repo stringlengths 7 90 | file_url stringlengths 81 315 | file_path stringlengths 4 228 | content stringlengths 0 32.8k | language stringclasses 1
value | license stringclasses 7
values | commit_sha stringlengths 40 40 | retrieved_at stringdate 2026-01-04 14:38:15 2026-01-05 02:33:18 | truncated bool 2
classes |
|---|---|---|---|---|---|---|---|---|
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_symbolic_failures.py | tinygrad_repo/test/unit/test_symbolic_failures.py | import unittest
from tinygrad import Variable, dtypes
from tinygrad.helpers import Context
from tinygrad.uop.ops import Ops, UOp
class TestFuzzFailure(unittest.TestCase):
def setUp(self):
self.context = Context(CORRECT_DIVMOD_FOLDING=1)
self.context.__enter__()
def tearDown(self):
self.context.__exit... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_tar.py | tinygrad_repo/test/unit/test_tar.py | import unittest, tarfile, io, os, pathlib, tempfile
import numpy as np
from tinygrad import Tensor
from tinygrad.nn.state import tar_extract
class TestTarExtractFile(unittest.TestCase):
def setUp(self):
self.test_dir = tempfile.mkdtemp()
self.test_files = {
'file1.txt': b'Hello, World!',
'file2.b... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_rewrite_map.py | tinygrad_repo/test/unit/test_rewrite_map.py | import unittest
from tinygrad import dtypes
from tinygrad.uop.ops import UOp, graph_rewrite_map, _substitute
from tinygrad.uop.symbolic import symbolic
class TestRewriteMap(unittest.TestCase):
def test_substitute(self):
a = UOp.variable('a', 0, 10)
b = UOp.variable('b', 0, 10)
c = UOp.variable('c', 0, 10... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_viz.py | tinygrad_repo/test/unit/test_viz.py | import unittest, decimal, json, struct
from dataclasses import dataclass
from typing import Generator
from tinygrad.uop.ops import UOp, UPat, Ops, PatternMatcher, TrackedPatternMatcher
from tinygrad.uop.ops import graph_rewrite, track_rewrites, TRACK_MATCH_STATS
from tinygrad.uop.symbolic import sym
from tinygrad.dtyp... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_tensor_uop_representation.py | tinygrad_repo/test/unit/test_tensor_uop_representation.py | import unittest
from tinygrad import Tensor
from tinygrad.uop.ops import UPat, Ops, UOp
# NOTE: unlike before base for a realized tensor is always a BUFFER
realized_pattern = UPat(Ops.BUFFER)
# after realization, base tensor uops become RESHAPE(BUFFER)
buffer_view_pattern = UPat(Ops.RESHAPE, src=(UPat(Ops.BUFFER),))
c... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_tqdm.py | tinygrad_repo/test/unit/test_tqdm.py | import time, random, unittest, itertools
from unittest.mock import patch
from io import StringIO
from collections import namedtuple
from tqdm import tqdm
from tinygrad.helpers import tqdm as tinytqdm, trange as tinytrange
import numpy as np
def _get_iter_per_second(raw:str) -> float:
# raw might have unit scale
if... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_pattern_matcher.py | tinygrad_repo/test/unit/test_pattern_matcher.py | import unittest, itertools
from tinygrad.dtype import dtypes
from tinygrad.uop.ops import Ops, UOp, GroupOp # noqa: F401
from tinygrad.uop.ops import PatternMatcher, UPat
class TestPatternMatcher(unittest.TestCase):
def test_simple_match(self):
matcher = PatternMatcher([(UPat(Ops.CONST, name="x", dtype=dtypes.fl... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_symbolic_shapetracker.py | tinygrad_repo/test/unit/test_symbolic_shapetracker.py | import unittest
from tinygrad.shape.shapetracker import ShapeTracker, View
from tinygrad import Variable
from tinygrad.tensor import Tensor
class TestSymbolic(unittest.TestCase):
def assert_tuple_equal(self, x, y):
for a,b in zip(x,y): self.assertFalse(a != b)
def test_symbolic_st(self):
x = Variable("x",... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_allreduce.py | tinygrad_repo/test/unit/test_allreduce.py | import unittest
from tinygrad import Tensor
from tinygrad.helpers import Context
from tinygrad.uop.ops import Ops
class TestRingAllReduce(unittest.TestCase):
def test_schedule_ring(self):
with Context(RING=2):
N = 4
ds = tuple(f"CPU:{i}" for i in range(N))
t = Tensor.empty(N, N*100).shard(ds, a... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_linearizer_rewrite.py | tinygrad_repo/test/unit/test_linearizer_rewrite.py | import unittest
from tinygrad import Tensor, Context, Device
from tinygrad.engine.realize import get_program
from tinygrad.codegen.opt import Opt, OptOps
from tinygrad.uop.ops import KernelInfo
class TestLinearizerRewrite(unittest.TestCase):
def test_reduction(self):
t = Tensor.ones((64,64), device="NULL").conti... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_kernelize.py | tinygrad_repo/test/unit/test_kernelize.py | import unittest
from tinygrad import Tensor
from tinygrad.uop import Ops
class TestKernelize(unittest.TestCase):
def test_add_reshaped(self):
a = Tensor.ones(16,16).contiguous()
b = Tensor.zeros(16,16).contiguous()
ret = (a+b).sum(axis=1)
ret_reshaped_1 = ret.reshape(4,4)
ret_reshaped_2 = ret.res... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_masked_st.py | tinygrad_repo/test/unit/test_masked_st.py | import unittest
from tinygrad.tensor import Tensor
class TestMaskedShapeTracker(unittest.TestCase):
def test_mul_masked(self):
a = Tensor([1,1,1,1,1])
b = Tensor([1,1]).pad(((0,3),))
c = a*b
assert c.shape == a.shape
#assert c.uop.st.views[0].mask is not None
ret = c.data()
