Introduction to ROCm Overview    Introduction to ROCm    ROCm Device Driver Installation AMD ROCm components Hardware AMD GPU Hardware AMD HIP Programming HIP Programming Kernel Memory HIP vector add HIP vector add - analysis HIP Matrix Transpose HIP Matrix Transpose Profiling HIP Matrix Transpose - Optimized HIP Thread Sync and Cooperation HIP Reduction HIP Concurrency and Overlaping Op Example 1: Matrix/ Vector Multipl Example 2: Matrix Multiplications Example 3: Histograms How to install HIP on CPU? Advanced Topics HIPfy Process How to use hipfy-perl or hipfy-cl ROCm/ HIP performance tuning over Performance tuning examples ROCm Libraries ROCm rocBLAS ROCm Matrix Operations with Libra ROCm rocSparse ROCm rocFFT Examples rocRAND Examples ROCm/ HIP Multi-GPU operations Multi-GPU vector addition Multi-GPU Square Sum Example Stream-based multi-GPU programmin ROCm Docker Conclusions Conclusions and references