2021-11-29 11:36:30 +08:00
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mindspore
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=========
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2022-11-24 16:58:30 +08:00
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数据表达
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---------
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2022-02-11 09:07:57 +08:00
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张量
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2022-11-24 16:58:30 +08:00
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^^^^^
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2021-11-29 11:36:30 +08:00
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2022-02-15 16:22:46 +08:00
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.. mscnautosummary::
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2021-11-29 11:36:30 +08:00
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:toctree: mindspore
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2021-12-04 20:36:47 +08:00
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mindspore.Tensor
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2022-02-25 17:24:38 +08:00
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mindspore.COOTensor
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mindspore.CSRTensor
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2021-11-29 11:36:30 +08:00
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mindspore.RowTensor
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mindspore.SparseTensor
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2021-12-04 20:36:47 +08:00
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2022-02-11 09:07:57 +08:00
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参数
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2022-11-24 16:58:30 +08:00
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^^^^^
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2021-12-04 20:36:47 +08:00
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2022-02-15 16:22:46 +08:00
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.. mscnautosummary::
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2021-12-04 20:36:47 +08:00
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:toctree: mindspore
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mindspore.Parameter
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mindspore.ParameterTuple
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2021-11-29 11:36:30 +08:00
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2022-02-11 09:07:57 +08:00
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数据类型
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2022-11-24 16:58:30 +08:00
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^^^^^^^^^
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2021-12-04 11:21:09 +08:00
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2022-02-15 16:22:46 +08:00
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.. mscnautosummary::
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2021-12-04 11:21:09 +08:00
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:toctree: mindspore
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2021-12-04 20:36:47 +08:00
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mindspore.dtype
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2021-12-04 11:21:09 +08:00
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mindspore.dtype_to_nptype
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2022-02-11 15:23:20 +08:00
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mindspore.dtype_to_pytype
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2021-12-04 11:21:09 +08:00
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mindspore.pytype_to_dtype
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2022-02-11 15:23:20 +08:00
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mindspore.get_py_obj_dtype
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2023-01-06 09:49:09 +08:00
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mindspore.QuantDtype
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2021-12-04 11:21:09 +08:00
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2022-05-09 15:43:12 +08:00
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运行环境
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---------
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.. mscnautosummary::
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:toctree: mindspore
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2022-05-10 11:59:45 +08:00
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mindspore.set_context
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2022-05-09 15:43:12 +08:00
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mindspore.get_context
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mindspore.set_auto_parallel_context
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2022-05-10 11:59:45 +08:00
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mindspore.get_auto_parallel_context
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mindspore.reset_auto_parallel_context
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2022-05-09 15:43:12 +08:00
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mindspore.ParallelMode
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2022-05-10 11:59:45 +08:00
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mindspore.set_ps_context
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mindspore.get_ps_context
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mindspore.reset_ps_context
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2022-05-11 10:06:02 +08:00
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mindspore.set_algo_parameters
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mindspore.get_algo_parameters
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mindspore.reset_algo_parameters
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2022-05-09 15:43:12 +08:00
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2022-11-24 16:58:30 +08:00
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随机种子
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---------
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2021-11-29 11:36:30 +08:00
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2022-02-15 16:22:46 +08:00
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.. mscnautosummary::
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2021-11-29 11:36:30 +08:00
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:toctree: mindspore
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2022-11-24 16:58:30 +08:00
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mindspore.set_seed
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mindspore.get_seed
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2021-11-29 11:36:30 +08:00
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2022-02-11 09:07:57 +08:00
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序列化
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-------
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2021-11-29 11:36:30 +08:00
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2022-02-15 16:22:46 +08:00
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.. mscnautosummary::
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2021-11-29 11:36:30 +08:00
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:toctree: mindspore
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2022-06-02 19:13:37 +08:00
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mindspore.async_ckpt_thread_status
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mindspore.build_searched_strategy
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mindspore.convert_model
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2021-12-02 16:53:32 +08:00
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mindspore.export
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2021-12-08 16:27:04 +08:00
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mindspore.load
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2022-06-02 19:13:37 +08:00
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mindspore.load_checkpoint
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2022-02-11 15:23:20 +08:00
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mindspore.load_distributed_checkpoint
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2022-06-02 19:13:37 +08:00
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mindspore.load_param_into_net
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2022-10-13 16:00:21 +08:00
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mindspore.merge_pipeline_strategys
