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LLaMA 70B 24个节点训练,出现Exec Graph Failed

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创建于  
2024-05-13 11:16

分布式训练参数为DP=6, TP=8, PP=4,mindformers mindformers r1.0版本

[WARNING] DISTRIBUTED(49,ffffa68ec1c0,python):2024-05-11-14:05:27.362.881 [mindspore/ccsrc/distributed/collective/collective_manager.cc:220] CreateCommunicationGroup] Start to create communication group: 4-5042664273772422699 [const vector]{0, 48, 96, 144}
[WARNING] DISTRIBUTED(49,ffffa68ec1c0,python):2024-05-11-14:05:27.501.955 [mindspore/ccsrc/distributed/collective/collective_manager.cc:220] CreateCommunicationGroup] Start to create communication group: 4-5042664273772422699backward [const vector]{0, 48, 96, 144}
[WARNING] DISTRIBUTED(49,ffffa68ec1c0,python):2024-05-11-14:05:29.631.692 [mindspore/ccsrc/distributed/collective/collective_manager.cc:220] CreateCommunicationGroup] Start to create communication group: 48-4265225556798242533 [const vector]{[0]:{0}, [1]:{1}, [2]:{2}, [3]:{3}, [4]:{4}, [5]:{5}, [6]:{6}, [7]:{7}, [8]:{8}, [9]:{9}, [10]:{10}, [11]:{11}, [12]:{12}, [13]:{13}, [14]:{14}, [15]:{15}, [16]:{16}, [17]:{17}, [18]:{18}, [19]:{19}, [20]:{20}, [21]:{21}, [22]:{22}, [23]:{23}, [24]:{24}, [25]:{25}, [26]:{26}, [27]:{27}, [28]:{28}, [29]:{29}, [30]:{30}, [31]:{31}, [32]:{32}, [33]:{33}, [34]:{34}, [35]:{35}, [36]:{36}, [37]:{37}, [38]:{38}, [39]:{39}, [40]:{40}, [41]:{41}, [42]:{42}, [43]:{43}, [44]:{44}, [45]:{45}, [46]:{46}, [47]:{47}}
[WARNING] DISTRIBUTED(49,ffffa68ec1c0,python):2024-05-11-14:05:29.740.958 [mindspore/ccsrc/distributed/collective/collective_manager.cc:220] CreateCommunicationGroup] Start to create communication group: 8-12158923167718251343 [const vector]{0, 1, 2, 3, 4, 5, 6, 7}
[WARNING] DISTRIBUTED(49,ffffa68ec1c0,python):2024-05-11-14:05:29.835.374 [mindspore/ccsrc/distributed/collective/collective_manager.cc:220] CreateCommunicationGroup] Start to create communication group: 6-459793778647030493 [const vector]{0, 8, 16, 24, 32, 40}
[WARNING] PARALLEL(49,ffffa68ec1c0,python):2024-05-11-14:05:32.614.529 [mindspore/ccsrc/frontend/parallel/step_parallel.cc:2297] GetSensLossPairs] Can not find the loss cnode
[WARNING] RUNTIME_FRAMEWORK(49,ffffa68ec1c0,python):2024-05-11-14:13:59.450.259 [mindspore/ccsrc/runtime/graph_scheduler/control_node_parser.cc:552] FetchInputNodeByNode] Empty abstract for node:ValueNode<FuncGraph> Send1_13206
[WARNING] RUNTIME_FRAMEWORK(49,ffffa68ec1c0,python):2024-05-11-14:13:59.468.569 [mindspore/ccsrc/runtime/graph_scheduler/control_node_parser.cc:2088] ParseAllRealParameterByFormalParameter] Invalid formal parameter:@61589_61158_60727_22263_22227_22072_✓3↓mindformers_wrapper_wrapper_MFPipelineWithLossScaleCell_construct_62000:param_u, maybe there is no call node for funcgraph:61589_61158_60727_22263_22227_22072_✓3↓mindformers_wrapper_wrapper_MFPipelineWithLossScaleCell_construct_62000
[WARNING] RUNTIME_FRAMEWORK(49,ffffa68ec1c0,python):2024-05-11-14:13:59.468.765 [mindspore/ccsrc/runtime/graph_scheduler/control_node_parser.cc:2088] ParseAllRealParameterByFormalParameter] Invalid formal parameter:@61589_61158_60727_22263_22227_22072_✓3↓mindformers_wrapper_wrapper_MFPipelineWithLossScaleCell_construct_62000:param_u, maybe there is no call node for funcgraph:61589_61158_60727_22263_22227_22072_✓3↓mindformers_wrapper_wrapper_MFPipelineWithLossScaleCell_construct_62000
[WARNING] RUNTIME_FRAMEWORK(49,ffffa68ec1c0,python):2024-05-11-14:14:00.485.909 [mindspore/ccsrc/runtime/graph_scheduler/control_node_parser.cc:1740] FetchDeviceContextByNode] Cannot find device context for call node:@61588_61157_60726_22262_22226_1_mindspore_train_dataset_helper__DataWrapper_construct_61996:13208{[0]: 13208} device contexts size:0 index:0
