zsyzzsoft
commented
3 years ago This is downloading the Inception network to compute evaluation metrics. If you don't want to compute the metrics, you can specify --metrics="".
Open MenSanYan opened 3 years ago
zsyzzsoft
commented
3 years ago This is downloading the Inception network to compute evaluation metrics. If you don't want to compute the metrics, you can specify --metrics="".
Local submit - run_dir: logs/00003-co-mod-gan-places2_tfrecord-1gpu dnnlib: Running training.training_loop.training_loop() on localhost... Streaming data using training.dataset.TFRecordDataset... zzzzzzzzzzzzzzz: int64_list { value: 3 value: 512 value: 512 }
zzzzzzzzzzzzzzzzz: [3, 512, 512] Dataset shape = [3, 512, 512] Dynamic range = [0, 255] Label size = 0 Constructing networks... Setting up TensorFlow plugin "fused_bias_act.cu": Preprocessing... Compiling... Loading... Done. Setting up TensorFlow plugin "upfirdn_2d.cu": Preprocessing... Compiling... Loading... Done.
G Params OutputShape WeightShape
latents_in - (?, 512) -
labels_in - (?, 0) -
images_in - (?, 3, 512, 512) -
masks_in - (?, 1, 512, 512) -
lod - () -
dlatent_avg - (512,) -
G_mapping/latents_in - (?, 512) -
G_mapping/labels_in - (?, 0) -
G_mapping/Normalize - (?, 512) -
G_mapping/Dense0 262656 (?, 512) (512, 512)
G_mapping/Dense1 262656 (?, 512) (512, 512)
G_mapping/Dense2 262656 (?, 512) (512, 512)
G_mapping/Dense3 262656 (?, 512) (512, 512)
G_mapping/Dense4 262656 (?, 512) (512, 512)
G_mapping/Dense5 262656 (?, 512) (512, 512)
G_mapping/Dense6 262656 (?, 512) (512, 512)
G_mapping/Dense7 262656 (?, 512) (512, 512)
G_mapping/Broadcast - (?, 16, 512) -
G_mapping/dlatents_out - (?, 16, 512) -
Truncation/Lerp - (?, 16, 512) -
G_synthesis 23541095 (?, 3, 512, 512) (3, 3, 256, 256) images_out - (?, 3, 512, 512) -
Total 25642343
D Params OutputShape WeightShape
images_in - (?, 3, 512, 512) -
labels_in - (?, 0) -
masks_in - (?, 1, 512, 512) -
sub - (?, 1, 512, 512) -
512x512/FromRGB 320 (?, 64, 512, 512) (1, 1, 4, 64)
512x512/Conv0 36928 (?, 64, 512, 512) (3, 3, 64, 64)
512x512/Conv1_down 73856 (?, 128, 256, 256) (3, 3, 64, 128) 512x512/Skip 8192 (?, 128, 256, 256) (1, 1, 64, 128) 256x256/Conv0 147584 (?, 128, 256, 256) (3, 3, 128, 128) 256x256/Conv1_down 295168 (?, 256, 128, 128) (3, 3, 128, 256) 256x256/Skip 32768 (?, 256, 128, 128) (1, 1, 128, 256) 128x128/Conv0 590080 (?, 256, 128, 128) (3, 3, 256, 256) 128x128/Conv1_down 1180160 (?, 512, 64, 64) (3, 3, 256, 512) 128x128/Skip 131072 (?, 512, 64, 64) (1, 1, 256, 512) 64x64/Conv0 2359808 (?, 512, 64, 64) (3, 3, 512, 512) 64x64/Conv1_down 2359808 (?, 512, 32, 32) (3, 3, 512, 512) 64x64/Skip 262144 (?, 512, 32, 32) (1, 1, 512, 512) 32x32/Conv0 2359808 (?, 512, 32, 32) (3, 3, 512, 512) 32x32/Conv1_down 2359808 (?, 512, 16, 16) (3, 3, 512, 512) 32x32/Skip 262144 (?, 512, 16, 16) (1, 1, 512, 512) 16x16/Conv0 2359808 (?, 512, 16, 16) (3, 3, 512, 512) 16x16/Conv1_down 2359808 (?, 512, 8, 8) (3, 3, 512, 512) 16x16/Skip 262144 (?, 512, 8, 8) (1, 1, 512, 512) 8x8/Conv0 2359808 (?, 512, 8, 8) (3, 3, 512, 512) 8x8/Conv1_down 2359808 (?, 512, 4, 4) (3, 3, 512, 512) 8x8/Skip 262144 (?, 512, 4, 4) (1, 1, 512, 512) 4x4/MinibatchStddev - (?, 513, 4, 4) -
4x4/Conv 2364416 (?, 512, 4, 4) (3, 3, 513, 512) 4x4/Dense0 4194816 (?, 512) (8192, 512)
Output 513 (?, 1) (512, 1)
scores_out - (?, 1) -
Total 28982913
Building TensorFlow graph... Initializing logs... Training for 50000 kimg...
tick 0 kimg 0.1 lod 0.00 minibatch 32 time 1m 23s sec/tick 82.7 sec/kimg 646.15 maintenance 0.0 gpumem 8.2 truncation=None Downloading https://drive.google.com/uc?id=1MzTY44rLToO5APn8TZmfR7_ENSe5aZUn ....