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Questions tagged [intel-tensorflow]

Use this tag to ask questions about the Intel-optimized version of Tensorflow which is a deep learning framework optimized for Intel® Xeon® Scalable processors.

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AVX512 not showing on Intel Tensorflow

I have a Windows 11 computer with an 11th Gen Intel Core i7-1185G7, which supports SSE4.1, SSE4.2, AVX, AVX2 and AVX512. The computer has no GPU. I created a conda environment with Python 3.10, and ran pip install intel-tensorflow. According to the…
Jose Vega
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Why the norm of the embedding vector exceeds the limit, it is necessary to normalize

I would like to ask you guys, I saw that max_norm=1 in a piece of code and I checked that he said that the maximum norm is 1. What does this mean? Why does the norm of the embedded vector exceed the limit, so it needs to be normalized. Randomly…
Tom Kale
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"ValueError: numpy.ndarray size changed " while trying Intel lpot in tensorflow model

While trying out the Intel Low Precision Optimization Tool in tensorflow model, getting some value error. Please find the command I tried below: # The cmd of running ssd_resnet50_v1 bash run_tuning.sh --config=ssd_resnet50_v1.yaml…
RahilaRahi
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build tensorflow for intel xeon gold 6148

I have a server with two Intel xeon gold 6148 and tensorflow running on it. When I install tf with pip I get a message that AVX2 and AVX512 is not used with my installation. So, to get the best performance I tried to build tf from source using…
Daniel Lang
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Getting error with ". prepare_dataset.sh" command from lpot

I am following this github(https://github.com/intel/lpot/tree/master/examples/tensorflow/object_detection) for lpot and in the 5th step for downloading the dataset I am getting the below error.Unable to proceed. HEAD is now at 7a9934df Merged…
ATHIRA MOHANAN
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Assertion Error: Framework is not detected correctly from model format

I am trying Intel Low precision Optimization tool and I am following this github(https://github.com/intel/lpot/tree/master/examples/tensorflow/object_detection).When I run the quantization command as below bash run_tuning.sh…
Janani Chandran
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Intel Optimized Tensorflow not supporting oneDNN

Case 1 Framework: Tensorflow 2.5.0, Intel-Tensorflow 2.5.0 Environment: Google Colab I have a successfully quantized model quantized by LPOT that is to be run for inference without using LPOT API, so I wrote the following inference code: with…
Joanne H.
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How to load and run Intel-Tensorflow Model on ML.NET

Environment: Tensorflow 2.4, Intel-Tensorflow 2.4 As far as I know, Tensorflow model in pb format can be loaded on ML.NET. However, I'm using a quantization package LPOT (https://github.com/intel/lpot) which utilizes Intel optimized Tensorflow…
Joanne H.
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Tensorflow Intel MKL Optimization with NHWC data format

TensorFlow is compiled with the Intel MKL optimizations, many operations will be optimized and support NCHW. Can someone please explain, why does Intel MKL support NCHW format more than NHWC?
mahinlma
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