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jackroos / VL-BERT

Code for ICLR 2020 paper "VL-BERT: Pre-training of Generic Visual-Linguistic Representations".
MIT License
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THCudaCheck FAIL #46

Closed tejas1995 closed 4 years ago

tejas1995 commented 4 years ago

I am trying to train VL-BERT for RefCOCO+ (python refcoco/train_end2end.py --cfg cfgs/refcoco/base_detected_regions_4x16G.yaml). However, I am getting the following CUDA-related error.

THCudaCheck FAIL file=/project/ocean/tsriniva/VL-BERT/common/lib/roi_pooling/cuda/ROIAlign_cuda.cu line=297 error=98 : invalid device function
Traceback (most recent call last):
  File "refcoco/train_end2end.py", line 60, in <module>
    main()
  File "refcoco/train_end2end.py", line 54, in main
    rank, model = train_net(args, config)
  File "/project/ocean/tsriniva/VL-BERT/refcoco/../refcoco/function/train.py", line 323, in train_net
    gradient_accumulate_steps=config.TRAIN.GRAD_ACCUMULATE_STEPS)
  File "/project/ocean/tsriniva/VL-BERT/refcoco/../common/trainer.py", line 115, in train
    outputs, loss = net(*batch)
  File "/home/tsriniva/anaconda2/envs/vl-bert/lib/python3.6/site-packages/torch/nn/modules/module.py", line 550, in __call__
    result = self.forward(*input, **kwargs)
  File "/project/ocean/tsriniva/VL-BERT/refcoco/../common/module.py", line 22, in forward
    return self.train_forward(*inputs, **kwargs)
  File "/project/ocean/tsriniva/VL-BERT/refcoco/../refcoco/modules/resnet_vlbert_for_refcoco.py", line 96, in train_forward
    segms=None)
  File "/home/tsriniva/anaconda2/envs/vl-bert/lib/python3.6/site-packages/torch/nn/modules/module.py", line 550, in __call__
    result = self.forward(*input, **kwargs)
  File "/project/ocean/tsriniva/VL-BERT/refcoco/../common/fast_rcnn.py", line 149, in forward
    roi_align_res = self.roi_align(img_feats['body4'], rois).type(images.dtype)
  File "/home/tsriniva/anaconda2/envs/vl-bert/lib/python3.6/site-packages/torch/nn/modules/module.py", line 550, in __call__
    result = self.forward(*input, **kwargs)
  File "/project/ocean/tsriniva/VL-BERT/refcoco/../common/lib/roi_pooling/roi_align.py", line 69, in forward
    input.float(), rois.float(), self.output_size, self.spatial_scale, self.sampling_ratio
  File "/project/ocean/tsriniva/VL-BERT/refcoco/../common/lib/roi_pooling/roi_align.py", line 20, in forward
    input, rois, spatial_scale, output_size[0], output_size[1], sampling_ratio
RuntimeError: cuda runtime error (98) : invalid device function at /project/ocean/tsriniva/VL-BERT/common/lib/roi_pooling/cuda/ROIAlign_cuda.cu:297
Segmentation fault (core dumped)

Is there any fix for this?

jackroos commented 4 years ago

Could you provide version of your system, cuda, gcc, python and pytorch? Thank you!

tejas1995 commented 4 years ago

System version: Ubuntu 18.04.4 LTS (GNU/Linux 4.15.0-101-generic x86_64) Cuda: 10.0 gcc: 7.5.0 python: 3.6.10 pytorch: 1.1.0