On Fri, Jul 18, 2014 at 2:32 PM, Chris Barker <[email protected]> wrote:

> On Fri, Jul 18, 2014 at 12:43 PM, Pauli Virtanen <[email protected]> wrote:
>
>> 18.07.2014 22:13, Chris Barker kirjoitti:
>> [clip]
>> > but an appropriate rtol would work there too. If only zero testing is
>> > needed, then atol=0 makes sense as a default. (or maybe atol=eps)
>>
>> There's plenty of room below eps, but finfo(float).tiny ~ 3e-308 (or
>> some big multiple) is also reasonable in the scale-freeness sense.
>
>
> right! brain blip -- eps is the difference between 1 and then next larger
> representable number, yes? So a long way away from smallest representable
> number. So yes, zero or [something]e-308 -- making zero seem like a good
> idea again....
>
> is it totally ridiculous to have the default be dependent on dtype?
> float32 vs float64?
>
>
Whatever the final decision is, if the defaults change we should start with
a FutureWarning. How we can make that work is uncertain, because I don't
know of any reliable way to detect if we are using the default value or if
a value was passed in. Maybe just warn if `atol == 0` ?

Chuck
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