Commit Graph

74 Commits

Author SHA1 Message Date
YassineYousfi
26541d9e7a new model: trained on new dataset (#27637)
* df733db3-fad2-4485-abe9-59a6a47f2233/449 946c0f55-247d-4790-a407-c07e4364b340/700

* fix reducel2 df733db3-fad2-4485-abe9-59a6a47f2233/449 946c0f55-247d-4790-a407-c07e4364b340/700

* update ref commit
2023-03-22 20:19:46 -07:00
George Hotz
3892c60980 tinygrad: bump to 0.5 (#27505)
* bump tinygrad to 0.5

* update release files

* ref commit + bump tinygrad

* save 220 mW

---------

Co-authored-by: Comma Device <device@comma.ai>
2023-03-06 15:50:28 -08:00
YassineYousfi
1e49c54ffb new model: improved height estimation (#27234)
* 07a3a2b2-6dbe-43c3-9bb9-a8023932e054/449 c3d7d18a-6207-42e7-84d9-601ecb3c6f0e/700

* 07a3a2b2-6dbe-43c3-9bb9-a8023932e054/449 db92e7f3-3f4b-4f0f-95ff-76cb6ed6894a/700

* update ref commit
2023-02-08 22:21:31 -08:00
YassineYousfi
7316cd03fb new model: fixed weight decay logic (#27068)
* 07a3a2b2-6dbe-43c3-9bb9-a8023932e054/449 cdfa9e3c-2807-49fc-bdc7-a985f8ff1644/700

* update refs
2023-01-26 19:09:12 -08:00
George Hotz
64ed44e3b5 tinygrad: update to new version (#27067)
* tinygrad: bump and retain OPENCL behavior

* add graph.py to release, bump tiny

* update files_common and read from it in scons

* bump with typo fix

* switch tinygrad backend to GPU

* update ref commit

Co-authored-by: Comma Device <device@comma.ai>
2023-01-24 14:06:56 -08:00
Mitchell Goff
5ab2fc16ab model_replay: use last N frames of segment so navRoute is valid (#26790)
* model_replay: use last N frames of segment so navRoute is valid

* Use llk logMonoTime for MapRenderState.locationMonoTime

* Record mapRenderState

* update refs

Co-authored-by: Comma Device <device@comma.ai>
2022-12-20 14:19:21 -08:00
Harald Schäfer
160c9ba1d2 Navmodel and driving style: update runner (#26762)
* Navmodel and driving style: update runner

* No driving style yet

* thneedrunner without extra inputs

* nav feature ref
2022-12-11 15:25:36 -08:00
Adeeb Shihadeh
f3a711953a navmodel: check images in replay test (#26747)
* move position

* log images

* enable test

* update refs

* ignore

Co-authored-by: Comma Device <device@comma.ai>
2022-12-09 22:56:32 -08:00
Adeeb Shihadeh
1da6f6a6e2 nav model replay (#26697)
* nav model replay

* set token

* fix gh actions

* update refs

* fix pc
2022-12-07 19:36:30 -08:00
YassineYousfi
ceb94f1bcd Revert "Albert Einstein Model" (#26576)
Revert "Albert Einstein Model (#26456)"

This reverts commit 34c80a6fbd.
2022-11-22 11:41:22 -08:00
YassineYousfi
34c80a6fbd Albert Einstein Model (#26456)
* d0bc247d-9529-4e50-a5dd-95a8a5733874/440 38fb1ce9-18d7-4292-9ffd-678f8483ebf4/700

* update model replay ref commit
2022-11-18 17:50:24 -08:00
Harald Schäfer
f63f0de80a E2e long model: calibrate model speed to wheel speed (#26395)
* calibrate!

