// File: /workspace/github_cpp_makefile_star2_O1/myudelson[P]hmm-scalable/HMMProblemPiGK.cpp
// Function: HMMProblemPiGK::init(param*)
void HMMProblemPiGK::init(struct param *param) {
	this->p = param;
    NPAR nS = this->p->nS, nO = this->p->nO; NCAT nK = this->p->nK, nG = this->p->nG;
	this->non01constraints = true;
    this->null_obs_ratio = Calloc(NUMBER, (size_t)this->p->nO);
    this->neg_log_lik = 0;
    this->null_skill_obs = 0;
    this->null_skill_obs_prob = 0;
    
    NUMBER *a_PI, ** a_A, ** a_B;
    init3Params(a_PI, a_A, a_B, nS, nO);
    // student
//    NUMBER *a_PIg;
//    a_PIg = init1D<NUMBER>((NDAT)nS);

    //
    // setup params
    //
	NPAR i, j, idx, offset;
	NUMBER sumPI = 0;
	NUMBER sumA[nS];
	NUMBER sumB[nS];
	for(i=0; i<nS; i++) {
		sumA[i] = 0;
		sumB[i] = 0;
	}
    
    // write default parameters first
    
	// populate PI
	for(i=0; i<((nS)-1); i++) {
		a_PI[i] = this->p->init_params[i];
		sumPI  += this->p->init_params[i];
	}
	a_PI[nS-1] = 1 - sumPI;
	// populate A
	offset = (NPAR)(nS-1);
	for(i=0; i<nS; i++) {
		for(j=0; j<((nS)-1); j++) {
			idx = (NPAR)(offset + i*((nS)-1) + j);
			a_A[i][j] = this->p->init_params[idx];
			sumA[i]  += this->p->init_params[idx];
		}
		a_A[i][((this->p->nS)-1)]  = 1 - sumA[i];
	}
	// polupale B
	offset = (NPAR)((nS-1) + nS*(nS-1));
	for(i=0; i<nS; i++) {
		for(j=0; j<((nO)-1); j++) {
			idx = (NPAR)(offset + i*((nO)-1) + j);
			a_B[i][j] = this->p->init_params[idx];
			sumB[i] += this->p->init_params[idx];
		}
		a_B[i][((nO)-1)]  = 1 - sumB[i];
	}
    
    // mass produce PI's/PIg's, A's, B's
    if( this->p->do_not_check_constraints==0 && !checkPIABConstraints(a_PI, a_A, a_B)) {
        fprintf(stderr,"params do not meet constraints.\n");
        exit(1);
    }
    this->pi  = init2D<NUMBER>(nK, nS);
    this->A   = init3D<NUMBER>(nK, nS, nS);
    this->B   = init3D<NUMBER>(nK, nS, nO);
    this->PIg = init2D<NUMBER>(nG, nS);
    NCAT x;
    for(x=0; x<nK; x++) {
        cpy1D<NUMBER>(a_PI, this->pi[x], nS);
        cpy2D<NUMBER>(a_A,  this->A[x],  nS, nS);
        cpy2D<NUMBER>(a_B,  this->B[x],  nS, nO);
    }
//    // PIg start with same params
//    for(x=0; x<nG; x++)
//        cpy1D<NUMBER>(a_PI, this->PIg[x], nS);
    // PIg start with "no-effect" params,PI[i] = 1/nS
    for(x=0; x<nG; x++) {
        for(i=0; i<nS; i++) {
            this->PIg[x][i] = (NUMBER)1/nS;
        }
    }

    
    
    // destroy setup params
	free(a_PI);
	free2D<NUMBER>(a_A, nS);
	free2D<NUMBER>(a_B, nS);
	
    // if needs be -- read in init params from a file
    if(param->initfile[0]!=0)
        this->readModel(param->initfile, false /* read and upload but not overwrite*/);
    
    // populate boundaries
	// populate lb*/ub*
	// *PI
    init3Params(this->lbPI, this->lbA, this->lbB, nS, nO);
    init3Params(this->ubPI, this->ubA, this->ubB, nS, nO);
	for(i=0; i<nS; i++) {
		lbPI[i] = this->p->param_lo[i];
		ubPI[i] = this->p->param_hi[i];
	}
	// *A
	offset = nS;
	for(i=0; i<nS; i++)
		for(j=0; j<nS; j++) {
			idx = (NPAR)(offset + i*nS + j);
			lbA[i][j] = this->p->param_lo[idx];
			ubA[i][j] = this->p->param_hi[idx];
		}
	// *B
	offset = (NPAR)(nS + nS*nS);
	for(i=0; i<nS; i++)
		for(j=0; j<nO; j++) {
			idx = (NPAR)(offset + i*nS + j);
			lbB[i][j] = this->p->param_lo[idx];
			ubB[i][j] = this->p->param_hi[idx];
		}
}