assert ret.tol... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_indexing.py | tinygrad_repo/test/unit/test_indexing.py | # test cases are modified from pytorch test_indexing.py https://github.com/pytorch/pytorch/blob/597d3fb86a2f3b8d6d8ee067e769624dcca31cdb/test/test_indexing.py
import unittest, random, warnings
import numpy as np
from tinygrad import Tensor, dtypes, Device, TinyJit
from tinygrad.device import is_dtype_supported
from t... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | true |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_llm_tokenizer.py | tinygrad_repo/test/unit/test_llm_tokenizer.py | import unittest, base64, functools, sys
from tinygrad.apps.llm import SimpleTokenizer, get_llama_re
from tinygrad.helpers import fetch
@unittest.skipIf(sys.platform == 'win32', "fetch race condition on Windows")
class TestLLMTokenizer(unittest.TestCase):
@functools.cached_property
def basic_tok(self): return Simpl... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_device.py | tinygrad_repo/test/unit/test_device.py | #!/usr/bin/env python
import unittest, os, subprocess, sys
from tinygrad import Tensor
from tinygrad.device import Device, Compiler
from tinygrad.helpers import diskcache_get, diskcache_put, getenv, Context, WIN, CI
class TestDevice(unittest.TestCase):
def test_canonicalize(self):
self.assertEqual(Device.canonic... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_linalg.py | tinygrad_repo/test/unit/test_linalg.py | import numpy as np
import unittest
from tinygrad import Tensor
from typing import List
import functools
def orthogonality_helper(A:Tensor,tolerance=1.0e-5):
b_shape,m = A.shape[0:-2],A.shape[-2] #outer dimension should be the dim along orthogonality
A_identity = (Tensor.eye(m).reshape((1,) * len(b_shape)+(m,m)).e... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_uop_vmin_vmax.py | tinygrad_repo/test/unit/test_uop_vmin_vmax.py | import unittest, math
from tinygrad.uop.ops import UOp, Ops
from tinygrad.dtype import dtypes, Invalid
class TestVminVmaxProperties(unittest.TestCase):
def test_vmin_vmax_constant(self):
# vmin and vmax for a constant
uop = UOp.const(dtypes.int32, 42)
self.assertEqual(uop.vmin, 42)
self.assertEqual(u... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_transcendental_helpers.py | tinygrad_repo/test/unit/test_transcendental_helpers.py | import unittest, math
import numpy as np
from tinygrad import dtypes
from tinygrad.uop.ops import UOp, Ops
from tinygrad.uop.decompositions import TRANSCENDENTAL_DTYPES, payne_hanek_reduction, cody_waite_reduction
from tinygrad.uop.decompositions import frexp, rintk, xpow, xexp2, xlog2, trig_poly, pow2if
from test.help... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_simple_schedule.py | tinygrad_repo/test/unit/test_simple_schedule.py | import unittest
from tinygrad import Tensor
from tinygrad.uop.ops import Ops
class TestSimpleSchedule(unittest.TestCase):
def test_reduce_doesnt_split(self):
a = Tensor.empty(16,16).sum(axis=1)
a1 = a.reshape(4,4)
a2 = a.reshape(16,1,1)
Tensor.kernelize(a1, a2)
kernels = [x for x in a1.uop.sink(a... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_mnist_dataset.py | tinygrad_repo/test/unit/test_mnist_dataset.py | import unittest
from tinygrad.helpers import GlobalCounters
from tinygrad.nn.datasets import mnist
class TestDataset(unittest.TestCase):
def test_dataset_is_realized(self):
X_train, _, _, _ = mnist()
X_train[0].contiguous().realize()
start = GlobalCounters.kernel_count
X_train[0].contiguous().realize... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_block_reorder.py | tinygrad_repo/test/unit/test_block_reorder.py | import unittest, random
from tinygrad.dtype import dtypes
from tinygrad.uop.ops import print_uops, UOp, Ops
from tinygrad.codegen.late.linearize import block_reorder
from tinygrad.renderer.cstyle import OpenCLRenderer
def is_toposorted(lst:list[UOp]):
seen = set()
for u in lst:
if any(p not in seen for p in u.... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_elf.py | tinygrad_repo/test/unit/test_elf.py | import unittest, subprocess, platform
from tinygrad.runtime.ops_cpu import ClangJITCompiler
from tinygrad.runtime.support.elf import elf_loader
class TestElfLoader(unittest.TestCase):
def test_load_clang_jit_strtab(self):
src = '''
int something; // will be a load from a relocation (needed for .rela.text t... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_view.py | tinygrad_repo/test/unit/test_view.py | #!/usr/bin/env python
import unittest
from tinygrad.shape.view import View, merge_dims
# from tinygrad.shape.shapetracker import ShapeTracker
class TestView(unittest.TestCase):
def test_canonicalize_empty_mask(self):
v = View.create(shape=(2,2,2), strides=(4,2,1), mask=((0,2),(0,2),(0,2)))
self.assertIsNone(... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_uop_resolve.py | tinygrad_repo/test/unit/test_uop_resolve.py | import unittest
from tinygrad.dtype import dtypes
from tinygrad.uop.ops import UOp, resolve
class TestUOpResolve(unittest.TestCase):
def test_simple_int(self):
u = UOp.const(dtypes.int, 4)
self.assertEqual(int(u), 4)
def test_int_add(self):
u = UOp.const(dtypes.int, 4) + 7
self.assertEqual(int(u),... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_shapetracker_math.py | tinygrad_repo/test/unit/test_shapetracker_math.py | import unittest
from tinygrad.helpers import prod
from tinygrad.shape.view import View
from tinygrad.shape.shapetracker import ShapeTracker
