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Commit bf318366 authored by Huzaifa's avatar Huzaifa
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Copied over soc_simulator with added fc/conv interface

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Add1,36.2217,116.852,62.3719,54.4799,6479.76,3464.4,3015.35,25.6183,86.2375,47.824,39.0211,4798.11,2666.76,2164.16
Add1_f2h,56.9247,172.83,93.6324,79.1972,6048.31,3271.98,2776.33,40.2841,129.638,73.389,57.1983,4518.79,2553.55,1999.31
Add1_h2f,41.6054,134.411,71.4991,62.9117,6462.47,3437.92,3024.54,29.4206,98.8293,54.3763,45.0458,4752.33,2615.03,2165.77
Add2,35.0236,153.259,99.7851,53.4736,8759.13,5703.66,3055.47,24.7684,108.633,70.7873,37.8589,6213.07,4049.51,2164.3
Add2_f2h,158.537,686.903,462.538,224.365,8696.58,5858.33,2838.26,112.305,486.692,327.861,158.872,6171.91,4160.96,2011.47
Add2_h2f,41.5412,177.63,114.226,63.4042,8551.44,5498.99,3052.45,29.3753,125.993,81.1067,44.9049,6064.86,3904.13,2161.65
Add3,21.2537,100.994,63.1299,37.8636,9509.91,5945.29,3564.62,15.0519,71.5273,44.7163,26.8142,6729.98,4208.46,2521.83
Add3_f2h,28.3975,126.566,79.763,46.8029,8911.18,5615.63,3295.55,20.0846,89.624,56.5024,33.1257,6306.83,3975.68,2331.45
Add3_h2f,20.9649,93.9519,58.396,35.5559,8962.73,5570.82,3391.91,14.8261,66.498,41.3441,25.1571,6342.95,3943.66,2399.6
Add4,19.4384,96.5969,63.7597,32.8372,9942.78,6562.79,3380,13.7631,68.3882,45.1432,23.2456,7033.19,4642.48,2390.77
Add4_f2h,76.34,366.744,245.383,121.361,9608.93,6429.36,3179.57,54.0262,259.574,173.68,85.8957,6795.77,4547.27,2248.55
Add4_h2f,20.8326,97.3319,63.8484,33.4835,9343.97,6129.52,3214.45,14.7322,68.8549,45.1702,23.6853,6609.33,4335.85,2273.54
Add5,19.2262,98.1635,63.363,34.8005,10213,6592.51,3620.45,13.5983,69.4422,44.8239,24.6189,7224.11,4663.35,2560.82
Add5_f2h,14.7236,68.2983,44.2206,24.0777,9277.35,6006.75,3270.59,10.4122,48.3256,31.2902,17.0358,6563.72,4249.95,2313.82
Add5_h2f,10.5498,48.5475,31.279,17.2686,9203.37,5929.71,3273.66,7.46111,34.3694,22.1444,12.2253,6514.35,4197.26,2317.14
Add6,18.7741,98.9177,65.9587,32.959,10538.9,7027.44,3511.51,13.2788,70.0688,46.7239,23.3455,7463.67,4977.02,2486.72
Add6_f2h,39.6841,197.748,132.575,65.1736,9965.93,6681.4,3284.52,28.0732,139.953,93.8285,46.1249,7049.93,4726.52,2323.44
Add6_h2f,10.548,49.6626,33.0275,16.635,9451.94,6285.89,3166.05,7.48932,35.1512,23.3772,11.7744,6695.42,4452.75,2242.74
