// File: /workspace/github_c_makefile_star2_O2/SimpleDoger[P]Darknet_CPU_Only/coco.c
// Function: train_coco
void train_coco(char *cfgfile, char *weightfile)
{
    //char *train_images = "/home/pjreddie/data/voc/test/train.txt";
    //char *train_images = "/home/pjreddie/data/coco/train.txt";
    char *train_images = "data/coco.trainval.txt";
    //char *train_images = "data/bags.train.list";
    char *backup_directory = "/home/pjreddie/backup/";
    srand(time(0));
    char *base = basecfg(cfgfile);
    printf("%s\n", base);
    float avg_loss = -1;
    network *net = load_network(cfgfile, weightfile, 0);
    printf("Learning Rate: %g, Momentum: %g, Decay: %g\n", net->learning_rate, net->momentum, net->decay);
    int imgs = net->batch*net->subdivisions;
    int i = *net->seen/imgs;
    data train, buffer;


    layer l = net->layers[net->n - 1];

    int side = l.side;
    int classes = l.classes;
    float jitter = l.jitter;

    list *plist = get_paths(train_images);
    //int N = plist->size;
    char **paths = (char **)list_to_array(plist);

    load_args args = {0};
    args.w = net->w;
    args.h = net->h;
    args.paths = paths;
    args.n = imgs;
    args.m = plist->size;
    args.classes = classes;
    args.jitter = jitter;
    args.num_boxes = side;
    args.d = &buffer;
    args.type = REGION_DATA;

    args.angle = net->angle;
    args.exposure = net->exposure;
    args.saturation = net->saturation;
    args.hue = net->hue;

    pthread_t load_thread = load_data_in_thread(args);
    clock_t time;
    //while(i*imgs < N*120){
    while(get_current_batch(net) < net->max_batches){
        i += 1;
        time=clock();
        pthread_join(load_thread, 0);
        train = buffer;
        load_thread = load_data_in_thread(args);

        printf("Loaded: %lf seconds\n", sec(clock()-time));

        /*
           image im = float_to_image(net->w, net->h, 3, train.X.vals[113]);
           image copy = copy_image(im);
           draw_coco(copy, train.y.vals[113], 7, "truth");
           cvWaitKey(0);
           free_image(copy);
         */

        time=clock();
        float loss = train_network(net, train);
        if (avg_loss < 0) avg_loss = loss;
        avg_loss = avg_loss*.9 + loss*.1;

        printf("%d: %f, %f avg, %f rate, %lf seconds, %d images\n", i, loss, avg_loss, get_current_rate(net), sec(clock()-time), i*imgs);
        if(i%1000==0 || (i < 1000 && i%100 == 0)){
            char buff[256];
            sprintf(buff, "%s/%s_%d.weights", backup_directory, base, i);
            save_weights(net, buff);
        }
        if(i%100==0){
            char buff[256];
            sprintf(buff, "%s/%s.backup", backup_directory, base);
            save_weights(net, buff);
        }
        free_data(train);
    }
    char buff[256];
    sprintf(buff, "%s/%s_final.weights", backup_directory, base);
    save_weights(net, buff);
}

