On evaluating the model, I used key point detection 2017 validation dataset. On particular image (coco2017/images/val2017/000000182923.jpg), post processing enters in to deadlock mechanism. After debugging, I have found the issue where its present in post.py file
def sort_island_hierarchy(island_hierarchy): """converts the hierarchical island dict to a map to the top level island""" compact = numba.typed.Dict.empty(key_type=numba.types.uint16, value_type=numba.types.uint16) for child, parent in island_hierarchy.items(): last_parent = child while parent != last_parent: last_parent = parent parent = island_hierarchy[parent] compact[child] = last_parent return compact
Lets say i got island_hierarchy as like this {1: 6, 2: 7, 3: 10, 4: 4, 5: 1, 6: 2, 7: 3, 8: 5, 9: 8, 10: 3, 11: 3, 12: 4}. Inner while loop enters in to deadlock mechanism
On evaluating the model, I used key point detection 2017 validation dataset. On particular image (coco2017/images/val2017/000000182923.jpg), post processing enters in to deadlock mechanism. After debugging, I have found the issue where its present in post.py file
def sort_island_hierarchy(island_hierarchy): """converts the hierarchical island dict to a map to the top level island""" compact = numba.typed.Dict.empty(key_type=numba.types.uint16, value_type=numba.types.uint16) for child, parent in island_hierarchy.items(): last_parent = child while parent != last_parent: last_parent = parent parent = island_hierarchy[parent] compact[child] = last_parent return compactLets say i got island_hierarchy as like this {1: 6, 2: 7, 3: 10, 4: 4, 5: 1, 6: 2, 7: 3, 8: 5, 9: 8, 10: 3, 11: 3, 12: 4}. Inner while loop enters in to deadlock mechanism