warmup_separete_profiling_results

Running for input size: (1, 3, 416, 416)
Average total time over 100 runs for each input size: 292.8773 ms
Node 'Mul': 0.1785 ms
Node 'convolution': 0.4397 ms
Node 'activation': 0.5805 ms
Node 'pooling': 0.3613 ms
Node 'convolution1': 0.2937 ms
Node 'activation1': 0.3023 ms
Node 'pooling1': 0.2285 ms
Node 'convolution2': 0.1946 ms
Node 'activation2': 0.1748 ms
Node 'pooling2': 0.1278 ms
Node 'convolution3': 0.1559 ms
Node 'activation3': 0.1219 ms
Node 'pooling3': 0.0956 ms
Node 'convolution4': 0.1517 ms
Node 'activation4': 0.0779 ms
Node 'pooling4': 0.0638 ms
Node 'convolution5': 0.2118 ms
Node 'activation5': 0.0578 ms
Node 'pooling5': 0.0715 ms
Node 'convolution6': 0.5579 ms
Node 'activation6': 0.0806 ms
Node 'convolution7': 1.0172 ms
Node 'activation7': 0.0909 ms
Node 'convolution8': 0.1256 ms

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Running for input size: (1, 3, 832, 832)
Average total time over 100 runs for each input size: 1001.6885 ms
Node 'Mul': 0.6447 ms
Node 'convolution': 2.1683 ms
Node 'activation': 2.9429 ms
Node 'pooling': 1.5808 ms
Node 'convolution1': 1.1856 ms
Node 'activation1': 1.3070 ms
Node 'pooling1': 0.8777 ms
Node 'convolution2': 0.6587 ms
Node 'activation2': 0.7036 ms
Node 'pooling2': 0.4832 ms
Node 'convolution3': 0.4701 ms
Node 'activation3': 0.4082 ms
Node 'pooling3': 0.2988 ms
Node 'convolution4': 0.3977 ms
Node 'activation4': 0.2516 ms
Node 'pooling4': 0.1937 ms
Node 'convolution5': 0.4863 ms
Node 'activation5': 0.1794 ms
Node 'pooling5': 0.2105 ms
Node 'convolution6': 1.2293 ms
Node 'activation6': 0.2535 ms
Node 'convolution7': 2.2124 ms
Node 'activation7': 0.2877 ms
Node 'convolution8': 0.3039 ms

====================================================
Running for input size: (1, 3, 1664, 1664)
Average total time over 100 runs for each input size: 3600.7977 ms
Node 'Mul': 2.3314 ms
Node 'convolution': 9.5664 ms
Node 'activation': 13.4292 ms
Node 'pooling': 7.3228 ms
Node 'convolution1': 5.8695 ms
Node 'activation1': 6.4369 ms
Node 'pooling1': 3.3660 ms
Node 'convolution2': 2.5941 ms
Node 'activation2': 3.2251 ms
Node 'pooling2': 1.7530 ms
Node 'convolution3': 1.3821 ms
Node 'activation3': 1.4958 ms
Node 'pooling3': 0.9722 ms
Node 'convolution4': 0.9697 ms
Node 'activation4': 0.7934 ms
Node 'pooling4': 0.5605 ms
Node 'convolution5': 0.9787 ms
Node 'activation5': 0.4985 ms
Node 'pooling5': 0.5388 ms
Node 'convolution6': 2.3829 ms
Node 'activation6': 0.7925 ms
Node 'convolution7': 4.2420 ms
Node 'activation7': 0.8701 ms
Node 'convolution8': 0.7193 ms

====================================================
Running for input size: (5, 3, 416, 416)
Average total time over 100 runs for each input size: 4442.7766 ms
Node 'Mul': 2.8855 ms
Node 'convolution': 11.4524 ms
Node 'activation': 16.2682 ms
Node 'pooling': 8.8225 ms
Node 'convolution1': 6.8882 ms
Node 'activation1': 7.6629 ms
Node 'pooling1': 4.1966 ms
Node 'convolution2': 3.1770 ms
Node 'activation2': 3.8959 ms
Node 'pooling2': 2.2129 ms
Node 'convolution3': 1.7508 ms
Node 'activation3': 1.8448 ms
Node 'pooling3': 1.2139 ms
Node 'convolution4': 1.2347 ms
Node 'activation4': 1.0017 ms
Node 'pooling4': 0.7088 ms
Node 'convolution5': 1.2592 ms
Node 'activation5': 0.6289 ms
Node 'pooling5': 0.6899 ms
Node 'convolution6': 3.0920 ms
Node 'activation6': 0.9954 ms
Node 'convolution7': 5.4864 ms
Node 'activation7': 1.1109 ms
Node 'convolution8': 0.9105 ms

====================================================
Running for input size: (10, 3, 416, 416)
Average total time over 100 runs for each input size: 6041.5719 ms
Node 'Mul': 3.8741 ms
Node 'convolution': 15.9329 ms
Node 'activation': 22.1506 ms
Node 'pooling': 11.7699 ms
Node 'convolution1': 9.4651 ms
Node 'activation1': 10.5968 ms
Node 'pooling1': 5.7246 ms
Node 'convolution2': 4.2764 ms
Node 'activation2': 5.1862 ms
Node 'pooling2': 3.0558 ms
Node 'convolution3': 2.3926 ms
Node 'activation3': 2.5300 ms
Node 'pooling3': 1.6756 ms
Node 'convolution4': 1.6433 ms
Node 'activation4': 1.3726 ms
Node 'pooling4': 0.9756 ms
Node 'convolution5': 1.6396 ms
Node 'activation5': 0.8543 ms
Node 'pooling5': 0.9310 ms
Node 'convolution6': 4.0363 ms
Node 'activation6': 1.3709 ms
Node 'convolution7': 7.0855 ms
Node 'activation7': 1.4798 ms
Node 'convolution8': 1.2102 ms

====================================================
Running for input size: (15, 3, 416, 416)
Average total time over 100 runs for each input size: 8400.2802 ms
Node 'Mul': 5.2496 ms
Node 'convolution': 22.2947 ms
Node 'activation': 30.9109 ms
Node 'pooling': 16.8013 ms
Node 'convolution1': 13.5672 ms
Node 'activation1': 15.1418 ms
Node 'pooling1': 7.9892 ms
Node 'convolution2': 6.1590 ms
Node 'activation2': 7.3471 ms
Node 'pooling2': 4.1642 ms
Node 'convolution3': 3.2249 ms
Node 'activation3': 3.4344 ms
Node 'pooling3': 2.2546 ms
Node 'convolution4': 2.1593 ms
Node 'activation4': 1.8453 ms
Node 'pooling4': 1.3333 ms
Node 'convolution5': 2.0609 ms
Node 'activation5': 1.1095 ms
Node 'pooling5': 1.2381 ms
Node 'convolution6': 5.1143 ms
Node 'activation6': 1.8418 ms
Node 'convolution7': 8.8453 ms
Node 'activation7': 1.9576 ms
Node 'convolution8': 1.5605 ms

====================================================