* Fix test

* Fix proc replay

* check len

* get v_ego from model 8501d20-bb59-4193-aa82-82b2737dedd6/449 609d90f3-65e6-4617-a60c-d6d99eead408/700

* bump cereal

* initialize v_model_error

* typo

* better names

* cleanup

* bump cereal

* update model replay ref commit

* bump to cereal master

Co-authored-by: Yassine Yousfi <yyousfi1@binghamton.edu>
2022-11-07 17:49:36 -08:00
YassineYousfi
c3388d216c Model trained with headlight augmentation (#26284)
* d8501d20-bb59-4193-aa82-82b2737dedd6/449 ddfe2a22-fb0e-4ff0-a97f-0157b95eb44d/700

* update ref
2022-10-30 23:55:48 -07:00
HaraldSchafer
2b7290a142 Model trained with more long noise (#26241)
* d8501d20-bb59-4193-aa82-82b2737dedd6/449 d37d320d-7d78-479a-9be2-d58c75284307/700

* Update model ref
2022-10-26 00:20:30 -07:00
HaraldSchafer
d25ab3e366 Wide transform model (#26165)
* d8501d20-bb59-4193-aa82-82b2737dedd6/449 f78009d1-2184-4136-9fbc-1c5de55d460d/700

* Change model outs

* Add cereal

* Publish transform

* d8501d20-bb59-4193-aa82-82b2737dedd6/449 f78009d1-2184-4136-9fbc-1c5de55d460d/700

* Bump cereal to master

* Bump cereal to master

* Update model ref
2022-10-21 01:29:58 -07:00
ZwX1616
d522492ba0 DM: add use of e2e preds (#26078)
* try ml

* de56

* j914ef75a

* jd1124586

* jd1124586

* d112

* oops

* set

* update ref

* use offset

* bump DM power usage

* new ref
2022-10-17 19:40:06 -07:00
HaraldSchafer
b654ebdd25 Refactor model: no klblock (#26035)
* ff138dc0-d097-4818-b40e-dba5ba89d5d6/449 13274b7d-b546-4b91-a587-33b4af7dec6a/700

* b1bb39be-c6ce-4744-8e63-92969fda6bfc/449 f3ebfba1-f686-448f-be9b-b4d5010be91c/700

* model ref

Co-authored-by: Yassine Yousfi <yyousfi1@binghamton.edu>
2022-10-15 20:04:35 -07:00
YassineYousfi
6c5693e965 faster rocket launcher model (#26009)
* cache tokens 1456d261-d232-4654-8885-4d9fde883894/440 e63ab895-2222-4abd-a9a5-af86bb70e260/700

* udpate ref commit

* bump tinygrad to master
2022-10-07 17:22:42 -07:00
HaraldSchafer
cb0b7375b7 Rocket Launcher Model (#25963)
* 1456d261-d232-4654-8885-4d9fde883894/440 6b7d7cec-ead8-40f3-86cc-86d52c9b03fe/300

* compute only 9 tokens: 1456d261-d232-4654-8885-4d9fde883894/440 6b7d7cec-ead8-40f3-86cc-86d52c9b03fe/300

* tinygrad: cleanup gather

* 1456d261-d232-4654-8885-4d9fde883894/440 6b7d7cec-ead8-40f3-86cc-86d52c9b03fe/700

* empty commit for tests

* bump tinygrad

* dont use tinygrad matmul for now

* bump tinygrad

* 1456d261-d232-4654-8885-4d9fde883894/440 e63ab895-2222-4abd-a9a5-af86bb70e260/700

* float16 1456d261-d232-4654-8885-4d9fde883894/440 e63ab895-2222-4abd-a9a5-af86bb70e260/700

* increase steer rate cost

* Revert "increase steer rate cost"

This reverts commit 74ce9ab9be7ef17ecfec931f96851b12f37f2336.

