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Functions526 in github.com/Picsart-AI-Research/MI-GAN

⨍ Functions 526◇ Types & classes 121
Method__call__
(self, element)
lib/data_factory/ds_ffhq.py:262
Method__call__
(self, path, element)
lib/data_factory/ds_ffhq.py:323
Method__call__
(self, element)
lib/data_factory/ds_ffhq.py:349
Method__call__
(self, path, element)
lib/data_factory/ds_places2.py:58
Method__call__
(self, path, element)
lib/data_factory/ds_places2.py:73
Method__call__
(self, element)
lib/data_factory/ds_places2.py:94
Method__call__
(self, element)
lib/data_factory/ds_places2.py:117
Method__call__
(self, element)
lib/data_factory/ds_places2.py:141
Method__call__
(self, element)
lib/data_factory/ds_places2.py:167
Method__call__
(self, element)
lib/data_factory/ds_places2.py:197
Method__call__
(self, cfg)
lib/data_factory/common/ds_base.py:69
Method__call__
Args: batch: [data, data] -or- [(data1, data2, ...), (data1, data2, ...)] This function will not be used as induction
lib/data_factory/common/ds_base.py:105
Method__call__
(self, cfg)
lib/data_factory/common/ds_formatter.py:19
Method__call__
(self, pipeline_cfg)
lib/data_factory/common/ds_loader.py:25
Method__call__
(self, element)
lib/data_factory/common/ds_loader.py:40
Method__delattr__
(self, name: str)
dnnlib/util.py:52
Method__enter__
(self)
torch_utils/misc.py:70
Method__enter__
(self)
dnnlib/util.py:72
Method__exit__
(self, exc_type: Any, exc_value: Any, traceback: Any)
dnnlib/util.py:75
Method__getattr__
(self, name: str)
dnnlib/util.py:43
Method__getitem__
r"""Convenience getter. `collector[name]` is a synonym for `collector.mean(name)`.
torch_utils/training_stats.py:226
Method__getitem__
(self, idx)
lib/data_factory/common/ds_base.py:38
Method__getitem__
(self, idx)
lib/data_factory/common/ds_loader.py:45
Method__getitem__
(self, index)
scripts/evaluate_fid_lpips.py:138
Method__init__
(self, dataset, rank=0, num_replicas=1, shuffle=True, seed=0, window_size=0.5)
torch_utils/misc.py:110
Method__init__
(self, *args, **kwargs)
torch_utils/persistence.py:103
Method__init__
(self, regex='.*', keep_previous=True)
torch_utils/training_stats.py:133
Method__init__
(self)
lib/cfg_helper.py:105
Method__init__
(self)
lib/cfg_helper.py:158
Method__init__
(self)
lib/cfg_helper.py:209
Method__init__
(self, cfg, **kwargs)
lib/utils.py:21
Method__init__
(self)
lib/cfg_holder.py:20
Method__init__
( self, device, G_synthesis, D, r1_gamma=10, G_encoder=None,
lib/experiments/loss.py:25
Method__init__
(self, device, G_mapping, G_synthesis, D, augment_pipe=None, style_mixing_prob=0.9, r1_gamma=10, pl_batch_shri
lib/experiments/comodgan_loss.py:23
Method__init__
(self, RANK, grid_size, batch_gpu, log_dir)
lib/experiments/comodgan_default.py:43
Method__init__
(self)
lib/experiments/comodgan_default.py:140
Method__init__
(self, RANK, grid_size, batch_gpu, log_dir)
lib/experiments/migan_default.py:44
Method__init__
(self)
lib/experiments/migan_default.py:133
Method__init__
(self, for_dataset='div2k', scale=2, rgb_range=1,
lib/evaluator/eva_psnr.py:9
Method__init__
(self)
lib/evaluator/eva_base.py:23
Method__init__
Args: sample_n, int, the total number of sample. used in distributed sync
lib/evaluator/eva_base.py:72
Method__init__
(self, pipeline)
lib/evaluator/eva_base.py:246
Method__init__
(self, net='alex', cuda=False, **dummy)
lib/evaluator/eva_lpips.py:12
Method__init__
(self, window_size=11,)
lib/evaluator/eva_ssim.py:80
Method__init__
(self, **dummy)
lib/evaluator/eva_null.py:8
Method__init__
(self, G=None, G_kwargs={}, dataset_kwargs={}, num_gpus=1, rank=0, device=None, progress=None, cache=True)
lib/evaluator/stylegan_metrics/metric_utils.py:22
Method__init__
(self, capture_all=False, capture_mean_cov=False, max_items=None)
lib/evaluator/stylegan_metrics/metric_utils.py:56
Method__init__
(self, tag=None, num_items=None, flush_interval=1000, verbose=False, progress_fn=None, pfn_lo=0, pfn_hi=1000,
lib/evaluator/stylegan_metrics/metric_utils.py:154
Method__init__
(self, opts, max_real=None, num_gen=50000)
lib/evaluator/stylegan_metrics/frechet_inception_distance.py:20
Method__init__
(self, alpha=0.2, gain=1, clamp=None)
lib/model_zoo/migan_inference.py:12
Method__init__
(self, in_channels)
lib/model_zoo/migan_inference.py:59
Method__init__
