-
Notifications
You must be signed in to change notification settings - Fork 0
Home
A Bhat edited this page Jan 18, 2020
·
51 revisions
- Types: Supervised Learning | Unsupervised Learning | Reinforcement learning
- Networks: Convolutional Neural Network | Recurrent Neural Network
- Activation function: ReLU | SoftMax
- Data formats : FP16 | FP32 | bfloat16 | INT8
- Image classification: AlexNet | VGG | ResNet | Inception | MobileNets | DenseNet | ResNeXt
- NLP: BERT
- MLPerf : MLPerf Inference | MLPerf Training
- Data sets : MNIST | ImageNet | COCO | PASCAL VOC | CIFAR
- x86 CPU : Intel | AMD
- Arm CPU: AWS | Marvell | Fujitsu | Huawei | NVIDIA | Ampere
- GPU : AMD | NVIDIA
- ML Accelerators: GraphCore | Habana Labs | Groq
- Connectors: PCIe | NVLink | Infiniband | Ethernet
- Frameworks: TensorFlow | PyTorch | MXNET | Keras | ONNX
- Inference engines: ArmNN | OpenVINO | TensorRT | TensorFlow Lite | Core ML
- Libraries: cuDNN | MKL-DNN | Arm Compute Library
- BLAS libraries: Eigen | OpenBLAS | MKL | BLIS | cuBLAS
- Compiler tech: MLIR | TensorFlow XLA | TVM
- A profile : ARMv8.0-A | ARMv8.1-A | ARMv8.2-A | ARMv8.3-A | ARMv8.4-A | ARMv8.5-A | ARMv8.6-A
- R profile : ARMv7-R | ARMv8-R
- M profile : ARMv6-M | ARMv7-M | ARMv7E-M | ARMv8-M
- Languages : Python | R | Rust | Java | Javascript | C | C++ | Julia
- Compiler : GNU Toolchain | LLVM
- Others : Valgrind | QEMU
Python related
- Interpreters: CPython | PyPy | Jython | IronPython
- Packaging: pip | conda
- Distributions: Anaconda | ActivePython
- Repository: PyPI
- Libraries: NumPy | SciPy | Pandas
- Editors: Visual Studio Code | PyCharm
- Vendors: AWS | Microsoft Azure | Google Cloud
- Linux distributions: RHEL | SLES | CentOS | Fedora | OpenSUSE | Ubuntu | Amazon Linux 2
- Containers: Docker | Kubernetes | KVM
- Copyleft : GPL License
- Permissive : MIT | BSD | Apache License