* fork tinygrad

* empty commit for tests

* basics

* Kinda works

* new lat

* new tuning

* Move LATMPCN so scons compiles

* Update long weights

* Add tinygrad optim

* Update model ref

* update weights

* Update ref

* Try

* Error message for field ignore

* update model regf

* ref commit

* Fix onnx test

Co-authored-by: Yassine Yousfi <yyousfi1@binghamton.edu>
2022-10-05 21:43:38 -07:00
HaraldSchafer
e1b7a37a1f Support e2e long in longitudinal planner (#25636)
* refactor

* Add planer modes to support offline, acc, and blended

* add acceleration

* Fix index

* Update model ref

* Read in model outputs

* Add model msg

* Add e2e logic

* Add source
2022-09-01 15:40:25 -07:00
George Hotz
40d6f4b65c 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>
2022-09-01 10:31:14 -07:00
HaraldSchafer
2f46fe5d85 Nuclear Grade Model: less memory, more accuracy (#25524)
* c9d10c64-bea4-41ec-8ca3-d8c886fda172/440 6d1c8a6b-4070-4780-80f1-6f08f234275e/900

* update ref
2022-08-25 00:01:21 -07:00
HaraldSchafer
041458f632 Falcon Punch Model: turn cutting improvements (#25413)
* simplified change to mpc dynamics

* add jerk pts

* increase jerk cost

* increase jerk pts multipler to master value

* Add final commit

* 1456d261-d232-4654-8885-4d9fde883894/440 ac1a6744-85b0-4ec6-8ba7-608d0717b8f1/750

* some copies are useful

* update model replay ref

* less frames in model replay onnx cpu

* 1456d261-d232-4654-8885-4d9fde883894/440 264b67f5-3f52-4b58-b11f-58dd8aaf08bf/950

* 1456d261-d232-4654-8885-4d9fde883894/440 236fc556-fba3-4255-8ccf-684b22637160/950

* c9d10c64-bea4-41ec-8ca3-d8c886fda172/440 26d73dd2-862a-44ae-bbdd-32cc4f397ad7/900

* Fix couple tests

* Update ref

* Unused for now

* Add lateral factor comment

* Unused variable

Co-authored-by: nuwandavek <vivekaithal44@gmail.com>
Co-authored-by: Bruce Wayne <yassine@comma.ai>
Co-authored-by: Yassine Yousfi <yyousfi1@binghamton.edu>
Co-authored-by: Bruce Wayne <batman@gpu06.internal>
2022-08-12 00:47:59 -07:00
YassineYousfi
3afe7464df Model file too big: Revert "New model: minor fixes" (#25390)
Revert "New model: minor fixes (#25368)"

This reverts commit 55bf938504.
2022-08-08 12:42:46 -07:00
HaraldSchafer
55bf938504 New model: minor fixes (#25368)
* 1456d261-d232-4654-8885-4d9fde883894/440 ac1a6744-85b0-4ec6-8ba7-608d0717b8f1/750

* some copies are useful

* update model replay ref

* less frames in model replay onnx cpu

Co-authored-by: Bruce Wayne <yassine@comma.ai>
Co-authored-by: Yassine Yousfi <yyousfi1@binghamton.edu>
2022-08-05 17:28:15 -07:00
HaraldSchafer
9fbbefbc94 Update model replay commit for calib change (#25357)
* Update model replay commit for calib test

* more reliable baseline

* update docker login

Co-authored-by: Adeeb Shihadeh <adeebshihadeh@gmail.com>
2022-08-03 22:35:03 -07:00
HaraldSchafer
0e0b5c4e24 Revert "Rocket league model (#24869)" (#24936)
* Revert rocket league

* revert ref commit

* New model ref commit
2022-06-21 12:07:00 -07:00
ZwX1616
1f2f9ea9c9 fullframe DM model (#24860)
* Revert "put cereal on master"

This reverts commit a8ccd8f838.

* Revert "Revert fullframe DM model (#24812)"

This reverts commit c646eeee0a.

