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Showing posts with the label Tensorflow

Select An Item From A List Of Object Of Any Type When Using Tensorflow 2.x

Given a list of instances of class A, [A() for _ in range(5)], I want to randomly select one of the… Read more Select An Item From A List Of Object Of Any Type When Using Tensorflow 2.x

How Can I Get Specific Rows Of A Tensor In Tensorflow?

I have several tensors: logits: This tensor contains the final prediction scores. tf.Tensor 'M… Read more How Can I Get Specific Rows Of A Tensor In Tensorflow?

Uncaught Error: Error When Checking : Expected Conv2d_input To Have 4 Dimension(s), But Got Array With Shape [275,183,3]

I performed following operations on the images before training my keras model: for img in os.listdi… Read more Uncaught Error: Error When Checking : Expected Conv2d_input To Have 4 Dimension(s), But Got Array With Shape [275,183,3]

Tensorflow Crash With Cudnn_status_alloc_failed

Been searching the web for hours with no results, so figured I'd ask here. I'm trying to ma… Read more Tensorflow Crash With Cudnn_status_alloc_failed

Csv File Into Skflow

I'm just starting out with Tensorflow. As I understand it, SkFlow is a... Simplified interface… Read more Csv File Into Skflow

Input 0 Of Layer Max_pooling2d Is Incompatible With The Layer: Expected Ndim=4, Found Ndim=5. Full Shape Received: [none, 4, 10, 8, 32]

When I try to define my model, I get the following error message: Input 0 of layer max_pooling2d is… Read more Input 0 Of Layer Max_pooling2d Is Incompatible With The Layer: Expected Ndim=4, Found Ndim=5. Full Shape Received: [none, 4, 10, 8, 32]

How To Convert "tensor" To "numpy" Array In Tensorflow?

I am trying to convert a tensor to numpy in the tesnorflow2.0 version. Since tf2.0 have eager execu… Read more How To Convert "tensor" To "numpy" Array In Tensorflow?

How To Create A Frequency Tensor Out Of Two Tensor In Tensorflow

I have a tensor like this in which the values are the frequency and the rows are the index(0 to 6):… Read more How To Create A Frequency Tensor Out Of Two Tensor In Tensorflow

Where Is The Bazel Rule Generating The `gen_io_ops.py` File When Building Tensorflow From Sources?

I'm trying to determine how the gen_io_ops module is generated by bazel when building TensorFlo… Read more Where Is The Bazel Rule Generating The `gen_io_ops.py` File When Building Tensorflow From Sources?

Bazel Error Parsing Tf.estimator Model

I'm trying to make a *.pb model using tf.estimator and export_savedmodel(), it is a simple clas… Read more Bazel Error Parsing Tf.estimator Model

Cost Function Outputs 'nan' In Tensorflow

While studying the tensorflow, I faced a problem. The cost function output 'nan'. And, if… Read more Cost Function Outputs 'nan' In Tensorflow

Patch Based Image Training And Combine Their Probability From An Image

Firstly, I have implemented a simple VGG16 network for image classification. model = keras.applicat… Read more Patch Based Image Training And Combine Their Probability From An Image

Unable To Import Metric From Tensorflow.keras.metrics

I want to write a custom metric evaluator for which I am following this link. my dummy code is imp… Read more Unable To Import Metric From Tensorflow.keras.metrics

Convert Keras H5 To Tensorflow Pb For Batch Inference

I have a problem with making batch inference using a tensorflow protobuf graph exported from a kera… Read more Convert Keras H5 To Tensorflow Pb For Batch Inference

Tensorflow - Cannot Install Tensorflow From Anaconda

I am trying to access tensorflow from two ways, both of which are failing: Installed Anaconda (Win… Read more Tensorflow - Cannot Install Tensorflow From Anaconda

Multiple Target Columns With Skflow Tensorflowdnnregressor

I'm new to using Tensorflow/SkFlow, and I'm trying to figure out if it is possible to use m… Read more Multiple Target Columns With Skflow Tensorflowdnnregressor

Adding A Constant To Loss Function In Tensorflow

I have asked a similar question but no response. So I try it again, I am reading a paper which sugg… Read more Adding A Constant To Loss Function In Tensorflow

Problem With Setting Up Tensorflow On Windows

I installed latest version of tensorflow that is 2.3 and when i try to import tensorflow i get belo… Read more Problem With Setting Up Tensorflow On Windows

Error Loading .csv Into Tensorflow

I've taken the prefabricated code that trains on the Iris csv and attempted to use my own csv. … Read more Error Loading .csv Into Tensorflow

How To Create Cutomized Dataset For Google Tensorflow Attention Ocr?

I am able to create TFRecord file according to this question. But I don't know whether I should… Read more How To Create Cutomized Dataset For Google Tensorflow Attention Ocr?