mirror of https://github.com/hpcaitech/ColossalAI
use max_mem to control stratge
parent
f7d8092c84
commit
f5515e9978
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@ -1398,14 +1398,18 @@ class MemoryEstimator(object):
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class ChunkSelector(object):
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def __init__(
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self, index_tracer: IndexTracer, memory_estimator: MemoryEstimator, stratge, max_memory=None
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self,
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index_tracer: IndexTracer,
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memory_estimator: MemoryEstimator,
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max_memory=None,
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):
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self.index_tracer = index_tracer
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self.memory_estimator = memory_estimator
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assert stratge in ["min_memory", "fit_memory"]
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assert (stratge == "fit_memory" and max_memory is not None) or stratge != "fit_memory"
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self.stratge = stratge
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self.max_memory = max_memory # MB
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if max_memory is not None:
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self.stratge = "fit_memory"
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self.max_memory = max_memory # MB
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else:
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self.stratge = "min_memory"
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def _select_best_chunk_region(
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self, possible_chunk_regions, chunk_infos, peak_node, max_chunk_region, mem_peak
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@ -1538,6 +1542,8 @@ class ChunkSelector(object):
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possible_chunk_regions.remove(i)
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max_region_range = 0
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best_region = None
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if best_region is not None:
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best_region["chunk_size"] = 2
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return best_region
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def _is_legal_region(self, cur_chunk_info, chunk_infos):
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@ -1563,7 +1569,7 @@ class ChunkRegionSearch(object):
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self.index_tracer.trace_index()
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self.memory_estimator = MemoryEstimator(self.index_tracer)
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self.chunk_selector = ChunkSelector(
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self.index_tracer, self.memory_estimator, stratge="fit_memory", max_memory=max_memory
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self.index_tracer, self.memory_estimator, max_memory=max_memory
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)
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def _find_peak_node(self, mem_peak):
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@ -2233,7 +2239,7 @@ if CODEGEN_AVAILABLE:
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delete_unused_values,
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self.meta_node,
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self.meta_graph,
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self.max_memory
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self.max_memory,
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)
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if len(body) == 0:
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