* revert revert cereal

* clip6

* 0.8 is fair

* Fiction compensation should be based on error

* Update refs

* Add deadzone

* not that

* good mg

* ref

* ref

* ee8f

* minor tweak

* ref

* recompile

* ref

* cereal

* match driverstatus

* new ref

* new ref

* pass token through jenkins credentials

* quote

* fix snpe dead weights

* final ref

Co-authored-by: Harald Schafer <harald.the.engineer@gmail.com>
Co-authored-by: Adeeb Shihadeh <adeebshihadeh@gmail.com>
2022-06-20 16:24:51 -07:00
HaraldSchafer
9283040d84 Rocket league model (#24869)
* dd9a502d-c8e2-4831-b365-804b0ae0739d/600 80041070-d276-4fed-bdb9-0075e5442908/420

* no elementwise op

* 9dabf0fe-2e60-44bf-8d3a-d20a74aca072/600 ae746590-0bb5-4a16-80db-15f02d314f03/300 c4663a12-b499-4c9b-90dd-b169e3948cb1/60

* explicit slice

* some copies are useful

* 1456d261-d232-4654-8885-4d9fde883894/440 c06eba55-1931-4e00-9d63-acad00161be0/700 af2eb6ba-1935-4318-aaf8-868db81a4932/425

* 154f663e-d3e9-4020-ad49-0e640588ebbe/399 badb5e69-504f-4544-a99e-ba75ed204b74/800 08330327-7663-4874-af7a-dcbd2c994ba7/800

* set steer rate cost to 1.0

* smaller temporal size

* Update model reg

* update model ref again

* This did upload somehow

* Update steer rate cost

Co-authored-by: Yassine Yousfi <yyousfi1@binghamton.edu>
2022-06-15 15:29:42 -07:00
Harald Schafer
c851cf7379 Revert "Update model ref"
This reverts commit efc8aa05b4.
2022-06-15 11:33:59 -07:00
Harald Schafer
efc8aa05b4 Update model ref 2022-06-15 11:32:26 -07:00
George Hotz
7a6f57a28e remove weights fixup with new SNPE (#24254)
* remove weights fixup with new SNPE

* Update ref

Co-authored-by: Comma Device <device@comma.ai>
Co-authored-by: Harald Schafer <harald.the.engineer@gmail.com>
2022-06-14 15:46:03 -07:00
ZwX1616
c646eeee0a Revert fullframe DM model (#24812)
* Revert "fullframe DM: flip RHD yaw to use matching thresholds"

This reverts commit 2ac6931003.

* Revert "fullframe DM model (#24762)"

This reverts commit d6c07a6b15.

* revert cereal
2022-06-10 16:16:46 -07:00
ZwX1616
d6c07a6b15 fullframe DM model (#24762)
* get log

* simplify two nonsense

* not needed

* libyuv is a joke

* clean up

* try small

* fast but not bad

* working

* clean up driverview

* simplified

* thats mirrored

* smol

* tweak

* ref is screen

* w/ ee

* update camera model

* no if TICI

* start

* update pose thresh

* less cpu more dsp

* new libyuv

* new snpe

* add files

* test

* should be fast

* update out len

* trigger test

* use master snpe

* add cereal

* update cereal

* refactor parsing

* missing ;

* get

* wrong type

* test model

* use driver data

* 10829278-72fe-4283-a118-2cef959ce174/1550

* no pf

* adapt driverview

* ;

* rhd learner

* update libyuv buildi x64

* ad4337ea

* remove blink slack

* test

* no

* use toggle

* b16

* fix for nv12

* 5b02cff5 both

* update test

* update cereal

* update cereal

* update cereal

* v2 packets

* revert libyuv

* no /

* update snpemodel

* ;

* memcpy

* fix test

* use toggle in driverview

* update power

* update replay

* Revert "update replay"

This reverts commit 1d0979ca59dbc89bc5890656e9501e83f0556d50.

* update model ref

* halve cpu

* fake 8bit onnx runner

* same thresh as report

* cereal master

Co-authored-by: Comma Device <device@comma.ai>
2022-06-08 20:13:46 -07:00
HaraldSchafer
7da48ebdba New model: better laneless (#24605)
* Fix ping pong

* Fix hugging: e6fd3a62-aa86-46d1-a414-19137ed1babc/800

* Remove lateral toggle

* a6da6265-1952-48dd-986b-2b5996dd2642/950

* Model replay commit

* Revert "Remove lateral toggle"

