//===============================================================================================
//*----------------------------------------------------------------------------
//* \fn AT91F_TWI_Open
//* \brief Initializes TWI device
//*----------------------------------------------------------------------------
void AT91F_TWI_Init(void)
{
TWI_QUEUE = xQueueCreate( 1, sizeof( unsigned int ) );
TWI_NACK_Error = ErrorCreate("TWI Nack");
TWI_TMO_Error = ErrorCreate("TWI TimeOut");
TWI_SEM_Error = ErrorCreate("TWI Access");
TWI_WriteData_Error = ErrorCreate("TWI Write");
TWI_OVRE_Error = ErrorCreate("TWI OVRE");
vSemaphoreCreateBinary( TWI_Semaphore );
while( TWI_QUEUE == 0 ) ; // Queue was not created and must not be used.
portENTER_CRITICAL();
{
// Configure TWI in master mode
AT91F_TWI_Configure (AT91C_BASE_TWI);
// Configure TWI PIOs
AT91F_PIO_CfgOutput(AT91C_BASE_PIOA, AT91C_PA1_TWCK );
AT91F_PIO_CfgOpendrain(AT91C_BASE_PIOA, // PIO controller base address
((unsigned int) AT91C_PA1_TWCK ) |
((unsigned int) AT91C_PA0_TWD ) );
AT91F_TWI_CfgPIO();
// Configure PMC by enabling TWI clock
AT91F_TWI_CfgPMC ();
// AT91F_PMC_EnablePeriphClock ( AT91C_BASE_PMC, 1<<AT91C_ID_TWI ) ;
// Set TWI Clock Waveform Generator Register
AT91F_SetTwiClock();
AT91F_AIC_ConfigureIt ( AT91C_BASE_AIC,
AT91C_ID_TWI,
TWI_INTERRUPT_LEVEL,
AT91C_AIC_SRCTYPE_INT_LEVEL_SENSITIVE,
( void (*)( void ) )AT91_TWI_ISR_ENTRY);
AT91F_AIC_EnableIt (AT91C_BASE_AIC, AT91C_ID_TWI);
TWI_TransferStatus = FREE;
}
portEXIT_CRITICAL();
}
/*
This example takes awhile to execute. It uses simulated annealing to fit an RBF network to the iris data set.
You can see the output from the example here. As you can see, it took 2000 iterations to train to 0.78.
You can see that it is able to classify many of the iris species correctly, but not all.
This example uses one-of-n encoding for the iris species. Equilateral could have also been used.
Iteration #1: Score: 0.500285
Iteration #2: Score: 0.500285
Iteration #3: Score: 0.500285
Iteration #4: Score: 0.500285
Iteration #5: Score: 0.500285
Iteration #6: Score: 0.500285
Iteration #7: Score: 0.500285
Iteration #8: Score: 0.500285
Iteration #9: Score: 0.500285
Iteration #10: Score: 0.500285
Iteration #11: Score: 0.500285
Iteration #12: Score: 0.500285
Iteration #13: Score: 0.500285
Iteration #14: Score: 0.500285
Iteration #15: Score: 0.500285
Iteration #16: Score: 0.500285
Iteration #17: Score: 0.500285
Iteration #18: Score: 0.500285
Iteration #19: Score: 0.500285
Iteration #20: Score: 0.500285
Iteration #21: Score: 0.500285
Iteration #22: Score: 0.500285
Iteration #23: Score: 0.500285
Iteration #24: Score: 0.500285
Iteration #25: Score: 0.500285
Iteration #26: Score: 0.500285
Iteration #27: Score: 0.500285
Iteration #28: Score: 0.500285
Iteration #29: Score: 0.500285
Iteration #30: Score: 0.500285
Iteration #31: Score: 0.500285
Iteration #32: Score: 0.500285
Iteration #33: Score: 0.500285
Iteration #34: Score: 0.500285
Iteration #35: Score: 0.500285
Iteration #36: Score: 0.500285
Iteration #37: Score: 0.500285
Iteration #38: Score: 0.500285
Iteration #39: Score: 0.500285
Iteration #40: Score: 0.500285
Iteration #41: Score: 0.500285
Iteration #42: Score: 0.500285
Iteration #43: Score: 0.500285
Iteration #44: Score: 0.500285
Iteration #45: Score: 0.500285
Iteration #46: Score: 0.500285
Iteration #47: Score: 0.500285
Iteration #48: Score: 0.500285
Iteration #49: Score: 0.500285
Iteration #50: Score: 0.500285
Iteration #51: Score: 0.500285
Iteration #52: Score: 0.500285
Iteration #53: Score: 0.500285
Iteration #54: Score: 0.500285
Iteration #55: Score: 0.500285
Iteration #56: Score: 0.500285
Iteration #57: Score: 0.500285
Iteration #58: Score: 0.500285
Iteration #59: Score: 0.500285
Iteration #60: Score: 0.500285
Iteration #61: Score: 0.500285
Iteration #62: Score: 0.500285
Iteration #63: Score: 0.500285
Iteration #64: Score: 0.500285
Iteration #65: Score: 0.500285
Iteration #66: Score: 0.500285
Iteration #67: Score: 0.500285
Iteration #68: Score: 0.500285
Iteration #69: Score: 0.500285
Iteration #70: Score: 0.500285
Iteration #71: Score: 0.500285
Iteration #72: Score: 0.500285
Iteration #73: Score: 0.500285
Iteration #74: Score: 0.500285
Iteration #75: Score: 0.500285
Iteration #76: Score: 0.500285
Iteration #77: Score: 0.500285
...