from tinygrad import Variable
from test.unit.test_shapetracker import shapetracker_getitem
class MultiShapeTracker:
def __init__(self, sts:list[ShapeTracker]): self.sts = sts
... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_graph_rewrite.py | tinygrad_repo/test/unit/test_graph_rewrite.py | import unittest, math
from tinygrad import dtypes
from tinygrad.helpers import all_same
from tinygrad.uop.ops import GroupOp, UOp, Ops, exec_alu, PatternMatcher, TrackedPatternMatcher, UPat
from tinygrad.codegen import full_rewrite_to_sink
from hypothesis import given, strategies as strat
# Helper function to apply th... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_gguf.py | tinygrad_repo/test/unit/test_gguf.py | import os, unittest, ctypes
from tinygrad import dtypes, Tensor, fetch, Device
import numpy as np
from tinygrad.nn.state import ggml_data_to_tensor, gguf_load
from tinygrad.device import is_dtype_supported
try:
import ggml
except ModuleNotFoundError:
raise unittest.SkipTest("ggml not installed, skipping gguf test")... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_gradient.py | tinygrad_repo/test/unit/test_gradient.py | from typing import Callable
import unittest, math
import torch
import numpy as np
from tinygrad import Tensor
from tinygrad.dtype import dtypes
from tinygrad.uop.ops import UOp
from tinygrad.gradient import compute_gradient
class TestGradient(unittest.TestCase):
def _cmp_nan_okay(self, x, y):
if math.isnan(x) an... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_shm_tensor.py | tinygrad_repo/test/unit/test_shm_tensor.py | import unittest
import multiprocessing.shared_memory as shared_memory
from tinygrad.helpers import CI
from tinygrad.tensor import Tensor, Device
import numpy as np
class TestRawShmBuffer(unittest.TestCase):
def test_e2e(self):
t = Tensor.randn(2, 2, 2).realize()
# copy to shm
shm_name = (s := shared_mem... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_dtype.py | tinygrad_repo/test/unit/test_dtype.py | import unittest
from tinygrad.tensor import Tensor
from tinygrad.dtype import dtypes, DType, ImageDType, PtrDType, to_dtype
class TestImageDType(unittest.TestCase):
def test_image_scalar(self):
assert dtypes.imagef((10,10)).base.scalar() == dtypes.float32
assert dtypes.imageh((10,10)).base.scalar() == dtypes... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_tensor_io.py | tinygrad_repo/test/unit/test_tensor_io.py | import unittest
from tinygrad import Tensor, dtypes
from tinygrad.nn.state import TensorIO
class TestTensorIO(unittest.TestCase):
def test_create(self):
with self.assertRaises(ValueError):
TensorIO(Tensor(b"Hello World").reshape(1, -1))
with self.assertRaises(ValueError):
TensorIO(Tensor([], dtyp... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_uop_spec.py | tinygrad_repo/test/unit/test_uop_spec.py | from __future__ import annotations
import unittest
from tinygrad import Tensor
from tinygrad.helpers import DEBUG
from tinygrad.uop.ops import UOp, Ops, print_uops
from tinygrad.uop.spec import type_verify, ast_spec, tensor_uop_spec
from tinygrad.shape.shapetracker import ShapeTracker
from tinygrad import dtypes
from ... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_hashing.py | tinygrad_repo/test/unit/test_hashing.py | from typing_extensions import Callable
import hashlib, random, unittest
from tinygrad import Tensor, Device, getenv, dtypes
from tinygrad.device import is_dtype_supported
@unittest.skipUnless(is_dtype_supported(dtypes.uint8) and is_dtype_supported(dtypes.uint64), "Device must support uint8 and uint64")
@unittest.skipI... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_tensor_data.py | tinygrad_repo/test/unit/test_tensor_data.py | import unittest, struct
from tinygrad import Tensor, dtypes
# format types: https://docs.python.org/3/library/struct.html
class TestTensorBytes(unittest.TestCase):
def test_bytes(self):
lst = Tensor(bytes(b"\xaa\xbb\xcc\xdd"))
assert lst.tolist() == [170, 187, 204, 221]
def test_float_bytes(self):
ls... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_rearrange_einops.py | tinygrad_repo/test/unit/test_rearrange_einops.py | # modified from
# https://github.com/arogozhnikov/einops/blob/master/tests/test_examples.py
# https://github.com/arogozhnikov/einops/blob/master/tests/test_ops.py
# https://github.com/arogozhnikov/einops/blob/master/tests/test_parsing.py
import numpy as np
import unittest
from tinygrad import Tensor
class test_rearr... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_conv.py | tinygrad_repo/test/unit/test_conv.py | import unittest
import numpy as np
from tinygrad.tensor import Tensor
from tinygrad.helpers import Context
class TestConv(unittest.TestCase):
def test_simple(self):
x = Tensor.ones(1,12,16,32).contiguous().realize()
w = Tensor.ones(32,12,3,3).contiguous().realize()
ret = x.conv2d(w, stride=(2,2), padding... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_shapetracker.py | tinygrad_repo/test/unit/test_shapetracker.py | #!/usr/bin/env python
import unittest
import numpy as np
from tinygrad.dtype import dtypes, Invalid
from tinygrad.helpers import prod
from tinygrad.shape.shapetracker import ShapeTracker, View
from tinygrad import Variable
from tinygrad.uop.ops import UOp, Ops, graph_rewrite
from tinygrad.codegen.late.devectorizer impo... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_rewrite_tracked_childen.py | tinygrad_repo/test/unit/test_rewrite_tracked_childen.py | import unittest
