diff --git a/include/aare/ClusterVector.hpp b/include/aare/ClusterVector.hpp index 0adcb5e..71744a2 100644 --- a/include/aare/ClusterVector.hpp +++ b/include/aare/ClusterVector.hpp @@ -55,8 +55,10 @@ class ClusterVector> { // Move constructor ClusterVector(ClusterVector &&other) noexcept - : m_data(other.m_data), m_frame_number(other.m_frame_number) { - other.m_data.clear(); + : m_data(std::move(other.m_data)), + m_frame_number(other.m_frame_number) { + // other.m_data.clear(); + other.m_frame_number = 0; } /** @@ -83,7 +85,7 @@ class ClusterVector> { // Move assignment operator ClusterVector &operator=(ClusterVector &&other) noexcept { if (this != &other) { - m_data = other.m_data; + m_data = std::move(other.m_data); m_frame_number = other.m_frame_number; other.m_data.clear(); other.m_frame_number = 0; diff --git a/python/tests/ClusterFinderCUDA.ipynb b/python/tests/ClusterFinderCUDA.ipynb index 6b5df3f..9723964 100644 --- a/python/tests/ClusterFinderCUDA.ipynb +++ b/python/tests/ClusterFinderCUDA.ipynb @@ -65,7 +65,7 @@ "N = 88999\n", "cluster_size = (9, 9)\n", "image_size = (f.rows, f.cols)\n", - "capacity = 100_000 #3_000_000\n", + "capacity = 1_000 #3_000_000\n", "\n", "print(f'Image size: {image_size}')\n", "print(f'Pedestal frames: {n_frames_pd}')\n", @@ -154,7 +154,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Pedestal (1000 frames): 0.501s\n" + "Pedestal (1000 frames): 0.515s\n" ] } ], @@ -185,7 +185,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Reading 88999 frames: 30.101s (2957 FPS, 902.311 GB/s)\n" + "Reading 88999 frames: 4.574s (19458 FPS, 5938.097 GB/s)\n" ] } ], @@ -216,7 +216,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "CPU clustering: 835.664s (107 FPS, 90799856 clusters, 1020.23/frame)\n" + "CPU clustering: 837.700s (106 FPS, 90799856 clusters, 1020.23/frame)\n" ] } ], @@ -257,7 +257,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 19, "id": "4f94cf35-5796-463d-bed8-f44a02d91fc6", "metadata": {}, "outputs": [], @@ -267,13 +267,13 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 20, "id": "50848f8c-2e66-45b8-b6d5-ca80f368e6ba", "metadata": {}, "outputs": [], "source": [ "if(BATCHED):\n", - " BATCH_SIZE = 2000\n", + " BATCH_SIZE = 5000\n", "\n", " # Warmup: first kernel launch pays CUDA context + pedestal H2D upload cost\n", " _ = cf_cuda.find_clusters_batched(data[0:BATCH_SIZE], first_frame=0)\n", @@ -322,7 +322,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 21, "id": "502d0d3b-6b1e-4cc9-91df-9d998bd849b5", "metadata": {}, "outputs": [ @@ -332,7 +332,7 @@ "(9, 9)" ] }, - "execution_count": 19, + "execution_count": 21, "metadata": {}, "output_type": "execute_result" } @@ -343,7 +343,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 22, "id": "2e3e4b9c-7f23-4fb7-bc3e-fa3d766d51fc", "metadata": {}, "outputs": [ @@ -351,7 +351,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "CPU clustering: 835.664s (107 FPS, 90799856 clusters, 1020.23/frame)\n" + "CPU clustering: 837.700s (106 FPS, 90799856 clusters, 1020.23/frame)\n" ] } ], @@ -362,7 +362,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 23, "id": "4b8df93b-9a1b-41a5-9fed-9cda295fb523", "metadata": {}, "outputs": [ @@ -370,10 +370,10 @@ "name": "stdout", "output_type": "stream", "text": [ - "CUDA clustering: 8.812s (10100 FPS, 89995010 clusters, 1011.19/frame)\n", - " Kernel only: 0.039 ms/frame\n", - " PCIe + overhead: 0.060 ms/frame\n", - "Speedup (CPU / CUDA): 94.83×\n" + "CUDA clustering: 6.261s (14214 FPS, 88537254 clusters, 994.81/frame)\n", + " Kernel only: 0.040 ms/frame\n", + " PCIe + overhead: 0.030 ms/frame\n", + "Speedup (CPU / CUDA): 133.79×\n" ] } ], @@ -397,7 +397,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 24, "id": "d3a850df-7df0-485b-971d-381cfdc6be81", "metadata": {}, "outputs": [ @@ -405,7 +405,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Cluster count diff: 804846 (0.89%)\n" + "Cluster count diff: 2262602 (2.49%)\n" ] } ], @@ -425,7 +425,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 25, "id": "aff8db7e-8332-4228-857f-a9875cf940d3", "metadata": {}, "outputs": [ @@ -445,14 +445,14 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 26, "id": "9adeea2f-9309-4c0a-905b-7d1203ba1f4e", "metadata": {}, "outputs": [ { "data": { "image/png": - "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", + "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", "text/plain": [ "
" ]