[Numpy-discussion] NumPy's BLAS library on macOS?

2021-07-07 Thread Jerry Morrison
Would someone please answer installation questions about NumPy's BLAS on macOS? I'm not finding the answers in the release notes , the PR source, the docs , or Stack Overflow

Re: [Numpy-discussion] NumPy's BLAS library on macOS?

2021-07-07 Thread Jerry Morrison
'accelerate' is in the default search order after 'openblas'. On macOS < 11.3, importing numpy that's linked to Accelerate will detect an Accelerate bug and raise a RuntimeError. On Wed, Jul 7, 2021 at 1:32 PM Ralf Gommers wrote: > > > On Wed, Jul 7, 2021 at 9

Re: [Numpy-discussion] NumPy's BLAS library on macOS?

2021-07-08 Thread Jerry Morrison
On Wed, Jul 7, 2021 at 10:14 PM Matti Picus wrote: > > On 8/7/21 2:23 am, Jerry Morrison wrote: > > Got it! > > > > *Summary:* > > * Installing a numpy wheel (e.g. `pip install numpy==1.21.0`) uses its > > embedded OpenBLAS on every platform that has a

Re: [Numpy-discussion] Floating point precision expectations in NumPy

2021-07-30 Thread Jerry Morrison
On Tue, Jul 27, 2021 at 4:55 PM Sebastian Berg wrote: > Hi all, > > there is a proposal to add some Intel specific fast math routine to > NumPy: > > https://github.com/numpy/numpy/pull/19478 > > part of numerical algorithms is that there is always a speed vs. > precision trade-off, giving a m

Re: [Numpy-discussion] Floating point precision expectations in NumPy

2021-08-19 Thread Jerry Morrison
On Fri, Jul 30, 2021 at 12:22 PM Sebastian Berg wrote: > On Fri, 2021-07-30 at 11:04 -0700, Jerry Morrison wrote: > > On Tue, Jul 27, 2021 at 4:55 PM Sebastian Berg < > > sebast...@sipsolutions.net> > > wrote: > > > > > Hi all, > > > > > &

[Numpy-discussion] Re: Consider linking to Accelerate in Apple Silicon ARM64 wheels

2023-05-08 Thread Jerry Morrison
This sounds terrific. Is there a technique to get such a performance improvement with Accelerate? We tried: pip install numpy==1.24.3 --no-binary numpy with and without a ~/.numpy-site.cfg file that sets [accelerate] libraries = Accelerate, vecLib on Intel and M2 Macs on macOS 13.3. While np

[Numpy-discussion] Re: Consider linking to Accelerate in Apple Silicon ARM64 wheels

2023-05-10 Thread Jerry Morrison
On Tue, May 9, 2023 at 12:13 PM Ralf Gommers wrote: > > > On Tue, May 9, 2023 at 5:11 AM Jerry Morrison < > jerry.morrison+nu...@gmail.com> wrote: > >> This sounds terrific. Is there a technique to get such a performance >> improvement with Accelerate? >&g