from tinygrad import Tensor
from tinygrad.uop.ops import PatternMatcher, Ops, UPat, graph_rewrite, RewriteContext, UOp
from tinygrad.schedule.kernelize import kernelize_sym, merge_views
class TestRewriteTrackedChildren(unittest.TestCase):
@unittest.skip("track_children no longer supported")
def tes... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_uop_symbolic.py | tinygrad_repo/test/unit/test_uop_symbolic.py | #!/usr/bin/env python
import unittest, pickle, functools, math
import z3
from tinygrad.dtype import dtypes, ConstType, DType, Invalid
from tinygrad.codegen import full_rewrite
from tinygrad.helpers import Context
from tinygrad.uop.ops import UOp, Ops, graph_rewrite, sym_infer, track_rewrites
from tinygrad.uop.symbolic... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | true |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_disk_tensor.py | tinygrad_repo/test/unit/test_disk_tensor.py | import os, pathlib, tempfile, unittest
import numpy as np
from tinygrad import Tensor, Device, dtypes
from tinygrad.dtype import DType
from tinygrad.nn.state import safe_load, safe_save, get_state_dict, torch_load
from tinygrad.helpers import Timing, fetch, temp, CI, OSX
from tinygrad.device import is_dtype_supported
... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_disk_cache.py | tinygrad_repo/test/unit/test_disk_cache.py | import unittest
import pickle
from tinygrad.helpers import diskcache_get, diskcache_put, diskcache, diskcache_clear
def remote_get(table,q,k): q.put(diskcache_get(table, k))
def remote_put(table,k,v): diskcache_put(table, k, v)
class DiskCache(unittest.TestCase):
def test_putget(self):
table = "test_putget"
... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_attention.py | tinygrad_repo/test/unit/test_attention.py | import unittest
from tinygrad import Tensor, dtypes, TinyJit, UOp
from tinygrad.apps.llm import apply_rope
# TODO: test_scheduler, but just in uint
class TestAttention(unittest.TestCase):
def test_half_qkv_buffers(self):
BS, seqlen, dim = 10, 4, 100
q = Tensor.ones(BS, seqlen, dim, dtype=dtypes.half).contigu... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_upat_compile.py | tinygrad_repo/test/unit/test_upat_compile.py | import unittest
from tinygrad.helpers import DEBUG
from tinygrad.dtype import dtypes
from tinygrad.uop.ops import UPat, track_rewrites, GroupOp, Ops
from tinygrad.uop.upat import _get_code, upat_compile
import dis
@track_rewrites()
def do_compile(up):
print("\n***** COMPILE", up)
match_code = _get_code(up, False)
... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_microbenchmarks.py | tinygrad_repo/test/unit/test_microbenchmarks.py | import unittest, time
from tinygrad.uop.ops import UOp
from tinygrad.dtype import dtypes
# it's about 1 ms per 1k UOps on M3
N = 10000
class TestMicrobenchmarks(unittest.TestCase):
def setUp(self):
self.st = time.perf_counter()
def tearDown(self):
et = (time.perf_counter() - self.st)
print(f"{self._te... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/__init__.py | tinygrad_repo/test/unit/__init__.py | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false | |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_rewrite_not_ready.py | tinygrad_repo/test/unit/test_rewrite_not_ready.py | import unittest
from dataclasses import dataclass, field
from tinygrad.uop.ops import PatternMatcher, UOp, graph_rewrite, Ops, UPat, GroupOp, RewriteNotReady
# we could insert CHILDREN node
@dataclass
class ChildrenContext:
children: dict[UOp, list[UOp]]|None = None
# this is a generic child labeller
def extract_c... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_winograd.py | tinygrad_repo/test/unit/test_winograd.py | import unittest, sys
import numpy as np
from tinygrad import Tensor, GlobalCounters, dtypes, Context, nn
from tinygrad.helpers import CI, Profiling, WINO
@unittest.skipIf(sys.platform.startswith("win"), "flaky on Windows")
class TestWinogradClose(unittest.TestCase):
def test_close(self):
inp = Tensor.rand(1, 16,... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_qcom.py | tinygrad_repo/test/unit/test_qcom.py | #!/usr/bin/env python
import unittest
from tinygrad.device import Device, BufferSpec
from tinygrad.dtype import dtypes
@unittest.skipUnless(Device.DEFAULT == "QCOM", "QCOM device required to run")
class TestQcom(unittest.TestCase):
def test_image_pitch(self):
dev = Device["QCOM"]
def __validate(imgdt, expec... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_rewrite_bottom_up_gate.py | tinygrad_repo/test/unit/test_rewrite_bottom_up_gate.py | import unittest
from tinygrad.uop.ops import PatternMatcher, UOp, graph_rewrite, Ops, UPat, BottomUpGate
def assert_not_reached(): assert False, "This function should not be reached"
def gate(): raise BottomUpGate
class TestBottomUpGate(unittest.TestCase):
def test_basic_bottom_up_gate(self):
"""Test that Botto... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_simplify_valid_idx.py | tinygrad_repo/test/unit/test_simplify_valid_idx.py | import unittest, itertools
from tinygrad.codegen import full_rewrite_to_sink
from tinygrad.dtype import dtypes
from tinygrad.uop.ops import UOp, Ops
from tinygrad.uop.symbolic import simplify_valid
from tinygrad.helpers import Context
def get_gated_load_uop(valid:UOp, idx:UOp):
return UOp(Ops.LOAD, dtypes.float, (
... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/test/unit/test_helpers.py | tinygrad_repo/test/unit/test_helpers.py | import ctypes, gzip, unittest, timeit