Add7,0.658159,3.49495,2.27537,1.21958,11081.8,7217.49,3864.29,0.52552,3.31175,2.15602,1.15575,11595.3,7554.3,4041.16
Add7_f2h,0.887661,1.49455,0.974188,0.52036,2879.78,1876.88,1002.9,0.714309,1.9336,1.26097,0.672641,3070.05,2000.93,1069.15
Add7_h2f,0.140755,0.0381309,0.0248393,0.0132916,504.337,328.401,175.936,0.101868,0.096878,0.0630995,0.0337795,1295.66,843.266,452.404
Conv1,200.956,558.231,289.217,269.014,5491.56,2830.66,2660.9,142.184,439.06,248.366,197.045,4285.98,2415.45,1937.47
Conv1_f2h,6.64024,16.2201,8.18921,8.03089,4750.32,2365.55,2384.77,4.70953,13.1579,7.43711,5.95826,3789.64,2126.15,1744.54
Conv1_h2f,41.8978,123.674,68.3327,55.3409,5907.39,3264.34,2643.05,29.6316,93.3619,54.0372,40.0462,4460.74,2582.14,1913.01
Conv2,610.501,2404.06,1472.21,931.848,8000.29,4920.48,3079.81,433.644,1704.25,1048.11,658.96,5732.95,3554.54,2187.14
Conv2_f2h,56.8745,201.057,104.016,97.0408,7053.45,3645.39,3408.06,40.2486,145.587,76.9607,69.1825,5092.26,2687.52,2424.64
Conv2_h2f,41.8404,192.576,135.567,57.0093,9205.52,6480.36,2725.15,29.5868,136.713,96.2778,40.438,6535.05,4602.22,1932.98
Conv3,188.912,837.371,508.274,329.097,8868.48,5383.62,3484.86,133.617,592.676,359.91,232.821,6277.65,3812.98,2465.25
Conv3_f2h,15.6031,66.3758,39.8497,26.5262,8494.73,5098.38,3396.35,11.0572,47.1949,28.3617,18.8384,6017.1,3613.78,2403.98
Conv3_h2f,21.0237,93.63,59.667,33.963,8906.6,5675.84,3230.76,14.8682,66.2814,42.2505,24.0337,6303.73,4018.24,2285.77
Conv4,284.927,1346.18,857.932,488.249,9448.68,6021.77,3426.9,201.502,952.374,607.015,345.376,6683.2,4259.76,2423.56
Conv4_f2h,28.3107,127.724,77.4371,50.2866,9022.12,5469.86,3552.26,20.0267,90.4336,54.8443,35.5938,6384.94,3872.03,2513.22
Conv4_h2f,20.9833,102.055,69.6208,32.434,9727.36,6635.93,3091.43,14.8387,72.2015,49.2568,22.9451,6881.39,4694.6,2186.84
Conv5,86.4203,417.756,265.595,152.161,9668.23,6146.81,3521.41,61.1232,295.494,187.871,107.626,6837.22,4347.11,2490.16
Conv5_f2h,8.38767,36.7727,23.2235,13.5492,8765.45,5535.76,3229.69,5.9326,26.0583,16.4576,9.60107,6207.8,3920.67,2287.22
Conv5_h2f,10.6053,48.7992,31.7579,17.0412,9202.4,5988.83,3213.57,7.5001,34.5413,22.48,12.0618,6512.52,4238.46,2274.14
Conv6,139.892,696.675,453.631,243.043,9961.36,6486.38,3474.97,98.9321,492.663,320.792,171.874,7044.22,4587,2457.26
Conv6_f2h,14.7838,68.8585,43.7444,25.1141,9313.71,5916.85,3396.85,10.4574,48.7457,30.9686,17.7776,6589.63,4186.51,2403.19
