# mypy: allow-untyped-defs import threading __all__ = ["LinearBlockSparsePattern"] def _is_valid_linear_block_sparse_pattern(row_block_size, col_block_size): return (row_block_size == 1 and col_block_size == 4) or ( row_block_size == 8 and col_block_size == 1 ) # This is a stop-gap measure as current flow does not allow module # specific block sparse pattern. # Infact there is no way to convey sparse pattern via module config # of quantization flow. Thus using the global context to convey # sparsity pattern. # Once the flow supports it, this should be removed. class LinearBlockSparsePattern: rlock = threading.RLock() row_block_size = 1 col_block_size = 4 prev_row_block_size = 1 prev_col_block_size = 4 def __init__(self, row_block_size=1, col_block_size=4): assert _is_valid_linear_block_sparse_pattern(row_block_size, col_block_size) LinearBlockSparsePattern.rlock.acquire() LinearBlockSparsePattern.prev_row_block_size = ( LinearBlockSparsePattern.row_block_size ) LinearBlockSparsePattern.prev_col_block_size = ( LinearBlockSparsePattern.col_block_size ) LinearBlockSparsePattern.row_block_size = row_block_size LinearBlockSparsePattern.col_block_size = col_block_size def __enter__(self): pass def __exit__(self, exc_type, exc_value, backtrace): LinearBlockSparsePattern.row_block_size = ( LinearBlockSparsePattern.prev_row_block_size ) LinearBlockSparsePattern.col_block_size = ( LinearBlockSparsePattern.prev_col_block_size ) LinearBlockSparsePattern.rlock.release() @staticmethod def block_size(): return ( LinearBlockSparsePattern.row_block_size, LinearBlockSparsePattern.col_block_size, )