from tinygrad import Variable
from tinygrad.helpers import Context, ContextVar, argfix, colored, word_wrap, is_numpy_ndarray, CI, mv_address
from tinygrad.helpers import merge_dicts, strip_parens, prod, round_up, fetch, fully_flatten, from_mv, to_mv, polyN, time_to_str, cdiv, cmod,... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/onnx_helpers.py | tinygrad_repo/extra/onnx_helpers.py | from tinygrad import Tensor
from tinygrad.tensor import _to_np_dtype
from tinygrad.frontend.onnx import OnnxRunner, OnnxValue
import numpy as np
import onnxruntime as ort
def get_example_inputs(graph_inputs:dict[str, OnnxValue], config={}):
def _get_shape(onnx_shape: tuple[str|int]):
shape = []
for onnx_dim ... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/test_hcopt.py | tinygrad_repo/extra/test_hcopt.py | import time
from extra.optimization.helpers import load_worlds, ast_str_to_ast
from tinygrad import Device
from tinygrad.codegen.lowerer import pm_lowerer, get_index
from tinygrad.uop.ops import graph_rewrite
from tinygrad.codegen.opt.kernel import Kernel
from tinygrad.codegen.opt.postrange import Scheduler
from tinygr... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/ring_copy.py | tinygrad_repo/extra/ring_copy.py | from tinygrad import Tensor, Device, GlobalCounters
from tinygrad.helpers import Timing
N = 512
GPUS = 5
ds = tuple([f"{Device.DEFAULT}:{i+1}" for i in range(GPUS)])
t = [Tensor.ones(N, N, N, device=d).contiguous().realize() for d in ds]
for _ in range(10):
GlobalCounters.reset()
with Timing():
for ti in t:
... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/training.py | tinygrad_repo/extra/training.py | import numpy as np
from tinygrad.tensor import Tensor
from tinygrad.helpers import CI, trange
from tinygrad.engine.jit import TinyJit
def train(model, X_train, Y_train, optim, steps, BS=128, lossfn=lambda out,y: out.sparse_categorical_crossentropy(y),
transform=lambda x: x, target_transform=lambda x: x, nolos... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/hip_events.py | tinygrad_repo/extra/hip_events.py | import ctypes
import tinygrad.runtime.autogen.hip as hip
from tinygrad.runtime.ops_hip import check
from tinygrad.helpers import init_c_var
if __name__ == "__main__":
check(hip.hipSetDevice(0))
evt = init_c_var(hip.hipEvent_t(), lambda x: check(hip.hipEventCreate(ctypes.byref(x))))
check(hip.hipSetDevice(1))
c... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/hip_large_kernel.py | tinygrad_repo/extra/hip_large_kernel.py | from tinygrad.device import Device, Buffer
from tinygrad.dtype import dtypes, _to_np_dtype
dev = Device.default
mbin = dev.compiler.compile("""
typedef long unsigned int size_t;
extern "C" __attribute__((device, const)) size_t __ockl_get_group_id(unsigned int);
extern "C" __attribute__((global)) void __attribute__((am... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/archprobe.py | tinygrad_repo/extra/archprobe.py | # copying the kernels from https://github.com/microsoft/ArchProbe into Python
import numpy as np
import pickle
from tinygrad.runtime.ops_cl import CLProgram, CLBuffer
from tinygrad import dtypes
from tqdm import trange, tqdm
from matplotlib import pyplot as plt
tests = {}
def register_test(fxn):
tests[fxn.__name__] ... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/multitensor.py | tinygrad_repo/extra/multitensor.py | import numpy as np
from tinygrad import Tensor, Device, GlobalCounters
from tinygrad.helpers import Timing
d0, d1 = f"{Device.DEFAULT}:1", f"{Device.DEFAULT}:2"
N = 256
FLOPS = N*N*N*2
# LazyBuffer should make three fields lists: self.st (all must have the same shape), self.realized, and self.device
def explicit_sha... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/to_movement_ops.py | tinygrad_repo/extra/to_movement_ops.py | import itertools
from enum import Enum, auto
from collections import defaultdict
from typing import List, Tuple, DefaultDict
from tinygrad.helpers import prod, tqdm
from tinygrad.uop.ops import UOp, Ops
from tinygrad.shape.shapetracker import ShapeTracker
from tinygrad.uop.ops import sym_infer
from tinygrad.tensor impo... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/bench_log.py | tinygrad_repo/extra/bench_log.py | import time, atexit, uuid
from enum import Enum
from tinygrad.device import Device
from tinygrad.helpers import DEBUG, ContextVar, getenv, GlobalCounters
BENCHMARK_LOG = ContextVar("BENCHMARK_LOG", "")
if BENCHMARK_LOG:
from influxdb_client_3 import InfluxDBClient3, Point, WriteOptions, write_client_options
from... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/export_model.py | tinygrad_repo/extra/export_model.py | from typing import Tuple, Dict, List, Optional
from tinygrad.dtype import DType
from tinygrad.renderer import ProgramSpec
from tinygrad.tensor import Device, Tensor
from tinygrad.engine.jit import TinyJit
from tinygrad.nn.state import get_state_dict
from tinygrad.helpers import Context, to_mv
from tinygrad.dtype import... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/transfer_speed.py | tinygrad_repo/extra/transfer_speed.py | from tinygrad import Tensor, Device
#N = 1024
N = 32
t = Tensor.rand(N, N, N, device="CPU").realize()
d1 = Device.DEFAULT + ":1"
d2 = Device.DEFAULT + ":2"
d3 = Device.DEFAULT + ":3"
for i in range(3):
t.to_(d1)
t.realize()
# t.to_("CPU")
# t.realize()
t.to_(d2)
t.realize()
t.to_(d3)
t.realize()
