Sunspot [12]

Test type

Best error

Mean error

Mean error bias

Worst error

Cost

Cost per thread

Mean validation error epoch

A

0.0077448

0.0100750

13.07%

0.0131057

200,075

40,015

1909

B

0.0083803

0.0109812

13.68%

0.0144062

195,075

39,015

1817

C

0.0063976

0.0077735

30.12%

0.0103354

500,150

50,015

1877

D

0.0078447

0.0128080

27.05%

0.0214516

200,075

40,015

1578

E

0.0077889

0.0134720

38.76%

0.0263481

200,075

40,015

1485

Sequential [9]

0.0107341

0.0127696

53.78%

0.0195412

205,039

-

-

Concurrent [9]

0.0146470

0.0193530

10.14%

0.0251210

121,200

-

-

MCNE [8] [9]

0.0246412

0.0478444

-9.27%

0.0671124

100,000

-

-

TWI Exchange [11]

Test type

Best error

Mean error

Mean error bias

Worst error

Cost

Cost per thread

Mean validation error epoch

A

0.0118479

0.0127522

48.92%

0.0153886

200,075

40,015

1658

B

0.0120645

0.0130102

42.49%

0.0153533

195,075

39,015

1576

C

0.0115597

0.0123720

46.37%

0.0145887

500,150

50,015

1701

D

0.0121878

0.0134124

53.20%

0.0174216

200,075

40,015

1465

E

0.0113766

0.0133122

40.42%

0.0178735

200,075

40,015

1604

Sequential [9]

0.0354120

0.0394227

−38.23%

0.0412148

272,318

-

-

Concurrent [9]

0.0363142

0.0397674

0.59%

0.0432614

121,200

-

-

MCNE [8] [9]

0.0745214

0.0852743

−28.59%

0.0912457

100,000

-

-