Conv6_h2f,10.568,51.057,34.5719,16.4851,9662.37,6542.6,3119.77,7.47346,36.2259,24.5301,11.6961,6854.97,4641.76,2213.26
Mul1,4.29982,22.6027,14.73,7.87274,10529.9,6862.81,3667.08,3.06206,16.1877,10.549,5.63885,7504.4,4891.15,2613.32
Mul1_f2h,5.01057,21.4017,13.9545,7.44724,8536.09,5565.65,2970.44,3.54931,15.2502,9.94396,5.30637,6067.7,3956.33,2111.43
Mul1_h2f,0.219266,0.10134,0.0660095,0.03533,811.894,528.683,283.211,0.163586,0.22974,0.14973,0.080012,1619.98,1054.57,565.431
Pool1,43.674,198.246,119.456,78.7903,9078.2,5470.13,3608.07,30.8997,140.487,84.7207,55.7843,6429.35,3877.11,2553.05
Pool1_f2h,54.8347,240.102,146.135,93.9672,8752.72,5326.68,3426.04,38.7916,170.226,103.7,66.5481,6199.29,3775.75,2424.32
Pool1_h2f,10.6202,44.9693,27.1714,17.7978,8469.49,5117.56,3351.94,7.50988,31.8572,19.2617,12.5996,6000.37,3628.12,2373
Pool2,22.3065,111.077,70.4439,40.6332,9958.57,6315.5,3643.07,15.7792,78.602,49.8515,28.7515,7043.82,4467.22,2576.69
Pool2_f2h,27.6028,129.232,82.458,46.7739,9362.89,5974.06,3388.83,19.5202,91.4233,58.3375,33.0868,6622.4,4225.7,2396.77
Pool2_h2f,5.39931,22.7498,14.4354,8.3144,8425.89,5346.44,3079.45,3.81822,16.1451,10.2449,5.9004,5978.26,3793.49,2184.86
Pool3,12.0697,64.0871,41.917,22.1701,10618.3,6945.08,3673.23,8.53664,45.3661,29.6731,15.6935,7513.77,4914.65,2599.18
Pool3_f2h,14.3906,68.8152,45.1258,23.6894,9563.88,6271.6,3292.28,10.1772,48.6924,31.9299,16.7629,6766.23,4437.02,2329.26
Pool3_h2f,2.78859,10.4233,6.81839,3.60494,7474.86,4889.52,2585.34,1.97384,7.50692,4.91099,2.59601,5378.12,3518.12,1860.05
Softmax1,2.26715,7.67319,4.99613,2.67706,6769.48,4407.84,2361.64,1.60403,5.63971,3.67227,1.96749,4973.77,3238.83,1734.98
Tanh1,33.4466,118.003,61.6149,56.3879,7064.04,3690.25,3373.79,23.6527,85.7445,45.9758,40.1967,5137.61,2756.88,2406.17
Tanh1_f2h,57.0977,185.926,97.1494,88.7762,6536.44,3420.5,3115.94,40.4191,135.633,73.0493,63.3674,4779.37,2580.1,2226.23
Tanh1_h2f,41.7089,145.509,76.2065,69.3025,6978.55,3654.51,3324.04,29.4985,105.384,56.4528,49.367,5054.37,2707.22,2368.07
Tanh2,36.2146,162.298,101.111,61.1867,8963.85,5584.56,3379.29,25.609,115.01,71.7167,43.3095,6352.26,3961.22,2391.95
Tanh2_f2h,56.9829,242.874,153.169,89.7055,8520.54,5373.23,3147.31,40.3301,172.418,108.85,63.5934,6040.38,3813.04,2228.24
Tanh2_h2f,41.625,182.762,113.157,69.605,8781.86,5437.35,3344.5,29.4345,129.486,80.2412,49.263,6222.04,3855.85,2367.07
