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 |
|---|---|---|---|---|---|---|---|---|
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_symbolic_jit.py | test/test_symbolic_jit.py | import unittest
from test.helpers import assert_jit_cache_len
from tinygrad import Variable, Tensor, TinyJit
import numpy as np
class TestSymbolicJit(unittest.TestCase):
def test_plus1(self):
def f(a): return (a+1).realize()
jf = TinyJit(f)
a = Tensor.rand(3, 10)
for i in range(1, 5):
vi = Var... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_randomness.py | test/test_randomness.py | import unittest, math
from functools import partial
from tinygrad import nn, dtypes, Tensor, Device, TinyJit, Variable
from tinygrad.helpers import getenv, CI, OSX
from tinygrad.device import is_dtype_supported
from tinygrad.engine.realize import CompiledRunner
from tinygrad.renderer.ptx import PTXRenderer
from tinygr... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_to_numpy.py | test/test_to_numpy.py | from tinygrad.tensor import Tensor
import numpy as np
import pickle
import unittest
class TestToNumpy(unittest.TestCase):
def test_numpy_is_numpy(self):
output = Tensor.ones((1, 3, 4096)).realize().numpy()
new = np.copy(output)
print(type(new))
serialized = pickle.dumps(new)
out = pickle.loads(se... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_jit.py | test/test_jit.py | #!/usr/bin/env python
import unittest, functools
import numpy as np
from hypothesis import given, settings, strategies as strat
from test.helpers import assert_jit_cache_len, not_support_multi_device, REAL_DEV, needs_second_gpu
from tinygrad.tensor import Tensor
from tinygrad.engine.jit import TinyJit, GraphRunner, Mu... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_renderer_failures.py | test/test_renderer_failures.py | import unittest
import numpy as np
from dataclasses import replace
from tinygrad.device import Buffer, Device, is_dtype_supported
from tinygrad.dtype import dtypes, ConstType
from tinygrad.engine.realize import CompiledRunner, get_program
from tinygrad.helpers import prod
from tinygrad.renderer.cstyle import CStyleLang... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_graph.py | test/test_graph.py | import numpy as np
import functools, unittest, ctypes
from tinygrad.device import Device, Buffer
from tinygrad.tensor import Tensor, _to_np_dtype
from tinygrad.helpers import Context, dedup, from_mv
from tinygrad.dtype import dtypes
from tinygrad.engine.jit import MultiGraphRunner
from tinygrad.engine.realize import B... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/helpers.py | test/helpers.py | import os, time, struct, functools, unittest
from typing import Any, Callable
import numpy as np
from tinygrad import Tensor, dtypes, Device
from tinygrad.uop.ops import UOp, Ops, KernelInfo
from tinygrad.tensor import _to_np_dtype
from tinygrad.engine.realize import Runner, get_program
from tinygrad.dtype import DType... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_opts.py | test/test_opts.py | import unittest
from tinygrad import Tensor, Device
from tinygrad.helpers import CPU_LLVM, CPU_LVP
from tinygrad.codegen.opt import Opt, OptOps
from tinygrad.engine.realize import get_program
class TestOpts(unittest.TestCase):
def test_opt_upcast(self):
opts = (Opt(OptOps.UPCAST, 0, 4),)
a = Tensor.empty(16)... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_kernel_cache.py | test/test_kernel_cache.py | #!/usr/bin/env python
import unittest
from tinygrad.tensor import Tensor
from tinygrad import Device
class TestKernelCache(unittest.TestCase):
def test_kernel_cache_in_action(self):
if Device.DEFAULT not in ["CPU"]:
self.skipTest("No custom kernel cache is implemented")
unique_const = 0.6765677269
... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_ops.py | test/test_ops.py | import time, math, unittest, functools, platform, warnings
import numpy as np
from typing import List, Callable
import torch
from tinygrad.helpers import getenv, IMAGE, DEBUG, CI, Context, CPU_LLVM, CPU_LVP, AMD_LLVM, EMULATE
from tinygrad import Tensor, Device, dtypes
from tinygrad.tensor import _to_np_dtype
from tiny... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | true |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_compile_failures.py | test/test_compile_failures.py | import unittest, io
from contextlib import redirect_stdout
from tinygrad import Tensor, dtypes, Device
from tinygrad.helpers import OSX, CPU_LLVM, CPU_LVP
from tinygrad.device import is_dtype_supported
from tinygrad.engine.realize import get_program
class TestCompileFailures(unittest.TestCase):
def compile(self, out... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_method_cache.py | test/test_method_cache.py | import unittest
from tinygrad import Tensor, Device, Variable
from examples.gpt2 import Transformer
from tinygrad.nn.state import get_state_dict
class TestMethodCache(unittest.TestCase):
def setUp(self):
self.backup_compiler = Device[Device.DEFAULT].compiler.compile_cached
def tearDown(self):
Device[Device... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/__init__.py | test/__init__.py | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false | |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_linearizer_dumb.py | test/test_linearizer_dumb.py | # ruff: noqa: E501
