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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:
...
@@ -46,17 +46,20 @@ class Profiler:
Performance profiling API.
Performance profiling API.
Enable MindSpore users to profile the performance of neural network.
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:
Args:
subgraph (str): Define which subgraph to monitor and analyse, can be 'all', 'Default', 'Gradients'.
subgraph (str): (Ascend only)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_detail (bool): (Ascend only)Whether to show profiling data for op_instance level,
is_show_op_path (bool): Whether to save the full path for each op instance.
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.
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.
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.
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.
This parameter is used to support offline parsing.
Examples:
Examples:
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@@ -64,7 +67,7 @@ class Profiler:
...
@@ -64,7 +67,7 @@ class Profiler:
>>> import mindspore.context
>>> import mindspore.context
>>> context.set_context(mode=context.GRAPH_MODE, device_target="Ascend",
>>> context.set_context(mode=context.GRAPH_MODE, device_target="Ascend",
>>> device_id=int(os.environ["DEVICE_ID"]))
>>> 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 = Model()
>>> model.train()
>>> model.train()
>>> profiler.analyse()
>>> profiler.analyse()
...
...
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