Tanh3,18.3396,88.5345,54.3058,34.2287,9654.14,5921.68,3732.46,12.9703,62.6686,38.4496,24.2216,6831.73,4191.48,2640.53
Tanh3_f2h,28.9295,129.858,80.0577,49.7999,8969.72,5529.15,3440.56,20.4875,92.1118,56.8106,35.3056,6347.03,3913.57,2433.76
Tanh3_h2f,20.8836,94.2318,57.6446,36.5872,9024.13,5520.31,3503.81,14.7676,66.6859,40.8043,25.8844,6385.64,3907.25,2478.66
Tanh4,18.4717,92.4694,59.7134,32.7559,10012,6465.38,3546.6,13.0617,65.4106,42.2419,23.1693,7082.06,4573.57,2508.57
Tanh4_f2h,28.0864,130.933,85.0439,45.8888,9321.9,6054.74,3267.16,19.8684,92.6641,60.1914,32.4736,6593.39,4282.78,2310.68
Tanh4_h2f,20.8569,97.8308,62.9465,34.8843,9381.09,6035.98,3345.11,14.7494,69.2071,44.5324,24.6756,6635.71,4269.83,2365.97
Tanh5,9.39612,49.9132,31.9349,17.9784,10620.9,6795.34,3825.57,6.64567,35.5193,22.7251,12.7945,7550.97,4831.1,2719.94
Tanh5_f2h,14.9164,69.1465,44.357,24.7895,9279.12,5952.49,3326.62,10.5528,49.0071,31.4389,17.5687,6574.75,4217.83,2356.99
Tanh5_h2f,10.5006,48.3962,30.92,17.4763,9217.58,5889.04,3328.55,7.42558,34.2539,21.8851,12.3692,6523.36,4167.82,2355.62
Tanh6,9.37294,50.5591,33.3473,17.2118,10787.6,7115.14,3672.42,6.62805,35.791,23.607,12.1843,7635.55,5036.22,2599.38
Tanh6_f2h,14.3859,68.827,45.5284,23.2985,9568.27,6329.29,3238.98,10.1735,48.7028,32.2173,16.4857,6769.57,4478.09,2291.52
Tanh6_h2f,10.5241,49.2841,32.4417,16.8424,9386.9,6178.99,3207.92,7.44696,34.9422,23.0012,11.9412,6656.18,4381.49,2274.73
Add1,47.2501,154.498,89.5402,64.9578,6426.98,3696.33,2730.65,33.4463,121.478,76.4718,47.0638,4993.53,3124.31,1963.93
Add2,45.3358,217.323,149.508,67.8141,9594.62,6601.66,2992.96,32.0593,156.332,108.33,48.2216,6906.53,4787.12,2129.06
Add3,26.3653,138.399,95.847,42.5524,10500.7,7272.43,3228.23,18.6463,98.9696,68.8605,30.2012,7508.99,5224.96,2291.01
Add4,26.3854,150.498,109.738,40.7597,11414.1,8323.45,3090.67,18.6598,107.025,78.1688,28.8878,8120.56,5932,2190.98
Add5,24.2343,136.978,99.389,37.5888,11306.5,8204.06,3102.4,17.1387,97.2822,70.6568,26.6431,8030.37,5832.9,2198.92
Add6,24.3243,144.761,108.644,36.1167,11913.1,8941.05,2972.07,17.2054,102.532,76.9757,25.5618,8441.39,6337.58,2104.27
Add7,0.256741,0.108633,0.0804227,0.0282101,837.078,619.959,217.119,0.184457,0.239262,0.17707,0.0622105,1850.45,1370.8,479.791
Conv1,115.33,355.301,207.624,147.677,5963.71,3435.06,2528.65,81.7778,290.851,188.764,108.126,4791.55,3087.45,1825.79
