int main( int argc, char *argv[] ){
if( argc < 3 ){
printf( "usage:<input> <input.day>\n" );
return -1;
}
load_stats();
char fout[ 256 ];
sprintf( fout, "features/%s.UserDayInterpolation", argv[1] );
FILE *fi = fopen_check( argv[1], "r" );
FILE *fd = fopen_check( argv[2], "r" );
FILE *fo = fopen_check( fout, "w" );
fprintf( fo, "%d\n", num_index );
int uid, iid, rate, day;
while( fscanf( fi, "%d%d%d", &uid, &iid, &rate ) == 3 ){
assert_true( fscanf( fd, "%d", &day ) == 1 );
const int base = pustart[ uid ];
if( day == first[ uid ] ){
fprintf( fo, "1 %d:1\n", base ); continue;
}
if( day == last[ uid ] ){
fprintf( fo, "1 %d:1\n", base+1 ); continue;
}
fprintf( fo, "2 %d:%f %d:%f\n",
base , static_cast<float>( last[uid] - day )/(last[uid]-first[uid]),
base+1, static_cast<float>( day - first[uid] )/(last[uid]-first[uid]) );
}
fclose( fo );
fclose( fd );
fclose( fi );
return 0;
}
int main( int argc, char *argv[] ){
if( argc < 3 ){
printf( "usage:<input> <input.userdayidx>\n" );
return -1;
}
load_stats();
char fout[ 256 ];
sprintf( fout, "features/%s.UserDayBias", argv[1] );
FILE *fi = fopen_check( argv[1], "r" );
FILE *fd = fopen_check( argv[2], "r" );
FILE *fo = fopen_check( fout, "w" );
fprintf( fo, "%d\n", num_index );
int uid, iid, rate, dayidx;
while( fscanf( fi, "%d%d%d", &uid, &iid, &rate ) == 3 ){
assert_true( fscanf( fd, "%d", &dayidx ) == 1 );
fprintf( fo, "1 %d:1\n", start[ uid ] + dayidx );
}
fclose( fo );
fclose( fd );
fclose( fi );
return 0;
}
int main(int argc, char *argv[]){
FILE *stats_file;
char *image_name = argv[1];
// char input_string[100];
int class_counter;
double gray_feature, h_feature;
int max_likelihood;
// Checks arguments
if(argc != 2){
if(argc == 1)
printf("No input image given");
else
printf("Wrong number of arguments");
printf("Usage: $%s input_image_file", argv[0]);
exit(EXIT_FAILURE);
}
// Opens training.stats file
if( (stats_file = fopen("training.stats", "r")) == NULL){
printf("Unable to open/locate training.stats file");
exit(EXIT_FAILURE);
}
class_counter = count_lines(stats_file);
bigauss_stats class_array[class_counter];
load_stats(stats_file, class_array, class_counter);
fclose(stats_file);
extract_features(image_name, &gray_feature, &h_feature);
max_likelihood = bigauss_likelihood(class_array, class_counter, gray_feature, h_feature);
printf("Max bi-gaussian likelihood for %s class\n", class_array[max_likelihood].class_name);
return 0;
}
int main(int argc, char **argv) {
int i,j,num_runs=0,initial=0;
int legend,spec2k6,num_benchmarks;
char yaxis[]="Difference from Mean (log)";
parse_command_line(argc,argv,
&num_runs,&initial,
&legend,&spec2k6,&num_benchmarks);
init_stats=calloc(sizeof(struct stats),num_benchmarks);
machines=spec2k_machines;
for(j=0;j<num_benchmarks;j++) {
load_stats(num_runs,spec2k6,init_stats,argv[(j*2)+BENCH_START],
argv[(j*2)+BENCH_START+1],"initial",j,FIXUP_NONE);
}
final_stats=calloc(sizeof(struct stats),num_benchmarks);
for(j=0;j<num_benchmarks;j++) {
load_stats(num_runs,spec2k6,final_stats,argv[(j*2)+BENCH_START],
argv[(j*2)+BENCH_START+1],"final",j,FIXUP_ALL);
}
/* begin graph */
printf("(* Begin Graph *)\n");
printf("newgraph\n");
printf("\n(* Clipping *)\n");
printf("clip Y %.2f\n",3.0);
/* don't print legend on side */
printf("\n(* Legend *)\n");
if (legend) {
printf("legend custom\n");
}
else {
printf("legend off\n");
}
#define WIDTH 16
#define HALF 8
#define OFFSET 2
#define LEGEND_XSCALE 12.0
#define LEGEND_YSCALE 1.25
/* y-axis */
printf("\n(* Y-Axis *)\n");
printf("yaxis size 2.25 min -10 max 10\n");//,max);
printf("grid_gray 0.9 grid_lines\n");
printf("no_auto_hash_marks no_auto_hash_labels\n");
