deep-learning tag

54 questions


2 answers
80 views
0
I want to extract the gradient value of tensorflow.

I am currently learning deep learning and I am using Python tensorflow.As for tensorflow, if you give the loss to the optimizer, it will be optimized on its own, but could you see and take out the val...


2 answers
77 views
0
Differences Between Online Learning, Batch Learning, and Mini-Batch Learning

I'm a beginner who started learning deep learning on his own.Am I correct in understanding the following three methods of learning in the title?for 1000 training images with 20 epochs·Online learning ...

2 years ago

1 answers
64 views
0
I want to batch the data set...

I'd like to analyze a dataset (data) with 300,000 dimensional elements, but I can't get through if I want to draw the code for storing each batch of elements in an instance with a for statement.I want...


1 answers
142 views
0
Understanding the Link Between Loss Functions and Optimization Algorithms in PyTorch

When learning DL, I think it's a flow of using models to make predictions → calculate losses with loss functions → optimize loss functions (reverse propagation & parameter update). When doing PyTorch,...


1 answers
69 views
0
Understanding Python Tensorflow-gpu Processor Multiple Specifications

Python introduces Tensorflow-gpu and would like to compute simultaneously with multiple GPUs.keras.utils.training_utilsof multi_gpu_model(model,gpus=gpu_count)Verified that multiple GPUs can be calcul...


1 answers
84 views
0
Unable to import TFlearn in python.

I installed TFlearn according to the book First TensorFlow on my Macbook, but when I try to import it in python, the following display appears.Please let me know how to solve this problem.Thank you fo...


1 answers
145 views
0
Input and target (teacher) sequences do not match on keras CNN

I'm thinking of classifying two classes at keras on CNN.Here's the code.import randomimport pandas aspdfrom pandas import Series, DataFrameimport numpy as npimport matplotlib.pyplot aspltimport kerasf...


2 answers
119 views
0
Is the NVIDIA Tesla V100 the only NVIDIA Volta GPU that can be calculated with Half Precision?

In order to speed up the calculation with deep learning, I would like to do a half precision calculation.According to 4.1 of this paper, NVIDIA Volta GPUs seem to be able to be calculated with semi-pr...

2 years ago

1 answers
97 views
0
Deep Learning Chapter 5 Error Reverse Propagation Method Starting from the Bottom

p.1845.7.3 Verifying the slope determined by the error backpropagation methodI'm trying to implement it.In the previous section I think it's because I set the wrong directory because I kept googling w...

2 years ago

1 answers
79 views
0
I'm curious about the probability extraction by reading external data after wordvec natural language processing.

From data with the current id/date/text/smishing rowWe extracted only text/smishing, processed natural language with word2vec, and learned it with random forest and KNN.We want to extract whether or n...

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