# tests where the Linearizer is doing something dumb
# like test_linearizer_failures, but they don't have to fail
import unittest
from tinygrad import Device, dtypes
from tinygrad.uop.ops import UOp, Ops, AxisType, KernelInfo
from tinygrad.codegen.opt.search import Opt, OptOps
from tinygrad.engine.r... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_fusion_op.py | test/test_fusion_op.py | import unittest
import time
import numpy as np
from tinygrad import Tensor, dtypes
from tinygrad.engine.realize import run_schedule
class TestFusionOp(unittest.TestCase):
def test_contiguous_add(self):
def test(contig=False):
bt = Tensor(np.arange(16), dtype=dtypes.float32).reshape(4,4)
x = bt.permut... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_schedule.py | test/test_schedule.py | # this will be the new test_ops for the next level
# schedule confirms the right things are capable of fusing
# NOTE: this has overlap with external_test_opt.py
import unittest, functools
import numpy as np
from typing import cast
from hypothesis import assume, given, settings, strategies as strat
from tinygrad impor... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | true |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_symbolic_ops.py | test/test_symbolic_ops.py | import unittest
from tinygrad import Tensor, Variable, GlobalCounters
from tinygrad.uop.ops import sym_infer
from tinygrad.dtype import dtypes
from tinygrad.device import is_dtype_supported
from examples.gpt2 import Attention
import numpy as np
class TestSymbolicOps(unittest.TestCase):
def test_plus1(self):
def ... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_nn.py | test/test_nn.py | #!/usr/bin/env python
import unittest
import numpy as np
import torch
from tinygrad import Tensor, Device, TinyJit, dtypes
from tinygrad.uop.ops import Ops
from tinygrad.helpers import GlobalCounters, Context
from tinygrad.nn import Conv1d, ConvTranspose1d, Conv2d, ConvTranspose2d, Linear, Embedding
from tinygrad.nn im... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_jit_cases.py | test/test_jit_cases.py | import unittest
from tinygrad import TinyJit, Tensor
# The JIT functions as a "capturing" JIT.
# Whatever kernels ran in the JIT the second run through the function will be the kernels that will run from then on.
# Explicit inputs to the function are updated in the JIT graph to the new inputs.
# JITs have four tensor... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_pickle.py | test/test_pickle.py | import unittest, pickle, types
import numpy as np
from tinygrad import Tensor, TinyJit, Variable, dtypes
from tinygrad.helpers import GlobalCounters, ContextVar, Context
from tinygrad.uop.ops import PatternMatcher, UPat, UOp
class TestPickle(unittest.TestCase):
def test_pickle_code_object(self):
y = lambda x: x*... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_edgecases.py | test/test_edgecases.py | # end to end tests of tinygrad that you think might be edge cases.
# using the documentation, write code you think should work.
# you can compare the outputs to torch or numpy, or just tinygrad assert/raise while doing things that should be valid
# i'm not interested in tests that currently pass, i'm only interested i... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_jit_footguns.py | test/test_jit_footguns.py | #!/usr/bin/env python
"""
JIT Footguns: Documenting unexpected behavior changes when using @TinyJit
Each test shows behavior that works without JIT but changes with JIT.
Comments marked "should be X!" indicate the intuitively expected value.
SILENT MISMATCHES (highest priority - wrong results, no error):
tensors_in... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_uop_graph.py | test/test_uop_graph.py | import unittest, pytest
from tinygrad import dtypes, Variable
from tinygrad.dtype import AddrSpace
from tinygrad.helpers import DEBUG, Context
from tinygrad.uop.ops import Ops, UOp, UPat, PatternMatcher, track_rewrites, graph_rewrite, GroupOp, AxisType
from tinygrad.uop.symbolic import sym
from tinygrad.codegen.late.ex... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_setitem.py | test/test_setitem.py | import unittest
import random
from os import getenv
from tinygrad import Tensor, TinyJit, Variable, dtypes
from tinygrad.helpers import Context
import numpy as np
class TestSetitem(unittest.TestCase):
def test_simple_setitem(self):
cases = (
((6,6), (slice(2,4), slice(3,5)), Tensor.ones(2,2)),
((6,6)... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_profiler.py | test/test_profiler.py | import unittest, struct, contextlib, statistics, time, gc
from tinygrad import Device, Tensor, dtypes, TinyJit
from tinygrad.helpers import CI, getenv, Context, ProfileRangeEvent, cpu_profile, cpu_events, ProfilePointEvent, dedup
from tinygrad.device import Buffer, BufferSpec, Compiled, ProfileDeviceEvent, ProfileGraph... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_softmax_fusion.py | test/test_softmax_fusion.py | import unittest
import numpy as np
from tinygrad import Tensor, GlobalCounters, Context, Device
from tinygrad.dtype import DTypeLike, dtypes
from tinygrad.helpers import DEBUG, get_single_element