Iteration #1951: Score: 0.081008
Iteration #1952: Score: 0.081008
Iteration #1953: Score: 0.081008
Iteration #1954: Score: 0.081008
Iteration #1955: Score: 0.081008
Iteration #1956: Score: 0.081008
Iteration #1957: Score: 0.081008
Iteration #1958: Score: 0.081008
Iteration #1959: Score: 0.080988
Iteration #1960: Score: 0.080988
Iteration #1961: Score: 0.080988
Iteration #1962: Score: 0.080988
Iteration #1963: Score: 0.080988
Iteration #1964: Score: 0.080988
Iteration #1965: Score: 0.080988
Iteration #1966: Score: 0.080988
Iteration #1967: Score: 0.080988
Iteration #1968: Score: 0.080988
Iteration #1969: Score: 0.080988
Iteration #1970: Score: 0.080988
Iteration #1971: Score: 0.080988
Iteration #1972: Score: 0.080789
Iteration #1973: Score: 0.080725
Iteration #1974: Score: 0.080710
Iteration #1975: Score: 0.080710
Iteration #1976: Score: 0.080464
Iteration #1977: Score: 0.080153
Iteration #1978: Score: 0.080153
Iteration #1979: Score: 0.080153
Iteration #1980: Score: 0.080120
Iteration #1981: Score: 0.080021
Iteration #1982: Score: 0.080021
Iteration #1983: Score: 0.080021
Iteration #1984: Score: 0.080021
Iteration #1985: Score: 0.080021
Iteration #1986: Score: 0.080006
Iteration #1987: Score: 0.079343
Iteration #1988: Score: 0.079343
Iteration #1989: Score: 0.079343
Iteration #1990: Score: 0.078997
Iteration #1991: Score: 0.078155
Iteration #1992: Score: 0.078155
Iteration #1993: Score: 0.078155
Iteration #1994: Score: 0.078155
Iteration #1995: Score: 0.077979
Iteration #1996: Score: 0.077960
Iteration #1997: Score: 0.077717
Iteration #1998: Score: 0.077717
Iteration #1999: Score: 0.077640
Iteration #2000: Score: 0.077640
Iteration #2001: Score: 0.077640
[0.22,0.62,0.07,0.04] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.17,0.42,0.07,0.04] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.11,0.50,0.05,0.04] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.08,0.46,0.08,0.04] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.19,0.67,0.07,0.04] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.31,0.79,0.12,0.13] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.08,0.58,0.07,0.08] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.19,0.58,0.08,0.04] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.03,0.37,0.07,0.04] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.17,0.46,0.08,0.00] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.31,0.71,0.08,0.04] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.14,0.58,0.10,0.04] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.14,0.42,0.07,0.00] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.00,0.42,0.02,0.00] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.42,0.83,0.03,0.04] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.39,1.00,0.08,0.13] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.31,0.79,0.05,0.13] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.22,0.62,0.07,0.08] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.39,0.75,0.12,0.08] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.22,0.75,0.08,0.08] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.31,0.58,0.12,0.04] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.22,0.71,0.08,0.13] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.08,0.67,0.00,0.04] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.22,0.54,0.12,0.17] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.14,0.58,0.15,0.04] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.19,0.42,0.10,0.04] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.19,0.58,0.10,0.13] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.25,0.62,0.08,0.04] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.25,0.58,0.07,0.04] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.11,0.50,0.10,0.04] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.14,0.46,0.10,0.04] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.31,0.58,0.08,0.13] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.25,0.87,0.08,0.00] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.33,0.92,0.07,0.04] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.17,0.46,0.08,0.00] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.19,0.50,0.03,0.04] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.33,0.62,0.05,0.04] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.17,0.46,0.08,0.00] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.03,0.42,0.05,0.04] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.22,0.58,0.08,0.04] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.19,0.62,0.05,0.08] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.06,0.12,0.05,0.08] -> Actual: [Iris-versicolor], Ideal: [Iris-setosa]
[0.03,0.50,0.05,0.04] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.19,0.62,0.10,0.21] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.22,0.75,0.15,0.13] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.14,0.42,0.07,0.08] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.22,0.75,0.10,0.04] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.08,0.50,0.07,0.04] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.28,0.71,0.08,0.04] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.19,0.54,0.07,0.04] -> Actual: [Iris-setosa], Ideal: [Iris-setosa]
[0.75,0.50,0.63,0.54] -> Actual: [Iris-virginica], Ideal: [Iris-versicolor]
[0.58,0.50,0.59,0.58] -> Actual: [Iris-virginica], Ideal: [Iris-versicolor]
[0.72,0.46,0.66,0.58] -> Actual: [Iris-virginica], Ideal: [Iris-versicolor]
[0.33,0.12,0.51,0.50] -> Actual: [Iris-versicolor], Ideal: [Iris-versicolor]
[0.61,0.33,0.61,0.58] -> Actual: [Iris-versicolor], Ideal: [Iris-versicolor]
[0.39,0.33,0.59,0.50] -> Actual: [Iris-versicolor], Ideal: [Iris-versicolor]
[0.56,0.54,0.63,0.62] -> Actual: [Iris-virginica], Ideal: [Iris-versicolor]
[0.17,0.17,0.39,0.38] -> Actual: [Iris-versicolor], Ideal: [Iris-versicolor]
[0.64,0.37,0.61,0.50] -> Actual: [Iris-versicolor], Ideal: [Iris-versicolor]
[0.25,0.29,0.49,0.54] -> Actual: [Iris-versicolor], Ideal: [Iris-versicolor]
[0.19,0.00,0.42,0.38] -> Actual: [Iris-versicolor], Ideal: [Iris-versicolor]
[0.44,0.42,0.54,0.58] -> Actual: [Iris-versicolor], Ideal: [Iris-versicolor]
[0.47,0.08,0.51,0.38] -> Actual: [Iris-versicolor], Ideal: [Iris-versicolor]
[0.50,0.37,0.63,0.54] -> Actual: [Iris-versicolor], Ideal: [Iris-versicolor]
[0.36,0.37,0.44,0.50] -> Actual: [Iris-versicolor], Ideal: [Iris-versicolor]
