# Copyright (C) 2024 Habana Labs, Ltd. an Intel Company. import os import glob import time from optimum.habana.utils import to_gb_rounded import habana_frameworks.torch as htorch START_TS = None DBG_TRACE_FILENAME = os.environ.get('DBG_TRACE_FILENAME') if 'GRAPH_VISUALIZATION' in os.environ: for f in glob.glob('.graph_dumps/*'): os.remove(f) def count_hpu_graphs(): return len(glob.glob('.graph_dumps/*PreGraph*')) def dbg_trace(tag, txt): global START_TS if DBG_TRACE_FILENAME is not None and int(os.getenv("RANK", 0)) == 0: if START_TS is None: START_TS = time.perf_counter() time_offset = time.perf_counter() - START_TS mem_stats = htorch.hpu.memory.memory_stats() mem_used = to_gb_rounded(mem_stats['InUse']) max_mem_used = to_gb_rounded(mem_stats['MaxInUse']) print(f'ts:{time_offset:.3f}s g:{count_hpu_graphs()} mu:{mem_used:.1f}GB ' f'mmu:{max_mem_used:.1f}GB | {tag} | {txt}', flush=True, file=open(DBG_TRACE_FILENAME, 'a'))