Anyone knows how to disable xla compiler on cloud TPUv3 node instance? - tpu

I'm trying to profile a tensorflow based network, but XLA fusion makes it difficult to isolate the function I want to know about.
Anyone knows how to disable XLA compiler? I tried --xla_compile=False as below
https://stackoverflow.com/questions/52890108/how-to-open-tensorflow-xla#:~:text=You%20can%20enable%20or%20disable,%2D%2Dxla_compile%3DTrue%20or%20False%20.&text=Show%20activity%20on%20this%20post.,-One%20way%20to

Related

Implementing Multi-GPU using the Unity Engine

I am currently working on a quite large, graphicaly demanding Unity project. So I decided that I want to implement a Multi-GPU approach in order to get enough performance to run my build. While researching I found out that implementing Multi-GPU isn’t as easy as I first thought. There are currently many conflicting oppinions on if realtime Multi-GPU is even still possible at this time. One thing that has held my hopes up is this blog post by Nvidea . It explains how it is possible to create your own Multi-GPU solution using DX12.
If anyone knows anything about this, my exact Questions are:
Is there any way to implement Multi-GPU in Unity?
If yes, how would I go about implementing Multi-GPU into my project
using DX12 perferably?
Is there any automatic/template Multi-GPU implementation I could
use?
Thanks for any Help!

Templates for designing neural network architectures

I trying to produce a neural network visualization similar to the one below (link):
I was wondering if anybody could suggest any resources that they have used themselves and are happy with. If, in particular, anyone knows of any freely available template from which I can build off, that would be great.
I happened to e-mail the author who let me know that he used Powerpoint for this one. Who would have thought!

Can I build a license or time limited demo version of a stand-alone application using MATLAB Compiler?

I have developed a stand-alone application using the MATLAB Compiler and I would like to be able to distribute it, as this is a common practice to let the potential user tests the application before buying.
Is there any ability to do so using MATLAB?
Your help in this regard is highly appreciated. Thank you in advance.

converting matlab code to cloud service

I have written Matlab code( musclualr software package), frequently l have seen move application to the cloud service, and now l want to learn cloud computing, l start with my application, but l want to know the aims of converting matlab code to cloud service?
I know that this an old question. Since there could be anyone else looking for answers I will state it here.
I believe what you are trying to achieve is migrating your current matlab application to cloud service.
There are 2 ways that you can do this.
Using Matlab compiler - Matlab compiler lets you create DLL , jar depending on your language. Currently it supports .Net , Java , C/C++ , python etc.However there are limitations for this. As of you can't 100% guarantee that you will be able to rewrite youre entire codebase. and also matlab offers better solution for this scenario.(stated below)
Using Matlab production server - If you are looking to develop web application using your matlab code this is your ultimate solution I believe. matlab production server works like a REST service. you can host your matlab files(.m) inside the production server.
What happens here is matlab compiles your code using matlab compiler and deploy it in their cloud. afterwards you can consume this like a api through their sdk however.
https://in.mathworks.com/help/mps/qs/create-a-deployable-archive-for-matlab-production-server.html
I have attached the link here incase if anyone is interested.

Issues in Migration of RISCV Test Harness from VCS to Questasim Simulator

I have been trying to simulate the RISCV rocket core but to no luck, I do not have a Synopsys VCS simulator and so the rocketTestHarness.v file cannot be used as is. The rocketTestHarness.v includes a vcs_main.cc file that has extern functions that use DirectC interface handles like vc_handle and vc_getScalar vc_putScalar vc_put4stVector vc_4stVectorRef. These do not work with non VCS simulators like Questasim (the one that I have been using). Is there any way which I can use to migrate the rocketTestHarness.v file from a VCS simulator to Questasim Simulator. Or is there any other way by which I can simulate the rocket core using Questasim.
I looked at this but I'am not sure how all that works. Is it not possible to simulate the rocketchip without using the riscv_fesrvr and simulate as it would work in a natural environment. I'am willing to use DPI calls if those functions in vcs_main.cc can be translated to DPI call logic.
I would really appreciate if someone could provide some assistance on this.
Thanks in advance!!
Rocket Chip is designed to run in a tethered fashion (with HTIF and FESVR). This is not a requirement for RISC-V, but a artifact of how Rocket Chip is used in prototypes for research. Work is currently underway to define a platform specification to set a standard for boot-up and such for those that want to run standalone.
As a short-term method to get started, we do recommend using the C++ emulation provided by Chisel. Porting to Questasim will involve modifying the harness. In addition to interfacing with memory, HTIF will need to be connected to FESVR. When you get this done, if you submit a clean pull request we can integrate it for others.