// Assembly:
pushq %rbp
pushq %r15
pushq %r14
pushq %r13
pushq %r12
pushq %rbx
subq $0x318, %rsp            # imm = 0x318
movq %rsi, %rbx
movq %rdi, %r14
xorl %edi, %edi
callq 0x32c0
movl %eax, %edi
callq 0x3220
movq %r14, %rdi
callq 0x41c8
movq %rax, 0xa8(%rsp)
movq %rax, %rdi
callq 0x30b0
movq %r14, %rdi
movq %rbx, %rsi
xorl %edx, %edx
callq 0x22658
movq %rax, %r14
cvtss2sd 0x34(%rax), %xmm0
cvtss2sd 0x38(%rax), %xmm1
cvtss2sd 0x3c(%rax), %xmm2
leaq 0xde8d(%rip), %rdi      # 0x50ed0
movb $0x3, %al
callq 0x3160
movslq 0x4(%r14), %rax
movslq 0x1c(%r14), %r12
imulq %rax, %r12
movq 0x8(%r14), %rax
movq (%rax), %rax
xorl %edx, %edx
divq %r12
movq %rax, %rbp
movq 0x20(%r14), %rax
movslq (%r14), %rcx
imulq $0x4a0, %rcx, %rcx      # imm = 0x4A0
movl -0x40c(%rax,%rcx), %edx
movl %edx, 0xc0(%rsp)
movss -0x3c8(%rax,%rcx), %xmm0
movss %xmm0, 0xb8(%rsp)
movl -0x3a4(%rax,%rcx), %eax
movl %eax, 0xb0(%rsp)
leaq 0xee6c(%rip), %rdi      # 0x51f14
callq 0x1c8c8
movq %rax, %rbx
movq %rax, %rdi
callq 0x72f5
movq %rax, %r15
leaq 0x168(%rsp), %r13
movl $0xa8, %edx
movq %r13, %rdi
xorl %esi, %esi
callq 0x31c0
movq 0x90(%r14), %rax
movq %rax, 0x28(%r13)
movq %r15, 0x8(%r13)
movq %r12, 0xd0(%rsp)
movl %r12d, 0x18(%r13)
movl (%rbx), %eax
movl %eax, 0x1c(%r13)
movl 0xb0(%rsp), %eax
movl %eax, 0x50(%r13)
movss 0xb8(%rsp), %xmm0
movss %xmm0, 0x64(%r13)
movl 0xc0(%rsp), %eax
movl %eax, 0x40(%r13)
leaq 0x128(%rsp), %rax
movq %rax, 0x80(%r13)
movl $0x3, 0x98(%r13)
movss 0xb0(%r14), %xmm0
movss %xmm0, 0x68(%r13)
movsd 0xb8(%r14), %xmm0
shufps $0xe1, %xmm0, %xmm0     # xmm0 = xmm0[1,0,2,3]
movlps %xmm0, 0x70(%r13)
movss 0xc0(%r14), %xmm0
movss %xmm0, 0x78(%r13)
pushq $0x15
popq %rcx
movq %rsp, %rdi
movq %r13, %rsi
rep  movsq (%rsi), %es:(%rdi)
movss 0x90ee(%rip), %xmm0     # 0x4c264
movaps %xmm0, 0xc0(%rsp)
callq 0x20b03
movq %rax, %r12
leaq 0x210(%rsp), %r13
movq %r14, %rdi
callq 0x22693
movslq 0x54(%r14), %rcx
cmpq %rcx, %rax
jae 0x4340f
leal 0x1(%rbp), %r15d
callq 0x3120
movq %rax, %rbx
movq %r12, %rdi
xorl %esi, %esi
callq 0x3470
movups 0x128(%rsp), %xmm0
movups 0x138(%rsp), %xmm1
movups 0x148(%rsp), %xmm2
movups 0x158(%rsp), %xmm3
movaps %xmm0, 0xe0(%rsp)
movaps %xmm1, 0xf0(%rsp)
movaps %xmm2, 0x100(%rsp)
movaps %xmm3, 0x110(%rsp)
pushq $0x15
popq %rcx
movq %rsp, %rdi
leaq 0x168(%rsp), %rsi
rep  movsq (%rsi), %es:(%rdi)
callq 0x20b03
movq %rax, %r12
callq 0x3120
subq %rbx, %rax
movq %rax, %rdi
callq 0x437c
cvtss2sd %xmm0, %xmm0