This reverts commit 69e57eb7e1a72e4bad5e12bcfded6ff431a21a0e.
2022-05-24 09:11:31 -07:00
HaraldSchafer
e2e5378dd3 Revert "Joint model (#24521)" (#24581)
This reverts commit 7996fd37ef.
2022-05-18 10:56:45 -07:00
HaraldSchafer
7996fd37ef Joint model (#24521)
* update models

* wip lanelines mhp parsing

* typos

* newer models

* 95995a49-db0c-4261-8776-b90780dc2a8c/600

* Use laneful policy to prevent planner aggression

* c8c3ab69-bd2c-4d1c-a7f8-9e8457e4827b/950

* ede8f75a-df3e-41fb-bc56-63e2f33858e5/950

* 7205c5af-7532-4215-ad9b-678789054db7/995

* bfb34fa3-1d72-4987-854f-43d42ee01015/950

* change cost

* 8ae2477a-b452-4601-b04c-d3af66ea5e98/950

* Update heading cost

* 9b991314-94f5-4f0b-872e-58d95266e4d0/333

* 9b991314-94f5-4f0b-872e-58d95266e4d0/950

* ede8f75a-df3e-41fb-bc56-63e2f33858e5/950

* undo lateral planner changes

* rm whitespace

* update ref

* c0acc19d-f2f1-47ae-8838-5382c6c6c7f5/950

* c0acc19d-f2f1-47ae-8838-5382c6c6c7f5/950

* update model refg

* Update model ref

Co-authored-by: Yassine Yousfi <yyousfi1@binghamton.edu>
2022-05-16 17:26:23 -07:00
Adeeb Shihadeh
ef81afc354 Revert "Joint Model (#24213)"
This reverts commit eff08cb17f.
2022-05-12 22:52:45 -07:00
YassineYousfi
eff08cb17f Joint Model (#24213)
* update models

* wip lanelines mhp parsing

* typos

* newer models

* 95995a49-db0c-4261-8776-b90780dc2a8c/600

* Use laneful policy to prevent planner aggression

* c8c3ab69-bd2c-4d1c-a7f8-9e8457e4827b/950

* ede8f75a-df3e-41fb-bc56-63e2f33858e5/950

* 7205c5af-7532-4215-ad9b-678789054db7/995

* bfb34fa3-1d72-4987-854f-43d42ee01015/950

* change cost

* 8ae2477a-b452-4601-b04c-d3af66ea5e98/950

* Update heading cost

* 9b991314-94f5-4f0b-872e-58d95266e4d0/333

* 9b991314-94f5-4f0b-872e-58d95266e4d0/950

* ede8f75a-df3e-41fb-bc56-63e2f33858e5/950

* undo lateral planner changes

* rm whitespace

* update ref

Co-authored-by: Harald Schafer <harald.the.engineer@gmail.com>
2022-05-12 19:47:33 -07:00
ZwX1616
720adbc49f DM: reduce model error on dsp by another 3.5x (#24159)
* a8236e30

* match

* update model ref
2022-04-07 16:53:06 -07:00
ZwX1616
de4031c98e DM: more precision running on DSP + e2e outputs (#23900)
* update cereal

* run but not use

* log distraction type

* regression scaling

* clean up naming

* add calib buf

* add to header

* fake model

* no calib model

* adjust threshs

* 018a305f

* fix bn

* tweak1

* tweak2

* 0ff2/666

* tweak3

* t4

* t5

* fix out of bound

* skip when replaying old segments

* update ref

* fix onnxmodel

* get calib

* update model replay refs

* up ref
2022-03-15 19:02:21 -07:00
Willem Melching
492398826f modeld: sync based on frame timestamp (#23901)
* sync based on frame ts

* log extra frame id

* ints only

* update ref

* no rounding errors
2022-03-07 10:46:15 +01:00
George Hotz
8d6f49aecf model: mse err from 0.02-> 0.000056 (#23891)
* mse err from 0.028070712 -> 5.8073703e-05

