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#!/bin/sh | |
# | |
# Download and install a single iOS provisioning profile | |
# Requires https://github.com/nomad/cupertino | |
# | |
# Usage | |
# - Login to your account once: | |
# ios login | |
# - Configure TEAM and PROFILE (instructions below) | |
# - Run update_provisioning_profile.sh at anytime, usually after adding/removing devices to the profile |
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Comprehensive Optimization Guidelines for the Apple Neural Engine (ANE) | |
Tensor Considerations: | |
Shapes: Utilize tensor shapes that are powers of 2 (e.g., 2, 4, 8, 16) to enhance memory allocation and access. | |
Sizes: Keep tensor sizes small, aiming for multiples of 16 (e.g., 16, 32, 48, 64) to optimize memory usage. | |
Alignment: Ensure tensors are aligned to 16-byte boundaries to optimize memory access and computation. This is crucial for both performance and model compatibility with ANE hardware constraints. | |
ANE Hardware Maximums: | |
Maximum Tensor Dimension Size: The ANE can only load tensors with a dimension size of at most 16,384. | |
Maximum Model Block Size: The model block size should not exceed 1024. |