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[HARDWARE] VTA Specialised Accelerator Stack #1423

Merged
merged 40 commits into from
Jul 12, 2018
Merged

[HARDWARE] VTA Specialised Accelerator Stack #1423

merged 40 commits into from
Jul 12, 2018

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tqchen
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@tqchen tqchen commented Jul 12, 2018

@tmoreau89 This PR need rebase merge and I will do this once get approved

tmoreau89 and others added 30 commits July 11, 2018 18:38
* [DOCS] Initial docs

* update instruction
* code refactoring

* code refactoring

* code refactoring

* code refactoring

* fixing macro

* refactoring, tests, makefile

* style - making sure lint test pass

* prefixed macros with VTA, fixed bugs
* VTA python library
* Python unit tests
* End to end example with Resnet18
* README instructions
* Bug fixes
…e#20)

* Hardware generation fixes/sweep, auto scheduling for VTA conv2d

* Hardware generation fixes/sweep, auto scheduling for VTA conv2d

* derive hw spec from config file

* up to date hardware spec
* [RUNTIME] Simplify dynamic library and code path.

* reword the readme
…gration. (apache#28)

* Migrate to json based config. Move gemm test to integration.

* temp checkin

* checkin  example json
apache#35)

* removing programming out of end to end example for now

* updating TOPI library to use gemm tensor intrinsic

* bug fix, autoschedule in TOPI conv lib

* removing the deprecated GEVM intrinsic

* refactoring, fixed lint test

* fix for integer division bug

* python3 bug fix for non matching types due to float division

* comment
* fix graph transform for batch dimension

* fix

* fix
* bug fix for new drivers in new PYNQ image v2.1

* updating instructions for resnet inference

* updated the instructions for starting the RPC server

* deriving host/port from env for unit tests
@tqchen tqchen requested a review from tmoreau89 July 12, 2018 01:46
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This PR introduces VTA, a custom deep learning accelerator back-end to VTA.

Approved!

@tqchen tqchen merged commit 600d106 into apache:master Jul 12, 2018
@tqchen tqchen mentioned this pull request Jul 12, 2018
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@tqchen tqchen deleted the vta branch July 17, 2018 16:46
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4 participants