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bbb2a344
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bbb2a344
编写于
8月 21, 2020
作者:
M
mindspore-ci-bot
提交者:
Gitee
8月 21, 2020
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!4846 Add gpu usage to Profiler docstring.
Merge pull request !4846 from yuximiao/gpu_comments
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6e4798e6
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mindspore/profiler/profiling.py
mindspore/profiler/profiling.py
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mindspore/profiler/profiling.py
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@@ -46,17 +46,20 @@ class Profiler:
Performance profiling API.
Enable MindSpore users to profile the performance of neural network.
Profiler support Ascend and GPU, both of them are used in the same way,
but only output_path in args works on GPU.
Args:
subgraph (str): Define which subgraph to monitor and analyse, can be 'all', 'Default', 'Gradients'.
is_detail (bool): Whether to show profiling data for op_instance level, only show optype level if False.
is_show_op_path (bool): Whether to save the full path for each op instance.
subgraph (str): (Ascend only)Define which subgraph to monitor and analyse, can be 'all', 'Default', 'Gradients'.
is_detail (bool): (Ascend only)Whether to show profiling data for op_instance level,
only show optype level if False.
is_show_op_path (bool): (Ascend only)Whether to save the full path for each op instance.
output_path (str): Output data path.
optypes_to_deal (str): Op type names, the data of which optype should be collected and analysed,
optypes_to_deal (str):
(Ascend only)
Op type names, the data of which optype should be collected and analysed,
will deal with all op if null; Different op types should be seperated by comma.
optypes_not_deal (str): Op type names, the data of which optype will not be collected and analysed;
optypes_not_deal (str):
(Ascend only)
Op type names, the data of which optype will not be collected and analysed;
Different op types should be seperated by comma.
job_id (str): The directory where the parsed profiling files are located;
job_id (str):
(Ascend only)
The directory where the parsed profiling files are located;
This parameter is used to support offline parsing.
Examples:
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@@ -64,7 +67,7 @@ class Profiler:
>>> import mindspore.context
>>> context.set_context(mode=context.GRAPH_MODE, device_target="Ascend",
>>> device_id=int(os.environ["DEVICE_ID"]))
>>> profiler = Profiler(
subgraph='all', is_detail=True, is_show_op_path=False, output_path='./data'
)
>>> profiler = Profiler()
>>> model = Model()
>>> model.train()
>>> profiler.analyse()
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