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Sentis inference is extremely slow
Posting here as I’ve been unsuccessfully trying to optimize my NN inference runtime in several ways and I still get horrible performance. I am running inference on some data through a first function...
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Microsoft-Llama ONNX fails to import, what does this error message mean?
I attempted to import an off-the-shelf Llama ONNX model by Microsoft. LlamaV2_7B_FT_float16.onnx GitHub GitHub - microsoft/Llama-2-Onnx Contribute to microsoft/Llama-2-Onnx development by creating an...
View ArticlePose estimation project from Sentis keynote
Hello, I followed the keynote and especially liked the presentation pose estimation presented here: https://www.youtube.com/live/8ZIdejTiXAE?feature=shared&t=2882 Do you know where I can find more...
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MNIST example fails to recognize a lot of digits (any onnx mnist model)
just running this example, fails to recognize digits. Classifying 6 as a five, 8 and 9 as something else. I tried various onnx models from here (version 1.2, 1.3, 1.9) But they all produce wrong...
View ArticleMemory leak in Conv operator?
I am getting a memory leak from the ops.Conv operator. Here is my code: using System.Collections; using System.Collections.Generic; using UnityEngine; using Unity.Sentis; public class Waves :...
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How to change the shape of a tensor?
import numpy as np # Create a 3-channel 4x4 image data image_data = np.array([[[1, 2, 3, 4], [5, 6, 7, 8], [9, 10, 11, 12], [13, 14, 15, 16]], [[17, 18, 19, 20], [21, 22, 23, 24], [25, 26, 27, 28],...
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Pong-RT - Ray-Traced Pong now available on mobiles
play.google.com Pong-RT A neural rendering tech demo that runs ray tracing on your phone... Free Pong-RT is a simple tech demo to showcase ray-tracing on phones. Score points to change the theme....
View ArticleModel Convert(byte[] buffer)
Hello. In barracuda 3.0, model loading from byte[] was available with Convert(byte[]). Is there a way to do this in Sentis?...
View ArticleSentis 1.3 and Unity 2023.2
What is the reason Sentis v1.3 to require Unity 2023.2.0+? The requirement of previous Sentis versions was 2021.3.0 or later. 1 post - 1 participant Read full topic
View ArticleCan Sentis be used to create a Terminal in a game where i can feed it lore...
Im curious if sentis can be or will be able to be “trained” on data i feed it where a player can type keywords to it and it will respond appropriately. I would like to be able to teach the model by...
View ArticleTensor shape error while importing ONNX model
I have a swin-transformer-tiny-based model which I have converted to ONNX format. The inference runs fine in python (I’m using onnxruntime) but importing the model in Unity gives me the error:...
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DequantizeLinear not supported
I import a rwkv model,this model is onnx format,and then get this error and here can download this model: huggingface.co TIEMING/rwkv-world-0.4B-onnx at main We’re on a journey to advance and...
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Sentis Inference
Hello everyone, I’m new to the field of AI and I’m using Unity for a project I’m currently working on. I have an ONNX model derived from YOLOv8 and I would like to perform real-time , or even from...
View ArticleCan you use Sentis to create dynamic AI mobs?
For example, I assume everyone is familiar with League of Legends. So would it be possible to use Sentis to create a AI opponent, powered by a ML model, which plays against players and trains/improves...
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New projects and Unite talk
Hi All - After a brief community hiatus to execute and follow up on the Unite conference, we are back and working hard! If you haven’t yet, please check out the Sentis Unite breakout talk where we...
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Sentis Inference
Hello everyone, I’m new to the field of AI, I have an ONNX model derived from YOLOv8, and I would like to perform real-time inference. In addition to this, I have the labels for my model, and I’m...
View ArticleMenu does not stop
I’m creating a menu for a game and it’s not working properly, I play the game and it goes straight to the game using System.Collections; using System.Collections.Generic; using UnityEngine; using...
View ArticleScalarMad Optimization Proposal
I noticed that in some (already optimized) models, ScalarMad operations appear right before Conv operations, even though BatchNormalization operations and Conv operations are fused. Actually it should...
View ArticleHelp with Voices using sentis
Hello all, I’m dipping my toe into sentis as a beginner and after chatting with Muse it suggested I post here for any help along with some reading materials. As a complete beginner could anyone offer...
View ArticleHow to parse the tensor data obtained from model inference:
I have a question. I downloaded a .onnx model from the internet and used Unity’s Sentis to perform inference, resulting in a bunch of tensor data. At this point, how do I parse this data to obtain the...
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