pytorch-OpCounter | Count the MACs / FLOPs of your PyTorch model | 3D Printing library

 by   Lyken17 Python Version: Current License: MIT

kandi X-RAY | pytorch-OpCounter Summary

kandi X-RAY | pytorch-OpCounter Summary

pytorch-OpCounter is a Python library typically used in Modeling, 3D Printing, Deep Learning, Pytorch applications. pytorch-OpCounter has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has medium support. You can install using 'pip install pytorch-OpCounter' or download it from GitHub, PyPI.

Count the MACs / FLOPs of your PyTorch model.
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            kandi-support Support

              pytorch-OpCounter has a medium active ecosystem.
              It has 4162 star(s) with 486 fork(s). There are 27 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 55 open issues and 99 have been closed. On average issues are closed in 95 days. There are 11 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of pytorch-OpCounter is current.

            kandi-Quality Quality

              pytorch-OpCounter has 0 bugs and 0 code smells.

            kandi-Security Security

              pytorch-OpCounter has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              pytorch-OpCounter code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              pytorch-OpCounter is licensed under the MIT License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              pytorch-OpCounter releases are not available. You will need to build from source code and install.
              Deployable package is available in PyPI.
              Build file is available. You can build the component from source.
              Installation instructions, examples and code snippets are available.

            Top functions reviewed by kandi - BETA

            kandi has reviewed pytorch-OpCounter and discovered the below as its top functions. This is intended to give you an instant insight into pytorch-OpCounter implemented functionality, and help decide if they suit your requirements.
            • Calculate the MAC address
            • Counter - > node counter
            • Create a dictionary of tensors
            • Onnx counterconv
            • Deprecated method
            • Count the number of cells
            • Count the number of rows
            • Counts the number of cells in the given layer
            • Count the number of cells in the gru_cell
            • Counts the number of LSTM cells
            • Count the LSTM cell
            • Profile a model
            • Gradient of onnx counter op
            • Count the number of convolution convolutional convolutions
            • Fx profile function
            • Calculate macs counter
            • Performs count normalization
            • Multiply counter multiplication
            • Calculate the macs
            • Calculate the sum of upsampled samples
            • Count the number of convolutions
            • Counts the number of convolutional convolutions
            • Calculate the macaroon reduction
            • Calculate the average pool
            • Calculate MaxMax Pool
            • Check if current time is newer
            Get all kandi verified functions for this library.

            pytorch-OpCounter Key Features

            No Key Features are available at this moment for pytorch-OpCounter.

            pytorch-OpCounter Examples and Code Snippets

            in PyTorch
            Pythondot img1Lines of Code : 14dot img1License : Permissive (WTFPL)
            copy iconCopy
            python main.py [-h] [--lr LR] [--steps STEPS] [--gpu] [--fp16] [--loss_scaling] [--model MODEL]
            
            PyTorch (FP16) CIFAR10 Training
            
            optional arguments:
              -h, --help            Show this help message and exit
              --lr LR               Learning Rate
              --st  
            PyTorch
            Pythondot img2Lines of Code : 1dot img2License : Permissive (Apache-2.0)
            copy iconCopy
            >>> engine = FactoredInference(domain, backend='torch', log=True)
              
            Darknet in Pytorch,Requirements,Pytorch
            Pythondot img3Lines of Code : 1dot img3License : Permissive (MIT)
            copy iconCopy
            pip install torch==1.5.1+cu101 torchvision==0.6.0+cu101 -f https://download.pytorch.org/whl/torch_stable.html
              
            Selecting specific rows in pandas dataframe merging
            Pythondot img4Lines of Code : 35dot img4License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            df = pd.DataFrame({0: {0: 0.0, 1: 0.0, 2: 0.0, 3: 0.0, 4: 0.0, 5: 0.0, 6: 0.0, 7: 0.0}, 1: {0: 1.0, 1: 1.0, 2: 1.0, 3: 1.0, 4: 2.0, 5: 2.0, 6: 3.0, 7: 3.0}, 2: {0: 2.0, 1: 2.0, 2: 2.0, 3: 2.0, 4: 3.0, 5: 3.0, 6: 4.0, 7: 4.0}})
            df_1 = pd.Da

            Community Discussions

            QUESTION

            How to check and return value of state object array and use that to identify which object to take data from
            Asked 2021-Sep-22 at 15:50

            The Aim: Use the value of i.id from the mapped components when clicked on to search state ids and locate the object which contains the same id value... When this object is found to return/update id and active values.

            Clicking on the dynamic rendered component triggering onClick to change value of the current active: true to active: false and find object with id of the clicked component and this.setState({active:value}) in that object. Then if (active === true) render iframe containing the object's id value.

            The state

            ...

            ANSWER

            Answered 2021-Sep-18 at 14:01

            You can have a button inside each mapped component as follows.

            Source https://stackoverflow.com/questions/69235238

            QUESTION

            if state.obj.val1 === true, return state.obj.val2
            Asked 2021-Sep-20 at 22:52

            I am trying to find an object key value in a state array, and when that value is found (true) return the value of another key value in that object. I am really bad with loops :/ I've attempted may variations of loops and this is only my latest attempt.

            the state

            ...

            ANSWER

            Answered 2021-Sep-20 at 22:52

            It is not entirely clear what you are asking, do you just want the first id that is "active"? Or an array of "active" ids?

            If it is just the first then simply loop over them, and return the correct id if active is true.

            Source https://stackoverflow.com/questions/69240781

            QUESTION

            How can i work with Example for nlp.update problem with spacy3.0
            Asked 2021-May-06 at 04:05

            i am trying to train my data with spacy v3.0 and appareantly the nlp.update do not accept any tuples. Here is the piece of code:

            ...

