Comments (2)
ccx1997
commented on August 17, 2024
Maybe you forget to set the right classes for data pre-processing or the model classifier.
In the pre-processing, CLASSES and CLASSES_VALID should be set in your case.
The VIEDataset gets classes and converts class indexes based on here.
The model classes is set here.
If the code is hard to read, you can optionally extract the core part (e.g. model part) and refer the data processor in modelscope, so that you are free to use GeoLayoutLM in your own architecture.
from advancedliteratemachinery.
aaaaaa111111a
commented on August 17, 2024
1,667.545 Total estimated model params size (MB)
/root/AdvancedLiterateMachinery/DocumentUnderstanding/GeoLayoutLM/3.10-geolayoutlm/lib/python3.10/site-packages/pytorch_lightning/callbacks/model_checkpoint.py:631: UserWarning: Checkpoint directory /root/AdvancedLiterateMachinery/DocumentUnderstanding/GeoLayoutLM/checkpoints exists and is not empty.
rank_zero_warn(f"Checkpoint directory {dirpath} exists and is not empty.")
/root/AdvancedLiterateMachinery/DocumentUnderstanding/GeoLayoutLM/3.10-geolayoutlm/lib/python3.10/site-packages/transformers/modeling_utils.py:881: FutureWarning: The device argument is deprecated and will be removed in v5 of Transformers.
warnings.warn(
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Traceback (most recent call last):
File "/root/AdvancedLiterateMachinery/DocumentUnderstanding/GeoLayoutLM/train.py", line 64, in
main()
File "/root/AdvancedLiterateMachinery/DocumentUnderstanding/GeoLayoutLM/train.py", line 60, in main
trainer.fit(pl_module, datamodule=data_module)
File "/root/AdvancedLiterateMachinery/DocumentUnderstanding/GeoLayoutLM/3.10-geolayoutlm/lib/python3.10/site-packages/pytorch_lightning/trainer/trainer.py", line 740, in fit
self._call_and_handle_interrupt(
File "/root/AdvancedLiterateMachinery/DocumentUnderstanding/GeoLayoutLM/3.10-geolayoutlm/lib/python3.10/site-packages/pytorch_lightning/trainer/trainer.py", line 685, in _call_and_handle_interrupt
return trainer_fn(*args, **kwargs)
File "/root/AdvancedLiterateMachinery/DocumentUnderstanding/GeoLayoutLM/3.10-geolayoutlm/lib/python3.10/site-packages/pytorch_lightning/trainer/trainer.py", line 777, in _fit_impl
self._run(model, ckpt_path=ckpt_path)
File "/root/AdvancedLiterateMachinery/DocumentUnderstanding/GeoLayoutLM/3.10-geolayoutlm/lib/python3.10/site-packages/pytorch_lightning/trainer/trainer.py", line 1199, in _run
self._dispatch()
File "/root/AdvancedLiterateMachinery/DocumentUnderstanding/GeoLayoutLM/3.10-geolayoutlm/lib/python3.10/site-packages/pytorch_lightning/trainer/trainer.py", line 1279, in _dispatch
self.training_type_plugin.start_training(self)
File "/root/AdvancedLiterateMachinery/DocumentUnderstanding/GeoLayoutLM/3.10-geolayoutlm/lib/python3.10/site-packages/pytorch_lightning/plugins/training_type/training_type_plugin.py", line 202, in start_training
self._results = trainer.run_stage()
File "/root/AdvancedLiterateMachinery/DocumentUnderstanding/GeoLayoutLM/3.10-geolayoutlm/lib/python3.10/site-packages/pytorch_lightning/trainer/trainer.py", line 1289, in run_stage
return self._run_train()
File "/root/AdvancedLiterateMachinery/DocumentUnderstanding/GeoLayoutLM/3.10-geolayoutlm/lib/python3.10/site-packages/pytorch_lightning/trainer/trainer.py", line 1311, in _run_train
self._run_sanity_check(self.lightning_module)
File "/root/AdvancedLiterateMachinery/DocumentUnderstanding/GeoLayoutLM/3.10-geolayoutlm/lib/python3.10/site-packages/pytorch_lightning/trainer/trainer.py", line 1375, in _run_sanity_check
self._evaluation_loop.run()
File "/root/AdvancedLiterateMachinery/DocumentUnderstanding/GeoLayoutLM/3.10-geolayoutlm/lib/python3.10/site-packages/pytorch_lightning/loops/base.py", line 145, in run
self.advance(*args, **kwargs)
File "/root/AdvancedLiterateMachinery/DocumentUnderstanding/GeoLayoutLM/3.10-geolayoutlm/lib/python3.10/site-packages/pytorch_lightning/loops/dataloader/evaluation_loop.py", line 110, in advance
dl_outputs = self.epoch_loop.run(dataloader, dataloader_idx, dl_max_batches, self.num_dataloaders)
File "/root/AdvancedLiterateMachinery/DocumentUnderstanding/GeoLayoutLM/3.10-geolayoutlm/lib/python3.10/site-packages/pytorch_lightning/loops/base.py", line 145, in run
self.advance(*args, **kwargs)
File "/root/AdvancedLiterateMachinery/DocumentUnderstanding/GeoLayoutLM/3.10-geolayoutlm/lib/python3.10/site-packages/pytorch_lightning/loops/epoch/evaluation_epoch_loop.py", line 122, in advance
output = self._evaluation_step(batch, batch_idx, dataloader_idx)
File "/root/AdvancedLiterateMachinery/DocumentUnderstanding/GeoLayoutLM/3.10-geolayoutlm/lib/python3.10/site-packages/pytorch_lightning/loops/epoch/evaluation_epoch_loop.py", line 217, in _evaluation_step