printf("label font Helvetica fontsize 14 x -%lf : %s\n",
(double)num_benchmarks,
yaxis);
printf("hash_labels font Helvetica fontsize 14\n");
/* custom hash labels */
printf("hash_at 0 hash_label at 0 : 0\n");
printf("hash_at 2 hash_label at 2 : 100\n");
printf("hash_at 4 hash_label at 4 : 10K\n");
printf("hash_at 6 hash_label at 6 : 1M\n");
printf("hash_at 8 hash_label at 8 : 100M\n");
printf("hash_at 10 hash_label at 10 : 10B\n");
// printf("hash_at 12 hash_label at 12 : 1T\n");
printf("hash_at -2 hash_label at -2 : -100\n");
printf("hash_at -4 hash_label at -4 : -10K\n");
printf("hash_at -6 hash_label at -6 : -1M\n");
printf("hash_at -8 hash_label at -8 : -100M\n");
printf("hash_at -10 hash_label at -10 : -10B\n");
// printf("hash_at -12 hash_label at -12 : -1T\n");
/* x-axis */
printf("\n(* X-Axis *)\n");
printf("xaxis size 10 min 0 max %d\n",(num_benchmarks*WIDTH));
printf("grid_gray 0.5 grid_lines\n");
printf("no_auto_hash_marks no_auto_hash_labels\n");
printf("hash_labels hjr vjc rotate 25 font Helvetica fontsize 12\n");
/* custom hash labels */
for(i=0;i<num_benchmarks;i++) {
// printf("hash_at %i hash_label at %i : %s.%s\n",
printf("hash_label at %i : %s.%s\n",
// (i*WIDTH)+HALF,
(i*WIDTH)+HALF,
argv[(i*2)+BENCH_START],
argv[(i*2)+BENCH_START+1]);
}
/* only needed it +/- values? */
//printf("copygraph xaxis draw_at 0\n");
/* Title */
printf("\n(* Title *)\n");
// printf("newstring x 0 y %.2f hjl vjc\n",(max)+(max*0.1));
// printf("font Helvetica fontsize 14 : %s\n",title);
printf("copygraph xaxis draw_at 0\n\n");
// Valid marks are: circle box diamond triangle x cross ellipse
// general general_nf general_bez general_bez_nf postscript eps xbar ybar none text
/* old */
if (!initial) {
printf("\nnewcurve color 0.85 0.0 0.0 marktype xbar marksize %f "
"label hjl vjc fontsize 12 font Helvetica x %lf y %lf : Original Standard Deviation\n",
(double)(num_benchmarks*WIDTH)/BIGMARK_SCALE,
1.0,13.0);
printf("pts\n");
for(i=0;i<num_benchmarks;i++) {
if (init_stats[i].bench_stdev!=0.0) {
printf("%d %.9f\n",(i*WIDTH)+HALF,log10(init_stats[i].bench_stdev));
}
}
printf("\nnewcurve color 0.85 0.0 0.0 marktype xbar marksize %f \n",
(double)(num_benchmarks*WIDTH)/BIGMARK_SCALE);
printf("pts\n");
for(i=0;i<num_benchmarks;i++) {
if (init_stats[i].bench_stdev!=0.0) {
printf("%d %.9f\n",(i*WIDTH)+HALF,-log10(init_stats[i].bench_stdev));
}
}
}
/* stdev */
printf("\nnewcurve color 0.85 0.85 0.85 marktype xbar marksize %f "
"label hjl vjc fontsize 12 font Helvetica x %lf y %lf : Adjusted Standard Deviation\n",
(double)(num_benchmarks*WIDTH)/SMALLMARK_SCALE,
1.0,12.0);
printf("pts\n");
for(i=0;i<num_benchmarks;i++) {
if (initial) {
printf("%d %.9f\n",(i*WIDTH)+HALF,log10(init_stats[i].bench_stdev));
}
else {
printf("%d %.9f\n",(i*WIDTH)+HALF,log10(final_stats[i].bench_stdev));
}
}
printf("\nnewcurve color 0.85 0.85 0.85 marktype xbar marksize %f\n",
(double)(num_benchmarks*WIDTH)/SMALLMARK_SCALE);
printf("pts\n");
for(i=0;i<num_benchmarks;i++) {
if (initial) {
printf("%d %.9f\n",(i*WIDTH)+HALF,-log10(init_stats[i].bench_stdev));
}
else {
printf("%d %.9f\n",(i*WIDTH)+HALF,-log10(final_stats[i].bench_stdev));
}
}
for(j=0;j<MAX_MACHINES;j++) {
if (!(!machines[j].is_spec2k6&&spec2k6)) {
printf("\nnewcurve color %s marktype text fontsize 12 font Helvetica-Bold : %s\n",
machine_colors[j],machines[j].mark);
printf("label hjl vjc fontsize 12 font Helvetica "
"x %lf y %lf : %s\n",
// num_benchmarks*0.7,max+max*0.1,
((double)((j/3)+1))*LEGEND_XSCALE+10.0,
(((double)((3-(j%3))))*LEGEND_YSCALE)+10.5,
machines[j].processor2);
printf("pts\n");
for(i=0;i<num_benchmarks;i++) {
double result;
int valid;
if (initial) {
