codon/stdlib/internal/pynumerics.codon

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# Copyright (C) 2022-2023 Exaloop Inc. <https://exaloop.io>
GPU and other updates (#52) * Add nvptx pass * Fix spaces * Don't change name * Add runtime support * Add init call * Add more runtime functions * Add launch function * Add intrinsics * Fix codegen * Run GPU pass between general opt passes * Set data layout * Create context * Link libdevice * Add function remapping * Fix linkage * Fix libdevice link * Fix linking * Fix personality * Fix linking * Fix linking * Fix linking * Add internalize pass * Add more math conversions * Add more re-mappings * Fix conversions * Fix __str__ * Add decorator attribute for any decorator * Update kernel decorator * Fix kernel decorator * Fix kernel decorator * Fix kernel decorator * Fix kernel decorator * Remove old decorator * Fix pointer calc * Fix fill-in codegen * Fix linkage * Add comment * Update list conversion * Add more conversions * Add dict and set conversions * Add float32 type to IR/LLVM * Add float32 * Add float32 stdlib * Keep required global values in PTX module * Fix PTX module pruning * Fix malloc * Set will-return * Fix name cleanup * Fix access * Fix name cleanup * Fix function renaming * Update dimension API * Fix args * Clean up API * Move GPU transformations to end of opt pipeline * Fix alloc replacements * Fix naming * Target PTX 4.2 * Fix global renaming * Fix early return in static blocks; Add __realized__ function * Format * Add __llvm_name__ for functions * Add vector type to IR * SIMD support [wip] * Update kernel naming * Fix early returns; Fix SIMD calls * Fix kernel naming * Fix IR matcher * Remove module print * Update realloc * Add overloads for 32-bit float math ops * Add gpu.Pointer type for working with raw pointers * Add float32 conversion * Add to_gpu and from_gpu * clang-format * Add f32 reduction support to OpenMP * Fix automatic GPU class conversions * Fix conversion functions * Fix conversions * Rename self * Fix tuple conversion * Fix conversions * Fix conversions * Update PTX filename * Fix filename * Add raw function * Add GPU docs * Allow nested object conversions * Add tests (WIP) * Update SIMD * Add staticrange and statictuple loop support * SIMD updates * Add new Vec constructors * Fix UInt conversion * Fix size-0 allocs * Add more tests * Add matmul test * Rename gpu test file * Add more tests * Add alloc cache * Fix object_to_gpu * Fix frees * Fix str conversion * Fix set conversion * Fix conversions * Fix class conversion * Fix str conversion * Fix byte conversion * Fix list conversion * Fix pointer conversions * Fix conversions * Fix conversions * Update tests * Fix conversions * Fix tuple conversion * Fix tuple conversion * Fix auto conversions * Fix conversion * Fix magics * Update tests * Support GPU in JIT mode * Fix GPU+JIT * Fix kernel filename in JIT mode * Add __static_print__; Add earlyDefines; Various domination bugfixes; SimplifyContext RAII base handling * Fix global static handling * Fix float32 tests * FIx gpu module * Support OpenMP "collapse" option * Add more collapse tests * Capture generics and statics * TraitVar handling * Python exceptions / isinstance [wip; no_ci] * clang-format * Add list comparison operators * Support empty raise in IR * Add dict 'or' operator * Fix repr * Add copy module * Fix spacing * Use sm_30 * Python exceptions * TypeTrait support; Fix defaultDict * Fix earlyDefines * Add defaultdict * clang-format * Fix invalid canonicalizations * Fix empty raise * Fix copyright * Add Python numerics option * Support py-numerics in math module * Update docs * Add static Python division / modulus * Add static py numerics tests * Fix staticrange/tuple; Add KwTuple.__getitem__ * clang-format * Add gpu parameter to par * Fix globals * Don't init loop vars on loop collapse * Add par-gpu tests * Update gpu docs * Fix isinstance check * Remove invalid test * Add -libdevice to set custom path [skip ci] * Add release notes; bump version [skip ci] * Add libdevice docs [skip ci] Co-authored-by: Ibrahim Numanagić <ibrahimpasa@gmail.com>
2022-09-16 03:40:00 +08:00
@pure
@llvm
def _floordiv_int_float(self: int, other: float) -> float:
declare double @llvm.floor.f64(double)
%0 = sitofp i64 %self to double
%1 = fdiv double %0, %other
%2 = call double @llvm.floor.f64(double %1)
ret double %2
@pure
@llvm
def _floordiv_int_int(self: int, other: int) -> int:
%0 = sdiv i64 %self, %other
ret i64 %0
@pure
@llvm
def _truediv_int_float(self: int, other: float) -> float:
%0 = sitofp i64 %self to double
%1 = fdiv double %0, %other
ret double %1
@pure
@llvm
def _truediv_int_int(self: int, other: int) -> float:
%0 = sitofp i64 %self to double
%1 = sitofp i64 %other to double
%2 = fdiv double %0, %1
ret double %2
@pure
@llvm
def _mod_int_float(self: int, other: float) -> float:
%0 = sitofp i64 %self to double
%1 = frem double %0, %other
ret double %1
@pure
@llvm
def _mod_int_int(self: int, other: int) -> int:
%0 = srem i64 %self, %other
ret i64 %0
@pure
@llvm
def _truediv_float_float(self: float, other: float) -> float:
%0 = fdiv double %self, %other
ret double %0
@pure
@llvm
def _mod_float_float(self: float, other: float) -> float:
%0 = frem double %self, %other
ret double %0
def _divmod_int_int(self: int, other: int):
d = _floordiv_int_int(self, other)
m = self - d * other
if m and ((other ^ m) < 0):
m += other
d -= 1
return (d, m)
def _divmod_float_float(self: float, other: float):
mod = _mod_float_float(self, other)
div = _truediv_float_float(self - mod, other)
if mod:
if (other < 0) != (mod < 0):
mod += other
div -= 1.0
else:
mod = (0.0).copysign(other)
floordiv = 0.0
if div:
floordiv = div.__floor__()
if div - floordiv > 0.5:
floordiv += 1.0
else:
floordiv = (0.0).copysign(self / other)
return (floordiv, mod)
@extend
class int:
def __floordiv__(self, other: float):
if other == 0.0:
raise ZeroDivisionError("float floor division by zero")
return _divmod_float_float(float(self), other)[0]
def __floordiv__(self, other: int):
if other == 0:
raise ZeroDivisionError("integer division or modulo by zero")
return _divmod_int_int(self, other)[0]
def __truediv__(self, other: float):
if other == 0.0:
raise ZeroDivisionError("float division by zero")
return _truediv_int_float(self, other)
def __truediv__(self, other: int):
if other == 0:
raise ZeroDivisionError("division by zero")
return _truediv_int_int(self, other)
def __mod__(self, other: float):
if other == 0.0:
raise ZeroDivisionError("float modulo")
return _divmod_float_float(self, other)[1]
def __mod__(self, other: int):
if other == 0:
raise ZeroDivisionError("integer division or modulo by zero")
return _divmod_int_int(self, other)[1]
def __divmod__(self, other: float):
if other == 0.0:
raise ZeroDivisionError("float divmod()")
return _divmod_float_float(float(self), other)
def __divmod__(self, other: int):
if other == 0:
raise ZeroDivisionError("integer division or modulo by zero")
return _divmod_int_int(self, other)
@extend
class float:
def __floordiv__(self, other: float):
if other == 0.0:
raise ZeroDivisionError("float floor division by zero")
return _divmod_float_float(self, other)[0]
def __floordiv__(self, other: int):
if other == 0:
raise ZeroDivisionError("float floor division by zero")
return _divmod_float_float(self, float(other))[0]
def __truediv__(self, other: float):
if other == 0.0:
raise ZeroDivisionError("float division by zero")
return _truediv_float_float(self, other)
def __truediv__(self, other: int):
if other == 0:
raise ZeroDivisionError("float division by zero")
return _truediv_float_float(self, float(other))
def __mod__(self, other: float):
if other == 0.0:
raise ZeroDivisionError("float modulo")
return _divmod_float_float(self, other)[1]
def __mod__(self, other: int):
if other == 0:
raise ZeroDivisionError("float modulo")
return _divmod_float_float(self, float(other))[1]
def __divmod__(self, other: float):
if other == 0.0:
raise ZeroDivisionError("float divmod()")
return _divmod_float_float(self, other)
def __divmod__(self, other: int):
if other == 0:
raise ZeroDivisionError("float divmod()")
return _divmod_float_float(self, float(other))