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/tinygrad/runtime/support/compiler_cuda.py | tinygrad/runtime/support/compiler_cuda.py | import subprocess, hashlib, tempfile, ctypes, re, pathlib
from typing import Callable
from tinygrad.helpers import to_char_p_p, colored, init_c_var, getenv, system
from tinygrad.runtime.autogen import nvrtc, nvjitlink as jitlink
from tinygrad.device import Compiler, CompileError
CUDA_PATH = getenv("CUDA_PATH", "")
de... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/support/compiler_cpu.py | tinygrad/runtime/support/compiler_cpu.py | import ctypes, platform, sys, subprocess
from tinygrad.device import Compiler
from tinygrad.helpers import OSX, getenv, capstone_flatdump, DEBUG, unwrap
from tinygrad.runtime.support.elf import jit_loader
from tinygrad.runtime.autogen import llvm
class ClangJITCompiler(Compiler):
def __init__(self, cachekey="compile... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/support/system.py | tinygrad/runtime/support/system.py | import os, mmap, array, functools, ctypes, select, contextlib, dataclasses, sys, errno, itertools
from typing import cast, ClassVar
from tinygrad.helpers import round_up, getenv, OSX, temp, ceildiv
from tinygrad.runtime.autogen import libc, vfio, pci
from tinygrad.runtime.support.hcq import FileIOInterface, MMIOInterfa... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/support/elf.py | tinygrad/runtime/support/elf.py | import struct, ctypes, ctypes.util
from dataclasses import dataclass
from tinygrad.helpers import getbits, i2u, unwrap
from tinygrad.runtime.autogen import libc
@dataclass(frozen=True)
class ElfSection: name:str; header:libc.Elf64_Shdr; content:bytes # noqa: E702
def link_sym(sym:str, libs:list[str]) -> int:
for li... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/support/hcq.py | tinygrad/runtime/support/hcq.py | from __future__ import annotations
from typing import cast, Callable, Type, TypeVar, Generic, Any
import contextlib, decimal, statistics, time, ctypes, array, os, struct, collections, functools
try: import fcntl # windows misses that
except ImportError: fcntl = None #type:ignore[assignment]
from tinygrad.helpers import... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/support/__init__.py | tinygrad/runtime/support/__init__.py | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false | |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/support/usb.py | tinygrad/runtime/support/usb.py | import ctypes, struct, dataclasses, array, itertools
from typing import Sequence
from tinygrad.runtime.autogen import libusb
from tinygrad.helpers import DEBUG, to_mv, round_up, OSX
from tinygrad.runtime.support.hcq import MMIOInterface
class USB3:
def __init__(self, vendor:int, dev:int, ep_data_in:int, ep_stat_in:i... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/support/autogen.py | tinygrad/runtime/support/autogen.py | import ctypes, itertools, re, functools, os
from tinygrad.helpers import unwrap
from tinygrad.runtime.autogen import libclang as clang # use REGEN=1 to regenerate libclang bindings
def unwrap_cursor(c: clang.CXCursor) -> clang.CXCursor:
assert c != clang.clang_getNullCursor()
return c
def children(c: clang.CXCurs... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/support/compiler_amd.py | tinygrad/runtime/support/compiler_amd.py | import ctypes, hashlib, tempfile, subprocess, pathlib, shutil
from tinygrad.helpers import system
from tinygrad.runtime.autogen import comgr
try:
comgr.amd_comgr_get_version(ctypes.byref(major:=ctypes.c_uint64()), ctypes.byref(minor:=ctypes.c_uint64()))
if major.value >= 3:
# in comgr 3 the values of enums in h... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/support/c.py | tinygrad/runtime/support/c.py | import ctypes, functools, os, pathlib, re, sys, sysconfig
from typing import TYPE_CHECKING
from tinygrad.helpers import flatten, getenv, DEBUG, OSX, WIN
from _ctypes import _SimpleCData
def _do_ioctl(__idir, __base, __nr, __struct, __fd, *args, __payload=None, **kwargs):
assert not WIN, "ioctl not supported"
impor... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/support/amd.py | tinygrad/runtime/support/amd.py | import functools, re, urllib, tinygrad.runtime.autogen
from collections import defaultdict
from dataclasses import dataclass
from tinygrad.helpers import getbits, fetch
AMDGPU_URL = "https://gitlab.com/linux-kernel/linux-next/-/raw/cf6d949a409e09539477d32dbe7c954e4852e744/drivers/gpu/drm/amd"
ROCM_URL = "https://raw.g... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/support/nv/nvdev.py | tinygrad/runtime/support/nv/nvdev.py | from __future__ import annotations
import ctypes, time, functools, re, gzip, struct
from tinygrad.helpers import getenv, DEBUG, fetch, getbits
from tinygrad.runtime.support.memory import TLSFAllocator, MemoryManager, AddrSpace
from tinygrad.runtime.support.nv.ip import NV_FLCN, NV_FLCN_COT, NV_GSP