from tinygrad.device import is_dtype_supported
def single_kernel_softmax(x_in:Tensor, axis=-1, dtype:DTypeLike|None=None) -... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_linearizer.py | test/test_linearizer.py | import numpy as np
import unittest
from dataclasses import replace
from tinygrad.codegen.opt import Opt, OptOps
from tinygrad.codegen.gpudims import get_grouped_dims
from tinygrad.uop.ops import UOp, Ops, GroupOp, AxisType, PatternMatcher, graph_rewrite, UPat
from tinygrad.device import Device, Buffer, is_dtype_suppor... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_arange.py | test/test_arange.py | import unittest
import numpy as np
from tinygrad import Tensor, GlobalCounters, dtypes, nn, Device, Variable
from tinygrad.helpers import Context, getenv
from tinygrad.engine.realize import run_schedule
from tinygrad.engine.realize import CompiledRunner, get_program
from tinygrad.engine.schedule import ExecItem
from ti... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_outerworld.py | test/test_outerworld.py | import unittest
import numpy as np
from tinygrad import Tensor, UOp, nn
from tinygrad.uop.ops import AxisType, Ops
class TestOuterworldReduce(unittest.TestCase):
def test_reduce(self):
x = Tensor.ones(5, 5).contiguous()
a = UOp.range(5, -1, AxisType.REDUCE)
out = x[a]
# TODO: syntax for this
t = ... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_image_dtype.py | test/test_image_dtype.py | import unittest
import numpy as np
from tinygrad import Device, dtypes, Tensor, Context
from tinygrad.device import LRUAllocator, is_dtype_supported
from tinygrad.dtype import ImageDType
from tinygrad.helpers import prod, unwrap
from test.helpers import REAL_DEV
IMAGE_SUPPORTED_DEVICES = ("QCOM", "CL")
@unittest.skip... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_uops_stats.py | test/test_uops_stats.py | import unittest
from tinygrad import Tensor
from tinygrad.helpers import getenv, GlobalCounters, EMULATE
from tinygrad.engine.realize import get_program
from tinygrad.renderer import ProgramSpec
from tinygrad.renderer import Estimates
from tinygrad.uop.ops import Ops, UOp
from tinygrad.dtype import dtypes
from tinygrad... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_gc.py | test/test_gc.py | #!/usr/bin/env python
import gc, inspect
import unittest
import numpy as np
from tinygrad.device import Buffer
from tinygrad.engine.realize import run_schedule
from tinygrad.uop.ops import UOp
from tinygrad.tensor import Tensor
def _allocations_of_type(t):
ret = 0
for x in gc.get_objects():
try:
if isins... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_linearizer_failures.py | test/test_linearizer_failures.py | # ruff: noqa: E501
import unittest
from tinygrad.uop.ops import UOp, Ops, AxisType
from tinygrad.dtype import dtypes
from tinygrad.engine.realize import get_program
from tinygrad.device import Device
class TestLinearizerFailures(unittest.TestCase):
def test_fail_1(self):
c0 = UOp(Ops.DEFINE_GLOBAL, dtypes.float.... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/speed/external_test_speed_v_torch.py | test/speed/external_test_speed_v_torch.py | import os
os.environ["NVIDIA_TF32_OVERRIDE"] = "0"
os.environ["MKL_NUM_THREADS"] = "1"
os.environ["NUMEXPR_NUM_THREADS"] = "1"
os.environ["OMP_NUM_THREADS"] = "1"
os.environ["VECLIB_MAXIMUM_THREADS"] = "1"
import unittest
import torch
torch.set_num_threads(1)
import time
import numpy as np
np.set_printoptions(linewidth... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/speed/external_test_specific_conv.py | test/speed/external_test_specific_conv.py | import unittest
from tinygrad.helpers import CI
from tinygrad import Tensor, Device, dtypes
from tinygrad.device import is_dtype_supported
# similar to test/external/external_test_gpu_ast.py, but universal
@unittest.skipIf(Device.DEFAULT in {"CUDA", "NV"} and CI, "slow on CUDA CI")
class TestSpecific(unittest.TestCase... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/speed/external_test_copy_speed.py | test/speed/external_test_copy_speed.py | import unittest, numpy as np
from tinygrad import Tensor, Device, TinyJit
from tinygrad.helpers import Timing, CI, OSX, getenv
import multiprocessing.shared_memory as shared_memory
N = getenv("NSZ", 256)
class TestCopySpeed(unittest.TestCase):
@classmethod
def setUpClass(cls): Device[Device.DEFAULT].synchronize()
... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/speed/external_test_device_speed.py | test/speed/external_test_device_speed.py | import unittest
from tinygrad import Device
from tinygrad.helpers import Timing, Profiling
class TestDeviceSpeed(unittest.TestCase):
@classmethod
def setUpClass(cls):
cls.dev = Device[Device.DEFAULT]
cls.empty = Device[Device.DEFAULT].renderer.render([])
def test_empty_compile(self):
with Timing("co... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/device/test_hcq_iface.py | test/device/test_hcq_iface.py | import unittest, array, time
from tinygrad.helpers import mv_address
from tinygrad.runtime.support.hcq import MMIOInterface
from tinygrad.runtime.support.usb import USBMMIOInterface
from test.mockgpu.usb import MockUSB
class TestHCQIface(unittest.TestCase):
def setUp(self):
self.size = 4 << 10