| python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/replay_pkl.py | tinygrad_repo/extra/replay_pkl.py | import pickle, sys
from dataclasses import replace
from tinygrad import Device, Context, Tensor, GlobalCounters
from tinygrad.device import Buffer
from tinygrad.helpers import getenv, BEAM
from tinygrad.engine.jit import TinyJit
from tinygrad.engine.realize import CompiledRunner, ExecItem, ScheduleItem, lower_schedule_... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/introspection.py | tinygrad_repo/extra/introspection.py | import gc
from tinygrad.helpers import prod
from tinygrad.uop.ops import UOp
from tinygrad.device import Buffer
from tinygrad import Tensor, GlobalCounters
def print_objects():
#gc.collect()
tensors = [x for x in gc.get_objects() if isinstance(x, Tensor)]
tensor_ram_used = sum([prod(x.shape)*4 for x in tensors])... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/mcts_search.py | tinygrad_repo/extra/mcts_search.py | from __future__ import annotations
from typing import List, Optional, Dict, cast
import numpy as np
np.set_printoptions(suppress=True)
import math, functools, time, random, statistics
from tinygrad.helpers import DEBUG, getenv, CACHELEVEL, diskcache_get, diskcache_put, colored, Profiling
from tinygrad.codegen.opt.kerne... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/dump_cache.py | tinygrad_repo/extra/dump_cache.py | import sys, sqlite3, pickle
from tinygrad.helpers import CACHEDB
if __name__ == "__main__":
fn = sys.argv[1] if len(sys.argv) > 1 else CACHEDB
conn = sqlite3.connect(fn)
cur = conn.cursor()
cur.execute("SELECT name FROM sqlite_master WHERE type='table'")
for f in cur.fetchall():
table = f[0]
cur2 = c... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/disk_read_speed.py | tinygrad_repo/extra/disk_read_speed.py | #!/usr/bin/env python3
import os, ctypes, ctypes.util, io, mmap, pathlib
from tinygrad import Tensor, dtypes, Device
from tinygrad.helpers import Timing, from_mv
libc = ctypes.CDLL(ctypes.util.find_library("c"))
#from extra.hip_gpu_driver import hip_ioctl
# sudo su -c "echo 3 > /proc/sys/vm/drop_caches"
# sudo su -c... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/f16_decompress.py | tinygrad_repo/extra/f16_decompress.py | from tinygrad import Tensor
def bit_extract(x: Tensor, e: int, s: int) -> Tensor:
mask = (1 << (e - s + 1)) - 1
return (x >> s) & mask
def u16_to_f16(x: Tensor) -> Tensor:
sign = bit_extract(x, 15, 15).float()
exponent = bit_extract(x, 14, 10).float()
fraction = bit_extract(x, 9, 0).float()
return sign.wh... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/gradcheck.py | tinygrad_repo/extra/gradcheck.py | import numpy as np
from tinygrad.tensor import Tensor, _to_np_dtype
def mask_like(like, mask_inx, mask_value = 1.0):
mask = np.zeros(like.shape, dtype=_to_np_dtype(like.dtype)).reshape(-1)
mask[mask_inx] = mask_value
return mask.reshape(like.shape)
def jacobian(func, input):
output = func(input)
ji = input... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/augment.py | tinygrad_repo/extra/augment.py | import numpy as np
from PIL import Image
from pathlib import Path
import sys
cwd = Path.cwd()
sys.path.append(cwd.as_posix())
sys.path.append((cwd / 'test').as_posix())
from extra.datasets import fetch_mnist
from tqdm import trange
def augment_img(X, rotate=10, px=3):
Xaug = np.zeros_like(X)
for i in trange(len(X)... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/test_pyrender.py | tinygrad_repo/extra/test_pyrender.py | from extra.optimization.helpers import load_worlds, ast_str_to_ast
from tinygrad.helpers import tqdm
from tinygrad.uop.ops import pyrender, UOp, Ops
from tinygrad import dtypes
from tinygrad.shape.shapetracker import ShapeTracker, View
inf, nan = float('inf'), float('nan')
if __name__ == "__main__":
ast_strs = load_... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/hook_cuda.py | tinygrad_repo/extra/hook_cuda.py | import ctypes, struct, platform, pathlib, os, binascii
from hexdump import hexdump
from tinygrad.helpers import to_mv, DEBUG, getenv
from tinygrad.runtime.autogen import libc, cuda
from tinygrad.device import CPUProgram
from tinygrad.runtime.support.elf import elf_loader
from tinygrad.runtime.ops_cuda import cu_time_ex... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/thneed.py | tinygrad_repo/extra/thneed.py | # this can be constructed from a cl_cache or loaded from a thneed file
import time
import struct
import json
import traceback
import numpy as np
from tinygrad.runtime.ops_cl import CLProgram, compile_gpu
from tinygrad.device import Device
from tinygrad.helpers import DEBUG, getenv
from collections import defaultdict
im... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/reduce_speed.py | tinygrad_repo/extra/reduce_speed.py | import numpy as np
import ctypes
from tinygrad import Tensor, GlobalCounters, Context
from tinygrad.engine.realize import lower_schedule, CompiledRunner
from tinygrad.device import CPUProgram
from dataclasses import replace
from keystone import Ks, KS_ARCH_ARM64, KS_MODE_LITTLE_ENDIAN
# only the memory access, over 10... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/threefry.py | tinygrad_repo/extra/threefry.py | if __name__ == "__main__":
import os
if "DEBUG" not in os.environ: os.environ["DEBUG"] = "2"
from tinygrad import Tensor, GlobalCounters
from tinygrad.helpers import getenv
if (seed := getenv("SEED", 0)) != 0:
Tensor.manual_seed(seed)
print(f"using seed {Tensor._seed}")
