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Tensorflow

Software   Product    Decline   


TensorFlow is an open-source software library for dataflow and differentiable programming across a range of tasks. It is a popular tool for building and training machine learning models.

  

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49.5K
searches/mo

 12 Months
Average: 72.62%
Trend: declining
MOM change: -0.11%
 5 Years
Average: 54.27%
Trend: declining
MOM change: -3.22%

Top reasons why this topic is getting popular

1. Flexibility

TensorFlow is a highly flexible tool that can be used for a wide range of machine learning tasks, including image and speech recognition, natural language processing, and more. It can be used with a variety of programming languages, including Python, C++, and Java.

2. Scalability

TensorFlow is designed to scale to large datasets and complex models, making it a popular choice for companies and organizations working with big data. It can be used on a variety of hardware, including CPUs, GPUs, and TPUs.

3. Ease of Use

TensorFlow provides a high-level API that makes it easy for developers to build and train machine learning models. It also includes a range of pre-built models and tools that can be used to get started quickly.

4. Community Support

TensorFlow has a large and active community of developers and users who contribute to its development and provide support to others. This community has created a range of resources, including tutorials, documentation, and forums, that make it easier for new users to get started with the tool.

5. Integration with Other Tools

TensorFlow can be easily integrated with other popular machine learning tools and frameworks, including Keras, PyTorch, and scikit-learn. This makes it a versatile tool that can be used in a variety of machine learning workflows.

Who's talking about this trend?

1. Kadenze (@kadenzeofficial)

Kadenze is an online learning platform that offers a course on TensorFlow. They frequently share content related to the course and TensorFlow on their Instagram account.

2. Siraj Raval (@sirajraval)

Siraj Raval is a YouTuber and influencer who frequently shares his TensorFlow projects, tutorials and insights on his Instagram account.

3. Dan Jeffries (@dan_jeffries)

Dan Jeffries is a writer and influencer who shares his knowledge of machine learning and TensorFlow on his Instagram account.

4. TensorFlow (@tensorflow)

The official Instagram account for TensorFlow, where they share updates, news, and technical insights about their machine learning framework.

5. Jason Mayes (@jasonmayes)

Jason Mayes is a developer and influencer who shares his TensorFlow projects, tutorials, and insights on his Instagram account.

