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{ | ||
"cells": [ | ||
{ | ||
"cell_type": "markdown", | ||
"id": "1c4fd5b5-1b9e-4a8e-82b3-6ab214c203ea", | ||
"metadata": {}, | ||
"source": [ | ||
"## Project Mockup" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": 1, | ||
"id": "54a52e27-3d9d-4574-990b-329a47d4bf13", | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"struct S { double val = 1.0; };" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": 2, | ||
"id": "b9e80eda-8924-4f3c-bbc0-7b74ba9b9a36", | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"%%python\n", | ||
"\n", | ||
"python_vec = cppyy.gbl.std.vector(cppyy.gbl.S)(5)" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": 3, | ||
"id": "697760dd-200e-4fa6-85b2-f1786215eda3", | ||
"metadata": {}, | ||
"outputs": [ | ||
{ | ||
"name": "stdout", | ||
"output_type": "stream", | ||
"text": [ | ||
"1.0\n" | ||
] | ||
} | ||
], | ||
"source": [ | ||
"%%python\n", | ||
"\n", | ||
"print(python_vec[3].val)" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": 4, | ||
"id": "d581f6cc-2737-4c11-b37a-25bb5296936a", | ||
"metadata": {}, | ||
"outputs": [ | ||
{ | ||
"name": "stdout", | ||
"output_type": "stream", | ||
"text": [ | ||
"<__main__.Derived object at 0x7fffdf639e40>\n" | ||
] | ||
}, | ||
{ | ||
"name": "stderr", | ||
"output_type": "stream", | ||
"text": [ | ||
"<string>:1: RuntimeWarning: class \"S\" has no virtual destructor\n" | ||
] | ||
} | ||
], | ||
"source": [ | ||
"%%python\n", | ||
"\n", | ||
"class Derived(cppyy.gbl.S):\n", | ||
" def __init__(self):\n", | ||
" val = 0\n", | ||
"res = Derived()\n", | ||
"print(res)" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": 5, | ||
"id": "f20feaa6-62a2-4805-853b-268b1c1832ac", | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"__global__ void arr_sum(int n, double *x, double *sum) {\n", | ||
" for(int i = 0; i < n; i++)\n", | ||
" *sum +=x[i];\n", | ||
"}" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": 6, | ||
"id": "cfd92edb-41e0-4bb8-b7a1-852782964423", | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"int n = 5;\n", | ||
"double h_sum;\n", | ||
"double *x = new double[n];" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": 7, | ||
"id": "90480051-7a57-4145-85c4-ca3bdc8e101f", | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"void setData(const std::vector<S>& a) {\n", | ||
" int i = 0;\n", | ||
" for(auto &s : a) {\n", | ||
" x[i] = s.val;\n", | ||
" i++;\n", | ||
" }\n", | ||
"}" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": 8, | ||
"id": "9d9913b7-db39-4c76-8939-efbca9256143", | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"%%python\n", | ||
"\n", | ||
"data_list = [1.0, 2.0, 3.0, 4.0, 5.0]\n", | ||
"for c, i in enumerate(data_list):\n", | ||
" python_vec[c].val = i\n" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": 9, | ||
"id": "846901c7-0cbb-4978-9efe-7f5870b939a7", | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"%%python\n", | ||
"\n", | ||
"cppyy.gbl.setData(python_vec)\n" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": 10, | ||
"id": "f57c46fa-addb-4d80-8cc3-29a464911fdc", | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"double *d_x, *d_sum;\n", | ||
"cudaMalloc((void **)&d_x, n * sizeof(double));\n", | ||
"cudaMalloc((void **)&d_sum, sizeof(double));" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": 11, | ||
"id": "d617ee2c-d9b7-4c4f-8ef2-051df37b2737", | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"cudaMemcpy(d_x, x, n * sizeof(double), cudaMemcpyHostToDevice);\n", | ||
"cudaMemcpy(d_sum, &h_sum, sizeof(double), cudaMemcpyHostToDevice);" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": 12, | ||
"id": "8417b211-e7f9-448d-969a-27fc0eb32697", | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"arr_sum<<<1, 1>>>(n, d_x, d_sum);" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": 13, | ||
"id": "4374b687-31a5-4b85-8d66-e738956814b4", | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"cudaMemcpy(&h_sum, d_sum, sizeof(double), cudaMemcpyDeviceToHost);" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": 14, | ||
"id": "8198bfdf-0ff7-4e27-ba6b-087833055794", | ||
"metadata": {}, | ||
"outputs": [ | ||
{ | ||
"name": "stdout", | ||
"output_type": "stream", | ||
"text": [ | ||
"Sum: 15\n" | ||
] | ||
} | ||
], | ||
"source": [ | ||
"std::cout << \"Sum: \" << h_sum << std::endl;" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": 15, | ||
"id": "33ffcf05-58cc-4212-aef7-4a5813fdc178", | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"delete[] x;\n", | ||
"cudaFree(d_x);\n", | ||
"cudaFree(d_sum);" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"id": "add835ef-6196-47d8-be75-14b872438de1", | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [] | ||
} | ||
], | ||
"metadata": { | ||
"kernelspec": { | ||
"display_name": "CUDA (C++17)", | ||
"language": "CUDA", | ||
"name": "cuda-xcpp17" | ||
}, | ||
"language_info": { | ||
"codemirror_mode": "text/x-c++src", | ||
"file_extension": ".cpp", | ||
"mimetype": "text/x-c++src", | ||
"name": "c++", | ||
"version": "17" | ||
} | ||
}, | ||
"nbformat": 4, | ||
"nbformat_minor": 5 | ||
} |