self.buffer = ... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/device/test_null.py | test/device/test_null.py | import unittest
from tinygrad import dtypes, Device
from tinygrad.device import is_dtype_supported
@unittest.skipUnless(Device.DEFAULT=="NULL", "Don't run when testing non-NULL backends")
class TestNULLSupportsDTypes(unittest.TestCase):
def test_null_supports_ints_floats_bool(self):
dts = dtypes.ints + dtypes.fl... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/device/test_hcq.py | test/device/test_hcq.py | import unittest, ctypes, struct, os, random, numpy as np
from tinygrad import Device, Tensor, dtypes
from tinygrad.helpers import getenv, mv_address, DEBUG
from test.helpers import slow
from tinygrad.device import Buffer, BufferSpec
from tinygrad.runtime.support.hcq import HCQCompiled, HCQBuffer
from tinygrad.runtime.a... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/device/test_amd_llvm.py | test/device/test_amd_llvm.py | import unittest
from tinygrad import Device
from tinygrad.device import CompileError
if Device.DEFAULT == "AMD":
# NOTE: if you don't gate this, LVP fails on Mac
from tinygrad.runtime.support.compiler_amd import AMDLLVMCompiler
@unittest.skipUnless(Device.DEFAULT == "AMD", "Runs only on AMD")
class TestAMDLLVM(uni... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/device/__init__.py | test/device/__init__.py | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false | |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/device/test_ocl.py | test/device/test_ocl.py | import unittest
from tinygrad import Device
from tinygrad.device import Buffer
from tinygrad.dtype import dtypes
from tinygrad.runtime.ops_cl import CLDevice, CLAllocator, CLCompiler, CLProgram
@unittest.skipUnless(Device.DEFAULT == "CL", "Runs only on OpenCL")
class TestCLError(unittest.TestCase):
@unittest.skip("a... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/device/test_metal.py | test/device/test_metal.py | import unittest
from tinygrad.device import CompileError, Device, Compiler
if Device.DEFAULT=="METAL":
from tinygrad.runtime.ops_metal import MetalDevice, MetalCompiler, MetalProgram
@unittest.skipIf(Device.DEFAULT!="METAL", "Metal support required")
class TestMetal(unittest.TestCase):
def test_alloc_oom(self):
... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/testextra/test_export_model.py | test/testextra/test_export_model.py | import unittest
from extra.export_model import export_model, EXPORT_SUPPORTED_DEVICE
from tinygrad.tensor import Tensor, Device
from tinygrad import dtypes
import json
class MockMultiInputModel:
def forward(self, x1, x2, x3):
return x1 + x2 + x3
class MockMultiOutputModel:
def __call__(self, x1):
return x... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/testextra/test_mockgpu.py | test/testextra/test_mockgpu.py | from tinygrad.helpers import getenv
import unittest, importlib
@unittest.skipUnless(getenv("MOCKGPU"), 'Testing mockgpu')
class TestMockGPU(unittest.TestCase):
# https://github.com/tinygrad/tinygrad/pull/7627
def test_import_typing_extensions(self):
import test.mockgpu.mockgpu # noqa: F401 # pylint: disable=u... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/testextra/test_cfg_viz.py | test/testextra/test_cfg_viz.py | # ruff: noqa: F405, F403
# allow define from star imports
import unittest
import textwrap, functools
from tinygrad import Device, Tensor
from tinygrad.uop.ops import UOp, Ops, KernelInfo
from tinygrad.helpers import getenv
from extra.assembly.amd.autogen.rdna3.ins import *
from extra.assembly.amd.dsl import Inst
te... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/testextra/test_hevc.py | test/testextra/test_hevc.py | import unittest
from tinygrad import Device
from tinygrad.helpers import fetch
from extra.hevc.hevc import parse_hevc_file_headers, nv_gpu
class TestHevc(unittest.TestCase):
def test_hevc_parser(self):
url = "https://github.com/haraschax/filedump/raw/09a497959f7fa6fd8dba501a25f2cdb3a41ecb12/comma_video.hevc"
... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/testextra/test_bench_log.py | test/testextra/test_bench_log.py | import unittest, time
from unittest.case import skipIf
from extra.bench_log import BenchEvent, InstantBenchEvent, WallTimeEvent, KernelTimeEvent, log_event_instant, _events, clear_events
from tinygrad.helpers import Context, CI
from tinygrad.tensor import Tensor
from tinygrad.device import Device
class TestBenchLog(u... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/testextra/test_lr_scheduler.py | test/testextra/test_lr_scheduler.py | import numpy as np
import torch
import unittest
from tinygrad.tensor import Tensor
from tinygrad.nn.state import get_parameters
from tinygrad.nn.optim import Adam, SGD
from tinygrad.helpers import DEBUG
from extra.lr_scheduler import MultiStepLR, ReduceLROnPlateau, CosineAnnealingLR, OneCycleLR
from extra.training impo... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/testextra/test_f16_decompress.py | test/testextra/test_f16_decompress.py | import unittest
from extra.f16_decompress import u32_to_f16
from tinygrad.tensor import Tensor
from tinygrad.device import is_dtype_supported
from tinygrad import dtypes
import numpy as np
class TestF16Decompression(unittest.TestCase):
@unittest.skipUnless(is_dtype_supported(dtypes.float16), "need float16")