// Assembly:
pushq %rbp
movq %rsp, %rbp
pushq %r15
pushq %r14
pushq %r13
pushq %r12
pushq %rbx
subq $0x88, %rsp
movq %rdi, %r14
movq %rsi, 0x88(%rdi)
movsbl 0x8b8(%rsi), %r15d
movsbl 0x8b9(%rsi), %eax
movl %eax, -0x34(%rbp)
movslq %eax, %rbx
movl 0x8bc(%rsi), %eax
movq %rax, -0x80(%rbp)
movq %rsi, -0x90(%rbp)
movl 0x8c0(%rsi), %eax
movq %rax, -0x88(%rbp)
movb $0x1, 0x80(%rdi)
movl $0x8, %esi
movq %rbx, %rdi
callq 0x4130
movq %rax, 0x18(%r14)
xorpd %xmm0, %xmm0
movupd %xmm0, 0x20(%r14)
movq $0x0, 0x30(%r14)
leaq -0x68(%rbp), %rsi
leaq -0x60(%rbp), %rdx
leaq -0x58(%rbp), %rcx
movq %r14, -0x30(%rbp)
movq %r14, %rdi
movl %r15d, %r8d
movq %rbx, -0x70(%rbp)
movl %ebx, %r9d
callq 0x1112e
movq %rsp, -0x98(%rbp)
movzbl %r15b, %r14d
leal 0xf(,%r14,8), %eax
andl $-0x10, %eax
movq %rsp, %r12
subq %rax, %r12
movq %r12, %rsp
movq %rsp, %r13
subq %rax, %r13
movq %r13, %rsp
movslq %r15d, %rax
movq %rax, -0x50(%rbp)
movq %r15, -0x48(%rbp)
testl %r15d, %r15d
jle 0x19d21
leal (,%r14,8), %edx
movq %r12, %rdi
xorl %esi, %esi
callq 0x4120
leal (,%r14,8), %edx
movq %r13, %rdi
xorl %esi, %esi
callq 0x4120
movq -0x50(%rbp), %rax
decl %eax
xorpd %xmm0, %xmm0
cmpb $0x2, %r14b
jl 0x19d64
movq -0x30(%rbp), %rcx
movq 0x88(%rcx), %rcx
movq 0x8(%rcx), %rcx
movq -0x68(%rbp), %rdx
xorl %esi, %esi
movsbq %sil, %rsi
movsd (%rcx,%rsi,8), %xmm1
movsd %xmm1, (%rdx,%rsi,8)
addsd (%rcx,%rsi,8), %xmm0
incb %sil
movsbl %sil, %edi
cmpl %edi, %eax
jg 0x19d46
movsd 0x1ab84(%rip), %xmm2    # 0x348f0
movapd %xmm2, %xmm1
subsd %xmm0, %xmm1
movq -0x68(%rbp), %rsi
movq -0x50(%rbp), %rcx
movsd %xmm1, -0x8(%rsi,%rcx,8)
testb %cl, %cl
movq %r14, -0x40(%rbp)
jle 0x19e1a
movq -0x30(%rbp), %rcx
movq 0x88(%rcx), %rcx
movq -0x60(%rbp), %rdx
movsbq 0x8b8(%rcx), %rdi
leal -0x1(%r14), %r8d
xorl %r9d, %r9d
movl %r8d, %r10d
cmpl $0x1, %r14d
je 0x19dfa
movq 0x8(%rcx), %r11
movq (%rdx,%r9,8), %rbx
movsd (%r12,%r9,8), %xmm0
xorl %r15d, %r15d
leal (%r10,%r15), %r14d
movsbq %r14b, %r14
movsd (%r11,%r14,8), %xmm1
movsbq %r15b, %r15
movsd %xmm1, (%rbx,%r15,8)
addsd (%r11,%r14,8), %xmm0
incb %r15b
movsbl %r15b, %r14d
cmpl %r14d, %eax
jg 0x19dc6
movsd %xmm0, (%r12,%r9,8)
movq -0x40(%rbp), %r14
movapd %xmm2, %xmm0
subsd (%r12,%r9,8), %xmm0
movq (%rdx,%r9,8), %r11
movsd %xmm0, -0x8(%r11,%rdi,8)
incq %r9
addb %r8b, %r10b
cmpq %r14, %r9
jne 0x19daf
testb %r14b, %r14b
movq -0x70(%rbp), %r15
movq -0x30(%rbp), %r12
jle 0x19ebb
leal -0x1(%r15), %ecx