[0.67,0.46,0.58,0.54] -> Actual: [Iris-virginica], Ideal: [Iris-versicolor]
[0.36,0.42,0.59,0.58] -> Actual: [Iris-versicolor], Ideal: [Iris-versicolor]
[0.42,0.29,0.53,0.38] -> Actual: [Iris-versicolor], Ideal: [Iris-versicolor]
[0.53,0.08,0.59,0.58] -> Actual: [Iris-versicolor], Ideal: [Iris-versicolor]
[0.36,0.21,0.49,0.42] -> Actual: [Iris-versicolor], Ideal: [Iris-versicolor]
[0.44,0.50,0.64,0.71] -> Actual: [Iris-virginica], Ideal: [Iris-versicolor]
[0.50,0.33,0.51,0.50] -> Actual: [Iris-versicolor], Ideal: [Iris-versicolor]
[0.56,0.21,0.66,0.58] -> Actual: [Iris-versicolor], Ideal: [Iris-versicolor]
[0.50,0.33,0.63,0.46] -> Actual: [Iris-versicolor], Ideal: [Iris-versicolor]
[0.58,0.37,0.56,0.50] -> Actual: [Iris-versicolor], Ideal: [Iris-versicolor]
[0.64,0.42,0.58,0.54] -> Actual: [Iris-virginica], Ideal: [Iris-versicolor]
[0.69,0.33,0.64,0.54] -> Actual: [Iris-virginica], Ideal: [Iris-versicolor]
[0.67,0.42,0.68,0.67] -> Actual: [Iris-virginica], Ideal: [Iris-versicolor]
[0.47,0.37,0.59,0.58] -> Actual: [Iris-versicolor], Ideal: [Iris-versicolor]
[0.39,0.25,0.42,0.38] -> Actual: [Iris-versicolor], Ideal: [Iris-versicolor]
[0.33,0.17,0.47,0.42] -> Actual: [Iris-versicolor], Ideal: [Iris-versicolor]
[0.33,0.17,0.46,0.38] -> Actual: [Iris-versicolor], Ideal: [Iris-versicolor]
[0.42,0.29,0.49,0.46] -> Actual: [Iris-versicolor], Ideal: [Iris-versicolor]
[0.47,0.29,0.69,0.62] -> Actual: [Iris-versicolor], Ideal: [Iris-versicolor]
[0.31,0.42,0.59,0.58] -> Actual: [Iris-versicolor], Ideal: [Iris-versicolor]
[0.47,0.58,0.59,0.62] -> Actual: [Iris-virginica], Ideal: [Iris-versicolor]
[0.67,0.46,0.63,0.58] -> Actual: [Iris-virginica], Ideal: [Iris-versicolor]
[0.56,0.12,0.58,0.50] -> Actual: [Iris-versicolor], Ideal: [Iris-versicolor]
[0.36,0.42,0.53,0.50] -> Actual: [Iris-versicolor], Ideal: [Iris-versicolor]
[0.33,0.21,0.51,0.50] -> Actual: [Iris-versicolor], Ideal: [Iris-versicolor]
[0.33,0.25,0.58,0.46] -> Actual: [Iris-versicolor], Ideal: [Iris-versicolor]
[0.50,0.42,0.61,0.54] -> Actual: [Iris-versicolor], Ideal: [Iris-versicolor]
[0.42,0.25,0.51,0.46] -> Actual: [Iris-versicolor], Ideal: [Iris-versicolor]
[0.19,0.12,0.39,0.38] -> Actual: [Iris-versicolor], Ideal: [Iris-versicolor]
[0.36,0.29,0.54,0.50] -> Actual: [Iris-versicolor], Ideal: [Iris-versicolor]
[0.39,0.42,0.54,0.46] -> Actual: [Iris-versicolor], Ideal: [Iris-versicolor]
[0.39,0.37,0.54,0.50] -> Actual: [Iris-versicolor], Ideal: [Iris-versicolor]
[0.53,0.37,0.56,0.50] -> Actual: [Iris-versicolor], Ideal: [Iris-versicolor]
[0.22,0.21,0.34,0.42] -> Actual: [Iris-versicolor], Ideal: [Iris-versicolor]
[0.39,0.33,0.53,0.50] -> Actual: [Iris-versicolor], Ideal: [Iris-versicolor]
[0.56,0.54,0.85,1.00] -> Actual: [Iris-virginica], Ideal: [Iris-virginica]
[0.42,0.29,0.69,0.75] -> Actual: [Iris-virginica], Ideal: [Iris-virginica]
[0.78,0.42,0.83,0.83] -> Actual: [Iris-virginica], Ideal: [Iris-virginica]
[0.56,0.37,0.78,0.71] -> Actual: [Iris-virginica], Ideal: [Iris-virginica]
[0.61,0.42,0.81,0.88] -> Actual: [Iris-virginica], Ideal: [Iris-virginica]
[0.92,0.42,0.95,0.83] -> Actual: [Iris-virginica], Ideal: [Iris-virginica]
[0.17,0.21,0.59,0.67] -> Actual: [Iris-versicolor], Ideal: [Iris-virginica]
[0.83,0.37,0.90,0.71] -> Actual: [Iris-virginica], Ideal: [Iris-virginica]
