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tinygrab/datasets
Kunwar Raj Singh 5d3310ce56
MaskRCNN Inference (#884)
* MaskRCNN weights loading

* backbone maybe works

* backbone works, but resnet body atol 1e-3

* RPN Call, but veryy wrong output

* fixed topk

* RPN maybe works, not sure about nms

* Fix cursed modules

* add back editorconfig

* Full call, wrong output

* Full call works

* fix mask

* use NMS from retinanet

* Removing extra funcs

* refactor

* readable

* Add example to run model

* remove filter

* Fix split, batched inference is worse

* Fix image sizes

* Matching reference

* merge master

* add filter on top detections

* cuda backend fixed

* add model eval and spec

* convert images to rgb

* fix eval

* simplify examples code

* remove extra code

* meshgrid using tinygrad

* removing numpy

* roi align, floor, ceil

* remove numpy from level_mapper

* remove numpy from pooler

* Revert "Merge branch 'master' of github.com:kunwar31/tinygrad into mrcnn-inference"

This reverts commit 4b95a3cb49, reversing
changes made to 98f2b1fa2e.

* roi align gather

* fix master merge

* revert to old floor, ceil as ints present in domain

* use log2 op

* fix indexes

* weird bug with ints and gpu

* weird bug with ints and gpu

* refactors, add env var for gather

* floor with contiguous, where

* refactor topk, sort

* remove staticmethod

* refactor stride

* remove log2 mlop

* realize -> contiguous

* refactor forward

* remove num_classes, stride_in_1x1 from state

* refactor forward

* refactoring

* flake8

* removing numpy in anchor gen, use numpy for gather, nonzero, optimize topk

* keep using tinygrad for smaller gathers

* fix empty tensors

* comms

* move from tensor.py

* resnet test passing

* add coco dataset back

* fix spaces

* add test for log2

* no need to create Tensors

* no need to create Tensors

---------

Co-authored-by: Kunwar Raj Singh <kunwar31@pop-os.localdomain>
2023-06-25 15:37:51 -07:00
..
mnist move datasets into datasets 2021-10-30 19:55:50 -07:00
__init__.py start on mlperf models 2023-05-10 16:30:49 -07:00
coco.py MaskRCNN Inference (#884) 2023-06-25 15:37:51 -07:00
imagenet.py Cleanup mlperf (#797) 2023-05-25 11:36:43 -07:00
imagenet_download.py imagenet download and prepare (#928) 2023-06-08 12:55:33 -07:00
kits19.py Add MLPerf UNet3D model (#775) 2023-05-28 20:38:19 -07:00
librispeech.py Cleanup mlperf (#797) 2023-05-25 11:36:43 -07:00
openimages.py add retinanet with resnet backbone (#813) 2023-05-28 20:20:16 -07:00
preprocess_imagenet.py int8/uint8 support (#837) 2023-05-28 23:15:06 -07:00
squad.py Add mlperf bert model (#803) 2023-05-27 14:53:32 -07:00