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Notes on linking with C/C++ libraries with gcc/g++ when building an
existing project.
                                                -- Iain Murray, 2015.


There are at least three things that can go wrong when trying to link
with a library that is in a non-standard location on your machine:

1. The compiler can't find the .h header files.
2. The linker can't find the library's binary .a or .so files.

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cat /usr/local/cuda/version.txt
nvcc --version
cat /usr/local/cuda/include/cudnn.h | grep CUDNN_MAJOR -A 2
or
cat /usr/include/cudnn.h | grep CUDNN_MAJOR -A 2

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import os
import traceback
import time
import xml.etree.ElementTree as ET

import torch
from torch.utils.data import Dataset

from data.utils import filter_by_shape, extend_bbox, image_channel_mean, bbox_to_quad
from data.transforms import TransformCrop, TransformPad, BinarizerWeightGeneration

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name: "LSTM"
input: "data"
input_shape { dim: 320 dim: 1 }
input: "clip"
input_shape { dim: 320 dim: 1 }
input: "label"
input_shape { dim: 320 dim: 1 }
layer {
  name: "Silence"
  type: "Silence"

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name : "DECODER"

input: "sample_gt_label_input"
input_shape { dim: 1 dim: 1 }
 
input2: "sample_gt_cont"
input_shape { dim: 1 dim: 1 }
 

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input: "decoder"
input_shape { dim: 1 dim: 1 dim: 256 }
input: "sample_gt_cont"
input_shape { dim: 1 dim: 1 }
input: "sample_gt_label_input"
input_shape { dim: 1 dim: 1 }



layer {

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name: "PVANET"

input: "data"
input_shape { dim: 1 dim: 3 dim: 512 dim: 512 }
input: "fcn_th"
input_shape { dim: 1 dim: 1 }


################################################################################
## Convolution

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name: "PVANET"

layer {
  type: "YOU DATA LAYER"
  top: "mask_gt" ### 2 * 640 * 640 * 1 ### mask for text/non-text segmentation 
  top: "mask_iou_angle" ### 1 * 640 * 640 * 5 ### iou with 4 channels and angle with one channel
  top: "gt_bbox" ### N * 8 ### grounding truth boxes for text (for computing loss)
  top: "ignore_bbox" ### N * 8 ### grounding truth boxes for text (for ignoring)
}

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void CropAndResizePerBox(
    const float * image_data,
    const int batch_size,
    const int depth,
    const int image_height,
    const int image_width,

    const float * boxes_data,
    const int * box_index_data,
    const int start_box,

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/* ex: set ts=4: */
/*
 based on code from http://www.progressive-coding.com/tutorial.php?id=3#end
 ---------------------------------------------------------------------------
 Copyright (c) 2007-2010, Laurent Haan, Luxembourg, LU. All rights reserved.
 
 LICENSE TERMS
 
 The redistribution and use of this software (with or without changes)
 is allowed without the payment of fees or royalties provided that: