tvm | Open deep learning compiler stack for cpu , gpu | Machine Learning library
kandi X-RAY | tvm Summary
kandi X-RAY | tvm Summary
Open deep learning compiler stack for cpu, gpu and specialized accelerators
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Top functions reviewed by kandi - BETA
- Implements a gemm_4x4 .
- Implementation of the gemm implementation .
- Return a function for the QNNX convolution layer .
- Performs a common sort .
- Convert RNN to LSTM .
- Inject DMAIntrin .
- Create a conv2d op .
- Resize 3D image .
- Encode constants .
- Create the conversion map .
tvm Key Features
tvm Examples and Code Snippets
python eval_sanet.py --root_dir $data_root_dir --resume checkpoints/ic15_resnet50_bs_4_ep_xxx/checkpoint.pth.tar --gpus 1 --onnx 1
class Upsample(OnnxOpConverter):
""" Operator converter for Upsample (nearest mode).
"""
@classmethod
import tvm.relay.frontend.yolov3 as yolov3
import cv2
import numpy as np
test_image = 'test.jpg'
imagex = cv2.imread(test_image)
imagex = np.array(imagex)
config = {
'img': imagex,
'cfg_path': 'yolov3.cfg',
'weights_path': 'yolov3.wei
def _pad():
def _impl(inputs, input_types):
data = inputs[0]
padding = inputs[1]
# pad_width = list(zip(padding, padding))
pad_v = padding.type_annotation.shape # change here and next line
pad_width = [[0,
Community Discussions
Trending Discussions on tvm
QUESTION
Free TON Solidity. How to get hash from data encoded into cell? tvm.hash() analogue?
...ANSWER
Answered 2021-Jun-08 at 08:29Do You need hash of BOC? Check this function https://github.com/tonlabs/TON-SDK/blob/master/docs/mod_boc.md#get_boc_hash
BOC with one CELL equal to CELL itself.
In fact BOC starts from root CELL which point to other CELLs.
QUESTION
I´m trying to generate translation file using command django-admin makemessages -l pt-br in Windows 10 but unfortunately the files aren´t generated. Here the steps that I followed:
- Installed gettext library from mlocati.
- I also tried several options from django i18n: Make sure you have GNU gettext tools , this process is more manual.
As the result when i run django-admin makemessages -l pt-br looks like that Django is executing something but the directory is not generated in the end.
Here are some peace of code that I have
views.py
...ANSWER
Answered 2021-Apr-28 at 11:59After several tryings and options. I found the error in my case.
If you install any gettext wizard installation some dependences library could not be instaled. (It was my case). According with the post django i18n: Make sure you have GNU gettext tools in the contribution of Far the problem it was fixed.
According with django documentation, the command "xgettext --version" must be run to enable internationalization command. In my case w64gcc_s_sjlj-1.dll it was out.
QUESTION
I am developing a plugin that generates various PDFs using AJAX. I have done all but stuck on generating multiple PDFs for each user using the loop.
I prefer to generate PDF with multiple pages for each user. However, if not possible, then a separate PDF for each user would work as well.
The below code is generating only one page for probably for the first user in the loop. Then generate one blank page and stop the iteration.
Please see mPDF Library
Data ...ANSWER
Answered 2021-Mar-24 at 11:41I'm not sure if this is the problem. But you are rewriting $markup variable every loop in the foreach with this sentence:
QUESTION
I need to run a custom GluonCV object detection module on Android.
I already fine-tuned the model (ssd_512_mobilenet1.0_custom) on a custom dataset, I tried running inference with it (loading the .params file produced during the training) and everything works perfectly on my computer. Now, I need to export this to Android.
I was referring to this answer to figure out the procedure, there are 3 suggested options:
- You can use ONNX to convert models to other runtimes, for example [...] NNAPI for Android
- You can use TVM
- You can use SageMaker Neo + DLR runtime [...]
Regarding the first one, I converted my model to ONNX. However, in order to use it with NNAPI, it is necessary to convert it to daq. In the repository, they provide a precomplied AppImage of onnx2daq to make the conversion, but the script returns an error. I checked the issues section, and they report that "It actually fails for all onnx object detection models".
