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mindspore 静态图使用 Dropout
报错
Hardware Environment / 硬件环境:GPU
Software Environment / 软件环境 (Mandatory / 必填):
-- MindSpore version : 2.2.13
-- Python version : 3.9.19
-- OS platform and distribution : Ubuntu 20.04.6 LTS
Excute Mode / 执行模式 (Mandatory / 必填):Graph
MindNLP
1.git clone https://github.com/mindspore-lab/mindnlp.git
2.cd mindnlp/llm/parallel/convbert
3.python train.py
训练脚本启动失败
Building prefix dict from the default dictionary ...
Loading model from cache /tmp/jieba.cache
Loading model cost 0.619 seconds.
Prefix dict has been built successfully.
The following parameters in checkpoint files are not loaded:
['embeddings.position_ids']
The following parameters in models are missing parameter:
['qa_outputs.weight', 'qa_outputs.bias']
[ERROR] PIPELINE(3792830,7fd2f04f54c0,python):2024-04-12-21:42:20.160.153 [mindspore/ccsrc/pipeline/jit/ps/fallback.cc:494] GeneratePyExecuteNodeWithScriptSrc] Not found PyExecute input. script: out, _ = dropout_op(input)
Traceback (most recent call last):
File "/home/daiyuxin/neoming_convbert/dev/mindnlp/llm/parallel/convbert/train.py", line 104, in <module>
main(args)
File "/home/daiyuxin/neoming_convbert/dev/mindnlp/llm/parallel/convbert/train.py", line 69, in main
model.build(ds, epoch=args.num_epochs)
File "/home/daiyuxin/miniconda3/envs/neoming_convbert/lib/python3.9/site-packages/mindspore/train/model.py", line 1274, in build
self._init(train_dataset, valid_dataset, sink_size, epoch)
File "/home/daiyuxin/miniconda3/envs/neoming_convbert/lib/python3.9/site-packages/mindspore/train/model.py", line 529, in _init
train_network.compile(*inputs)
File "/home/daiyuxin/miniconda3/envs/neoming_convbert/lib/python3.9/site-packages/mindspore/nn/cell.py", line 997, in compile
_cell_graph_executor.compile(self, phase=self.phase,
File "/home/daiyuxin/miniconda3/envs/neoming_convbert/lib/python3.9/site-packages/mindspore/common/api.py", line 1547, in compile
result = self._graph_executor.compile(obj, args, kwargs, phase, self._use_vm_mode())
RuntimeError: In the inputs of operation 'getitem', there are unsupported syntax in graph mode. Those codes would be fallen back to python interpreter, which is not supported for operation 'getitem'.
----------------------------------------------------
- C++ Call Stack: (For framework developers)
----------------------------------------------------
mindspore/ccsrc/frontend/operator/composite/multitype_funcgraph.cc:194 PrintMatchFailLog
----------------------------------------------------
- The Traceback of Net Construct Code:
----------------------------------------------------
# 0 In file /home/daiyuxin/miniconda3/envs/neoming_convbert/lib/python3.9/site-packages/mindspore/train/dataset_helper.py:103
return self.network(*outputs)
^
# 1 In file /home/daiyuxin/miniconda3/envs/neoming_convbert/lib/python3.9/site-packages/mindspore/nn/wrap/cell_wrapper.py:417
if not self.sense_flag:
# 2 In file /home/daiyuxin/miniconda3/envs/neoming_convbert/lib/python3.9/site-packages/mindspore/nn/wrap/cell_wrapper.py:418
return self._no_sens_impl(*inputs)
^
# 3 In file /home/daiyuxin/miniconda3/envs/neoming_convbert/lib/python3.9/site-packages/mindspore/nn/wrap/cell_wrapper.py:437
if self.return_grad:
# 4 In file /home/daiyuxin/miniconda3/envs/neoming_convbert/lib/python3.9/site-packages/mindspore/nn/wrap/cell_wrapper.py:433
loss = self.network(*inputs)
^
# 5 In file /home/daiyuxin/neoming_convbert/dev/mindnlp/llm/parallel/convbert/train.py:42
output = self._backbone(
# 6 In file /home/daiyuxin/miniconda3/envs/neoming_convbert/lib/python3.9/site-packages/mindnlp/transformers/models/convbert/graph_convbert.py:576
outputs = self.convbert(
# 7 In file /home/daiyuxin/miniconda3/envs/neoming_convbert/lib/python3.9/site-packages/mindnlp/transformers/models/convbert/graph_convbert.py:543
hidden_states = self.encoder(
# 8 In file /home/daiyuxin/miniconda3/envs/neoming_convbert/lib/python3.9/site-packages/mindnlp/transformers/models/convbert/graph_convbert.py:543
hidden_states = self.encoder(
^
# 9 In file /home/daiyuxin/miniconda3/envs/neoming_convbert/lib/python3.9/site-packages/mindnlp/transformers/models/convbert/graph_convbert.py:485
for i, layer_cell in enumerate(self.layer):
^
# 10 In file /home/daiyuxin/miniconda3/envs/neoming_convbert/lib/python3.9/site-packages/mindnlp/transformers/models/convbert/graph_convbert.py:487
layer_outputs = layer_cell(
# 11 In file /home/daiyuxin/miniconda3/envs/neoming_convbert/lib/python3.9/site-packages/mindnlp/transformers/models/convbert/graph_convbert.py:444
self_attention_outputs = self.attention(
# 12 In file /home/daiyuxin/miniconda3/envs/neoming_convbert/lib/python3.9/site-packages/mindnlp/transformers/models/convbert/graph_convbert.py:380
self_outputs = self.self(
# 13 In file /home/daiyuxin/miniconda3/envs/neoming_convbert/lib/python3.9/site-packages/mindnlp/transformers/models/convbert/graph_convbert.py:297
attention_probs = ops.dropout(attention_probs, p=self.dropout_p)
^
# 14 In file /home/daiyuxin/miniconda3/envs/neoming_convbert/lib/python3.9/site-packages/mindspore/ops/function/nn_func.py:1287
if training is False:
^
# 15 In file /home/daiyuxin/miniconda3/envs/neoming_convbert/lib/python3.9/site-packages/mindspore/ops/function/nn_func.py:1293
out, _ = dropout_op(input)
^
(See file '/home/daiyuxin/neoming_convbert/dev/mindnlp/llm/parallel/convbert/rank_0/om/analyze_fail.ir' for more details. Get instructions about `analyze_fail.ir` at https://www.mindspore.cn/search?inputValue=analyze_fail.ir)
[WARNING] MD(3792830,7fd2f04f54c0,python):2024-04-12-21:42:23.473.235 [mindspore/ccsrc/minddata/dataset/engine/datasetops/data_queue_op.cc:163] ~DataQueueOp]
preprocess_batch: 3;
batch_queue: 0, 0, 3, 2, 2, 1, 16;
push_start_time -> push_end_time
2024-04-12-21:42:17.436.851 -> 2024-04-12-21:42:17.835.979
2024-04-12-21:42:17.836.002 -> 2024-04-12-21:42:17.836.285
2024-04-12-21:42:17.836.289 -> 2024-04-12-21:42:23.472.459
For more details, please refer to the FAQ at https://www.mindspore.cn/docs/en/master/faq/data_processing.html.
Please assign maintainer to check this issue.
请为此issue分配处理人。
@fangwenyi @chengxiaoli @Shawny
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您好,由于问题单没有回复,我们后续会关闭,如您仍有疑问,可以反馈下具体信息,并将ISSUE状态修改为WIP,我们这边会进一步跟踪,谢谢
您好,由于问题单没有回复,我们后续会关闭,如您仍有疑问,可以反馈下具体信息,并将ISSUE状态修改为WIP,我们这边会进一步跟踪,谢谢
该问题新版本已修复,可以尝试使用2.2以后的版本,或将 out, _ = dropout_op(input)改为取下标的方式如out = dropout_op(input)[0]
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