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felsenstein_simd_test.c
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felsenstein_simd_test.c
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#include <stdint.h>
#include <stdlib.h>
#include <math.h>
#include <stdio.h>
#include <string.h>
#include "felsenstein_simd.h"
int main() {
int i = 0;
int j = 1;
int N = 64;
int L = 5;
uint8_t* msa = (uint8_t*) malloc(sizeof(u_int8_t)*N*L);
for(int i = 0; i < L; i++) {
for(int j = 0; j < N; j++) {
if (j < N / 2) {
msa[j*L + i] = 1;
} else {
msa[j*L + i] = 2;
}
}
}
c_float_t t1 = 0.2;
c_float_t phi1 = exp(-t1);
c_float_t t2 = 0.2;
c_float_t phi2 = exp(-t2);
Node* nodes = (Node*) malloc(sizeof(Node)*(2*N - 1));
for(int n = 0; n < N - 1; n++) {
nodes[n].seq_id = -n - 1;
nodes[n].left = nodes + 2*n + 1;
nodes[n].right = nodes + 2*n + 2;
nodes[n].phi_left = phi1;
nodes[n].phi_right = phi2;
}
for(int n = N - 1; n < 2*N - 1; n++) {
nodes[n].left = NULL;
nodes[n].right = NULL;
nodes[n].seq_id = n - N + 1;
}
int A_i = 5;
int A_j = 4;
int A_i_p_A_j = A_i + A_j;
int AA_ij = A_i * A_j;
c_float_t* x = (c_float_t*) calloc(A_i_p_A_j + AA_ij, sizeof(c_float_t));
for(int idx = 0; idx < A_i_p_A_j; idx++) {
x[idx] = log0;
}
x[0] = 1;
x[1] = 0;
x[2] = 0;
x[A_i + 0] = 0;
x[A_i + 1] = 0;
x[A_i + 2] = 0;
for(int a = 0; a < 3; a++) {
for(int b = 0; b < 3; b++) {
x[A_i_p_A_j + a * A_j + b] = a < b ? 1 : 2;
}
}
c_float_t* grad = (c_float_t*) malloc(sizeof(c_float_t)*(A_i_p_A_j + AA_ij));
Constants* consts = malloc(sizeof(Constants));
consts->phylo_tree = nodes;
consts->msa = msa;
consts->L = L;
consts->i = i;
consts->j = j;
consts->A_i = A_i;
consts->A_j = A_j;
consts->A_i_p_A_j = A_i_p_A_j;
consts->AA_ij = AA_ij;
initialize_constants(consts);
Buffer* buffer = malloc(sizeof(Buffer));
initialize_buffer(buffer, consts);
c_float_t fx = calculate_fx_grad(x, grad, consts, buffer);
printf("fx= %e\n", fx);
c_float_t epsilon = 1e-4;
int pos = 0;
for(int lc = 0; lc < A_i_p_A_j; lc++) {
calculate_fx_grad(x, grad, consts, buffer);
c_float_t target_grad = grad[pos];
x[pos] += epsilon;
c_float_t fx_fwd = calculate_fx_grad(x, grad, consts, buffer);
x[pos] -= 2*epsilon;
c_float_t fx_rev = calculate_fx_grad(x, grad, consts, buffer);
x[pos] += epsilon;
printf("v|ic=%d %e / %e\n", lc, target_grad, (fx_fwd - fx_rev) / (2*epsilon));
pos++;
}
for(int c = 0; c < A_i; c++) {
for(int d = 0; d < A_j; d++) {
calculate_fx_grad(x, grad, consts, buffer);
c_float_t target_grad = grad[pos];
x[pos] += epsilon;
c_float_t fx_fwd = calculate_fx_grad(x, grad, consts, buffer);
x[pos] -= 2*epsilon;
c_float_t fx_rev = calculate_fx_grad(x, grad, consts, buffer);
x[pos] += epsilon;
printf("w|c=%d|d=%d %e / %e\n", c, d, target_grad, (fx_fwd - fx_rev) / (2*epsilon));
pos++;
}
}
// cleanup
free(x);
free(grad);
deinitialize_buffer(buffer);
free(buffer);
deinitialize_constants(consts);
free(consts->msa);
free(consts->phylo_tree);
free(consts);
}