, while it can cause drastic difference if we miss an intersection/vertex. Therefore, we add an epsilon to relax the comparisons between the float point numbers that decide the intersection points.

- Fixed unit tests coverage by changing
```
["cpu"] + ["cuda"] if torch.cuda.is_available() else []
```
to
```
["cpu"] + (["cuda"] if torch.cuda.is_available() else [])
```
since otherwise the result would be [] instead of ["cpu"] on cpu machines.

Reviewed By: ppwwyyxx

Differential Revision: D24498800

fbshipit-source-id: f4a04619e9da926d3d3d6291482aa246de6965db

Summary:
Setting `model.forward = torch.cuda.amp.autocast()(model.forward)` gives
20~30% speed up with bs1.

Reviewed By: theschnitz

Differential Revision: D24500303

fbshipit-source-id: b11694c5e71e98ab533588cf064871f06ba18615

Summary:
Pull Request resolved: https://github.com/facebookresearch/detectron2/pull/2183

Pull Request resolved: https://github.com/fairinternal/detectron2/pull/454

Reviewed By: alexander-kirillov

Differential Revision: D23428853

Pulled By: ppwwyyxx

fbshipit-source-id: 3e4d15e50428d361373f23252ccfc608b7d7d07b

Summary: use .size() instead of len()

Reviewed By: theschnitz

Differential Revision: D24330343

fbshipit-source-id: b85f68934e5b372c72f8a6b98563439c096b5bae

Summary:
Small fixes to better preserve the origin of shape information during ONNX export. This resolves an issue where an ONNX export would generate fixed sized tensors for tensors that are actually of a dynamic shape.

Pull Request resolved: https://github.com/facebookresearch/detectron2/pull/2060

Reviewed By: theschnitz

Differential Revision: D24156111

Pulled By: ppwwyyxx

fbshipit-source-id: 34776d4b18be6915b9deea6bd2cbb7680ffc6488

Reviewed By: theschnitz

Differential Revision: D24307250

fbshipit-source-id: 49ee89dad0ed35dbd803c58fb64f631c280073c2

Summary: Incorrectly configured `.gitignore` complicate sync to ovrsource and repository bind.

Reviewed By: h-friederich

Differential Revision: D24475920

fbshipit-source-id: a0f7339748f94e6b7336130bf502b3f3eaa2d6e5

Summary:
Pull Request resolved: https://github.com/facebookresearch/detectron2/pull/2158

Pull Request resolved: https://github.com/fairinternal/detectron2/pull/472

Reviewed By: alexander-kirillov

Differential Revision: D24440064

Pulled By: ppwwyyxx

fbshipit-source-id: b8939b9463135b688a75ffad49a0339e40d96a54

Summary: Repair apply_net dump

Reviewed By: vkhalidov

Differential Revision: D24417043

fbshipit-source-id: f3e4c1827cf67289443752b247a11dba88f69757

Summary:
Create coco_vertex datasets

Checked that the json files contain `ref_model` with values such as `smpl_27554`, and `dp_vertex` with values such as `[11666, 25704, 22257, ...]`

Reviewed By: patricklabatut

Differential Revision: D24329504

fbshipit-source-id: fe599f78d4804571ec8c0499f789d8d044d78578

Reviewed By: rbgirshick

Differential Revision: D24351482

fbshipit-source-id: 4544a7e85cb7926ae5b96bf30f870a86dd0af788

Summary: also use set for the list of ignored ops

Reviewed By: rbgirshick

Differential Revision: D24349291

fbshipit-source-id: d681be6336fac1337e0d2fda2aaa7e040ec29ad1

Reviewed By: alexander-kirillov

Differential Revision: D24371848

fbshipit-source-id: f40f23a33f3d3dcaa5059eaacec6333a5620d6e2

Summary: Adapt DensePoseOutputs visualizer to CSE

Reviewed By: vkhalidov

Differential Revision: D24362033

fbshipit-source-id: 6c39e798844f6100549c5daf76779af22c5e6359

Reviewed By: alexander-kirillov

Differential Revision: D24295262

fbshipit-source-id: 6bd90d2d24ac8116073e0bb4e17f260c8b6b3484

Summary: Correct per-image evaluation

Reviewed By: ppwwyyxx

Differential Revision: D24328771

fbshipit-source-id: be0e38c75641758526c007dbb7699dfc8464e610

Summary:
Fix broken link to [INSTALL.md]