leaq 0xdd11(%rip), %rdi      # 0x50f3e
movb $0x1, %al
callq 0x3160
callq 0x3120
movq %rax, %rbx
movaps 0xe0(%rsp), %xmm0
movaps 0xf0(%rsp), %xmm1
movaps 0x100(%rsp), %xmm2
movaps 0x110(%rsp), %xmm3
movups %xmm3, 0x30(%rsp)
movups %xmm2, 0x20(%rsp)
movups %xmm1, 0x10(%rsp)
movups %xmm0, (%rsp)
movq %r14, %rdi
callq 0x22df8
movaps 0xc0(%rsp), %xmm3
movaps %xmm3, %xmm1
cmpltss 0x8ded(%rip), %xmm1     # 0x4c078
movaps %xmm1, %xmm2
andnps %xmm3, %xmm2
andps %xmm0, %xmm1
orps %xmm2, %xmm1
cvtss2sd %xmm1, %xmm1
cvtss2sd %xmm0, %xmm0
movsd %xmm0, 0xb8(%rsp)
mulsd 0xc320(%rip), %xmm0     # 0x4f5d0
mulsd 0xdc10(%rip), %xmm1     # 0x50ec8
addsd %xmm0, %xmm1
cvtsd2ss %xmm1, %xmm0
movaps %xmm0, 0xc0(%rsp)
cvtss2sd %xmm0, %xmm0
movsd %xmm0, 0xb0(%rsp)
movq %r14, %rdi
callq 0x226ae
cvtss2sd %xmm0, %xmm0
movsd %xmm0, 0xd8(%rsp)
callq 0x3120
subq %rbx, %rax
movq %rax, %rdi
callq 0x437c
cvtss2sd %xmm0, %xmm3
movl %r15d, %edx
imull 0xd0(%rsp), %edx
leaq 0xddcc(%rip), %rdi      # 0x510dc
movl %r15d, %esi
movsd 0xb8(%rsp), %xmm0
movsd 0xb0(%rsp), %xmm1
movsd 0xd8(%rsp), %xmm2
movb $0x4, %al
callq 0x3160
movl %r15d, %eax
cltd
movl $0x3e8, %ecx            # imm = 0x3E8
idivl %ecx
testl %edx, %edx
je 0x43365
cmpl $0x3e7, %ebp            # imm = 0x3E7
setl %cl
movl %r15d, %eax
cltd
pushq $0x64
popq %rsi
idivl %esi
testl %edx, %edx
sete %al
andb %cl, %al
xorl %ebx, %ebx
cmpb $0x1, %al
je 0x43370
jmp 0x433a0
movl %r15d, %eax
cltd
pushq $0x64
popq %rcx
idivl %ecx
movl %edx, %ebx
movq %r13, %rdi
leaq 0xdd93(%rip), %rsi      # 0x5110d
leaq 0xdd44(%rip), %rdx      # 0x510c5
movq 0xa8(%rsp), %rcx
movl %r15d, %r8d
xorl %eax, %eax
callq 0x3420
movq %r14, %rdi
movq %r13, %rsi
callq 0x28aed
movl %ebx, %edx
testl %edx, %edx
jne 0x433cf
movq %r13, %rdi
leaq 0xdd70(%rip), %rsi      # 0x5111e
leaq 0xdd10(%rip), %rdx      # 0x510c5
movq 0xa8(%rsp), %rcx
xorl %eax, %eax
callq 0x3420
movq %r14, %rdi
movq %r13, %rsi
callq 0x28aed
movaps 0xe0(%rsp), %xmm0
movaps 0xf0(%rsp), %xmm1
movaps 0x100(%rsp), %xmm2
movaps 0x110(%rsp), %xmm3
movups %xmm3, 0x30(%rsp)
movups %xmm2, 0x20(%rsp)
movups %xmm1, 0x10(%rsp)
movups %xmm0, (%rsp)
callq 0x1e69d
movl %r15d, %ebp
jmp 0x4318e
leaq 0xdd15(%rip), %rsi      # 0x5112b
leaq 0xdca8(%rip), %rdx      # 0x510c5
leaq 0x210(%rsp), %rbx
movq %rbx, %rdi
movq 0xa8(%rsp), %rcx
xorl %eax, %eax
callq 0x3420
movq %r14, %rdi
movq %rbx, %rsi
callq 0x28aed
addq $0x318, %rsp            # imm = 0x318
popq %rbx
popq %r12
popq %r13
popq %r14
popq %r15
popq %rbp
retq