workloads Credit: Siyuan FengWhere are we goingUnified Runtime For Heterogeneous Devices CUDA Driver NPU Driver Device Drivers External Runtimes NPUModule CUDAModule TFModule tvm::runtime::Module GetFunction(string) Simulator} compiler, driver, hardware design full stack open source Current TVM Stack VTA Runtime & JIT CompilerTSIM: Support for Future Hardware Current TVM Stack New NPU Runtime TSIM Driver TSIM Binary

Sheet ($B) – 2014-2024, per Capital IQ115 Tech CapEx Spend Driver = Compute Spend to Train & Run AI Models116 Tech CapEx Spend Driver = Compute Spend to Train & Run Models To understand the evolution Khosrowshahi, Fast forward 15, 20 years, I think that the autonomous driver is going to be a better driver than the human driver. They will have trained on lifetimes of driving that no person can, they’re

restricted to Linaro members ● Three sub-projects: ○ Arm Compute Library ○ Arm NN ○ Android NN Driver ● Arm Compute Library has been integrated by: ○ MATLAB Coder ○ ONNX RuntimeArm platform support

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