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Functions131 in github.com/BJTU-MIMO/RIS_Channel_estimation_EDSR_MDSR

↓ 6 callersMethodget_model
(self)
__init__.py:56
↓ 6 callersMethodget_model
(self)
model/__init__.py:56
↓ 6 callersMethodstate_dict
(self, **kwargs)
__init__.py:62
↓ 6 callersMethodstep
(self)
loss/__init__.py:88
↓ 5 callersMethod__init__
(self, channel, reduction=16)
common.py:82
↓ 5 callersMethod__init__
(self, channel, reduction=16)
model/common.py:82
↓ 5 callersMethodload_state_dict
(self, state_dict, strict=False)
rcan.py:127
↓ 5 callersMethodstate_dict
(self, **kwargs)
model/__init__.py:62
↓ 4 callersFunctionfft_shrink
(H_shape, img_height, img_width)
func_forme.py:120
↓ 3 callersMethod__init__
( self, conv, n_feat, kernel_size, reduction, bias=True, bn=False, act=nn.ReLU(True)
rcan.py:29
↓ 3 callersMethod__init__
( self, conv, n_feat, kernel_size, reduction, bias=True, bn=False, act=nn.ReLU(True)
model/rcan.py:29
↓ 3 callersFunctioncombine_dataset
(x_train_one)
func_forme.py:39
↓ 3 callersMethodload
(self, apath, pre_train='.', resume=-1, cpu=False)
__init__.py:84
↓ 3 callersMethodload_state_dict
(self, state_dict, strict=False)
model/rcan.py:127
↓ 3 callersMethodtic
(self)
utility.py:24
↓ 2 callersMethodhold
(self)
utility.py:30
↓ 2 callersFunctionifft_tensor
(H_shape)
func_forme.py:193
↓ 2 callersFunctionreal_imag_stack
(H, img_height, img_width)
func_forme.py:172
↓ 2 callersMethodrelease
(self)
utility.py:33
↓ 2 callersMethodwrite_log
(self, log, refresh=False)
utility.py:95
↓ 1 callersFunctionadd_noise1
(input, SNR, img_sr_height, img_width)
func_forme.py:146
↓ 1 callersFunctionadd_noise_improve
(input, SNRlow, SNRhign, img_sr_height, img_width)
func_forme.py:131
↓ 1 callersFunctioncalcu_Nmse
(sr, hr, img_height, img_width)
func_forme.py:207
↓ 1 callersFunctioncompute_NMSE
(H, H_pre)
func_forme.py:184
↓ 1 callersMethoddisplay_loss
(self, batch)
loss/__init__.py:99
↓ 1 callersMethoddone
(self)
utility.py:102
↓ 1 callersMethodend_log
(self, n_batches)
loss/__init__.py:96
↓ 1 callersMethodforward_chop
(self, x, shave=10, min_size=160000)
__init__.py:115
↓ 1 callersMethodforward_chop
(self, x, shave=10, min_size=160000)
model/__init__.py:115
↓ 1 callersMethodforward_x8
(self, x, forward_function)
__init__.py:156
↓ 1 callersMethodforward_x8
(self, x, forward_function)
model/__init__.py:156
↓ 1 callersMethodget_loss_module
(self)
loss/__init__.py:121
↓ 1 callersFunctionhead_trans_h
(lr, img_height, img_width, img_sr_height)
func_forme.py:106
↓ 1 callersFunctionhead_trans_l
(lr, img_height, img_width, img_sr_height)
func_forme.py:88
↓ 1 callersMethodload
(self, apath, pre_train='.', resume=-1, cpu=False)
model/__init__.py:84
↓ 1 callersMethodload
(self, apath, cpu=False)
loss/__init__.py:131
↓ 1 callersMethodplot_loss
(self, apath, epoch)
loss/__init__.py:107
↓ 1 callersMethodplot_psnr
(self, epoch)
utility.py:105
↓ 1 callersMethodprepare
(self, l, volatile=False)
trainer.py:153
↓ 1 callersFunctionreshape
(x_train_one, img_height, img_width, img_sr_height)
func_forme.py:7
↓ 1 callersMethodset_scale
(self, idx_scale)
mdsr.py:66
↓ 1 callersMethodset_scale
(self, idx_scale)
model/mdsr.py:66
↓ 1 callersMethodstart_log
(self)
loss/__init__.py:93
↓ 1 callersMethodstate_dict
(self, *args, **kwargs)
loss/adversarial.py:77
↓ 1 callersMethodterminate
(self)
trainer.py:162
↓ 1 callersMethodtoc
(self)
utility.py:27
↓ 1 callersMethodtrain
(self)
trainer.py:44
Method__init__
(self, channel, reduction=16)