Latest forum discussions

We tracked 5406 total in the last 3 months

RE:NPL for Beginners using Tensorflow!!
....com/code/prajeshsanghvi/tensorflow-rnn-translation -> Tensorflow Translation Bahdanau Attention...kaggle.com/code/prajeshsanghvi/tensorflow-attention-translation -> Tensorflow implementation of "Attention...kaggle.com/code/prajeshsanghvi/tensorflow-transformer-translation -> Tensorflow sentiment analysis HuggingFace...www.kaggle.com/code/prajeshsanghvi/tensorflow-intent-classification-huggingface If ...
Prajesh Sanghvi
Published on 2023-07-25 in the Getting Started forum
This discussion is in English.
RE:Installed TensorFlow in Windows-Native but returns 0 in verifying GPU setup?
... GPU setup and installed Tensorflow in said conda environment. Here'...17:25:13.098180: I tensorflow/core/platform/cpu_feature_guard....cc:193] This TensorFlow binary is optimized with oneAPI ...them in other operations, rebuild TensorFlow with the appropriate compiler flags. ...:25:13.452037: I tensorflow/core/common_runtime/gpu/gpu_...\Users[Username]>python -c "import tensorflow as tf; print(tf.config....
MEQR
Published on 2023-07-25 in the Active Forum forum
This discussion is in English.
RE:Installed TensorFlow in Windows-Native but returns 0 in verifying GPU setup?
... GPU setup and installed Tensorflow in said conda environment. Here'...17:25:13.098180: I tensorflow/core/platform/cpu_feature_guard....cc:193] This TensorFlow binary is optimized with oneAPI ...them in other operations, rebuild TensorFlow with the appropriate compiler flags. ...:25:13.452037: I tensorflow/core/common_runtime/gpu/gpu_...\Users[Username]>python -c "import tensorflow as tf; print(tf.config....
MEQR
Published on 2023-07-25 in the Active Forum forum
This discussion is in English.
RE:Why is tensorflow giving a bizarre error that I could not troubleshoot
... SessionRunArgs.__new__ (from tensorflow.python.training.session_run_hook) ....keras instead. WARNING:tensorflow:From /Users/anirudhmenon/Library/Python/... SessionRunContext.__init__ (from tensorflow.python.training.session_run_hook) ...session, options, feed_dict, tensorflow.python.framework.errors_impl.UnimplementedError: ...-value-for-parameter tensorflow.python.framework.errors_impl.UnimplementedError: ...
Anirudh Menon
Published on 2023-07-18 in the Active Forum forum
This discussion is in English.
RE:Why is tensorflow giving a bizarre error that I could not troubleshoot
... SessionRunArgs.__new__ (from tensorflow.python.training.session_run_hook) ....keras instead. WARNING:tensorflow:From /Users/anirudhmenon/Library/Python/... SessionRunContext.__init__ (from tensorflow.python.training.session_run_hook) ...session, options, feed_dict, tensorflow.python.framework.errors_impl.UnimplementedError: ...-value-for-parameter tensorflow.python.framework.errors_impl.UnimplementedError: ...
Anirudh Menon
Published on 2023-07-18 in the Active Forum forum
This discussion is in English.
RE:Why is Tensorflow autoencoder example code not producing reasonable decoded images?
...for a basic autoencoder from tensorflow.org autoencoder tutorial on ... pandas as pd import tensorflow as tf from sklearn....import train_test_split from tensorflow.keras import layers, losses ...datasets import fashion_mnist from tensorflow.keras.models import Model (...val_loss: 0.0135 Tensorflow autoencoder output image from my... computer. Tensorflow autoencoder output image from tensorflow.org I also...
Doc Dirt
Published on 2023-07-26 in the Active Forum forum
This discussion is in English.
RE:Why is Tensorflow autoencoder example code not producing reasonable decoded images?
...for a basic autoencoder from tensorflow.org autoencoder tutorial on ... pandas as pd import tensorflow as tf from sklearn....import train_test_split from tensorflow.keras import layers, losses ...datasets import fashion_mnist from tensorflow.keras.models import Model (...val_loss: 0.0135 Tensorflow autoencoder output image from my... computer. Tensorflow autoencoder output image from tensorflow.org I also...
Doc Dirt
Published on 2023-07-26 in the Active Forum forum
This discussion is in English.
RE:Tensorflow for Beginners!!!
...kaggle.com/code/prajeshsanghvi/tensorflow-image-generation -> Tensorflow image segmentation: https://www...kaggle.com/code/prajeshsanghvi/tensorflow-image-segmentation -> Tensorflow Vision Transformer: https://www....kaggle.com/code/prajeshsanghvi/tensorflow-vision-transformer -> Tensorflow Image generation (GAN): ...kaggle.com/code/prajeshsanghvi/tensorflow-yolo/edit -> Tensorflow ResNet from scratch: ...
Prajesh Sanghvi
Published on 2023-07-19 in the Getting Started forum
This discussion is in English.
RE:Tensorflow for Beginners!!!
...kaggle.com/code/prajeshsanghvi/tensorflow-image-generation -> Tensorflow image segmentation: https://www...kaggle.com/code/prajeshsanghvi/tensorflow-image-segmentation -> Tensorflow Vision Transformer: https://www....kaggle.com/code/prajeshsanghvi/tensorflow-vision-transformer -> Tensorflow Image generation (GAN): ...kaggle.com/code/prajeshsanghvi/tensorflow-yolo/edit -> Tensorflow ResNet from scratch: ...
Prajesh Sanghvi
Published on 2023-07-19 in the Getting Started forum
This discussion is in English.
RE:TensorFlow graph data failed to import