Conv2,310.308,1282.26,816.061,466.203,8263.6,5259,3004.6,219.438,941.609,613.698,332.739,6067.24,3954.22,2144.15
Conv3,165.302,812.529,542.858,269.671,10211.6,6887.29,3324.32,119.55,575.142,383.942,192.317,7329.84,4983.3,2359.48
Conv4,303.007,1619.75,1129.02,490.726,10843.2,7579.9,3263.26,215.314,1146.48,800.497,347.114,7743.98,5437.17,2313.98
Conv5,156.337,882.718,630.491,252.227,11295,8067.89,3227.12,110.575,626.941,448.461,178.656,8022.03,5738.71,2285.56
Conv6,248.321,1443.4,1054.07,389.33,11626.8,8490.88,3135.95,175.601,1023.01,747.582,275.556,8241.2,6022.64,2219.57
Mul1,2.20702,9.19011,6.8038,2.38631,8310.13,6155.01,2155.12,1.56606,6.74557,4.99224,1.75375,6073,4498.52,1574.87
Pool1,39.1015,194.307,129.484,64.8227,9955.51,6637,3318.52,27.6862,139.26,93.4326,46.0372,7137.28,4792.17,2355.71
Pool2,45.8717,263.305,188.721,74.5842,11476,8224.81,3251.15,32.4473,187.287,134.477,52.87,8157.05,5856.35,2303.32
Pool3,23.8305,140.946,104.705,36.2403,11829.1,8787.6,3041.49,16.856,99.855,74.2068,25.6543,8377.95,6226.11,2152.36
Softmax1,2.09044,8.55352,6.33795,2.21557,8172.34,6055.47,2116.87,1.4798,6.29816,4.66796,1.63058,6001.96,4448.28,1554.05
Tanh1,39.4831,135.034,76.518,58.5163,6760.26,3809.4,2950.86,27.9698,104.297,63.7634,42.2063,5167.76,3142.26,2115.25
Tanh2,38.504,188.321,126.889,61.4314,9782.72,6591.66,3191.06,27.2277,135.275,91.8445,43.6415,7027.36,4771.38,2266.95
Tanh3,19.3912,101.904,69.9865,31.9174,10512.4,7220.09,3292.33,13.7121,72.8245,50.2415,22.6485,7513.77,5184.09,2336.42
Tanh4,19.2511,109.512,79.122,30.3901,11374.4,8217.68,3156.73,13.6147,77.9259,56.4047,21.5465,8090.47,5855.69,2237.41
Tanh5,9.61697,52.0084,37.5149,14.4935,10817.2,7802.82,3014.35,6.80077,36.934,26.6693,10.2721,7682.21,5547.37,2136.37
Tanh6,9.63435,54.9648,40.9982,13.9666,11410.6,8511.23,2899.37,6.81383,38.9614,29.0708,9.8929,8087.16,6034.3,2053.33
Conv1,5000,3,32,32,32,3,3,3,1,1
Conv2,5000,32,32,32,32,32,3,3,1,1
Conv3,5000,32,16,16,64,32,3,3,1,1
Conv4,5000,64,16,16,64,64,3,3,1,1
Conv5,5000,64,8,8,128,64,3,3,1,1
Conv6,5000,128,8,8,128,128,3,3,1,1
FC1,5000,2048,2048,10
#Conv1,3
Conv1
Add1
Tanh1
#Conv2,4
Conv2
Add2
Tanh2
Pool1
#Conv3,3
Conv3
Add3
Tanh3
#Conv4,4
Conv4
Add4
Tanh4
Pool2
#Conv5,3
Conv5
Add5
Tanh5
#Conv6,4
Conv6
Add6
Tanh6
Pool3
#FC1,2
Mul1
Add7
9 9 9,9 9 9 9,9 9 9,9 9 9 9,9 9 9,9 9 9 9,9 9
9 9 9,7,8 8 8,6,8 8 8,4,7