rcan.py:11
Method__init__
(self, conv, n_feat, kernel_size, reduction, act, res_scale, n_resblocks)
rcan.py:52
Method__init__
(self, args, conv=common.default_conv)
rcan.py:69
Method__init__
(self)
utility.py:20
Method__init__
(self, args)
utility.py:44
Method__init__
(self, args, ckp)
__init__.py:9
Method__init__
(self, rgb_range, rgb_mean, rgb_std, sign=-1)
common.py:15
Method__init__
(self, in_channels, out_channels, kernel_size, stride=1, bias=False, bn=True, act=nn.ReLU(True))
common.py:26
Method__init__
(self, conv, n_feat, kernel_size, bias=True, bn=False, act=nn.ReLU(True), res_scale=1)
common.py:38
Method__init__
(self, conv, scale, n_feat, bn=False, act=False, bias=True)
common.py:56
Method__init__
(self, conv, n_feat, kernel_size, reduction, bias=True, bn=False, act=nn.ReLU(True), res_scale=1)
common.py:100
Method__init__
(self, args, conv=common.default_conv)
edsr.py:10
Method__init__
(self, args, conv=common.default_conv)
mdsr.py:9
Method__init__
(self, args, loader, my_model, my_loss, ckp)
trainer.py:19
Method__init__
(self, args)
data_fortrain/__init__.py:9
Method__init__
(self, channel, reduction=16)
model/rcan.py:11
Method__init__
(self, conv, n_feat, kernel_size, reduction, act, res_scale, n_resblocks)
model/rcan.py:52
Method__init__
(self, args, conv=common.default_conv)
model/rcan.py:69
Method__init__
(self, args, ckp)
model/__init__.py:9
Method__init__
(self, rgb_range, rgb_mean, rgb_std, sign=-1)
model/common.py:15
Method__init__
(self, in_channels, out_channels, kernel_size, stride=1, bias=False, bn=True, act=nn.ReLU(True))
model/common.py:26
Method__init__
(self, conv, n_feat, kernel_size, bias=True, bn=False, act=nn.ReLU(True), res_scale=1)
model/common.py:38
Method__init__
(self, conv, scale, n_feat, bn=False, act=False, bias=True)
model/common.py:56
Method__init__
(self, conv, n_feat, kernel_size, reduction, bias=True, bn=False, act=nn.ReLU(True), res_scale=1)
model/common.py:100
Method__init__
(self, args, conv=common.default_conv)
model/edsr.py:10
Method__init__
(self, args, conv=common.default_conv)
model/mdsr.py:9
Method__init__
(self, args, gan_type='GAN')
loss/discriminator.py:6
Method__init__
(self, args, ckp)
loss/__init__.py:17
Method__init__
(self, conv_index, rgb_range=1)
loss/vgg.py:10
Method__init__
(self, args, gan_type)
loss/adversarial.py:12
Method_forward
(x)
loss/vgg.py:25
Method_make_dir
(path)
utility.py:65
Method_prepare
(tensor)
trainer.py:156
Method_transform
(v, op)
__init__.py:157
Method_transform
(v, op)
model/__init__.py:157
Methodadd_log
(self, log)
utility.py:92
Functioncalc_psnr
(sr, hr, scale, rgb_range, benchmark=False)
utility.py:153
Functiondefault_conv
(in_channels, out_channels, kernel_size, bias=True)
common.py:8
Functiondefault_conv
(in_channels, out_channels, kernel_size, bias=True)
model/common.py:8
Functiondownsampling
(H, idx_scale, img_height, img_width)
func_forme.py:80
Functionfft_reshape
(H_shape, img_height, img_width)
func_forme.py:22
Methodforward
(self, x)
rcan.py:21
Methodforward
(self, x)
rcan.py:43
Methodforward
(self, x)
rcan.py:62
Methodforward
(self, x)
rcan.py:115
Methodforward
(self, x, idx_scale)
__init__.py:38
Methodforward
(self, x)
common.py:48
Methodforward
(self, x)
common.py:92
Methodforward
(self, x)
common.py:111
Methodforward
(self, x)
edsr.py:46
Methodforward
(self, x)
mdsr.py:52
Methodforward
(self, x)
model/rcan.py:21
Methodforward
(self, x)
model/rcan.py:43
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