Files
StarPilot/selfdrive/test/process_replay
George Hotz 29cd51b876 modeld: Move from SNPE to tinygrad (#25207)
* compiling, won't work yet

* running with inputs and outputs

* there's some magic chance this works

* no more dlc, include onnx

* yolo tests plz

* bump tinygrad

* files_common + delete dlc

* tinygrad_repo -> tinygrad

* pre commit config

* llops needed

* extra in files_common

* bump tinygrad

* fix indent

* tinygrad/nn/__init__

* tinygrad_repo

* bump tinygrad repo

* bump tinygrad

* bump with native_exp, match maybe

* native_explog is argument

* pyopencl no cache

* 5% chance this matches

* work in float32?

* bump tinygrad

* fix build

* no __init__

* fix recip

* dumb hack

* adding thneed PC support

* fix pc segfault

* pc thneed is working

* to_image

* prints stuff with debug=2

* it sort of works

* copy host ptr is simpler

* bug fix

* build on c3

* this correct?

* reenable float16

* fix private, fixup copy_inputs internal

* bump tinygrad and update ref commit

* fix OPTWG on PC

* maybe fix non determinism

* revert model replay ref commit

* comments, init zeroed out buffers

* upd ref commit

* bump tinygrad to fix initial image

* try this ref

Co-authored-by: Comma Device <device@comma.ai>
old-commit-hash: 40d6f4b65c3776ffd78b3c3285dc5532a802c423
2022-09-01 10:31:14 -07:00
..
2020-01-17 11:16:14 -08:00
2021-05-06 19:27:58 +02:00

Process replay

Process replay is a regression test designed to identify any changes in the output of a process. This test replays a segment through individual processes and compares the output to a known good replay. Each make is represented in the test with a segment.

If the test fails, make sure that you didn't unintentionally change anything. If there are intentional changes, the reference logs will be updated.

Use test_processes.py to run the test locally. Use FILEREADER_CACHE='1' test_processes.py to cache log files.

Currently the following processes are tested:

  • controlsd
  • radard
  • plannerd
  • calibrationd
  • dmonitoringd
  • locationd
  • laikad
  • paramsd
  • ubloxd

Usage

Usage: test_processes.py [-h] [--whitelist-procs PROCS] [--whitelist-cars CARS] [--blacklist-procs PROCS]
                         [--blacklist-cars CARS] [--ignore-fields FIELDS] [--ignore-msgs MSGS] [--update-refs] [--upload-only]
Regression test to identify changes in a process's output
optional arguments:
  -h, --help            show this help message and exit
  --whitelist-procs PROCS               Whitelist given processes from the test (e.g. controlsd)
  --whitelist-cars WHITELIST_CARS       Whitelist given cars from the test (e.g. HONDA)
  --blacklist-procs BLACKLIST_PROCS     Blacklist given processes from the test (e.g. controlsd)
  --blacklist-cars BLACKLIST_CARS       Blacklist given cars from the test (e.g. HONDA)
  --ignore-fields IGNORE_FIELDS         Extra fields or msgs to ignore (e.g. carState.events)
  --ignore-msgs IGNORE_MSGS             Msgs to ignore (e.g. carEvents)
  --update-refs                         Updates reference logs using current commit
  --upload-only                         Skips testing processes and uploads logs from previous test run

Forks

openpilot forks can use this test with their own reference logs, by default test_proccess.py saves logs locally.

To generate new logs:

./test_processes.py

Then, check in the new logs using git-lfs. Make sure to also update the ref_commit file to the current commit.