def te... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/testextra/__init__.py | test/testextra/__init__.py | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false | |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/testextra/test_tk.py | test/testextra/test_tk.py | import unittest, math, time
from tinygrad import Tensor, Device, dtypes, Context
from tinygrad.uop.ops import UOp, Ops
from tinygrad.engine.realize import get_runner
from tinygrad.engine.schedule import ExecItem
from tinygrad.engine.jit import TinyJit
from tinygrad.helpers import CI
import numpy as np
from extra.thun... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/opt/test_gen_float4.py | test/opt/test_gen_float4.py | import unittest
from tinygrad import Device, Tensor, dtypes
from tinygrad.uop.ops import UOp, Ops
from tinygrad.codegen.opt import Opt, OptOps
from tinygrad.engine.realize import get_program
from tinygrad.helpers import AMX
@unittest.skipUnless(Device[Device.DEFAULT].renderer.supports_float4, "need backends that suppo... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/opt/test_tensor_cores.py | test/opt/test_tensor_cores.py | import numpy as np
import unittest
from dataclasses import replace
from tinygrad import Device, Tensor, dtypes
from tinygrad.tensor import _to_np_dtype
from tinygrad.uop.ops import Ops
from tinygrad.dtype import DType
from tinygrad.device import is_dtype_supported
from tinygrad.helpers import AMX, AMD_LLVM, CPU_LLVM, ... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/opt/test_kernel_opts.py | test/opt/test_kernel_opts.py | import unittest
from tinygrad import Device, Tensor, dtypes
from tinygrad.codegen.opt import Opt, OptOps, KernelOptError
# TODO: write a clean version of this
from test.test_linearizer import helper_linearizer_opt
class TestKernelOpts(unittest.TestCase):
@unittest.skipUnless(Device[Device.DEFAULT].renderer.has_loca... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/models/test_waifu2x.py | test/models/test_waifu2x.py | #!/usr/bin/env python
import pathlib
import unittest
import numpy as np
from tinygrad.tensor import Tensor
class TestVGG7(unittest.TestCase):
def test_vgg7(self):
from examples.vgg7_helpers.waifu2x import Vgg7, image_load
# Create in tinygrad
Tensor.manual_seed(1337)
mdl = Vgg7()
mdl.load_from_p... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/models/test_end2end.py | test/models/test_end2end.py | import torch
from torch import nn
import unittest
import numpy as np
from tinygrad.nn.state import get_parameters, get_state_dict
from tinygrad.nn import optim, Linear, Conv2d, BatchNorm2d
from tinygrad.tensor import Tensor
from extra.datasets import fetch_mnist
from tinygrad.helpers import CI
def compare_tiny_torch(m... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/models/test_rnnt.py | test/models/test_rnnt.py | #!/usr/bin/env python
import unittest
from tinygrad import Tensor
from extra.models.rnnt import LSTM
import numpy as np
import torch
class TestRNNT(unittest.TestCase):
def test_lstm(self):
BS, SQ, IS, HS, L = 2, 20, 40, 128, 2
# create in torch
with torch.no_grad():
torch_layer = torch.nn.LSTM(IS,... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/models/test_mnist.py | test/models/test_mnist.py | #!/usr/bin/env python
import unittest
import numpy as np
from tinygrad import Tensor
from test.helpers import slow
from tinygrad.nn.state import get_parameters
from tinygrad.nn import optim, BatchNorm2d
from extra.training import train, evaluate
from extra.datasets import fetch_mnist
# load the mnist dataset
X_train, ... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/models/test_real_world.py | test/models/test_real_world.py | import unittest, time, gc
import numpy as np
from tinygrad.device import is_dtype_supported
from tinygrad.nn import optim
from tinygrad.nn.state import get_parameters
from tinygrad.engine.jit import TinyJit
from tinygrad import Tensor, Device, GlobalCounters, dtypes, Variable
from tinygrad.helpers import Context
from t... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/models/test_onnx.py | test/models/test_onnx.py | #!/usr/bin/env python
import unittest
import numpy as np
from tinygrad.nn.onnx import OnnxRunner
from tinygrad.device import Device
from tinygrad.helpers import fetch, Context
from extra.onnx_helpers import validate
from extra.huggingface_onnx.huggingface_manager import DOWNLOADS_DIR, snapshot_download_with_retry
def... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/models/test_whisper.py | test/models/test_whisper.py | import unittest
import pathlib
from examples.whisper import init_whisper, load_file_waveform, transcribe_file, transcribe_waveform
import examples.mlperf.metrics as metrics
from tinygrad.helpers import fetch
from test.helpers import slow
from tinygrad import Device, dtypes
from tinygrad.device import is_dtype_supported... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/models/__init__.py | test/models/__init__.py | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false | |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/models/test_bert.py | test/models/test_bert.py | #!/usr/bin/env python
import os
os.environ['USE_TF'] = '0' # prevent transformers from importing tensorflow