`(INSTALL.md)`
->
`(https://github.com/facebookresearch/detectron2/blob/master/INSTALL.md)`

Pull Request resolved: https://github.com/facebookresearch/detectron2/pull/2134

Reviewed By: alexander-kirillov

Differential Revision: D24328487

Pulled By: ppwwyyxx

fbshipit-source-id: 0fea93e0f1bef76d05ec72deff83e880073c7504

Summary:
Otherwise the config yaml file is not found in `model_zoo.get()`

Pull Request resolved: https://github.com/facebookresearch/detectron2/pull/2131

Reviewed By: alexander-kirillov

Differential Revision: D24315543

Pulled By: ppwwyyxx

fbshipit-source-id: e9532691f0ec10bbf8203d65b421ae6f1b4a7d9d

Summary: Repair samplers, pass this test T77562788

Reviewed By: vkhalidov

Differential Revision: D24275141

fbshipit-source-id: 53a5c5c2ee7a01c4b4e294f8189503c09ee13425

Summary: Remove encode/decode mechanism to reduce time of evaluation

Reviewed By: vkhalidov

Differential Revision: D24303465

fbshipit-source-id: f99cee4dbb0aa8f5a8d600bf5211e4f214f61665

Summary: Add DensePoseResults with confidences

Reviewed By: vkhalidov

Differential Revision: D24275131

fbshipit-source-id: 7b0359513b34c8ce665a48f6bb2a6c879e7ecd41

Summary: Reduce time of evaluation by more than 10 times:

Reviewed By: vkhalidov

Differential Revision: D24273452

fbshipit-source-id: e357d05bba0838e7201e60c8cb73ba770e8d0ff6

Reviewed By: alexander-kirillov

Differential Revision: D24302747

fbshipit-source-id: ec839d032c3f81ffec2e53079cdbcf9d3625790f

Summary: So that we can call it without config object

Reviewed By: ppwwyyxx

Differential Revision: D23998221

fbshipit-source-id: f11a77ae3d45b4b65efbc9df51e9c1e7da8c316c

Summary: So we can instantiate the evaluator without a config object

Reviewed By: ppwwyyxx

Differential Revision: D23998083

fbshipit-source-id: f6315586244ee7f84f5ccd94560fb9959b15a5f6

Summary: Update RetinaNet init to use configurable

Reviewed By: ppwwyyxx

Differential Revision: D23824612

fbshipit-source-id: 39564903ebadadc9068d01d00db97d0db8f29001

Summary: Add per-image evaluation

Reviewed By: vkhalidov

Differential Revision: D24247874

fbshipit-source-id: bb30eba77c0f6ac75dc91b9c34c4d094a8fbcc6e

Reviewed By: alexander-kirillov

Differential Revision: D24272314

fbshipit-source-id: db2c4f53e67c20ea26a8268da98e359224163dd7

Summary: Remove DensePoseOutput and DensePoseResult as they have been replaced

Reviewed By: vkhalidov

Differential Revision: D24249913

fbshipit-source-id: ece22bc63664eb76161d4827402371c1f7279c92

Summary: Adapt samplers to chart results

Reviewed By: vkhalidov

Differential Revision: D24249898

fbshipit-source-id: 5622af158393cdedfc4eed592a989d3719af649e

Summary: Added a new "model_code.txt" output. Example like P144877588

Reviewed By: alexander-kirillov

Differential Revision: D24187021

fbshipit-source-id: d31841bddc091ee2b5faa500c54363a3eaa11827