from tinygrad.runtime... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/support/nv/__init__.py | tinygrad/runtime/support/nv/__init__.py | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false | |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/support/nv/ip.py | tinygrad/runtime/support/nv/ip.py | from __future__ import annotations
import ctypes, time, array, struct, itertools, dataclasses
from typing import cast, Any
from tinygrad.runtime.autogen import nv, nv_570 as nv_gpu, pci
from tinygrad.helpers import to_mv, lo32, hi32, DEBUG, round_up, round_down, mv_address, fetch, wait_cond
from tinygrad.runtime.suppor... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | true |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/support/am/amdev.py | tinygrad/runtime/support/am/amdev.py | from __future__ import annotations
import ctypes, collections, dataclasses, functools, hashlib, array
from tinygrad.helpers import mv_address, getenv, DEBUG, fetch, lo32, hi32
from tinygrad.runtime.autogen.am import am
from tinygrad.runtime.support.hcq import MMIOInterface
from tinygrad.runtime.support.amd import AMDRe... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/support/am/__init__.py | tinygrad/runtime/support/am/__init__.py | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false | |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/support/am/ip.py | tinygrad/runtime/support/am/ip.py | import ctypes, time, contextlib, functools
from typing import Literal
from tinygrad.helpers import to_mv, data64, lo32, hi32, DEBUG, wait_cond, pad_bytes
from tinygrad.runtime.autogen.am import am
from tinygrad.runtime.support.amd import import_soc
from tinygrad.runtime.support.memory import AddrSpace
class AM_IP:
d... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | true |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/graph/cuda.py | tinygrad/runtime/graph/cuda.py | import ctypes
from typing import Any, cast
import tinygrad.runtime.autogen.cuda as cuda
from tinygrad.helpers import init_c_var, dedup
from tinygrad.device import Buffer, Device
from tinygrad.runtime.ops_cuda import CUDADevice, check, encode_args, cu_time_execution
from tinygrad.engine.realize import ExecItem, BufferXf... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/graph/metal.py | tinygrad/runtime/graph/metal.py | from typing import Any, cast
import ctypes, re, decimal
from tinygrad.dtype import dtypes
from tinygrad.helpers import dedup, getenv, merge_dicts, PROFILE
from tinygrad.device import Buffer, ProfileGraphEntry, ProfileGraphEvent
from tinygrad.engine.realize import ExecItem, CompiledRunner
from tinygrad.engine.jit import... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/graph/hcq.py | tinygrad/runtime/graph/hcq.py | import collections, time
from typing import Any, cast
from tinygrad.helpers import round_up, PROFILE, ALL2ALL, merge_dicts, getenv, dedup, suppress_finalizing
from tinygrad.runtime.support.hcq import HCQCompiled, HCQAllocator, HCQSignal, HCQBuffer, HWQueue, HCQArgsState, BumpAllocator, MMIOInterface
from tinygrad.devic... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/graph/__init__.py | tinygrad/runtime/graph/__init__.py | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false | |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/autogen/amd_gpu.py | tinygrad/runtime/autogen/amd_gpu.py | # mypy: ignore-errors
import ctypes
from tinygrad.runtime.support.c import DLL, Struct, CEnum, _IO, _IOW, _IOR, _IOWR
class rocr_AMD_SDMA_PKT_COPY_LINEAR_TAG(Struct): pass
class rocr_AMD_SDMA_PKT_COPY_LINEAR_TAG_HEADER_UNION(ctypes.Union): pass
class rocr_AMD_SDMA_PKT_COPY_LINEAR_TAG_HEADER_UNION_0(Struct): pass
rocr_A... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | true |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/autogen/avcodec.py | tinygrad/runtime/autogen/avcodec.py | # mypy: ignore-errors
import ctypes
from tinygrad.helpers import unwrap
from tinygrad.runtime.support.c import Struct, CEnum, _IO, _IOW, _IOR, _IOWR
enum_HEVCNALUnitType = CEnum(ctypes.c_uint32)
HEVC_NAL_TRAIL_N = enum_HEVCNALUnitType.define('HEVC_NAL_TRAIL_N', 0)
HEVC_NAL_TRAIL_R = enum_HEVCNALUnitType.define('HEVC_NA... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/autogen/cuda.py | tinygrad/runtime/autogen/cuda.py | # mypy: ignore-errors
import ctypes
from tinygrad.runtime.support.c import DLL, Struct, CEnum, _IO, _IOW, _IOR, _IOWR
dll = DLL('cuda', 'cuda')
cuuint32_t = ctypes.c_uint32
cuuint64_t = ctypes.c_uint64
CUdeviceptr_v2 = ctypes.c_uint64
CUdeviceptr = ctypes.c_uint64
CUdevice_v1 = ctypes.c_int32
CUdevice = ctypes.c_int32
... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | true |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/autogen/metal.py | tinygrad/runtime/autogen/metal.py | # mypy: ignore-errors
import ctypes
from tinygrad.runtime.support.c import DLL, Struct, CEnum, _IO, _IOW, _IOR, _IOWR
from tinygrad.runtime.support import objc
dll = DLL('metal', 'Metal')
class MTLDispatchThreadgroupsIndirectArguments(Struct): pass
uint32_t = ctypes.c_uint32
MTLDispatchThreadgroupsIndirectArguments._fi... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | true |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/autogen/rocprof.py | tinygrad/runtime/autogen/rocprof.py | # mypy: ignore-errors
