Quantization Unit Test 03-25-2024 03-25-2024 blog 5 minutes read (About 748 words)How To Unit Test Quantization Implementation Deep Learning, Mathematics, Software Engineering, Quantization, Unit Test Read More
PyTorch Custom ONNX Operator Export 02-11-2024 02-11-2024 blog 10 minutes read (About 1573 words)Easier PyTorch to TensorRT Custom Plugin Integration Deep Learning, Software Engineering, PyTorch, ONNX, TensorRT Read More
How To Debug Deep Learning Inference Applications 01-01-2024 01-01-2024 article 23 minutes read (About 3511 words)First Principles of Evaluating Deep Learning Inference Deep Learning, Software Engineering, Numerical Errors, Deep Learning Inference Read More
Numerical Errors In HPC and Deep Learning 12-26-2023 12-26-2023 blog 4 minutes read (About 575 words)Numerical Errors are Evil Deep Learning, High Performance Computing, Numerical Errors Read More
Deformable Attention 12-16-2023 12-16-2023 blog 34 minutes read (About 5063 words)Attention with Learned Spatial Feature Sampling Deep Learning, Computer Vision, Transformer, Attention Read More
Deformable Convolution 12-08-2023 12-08-2023 blog 6 minutes read (About 889 words)Convolution with Learned Spatial Feature Sampling Deep Learning, Computer Vision, Convolution Read More
Function Approximation Using Lookup Table and Interpolation 09-22-2023 09-22-2023 blog 7 minutes read (About 1001 words)Using Motorola CPU32 as an Example Deep Learning, Computer Architecture, Quantization Read More
ONNX Opset Operator Counts 07-10-2023 07-10-2023 blog 4 minutes read (About 549 words)How ONNX Expands the Support for Deep Learning Inference Over the Years Deep Learning, JavaScript, ONNX Read More
PyTorch Leaf Tensor 06-19-2023 06-19-2023 blog 10 minutes read (About 1503 words)Understanding PyTorch Leaf Tensor Deep Learning, PyTorch, Graph Algorithm Read More
Contribute To ONNX 05-28-2023 05-28-2023 blog 5 minutes read (About 694 words)Personal Unwarranted ONNX Contribution Guideline Deep Learning, ONNX Read More
ONNX Runtime Python Inference 04-25-2023 04-25-2023 blog 5 minutes read (About 691 words)ONNX Runtime Python Inference Example Deep Learning, Python, Software Engineering, ONNX Read More
OpenAI GPT Models 04-15-2023 04-15-2023 article 28 minutes read (About 4168 words)Generative Pre-Trained Transformer Models From OpenAI Deep Learning, Natural Language Processing, Reinforcement Learning, Transformer, GPT, OpenAI, ChatGPT, InstructGPT Read More