warmup_fused_profiling_results
user_3093867
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14 days ago
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Running for input size: (1, 3, 416, 416) Average total time over 100 runs for each input size: 299.1664 ms Node 'Mul': 0.1629 ms Node 'convolution': 0.6480 ms Node 'pooling': 0.3462 ms Node 'convolution1': 0.4406 ms Node 'pooling1': 0.2141 ms Node 'convolution2': 0.3283 ms Node 'pooling2': 0.1203 ms Node 'convolution3': 0.2701 ms Node 'pooling3': 0.0849 ms Node 'convolution4': 0.2999 ms Node 'pooling4': 0.0693 ms Node 'convolution5': 0.5076 ms Node 'pooling5': 0.0711 ms Node 'convolution6': 0.7515 ms Node 'convolution7': 1.3093 ms Node 'convolution8': 0.1258 ms ==================================================== Running for input size: (1, 3, 832, 832) Average total time over 100 runs for each input size: 859.2816 ms Node 'Mul': 0.6088 ms Node 'convolution': 2.9556 ms Node 'pooling': 1.5712 ms Node 'convolution1': 1.6155 ms Node 'pooling1': 0.8665 ms Node 'convolution2': 0.9921 ms Node 'pooling2': 0.4506 ms Node 'convolution3': 0.7113 ms Node 'pooling3': 0.2856 ms Node 'convolution4': 0.6949 ms Node 'pooling4': 0.1956 ms Node 'convolution5': 0.9403 ms Node 'pooling5': 0.1986 ms Node 'convolution6': 1.5854 ms Node 'convolution7': 2.7210 ms Node 'convolution8': 0.2914 ms ==================================================== Running for input size: (1, 3, 1664, 1664) Average total time over 100 runs for each input size: 2595.3966 ms Node 'Mul': 2.1625 ms Node 'convolution': 11.3281 ms Node 'pooling': 6.6265 ms Node 'convolution1': 6.3490 ms Node 'pooling1': 3.5739 ms Node 'convolution2': 3.4618 ms Node 'pooling2': 1.7841 ms Node 'convolution3': 1.9685 ms Node 'pooling3': 0.9423 ms Node 'convolution4': 1.4188 ms Node 'pooling4': 0.5550 ms Node 'convolution5': 1.5878 ms Node 'pooling5': 0.5168 ms Node 'convolution6': 2.9719 ms Node 'convolution7': 4.9010 ms Node 'convolution8': 0.6787 ms ==================================================== Running for input size: (5, 3, 416, 416) Average total time over 100 runs for each input size: 3176.1126 ms Node 'Mul': 2.7162 ms Node 'convolution': 13.6809 ms Node 'pooling': 8.0718 ms Node 'convolution1': 7.5227 ms Node 'pooling1': 4.3085 ms Node 'convolution2': 4.1620 ms Node 'pooling2': 2.1832 ms Node 'convolution3': 2.4415 ms Node 'pooling3': 1.1682 ms Node 'convolution4': 1.7985 ms Node 'pooling4': 0.6993 ms Node 'convolution5': 2.0064 ms Node 'pooling5': 0.6462 ms Node 'convolution6': 3.7824 ms Node 'convolution7': 6.2754 ms Node 'convolution8': 0.8757 ms ==================================================== Running for input size: (10, 3, 416, 416) Average total time over 100 runs for each input size: 4225.7270 ms Node 'Mul': 3.6653 ms Node 'convolution': 18.7862 ms Node 'pooling': 10.9673 ms Node 'convolution1': 10.1263 ms Node 'pooling1': 5.7941 ms Node 'convolution2': 5.3854 ms Node 'pooling2': 2.9370 ms Node 'convolution3': 3.3615 ms Node 'pooling3': 1.5872 ms Node 'convolution4': 2.3360 ms Node 'pooling4': 0.9297 ms Node 'convolution5': 2.4912 ms Node 'pooling5': 0.8636 ms Node 'convolution6': 4.8888 ms Node 'convolution7': 7.9949 ms Node 'convolution8': 1.1593 ms ==================================================== Running for input size: (15, 3, 416, 416) Average total time over 100 runs for each input size: 5757.0782 ms Node 'Mul': 5.0861 ms Node 'convolution': 26.1422 ms Node 'pooling': 15.3944 ms Node 'convolution1': 14.1790 ms Node 'pooling1': 8.1111 ms Node 'convolution2': 7.4740 ms Node 'pooling2': 4.1386 ms Node 'convolution3': 4.4151 ms Node 'pooling3': 2.2202 ms Node 'convolution4': 3.0383 ms Node 'pooling4': 1.2511 ms Node 'convolution5': 3.1238 ms Node 'pooling5': 1.1548 ms Node 'convolution6': 6.1520 ms Node 'convolution7': 10.1022 ms Node 'convolution8': 1.5262 ms ====================================================
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