...not None: self.set_tensorflow_shared_grid(grid) # Assuming self.tensorflow_graph.tensorflow_output() returns the ...output tensor output_tensor = self.tensorflow_graph.tensorflow_output() if ...inplace is True: self.tensorflow_function = tf.function(self.tensorflow_graph.tensorflow_output) if...
BaocaiWANG
Published on 2023-07-21 in the Active Forum forum
This discussion is in English.
RE:TensorFlow graph data failed to import
...not None: self.set_tensorflow_shared_grid(grid) # Assuming self.tensorflow_graph.tensorflow_output() returns the ...output tensor output_tensor = self.tensorflow_graph.tensorflow_output() if ...inplace is True: self.tensorflow_function = tf.function(self.tensorflow_graph.tensorflow_output) if...
BaocaiWANG
Published on 2023-07-21 in the Active Forum forum
This discussion is in English.
RE:Tensorflow 2.13.1, no matching distribution found for tensorflow-text 2.13.0
... error that the corresponding tensorflow-text version 2.13.0...is as follows: (tensorflow-env) username@DESKTOP:~/projects/tensorflow/models-master/research$ pip... that satisfies the requirement tensorflow-text~=2.13.0 (from... No matching distribution found for tensorflow-text~=2.13.0 But ...2.13.0 version of tensorflow-text is out: https://pypi....org/project/tensorflow-text/2.13.0/#history ...
Karl Johan Vallner
Published on 2023-07-25 in the Active Forum forum
This discussion is in English.
RE:Tensorflow 2.13.1, no matching distribution found for tensorflow-text 2.13.0
... error that the corresponding tensorflow-text version 2.13.0...is as follows: (tensorflow-env) username@DESKTOP:~/projects/tensorflow/models-master/research$ pip... that satisfies the requirement tensorflow-text~=2.13.0 (from... No matching distribution found for tensorflow-text~=2.13.0 But ...2.13.0 version of tensorflow-text is out: https://pypi....org/project/tensorflow-text/2.13.0/#history ...
Karl Johan Vallner
Published on 2023-07-25 in the Active Forum forum
This discussion is in English.
RE:ValueError: No gradients provided for any variable - Tensorflow
...have a problem with my TensorFlow Implementation. When I execute it, ...10:25:13.766229: I tensorflow/tsl/cuda/cudart_stub.cc:...10:25:13.828368: I tensorflow/core/platform/cpu_feature_guard....cc:182] This TensorFlow binary is optimized to use ... FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags. ... 10:25:14.619000: W tensorflow/compiler/tf2tensorrt/utils/py_utils....
Planetcat
Published on 2023-07-15 in the Active Forum forum
This discussion is in English.
RE:ValueError: No gradients provided for any variable - Tensorflow
...have a problem with my TensorFlow Implementation. When I execute it, ...10:25:13.766229: I tensorflow/tsl/cuda/cudart_stub.cc:...10:25:13.828368: I tensorflow/core/platform/cpu_feature_guard....cc:182] This TensorFlow binary is optimized to use ... FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags. ... 10:25:14.619000: W tensorflow/compiler/tf2tensorrt/utils/py_utils....
Planetcat
Published on 2023-07-15 in the Active Forum forum
This discussion is in English.
RE:Embeding the TensorFlow model vs asking to TensorFlow serving server
...My questions is whether “Asking TensorFlow Serving server is always better... (2) Make the TensorFlow serving server such as TensorFlow Serving. And Make my... application server use the TensorFlow Serving Server. When I google ...b. Easily constructing CI/CD TensorFlow models by leveraging features of TensorFlow Serving c. Easily scaled...are not enough resources at TensorFlow Serving server. d. … and so ...
byounguk.lee
Published on 2023-07-20 in the General Discussion forum
This discussion is in English.
RE:Embeding the TensorFlow model vs asking to TensorFlow serving server
...My questions is whether “Asking TensorFlow Serving server is always better... (2) Make the TensorFlow serving server such as TensorFlow Serving. And Make my... application server use the TensorFlow Serving Server. When I google ...b. Easily constructing CI/CD TensorFlow models by leveraging features of TensorFlow Serving c. Easily scaled...are not enough resources at TensorFlow Serving server. d. … and so ...
byounguk.lee
Published on 2023-07-20 in the General Discussion forum
This discussion is in English.
RE:Error after installing TensorFlow in Ubuntu 22.04
...: FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags. .../lib/python3.11/site-packages/tensorflow/python/eager/context.py”, line .../lib/python3.11/site-packages/tensorflow/python/eager/execute.py”, line .../lib/python3.11/site-packages/tensorflow/python/framework/tensor_shape.py”, .../lib/python3.11/site-packages/tensorflow/python/saved_model/nested_structure_...
suryatwilight
Published on 2023-07-21 in the General Discussion forum
This discussion is in English.
RE:Error after installing TensorFlow in Ubuntu 22.04
...: FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags. .../lib/python3.11/site-packages/tensorflow/python/eager/context.py”, line .../lib/python3.11/site-packages/tensorflow/python/eager/execute.py”, line .../lib/python3.11/site-packages/tensorflow/python/framework/tensor_shape.py”, .../lib/python3.11/site-packages/tensorflow/python/saved_model/nested_structure_...
suryatwilight
Published on 2023-07-21 in the General Discussion forum
This discussion is in English.