delete fluid
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@ -19,7 +19,6 @@ from __future__ import print_function
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import paddle
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import paddle
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from paddle import nn
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from paddle import nn
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from .det_basic_loss import DiceLoss
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from .det_basic_loss import DiceLoss
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import paddle.fluid as fluid
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import numpy as np
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import numpy as np
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@ -27,9 +26,7 @@ class SASTLoss(nn.Layer):
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"""
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"""
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"""
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"""
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def __init__(self,
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def __init__(self, eps=1e-6, **kwargs):
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eps=1e-6,
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**kwargs):
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super(SASTLoss, self).__init__()
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super(SASTLoss, self).__init__()
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self.dice_loss = DiceLoss(eps=eps)
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self.dice_loss = DiceLoss(eps=eps)
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@ -53,10 +50,12 @@ class SASTLoss(nn.Layer):
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score_loss = 1.0 - 2 * intersection / (union + 1e-5)
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score_loss = 1.0 - 2 * intersection / (union + 1e-5)
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#border loss
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#border loss
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l_border_split, l_border_norm = paddle.split(l_border, num_or_sections=[4, 1], axis=1)
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l_border_split, l_border_norm = paddle.split(
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l_border, num_or_sections=[4, 1], axis=1)
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f_border_split = f_border
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f_border_split = f_border
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border_ex_shape = l_border_norm.shape * np.array([1, 4, 1, 1])
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border_ex_shape = l_border_norm.shape * np.array([1, 4, 1, 1])
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l_border_norm_split = paddle.expand(x=l_border_norm, shape=border_ex_shape)
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l_border_norm_split = paddle.expand(
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x=l_border_norm, shape=border_ex_shape)
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l_border_score = paddle.expand(x=l_score, shape=border_ex_shape)
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l_border_score = paddle.expand(x=l_score, shape=border_ex_shape)
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l_border_mask = paddle.expand(x=l_mask, shape=border_ex_shape)
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l_border_mask = paddle.expand(x=l_mask, shape=border_ex_shape)
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@ -72,7 +71,8 @@ class SASTLoss(nn.Layer):
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(paddle.sum(l_border_score * l_border_mask) + 1e-5)
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(paddle.sum(l_border_score * l_border_mask) + 1e-5)
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#tvo_loss
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#tvo_loss
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l_tvo_split, l_tvo_norm = paddle.split(l_tvo, num_or_sections=[8, 1], axis=1)
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l_tvo_split, l_tvo_norm = paddle.split(
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l_tvo, num_or_sections=[8, 1], axis=1)
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f_tvo_split = f_tvo
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f_tvo_split = f_tvo
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tvo_ex_shape = l_tvo_norm.shape * np.array([1, 8, 1, 1])
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tvo_ex_shape = l_tvo_norm.shape * np.array([1, 8, 1, 1])
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l_tvo_norm_split = paddle.expand(x=l_tvo_norm, shape=tvo_ex_shape)
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l_tvo_norm_split = paddle.expand(x=l_tvo_norm, shape=tvo_ex_shape)
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@ -91,7 +91,8 @@ class SASTLoss(nn.Layer):
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(paddle.sum(l_tvo_score * l_tvo_mask) + 1e-5)
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(paddle.sum(l_tvo_score * l_tvo_mask) + 1e-5)
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#tco_loss
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#tco_loss
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l_tco_split, l_tco_norm = paddle.split(l_tco, num_or_sections=[2, 1], axis=1)
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l_tco_split, l_tco_norm = paddle.split(
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l_tco, num_or_sections=[2, 1], axis=1)
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f_tco_split = f_tco
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f_tco_split = f_tco
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tco_ex_shape = l_tco_norm.shape * np.array([1, 2, 1, 1])
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tco_ex_shape = l_tco_norm.shape * np.array([1, 2, 1, 1])
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l_tco_norm_split = paddle.expand(x=l_tco_norm, shape=tco_ex_shape)
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l_tco_norm_split = paddle.expand(x=l_tco_norm, shape=tco_ex_shape)
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@ -109,7 +110,6 @@ class SASTLoss(nn.Layer):
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tco_loss = paddle.sum(tco_out_loss * l_tco_score * l_tco_mask) / \
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tco_loss = paddle.sum(tco_out_loss * l_tco_score * l_tco_mask) / \
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(paddle.sum(l_tco_score * l_tco_mask) + 1e-5)
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(paddle.sum(l_tco_score * l_tco_mask) + 1e-5)
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# total loss
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# total loss
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tvo_lw, tco_lw = 1.5, 1.5
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tvo_lw, tco_lw = 1.5, 1.5
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score_lw, border_lw = 1.0, 1.0
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score_lw, border_lw = 1.0, 1.0
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@ -24,7 +24,6 @@ import numpy as np
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import math
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import math
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import time
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import time
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import traceback
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import traceback
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import paddle.fluid as fluid
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import tools.infer.utility as utility
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import tools.infer.utility as utility
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from ppocr.postprocess import build_post_process
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from ppocr.postprocess import build_post_process
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@ -22,7 +22,6 @@ import cv2
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import numpy as np
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import numpy as np
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import time
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import time
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import sys
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import sys
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import paddle
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import tools.infer.utility as utility
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import tools.infer.utility as utility
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from ppocr.utils.logging import get_logger
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from ppocr.utils.logging import get_logger
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@ -23,7 +23,6 @@ import numpy as np
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import math
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import math
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import time
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import time
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import traceback
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import traceback
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import paddle.fluid as fluid
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import tools.infer.utility as utility
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import tools.infer.utility as utility
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from ppocr.postprocess import build_post_process
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from ppocr.postprocess import build_post_process
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@ -131,7 +131,7 @@ def check_gpu(use_gpu):
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"model on CPU"
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"model on CPU"
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try:
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try:
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if use_gpu and not paddle.fluid.is_compiled_with_cuda():
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if use_gpu and not paddle.is_compiled_with_cuda():
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print(err)
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print(err)
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sys.exit(1)
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sys.exit(1)
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except Exception as e:
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except Exception as e:
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