import unittest
from tinygrad import Tensor
import numpy as np
import torch
def get_question_samp(bsz, seq_len, vocab_size, seed):
np.random.seed(seed)
in_ids= np.random.randint(vocab_size, size=(bsz, seq_l... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/models/test_resnet.py | test/models/test_resnet.py | import unittest
from extra.models import resnet
class TestResnet(unittest.TestCase):
def test_model_load(self):
model = resnet.ResNet18()
model.load_from_pretrained()
model = resnet.ResNeXt50_32X4D()
model.load_from_pretrained()
def test_model_load_no_fc_layer(self):
model = resnet.ResNet18(n... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/models/test_train.py | test/models/test_train.py | import unittest, time
import numpy as np
from tinygrad import Device
from tinygrad.nn.state import get_parameters
from tinygrad.nn import optim
from tinygrad.helpers import getenv
from test.helpers import slow
from extra.training import train
from extra.models.convnext import ConvNeXt
from extra.models.efficientnet imp... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/models/test_efficientnet.py | test/models/test_efficientnet.py | import ast, pathlib, unittest
import numpy as np
from PIL import Image
from tinygrad import Tensor
from tinygrad.helpers import getenv
from test.helpers import slow
from extra.models.efficientnet import EfficientNet
from extra.models.vit import ViT
from extra.models.resnet import ResNet50
def _load_labels():
label... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/external/external_cl_half_max.py | test/external/external_cl_half_max.py | from tinygrad.runtime.ops_cl import CLDevice, CLProgram, compile_cl
if __name__ == "__main__":
dev = CLDevice()
lib = compile_cl("""
#pragma OPENCL EXTENSION cl_khr_fp16 : enable
__kernel void test(__global half *out, __global half *a, __global half *b) {
int gid = get_global_id(0);
out[gid] = max(a[gid], b[gi... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/external/external_test_amd.py | test/external/external_test_amd.py | import unittest
from tinygrad import Device, Tensor
from tinygrad.engine.schedule import create_schedule
from tinygrad.runtime.ops_amd import AMDDevice
class TestAMD(unittest.TestCase):
@classmethod
def setUpClass(self):
TestAMD.d0: AMDDevice = Device["AMD"]
TestAMD.a = Tensor([0.,1.], device="AMD").realiz... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/external/external_fuzz_hcq_mp.py | test/external/external_fuzz_hcq_mp.py | import subprocess
import random
import time
from concurrent.futures import ProcessPoolExecutor, as_completed
from tinygrad.helpers import getenv
# checks that HCQ drivers can be killed during operation without causing issues
def run_test(i, full_run=False, force_ok=False):
print(f"\rRunning iteration {i}...", end="... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/external/external_benchmark_hcopt.py | test/external/external_benchmark_hcopt.py | import random
from tinygrad.helpers import getenv
from tinygrad.codegen.opt.search import beam_search, bufs_from_lin
from tinygrad.codegen.opt.heuristic import hand_coded_optimizations
from extra.optimization.helpers import load_worlds, ast_str_to_lin, time_linearizer
def optimize_kernel(k):
# TODO: update this
re... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/external/external_llm_eval.py | test/external/external_llm_eval.py | # eval for tinygrad.apps.llm
import pyarrow.parquet as pq
from tinygrad.helpers import fetch, colored
from tinygrad.apps.llm import Transformer, SimpleTokenizer, models
from tinygrad import Tensor
if __name__ == "__main__":
dat = fetch("https://huggingface.co/datasets/allenai/ai2_arc/resolve/main/ARC-Challenge/test-... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/external/external_osx_profiling.py | test/external/external_osx_profiling.py | from tinygrad.runtime.ops_cl import CLProgram, CL, CLBuffer
from tinygrad import dtypes
import time
N = 1000000
a = CLBuffer(N, dtypes.float32)
b = CLBuffer(N, dtypes.float32)
c = CLBuffer(N, dtypes.float32)
prg = CLProgram("test", """__kernel void test(__global float *a, __global float *b, __global float *c) {
int... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/external/external_benchmark_op_conv.py | test/external/external_benchmark_op_conv.py | # ruff: noqa: E501 E712 F401
from dataclasses import replace
from tinygrad import dtypes, Device
from tinygrad.uop.ops import UOp, AxisType, Ops, KernelInfo
from tinygrad.codegen.opt import Opt, OptOps # pylint: disable=unused-import
from tinygrad.engine.realize import CompiledRunner, get_program
from tinygrad.helpers ... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/external/external_nhwc_conv.py | test/external/external_nhwc_conv.py | from tinygrad import Tensor, nn, Context, GlobalCounters
if __name__ == "__main__":
conv = nn.Conv2d(64, 128, 3)
img = Tensor.randn((1,64,128,128))
with Context(DEBUG=0, BEAM=0):
Tensor.realize(img, conv.weight, conv.bias)
tst = conv(img).permute(0,2,3,1).realize()
print(tst.shape)
print("NEW")
img... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/external/speed_compare_amd_am.py | test/external/speed_compare_amd_am.py | from tinygrad import Device, dtypes
from tinygrad.helpers import getenv, colorize_float, DEBUG
from extra.optimization.helpers import load_worlds, ast_str_to_lin
from test.external.fuzz_linearizer import get_fuzz_rawbufs
from tinygrad.codegen.opt.heuristic import hand_coded_optimizations
from tinygrad.codegen.opt.searc... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/external/external_test_optim.py | test/external/external_test_optim.py | #!/usr/bin/env python
import unittest, math
import numpy as np
import tensorflow as tf
from tensorflow.keras.optimizers import Lamb
from tensorflow.python.ops import math_ops
from extra.lr_scheduler import LRSchedulerGroup
from tinygrad.tensor import Tensor
from tinygrad.nn.optim import LAMB, LARS, SGD, OptimizerGroup... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/external/external_openpilot_image_warp.py | test/external/external_openpilot_image_warp.py | import time
from tinygrad.tensor import Tensor, Device
MODEL_WIDTH = 512
MODEL_HEIGHT = 256
MODEL_FRAME_SIZE = MODEL_WIDTH * MODEL_HEIGHT * 3 // 2
IMG_INPUT_SHAPE = (1, 12, 128, 256)
def tensor_arange(end): return Tensor([float(i) for i in range(end)])
def tensor_round(tensor:Tensor): return (tensor + 0.5).floor()
h... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/external/external_test_onnx_runner.py | test/external/external_test_onnx_runner.py | import unittest, onnx, tempfile, pathlib
import numpy as np
from tinygrad import dtypes, Tensor
from tinygrad.uop.ops import Ops
from tinygrad.device import is_dtype_supported
from tinygrad.nn.onnx import OnnxRunner, OnnxDataType
from hypothesis import given, strategies as st
# copied from test_const_folding.py
def _c... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/external/fuzz_symbolic_symbolic_div.py | test/external/fuzz_symbolic_symbolic_div.py | import random
import z3
from tinygrad.uop.ops import UOp, Ops
from tinygrad.uop.validate import uops_to_z3
from tinygrad.helpers import DEBUG, Context, colored
seed = random.randint(0, 100)
print(f"Seed: {seed}")
random.seed(seed)
def get_random_term(ranges, factors):
# 10% chance of nesting
if random.randint(0,9... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/external/external_gpu_fail_osx.py | test/external/external_gpu_fail_osx.py | # ugh, OS X OpenCL doesn't support half
from tinygrad.runtime.ops_cl import CLDevice, CLProgram, CLCompiler
src = """#pragma OPENCL EXTENSION cl_khr_fp16 : enable
__kernel void max_half(__global half* data0, const __global half* data1) {
int gidx0 = get_group_id(0);
data0[gidx0] = max(data1[gidx0], (half)0.0);
}""... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/external/external_test_mamba.py | test/external/external_test_mamba.py | import unittest
from test.helpers import slow
from examples.mamba import Mamba, generate
from transformers import AutoTokenizer
PROMPT = 'Why is gravity '
TOKENIZER = AutoTokenizer.from_pretrained("EleutherAI/gpt-neox-20b")
@slow
class TestMamba(unittest.TestCase):
def test_mamba_130M(self):
OUT_130M = '''Why i... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/external/verify_kernel.py | test/external/verify_kernel.py | import argparse
from collections import defaultdict
from extra.optimization.helpers import kern_str_to_lin, time_linearizer
from test.external.fuzz_linearizer import compare_linearizer
from tinygrad.helpers import colored
from tinygrad.codegen.opt.kernel import Kernel
# Use this with the LOGKERNS options to verify tha... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/external/speed_v_theoretical.py | test/external/speed_v_theoretical.py | import unittest
from tinygrad import Tensor, TinyJit, Device
from tinygrad.helpers import Context, DEBUG, GlobalCounters
from tinygrad.nn import Conv2d
from tinygrad.nn.state import get_parameters
class TestKernelSpeed(unittest.TestCase):
def _get_tensor(self, *shape:int):
with Context(BEAM=0, DEBUG=0):
# ... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/external/fuzz_fast_idiv.py | test/external/fuzz_fast_idiv.py | import random
import z3
from tinygrad import dtypes
from tinygrad.uop.validate import uops_to_z3, z3_cdiv
from tinygrad.uop.ops import UOp
from tinygrad.uop.decompositions import fast_idiv
random.seed(42)
powers_of_two = [2**i for i in range(64)]
if __name__ == "__main__":
for i in range(10_000):
if i % 1000 == ... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/external/external_test_opt.py | test/external/external_test_opt.py | #!/usr/bin/env python
import gc, unittest
import numpy as np
import torch
from tinygrad import GlobalCounters, Tensor, Device
from tinygrad.helpers import getenv
from tinygrad.nn.state import get_parameters
from tinygrad.engine.realize import capturing
from tinygrad.tensor import _to_np_dtype
class CLCache:
def __i... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/external/speed_compare_cuda_nv.py | test/external/speed_compare_cuda_nv.py | from tinygrad import Device, dtypes
from tinygrad.helpers import getenv, colorize_float
from extra.optimization.helpers import load_worlds, ast_str_to_lin
from test.external.fuzz_linearizer import get_fuzz_rawbufs
from tinygrad.codegen.opt.heuristic import hand_coded_optimizations
from tinygrad.codegen.opt.search impor... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/external/external_test_whisper_librispeech.py | test/external/external_test_whisper_librispeech.py | import unittest