for N in [10_000_000, 100_00... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/lr_scheduler.py | tinygrad_repo/extra/lr_scheduler.py | import math
from typing import List
from tinygrad.nn.optim import Optimizer
from tinygrad.tensor import Tensor
class LR_Scheduler:
def __init__(self, optimizer: Optimizer):
self.optimizer = optimizer
self.epoch_counter = Tensor([0], requires_grad=False, device=self.optimizer.device)
def get_lr(self): pass... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/torch_muon.py | tinygrad_repo/extra/torch_muon.py | import torch
#credit to KellerJordan at https://github.com/KellerJordan/Muon/tree/master
#some changes: classic momentum instead of weighting gradient
#added ns_steps, ns_params, nesterov as hyperparams
def zeropower_via_newtonschulz5(G:torch.tensor, steps:int, params:tuple[int, ...]):
"""
Newton-Schulz iteration ... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/remu/test/hwtest.py | tinygrad_repo/extra/remu/test/hwtest.py | import numpy as np
import unittest
import subprocess, struct, math
from typing import cast
from tinygrad.runtime.ops_amd import AMDProgram, AMDDevice
from tinygrad import Tensor, dtypes, Device
from tinygrad.helpers import diskcache, OSX, getenv
@diskcache
def assemble(code:str) -> bytes:
try:
LLVM_MC = "llvm-mc... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/disassemblers/adreno/__init__.py | tinygrad_repo/extra/disassemblers/adreno/__init__.py | import ctypes
import os
import pathlib
import struct
from hexdump import hexdump
fxn = None
def disasm_raw(buf):
global fxn
if fxn is None:
shared = pathlib.Path(__file__).parent / "disasm.so"
if not shared.is_file():
os.system(f'cd {pathlib.Path(__file__).parent} && gcc -shared disasm-a3xx.c -o disa... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/hcq/hcq_smi.py | tinygrad_repo/extra/hcq/hcq_smi.py | #!/usr/bin/env python3
from tinygrad.runtime.support.system import System
import argparse, glob, os, re, time, subprocess, sys
def scan_devs_based_on_lock(prefix:str, args) -> list[str]:
target_dev = args.pci_bus if 'pci_bus' in args.__dir__() else ""
devs = []
for dev in glob.glob(f'/tmp/{prefix}_*.lock'):
... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/huggingface_onnx/run_models.py | tinygrad_repo/extra/huggingface_onnx/run_models.py | import onnx, yaml, tempfile, time, argparse, json
from pathlib import Path
from typing import Any
from tinygrad.frontend.onnx import OnnxRunner
from extra.onnx_helpers import validate, get_example_inputs
from extra.huggingface_onnx.huggingface_manager import DOWNLOADS_DIR, snapshot_download_with_retry
def get_config(r... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/huggingface_onnx/huggingface_manager.py | tinygrad_repo/extra/huggingface_onnx/huggingface_manager.py | import yaml
import time
import requests
import argparse
from pathlib import Path
from huggingface_hub import list_models, HfApi, snapshot_download
from tinygrad.helpers import _ensure_downloads_dir
DOWNLOADS_DIR = _ensure_downloads_dir() / "models"
from tinygrad.helpers import tqdm
def snapshot_download_with_retry(*, ... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/hip_gpu_driver/test_pm4.py | tinygrad_repo/extra/hip_gpu_driver/test_pm4.py | import time
from hexdump import hexdump
from tinygrad import Tensor, Device
import tinygrad.runtime.autogen.amd_gpu as amd_gpu
import tinygrad.runtime.autogen.kfd as kfd
import tinygrad.runtime.autogen.hsa as hsa
from tinygrad.runtime.ops_amd import kio, AMDProgram
from tinygrad.helpers import to_mv
DISPATCH_INIT_VALU... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/hip_gpu_driver/test_sdma_fun.py | tinygrad_repo/extra/hip_gpu_driver/test_sdma_fun.py | import ctypes, mmap, time
from tinygrad.runtime.ops_amd import AMDDevice, kio, sdma_pkts, libc
import tinygrad.runtime.autogen.amd_sdma as amd_sdma
import tinygrad.runtime.autogen.kfd as kfd
from tinygrad.helpers import to_mv
if __name__ == "__main__":
dev = AMDDevice()
sdma_ring = dev._gpu_alloc(1 << 22, kfd.KFD... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/hip_gpu_driver/test_kfd_2.py | tinygrad_repo/extra/hip_gpu_driver/test_kfd_2.py | import os, ctypes, pathlib, re, fcntl, functools, mmap, time
import tinygrad.runtime.autogen.kfd as kfd
from tinygrad.helpers import to_mv, getenv
from extra.hip_gpu_driver import hip_ioctl
import tinygrad.runtime.autogen.hsa as hsa
from hexdump import hexdump
libc = ctypes.CDLL("libc.so.6")
libc.memset.argtypes = [ct... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/hip_gpu_driver/hip_ioctl.py | tinygrad_repo/extra/hip_gpu_driver/hip_ioctl.py | # type: ignore
import ctypes, ctypes.util, struct, platform, pathlib, re, time, os
start = time.perf_counter()
# *** ioctl lib ***
libc = ctypes.CDLL(ctypes.util.find_library("c"))
# platform.processor calls `uname -p` which can return `unknown` on some systems
processor = os.getenv("IOCTL_PROCESSOR") or platform.proc... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/perfetto/to_perfetto.py | tinygrad_repo/extra/perfetto/to_perfetto.py | import sys, pickle, decimal, json
from tinygrad.device import ProfileDeviceEvent, ProfileGraphEvent
from tinygrad.helpers import tqdm, temp, ProfileEvent, ProfileRangeEvent, TracingKey
devices:dict[str, tuple[decimal.Decimal, decimal.Decimal, int]] = {}
def prep_ts(device:str, ts:decimal.Decimal, is_copy): return int(... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/dsp/opt.py | tinygrad_repo/extra/dsp/opt.py | from tinygrad import Device
