2021-11-29 11:36:30 +08:00
|
|
|
mindspore
|
|
|
|
|
=========
|
|
|
|
|
|
2022-02-11 09:07:57 +08:00
|
|
|
张量
|
2021-11-29 11:36:30 +08:00
|
|
|
------
|
|
|
|
|
|
2022-02-15 16:22:46 +08:00
|
|
|
.. mscnautosummary::
|
2021-11-29 11:36:30 +08:00
|
|
|
:toctree: mindspore
|
|
|
|
|
|
2021-12-04 20:36:47 +08:00
|
|
|
mindspore.Tensor
|
2022-02-25 17:24:38 +08:00
|
|
|
mindspore.COOTensor
|
|
|
|
|
mindspore.CSRTensor
|
2021-11-29 11:36:30 +08:00
|
|
|
mindspore.RowTensor
|
|
|
|
|
mindspore.SparseTensor
|
2021-12-04 20:36:47 +08:00
|
|
|
|
2022-02-11 09:07:57 +08:00
|
|
|
参数
|
2021-12-04 20:36:47 +08:00
|
|
|
---------
|
|
|
|
|
|
2022-02-15 16:22:46 +08:00
|
|
|
.. mscnautosummary::
|
2021-12-04 20:36:47 +08:00
|
|
|
:toctree: mindspore
|
|
|
|
|
|
|
|
|
|
mindspore.Parameter
|
|
|
|
|
mindspore.ParameterTuple
|
2021-11-29 11:36:30 +08:00
|
|
|
|
2022-02-11 09:07:57 +08:00
|
|
|
数据类型
|
2021-12-04 11:21:09 +08:00
|
|
|
--------
|
|
|
|
|
|
2022-02-15 16:22:46 +08:00
|
|
|
.. mscnautosummary::
|
2021-12-04 11:21:09 +08:00
|
|
|
:toctree: mindspore
|
|
|
|
|
|
2021-12-04 20:36:47 +08:00
|
|
|
mindspore.dtype
|
2021-12-04 11:21:09 +08:00
|
|
|
mindspore.dtype_to_nptype
|
2021-12-04 20:36:47 +08:00
|
|
|
mindspore.issubclass_
|
2022-02-11 15:23:20 +08:00
|
|
|
mindspore.dtype_to_pytype
|
2021-12-04 11:21:09 +08:00
|
|
|
mindspore.pytype_to_dtype
|
2022-02-11 15:23:20 +08:00
|
|
|
mindspore.get_py_obj_dtype
|
2021-12-04 11:21:09 +08:00
|
|
|
|
2022-02-16 17:22:09 +08:00
|
|
|
随机种子
|
|
|
|
|
---------
|
2021-11-29 11:36:30 +08:00
|
|
|
|
2022-02-15 16:22:46 +08:00
|
|
|
.. mscnautosummary::
|
2021-11-29 11:36:30 +08:00
|
|
|
:toctree: mindspore
|
|
|
|
|
|
2021-12-04 20:36:47 +08:00
|
|
|
mindspore.set_seed
|
2022-02-11 15:23:20 +08:00
|
|
|
mindspore.get_seed
|
2021-11-29 11:36:30 +08:00
|
|
|
|
2022-05-09 15:43:12 +08:00
|
|
|
运行环境
|
|
|
|
|
---------
|
|
|
|
|
|
|
|
|
|
.. mscnautosummary::
|
|
|
|
|
:toctree: mindspore
|
|
|
|
|
|
2022-05-10 11:59:45 +08:00
|
|
|
mindspore.set_context
|
2022-05-09 15:43:12 +08:00
|
|
|
mindspore.get_context
|
|
|
|
|
mindspore.set_auto_parallel_context
|
2022-05-10 11:59:45 +08:00
|
|
|
mindspore.get_auto_parallel_context
|
|
|
|
|
mindspore.reset_auto_parallel_context
|
2022-05-09 15:43:12 +08:00
|
|
|
mindspore.ParallelMode
|
2022-05-10 11:59:45 +08:00
|
|
|
mindspore.set_ps_context
|
|
|
|
|
mindspore.get_ps_context
|
|
|
|
|
mindspore.reset_ps_context
|
2022-05-11 10:06:02 +08:00
