60 lines
1.5 KiB
Factor
60 lines
1.5 KiB
Factor
! Copyright (C) 2017 Doug Coleman.
|
|
! See http://factorcode.org/license.txt for BSD license.
|
|
USING: tools.test machine-learning.functions ;
|
|
|
|
{ 0 } [ 0 relu ] unit-test
|
|
{ .5 .000001 } [ .5 relu ] unit-test~
|
|
{ 1 } [ 1 relu ] unit-test
|
|
{ 0 } [ -.5 relu ] unit-test
|
|
{ 0 } [ -1 relu ] unit-test
|
|
|
|
{ 0 } [ -1 relu6 ] unit-test
|
|
{ 6 } [ 10 relu6 ] unit-test
|
|
|
|
{ -.01 .00001 } [ -1 .01 leaky-relu ] unit-test~
|
|
{ 0 } [ 0 .01 leaky-relu ] unit-test
|
|
{ .5 .000001 } [ .5 .01 leaky-relu ] unit-test~
|
|
{ 1 } [ 1 .01 leaky-relu ] unit-test
|
|
{ -.005 .1 } [ -.5 .01 leaky-relu ] unit-test~
|
|
|
|
{ 0 } [ 0 default-leaky-relu ] unit-test
|
|
{ 1 } [ 1 default-leaky-relu ] unit-test
|
|
{ .5 .000001 } [ .5 default-leaky-relu ] unit-test~
|
|
{ -.005 .1 } [ -.5 default-leaky-relu ] unit-test~
|
|
|
|
{
|
|
{
|
|
0.327201948676532
|
|
0.1203708700293295
|
|
0.04428196839971006
|
|
0.0162904257888568
|
|
0.327201948676532
|
|
0.1203708700293295
|
|
0.04428196839971006
|
|
} .00001
|
|
} [ { 1. 2. 3. 4. 1. 2. 3. } softmin ] unit-test-v~
|
|
|
|
{
|
|
{
|
|
0.02364054302159138
|
|
0.06426165851049616
|
|
0.1746812985957223
|
|
0.4748329997443803
|
|
0.02364054302159138
|
|
0.06426165851049616
|
|
0.1746812985957223
|
|
} .00001
|
|
} [ { 1. 2. 3. 4. 1. 2. 3. } softmax ] unit-test-v~
|
|
|
|
{
|
|
{
|
|
-7.463073944710613
|
|
-12.13384821518222
|
|
-24.83032903943923
|
|
-59.3429421493958
|
|
-7.463073944710613
|
|
-12.13384821518222
|
|
-24.83032903943923
|
|
} .00001
|
|
} [ { 1. 2. 3. 4. 1. 2. 3. } log-softmax ] unit-test-v~
|