import ctypes
from tinygrad.runtime.support.c import DLL, Struct, CEnum, _IO, _IOW, _IOR, _IOWR
dll = DLL('rocprof', ['rocprof-trace-decoder', p:='/usr/local/lib/rocprof-trace-decoder.so', p.replace('so','dylib')])
rocprofiler_thread_trace_decoder_status_t = CEnum(ctypes.c_uint32)
ROCPROFILER_THRE... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/autogen/nv_570.py | tinygrad/runtime/autogen/nv_570.py | # mypy: ignore-errors
import ctypes
from tinygrad.runtime.support.c import DLL, Struct, CEnum, _IO, _IOW, _IOR, _IOWR
_anonenum0 = CEnum(ctypes.c_uint32)
AES128_NONE = _anonenum0.define('AES128_NONE', 0)
AES128_CTR = _anonenum0.define('AES128_CTR', 1)
AES128_CBC = _anonenum0.define('AES128_CBC', 2)
AES128_ECB = _anonen... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | true |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/autogen/kfd.py | tinygrad/runtime/autogen/kfd.py | # mypy: ignore-errors
import ctypes
from tinygrad.runtime.support.c import DLL, Struct, CEnum, _IO, _IOW, _IOR, _IOWR
class struct_kfd_ioctl_get_version_args(Struct): pass
__u32 = ctypes.c_uint32
struct_kfd_ioctl_get_version_args._fields_ = [
('major_version', ctypes.c_uint32),
('minor_version', ctypes.c_uint32),
]... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | true |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/autogen/io_uring.py | tinygrad/runtime/autogen/io_uring.py | # mypy: ignore-errors
import ctypes
from tinygrad.runtime.support.c import DLL, Struct, CEnum, _IO, _IOW, _IOR, _IOWR
class struct_io_uring_sq(Struct): pass
class struct_io_uring_sqe(Struct): pass
__u8 = ctypes.c_ubyte
__u16 = ctypes.c_uint16
__s32 = ctypes.c_int32
class struct_io_uring_sqe_0(ctypes.Union): pass
__u64 ... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/autogen/llvm.py | tinygrad/runtime/autogen/llvm.py | # mypy: ignore-errors
import ctypes
from tinygrad.runtime.support.c import DLL, Struct, CEnum, _IO, _IOW, _IOR, _IOWR
from tinygrad.helpers import WIN, OSX
dll = DLL('llvm', 'C:\\Program Files\\LLVM\\bin\\LLVM-C.dll' if WIN else '/opt/homebrew/opt/llvm@20/lib/libLLVM.dylib' if OSX else ['LLVM', 'LLVM-21', 'LLVM-20', 'L... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | true |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/autogen/libusb.py | tinygrad/runtime/autogen/libusb.py | # mypy: ignore-errors
import ctypes
from tinygrad.runtime.support.c import DLL, Struct, CEnum, _IO, _IOW, _IOR, _IOWR
dll = DLL('libusb', 'usb-1.0')
enum_libusb_class_code = CEnum(ctypes.c_uint32)
LIBUSB_CLASS_PER_INTERFACE = enum_libusb_class_code.define('LIBUSB_CLASS_PER_INTERFACE', 0)
LIBUSB_CLASS_AUDIO = enum_libus... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | true |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/autogen/nvjitlink.py | tinygrad/runtime/autogen/nvjitlink.py | # mypy: ignore-errors
import ctypes
from tinygrad.runtime.support.c import DLL, Struct, CEnum, _IO, _IOW, _IOR, _IOWR
import sysconfig
dll = DLL('nvjitlink', 'nvJitLink', f'/usr/local/cuda/targets/{sysconfig.get_config_vars().get("MULTIARCH", "").rsplit("-", 1)[0]}/lib')
nvJitLinkResult = CEnum(ctypes.c_uint32)
NVJITLI... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/autogen/hsa.py | tinygrad/runtime/autogen/hsa.py | # mypy: ignore-errors
import ctypes
from tinygrad.runtime.support.c import DLL, Struct, CEnum, _IO, _IOW, _IOR, _IOWR
import os
dll = DLL('hsa', [os.getenv('ROCM_PATH', '/opt/rocm')+'/lib/libhsa-runtime64.so', 'hsa-runtime64'])
enum_SQ_RSRC_BUF_TYPE = CEnum(ctypes.c_uint32)
SQ_RSRC_BUF = enum_SQ_RSRC_BUF_TYPE.define('S... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | true |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/autogen/hip.py | tinygrad/runtime/autogen/hip.py | # mypy: ignore-errors
import ctypes
from tinygrad.runtime.support.c import DLL, Struct, CEnum, _IO, _IOW, _IOR, _IOWR
import os
dll = DLL('hip', os.getenv('ROCM_PATH', '/opt/rocm')+'/lib/libamdhip64.so')
hipError_t = CEnum(ctypes.c_uint32)
hipSuccess = hipError_t.define('hipSuccess', 0)
hipErrorInvalidValue = hipError_... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | true |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/autogen/mesa.py | tinygrad/runtime/autogen/mesa.py | # mypy: ignore-errors
import ctypes
from tinygrad.runtime.support.c import DLL, Struct, CEnum, _IO, _IOW, _IOR, _IOWR
import gzip, base64
dll = DLL('mesa', ['tinymesa_cpu', 'tinymesa'])
class struct_u_printf_info(Struct): pass
u_printf_info = struct_u_printf_info
uint32_t = ctypes.c_uint32
try: nir_debug = uint32_t.in_... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | true |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/autogen/libc.py | tinygrad/runtime/autogen/libc.py | # mypy: ignore-errors
import ctypes
from tinygrad.runtime.support.c import DLL, Struct, CEnum, _IO, _IOW, _IOR, _IOWR
dll = DLL('libc', 'c', use_errno=True)
off_t = ctypes.c_int64
mode_t = ctypes.c_uint32
size_t = ctypes.c_uint64
