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weights become very large and then loss = nan #373

https://github.com/BVLC/caffe/issues/373

I use caffe to train my CNN but loss become nan after a few thousand iterations. I dump the weights before that iterations and I found that some weights in the inner product …


machine learning - caffe loss is nan or 0 - Stack Overflow

https://stackoverflow.com/questions/40468983/caffe-loss-is-nan-or-0

you loss is not 0, not even close.You start with 3.3e+11 (that is ~10^11) and it seems like soon after it explodes and you get nan.You need to drastically scale down you loss …


BatchNormalization outputs NaN - Google Groups

https://groups.google.com/g/caffe-users/c/nENbDbzHabo

You will get NaN on the first test phase before training as there are no learned batch norm parameters yet (mean,std etc.) and so caffe will use the std of the test image …


Weights becomes nan after first iteration - PyTorch Forums

https://discuss.pytorch.org/t/weights-becomes-nan-after-first-iteration/126916

after first Trainer iterations, model weights become Nan. and I can’t find why … here is my encoder model: class ConvBlock(nn.Module): def __init__(self, in_channels, out_channels, …


Weights become NaN values after first batch step

https://discuss.pytorch.org/t/weights-become-nan-values-after-first-batch-step/87594

I am training a model with conv1d on top of the tdnn layers, but when i see the values in conv_tdnn in TDNNbase forward fxn after the first batch is executed, weights seem …


Weights getting 'nan' during training - PyTorch Forums

https://discuss.pytorch.org/t/weights-getting-nan-during-training/8175

(1 ,0 ,.,.) = nan nan nan … nan nan nan nan nan nan … nan nan nan nan ... PyTorch Forums Weights getting 'nan' during training. Shiv (Shiv) September 30, 2017, 8:43pm #1. I am …


The weight of the convolution kernel become NaN after …

https://discuss.pytorch.org/t/the-weight-of-the-convolution-kernel-become-nan-after-training-several-batches/150471

I applied nn.utils.clip_grad_norm_(max_norm=2) in my learning process, but there is still the case of NaN. My init learning rate is 0.0004 and I use an ExponentialLR(gamma=0.9) …


(Caffe)基本类Blob,Layer,Net(一) - 简书

https://www.jianshu.com/p/0ac09c3ffec0

总的来说,Caffe使用Blob来交流数据,其是Caffe中标准的数组与统一的内存接口,它是多功能的,在不同的应用场景具有不同的含义,如可以是:batches of images, model …


All of the weights are nan - PyTorch Forums

https://discuss.pytorch.org/t/all-of-the-weights-are-nan/97472

hi I have a very simple linear net: class Net(nn.Module): def __init__(self,measurement_rate,hidden=block_size**2): super(Net,self).__init__() …


Caffe training iteration loss is -nan - Google Groups

https://groups.google.com/g/caffe-users/c/O8a6Has94bA

I'm trying to implement FCN-8s using my own custom data. While training, from scratch on the 20th iteration, I see that my loss = -nan. Could someone suggest what's going …


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caffe/read_weight.py at master · josh-xu/caffe

https://github.com/josh-xu/caffe/blob/master/read_weight.py

Contribute to josh-xu/caffe development by creating an account on GitHub.


caffe/quantization.cpp at master · intel/caffe · GitHub

https://github.com/intel/caffe/blob/master/src/caffe/quant/quantization.cpp

This fork of BVLC/Caffe is dedicated to improving performance of this deep learning framework when running on CPU, in particular Intel® Xeon processors. - caffe/quantization.cpp at master · …


Caffe | Loss - Berkeley Vision

http://caffe.berkeleyvision.org/tutorial/loss.html

However, any layer can be used as a loss by adding a field loss_weight: <float> to a layer definition for each top blob produced by the layer. Layers with the suffix Loss have an implicit …


caffe_weight_converter/README.md at master · …

https://github.com/pierluigiferrari/caffe_weight_converter/blob/master/README.md

Caffe-to-Keras weight converter. Can also export weights as Numpy arrays for further processing. - caffe_weight_converter/README.md at master · pierluigiferrari ...


github.com

https://github.com/MIhappen/caffe-int8/blob/master/caffe-int8-convert-tool-dev-weight.py

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caffe-int8-convert-tool-dev-weight.py · GitHub

https://gist.github.com/snowolfhawk/00e1e7b7e1dc90ca679a04043c399913

GitHub Gist: instantly share code, notes, and snippets.


