Deploy GPU-based encoding for real-time optimizationCPU-based encoding can be slow and inefficient for large media workflows. Leveraging GPU acceleration (e.g., NVENC, QuickSync, or CUDA-based encoders) can sig
Bitmap image formats are easy to convert in-between one another;for example, converting JPG to PNG or vice versa is a simple matter, and can be done in pretty much any image viewer/editor. It is also easier to convert vector formats into bitmap formats,but in most cases it's quite di...
open(open(filepath, "rb"), "rt", encoding="utf-8") as f: for row in f: text = json.loads(row)["text"] if json.loads(row)["meta"]["redpajama_set_name"] == "RedPajamaGithub": continue # exclude the GitHub data since it overlaps with starcoder text_ids = tokenizer.encode(...
Defines a filter to be applied before encoding the image. For more detailed information, see PNG: Filter parameter in Save As task. PNG: Transparency If this option is turned off, the alpha channel is not stored. PNG: Use Palette If checked, then the image color palette is used while enc...
Relational and Item-Specific Encoding (RISE)80: overall accuracy on relational blocks. Note that we didn’t include the second form in the analyses due to its poor reliability (R = 0.26). Face memory: Personal Identity Memory Task (PIM): overall accuracy on multiple choice attribute recol...
Asking for a complex password every time isn’t a great idea in terms of usability. There should be some kind of authentication token to avoid this. There should be control over the data that you share with other modules of an application....
nvJPEG: Utilized for ultra-fast GPU-based texture image encoding. KTX2 Encoding: Applied offline for runtime-efficient GPU texture compression. CUDA Buffer Caching: Employed for frequently accessed textures, reducing retrieval delays. Morph Target Baking: Done on the CPU for single-...
Generative adversarial networks (GANs) represent an attractive and novel approach to generate realistic data, such as genes, proteins or drugs, in synthetic biology. Here, we apply GANs to generate synthetic DNA sequences encoding for proteins of variabl
Remember, GIFs are not particularly efficient compared to modern video codecs. You need to make some minor sacrifices when encoding them down to a reasonable file size. In the final step of this tutorial, you’ll further optimize your GIFs. ...
Limit Maximum Color Depth: Set to 16-bit for reduced data transmission. Enable H.264/AVC Graphics Mode: Prioritize this mode for better video encoding. Enable Hardware Encoding: Take advantage of GPU resources for encoding tasks. Optimize RemoteFX Adaptive Graphics: Adjust image quality settings fo...