static void crf1dt_state_score(crf1dt_t *crf1dt, const crfsuite_instance_t *inst)
{
int a, i, l, t, r, fid;
crf1dm_feature_t f;
feature_refs_t attr;
floatval_t value, *state = NULL;
crf1dm_t* model = crf1dt->model;
crf1d_context_t* ctx = crf1dt->ctx;
const crfsuite_item_t* item = NULL;
const int T = inst->num_items;
const int L = crf1dt->num_labels;
/* Loop over the items in the sequence. */
for (t = 0;t < T;++t) {
item = &inst->items[t];
state = STATE_SCORE(ctx, t);
/* Loop over the contents (attributes) attached to the item. */
for (i = 0;i < item->num_contents;++i) {
/* Access the list of state features associated with the attribute. */
a = item->contents[i].aid;
crf1dm_get_attrref(model, a, &attr);
/* A scale usually represents the atrribute frequency in the item. */
value = item->contents[i].value;
/* Loop over the state features associated with the attribute. */
for (r = 0;r < attr.num_features;++r) {
/* The state feature #(attr->fids[r]), which is represented by
the attribute #a, outputs the label #(f->dst). */
fid = crf1dm_get_featureid(&attr, r);
crf1dm_get_feature(model, fid, &f);
l = f.dst;
state[l] += f.weight * value;
}
}
}
}
void crf1dm_dump(crf1dm_t* crf1dm, FILE *fp)
{
int j;
uint32_t i;
feature_refs_t refs;
const header_t* hfile = crf1dm->header;
/* Dump the file header. */
fprintf(fp, "FILEHEADER = {\n");
fprintf(fp, " magic: %c%c%c%c\n",
hfile->magic[0], hfile->magic[1], hfile->magic[2], hfile->magic[3]);
fprintf(fp, " size: %d\n", hfile->size);
fprintf(fp, " type: %c%c%c%c\n",
hfile->type[0], hfile->type[1], hfile->type[2], hfile->type[3]);
fprintf(fp, " version: %d\n", hfile->version);
fprintf(fp, " num_features: %d\n", hfile->num_features);
fprintf(fp, " num_labels: %d\n", hfile->num_labels);
fprintf(fp, " num_attrs: %d\n", hfile->num_attrs);
fprintf(fp, " off_features: 0x%X\n", hfile->off_features);
fprintf(fp, " off_labels: 0x%X\n", hfile->off_labels);
fprintf(fp, " off_attrs: 0x%X\n", hfile->off_attrs);
fprintf(fp, " off_labelrefs: 0x%X\n", hfile->off_labelrefs);
fprintf(fp, " off_attrrefs: 0x%X\n", hfile->off_attrrefs);
fprintf(fp, "}\n");
fprintf(fp, "\n");
/* Dump the labels. */
fprintf(fp, "LABELS = {\n");
for (i = 0;i < hfile->num_labels;++i) {
const char *str = crf1dm_to_label(crf1dm, i);
#if 0
int check = crf1dm_to_lid(crf1dm, str);
if (i != check) {
fprintf(fp, "WARNING: inconsistent label CQDB\n");
}
#endif
fprintf(fp, " %5d: %s\n", i, str);
}
fprintf(fp, "}\n");
fprintf(fp, "\n");
/* Dump the attributes. */
fprintf(fp, "ATTRIBUTES = {\n");
for (i = 0;i < hfile->num_attrs;++i) {
const char *str = crf1dm_to_attr(crf1dm, i);
#if 0
int check = crf1dm_to_aid(crf1dm, str);
if (i != check) {
fprintf(fp, "WARNING: inconsistent attribute CQDB\n");
}
#endif
fprintf(fp, " %5d: %s\n", i, str);
}
fprintf(fp, "}\n");
fprintf(fp, "\n");
/* Dump the transition features. */
fprintf(fp, "TRANSITIONS = {\n");
for (i = 0;i < hfile->num_labels;++i) {
crf1dm_get_labelref(crf1dm, i, &refs);
for (j = 0;j < refs.num_features;++j) {
crf1dm_feature_t f;
int fid = crf1dm_get_featureid(&refs, j);
const char *from = NULL, *to = NULL;
crf1dm_get_feature(crf1dm, fid, &f);
from = crf1dm_to_label(crf1dm, f.src);
to = crf1dm_to_label(crf1dm, f.dst);
fprintf(fp, " (%d) %s --> %s: %f\n", f.type, from, to, f.weight);
}
}
fprintf(fp, "}\n");
fprintf(fp, "\n");
/* Dump the transition features. */
fprintf(fp, "STATE_FEATURES = {\n");
for (i = 0;i < hfile->num_attrs;++i) {
crf1dm_get_attrref(crf1dm, i, &refs);
for (j = 0;j < refs.num_features;++j) {
crf1dm_feature_t f;
int fid = crf1dm_get_featureid(&refs, j);
const char *attr = NULL, *to = NULL;
crf1dm_get_feature(crf1dm, fid, &f);
#if 0
if (f.src != i) {
fprintf(fp, "WARNING: an inconsistent attribute reference.\n");
}
#endif
attr = crf1dm_to_attr(crf1dm, f.src);
to = crf1dm_to_label(crf1dm, f.dst);
fprintf(fp, " (%d) %s --> %s: %f\n", f.type, attr, to, f.weight);
}
}
fprintf(fp, "}\n");
fprintf(fp, "\n");
}
