Halcon Optimizing DL Model for Inference - Search Videos

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HALCON's Deep-Learning-Based Object Detection 4: Apply the Model (Inference)

From 01:11Generating DLSample

HALCON's Deep-Learning-Based Object Detection 4: Apply the Model (Inference)

YouTubeMVTec Software

Speed Up Inference with Mixed Precision | AI Model Optimization with Intel® Neural Compressor

From 03:00Converting Models to Bfloat16

Speed Up Inference with Mixed Precision | AI Model Optimization with Intel® Neural

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MVTec HALCON Deep Learning Basics: Workflow, data & model

From 02:24Training Data and DLDataset

MVTec HALCON Deep Learning Basics: Workflow, data & model

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Deep-Learning-Based Anomaly Detection with MVTec HALCON

From 04:27Training the Anomaly Detection Model

Deep-Learning-Based Anomaly Detection with MVTec HALCON

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Classification 2: Train a model – HALCON Deep Learning

From 04:57Evaluating the Model

Classification 2: Train a model – HALCON Deep Learning

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Accelerate Transformer inference on CPU with Optimum and Intel OpenVINO

From 05:27Model Optimization with OpenVino Quantizer

Accelerate Transformer inference on CPU with Optimum and Intel OpenVINO

YouTubeJulien Simon

Deploy LLM to Production on Single GPU: REST API for Falcon 7B (with QLoRA) on Inference Endpoints

From 14:04Creating the Endpoint Handler

Deploy LLM to Production on Single GPU: REST API for Falcon 7B (with QLoRA) on

YouTubeVenelin Valkov

Deep Learning Instance Segmentation with MVTec HALCON

From 02:12Creating the Model

Deep Learning Instance Segmentation with MVTec HALCON

YouTubeMVTec Software

HALCON's Deep-Learning-Based Object Detection 3: Evaluate the Trained Model

From 01:43DLResultBatch Analysis

HALCON's Deep-Learning-Based Object Detection 3: Evaluate the Trained Model

YouTubeMVTec Software

HALCON's Deep-Learning-Based Object Detection 4: Apply the Model (Inference)

HALCON's Deep-Learning-Based Object Detection 4: Apply the Model (Inference)

5.4K viewsApr 15, 2020

YouTubeMVTec Software

MVTec HALCON Deep Learning Basics: Workflow, data & model

MVTec HALCON Deep Learning Basics: Workflow, data & model

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Classification 4: Apply the Model (Inference) – HALCON Deep Learning

Classification 4: Apply the Model (Inference) – HALCON Deep Learning

4.4K viewsJul 13, 2021

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Deep-Learning-Based Anomaly Detection with MVTec HALCON

Deep-Learning-Based Anomaly Detection with MVTec HALCON

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Deep-learning-based 3D object detection & pose estimation using 2D images in MVTec HALCON

Deep-learning-based 3D object detection & pose estimation using 2D images in MVTec HALCON

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Classification 2: Train a model – HALCON Deep Learning

Classification 2: Train a model – HALCON Deep Learning

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Deep Learning Instance Segmentation with MVTec HALCON

Deep Learning Instance Segmentation with MVTec HALCON

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HALCON's Deep-Learning-Based Object Detection 2: Train a model

4.8K viewsApr 15, 2020

YouTubeMVTec Software

HALCON's Deep-Learning-Based Object Detection 3: Evaluate the Trained Model

4K viewsApr 15, 2020

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Lec 24. Inference Methods for Deep Learning

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Inference Optimization (Technical Walkthrough of NVIDIA’s Blog)

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Mastering LLM Inference Optimization From Theory to Cost Effective Deployment: Mark Moyou

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DL1: 3. Optimization

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Lec 07. Scaling Rules for Optimization

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Distributed inference with llm-d’s “well-lit paths”

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Inference Office Hours with SGLang: Performance Optimizations for LLM Serving

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Maximize LLM Inference Performance + Auto-Profile/Optimize PyTorch/CUDA Code

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Faster LLMs: Accelerate Inference with Speculative Decoding

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Scaling Ultra Low Latency LLM Inference

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Hands-on 10: Large Language Model Alignment with Direct Preference Optimization

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Optimizing inference for voice models in production - Philip Kiely, Baseten

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AI Hardware: Training, Inference, Devices and Model Optimization

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Learn How to use Falcon - Open Source LLM model

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Deep Dive: Optimizing LLM inference

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Unlock the Power of Data-Driven Decision Making with Decision Optimization

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oLLM: The Future of Massive Model Inference. Large Models, Smaller Hardware: The oLLM Story.

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Simple Video analytics pipeline using DL-Streamer | Intel Software

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Tour De Force: LLM Inference Optimization From Simple To Sophisticated - Christin Pohl, Microsoft

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Optimizing Load Balancing and Autoscaling for Large Language Model (LLM) Inference on Kub... D. Gray

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YouTubeCNCF [Cloud Native Computing Foundation]

Inference Optimization: Making AI Faster & Cheaper (Latency, Throughput & GPUs)

56 views1 month ago

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