Institute of Bioinformatics, Johannes Kepler University Linz TTUR Issues

bioinf-jku/TTUR Issues

FID get "nan" or "complex number"
Closed 6 years ago14
fid.py is always killed on Linux?
Updated 8 months ago1
Number of real samples
Updated a year ago
consulting
Updated 2 years ago2
KeyError: "The name 'FID_Inception_Net/pool_3:0' refers to a Tensor which does not exist. The operation, 'FID_Inception_Net/pool_3', does not exist in the graph."
Updated 3 years ago3
FID's applicability for smaller datasets
Closed 5 years ago6
Where are images resized?
Updated 3 years ago2
ValueError: setting an array element with a sequence.
Updated 3 years ago2
ValueError: setting an array element with a sequence.
Closed 5 years ago3
Can FID returns a negative number?
Closed 3 years ago2
Some times get Imaginary component
Updated 4 years ago3
ValueError: Cannot feed value of shape (50, 128, 128, 3) for Tensor 'FID_Inception_Net/ExpandDims:0', which has shape '(1, ?, ?, 3)
Updated 4 years ago17
FID between a dataset and a single sample
Updated 4 years ago
Why do I always encounter the error: 'ValueError: Imaginary component 89928690.58258057'
Updated 4 years ago15
Invalid argument: activation input is not finite. : Tensor had NaN values
Updated 4 years ago1
The state file calculated with precalc_stats_example.py is sinificantly different with the one given on your websites?
Updated 4 years ago
Variable not defined when running --lowprofile flag and reshape to batch_size issue
Updated 4 years ago
I trained my GAN on cifar-10 (height,weight=32*32), and got FID=51. Should I resize the image to 64*64?
Closed 4 years ago1
should fid.py mention np.float64 ?
Updated 4 years ago
FID score in Table I
Closed 5 years ago5
Inception score for cifar10
Closed 5 years ago2
Is the calculation of covariance wrong?such as sigma = np.cov(act, rowvar=False)?
Closed 5 years ago4
FID for GAN trained on MNIST
Closed 5 years ago4
Problem using image dataset already in numpy format
Closed 5 years ago1
Help！ FID on celebA
Closed 5 years ago
Calculating FID Dose not require image size as 299x299?
Updated 5 years ago2
warnings module need be import in python3
Closed 6 years ago1
[Not issue] Confusion in computing FID with pre-computed statistics.
Closed 6 years ago1
About fid calculation formula
Closed 6 years ago2
Score in Table 1
Closed 6 years ago3
Between np.trace(whole term) and sum of np.trace(each term)
Closed 6 years ago2
Question regarding FID Score
Closed 6 years ago2
Large System memory requirements when running FID
Closed 6 years ago2
Error in computing fid during training. ValueError: Cannot iterate over a shape with unknown rank.
Updated 6 years ago13
ValueError: Cannot feed value of shape (50, 256, 256, 3) for Tensor 'FID_Inception_Net/ExpandDims:0', which has shape '(1, ?, ?, 3)'
Updated 6 years ago3
ValueError: Tensor._shape cannot be assigned, use Tensor.set_shape instead.
Updated 6 years ago1
cannot find create_incpetion_graph()
Closed 7 years ago2

bioinf-jku / TTUR

bioinf-jku/TTUR Issues

FID get "nan" or "complex number"

fid.py is always killed on Linux?

Number of real samples

consulting

KeyError: "The name 'FID_Inception_Net/pool_3:0' refers to a Tensor which does not exist. The operation, 'FID_Inception_Net/pool_3', does not exist in the graph."

FID's applicability for smaller datasets

Where are images resized?

ValueError: setting an array element with a sequence.

ValueError: setting an array element with a sequence.

Can FID returns a negative number?

Some times get Imaginary component

ValueError: Cannot feed value of shape (50, 128, 128, 3) for Tensor 'FID_Inception_Net/ExpandDims:0', which has shape '(1, ?, ?, 3)

FID between a dataset and a single sample

Why do I always encounter the error: 'ValueError: Imaginary component 89928690.58258057'

Invalid argument: activation input is not finite. : Tensor had NaN values

The state file calculated with precalc_stats_example.py is sinificantly different with the one given on your websites?

Variable not defined when running --lowprofile flag and reshape to batch_size issue

I trained my GAN on cifar-10 (height,weight=3232), and got FID=51. Should I resize the image to 6464?

should fid.py mention np.float64 ?

FID score in Table I

Inception score for cifar10

Is the calculation of covariance wrong?such as sigma = np.cov(act, rowvar=False)?

FID for GAN trained on MNIST

Problem using image dataset already in numpy format

Help！ FID on celebA

Calculating FID Dose not require image size as 299x299?

warnings module need be import in python3

[Not issue] Confusion in computing FID with pre-computed statistics.

About fid calculation formula

Score in Table 1

Between np.trace(whole term) and sum of np.trace(each term)

Question regarding FID Score

Large System memory requirements when running FID

Error in computing fid during training. ValueError: Cannot iterate over a shape with unknown rank.

ValueError: Cannot feed value of shape (50, 256, 256, 3) for Tensor 'FID_Inception_Net/ExpandDims:0', which has shape '(1, ?, ?, 3)'

ValueError: Tensor._shape cannot be assigned, use Tensor.set_shape instead.

cannot find create_incpetion_graph()