__off_t = ctypes.c_int64
try: (mmap:=dll.mmap).restype, mmap.argtypes = ctypes.c_void_p, [... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | true |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/autogen/nvrtc.py | tinygrad/runtime/autogen/nvrtc.py | # mypy: ignore-errors
import ctypes
from tinygrad.runtime.support.c import DLL, Struct, CEnum, _IO, _IOW, _IOR, _IOWR
import sysconfig
dll = DLL('nvrtc', 'nvrtc', f'/usr/local/cuda/targets/{sysconfig.get_config_vars().get("MULTIARCH", "").rsplit("-", 1)[0]}/lib')
nvrtcResult = CEnum(ctypes.c_uint32)
NVRTC_SUCCESS = nvr... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/autogen/pci.py | tinygrad/runtime/autogen/pci.py | # mypy: ignore-errors
import ctypes
from tinygrad.runtime.support.c import DLL, Struct, CEnum, _IO, _IOW, _IOR, _IOWR
PCI_CFG_SPACE_SIZE = 256
PCI_CFG_SPACE_EXP_SIZE = 4096
PCI_STD_HEADER_SIZEOF = 64
PCI_STD_NUM_BARS = 6
PCI_VENDOR_ID = 0x00
PCI_DEVICE_ID = 0x02
PCI_COMMAND = 0x04
PCI_COMMAND_IO = 0x1
PCI_COMMAND_MEMOR... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/autogen/comgr.py | tinygrad/runtime/autogen/comgr.py | # mypy: ignore-errors
import ctypes
from tinygrad.runtime.support.c import DLL, Struct, CEnum, _IO, _IOW, _IOR, _IOWR
import os
dll = DLL('comgr', [os.getenv('ROCM_PATH', '/opt/rocm')+'/lib/libamd_comgr.so', 'amd_comgr'])
amd_comgr_status_s = CEnum(ctypes.c_uint32)
AMD_COMGR_STATUS_SUCCESS = amd_comgr_status_s.define('... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/autogen/sqtt.py | tinygrad/runtime/autogen/sqtt.py | # mypy: ignore-errors
import ctypes
from tinygrad.runtime.support.c import DLL, Struct, CEnum, _IO, _IOW, _IOR, _IOWR
class struct_sqtt_data_info(Struct): pass
uint32_t = ctypes.c_uint32
class struct_sqtt_data_info_0(ctypes.Union): pass
struct_sqtt_data_info_0._fields_ = [
('gfx9_write_counter', uint32_t),
('gfx10_... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | true |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/autogen/opencl.py | tinygrad/runtime/autogen/opencl.py | # mypy: ignore-errors
import ctypes
from tinygrad.runtime.support.c import DLL, Struct, CEnum, _IO, _IOW, _IOR, _IOWR
dll = DLL('opencl', 'OpenCL')
class struct__cl_platform_id(Struct): pass
cl_platform_id = ctypes.POINTER(struct__cl_platform_id)
class struct__cl_device_id(Struct): pass
cl_device_id = ctypes.POINTER(st... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | true |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/autogen/nv.py | tinygrad/runtime/autogen/nv.py | # mypy: ignore-errors
import ctypes
from tinygrad.runtime.support.c import DLL, Struct, CEnum, _IO, _IOW, _IOR, _IOWR
class MCTP_HEADER(Struct): pass
NvU32 = ctypes.c_uint32
NvU8 = ctypes.c_ubyte
NvU16 = ctypes.c_uint16
MCTP_HEADER._packed_ = True
MCTP_HEADER._fields_ = [
('constBlob', NvU32),
('msgType', NvU8),
... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | true |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/autogen/nv_580.py | tinygrad/runtime/autogen/nv_580.py | # mypy: ignore-errors
import ctypes
from tinygrad.runtime.support.c import DLL, Struct, CEnum, _IO, _IOW, _IOR, _IOWR
_anonenum0 = CEnum(ctypes.c_uint32)
AES128_NONE = _anonenum0.define('AES128_NONE', 0)
AES128_CTR = _anonenum0.define('AES128_CTR', 1)
AES128_CBC = _anonenum0.define('AES128_CBC', 2)
AES128_ECB = _anonen... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | true |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/autogen/qcom_dsp.py | tinygrad/runtime/autogen/qcom_dsp.py | # mypy: ignore-errors
import ctypes
from tinygrad.runtime.support.c import DLL, Struct, CEnum, _IO, _IOW, _IOR, _IOWR
ion_user_handle_t = ctypes.c_int32
enum_ion_heap_type = CEnum(ctypes.c_uint32)
ION_HEAP_TYPE_SYSTEM = enum_ion_heap_type.define('ION_HEAP_TYPE_SYSTEM', 0)
ION_HEAP_TYPE_SYSTEM_CONTIG = enum_ion_heap_typ... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/autogen/ib.py | tinygrad/runtime/autogen/ib.py | # mypy: ignore-errors
import ctypes
from tinygrad.runtime.support.c import DLL, Struct, CEnum, _IO, _IOW, _IOR, _IOWR
dll = DLL('ib', 'ibverbs', use_errno=True)
class union_ibv_gid(ctypes.Union): pass
uint8_t = ctypes.c_ubyte
class union_ibv_gid_global(Struct): pass
__be64 = ctypes.c_uint64
union_ibv_gid_global._fields... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | true |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/autogen/kgsl.py | tinygrad/runtime/autogen/kgsl.py | # mypy: ignore-errors
import ctypes
from tinygrad.runtime.support.c import DLL, Struct, CEnum, _IO, _IOW, _IOR, _IOWR
enum_kgsl_user_mem_type = CEnum(ctypes.c_uint32)
KGSL_USER_MEM_TYPE_PMEM = enum_kgsl_user_mem_type.define('KGSL_USER_MEM_TYPE_PMEM', 0)
KGSL_USER_MEM_TYPE_ASHMEM = enum_kgsl_user_mem_type.define('KGSL_U... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/autogen/__init__.py | tinygrad/runtime/autogen/__init__.py | import glob, importlib, pathlib, subprocess, tarfile
from tinygrad.helpers import fetch, flatten, system, getenv
root = (here:=pathlib.Path(__file__).parent).parents[2]