* build with weights fixup

* need thneed lib also

* don't break for binaries

* static analysis says i need init

* check the bias

* load_dlc_weights

* nicer scons

* tested scons

* fix static

* pylint issue

* new ref

* a few more asserts

Co-authored-by: Harald Schafer <harald.the.engineer@gmail.com>
2022-03-02 20:52:17 -08:00
HaraldSchafer
48154703a7 Fix tici bigmodel (#23817)
* Fix bigmodel on tici: cam intrinsics arent static

* Give TICI route own name for import

* Make function useable in offline test

* typo

* change tici ecam focal to trained focal

* No shadow variable

* Fixed ref

* Force update this time

* Update model replay ref commit
2022-02-21 19:57:04 -08:00
Willem Melching
85efde269d bigmodel (#23684)
* Added wide cam vipc client and bigmodel transform logic

* Added wide_frame to ModelState, should still work normally

* Refactored image input into addImage method, should still work normally

* Updated thneed/compile.cc

* Bigmodel, untested: 44f83118-b375-4d4c-ae12-2017124f0cf4/200

* Have to initialize extra buffer in SNPEModel

* Default paramater value in the wrong place I think

* Move USE_EXTRA to SConscript

* New model: 6c34d59a-acc3-4877-84bd-904c10745ba6/250

* move use extra check to runtime, not on C2

* this is always true

* more C2 checks

* log if frames are out of sync

* more logging on no frame

* store in pointer

* print sof

* add sync logic

* log based on sof difference as well

* keep both models

* less assumptions

* define above thneed

* typo

* simplify

* no need for second client is main is already wide

* more comments update

* no optional reference

* more logging to debug lags

* add to release files

* both defines

* New model: 6831a77f-2574-4bfb-8077-79b0972a2771/950

* Path offset no longer relevant

* Remove duplicate execute

* Moved bigmodel back to big_supercombo.dlc

* add wide vipc stream

* Tici must be tici

* Needs state too

* add wide cam support to model replay

* handle syncing better

* ugh, c2

* print that

* handle ecam lag

* skip first one

* so close

* update refs

Co-authored-by: mitchellgoffpc <mitchellgoffpc@gmail.com>
Co-authored-by: Harald Schafer <harald.the.engineer@gmail.com>
Co-authored-by: Adeeb Shihadeh <adeebshihadeh@gmail.com>
Co-authored-by: Comma Device <device@comma.ai>
2022-02-19 16:06:31 -08:00
George Hotz
90beaebefb add thneed optimizer (#23772)
* add thneed optimizer

* local work group opt

* kernels and final mods

* release files

* build system touchups

* fix kernel path, rand inputs for self test

* broken since extra is gone

* update model replay ref

Co-authored-by: Comma Device <device@comma.ai>
2022-02-15 15:32:00 -08:00
Adeeb Shihadeh
e49480185a update model replay ref commit after increased model idx precision 2021-12-16 15:58:56 -08:00
Mitchell Goff
1d119999c2 New model: 224877e7-dfcf-4b28-9482-371655918fe1/950 (#23170)
* New model: 224877e7-dfcf-4b28-9482-371655918fe1/950

* Updated model replay ref
2021-12-08 13:55:30 -08:00
Mitchell Goff
be89044c51 New model: d2053554-6094-43ce-943a-7bee3f43458d/950 (#23097)
* New model: d2053554-6094-43ce-943a-7bee3f43458d/950

* Updated model replay ref

* Revert "Updated model replay ref"

This reverts commit e83e0a1adc79dd20232b74932de202d858ebb485.

* New refs (again)

Co-authored-by: Adeeb Shihadeh <adeebshihadeh@gmail.com>
2021-12-01 22:43:13 -08:00
ZwX1616
1ec8f03ec6 test: Replay both models on C2/C3 (#23019)
* add dcam stream

* delete model_test

* both in jenkins

* update spinner

* get filename fn

* they are not random names

* update route

* new ref commit

* temporarily resize tmp

* clean up unlog send

* need calib 0

* revert device

* cleanup

* arg

Co-authored-by: Comma Device <device@comma.ai>
2021-11-24 15:59:19 -08:00