Universal LLM Deployment Engine with ML Compilation
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Jan 20, 2026 - Python
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tvm
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Open Machine Learning Compiler Framework
javascript machine-learning performance deep-learning metal compiler gpu vulkan opencl tensor spirv rocm tvm
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Jan 21, 2026 - Python
yolort is a runtime stack for yolov5 on specialized accelerators such as tensorrt, libtorch, onnxruntime, tvm and ncnn.
visualization lightning deployment detection inference jit pytorch nms yolo tensorrt ncnn tvm onnx libtorch onnxruntime torchscript trt yolov5 yolort graghsurgeon
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Nov 3, 2025 - Python
Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.
pytorch quantization hessian 8-bit model-compression distillation tvm 4-bit mixed-precision tensorcore quantized-neural-networks hardware-aware efficient-neural-networks
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May 15, 2023 - Python
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Jul 27, 2025 - Python
Benchmark scripts for TVM
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Mar 15, 2022 - Python
A curated list of awesome inference deployment framework of artificial intelligence (AI) models. OpenVINO, TensorRT, MediaPipe, TensorFlow Lite, TensorFlow Serving, ONNX Runtime, LibTorch, NCNN, TNN, MNN, TVM, MACE, Paddle Lite, MegEngine Lite, OpenPPL, Bolt, ExecuTorch.
awesome deployment inference bolt mace tensorflow-serving tensorrt mnn ncnn tvm onnx tensorflow-lite openvino libtorch mediapipe tnn paddle-lite onnx-runtime megengine-lite openppl
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May 3, 2024 - Python
TVM Relay IR Visualization Tool (TVM 可视化工具)
visualization neural-network cpp python3 visualization-tools tvm neural-network-visualization tvm-relay-ir relay-ir visu-tvm visu-relay-ir
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Mar 5, 2025 - Python
动手学习TVM核心原理教程
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Dec 4, 2020 - Python
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Sep 2, 2020 - Python
ANT framework's model database that provides DNN models for the various range of IoT devices
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Jan 13, 2026 - Python
Canopy is a machine learning learning compiler stack with the capability of adopting high-end FPGAs. As a part of OpenAIOS project, Canopy is an evolved version of Apache TVM. Canopy is able to support a variety of hardware backends such as PCIE-based cloud FPGAs, CPUs and GPUs.
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May 7, 2021 - Python
Pruner: A Draft-then-Verify Exploration Mechanism to Accelerate Tensor Program Tuning (ASPLOS'25)
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Mar 31, 2025 - Python
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