movq 0x88(%r12), %rdx
movq -0x58(%rbp), %rdi
movq -0x48(%rbp), %rax
decl %eax
leal 0x1(%r14), %r8d
mulb %r8b
leal -0x1(%r15), %r8d
xorl %r9d, %r9d
cmpb $0x2, %r15b
jl 0x19e9a
movq 0x8(%rdx), %r10
movq (%rdi,%r9,8), %r11
movsd (%r13,%r9,8), %xmm0
xorl %ebx, %ebx
leal (%rax,%rbx), %r14d
movsbq %r14b, %r14
movsd (%r10,%r14,8), %xmm1
movsbq %bl, %rbx
movsd %xmm1, (%r11,%rbx,8)
addsd (%r10,%r14,8), %xmm0
incb %bl
movsbl %bl, %r14d
cmpl %r14d, %ecx
jg 0x19e66
movsd %xmm0, (%r13,%r9,8)
movq -0x40(%rbp), %r14
movapd %xmm2, %xmm0
subsd (%r13,%r9,8), %xmm0
movq (%rdi,%r9,8), %r10
movsd %xmm0, -0x8(%r10,%r15,8)
incq %r9
addb %r8b, %al
cmpq %r14, %r9
jne 0x19e4f
movq 0x88(%r12), %rax
cmpb $0x0, 0x32(%rax)
jne 0x19ee1
movq -0x60(%rbp), %rdx
movq -0x58(%rbp), %rcx
movq %r12, %rdi
callq 0x1117c
testb %al, %al
je 0x1a20f
movq -0x88(%rbp), %r15
movl %r15d, %edi
movq -0x48(%rbp), %rbx
movl %ebx, %esi
callq 0xbb5c
movq %rax, 0x38(%r12)
movl %r15d, %edi
movl %ebx, %esi
movl %ebx, %edx
callq 0xcaae
movq %rax, 0x40(%r12)
movl %r15d, %edi
movl %ebx, %esi
movl -0x34(%rbp), %edx
callq 0xcaae
movq %rax, 0x48(%r12)
movq -0x80(%rbp), %rdi
movl %ebx, %esi
callq 0xbb5c
movq %rax, 0x90(%r12)
testl %r15d, %r15d
jle 0x1a010
movq -0x50(%rbp), %rax
leaq (,%rax,8), %r12
movl -0x48(%rbp), %ebx
movq -0x70(%rbp), %rax
leaq (,%rax,8), %rax
movq %rax, -0xa8(%rbp)
xorl %ecx, %ecx
movq %r12, -0xa0(%rbp)
movq -0x68(%rbp), %rsi
movq -0x30(%rbp), %rax
movq 0x38(%rax), %rax
movq %rcx, -0x78(%rbp)
movq (%rax,%rcx,8), %rdi
movq %r12, %rdx
callq 0x41c0
testb %r14b, %r14b
jle 0x19fb5
movq -0x60(%rbp), %r15
movq -0x30(%rbp), %rax
movq 0x40(%rax), %rax
movq -0x78(%rbp), %rcx
movq (%rax,%rcx,8), %r14
xorl %r13d, %r13d
movq (%r14,%r13,8), %rdi
movq (%r15,%r13,8), %rsi
movq %r12, %rdx
callq 0x41c0
incq %r13
cmpq %r13, %rbx
jne 0x19f9d
cmpb $0x0, -0x40(%rbp)
movq -0xa8(%rbp), %r12
jle 0x19ff1
movq -0x58(%rbp), %r15
movq -0x30(%rbp), %rax
movq 0x48(%rax), %rax
movq -0x78(%rbp), %rcx
movq (%rax,%rcx,8), %r14
xorl %r13d, %r13d
movq (%r14,%r13,8), %rdi
movq (%r15,%r13,8), %rsi
movq %r12, %rdx
callq 0x41c0
incq %r13
cmpq %r13, %rbx
jne 0x19fd9
movq -0x78(%rbp), %rcx
incq %rcx
cmpq -0x88(%rbp), %rcx
movq -0x40(%rbp), %r14
movq -0xa0(%rbp), %r12
jne 0x19f65
movq -0x80(%rbp), %rdi
testl %edi, %edi
movq -0x70(%rbp), %r12
movq -0x50(%rbp), %r13
movsd 0x1a8ca(%rip), %xmm1    # 0x348f0
jle 0x1a064
movsbl %r14b, %eax
xorps %xmm0, %xmm0
cvtsi2sd %eax, %xmm0