nv_src = {"nv_570": "https://github.com/NVIDIA/open-gpu-kernel-modules/archive/81fe4fb417c8ac3b9bdcc1d56827d116743892a5.tar.gz",
"nv_580": "... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/autogen/libclang.py | tinygrad/runtime/autogen/libclang.py | # mypy: ignore-errors
import ctypes
from tinygrad.runtime.support.c import DLL, Struct, CEnum, _IO, _IOW, _IOR, _IOWR
dll = DLL('libclang', 'clang-20')
CXIndex = ctypes.c_void_p
class struct_CXTargetInfoImpl(Struct): pass
CXTargetInfo = ctypes.POINTER(struct_CXTargetInfoImpl)
class struct_CXTranslationUnitImpl(Struct):... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | true |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/autogen/comgr_3.py | tinygrad/runtime/autogen/comgr_3.py | # mypy: ignore-errors
import ctypes
from tinygrad.runtime.support.c import DLL, Struct, CEnum, _IO, _IOW, _IOR, _IOWR
import os
dll = DLL('comgr_3', [os.getenv('ROCM_PATH', '/opt/rocm')+'/lib/libamd_comgr.so', 'amd_comgr'])
amd_comgr_status_s = CEnum(ctypes.c_uint32)
AMD_COMGR_STATUS_SUCCESS = amd_comgr_status_s.define... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/autogen/webgpu.py | tinygrad/runtime/autogen/webgpu.py | # mypy: ignore-errors
import ctypes
from tinygrad.runtime.support.c import DLL, Struct, CEnum, _IO, _IOW, _IOR, _IOWR
from tinygrad.helpers import WIN, OSX
import sysconfig, os
dll = DLL('webgpu', os.path.join(sysconfig.get_paths()['purelib'], 'pydawn', 'lib', 'libwebgpu_dawn.dll') if WIN else 'webgpu_dawn')
WGPUFlags ... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | true |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/autogen/vfio.py | tinygrad/runtime/autogen/vfio.py | # mypy: ignore-errors
import ctypes
from tinygrad.runtime.support.c import DLL, Struct, CEnum, _IO, _IOW, _IOR, _IOWR
class struct_vfio_info_cap_header(Struct): pass
__u16 = ctypes.c_uint16
__u32 = ctypes.c_uint32
struct_vfio_info_cap_header._fields_ = [
('id', ctypes.c_uint16),
('version', ctypes.c_uint16),
('ne... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/autogen/am/smu_v13_0_0.py | tinygrad/runtime/autogen/am/smu_v13_0_0.py | # mypy: ignore-errors
import ctypes
from tinygrad.runtime.support.c import DLL, Struct, CEnum, _IO, _IOW, _IOR, _IOWR
FEATURE_PWR_DOMAIN_e = CEnum(ctypes.c_uint32)
FEATURE_PWR_ALL = FEATURE_PWR_DOMAIN_e.define('FEATURE_PWR_ALL', 0)
FEATURE_PWR_S5 = FEATURE_PWR_DOMAIN_e.define('FEATURE_PWR_S5', 1)
FEATURE_PWR_BACO = FEA... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | true |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/autogen/am/smu_v13_0_6.py | tinygrad/runtime/autogen/am/smu_v13_0_6.py | # mypy: ignore-errors
import ctypes
from tinygrad.runtime.support.c import DLL, Struct, CEnum, _IO, _IOW, _IOR, _IOWR
PPSMC_Result = ctypes.c_uint32
PPSMC_MSG = ctypes.c_uint32
FEATURE_LIST_e = CEnum(ctypes.c_uint32)
FEATURE_DATA_CALCULATION = FEATURE_LIST_e.define('FEATURE_DATA_CALCULATION', 0)
FEATURE_DPM_CCLK = FEAT... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | true |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/autogen/am/pm4_nv.py | tinygrad/runtime/autogen/am/pm4_nv.py | # mypy: ignore-errors
import ctypes
from tinygrad.runtime.support.c import DLL, Struct, CEnum, _IO, _IOW, _IOR, _IOWR
class union_PM4_MES_TYPE_3_HEADER(ctypes.Union): pass
enum_mes_set_resources_queue_type_enum = CEnum(ctypes.c_uint32)
queue_type__mes_set_resources__kernel_interface_queue_kiq = enum_mes_set_resources_q... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/autogen/am/sdma_4_0_0.py | tinygrad/runtime/autogen/am/sdma_4_0_0.py | # mypy: ignore-errors
import ctypes
from tinygrad.runtime.support.c import DLL, Struct, CEnum, _IO, _IOW, _IOR, _IOWR
class rocr_AMD_SDMA_PKT_COPY_LINEAR_TAG(Struct): pass
class rocr_AMD_SDMA_PKT_COPY_LINEAR_TAG_HEADER_UNION(ctypes.Union): pass
class rocr_AMD_SDMA_PKT_COPY_LINEAR_TAG_HEADER_UNION_0(Struct): pass
rocr_A... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | true |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/autogen/am/pm4_soc15.py | tinygrad/runtime/autogen/am/pm4_soc15.py | # mypy: ignore-errors
import ctypes
from tinygrad.runtime.support.c import DLL, Struct, CEnum, _IO, _IOW, _IOR, _IOWR
class union_PM4_MES_TYPE_3_HEADER(ctypes.Union): pass
enum_mes_set_resources_queue_type_enum = CEnum(ctypes.c_uint32)
queue_type__mes_set_resources__kernel_interface_queue_kiq = enum_mes_set_resources_q... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/autogen/am/sdma_5_0_0.py | tinygrad/runtime/autogen/am/sdma_5_0_0.py | # mypy: ignore-errors
import ctypes
from tinygrad.runtime.support.c import DLL, Struct, CEnum, _IO, _IOW, _IOR, _IOWR
class rocr_AMD_SDMA_PKT_COPY_LINEAR_TAG(Struct): pass
class rocr_AMD_SDMA_PKT_COPY_LINEAR_TAG_HEADER_UNION(ctypes.Union): pass
class rocr_AMD_SDMA_PKT_COPY_LINEAR_TAG_HEADER_UNION_0(Struct): pass
rocr_A... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | true |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/autogen/am/__init__.py | tinygrad/runtime/autogen/am/__init__.py | from tinygrad.runtime.autogen import load, root