            ANSWER

            Answered 2021-May-06 at 04:05

            You didn't provide your TRAIN_DATA, so I cannot reproduce it. However, you should try something like this:

            Source https://stackoverflow.com/questions/66675261

            QUESTION

            Laravel whereIn doesn't return all data
            Asked 2021-Apr-20 at 09:46

            I have following array (created by explode method)

            ...

            ANSWER

            Answered 2021-Apr-20 at 09:46

            To get rid of whitespace you can do array_map('trim', $a); (credits)

            whereIn expects an array, so this should work

            Source https://stackoverflow.com/questions/67175038

            QUESTION

            Kotlin get ids of selected options
            Asked 2021-Apr-20 at 07:51

            I have multiple option select and I need to get array of selected options but all I get is latest option selected.

            Code

            ...

            ANSWER

            Answered 2021-Apr-20 at 07:51

            The following code sets your variable to a list with a single item. So you just overwrite your variable over and over again

            Source https://stackoverflow.com/questions/67173758

            QUESTION

            Getting all the HTML code from a website that is using React
            Asked 2021-Apr-05 at 15:45

            I'm trying to scrape the Thingiverse website, more specifically the page displaying a "thing", like this one for example. The problem is that when making a get request (using the python urllib or requests package) the response is an empty HTML file containing a lot of header data, some scripts and an empty react-app div:

            ...

            ANSWER

            Answered 2021-Apr-05 at 15:45

            You'll need a browser to render the javascript and then extract the rendered HTML. Try selenium. It lets you manage a browser through your python code and interact with web page elements.

            Install selenium:

            pip install selenium

            Then something like this to extract the HTML

            Source https://stackoverflow.com/questions/66955402

            QUESTION

            Python matching various keyword from dictionary issues
            Asked 2021-Mar-14 at 14:50

            I have a complex text where I am categorizing different keywords stored in a dictionary:

            ...

            ANSWER

            Answered 2021-Mar-13 at 14:16

            findall is pretty wasteful here since you are repeatedly breaking up the string for each keyword.

            If you want to test whether the keyword is in the string:

            Source https://stackoverflow.com/questions/66613710

            QUESTION

            How to create a Postman server mock for uploading file and doing some uploading test of Flutter code?
            Asked 2020-Nov-04 at 12:14

            I'm trying to connect to a printer server to be able to save the printing files directly in the printer storage. I'm able to do it using the curl curl -v -H 'Content-Type:application/octet-stream' 'http://192.168.1.125/upload?X-Filename=model.gcode' --data-binary @model.gcode Now I'm trying to add this function to a Flutter app but don't works.... So now I am trying to debug the code using a postman server. Can you help me to create a postman server mock to upload the file as binary, like in this curl code?

            ...

            ANSWER

            Answered 2020-Nov-04 at 12:14

            Postman is not a server usable for this scope. You can use it only for testing an existing server. Best practice with postman or visiti [POstman support][1]

            Source https://stackoverflow.com/questions/64248169

            QUESTION

            Is there a name for this 3D printing effect?
            Asked 2020-Sep-25 at 15:21

            I'm relatively new to 3D printing, but I've taken to it with much gusto. I wish I'd done this years ago.

            Trying to solve a printing problem, and I've been stymied by not knowing the name for the effect I'm seeing - there is zero chance I'm the first one to discover this.

            A minimum reproducible example is a triplet of vertical cylinders on a raft, it's clear that the tool path starts at one spot, runs a full circle around to end in that same spot, and it lingers long enough to extrude just a tiny bit more material that builds up in a vertical line.

            This matches exactly the tool path shown in the slicer and this effect is repeatable no matter how many parameters I changed. I've done many dozens of test prints and am not getting anywhere.

            These are 16mm across and are used as inserts into a tray holding vials to shim a narrower diameter tube, and the bump is enough to matter. I have to make thousands of these and am hoping not to have to file them all down by hand.

            If it matters, I'm using a Sindoh 3DWOX 2D and a 3DWOX 1 with PLA filament.

            1. Is there a name for this effect?
            2. Are there mitigations?

            I'm starting to rethink this whole approach...

            ...

            ANSWER

            Answered 2020-Sep-25 at 15:21

            I was happy to find my own answer elsewhere.

            First, that effect is known as a "seam", and one mitigation is known as "vase mode" (known in some slicers as "Spiralise Outer Contour"), which builds the cylinder in a continuous spiral from the bottom up with no seam. It can create really nice aesthetically-pleasing prints.

            However, vase mode only works for a single model because stopping (and possibly retracting) to print a second model breaks the whole continuous-spiral thing.

            So, if I had only a few of these to print, I'd do them one at a time, but given that I need thousands of them, I've found other approaches to solving the problem.

            Source https://stackoverflow.com/questions/64033351

            QUESTION

            Python Nested Dictionaries Retrieve Key from nested value
            Asked 2020-Jun-14 at 05:55

            I have a Python dictionary with dictionaries nested heavily within. There are several tiers.

            What I am trying to accomplish is a function where I can enter any one of the "subcategories" values, for example, 20003482 or 200000879 and it has to return the first nested subcategory key, so for the above examples, 100003109

            I am unsure about the best way to go about this, but I've tried something like

            ...

            ANSWER

            Answered 2020-Jun-11 at 23:54

            There could be 2 different solutions. The simpler one would be here you know that the subcategories are at a fixed depth, in this case

            Source https://stackoverflow.com/questions/62333686

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install pytorch-OpCounter

            pip install thop (now continously intergrated on Github actions).

            Support

            For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .
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