import torch
import tqdm
import torchaudio
import pathlib
import jiwer
import os
import numpy as np
from whisper.normalizers import EnglishTextNormalizer
from examples.whisper import init_whisper, transcribe_waveform
class TestWhisperLibriSpeech(unittest.TestCase):
# reference WERs determined by runn... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/external/external_test_onnx_ops.py | test/external/external_test_onnx_ops.py | # inputs, attributes, and outputs for tests are found here:
# https://github.com/onnx/onnx/blob/main/docs/Operators.md
# https://github.com/microsoft/onnxruntime/blob/main/docs/ContribOperators.md
from typing import Any
import unittest, onnx, tempfile
from tinygrad import dtypes, Tensor
from tinygrad.nn.onnx import On... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/external/fuzz_graph.py | test/external/fuzz_graph.py | import random, ctypes
import numpy as np
from tinygrad.device import Buffer, Device
from tinygrad.helpers import Context, getenv, from_mv
from tinygrad.dtype import dtypes
from tinygrad.tensor import Tensor, _to_np_dtype
from tinygrad.engine.realize import BufferXfer, get_runner
from tinygrad.engine.schedule import Exe... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/external/external_test_am.py | test/external/external_test_am.py | import unittest
from tinygrad.runtime.support.am.amdev import AMMemoryManager, AMPageTableEntry
from tinygrad.runtime.support.am.ip import AM_GMC
from tinygrad.runtime.support.hcq import MMIOInterface
from tinygrad.runtime.support.memory import PageTableTraverseContext, AddrSpace
from tinygrad.runtime.autogen.am import... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/external/speed_compare_cuda_ptx.py | test/external/speed_compare_cuda_ptx.py | import itertools
from tinygrad import Device
from tinygrad.engine.realize import CompiledRunner, get_program
from tinygrad.codegen.opt.heuristic import hand_coded_optimizations
from tinygrad.helpers import getenv, colorize_float
from extra.optimization.helpers import load_worlds, ast_str_to_lin
from tinygrad.codegen.op... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/external/external_uop_gc.py | test/external/external_uop_gc.py | import gc
from tinygrad import Tensor, UOp, Device, nn
from tinygrad.engine.schedule import schedule_cache
from tinygrad.engine.realize import method_cache, get_program
from tinygrad.schedule.indexing import apply_movement_op, _apply_reshape
from tinygrad.uop.divandmod import fold_divmod_general
from test.test_tiny imp... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/external/external_benchmark_hip_compile.py | test/external/external_benchmark_hip_compile.py | import random, os
from tinygrad.helpers import Timing
from tinygrad.runtime.ops_hip import compile_hip, HIPDevice
from tinygrad.runtime.ops_cl import compile_cl, CLDevice
# OMP_NUM_THREADS=1 strace -tt -f -e trace=file python3 test/external/external_benchmark_hip_compile.py
# AMD_COMGR_REDIRECT_LOGS=stdout AMD_COMGR_E... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/external/fuzz_linearizer.py | test/external/fuzz_linearizer.py | import random, traceback, ctypes, argparse, os
from typing import Any
import numpy as np
from collections import defaultdict
from extra.optimization.helpers import load_worlds, ast_str_to_lin, kern_str_to_lin
from tinygrad.engine.realize import get_program
# We need to insert ioctl before opening devices.
if os.getenv... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/external/external_test_mnist_data_select.py | test/external/external_test_mnist_data_select.py | #!/bin/bash
from tinygrad import Tensor
from extra.datasets import fetch_mnist
if __name__ == "__main__":
X_train, Y_train, X_test, Y_test = fetch_mnist(tensors=True)
samples = Tensor.randint(512, high=X_train.shape[0])
select = X_train[samples].realize()
| python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/external/external_test_example.py | test/external/external_test_example.py | import unittest
from tinygrad import Device
from tinygrad.tensor import Tensor
from tinygrad.helpers import getenv, CI, OSX
def multidevice_test(fxn):
exclude_devices = getenv("EXCLUDE_DEVICES", "").split(",")
def ret(self):
for device in Device._devices:
# broken on OSX USB AMD, why?
if device in ... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/external/external_benchmark_am.py | test/external/external_benchmark_am.py | from tinygrad.helpers import Profiling
from tinygrad import Device
if __name__ == "__main__":
am = Device["AMD"]
# kfd is 0.55ms!
with Profiling("allocation 127.7mb"):
am.allocator.alloc(int(127.7*1024*1024))
| python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/external/external_test_llama3_ff.py | test/external/external_test_llama3_ff.py | #!/usr/bin/env python3
from tinygrad import Tensor, TinyJit, nn
from extra.models.llama import FeedForward
if __name__ == "__main__":
model = FeedForward(4096, 14336)
for x in nn.state.get_parameters(model): x.replace(x.half()).realize()
jrun = TinyJit(model)
for i in range(5):
print(f"*** run {i}")
jr... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
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