Deep convolutional neural networks have produced excellent results when utilized for image classification tasks, and they are being applied in a growing number of contexts. Model inference on edge devices is challenging due to the unending complicated structures needed to improve performance, which adds ...
gosession - This is quick session for net/http in GoLang. This package is perhaps the best implementation of the session mechanism, or at least it tries to become one. goth - provides a simple, clean, and idiomatic way to use OAuth and OAuth2. Handles multiple providers out of the box...
APITemplate.io - Auto-generate images and PDF documents with a simple API or automation tools like Zapier & Airtable. No CSS/HTML required. Free plan comes with 50 images/month and 3 templates. Arize AI - Machine learning observability for model monitoring and root-causing issues such as data...
Cache Thread safe, offline and high performance cache libs and frameworks. Awesome Cache - Delightful on-disk cache (written in Swift) mattress - iOS Offline Caching for Web Content Carlos - A simple but flexible cache HanekeSwift - A lightweight generic cache for iOS written in Swift with ex...
Deep residual learning for image recognition. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, NV, USA, 26 June–1 July 2016; pp. 770–778. [Google Scholar] Szegedy, C.; Ioffe, S.; Vanhoucke, V.; Alemi, A. Inception-v4, inception-...
This means that GPUs can perform the same instruction on each pixel of an image in parallel. The terminology used in the GPU domain is diverse, and the architecture of a GPU is complex and differs from one model and manufacturer to another. For instance, the two GPU manufacturers NVIDIA ...
frugally-deep - Header-only library for using Keras models in C++. Genann - Simple neural network library in C. MXNet - Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more....
Our method maps naturally to the GPU, exploiting its parallelism and cache, and this is reflected in the considerable speed increase over a CPU version by around two orders of magnitude. Resolution Output Mode Trees Classes CPU GPU Speed-up (pixels) (ms) (ms) (×) 320 × 240 TreeLeaf 1...
bfloat16, bnb_4bit_use_double_quant= False, ) model = AutoModelForCausalLM.from_pretrained( base_model, quantization_config=bnb_config, device_map="auto", trust_remote_code=True, ) model.config.use_cache = False model.config.pretraining_tp = 1 # Load tokenizer tokenizer = AutoTokenizer...
ipaddress.sh— Simple service to get public IP address in different formats. ipbase.com - IP Geolocation API - Forever free plan that spans 150 requests per month. Iploka— IP to Geolocation API - Forever free plan for developers with 10k requests per month limit. IP Geolocation— IP Geolo...