output = self.trainer.accelerator.validation_step(step_kwargs)
File "/root/AdvancedLiterateMachinery/DocumentUnderstanding/GeoLayoutLM/3.10-geolayoutlm/lib/python3.10/site-packages/pytorch_lightning/accelerators/accelerator.py", line 239, in validation_step
return self.training_type_plugin.validation_step(*step_kwargs.values())
File "/root/AdvancedLiterateMachinery/DocumentUnderstanding/GeoLayoutLM/3.10-geolayoutlm/lib/python3.10/site-packages/pytorch_lightning/plugins/training_type/training_type_plugin.py", line 219, in validation_step
return self.model.validation_step(*args, **kwargs)
File "/root/AdvancedLiterateMachinery/DocumentUnderstanding/GeoLayoutLM/3.10-geolayoutlm/lib/python3.10/site-packages/torch/utils/_contextlib.py", line 115, in decorate_context
return func(*args, **kwargs)
File "/root/AdvancedLiterateMachinery/DocumentUnderstanding/GeoLayoutLM/lightning_modules/geolayoutlm_vie_module.py", line 104, in validation_step
head_outputs, loss_dict = self.net(batch)
File "/root/AdvancedLiterateMachinery/DocumentUnderstanding/GeoLayoutLM/3.10-geolayoutlm/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1501, in _call_impl
return forward_call(*args, **kwargs)
File "/root/AdvancedLiterateMachinery/DocumentUnderstanding/GeoLayoutLM/model/geolayoutlm_vie.py", line 120, in forward
sequence_output, blk_vis_features, text_mm_feat, vis_mm_feat = self.geolayoutlm_model(
File "/root/AdvancedLiterateMachinery/DocumentUnderstanding/GeoLayoutLM/3.10-geolayoutlm/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1501, in _call_impl
return forward_call(*args, **kwargs)
File "/root/AdvancedLiterateMachinery/DocumentUnderstanding/GeoLayoutLM/bros/modeling_bros_convnext.py", line 90, in forward
outputs = self.text_encoder(
File "/root/AdvancedLiterateMachinery/DocumentUnderstanding/GeoLayoutLM/3.10-geolayoutlm/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1501, in _call_impl
return forward_call(*args, **kwargs)
File "/root/AdvancedLiterateMachinery/DocumentUnderstanding/GeoLayoutLM/bros/modeling_bros.py", line 1182, in forward
embedding_output = self.embeddings(
File "/root/AdvancedLiterateMachinery/DocumentUnderstanding/GeoLayoutLM/3.10-geolayoutlm/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1501, in _call_impl
return forward_call(*args, **kwargs)
File "/root/AdvancedLiterateMachinery/DocumentUnderstanding/GeoLayoutLM/bros/modeling_bros.py", line 270, in forward
embeddings += self._cal_spatial_position_embeddings(kwargs["line_bbox"])
File "/root/AdvancedLiterateMachinery/DocumentUnderstanding/GeoLayoutLM/bros/modeling_bros.py", line 205, in _cal_spatial_position_embeddings
h_position_embeddings = self.h_position_embeddings(
File "/root/AdvancedLiterateMachinery/DocumentUnderstanding/GeoLayoutLM/3.10-geolayoutlm/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1501, in _call_impl
return forward_call(*args, **kwargs)
File "/root/AdvancedLiterateMachinery/DocumentUnderstanding/GeoLayoutLM/3.10-geolayoutlm/lib/python3.10/site-packages/torch/nn/modules/sparse.py", line 162, in forward
return F.embedding(
File "/root/AdvancedLiterateMachinery/DocumentUnderstanding/GeoLayoutLM/3.10-geolayoutlm/lib/python3.10/site-packages/torch/nn/functional.py", line 2227, in embedding
return torch.embedding(weight, input, padding_idx, scale_grad_by_freq, sparse)
RuntimeError: CUDA error: device-side assert triggered
Compile with TORCH_USE_CUDA_DSA to enable device-side assertions.
试了小样本，共5类，可以跑通，大样本337类，就会出现上面的错误，是因为样本key太多了么
from advancedliteratemachinery.
Related Issues (20)
- The "test_data_path" for LISTER HOT 1
- Is it possible to fine-tune Geolayout LM only for entity labelling ? HOT 2
- Use RE pretrained model(funsd dataset) HOT 2
- Problems with H1, H2, and H3 calculations in the code in the paper HOT 1
- Did you guys share the pretraining code HOT 3
- tokenizer问题 HOT 4
- 能否公布VLPT-STD的测试代码和交叉注意力可视化代码？
- Final results' huge gap while using & not using pretrained weights? HOT 3
- Make cv_resnet50_ocr-detection-vlpt compatible for DocXchain
- some questions about embedding in the code and in the paper HOT 1
- LORE paper supplementary materials HOT 2
- LORE wtw模型逻辑位置预测准确率问题 HOT 10
- Lister converges extremely slow HOT 1
- What Features are Used in the Geometric Pre-training Tasks in GeoLayoutLM? HOT 5
- Problem with text layout detection HOT 1
- DocMaster HOT 1
- What the iou threshold in the F1 score of adjacency relationships is? HOT 1
- 如何调整batch_size，我的显存爆了 How to adjust batch_size, my video memory is full HOT 1
- Image Sizes and BBox Normalization
- 在服务器上运行时，多卡不能正常运行（我租了3块，只有一块在使用中），如何解决 HOT 1
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from advancedliteratemachinery.