divsd %xmm0, %xmm1
movq -0x30(%rbp), %rax
movq 0x90(%rax), %rax
xorl %ecx, %ecx
testb %r14b, %r14b
jle 0x1a05c
movq (%rax,%rcx,8), %rdx
xorl %esi, %esi
movsd %xmm1, (%rdx,%rsi,8)
incq %rsi
cmpq %rsi, %r14
jne 0x1a04f
incq %rcx
cmpq %rdi, %rcx
jne 0x1a044
movq -0x68(%rbp), %rdi
callq 0x42a0
movq -0x60(%rbp), %rdi
movq -0x48(%rbp), %rbx
movl %ebx, %esi
callq 0xa5e0
movq -0x58(%rbp), %rdi
movl %ebx, %esi
callq 0xa5e0
movq -0x90(%rbp), %rsi
cmpb $0x0, 0x6c(%rsi)
movq -0x30(%rbp), %rbx
je 0x1a0a6
addq $0x6c, %rsi
movq %rbx, %rdi
xorl %edx, %edx
callq 0x112f0
leaq 0x50(%rbx), %rsi
leaq 0x58(%rbx), %rdx
leaq 0x60(%rbx), %rcx
movsbl %r14b, %r8d
movq %rbx, %rdi
movl -0x34(%rbp), %r14d
movl %r14d, %r9d
callq 0x1112e
leaq 0x68(%rbx), %rsi
leaq 0x70(%rbx), %rdx
leaq 0x78(%rbx), %rcx
movq %rbx, %rdi
movl %r13d, %r8d
movl %r14d, %r9d
movq -0x40(%rbp), %r14
callq 0x1112e
testb %r14b, %r14b
jle 0x1a121
movq -0x30(%rbp), %rsi
movq 0x88(%rsi), %rcx
movq 0x18(%rcx), %rax
movq 0x20(%rcx), %rcx
movq 0x50(%rsi), %rdx
movq 0x68(%rsi), %rsi
xorl %edi, %edi
movsd (%rax,%rdi,8), %xmm0
movsd %xmm0, (%rdx,%rdi,8)
movsd (%rcx,%rdi,8), %xmm0
movsd %xmm0, (%rsi,%rdi,8)
incq %rdi
cmpq %rdi, %r14
jne 0x1a105
testb %r14b, %r14b
jle 0x1a182
movq -0x30(%rbp), %rcx
movq 0x88(%rcx), %rsi
movq 0x58(%rcx), %rax
movq 0x70(%rcx), %rcx
movq 0x18(%rsi), %rdx
movq 0x20(%rsi), %rsi
xorl %edi, %edi
movq %r14, %r8
movq (%rax,%rdi,8), %r9
movq (%rcx,%rdi,8), %r10
xorl %r11d, %r11d
leal (%r8,%r11), %ebx
movsbq %bl, %rbx
movsd (%rdx,%rbx,8), %xmm0
movsd %xmm0, (%r9,%r11,8)
movsd (%rsi,%rbx,8), %xmm0
movsd %xmm0, (%r10,%r11,8)
incq %r11
cmpq %r11, %r14
jne 0x1a151
incq %rdi
addq %r14, %r8
cmpq %r14, %rdi
jne 0x1a146
testb %r14b, %r14b
jle 0x1a1f9
movq -0x30(%rbp), %rax
movq 0x88(%rax), %rcx
movq 0x60(%rax), %rdx
movq 0x78(%rax), %rsi
movzbl -0x34(%rbp), %edi
leal 0x1(%r14), %r8d
movl %r13d, %eax
mulb %r8b
movzbl %al, %eax
xorl %r8d, %r8d
testb %r12b, %r12b
jle 0x1a1ee
movq 0x18(%rcx), %r9
movq 0x20(%rcx), %r10
movq (%rdx,%r8,8), %r11
movq (%rsi,%r8,8), %rbx
xorl %r14d, %r14d
leal (%rax,%r14), %r15d
movsbq %r15b, %r15
movsd (%r9,%r15,8), %xmm0
movsd %xmm0, (%r11,%r14,8)
movsd (%r10,%r15,8), %xmm0
movsd %xmm0, (%rbx,%r14,8)
incq %r14
cmpq %r14, %rdi
jne 0x1a1c6
incq %r8
addq %r13, %rax
cmpq %r13, %r8
jne 0x1a1ae
movq -0x98(%rbp), %rsp
leaq -0x28(%rbp), %rsp
popq %rbx
popq %r12
popq %r13
popq %r14
popq %r15
popq %rbp
retq
callq 0x4d5f