am_src="https://github.com/ROCm/ROCK-Kernel-Driver/archive/ceb12c04e2b5b53ec0779362831f5ee40c4921e4.tar.gz"
AMD="{}/drivers/gpu/drm/amd"
inc = ["-include", "stdint.h"]
def __getattr__(nm):
match nm:
case "am": return load("am/am", [], [root/f"extra/amdpci/headers/... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/autogen/am/am.py | tinygrad/runtime/autogen/am/am.py | # mypy: ignore-errors
import ctypes
from tinygrad.runtime.support.c import DLL, Struct, CEnum, _IO, _IOW, _IOR, _IOWR
class struct_v11_gfx_mqd(Struct): pass
struct_v11_gfx_mqd._fields_ = [
('shadow_base_lo', ctypes.c_uint32),
('shadow_base_hi', ctypes.c_uint32),
('gds_bkup_base_lo', ctypes.c_uint32),
('gds_bkup... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | true |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/autogen/am/smu_v14_0_2.py | tinygrad/runtime/autogen/am/smu_v14_0_2.py | # mypy: ignore-errors
import ctypes
from tinygrad.runtime.support.c import DLL, Struct, CEnum, _IO, _IOW, _IOR, _IOWR
class struct_SMU14_Firmware_Footer(Struct): pass
uint32_t = ctypes.c_uint32
struct_SMU14_Firmware_Footer._packed_ = True
struct_SMU14_Firmware_Footer._fields_ = [
('Signature', uint32_t),
]
SMU14_Firm... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | true |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/runtime/autogen/am/sdma_6_0_0.py | tinygrad/runtime/autogen/am/sdma_6_0_0.py | # mypy: ignore-errors
import ctypes
from tinygrad.runtime.support.c import DLL, Struct, CEnum, _IO, _IOW, _IOR, _IOWR
class rocr_AMD_SDMA_PKT_COPY_LINEAR_TAG(Struct): pass
class rocr_AMD_SDMA_PKT_COPY_LINEAR_TAG_HEADER_UNION(ctypes.Union): pass
class rocr_AMD_SDMA_PKT_COPY_LINEAR_TAG_HEADER_UNION_0(Struct): pass
rocr_A... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | true |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/schedule/rangeify.py | tinygrad/schedule/rangeify.py | from dataclasses import dataclass, field
import itertools
from tinygrad.dtype import dtypes, PtrDType, ImageDType, AddrSpace
from tinygrad.uop.ops import PatternMatcher, UPat, Ops, UOp, resolve, GroupOp, _substitute, KernelInfo
from tinygrad.uop.ops import graph_rewrite, identity_element, sint, AxisType, BottomUpGate, ... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/schedule/multi.py | tinygrad/schedule/multi.py | from typing import cast
import functools, itertools, operator
from tinygrad.helpers import all_same, all_int, prod, DEBUG, RING, ALL2ALL, getenv
from tinygrad.uop.ops import Ops, UOp, sint, PatternMatcher, UPat, GroupOp, graph_rewrite_map, graph_rewrite
from tinygrad.device import Device
# *** allreduce implementation... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/schedule/__init__.py | tinygrad/schedule/__init__.py | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false | |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/schedule/indexing.py | tinygrad/schedule/indexing.py | from typing import Iterator
import functools, operator, itertools
from dataclasses import dataclass, field
from tinygrad.dtype import dtypes, AddrSpace
from tinygrad.uop.ops import PatternMatcher, UPat, Ops, UOp, resolve, GroupOp, graph_rewrite, sint, AxisType, profile_matches
from tinygrad.uop.ops import consumer_map_... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/mixin/__init__.py | tinygrad/mixin/__init__.py | from tinygrad.mixin.math import MathMixin
from tinygrad.mixin.movement import MovementMixin
class OpMixin(MathMixin, MovementMixin):
pass
| python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/mixin/math.py | tinygrad/mixin/math.py | import math
from typing import Self
from tinygrad.uop import Ops
from tinygrad.dtype import dtypes, ConstType
class MathMixin:
# required to implement
def alu(self, op: Ops, *src: Self) -> Self:
raise NotImplementedError
def const_like(self, b: ConstType) -> Self:
raise NotImplementedError
# great f... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/mixin/movement.py | tinygrad/mixin/movement.py | # mixins add syntactic sugar to Tensor and UOp
from typing import TypeAlias, TYPE_CHECKING, Self
from tinygrad.uop import Ops
from tinygrad.helpers import prod, argfix, flatten, dedup, make_tuple, ceildiv
from tinygrad.uop.ops import resolve, smax
if TYPE_CHECKING:
from tinygrad.uop.ops import UOp
sint: TypeAlias = ... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/nn/datasets.py | tinygrad/nn/datasets.py | from tinygrad.tensor import Tensor
from tinygrad.nn.state import tar_extract
def mnist(device=None, fashion=False):
base_url = "http://fashion-mnist.s3-website.eu-central-1.amazonaws.com/" if fashion else "https://storage.googleapis.com/cvdf-datasets/mnist/"
def _mnist(file): return Tensor.from_url(base_url+file, ... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/nn/optim.py | tinygrad/nn/optim.py | # sorted in order of increasing complexity
import itertools
from tinygrad.helpers import dedup, flatten, getenv, unwrap, FUSE_OPTIM
from tinygrad.tensor import Tensor
from tinygrad.dtype import dtypes, least_upper_dtype, to_dtype
class Optimizer:
"""
Base class for all optimizers.