[WARNING] RUNTIME_FRAMEWORK(49,ffffa68ec1c0,python):2024-05-11-14:14:00.508.584 [mindspore/ccsrc/runtime/graph_scheduler/control_node_parser.cc:552] FetchInputNodeByNode] Empty abstract for node:ValueNode<FuncGraph> S
end1_13206
[WARNING] RUNTIME_FRAMEWORK(49,ffffa68ec1c0,python):2024-05-11-14:14:00.536.309 [mindspore/ccsrc/runtime/graph_scheduler/control_node_parser.cc:552] FetchInputNodeByNode] Empty abstract for node:ValueNode<FuncGraph> Send1_13206
[WARNING] RUNTIME_FRAMEWORK(49,ffffa68ec1c0,python):2024-05-11-14:14:01.056.956 [mindspore/ccsrc/runtime/graph_scheduler/control_node_parser.cc:552] FetchInputNodeByNode] Empty abstract for node:ValueNode<FuncGraph> Send1_13206
[ERROR] GE_ADPT(49,fffca7fff1e0,python):2024-05-11-14:22:11.908.529 [mindspore/ccsrc/transform/graph_ir/graph_runner.cc:397] RunGraphWithStreamAsync] Call GE RunGraphWithStreamAsync Failed, ret is: 4294967295
2024-05-11 14:23:11,916 - mindformers[mindformers/tools/cloud_adapter/cloud_monitor.py:43] - ERROR - Traceback (most recent call last):
  File "/workspace/alg-product/mindformers/scripts/mf_parallel0/mindformers/tools/cloud_adapter/cloud_monitor.py", line 34, in wrapper
    result = run_func(*args, **kwargs)
  File "/workspace/alg-product/mindformers/scripts/mf_parallel0/run_mindformer.py", line 147, in main
    create_task_trainer(config)
  File "/workspace/alg-product/mindformers/scripts/mf_parallel0/run_mindformer.py", line 86, in create_task_trainer
    trainer.train(config, is_full_config=True)
  File "/workspace/alg-product/mindformers/scripts/mf_parallel0/mindformers/trainer/causal_language_modeling/causal_language_modeling.py", line 97, in train
    self.training_process(
  File "/workspace/alg-product/mindformers/scripts/mf_parallel0/mindformers/trainer/base_trainer.py", line 763, in training_process
    model.train(config.runner_config.epochs, dataset,
  File "/root/miniconda3/envs/mindspore2.2.11_py39/lib/python3.9/site-packages/mindspore/train/model.py", line 1068, in train
    self._train(epoch,
  File "/root/miniconda3/envs/mindspore2.2.11_py39/lib/python3.9/site-packages/mindspore/train/model.py", line 114, in wrapper
    func(self, *args, **kwargs)
  File "/root/miniconda3/envs/mindspore2.2.11_py39/lib/python3.9/site-packages/mindspore/train/model.py", line 623, in _train
    self._train_dataset_sink_process(epoch, train_dataset, list_callback,
  File "/root/miniconda3/envs/mindspore2.2.11_py39/lib/python3.9/site-packages/mindspore/train/model.py", line 708, in _train_dataset_sink_process
    outputs = train_network(*inputs)
  File "/root/miniconda3/envs/mindspore2.2.11_py39/lib/python3.9/site-packages/mindspore/nn/cell.py", line 680, in __call__
    out = self.compile_and_run(*args, **kwargs)
  File "/root/miniconda3/envs/mindspore2.2.11_py39/lib/python3.9/site-packages/mindspore/nn/cell.py", line 1023, in compile_and_run
    return _cell_graph_executor(self, *new_args, phase=self.phase)
  File "/root/miniconda3/envs/mindspore2.2.11_py39/lib/python3.9/site-packages/mindspore/common/api.py", line 1589, in __call__
    return self.run(obj, *args, phase=phase)
  File "/root/miniconda3/envs/mindspore2.2.11_py39/lib/python3.9/site-packages/mindspore/common/api.py", line 1628, in run
    return self._exec_pip(obj, *args, phase=phase_real)
  File "/root/miniconda3/envs/mindspore2.2.11_py39/lib/python3.9/site-packages/mindspore/common/api.py", line 121, in wrapper
    results = fn(*arg, **kwargs)
  File "/root/miniconda3/envs/mindspore2.2.11_py39/lib/python3.9/site-packages/mindspore/common/api.py", line 1608, in _exec_pip
    return self._graph_executor(args, phase)
RuntimeError: Exec graph failed

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