|
|
|
mindspore.set_algo_parameters
|
|
|
|
|
mindspore.get_algo_parameters
|
|
|
|
|
mindspore.reset_algo_parameters
|
2022-05-09 15:43:12 +08:00
|
|
|
|
2022-02-11 09:07:57 +08:00
|
|
|
模型
|
2021-12-04 20:36:47 +08:00
|
|
|
-----
|
2021-12-04 11:21:09 +08:00
|
|
|
|
2022-02-15 16:22:46 +08:00
|
|
|
.. mscnautosummary::
|
2021-12-04 11:21:09 +08:00
|
|
|
:toctree: mindspore
|
|
|
|
|
|
2021-12-04 20:36:47 +08:00
|
|
|
mindspore.Model
|
2021-12-04 11:21:09 +08:00
|
|
|
|
2022-05-10 11:59:45 +08:00
|
|
|
回调函数
|
|
|
|
|
---------
|
|
|
|
|
|
|
|
|
|
.. mscnautosummary::
|
|
|
|
|
:toctree: mindspore
|
|
|
|
|
|
|
|
|
|
mindspore.Callback
|
|
|
|
|
mindspore.CheckpointConfig
|
2022-06-02 16:03:36 +08:00
|
|
|
mindspore.EarlyStopping
|
2022-05-10 11:59:45 +08:00
|
|
|
mindspore.History
|
|
|
|
|
mindspore.LambdaCallback
|
|
|
|
|
mindspore.LearningRateScheduler
|
|
|
|
|
mindspore.LossMonitor
|
|
|
|
|
mindspore.ModelCheckpoint
|
2022-06-02 16:03:36 +08:00
|
|
|
mindspore.ReduceLROnPlateau
|
2022-05-10 11:59:45 +08:00
|
|
|
mindspore.RunContext
|
|
|
|
|
mindspore.TimeMonitor
|
|
|
|
|
|
2022-02-16 17:22:09 +08:00
|
|
|
数据处理工具
|
2022-02-11 09:07:57 +08:00
|
|
|
-------------------
|
2021-11-29 11:36:30 +08:00
|
|
|
|
2022-02-15 16:22:46 +08:00
|
|
|
.. mscnautosummary::
|
2021-11-29 11:36:30 +08:00
|
|
|
:toctree: mindspore
|
|
|
|
|
|
2021-12-04 20:36:47 +08:00
|
|
|
mindspore.DatasetHelper
|
|
|
|
|
mindspore.connect_network_with_dataset
|
2021-11-29 11:36:30 +08:00
|
|
|
|
2022-05-10 11:59:45 +08:00
|
|
|
混合精度
|
2022-02-16 17:22:09 +08:00
|
|
|
--------------
|
2021-12-04 11:21:09 +08:00
|
|
|
|
2022-02-15 16:22:46 +08:00
|
|
|
.. mscnautosummary::
|
2021-12-04 11:21:09 +08:00
|
|
|
:toctree: mindspore
|
|
|
|
|
|
2021-12-04 20:36:47 +08:00
|
|
|
mindspore.LossScaleManager
|
2022-02-11 15:23:20 +08:00
|
|
|
mindspore.FixedLossScaleManager
|
|
|
|
|
mindspore.DynamicLossScaleManager
|
2022-05-10 11:59:45 +08:00
|
|
|
mindspore.build_train_network
|
2021-12-04 11:21:09 +08:00
|
|
|
|
2022-02-11 09:07:57 +08:00
|
|
|
序列化
|
|
|
|
|
-------
|
2021-11-29 11:36:30 +08:00
|
|
|
|
2022-02-15 16:22:46 +08:00
|
|
|
.. mscnautosummary::
|
2021-11-29 11:36:30 +08:00
|
|
|
:toctree: mindspore
|
|
|
|
|
|
2022-02-11 15:23:20 +08:00
|
|
|
mindspore.save_checkpoint
|
|
|
|
|
mindspore.load_checkpoint
|
|
|
|
|
mindspore.load_param_into_net
|
2021-12-02 16:53:32 +08:00
|
|
|
mindspore.export
|
2021-12-08 16:27:04 +08:00