(self, in_channels, resolution=None)
lib/model_zoo/migan_inference.py:80
Method__init__
( self, in_channels, out_channels, kernel_size=3,
lib/model_zoo/migan_inference.py:108
Method__init__
( self, ic_n, oc_n, rgb_n=None, activation=lrelu_agc(alpha=0.2, gain='
lib/model_zoo/migan_inference.py:174
Method__init__
Args: oc_n: output channel number
lib/model_zoo/migan_inference.py:250
Method__init__
( self, ic_n, oc_n, resolution, rgb_n, activation=lrelu_agc(al
lib/model_zoo/migan_inference.py:283
Method__init__
( self, resolution=256, rgb_n=3, ch_base=32768, ch_max=512, ac
lib/model_zoo/migan_inference.py:319
Method__init__
(self, resolution=256)
lib/model_zoo/migan_inference.py:356
Method__init__
( self, in_channels, out_channels, kernel_size, bias=True, act
lib/model_zoo/migan.py:55
Method__init__
( self, in_channels, out_channels, kernel_size=3, bias=True, a
lib/model_zoo/migan.py:154
Method__init__
( self, ic_n, oc_n, rgb_n=None, resample_filter=[1, 3, 3, 1],
lib/model_zoo/migan.py:209
Method__init__
( self, resolution=256, ic_n=3, ch_base=32768, ch_max=512, res
lib/model_zoo/migan.py:262
Method__init__
Args: oc_n: output channel number
lib/model_zoo/migan.py:335
Method__init__
( self, ic_n, oc_n, resolution, rgb_n, resample_filter=[1, 3,
lib/model_zoo/migan.py:394
Method__init__
( self, resolution=256, rgb_n=3, ch_base=32768, ch_max=512, re
lib/model_zoo/migan.py:470
Method__init__
(self, encoder, synthesis)
lib/model_zoo/migan.py:529
Method__init__
( self, ic_n, oc_n, rgb_n=None, resample_filter=[1, 3, 3, 1],
lib/model_zoo/migan.py:563
Method__init__
(self, group_size, num_channels=1)
lib/model_zoo/migan.py:625
Method__init__
( self, ic_n, resolution, mbstd_group_size=4, mbstd_c_n=1, act
lib/model_zoo/migan.py:648
Method__init__
( self, resolution=256, ic_n=3, ch_base=32768, ch_max=512, res
lib/model_zoo/migan.py:696
Method__init__
(self, *args, **kwargs)
lib/model_zoo/comodgan.py:32
Method__init__
(self, ic_n, oc_n, resolution, cmap_dim,
lib/model_zoo/comodgan.py:65
Method__init__
Args: w0_dim: the bottleneck comodulate vector (x_global) oc_n: output channel number w_dim: the middle
lib/model_zoo/comodgan.py:208
Method__init__
(self, ic_n, oc_n, w_dim, w0_dim,
lib/model_zoo/comodgan.py:266
Method__init__
(self, w_dim=512, w0_dim=1024, resolution=256,
lib/model_zoo/comodgan.py:348
Method__init__
(self, mapping, encoder, synthesis, )
lib/model_zoo/comodgan.py:426
Method__init__
(self, *args, **kwargs)
lib/model_zoo/stylegan.py:29
Method__init__
(self, in_channels, out_channels, kernel_size,
lib/model_zoo/stylegan.py:199
Method__init__
(self, in_channels, out_channels, kernel_size,
lib/model_zoo/stylegan.py:248
Method__init__
(self, in_channels, out_channels, kernel_size,
lib/model_zoo/stylegan.py:314
Method__init__
(self, z_dim=512, c_dim=0, w_dim=512, num_
lib/model_zoo/stylegan.py:357
Method__init__
(self, ic_n, oc_n, w_dim, resolution,
lib/model_zoo/stylegan.py:447
Method__init__
(self, w_dim=512, resolution=256, rgb_n=3,
lib/model_zoo/stylegan.py:535
Method__init__
(self, mapping, synthesis, )
lib/model_zoo/stylegan.py:594
Method__init__
(self, ic_n, mc_n, oc_n, rgb_n=None,
lib/model_zoo/stylegan.py:639
Method__init__
(self, group_size, num_channels=1)
lib/model_zoo/stylegan.py:702
Method__init__
(self, ic_n, resolution, cmap_dim, rgb_n=N
lib/model_zoo/stylegan.py:725
Method__init__
(self, resolution=256, ic_n=3, ch_base=16384,
lib/model_zoo/stylegan.py:777
Method__init__
(self)
lib/model_zoo/common/get_model.py:58
Method__init__
(self)
lib/model_zoo/common/utils.py:43
Method__init__
(self, alpha=0.1, gain=1, clamp=None)
lib/model_zoo/common/utils.py:102
Method__init__
(self)
lib/data_factory/ds_ffhq.py:72
Method__init__
(self)
lib/data_factory/ds_ffhq.py:87
Method__init__
(self)
lib/data_factory/ds_ffhq.py:107
Method__init__
(self)
lib/data_factory/ds_ffhq.py:131
Method__init__
(self, random_flip=False)
lib/data_factory/ds_ffhq.py:259
Method__init__
(self, random_flip=True, mask_resolution=256, hole_range=[0, 1])
lib/data_factory/ds_ffhq.py:344
Method__init__
(self)
lib/data_factory/ds_places2.py:54
Method__init__
(self, resolution=512)
lib/data_factory/ds_places2.py:69
Method__init__
(self, resolution=512)
lib/data_factory/ds_places2.py:89
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