[0.67,0.21,0.81,0.71] -> Actual: [Iris-virginica], Ideal: [Iris-virginica]
[0.81,0.67,0.86,1.00] -> Actual: [Iris-virginica], Ideal: [Iris-virginica]
[0.61,0.50,0.69,0.79] -> Actual: [Iris-virginica], Ideal: [Iris-virginica]
[0.58,0.29,0.73,0.75] -> Actual: [Iris-virginica], Ideal: [Iris-virginica]
[0.69,0.42,0.76,0.83] -> Actual: [Iris-virginica], Ideal: [Iris-virginica]
[0.39,0.21,0.68,0.79] -> Actual: [Iris-versicolor], Ideal: [Iris-virginica]
[0.42,0.33,0.69,0.96] -> Actual: [Iris-virginica], Ideal: [Iris-virginica]
[0.58,0.50,0.73,0.92] -> Actual: [Iris-virginica], Ideal: [Iris-virginica]
[0.61,0.42,0.76,0.71] -> Actual: [Iris-virginica], Ideal: [Iris-virginica]
[0.94,0.75,0.97,0.88] -> Actual: [Iris-virginica], Ideal: [Iris-virginica]
[0.94,0.25,1.00,0.92] -> Actual: [Iris-virginica], Ideal: [Iris-virginica]
[0.47,0.08,0.68,0.58] -> Actual: [Iris-versicolor], Ideal: [Iris-virginica]
[0.72,0.50,0.80,0.92] -> Actual: [Iris-virginica], Ideal: [Iris-virginica]
[0.36,0.33,0.66,0.79] -> Actual: [Iris-virginica], Ideal: [Iris-virginica]
[0.94,0.33,0.97,0.79] -> Actual: [Iris-virginica], Ideal: [Iris-virginica]
[0.56,0.29,0.66,0.71] -> Actual: [Iris-virginica], Ideal: [Iris-virginica]
[0.67,0.54,0.80,0.83] -> Actual: [Iris-virginica], Ideal: [Iris-virginica]
[0.81,0.50,0.85,0.71] -> Actual: [Iris-virginica], Ideal: [Iris-virginica]
[0.53,0.33,0.64,0.71] -> Actual: [Iris-virginica], Ideal: [Iris-virginica]
[0.50,0.42,0.66,0.71] -> Actual: [Iris-virginica], Ideal: [Iris-virginica]
[0.58,0.33,0.78,0.83] -> Actual: [Iris-virginica], Ideal: [Iris-virginica]
[0.81,0.42,0.81,0.62] -> Actual: [Iris-virginica], Ideal: [Iris-virginica]
[0.86,0.33,0.86,0.75] -> Actual: [Iris-virginica], Ideal: [Iris-virginica]
[1.00,0.75,0.92,0.79] -> Actual: [Iris-virginica], Ideal: [Iris-virginica]
[0.58,0.33,0.78,0.88] -> Actual: [Iris-virginica], Ideal: [Iris-virginica]
[0.56,0.33,0.69,0.58] -> Actual: [Iris-versicolor], Ideal: [Iris-virginica]
[0.50,0.25,0.78,0.54] -> Actual: [Iris-versicolor], Ideal: [Iris-virginica]
[0.94,0.42,0.86,0.92] -> Actual: [Iris-virginica], Ideal: [Iris-virginica]
[0.56,0.58,0.78,0.96] -> Actual: [Iris-virginica], Ideal: [Iris-virginica]
[0.58,0.46,0.76,0.71] -> Actual: [Iris-virginica], Ideal: [Iris-virginica]
[0.47,0.42,0.64,0.71] -> Actual: [Iris-virginica], Ideal: [Iris-virginica]
[0.72,0.46,0.75,0.83] -> Actual: [Iris-virginica], Ideal: [Iris-virginica]
[0.67,0.46,0.78,0.96] -> Actual: [Iris-virginica], Ideal: [Iris-virginica]
[0.72,0.46,0.69,0.92] -> Actual: [Iris-virginica], Ideal: [Iris-virginica]
[0.42,0.29,0.69,0.75] -> Actual: [Iris-virginica], Ideal: [Iris-virginica]
[0.69,0.50,0.83,0.92] -> Actual: [Iris-virginica], Ideal: [Iris-virginica]
[0.67,0.54,0.80,1.00] -> Actual: [Iris-virginica], Ideal: [Iris-virginica]
[0.67,0.42,0.71,0.92] -> Actual: [Iris-virginica], Ideal: [Iris-virginica]
[0.56,0.21,0.68,0.75] -> Actual: [Iris-virginica], Ideal: [Iris-virginica]
[0.61,0.42,0.71,0.79] -> Actual: [Iris-virginica], Ideal: [Iris-virginica]
[0.53,0.58,0.75,0.92] -> Actual: [Iris-virginica], Ideal: [Iris-virginica]
[0.44,0.42,0.69,0.71] -> Actual: [Iris-virginica], Ideal: [Iris-virginica]
*/
void ExampleAnnealIris(int argIndex, int argc, char **argv) {
IRIS_PARAMS *params;
NORM_DATA *norm;
TRAIN *train;
double *x0, *input, *ideal,y[3];
unsigned int size,i;
NORM_DATA_ITEM *irisSpecies;
char *idealSpecies,*actualSpecies;
const int kMax = 2000;
params = (IRIS_PARAMS*)calloc(1,sizeof(IRIS_PARAMS));
norm = NormCreate();
params->training = create_iris_training(norm);
params->errorCalc = ErrorCreate(TYPE_ERROR_MSE);
params->network = RBFNetworkCreate(RBFGaussian,4,5,3);
RBFNetworkReset(params->network);
size = params->network->ltm_size*sizeof(double);
x0 = (double*)calloc(size,1);
memcpy(x0,params->network->long_term_memory,size);
/* Extract the species definition */
irisSpecies = NormGetColumnItem(norm, 4);
train = TrainCreateAnneal(score_function,x0,size,400,0.0001,100,kMax,params);
TrainRun(train,kMax,0.01,1);
TrainComplete(train,params->network->long_term_memory);
/* Perform the evaluation */
for(i=0;i<params->training->recordCount;i++) {
input = DataGetInput(params->training,i);
ideal = DataGetIdeal(params->training,i);
RBFNetworkComputeRegression(params->network, input, y);
idealSpecies = DeNormOneOfN(irisSpecies->firstClass,irisSpecies->targetLow,irisSpecies->targetLow,ideal);
actualSpecies = DeNormOneOfN(irisSpecies->firstClass,irisSpecies->targetLow,irisSpecies->targetLow,y);
printf("[%.2f,%.2f,%.2f,%.2f] -> Actual: [%s], Ideal: [%s]\n",
input[0],input[1],input[2],input[3],actualSpecies,idealSpecies);
}
DataDelete(params->training);
ErrorDelete(params->errorCalc);
RBFNetworkDelete(params->network);
NormDelete(norm);
free(params);
}
/***************************************************
* Function : GDD_SCREEN_PictureScreenCreate
* Parameters : none
* Return : none
* Description : Creates GOL widgets used in screen - PictureScreen
***************************************************/
void GDD_SCREEN_PictureScreenCreate(void)
{
GFX_GOL_ObjectListFree(GFX_INDEX_0);
GFX_ColorSet(GFX_INDEX_0, GFX_RGBConvert(248, 252, 248));
GFX_ScreenClear(GFX_INDEX_0);
if(defscheme != NULL) free(defscheme);
defscheme = GFX_GOL_SchemeCreate();
defscheme->Color0 = GFX_RGBConvert(32, 168, 224);
defscheme->Color1 = GFX_RGBConvert(16, 132, 168);
defscheme->TextColor0 = GFX_RGBConvert(24, 24, 24);
defscheme->TextColor1 = GFX_RGBConvert(248, 252, 248);
defscheme->EmbossDkColor = GFX_RGBConvert(248, 204, 0);
defscheme->EmbossLtColor = GFX_RGBConvert(24, 116, 184);
defscheme->TextColorDisabled = GFX_RGBConvert(128, 128, 128);
defscheme->ColorDisabled = GFX_RGBConvert(208, 224, 240);
defscheme->CommonBkColor = GFX_RGBConvert(208, 236, 240);
defscheme->pFont = (GFX_RESOURCE_HDR*)&Gentium_16;
GFX_GOL_WINDOW *pPICTUREWIND;
pPICTUREWIND = GFX_GOL_WindowCreate( GFX_INDEX_0, //gfxIndex
PICTUREWIND, //name
0, //left
0, //top
319, //right
239, //bottom
GFX_GOL_WINDOW_DRAW_STATE, //state
(GFX_RESOURCE_HDR*)&bekeband_kicsi, //bitmap
(GFX_XCHAR*)PictureScreen_PICTUREWINDtext, //text
GFX_ALIGN_CENTER, //align
defscheme //scheme
);
if(pPICTUREWIND==NULL)
{
ErrorCreate(0);
while(1); //Fatal Error, Check for memory leak or heap size
}
}
void Usart0_init ( long BaudRate )
{
US0_QUEUE = xQueueCreate( 10, sizeof( unsigned int ) );
US0_Error = ErrorCreate("US0_Error");
while( US0_QUEUE == 0 ) ; // Queue was not created and must not be used.