result=(double)(init_stats[i].machine_mean[j]-init_stats[i].bench_mean);
valid=init_stats[i].machine_mean_valid[j];
}
else {
result=(double)(final_stats[i].machine_mean[j]-final_stats[i].bench_mean);
valid=final_stats[i].machine_mean_valid[j];
}
if (valid) {
if (result<0.0) {
printf("%d %.9f\n",(i*WIDTH)+j+OFFSET,
-log10(fabs(result)));
}
else if (result>0.0) {
printf("%d %.9f\n",(i*WIDTH)+j+OFFSET,log10(result));
}
else {
printf("%d 0.0\n",(i*WIDTH)+j+OFFSET);
}
}
}
}
}
return 0;
}
int main(int argc, char **argv) {
int i,j;
int initial,fixup,spec2k6,legend;
int num_benchmarks;
char temp_input[BUFSIZ];
parse_command_line(argc,argv,
&num_runs,&initial,
&legend,&spec2k6,&num_benchmarks);
if (initial) fixup=FIXUP_NONE;
else fixup=FIXUP_ALL;
machines=spec2k_machines;
printf("\\begin{table*}[tbp]\n");
printf("\\begin{sf}\n");
printf("\\begin{scriptsize}\n");
printf("\\begin{center}\n");
printf("\\begin{tabular}{|l||r||r|r|r||");
for(i=0;i<REAL_MACHINES;i++) {
if (!(!machines[i].is_spec2k6&&spec2k6)) {
printf("r|");
}
}
printf("}\n");
printf("\\hline\n");
printf("Benchmark & ");
printf("\\parbox[b]{1.2cm}{\\flushright Overall\\\\Standard\\\\Deviation\\\\(mean)} & ");
printf("\\begin{sideways}\\parbox{2cm}{Pin}\\end{sideways} &");
printf("\\begin{sideways}\\parbox{2cm}{Qemu}\\end{sideways} &");
printf("\\begin{sideways}\\parbox{2cm}{Valgrind}\\end{sideways} ");
for(i=0;i<REAL_MACHINES;i++) {
if (!(!machines[i].is_spec2k6&&spec2k6)) {
printf("& ");
printf("\\begin{sideways}\\parbox{2cm}{");
printf("%s",machines[i].processor2);
printf("\\\\%s",machines[i].processor1);
printf("}\\end{sideways} ");
}
}
printf("\\\\\n");
printf("\\hline\n");
our_stats=calloc(sizeof(struct stats),num_benchmarks);
for(j=0;j<num_benchmarks;j++) {
load_stats(num_runs,spec2k6,our_stats,argv[(j*2)+BENCH_START],
argv[(j*2)+BENCH_START+1],argv[TREE_ARG],j,fixup);
}
for(j=0;j<num_benchmarks;j++) {
if (!strcmp("makerand",argv[(j*2)+BENCH_START+1])) {
strcpy(temp_input,"mkrnd");
}
else if (!strcmp("default",argv[(j*2)+BENCH_START+1])) {
strcpy(temp_input," ");
}
else if (!strcmp("foreman_baseline",argv[(j*2)+BENCH_START+1])) {
strcpy(temp_input,"forebase");
}
else if (!strcmp("foreman_main",argv[(j*2)+BENCH_START+1])) {
strcpy(temp_input,"foremain");
}
else if (!strcmp("sss_main",argv[(j*2)+BENCH_START+1])) {
strcpy(temp_input,"sss");
}
else {
strcpy(temp_input,argv[(j*2)+BENCH_START+1]);
}
printf("%s %s &",argv[(j*2)+BENCH_START],temp_input);
/* mean */
print_diff((long long)(our_stats[j].bench_stdev),LO,MID,HI);
//print_commas( (long long)(our_stats[j].bench_stdev));
printf(" & ");
/* PIN */
if (!our_stats[j].machine_mean_valid[PIN]) {
print_blank();
}
else {
print_diff((long long)(our_stats[j].machine_stdev[PIN]),LO,MID,HI);
print_num_points(our_stats[j].num_points[PIN]);
}
printf(" & ");
/* QEMU */
if (!our_stats[j].machine_mean_valid[QEMU]) {
print_blank();
}
else {
print_diff((long long)(our_stats[j].machine_stdev[QEMU]),LO,MID,HI);
print_num_points(our_stats[j].num_points[QEMU]);
}
printf(" & ");
if (!our_stats[j].machine_mean_valid[VALGRIND]) {
print_blank();
}
else {
print_diff((long long)(our_stats[j].machine_stdev[VALGRIND]),LO,MID,HI);
print_num_points(our_stats[j].num_points[VALGRIND]);
}
for(i=0;i<REAL_MACHINES;i++) {
if (!(!machines[i].is_spec2k6&&spec2k6)) {
printf(" & ");
if (!our_stats[j].machine_mean_valid[i]) {
print_blank();
} else {
print_diff((long long)(our_stats[j].machine_stdev[i]),LO,MID,HI);
print_num_points(our_stats[j].num_points[i]);
}
}
}
printf("\\\\\n");
if (j%5==4) printf("\\hline\n");
}
printf("\\hline\n");
printf("\\end{tabular}\n");
printf("\\end{center}\n");
return 0;
}