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http://www.dieselcrew.com/grip-strength-training-block-weight-lifting/

After learning about this, Blob and Block Weight lifting have been the most fun types of training I have done over the course of the last almost ten years. Block Weights. Block …


Extracting net info from *.caffemodel - Google Groups

https://groups.google.com/g/caffe-users/c/cj0zyWvO-fc

I'm working on an application that uses Caffe in Python. I have imported net info using. import caffe. net = caffe.Net('aaaa.prototxt', 'bbb.caffemodel', caffe.TEST) ... for blob in …


Caffe2 - C++ API: caffe2::Int8ConvDNNLowPPackedWeightBlob …

https://caffe2.ai/doxygen-c/html/structcaffe2_1_1_int8_conv_d_n_n_low_p_packed_weight_blob.html

Packed weight matrix for DNNLOWP Int8Conv operator. Definition at line 38 of file fbgemm_pack_blob.h . The documentation for this struct was generated from the following file:


Caffe2 - Python API: caffe2/python/layers/adaptive_weight.py …

https://caffe2.ai/doxygen-python/html/adaptive__weight_8py_source.html

1 # @package adaptive_weight 2 # Module caffe2.fb.python.layers.adaptive_weight 3 from __future__ import absolute_import, division, print_function, unicode_literals


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(Caffe) Basic classes Blob, Layer, Net (1) - Programmer All

https://www.programmerall.com/article/7161274106/

Then the blob is 1000 x 1024. 1.4 Blob row-first storage method. Take the two-dimensional matrix in Blob as an example (such as fully connected network shape (N, D)). As seen in the picture. …


blobs dimension and row/column manner

https://groups.google.com/g/caffe-users/c/pPBi-aMuVws

Caffe blob by default stores the blob dimension as NCHW for input and output data blobs, and KCRS for weight tensors; caffe stores the blob data in memory in row manner …


caffe document | XXXH

http://zengxh.github.io/2015/10/17/caffe%20document/

caffe.Net is the central interface for loading, configuring, and running models. caffe.Classsifier and caffe.Detector provide convenience interfaces for common tasks. …


Blob+weight - GripBoard - The GripBoard

https://www.gripboard.com/index.php?/topic/10778-blobweight/

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Caffe source code analysis-Blob - Katastros

https://blog.katastros.com/a?ID=00750-d742234e-9c37-4833-be76-31f2688fc75a

overview Understand caffe's Blob as a whole. Blob member variable. Blob. The main function, the core is the use of Blob and its and ... Blob. Yes. Caffe. As the medium of data transmission, …


CAFFE BLOB test - Programmer All

https://www.programmerall.com/article/55261598765/

This machine's caffe directory is / home / jourluohua / src / caffe, so the compile command is:


C++ (Cpp) weight_shaped_blob Examples - HotExamples

https://cpp.hotexamples.com/examples/-/-/weight_shaped_blob/cpp-weight_shaped_blob-function-examples.html

C++ (Cpp) weight_shaped_blob - 2 examples found. These are the top rated real world C++ (Cpp) examples of weight_shaped_blob extracted from open source projects. You can rate examples …


Caffe2 - Python API: caffe2/python/layers/adaptive_weight.py …

https://raw.githubusercontent.com/pytorch/caffe2.github.io/master/doxygen-python/html/adaptive__weight_8py_source.html

12 Implementation of adaptive weighting: https://arxiv.org/pdf/1705.07115.pdf


Blob/block Weight Dimensions..? - GripBoard - The GripBoard

https://www.gripboard.com/index.php?/topic/4423-blobblock-weight-dimensions/

Could someone give me the dimensins of the blob? (50lb york) total width and width of just the flat part.. circumference too please. I think I may have discovered the perfect …


Caffe learning series (17): blob - Programmer All

https://programmerall.com/article/582668813/

For the blob.h file. Look at the member variables first. Define 6 protected member variables, including forward and backward propagation data, new and old shape data (?), Number and …


NVCaffe's BatchNormLayer is incompatible with BVLC caffe

https://forums.developer.nvidia.com/t/nvcaffes-batchnormlayer-is-incompatible-with-bvlc-caffe/57950

While loading the pretrained Yolo v2 model (based on gklz1982’s work(https://github.com/gklz1982/caffe-yolov2)) which has BatchNormLayer on it, I got the …


Caffe source code reading (2) Convolutional layer - Programmer All

https://www.programmerall.com/article/4619663148/

Background: In the project, a binary convolution layer needs to be added to caffe, so I debugged the minist training step by step, looked at the process roughly, and looked at convolution layer …


Win7 caffe use notes - weight visualization - Code World

https://www.codetd.com/en/article/13992576

To use caffe in matlab, you need to configure the path. Set the path on the matlab homepage and add the folder G:\caffe-master\Build\x64\Release\matcaffe. 3. The Matlab main function code …


Loss weight vs Learning rate - groups.google.com

https://groups.google.com/g/caffe-users/c/0olIEavx88M/m/6f5NiY7zCAAJ

All groups and messages ... ...


What is the Blob? Different Types of Blobs - Diesel Crew

http://www.dieselcrew.com/block-weight-training-the-blob/

Also it is cheaper than getting an original blob which is only good for one weight. Jedd Johnson Says: November 2nd, 2012 at 11:09 am. In the sense of grip strength development, you …


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