portENTER_CRITICAL();
{
AT91F_US0_CfgPIO() ; //* Define RXD and TXD as peripheral
AT91F_PMC_EnablePeriphClock ( AT91C_BASE_PMC, 1<<AT91C_ID_US0 ) ; // First, enable the clock of the PIOB
AT91F_US_Configure (COM0, MCK,AT91C_US_ASYNC_MODE, BaudRate , 0); // Usart Configure
AT91F_AIC_ConfigureIt ( AT91C_BASE_AIC,
AT91C_ID_US0,
USART_INTERRUPT_LEVEL,
AT91C_AIC_SRCTYPE_INT_LEVEL_SENSITIVE,
( void (*)( void ) )AT91_US0_ISR_ENTRY);
AT91F_AIC_EnableIt (AT91C_BASE_AIC, AT91C_ID_US0);
}
portEXIT_CRITICAL();
}
//===============================================================================================
void AT91F_USART_OPEN(AT91_USART_ID idPort, long BaudRate, int mode)
{
portENTER_CRITICAL();
{
switch (idPort)
{
case AT91_USART_COM0_ID:
COM0.id = idPort;
COM0.hPort = AT91C_BASE_US0;
COM0.hError = ErrorCreate("US0_Error");
COM0.hPDC = AT91C_BASE_PDC_US0;
AT91F_PDC_Open(COM0.hPDC);
// AT91F_US0_CfgPIO(); //* Define RXD and TXD as peripheral
AT91F_PIO_CfgPeriph(AT91C_BASE_PIOA, // PIO controller base address
(((unsigned int) AT91C_PA5_RXD0)
| ((unsigned int) AT91C_PA6_TXD0)), // Peripheral A
0);
AT91F_PMC_EnablePeriphClock(AT91C_BASE_PMC, 1 << AT91C_ID_US0); // First, enable the clock of the PIOB
AT91F_US_Configure(COM0.hPort, MCK, mode, BaudRate, 0); // Usart Configure
AT91F_AIC_ConfigureIt(AT91C_BASE_AIC, AT91C_ID_US0,
USART_INTERRUPT_LEVEL, AT91C_AIC_SRCTYPE_INT_HIGH_LEVEL,
(void(*)(void)) AT91_US0_ISR_ENTRY);
AT91F_AIC_EnableIt(AT91C_BASE_AIC, AT91C_ID_US0);
COM0.hRxQueue = xQueueCreate(1, sizeof(int));
while (COM0.hRxQueue == 0)
; // Queue was not created and must not be used.
COM0.hTxQueue = xQueueCreate(1, sizeof(int));
while (COM0.hTxQueue == 0)
; // Queue was not created and must not be used.
break;
case AT91_USART_COM1_ID:
COM1.id = idPort;
COM1.hPort = AT91C_BASE_US1;
COM1.hPDC = AT91C_BASE_PDC_US1;
COM1.hError = ErrorCreate("US1_Error");
AT91F_PDC_DisableTx(COM1.hPDC);
AT91F_PDC_DisableRx(COM1.hPDC);
AT91F_PIO_CfgPeriph(AT91C_BASE_PIOA, // PIO controller base address
(((unsigned int) AT91C_PA21_RXD1)
| ((unsigned int) AT91C_PA22_TXD1)), // Peripheral A
0);
AT91F_PMC_EnablePeriphClock(AT91C_BASE_PMC, 1 << AT91C_ID_US1); // First, enable the clock of the PIOB
AT91F_US_Configure(COM1.hPort, MCK, mode, BaudRate, 0); // Usart Configure
AT91F_AIC_ConfigureIt(AT91C_BASE_AIC, AT91C_ID_US1,
USART_INTERRUPT_LEVEL, AT91C_AIC_SRCTYPE_INT_HIGH_LEVEL,
(void(*)(void)) AT91_US1_ISR_ENTRY);
AT91F_AIC_EnableIt(AT91C_BASE_AIC, AT91C_ID_US1);
COM1.hRxQueue = xQueueCreate(1, sizeof(int));
while (COM1.hRxQueue == 0)
; // Queue was not created and must not be used.
