hi,
if new LinearRegressionWithSGD() uses a miniBatchFraction of 1.0,
doesn’t that make it a deterministic/classical gradient descent rather
than a SGD?
Specifically, miniBatchFraction=1.0 means the entire data set, i.e.
all rows. In the spirit of SGD, shouldn’t the default be the fraction
Sounds reasonable to me, feel free to create a JIRA (and PR if you're up
for it) so we can see what others think!
On Fri, Aug 7, 2015 at 1:45 AM, Gerald Loeffler
gerald.loeff...@googlemail.com wrote:
hi,
if new LinearRegressionWithSGD() uses a miniBatchFraction of 1.0,
doesn’t that make
for
it) so we can see what others think!
On Fri, Aug 7, 2015 at 1:45 AM, Gerald Loeffler
gerald.loeff...@googlemail.com wrote:
hi,
if new LinearRegressionWithSGD() uses a miniBatchFraction of 1.0,
doesn’t that make it a deterministic/classical gradient descent rather
than a SGD
:
Sounds reasonable to me, feel free to create a JIRA (and PR if you're up for
it) so we can see what others think!
On Fri, Aug 7, 2015 at 1:45 AM, Gerald Loeffler
gerald.loeff...@googlemail.com wrote:
hi,
if new LinearRegressionWithSGD() uses a miniBatchFraction of 1.0,
doesn’t that make
reasonable to me, feel free to create a JIRA (and PR if you're
up
for
it) so we can see what others think!
On Fri, Aug 7, 2015 at 1:45 AM, Gerald Loeffler
gerald.loeff...@googlemail.com wrote:
hi,
if new LinearRegressionWithSGD() uses a miniBatchFraction of 1.0,
doesn’t
LinearRegressionWithSGD() uses a miniBatchFraction of 1.0,
doesn’t that make it a deterministic/classical gradient descent rather
than a SGD?
Specifically, miniBatchFraction=1.0 means the entire data set, i.e.
all rows. In the spirit of SGD, shouldn’t the default be the fraction
that results
Loeffler
gerald.loeff...@googlemail.com wrote:
hi,
if new LinearRegressionWithSGD() uses a miniBatchFraction of 1.0,
doesn’t that make it a deterministic/classical gradient descent rather
than a SGD?
Specifically, miniBatchFraction=1.0 means the entire data set, i.e.
all rows
