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| 9.1 | `nvmath-python`: Interoperability with CPU and GPU tensor libraries | [![](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/samaid/pyhpc-tutorial/blob/main/notebooks/9_1_nvmath-python_interop.ipynb) | |
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| 9.2 | `nvmath-python`: Kernel fusion | [![](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/samaid/pyhpc-tutorial/blob/main/notebooks/9_2_nvmath-python_kernel_fusion.ipynb) | |
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| 9.3 | `nvmath-python` stateful APIs: Amortizing task preparation costs | [![](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/samaid/pyhpc-tutorial/blob/main/notebooks/9_3_nvmath-python_stateful_apis.ipynb) | |
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| 9.4 | `nvmath-python` scaling to many GPUs | [![](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/samaid/pyhpc-tutorial/blob/main/notebooks/9_4_nvmath-python_scaling.ipynb) | |

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