|
|
|
mindspore.load
|
|
|
|
|
mindspore.parse_print
|
2022-02-11 15:23:20 +08:00
|
|
|
mindspore.build_searched_strategy
|
2021-11-29 11:36:30 +08:00
|
|
|
mindspore.merge_sliced_parameter
|
2022-02-11 15:23:20 +08:00
|
|
|
mindspore.load_distributed_checkpoint
|
2021-12-08 16:27:04 +08:00
|
|
|
mindspore.async_ckpt_thread_status
|
2022-03-15 17:35:01 +08:00
|
|
|
mindspore.restore_group_info_list
|
2021-11-29 11:36:30 +08:00
|
|
|
|
2022-05-10 11:59:45 +08:00
|
|
|
调试调优
|
|
|
|
|
----------
|
|
|
|
|
|
|
|
|
|
.. mscnautosummary::
|
|
|
|
|
:toctree: mindspore
|
|
|
|
|
|
|
|
|
|
mindspore.Profiler
|
|
|
|
|
mindspore.SummaryCollector
|
|
|
|
|
mindspore.SummaryLandscape
|
|
|
|
|
mindspore.SummaryRecord
|
|
|
|
|
mindspore.set_dump
|
|
|
|
|
|
2022-02-11 09:07:57 +08:00
|
|
|
即时编译
|
|
|
|
|
--------
|
2021-11-29 11:36:30 +08:00
|
|
|
|
2022-02-15 16:22:46 +08:00
|
|
|
.. mscnautosummary::
|
2021-11-29 11:36:30 +08:00
|
|
|
:toctree: mindspore
|
|
|
|
|
|
|
|
|
|
mindspore.ms_function
|
2022-03-16 14:43:44 +08:00
|
|
|
mindspore.ms_class
|
2022-05-18 09:38:09 +08:00
|
|
|
mindspore.mutable
|
2021-11-29 11:36:30 +08:00
|
|
|
|
2022-02-11 09:07:57 +08:00
|
|
|
日志
|
|
|
|
|
----
|
2021-11-29 11:36:30 +08:00
|
|
|
|
2022-02-15 16:22:46 +08:00
|
|
|
.. mscnautosummary::
|
2021-11-29 11:36:30 +08:00
|
|
|
:toctree: mindspore
|
|
|
|
|
|
2021-12-04 20:36:47 +08:00
|
|
|
mindspore.get_level
|
|
|
|
|
mindspore.get_log_config
|
2021-11-29 11:36:30 +08:00
|
|
|
|
2021-12-08 16:27:04 +08:00
|
|
|
|
2022-02-11 09:07:57 +08:00
|
|
|
安装验证
|
|
|
|
|
--------
|
2021-11-29 11:36:30 +08:00
|
|
|
|
2022-02-15 16:22:46 +08:00
|
|
|
.. mscnautosummary::
|
2021-11-29 11:36:30 +08:00
|
|
|
:toctree: mindspore
|
|
|
|
|
|
2021-12-04 20:36:47 +08:00
|
|
|
mindspore.run_check
|
2022-02-11 17:34:24 +08:00
|
|
|
|
2022-05-10 11:59:45 +08:00
|
|
|
内存回收
|
|
|
|
|
----------
|
2022-02-11 17:34:24 +08:00
|
|
|
|
2022-02-15 16:22:46 +08:00
|
|
|
.. mscnautosummary::
|
2022-02-11 17:34:24 +08:00
|
|
|
:toctree: mindspore
|
|
|
|
|
|
2022-05-10 11:59:45 +08:00
|
|
|
mindspore.ms_memory_recycle
|
2022-02-11 17:34:24 +08:00
|
|
|
|
2022-05-10 11:59:45 +08:00
|
|
|
二阶优化
|
2022-02-11 17:34:24 +08:00
|
|
|
----------
|
|
|
|
|
|
2022-02-15 16:22:46 +08:00
|
|
|
.. mscnautosummary::
|
2022-02-11 17:34:24 +08:00
|
|
|
:toctree: mindspore
|
|
|
|
|
|
2022-05-10 11:59:45 +08:00
|
|
|
mindspore.ConvertModelUtils
|
|
|
|
|
mindspore.ConvertNetUtils
|