Then, I gave a try to DLR, since it's suggested to be the easiest way. As I understand, in order to use my custom model with DLR, I would first need to compile it with TVM (which also covers the second point mentioned in the linked post). In the repo, they provide a Docker image with some conversion scripts for different frameworks. I modified the 'compile_gluoncv.py' script, and now I have:
...ANSWER
Answered 2021-Mar-03 at 10:33The error message is self-explanatory - there is no model "ssd_512_mobilenet1.0_custom" supported by mxnet.gluon.model_zoo.vision.get_model
. You are confusing GluonCV's get_model
with MXNet Gluon's get_model
.
Replace
QUESTION
I am coming up to speed on Xamarin. I am using "Mastering Xamarin.Forms: App architecture techniques for building multi-platform, native mobile apps with Xamarin.Forms 4, 3rd Edition" as a guide. This had me create a custom navigation service.
Here is the implementation (I skipped the interface for brevity)
...ANSWER
Answered 2020-Dec-23 at 12:24First, you must extend from the parameterized version of BaseViewModel. In your case, since you are passing in a PaymentRequest
, this would be:
QUESTION
So I have the following Python3 script to list all virtual machines.
...ANSWER
Answered 2020-Sep-27 at 11:16The Azure libraries for Python are currently being updated to share common cloud patterns such as authentication protocols, logging, tracing, transport protocols, buffered responses, and retries.
This would change the Authentication mechanism a bit as well. In the older version, ServicePrincipalCredentials
in azure.common
was used for authenticating to Azure and creating a service client.
In the newer version, the authentication mechanism has been re-designed and replaced by azure-identity
library in order to provide unified authentication based on Azure Identity for all Azure SDKs. Run pip install azure-identity
to get the package.
In terms of code, what then was:
QUESTION
I am trying to use tidy dots to build a function that I can use to summarize the data based on the requirement. I need to group by variables using different metrics based on the requirement.
Sample Data:
...ANSWER
Answered 2020-Sep-17 at 11:57You don't need complicated non-standard evaluation if you can pass column names as string, across
handles string column names.
QUESTION
I have a view model called TdetailsVM as below:
...ANSWER
Answered 2020-Aug-15 at 09:13If you are using Entity Framework Core, then for calling your stored procedure you can use this line of code.
QUESTION
I am not a seasoned programmer, I am pretty new so often when I look up the codes online, the codes tend to be very sophisticated. I am looking for guidance that is simplified and from a POV that I can understand regarding Finance applications.
I would like to ask about the NumPy functions such as numpy.fv(). I am aware of how to execute this function but ONLY for interest rates that are fixed. I would like to ask what if the rates are floating/varying interest rate?
For example, ABC deposited $1,000,000 into a bank, the bank pays a floating rate annually as shown: [1.2%, 1%, 1.8%, 1.2%, 0.9%]. What is the total amount ABC will receive after 5 years?
What I understand is through the use of for-loops and I know how to work this out via Excel but I have been scratching my head around this if the TVM functions may be implemented inside this for-loop to work out the final compounded amount after 5 years?
Thank you all !
...ANSWER
Answered 2020-Aug-13 at 17:58I don't think you really need anything complicated for this:
QUESTION
I have thousands of static HTML lines in a text file and I want to keep the "H-number" value that is between a specific HTML tag called "num" and turn it into a link by using PHP. For example, the HTML strings look like this:
H7585...
From this I want to get the part H7585
and turn it into something like this keeping the "H-number" value:
H7585...
However, all the "H-number" codes like H7585
are different, and they are not inside a PHP variable since everything is a string of HTML text. I have tried the PHP functions preg_match and preg_replace but I can't come up with a solution.
Something I have tried is this. But I don't know how to get the different H-number values to show or display:
$string = '...
- (there are thousands of lines like this though, with different H-number codes).
H7585......
H72000......
H8525...';
$string = preg_replace("/(.+?)<\\/num>/is", "display_value_here", $string);
$echo $string;
Would anyone please help me? I would really appreciate it.
...ANSWER
Answered 2020-Jul-20 at 08:29You could make use of the DOMDocument API, by creating a document, loading your HTML into it, looking for desired nodes using XPath then replacing them with the newly created link elements:
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You can use tvm like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.
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