Ciro Santilli
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Artificial neural network (ANN)
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Neural network
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Table of contents
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ANN model (ANN architecture)
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Artificial neural network
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LeNet (1998, LeNet-5)
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ANN model
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LeNet implementation
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LeNet
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activatedgeek/LeNet-5
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LeNet implementation
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activatedgeek/LeNet-5 use ONNX for inference
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activatedgeek/LeNet-5
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activatedgeek/LeNet-5 run on GPU
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activatedgeek/LeNet-5
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Residual neural network (2015, ResNet)
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ANN model
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ResNet implementation
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Residual neural network
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ResNet variant
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Residual neural network
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ResNet v1 vs v1.5
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ResNet variant
56
Convolutional neural network (CNN)
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ANN model
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CNN convolution kernels are also learnt
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Convolutional neural network
56
YOLO model
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Convolutional neural network
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Trained artificial neural network
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Artificial neural network
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Deep learning
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Artificial neural network
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Backpropagation
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Deep learning
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Epoch and batch size
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Backpropagation
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Epoch (deep learning)
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Epoch and batch size
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Batch size (deep learning)
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Epoch and batch size
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Learning rate
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Backpropagation
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Deep learning benchmark
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Deep learning
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MLperf
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Deep learning benchmark
93
MLperf v2.1 ResNet
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MLperf
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Run MLperf v2.1 ResNet on Imagenette
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MLperf v2.1 ResNet
254
Deep learning is mostly matrix multiplication
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Deep learning
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Deep learning framework
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Deep learning
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ONNX
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Deep learning framework
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Netron
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ONNX
5
PyTorch
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Deep learning framework
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python/pytorch/matmul.py
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PyTorch
173
PyTorch model
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PyTorch
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torchvision
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PyTorch
19
torchvision ResNet
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torchvision
121
TensorFlow
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Deep learning framework
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TensorFlow quantum
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TensorFlow
25
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Neural network
Machine learning
Computer
Information technology
Area of technology
Technology
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