# PATH=/opt/homebrew/opt/llvm/bin:$PATH python3 extra/dsp/opt.py
if __name__ == "__main__":
compiler = Device["DSP"].compiler
lib = compiler.compile("""
typedef long HVX_Vector __attribute__((__vector_size__(128))) __attribute__ ((aligned(128)));
typedef long HVX_VectorPair __attribut... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/dsp/run.py | tinygrad_repo/extra/dsp/run.py | # mypy: ignore-errors
#!/usr/bin/env python3
import os, ctypes, ctypes.util, struct, platform, time
from tinygrad.runtime.autogen import libc, qcom_dsp
def to_mv(ptr, sz) -> memoryview: return memoryview(ctypes.cast(ptr, ctypes.POINTER(ctypes.c_uint8 * sz)).contents).cast("B")
from hexdump import hexdump
def get_struc... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/dsp/run_3.py | tinygrad_repo/extra/dsp/run_3.py | #!/usr/bin/env python3
import os, ctypes, ctypes.util, struct, platform, pathlib, contextlib, mmap, array
from threading import Thread
from tinygrad.runtime.autogen import qcom_dsp
from tinygrad.helpers import round_up, mv_address, to_mv
from hexdump import hexdump
def get_struct(argp, stype):
return ctypes.cast(cty... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/dsp/invoke_bug.py | tinygrad_repo/extra/dsp/invoke_bug.py | from tinygrad.runtime.ops_dsp import DSPDevice
kernel = """__attribute__((noinline)) void r_6_10_13_4_4_29(float* restrict __attribute__((align_value(128))) data0, const float* restrict __attribute__((align_value(128))) data1, const float* restrict __attribute__((align_value(128))) data2, const float* restrict __attri... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/dsp/compile.py | tinygrad_repo/extra/dsp/compile.py | #!/usr/bin/env python3
import os, ctypes, time, fcntl, mmap
import llvmlite.binding as llvm
from tinygrad.helpers import getenv, to_mv
from tinygrad.runtime.support.elf import elf_loader
from hexdump import hexdump
from tinygrad.runtime.autogen import libc
if getenv("IOCTL"): import run # noqa: F401 # pylint: disable=u... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/dsp/invoke_bug_2.py | tinygrad_repo/extra/dsp/invoke_bug_2.py | from tinygrad.runtime.ops_dsp import DSPDevice
kernel = """__attribute__((noinline)) void r_64_4_4_64_4_4_4(float* restrict __attribute__((align_value(128))) data0, const float* restrict __attribute__((align_value(128))) data1, const float* restrict __attribute__((align_value(128))) data2, const float* restrict __attr... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/dsp/hook.py | tinygrad_repo/extra/dsp/hook.py | import os
print("from import")
del os.environ["LD_PRELOAD"]
import ctypes, ctypes.util
from extra.dsp.run import install_hook, ioctl, libc, get_struct, qcom_dsp, format_struct, to_mv, hexdump
@ctypes.CFUNCTYPE(ctypes.c_void_p, ctypes.c_void_p, ctypes.c_size_t, ctypes.c_int, ctypes.c_int, ctypes.c_int, ctypes.c_long)
d... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/dsp/snpe_logs/parse.py | tinygrad_repo/extra/dsp/snpe_logs/parse.py | di = open("dlc_info_2").read().split("\n")
layers = {}
for l in di:
if not l.startswith("| "): continue
if l.startswith("| |"): continue
ll = [x.strip() for x in l.split("|")]
if ll[1] == "Id": continue
layers[int(ll[1])] = (ll[2], ll[6])
hp = open("high_perf_2").read().split("Layer Times:")[1].strip().sp... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/optimization/extract_dataset.py | tinygrad_repo/extra/optimization/extract_dataset.py | #!/usr/bin/env python3
# extract asts from process replay artifacts
import os
from test.external.process_replay.process_replay import _pmap
LOGOPS = os.getenv("LOGOPS", "/tmp/sops")
def extract_ast(*args) -> None:
open(LOGOPS, "a").write(str(args[1]).replace("\n", "").replace(" ", "")+"\n")
return None
if __name... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/optimization/search.py | tinygrad_repo/extra/optimization/search.py | import argparse
from extra.optimization.helpers import ast_str_to_lin, time_linearizer
from tinygrad import dtypes
from tinygrad.helpers import BEAM, getenv
from tinygrad.device import Device, Compiled
from tinygrad.codegen.opt.kernel import Kernel
from tinygrad.codegen.opt.search import beam_search, bufs_from_lin
i... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/optimization/pretrain_valuenet.py | tinygrad_repo/extra/optimization/pretrain_valuenet.py | from tinygrad.codegen.opt.kernel import Kernel
from tqdm import tqdm, trange
import math
import random
from tinygrad.tensor import Tensor
from tinygrad.nn import Linear
from tinygrad.nn.optim import Adam
from tinygrad.nn.state import get_parameters, get_state_dict, safe_save, safe_load, load_state_dict
# stuff needed ... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
ajouatom/openpilot | https://github.com/ajouatom/openpilot/blob/b0eab6e8de2d57522b657426fbb794f2d736c75c/tinygrad_repo/extra/optimization/extract_sa_pairs.py | tinygrad_repo/extra/optimization/extract_sa_pairs.py | import sys, sqlite3, pickle, math
from collections import defaultdict
from tqdm import tqdm, trange
import numpy as np
# stuff needed to unpack a kernel
from tinygrad.uop.ops import LazyOp, TernaryOps, BinaryOps, UnaryOps, ReduceOps, BufferOps, MemBuffer, ConstBuffer
from tinygrad.dtype import dtypes
from tinygrad.sha... | python | MIT | b0eab6e8de2d57522b657426fbb794f2d736c75c | 2026-01-05T07:04:53.428285Z | false |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.