COM1.hTxQueue = xQueueCreate(1, sizeof(int));
while (COM1.hTxQueue == 0)
; // Queue was not created and must not be used.
break;
default:
while (1)
;// error port notfound;
}
}
portEXIT_CRITICAL();
}
/***************************************************
* Function : GDD_SCREEN_WelcomeScreenCreate
* Parameters : none
* Return : none
* Description : Creates GOL widgets used in screen - WelcomeScreen
***************************************************/
void GDD_SCREEN_WelcomeScreenCreate(void)
{
GFX_GOL_ObjectListFree(GFX_INDEX_0);
GFX_ColorSet(GFX_INDEX_0, GFX_RGBConvert(248, 252, 248));
GFX_ScreenClear(GFX_INDEX_0);
if(enter_new_s524cheme != NULL) free(enter_new_s524cheme);
enter_new_s524cheme = GFX_GOL_SchemeCreate();
enter_new_s524cheme->Color0 = GFX_RGBConvert(32, 168, 224);
enter_new_s524cheme->Color1 = GFX_RGBConvert(16, 132, 168);
enter_new_s524cheme->TextColor0 = GFX_RGBConvert(24, 24, 24);
enter_new_s524cheme->TextColor1 = GFX_RGBConvert(248, 252, 248);
enter_new_s524cheme->EmbossDkColor = GFX_RGBConvert(248, 204, 0);
enter_new_s524cheme->EmbossLtColor = GFX_RGBConvert(24, 116, 184);
enter_new_s524cheme->TextColorDisabled = GFX_RGBConvert(128, 128, 128);
enter_new_s524cheme->ColorDisabled = GFX_RGBConvert(208, 224, 240);
enter_new_s524cheme->CommonBkColor = GFX_RGBConvert(208, 236, 240);
enter_new_s524cheme->pFont = (GFX_RESOURCE_HDR*)&DroidSans_Bold_12;
if(defscheme != NULL) free(defscheme);
defscheme = GFX_GOL_SchemeCreate();
defscheme->Color0 = GFX_RGBConvert(32, 168, 224);
defscheme->Color1 = GFX_RGBConvert(16, 132, 168);
defscheme->TextColor0 = GFX_RGBConvert(24, 24, 24);
defscheme->TextColor1 = GFX_RGBConvert(248, 252, 248);
defscheme->EmbossDkColor = GFX_RGBConvert(248, 204, 0);
defscheme->EmbossLtColor = GFX_RGBConvert(24, 116, 184);
defscheme->TextColorDisabled = GFX_RGBConvert(128, 128, 128);
defscheme->ColorDisabled = GFX_RGBConvert(208, 224, 240);
defscheme->CommonBkColor = GFX_RGBConvert(208, 236, 240);
defscheme->pFont = (GFX_RESOURCE_HDR*)&Gentium_16;
GFX_GOL_WINDOW *pMAIN_WINDOW;
pMAIN_WINDOW = GFX_GOL_WindowCreate( GFX_INDEX_0, //gfxIndex
MAIN_WINDOW, //name
0, //left
0, //top
319, //right
239, //bottom
GFX_GOL_WINDOW_DRAW_STATE, //state
NULL, //bitmap
(GFX_XCHAR*)WelcomeScreen_MAIN_WINDOWtext, //text
GFX_ALIGN_CENTER, //align
enter_new_s524cheme //scheme
);
if(pMAIN_WINDOW==NULL)
{
ErrorCreate(0);
while(1); //Fatal Error, Check for memory leak or heap size
}
GFX_GOL_METER *pMTR_2;
pMTR_2 = GFX_GOL_MeterCreate( GFX_INDEX_0, //gfxIndex
MTR_2, //name
13, //left
45, //top
133, //right
165, //bottom
GFX_GOL_METER_DRAW_STATE, //state
GFX_GOL_METER_WHOLE_TYPE, //metertype
1, //pos
1, //minval
50, //maxval
(GFX_RESOURCE_HDR*)&Gentium_16, //titlefont
(GFX_RESOURCE_HDR*)&Gentium_16, //valuefont
(GFX_XCHAR*)WelcomeScreen_MTR_2text, //text
defscheme //scheme
);
if(pMTR_2==NULL)
{
ErrorCreate(0);
while(1); //Fatal Error, Check for memory leak or heap size
}
}
