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: 40d6f4b65c

.pre-commit-config.yaml

@@ -28,7 +28,7 @@ repos:
     rev: v0.931
     hooks:
     -   id: mypy
-        exclude: '^(pyextra/)|(cereal/)|(rednose/)|(panda/)|(laika/)|(opendbc/)|(laika_repo/)|(rednose_repo/)/'
+        exclude: '^(pyextra/)|(cereal/)|(rednose/)|(panda/)|(laika/)|(opendbc/)|(laika_repo/)|(rednose_repo/)/|(tinygrad/)|(tinygrad_repo/)'
         additional_dependencies: ['types-PyYAML', 'lxml', 'numpy', 'types-atomicwrites', 'types-pycurl', 'types-requests', 'types-certifi']
         args:
         - --warn-redundant-casts
@@ -40,7 +40,7 @@ repos:
     rev: 4.0.1
     hooks:
     -   id: flake8
-        exclude: '^(pyextra/)|(cereal/)|(rednose/)|(panda/)|(laika/)|(opendbc/)|(laika_repo/)|(rednose_repo/)|(selfdrive/debug/)/'
+        exclude: '^(pyextra/)|(cereal/)|(rednose/)|(panda/)|(laika/)|(opendbc/)|(laika_repo/)|(rednose_repo/)|(tinygrad/)|(tinygrad_repo/)|(selfdrive/debug/)/'
         additional_dependencies: ['flake8-no-implicit-concat']
         args:
         - --indent-size=2
@@ -55,7 +55,7 @@ repos:
         entry: pylint
         language: system
         types: [python]
-        exclude: '^(pyextra/)|(cereal/)|(rednose/)|(panda/)|(laika/)|(laika_repo/)|(rednose_repo/)'
+        exclude: '^(pyextra/)|(cereal/)|(rednose/)|(panda/)|(laika/)|(laika_repo/)|(rednose_repo/)|(tinygrad/)|(tinygrad_repo/)'
         args:
         - -rn
         - -sn