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2022-06-02 19:13:37 +08:00
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mindspore.merge_sliced_parameter
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2022-10-21 11:10:23 +08:00
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mindspore.obfuscate_model
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2022-06-02 19:13:37 +08:00
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mindspore.parse_print
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2022-09-20 16:15:35 +08:00
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mindspore.rank_list_for_transform
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2022-03-15 17:35:01 +08:00
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mindspore.restore_group_info_list
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2022-06-02 19:13:37 +08:00
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mindspore.save_checkpoint
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2022-09-20 16:15:35 +08:00
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mindspore.transform_checkpoint_by_rank
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mindspore.transform_checkpoints
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2021-11-29 11:36:30 +08:00
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2022-11-24 16:58:30 +08:00
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自动微分
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----------------
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2022-05-10 11:59:45 +08:00
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.. mscnautosummary::
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:toctree: mindspore
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2022-11-24 16:58:30 +08:00
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mindspore.grad
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mindspore.value_and_grad
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2023-01-03 14:49:50 +08:00
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mindspore.get_grad
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2022-11-24 16:58:30 +08:00
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mindspore.jacfwd
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mindspore.jacrev
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mindspore.jvp
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mindspore.vjp
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并行优化
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---------
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自动向量化
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^^^^^^^^^^^
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.. mscnautosummary::
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:toctree: mindspore
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mindspore.vmap
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并行
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^^^^^
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.. mscnautosummary::
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:toctree: mindspore
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mindspore.shard
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2022-05-10 11:59:45 +08:00
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2022-02-11 09:07:57 +08:00
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即时编译
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--------
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2021-11-29 11:36:30 +08:00
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2022-02-15 16:22:46 +08:00
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.. mscnautosummary::
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2021-11-29 11:36:30 +08:00
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:toctree: mindspore
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2022-07-12 23:23:14 +08:00
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mindspore.JitConfig
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2022-10-18 09:01:45 +08:00
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mindspore.jit
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mindspore.jit_class
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2022-03-16 14:43:44 +08:00
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mindspore.ms_class
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2022-10-18 09:01:45 +08:00
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mindspore.ms_function
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2022-11-24 16:58:30 +08:00
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mindspore.ms_memory_recycle
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2022-05-18 09:38:09 +08:00
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mindspore.mutable
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2021-11-29 11:36:30 +08:00
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2022-11-24 16:58:30 +08:00
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工具
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-----
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数据处理工具
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^^^^^^^^^^^^^
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2021-11-29 11:36:30 +08:00
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2022-02-15 16:22:46 +08:00
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.. mscnautosummary::
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2021-11-29 11:36:30 +08:00
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:toctree: mindspore
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2022-11-24 16:58:30 +08:00
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mindspore.DatasetHelper
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mindspore.connect_network_with_dataset
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mindspore.data_sink
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2021-12-08 16:27:04 +08:00
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2022-11-24 16:58:30 +08:00
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调试调优
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^^^^^^^^^
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2021-11-29 11:36:30 +08:00
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2022-02-15 16:22:46 +08:00
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.. mscnautosummary::
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2021-11-29 11:36:30 +08:00
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:toctree: mindspore
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2022-11-24 16:58:30 +08:00
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mindspore.Profiler
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mindspore.SummaryCollector
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mindspore.SummaryLandscape
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mindspore.SummaryRecord
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mindspore.set_dump
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2022-02-11 17:34:24 +08:00
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2022-11-24 16:58:30 +08:00
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日志
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^^^^^
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2022-02-11 17:34:24 +08:00
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2022-02-15 16:22:46 +08:00
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.. mscnautosummary::
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2022-02-11 17:34:24 +08:00
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:toctree: mindspore
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2022-11-24 16:58:30 +08:00
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mindspore.get_level
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mindspore.get_log_config
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2022-02-11 17:34:24 +08:00
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2022-11-24 16:58:30 +08:00
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安装验证
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^^^^^^^^^
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2022-02-11 17:34:24 +08:00
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2022-02-15 16:22:46 +08:00
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.. mscnautosummary::
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2022-02-11 17:34:24 +08:00
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:toctree: mindspore
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2022-11-24 16:58:30 +08:00
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mindspore.run_check
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