"""
def __init__(self, params... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/nn/state.py | tinygrad/nn/state.py | import json, pathlib, zipfile, pickle, tarfile, struct, functools, io, zlib
from collections import OrderedDict
from typing import Any, Callable, BinaryIO, Iterable, cast
from tinygrad.tensor import Tensor
from tinygrad.dtype import dtypes
from tinygrad.helpers import prod, argsort, DEBUG, Timing, CI, unwrap, GlobalCou... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/nn/__init__.py | tinygrad/nn/__init__.py | from __future__ import annotations
import math
from tinygrad.tensor import Tensor
from tinygrad.dtype import dtypes
from tinygrad.device import is_dtype_supported
from tinygrad.helpers import prod, make_tuple, flatten
from tinygrad.nn import optim, state, datasets # noqa: F401
class BatchNorm:
"""
Applies Batch N... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/nn/torch.py | tinygrad/nn/torch.py | # type: ignore
import sys, pathlib
sys.path.append(pathlib.Path(__file__).parent.parent.as_posix())
try: import extra.torch_backend.backend # noqa: F401 # pylint: disable=unused-import
except ImportError as e: raise ImportError("torch frontend not in release\nTo fix, install tinygrad from a git checkout with pip insta... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/nn/onnx.py | tinygrad/nn/onnx.py | # pylint: disable=possibly-unused-variable
from typing import Any, Sequence, cast, Literal, NamedTuple, Generator
import dataclasses, functools, io, math, types, warnings, pathlib, sys, os, struct, enum
from io import BufferedReader
from tinygrad.nn.state import TensorIO
from tinygrad.tensor import Tensor, _broadcast_s... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | true |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/engine/memory.py | tinygrad/engine/memory.py | from typing import cast
from collections import defaultdict
from tinygrad.engine.realize import ExecItem
from tinygrad.device import Device, Buffer
from tinygrad.helpers import NO_MEMORY_PLANNER, dedup, DEBUG, round_up
from tinygrad.uop.ops import Ops
from tinygrad.dtype import dtypes, ImageDType
from tinygrad.runtime.... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/engine/schedule.py | tinygrad/engine/schedule.py | import time
from typing import cast
from collections import deque
from tinygrad.uop.ops import UOp, Ops, buffers, UOpMetaClass, track_rewrites, PatternMatcher, UPat, graph_rewrite, graph_rewrite_map
from tinygrad.uop.spec import type_verify, tensor_spec
from tinygrad.device import Buffer, MultiBuffer
from tinygrad.help... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/engine/jit.py | tinygrad/engine/jit.py | from typing import TypeVar, Generic, Callable, cast, Any
import functools, collections
from tinygrad.tensor import Tensor
from tinygrad.helpers import flatten, merge_dicts, DEBUG, Context, BEAM, getenv, colored, JIT, JIT_BATCH_SIZE, dedup, partition, unwrap
from tinygrad.device import Buffer, Compiled, Device, MultiBuf... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/engine/__init__.py | tinygrad/engine/__init__.py | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false | |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/tinygrad/engine/realize.py | tinygrad/engine/realize.py | from typing import cast, Callable
import time, pprint, random, itertools, math
from dataclasses import dataclass, replace, field
from tinygrad.helpers import all_same, colored, DEBUG, GlobalCounters, ansilen, BEAM, NOOPT, all_int, CAPTURING, Metadata, TRACEMETA, TracingKey
from tinygrad.helpers import DEVECTORIZE, time... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_tiny.py | test/test_tiny.py | # basic self-contained tests of the external functionality of tinygrad
import unittest, random
from tinygrad import Tensor, Context, Variable, TinyJit, dtypes, Device, nn
from tinygrad.helpers import IMAGE, CI, getenv
class TestTiny(unittest.TestCase):
# *** basic functionality ***
def test_const(self):
cons... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_uops.py | test/test_uops.py | from typing import Optional, Any
import unittest, math
import numpy as np
from tinygrad.tensor import Tensor, _to_np_dtype
from tinygrad.helpers import CI, DEBUG, getenv, Timing, Context
from tinygrad.dtype import dtypes, DType, AddrSpace
from tinygrad.device import Buffer, Device
from tinygrad.uop.ops import Ops, UOp,... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_custom_kernel.py | test/test_custom_kernel.py | import unittest
from tinygrad import Tensor, UOp
from tinygrad.dtype import AddrSpace
from tinygrad.uop.ops import KernelInfo, AxisType
# **** kernels ****
def custom_arange_kernel(C:UOp) -> UOp:
i = UOp.range(C.size, 0)
return C[i].store(i.cast(C.dtype.base)).end(i).sink(arg=KernelInfo(name=f"custom_arange_{C.si... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_interop.py | test/test_interop.py | #!/usr/bin/env python
import unittest
import torch
import numpy as np
from tinygrad.helpers import getenv, CI
from tinygrad.tensor import Tensor
from tinygrad.device import Device
from tinygrad.dtype import _from_torch_dtype, _to_torch_dtype
MOCKGPU = getenv("MOCKGPU")
@unittest.skipIf(Device.DEFAULT not in ["METAL"... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_transcendental.py | test/test_transcendental.py | import unittest
from tinygrad import Tensor, Device, dtypes
from tinygrad.tensor import _to_np_dtype
from tinygrad.helpers import Context, getenv, CI, OSX
from test.test_schedule import check_schedule
from test.test_dtype_alu import ht, dtypes_float
from tinygrad.device import is_dtype_supported
import numpy as np
impo... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_tensor.py | test/test_tensor.py | import numpy as np
import torch
import unittest, copy, mmap, random, math, array
from tinygrad import Tensor, Device, dtypes
from tinygrad.tensor import _METADATA
from tinygrad.helpers import Context, getenv, temp, mv_address
from extra.gradcheck import numerical_jacobian, jacobian, gradcheck
from hypothesis import giv... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | true |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_opt_gemm.py | test/test_opt_gemm.py | import numpy as np
import unittest
from tinygrad import Tensor, Device
from tinygrad.helpers import get_single_element
from tinygrad.codegen.opt import Opt, OptOps
from tinygrad.engine.realize import CompiledRunner, get_program
from tinygrad.engine.schedule import ExecItem
class TestOptGemm(unittest.TestCase):
@clas... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_tensor_variable.py | test/test_tensor_variable.py | import unittest
import numpy as np
from tinygrad import Tensor, Variable
class TestTensorVariable(unittest.TestCase):
def test_add_tvar(self):
vv = Variable("a", 0, 10).bind(1)
ret = (Tensor(vv) + 3).item()
assert ret == 4
def test_inner_tvar_node(self):
vv = Variable("w", 0, 10).bind(2)
ret =... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_multitensor.py | test/test_multitensor.py | import unittest, functools, random
from tinygrad import Tensor, Device, nn, GlobalCounters, TinyJit, dtypes, Variable
from tinygrad.device import is_dtype_supported
from tinygrad.uop.ops import Ops, UOp
from tinygrad.helpers import getenv, prod, Context
from tinygrad.nn.state import get_parameters, get_state_dict
from ... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | true |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_dtype_alu.py | test/test_dtype_alu.py | import unittest, operator, math
from tinygrad import Tensor, dtypes, Device
from tinygrad.dtype import DType, truncate
from tinygrad.helpers import CI, getenv
from tinygrad.tensor import _to_np_dtype
from tinygrad.device import is_dtype_supported
from tinygrad.runtime.ops_python import from_storage_scalar
from tinygrad... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_memory_planner.py | test/test_memory_planner.py | import unittest
from tinygrad import dtypes, Device
from tinygrad.device import Buffer
from tinygrad.engine.memory import _internal_memory_planner
global_map = {}
def b(i, base=None, offset=0, pin=False, size=16):
global global_map
if i in global_map: return global_map[i]
global_map[i] = Buffer(Device.DEFAULT, s... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_zero_copy.py | test/test_zero_copy.py | import unittest
from tinygrad import Tensor, Device
import time
def time_tensor_numpy(out:Tensor):
times = []
for _ in range(5):
st = time.perf_counter()
out.uop.base.realized.as_buffer(allow_zero_copy=True)
et = time.perf_counter() - st
times.append(et)
return min(times)
N = 4096
class TestZero... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_assign.py | test/test_assign.py | #!/usr/bin/env python
import unittest
import numpy as np
from tinygrad import dtypes, Tensor, TinyJit, GlobalCounters, Variable
from tinygrad.device import is_dtype_supported
from tinygrad.helpers import temp, CI, CPU_LVP
N = 200 # has to be bigger than the cache to fail
class TestAssign(unittest.TestCase):
def te... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_const_folding.py | test/test_const_folding.py | import unittest, itertools, math
from tinygrad import Tensor, Device, dtypes, Context
from tinygrad.dtype import DType, ConstType
from tinygrad.uop.ops import Ops, UOp
from tinygrad.codegen import full_rewrite_to_sink
from tinygrad.device import is_dtype_supported
import numpy as np
from test.helpers import not_support... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_optim.py | test/test_optim.py | import numpy as np
import torch
import unittest
from tinygrad import Tensor, Device, dtypes
from tinygrad.nn.optim import Adam, SGD, AdamW, Muon, LAMB
from tinygrad.device import is_dtype_supported
from test.helpers import needs_second_gpu, slow
np.random.seed(1337)
x_init = np.random.randn(1,4).astype(np.float32)
W_i... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_quantize_onnx.py | test/test_quantize_onnx.py | # ruff: noqa: E501
import numpy as np
import unittest
from dataclasses import replace
from tinygrad import Tensor, Context, Device, dtypes
from tinygrad.uop.ops import Ops
from tinygrad.codegen.opt import Opt, OptOps
from tinygrad.engine.realize import CompiledRunner, get_program
from tinygrad.engine.schedule import Ex... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_subbuffer.py | test/test_subbuffer.py | import unittest
from tinygrad import Device, dtypes, Tensor
from tinygrad.device import Buffer
from tinygrad.helpers import Context
from test.helpers import REAL_DEV, needs_second_gpu
@unittest.skipUnless(hasattr(Device[Device.DEFAULT].allocator, "_offset"), "subbuffer not supported")
class TestSubBuffer(unittest.Test... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_rangeify.py | test/test_rangeify.py | import unittest
from tinygrad import Tensor, nn, Device
from tinygrad.helpers import Context, GlobalCounters, getenv, PCONTIG, DEBUG
from tinygrad.uop.ops import graph_rewrite, PatternMatcher, UPat, Ops
from tinygrad.codegen.opt import OptOps, Opt
from tinygrad.renderer.ptx import PTXRenderer
from tinygrad.renderer.nir... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_stunning.py | test/test_stunning.py | import unittest
from tinygrad import nn, Tensor, Variable, Context, Device
from tinygrad.helpers import trange
class Model:
def __init__(self): self.layer = nn.Linear(28*28, 10)
def __call__(self, x:Tensor) -> Tensor: return self.layer(x.flatten(1))
class TestStunning(unittest.TestCase):
def test_indexing_varia... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_outerworld_range.py | test/test_outerworld_range.py | import unittest
from tinygrad import Tensor, nn, Variable, UOp
# outerworld range should support three things
# 1. full optimizer steps (test_model_bound_range)
# 2. gradient accumulation (you want to end the range before running the optimizer)
# 3. stacked linear layers
class Model:
def __init__(self): self.w = nn... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
tinygrad/tinygrad | https://github.com/tinygrad/tinygrad/blob/bf356ae99621f42ad218b902ae7afdcb1f4a2f03/test/test_dtype.py | test/test_dtype.py | import unittest, math
import numpy as np
import torch
from typing import Any, List
from tinygrad.device import is_dtype_supported
from tinygrad.helpers import getenv, DEBUG, CI
from tinygrad.dtype import DType, DTYPES_DICT, least_upper_dtype, fp8_to_float, float_to_fp8, _to_np_dtype, _to_torch_dtype, truncate
from tiny... | python | MIT | bf356ae99621f42ad218b902ae7afdcb1f4a2f03 | 2026-01-04T14:43:17.197982Z | false |
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