9 9 9,7,8 8 8,6,8 8 8,5,7
9 9 9,7,4,5,8 8 8,5,7
9 9 9,7,4,6,8 8 8,6,7
9 9 9,5,7,6,8 8 8,8 8 8 8,7
9 9 9,7,7,6,8 8 8,6,7
9 9 9,6,8 8 8,7,8 8 8,7,5
9 9 9,9 9 9 9,7,6,8 8 8,5,6
9 9 9,5,8 8 8,4,8 8 8,7,6
9 9 9,8 8 8 8,7,6,8 8 8,5,7
9 9 9,7,7,4,8 8 8,6,7
8 8 8,8 8 8 8,8 8 8,6,8 8 8,5,7
9 9 9,7,7,6,8 8 8,8 8 8 8,7
8 8 8,6,4,6,8 8 8,8 8 8 8,7
8 8 8,9 9 9 9,5,5,8 8 8,5,7
9 9 9,7,5,6,8 8 8,8 8 8 8,7
9 9 9,6,8 8 8,8 8 8 8,8 8 8,7,5
8 8 8,9 9 9 9,4,4,8 8 8,8 8 8 8,4
8 8 8,8 8 8 8,6,6,8 8 8,8 8 8 8,7
8 8 8,7,8 8 8,5,8 8 8,8 8 8 8,7
9 9 9,8 8 8 8,7,6,8 8 8,8 8 8 8,7
9 9 9,8 8 8 8,5,4,8 8 8,8 8 8 8,8 8
9 9 9,9 9 9 9,9 9 9,9 9 9 9,9 9 9,9 9 9 9,9 9
9 9 9,7,7,8 8 8 8,8 8 8,5,8 8
8 8 8,7,7,8 8 8 8,8 8 8,5,4
8 8 8,6,7,8 8 8 8,8 8 8,7,7
8 8 8,6,5,6,8 8 8,5,6
8 8 8,7,7,6,8 8 8,4,6
8 8 8,7,7,7,8 8 8,5,7
8 8 8,7,6,6,8 8 8,5,4
8 8 8,7,5,7,8 8 8,5,7
8 8 8,7,8 8 8,6,8 8 8,4,7
9 9 9,7,8 8 8,6,8 8 8,5,7
8 8 8,7,7,5,8 8 8,5,7
9 9 9,7,4,5,8 8 8,5,7
8 8 8,7,4,6,8 8 8,6,7
8 8 8,7,7,6,8 8 8,5,7
8 8 8,5,7,6,8 8 8,8 8 8 8,7
8 8 8,7,7,6,8 8 8,6,7
8 8 8,9 9 9 9,7,6,8 8 8,4,8 8
9 9 9,6,8 8 8,7,8 8 8,7,5
8 8 8,7,7,6,8 8 8,8 8 8 8,8 8
9 9 9,9 9 9 9,7,6,8 8 8,5,6
8 8 8,8 8 8 8,8 8 8,6,8 8 8,5,8 8
8 8 8,8 8 8 8,7,6,8 8 8,5,8 8
8 8 8,5,8 8 8,4,8 8 8,7,6
9 9 9,8 8 8 8,7,6,8 8 8,5,7
8 8 8,7,7,4,8 8 8,6,7
8 8 8,8 8 8 8,8 8 8,6,8 8 8,5,7
9 9 9,7,7,6,8 8 8,8 8 8 8,7
8 8 8,6,4,6,8 8 8,8 8 8 8,7
8 8 8,9 9 9 9,5,5,8 8 8,5,7
9 9 9,7,5,6,8 8 8,8 8 8 8,7
9 9 9,6,8 8 8,8 8 8 8,8 8 8,7,5
8 8 8,9 9 9 9,4,4,8 8 8,8 8 8 8,4
8 8 8,8 8 8 8,6,6,8 8 8,8 8 8 8,7
8 8 8,7,8 8 8,5,8 8 8,8 8 8 8,7
8 8 8,8 8 8 8,7,6,8 8 8,8 8 8 8,7
9 9 9,8 8 8 8,5,4,8 8 8,8 8 8 8,8 8
Compute Energy
Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,Conv6,FC1,Total,Improvement
c0,644.833,1882.211,1052.832,2143.065,1071.7044,1784.0718,9.298743,8588.015943,0.999999988355867
c1,644.833,52.371161,1026.8995,32.782291,565.8327,17.406593,0.087285,2340.21253,3.66975882144521
c2,644.833,52.371161,1026.8995,32.782291,565.8327,19.420124,0.087285,2342.226061,3.6666040564304
c3,644.833,52.371161,11.604395,21.577915,565.8327,19.420124,0.087285,1315.72658,6.52720361572359
c4,644.833,52.371161,11.604395,32.782291,565.8327,29.504062,0.087285,1337.014894,6.4232757160837
c5,644.833,25.893498,26.185581,32.782291,565.8327,910.2389,0.087285,2205.853255,3.89328507424738
c6,644.833,52.371161,26.185581,32.782291,565.8327,29.504062,0.087285,1351.59608,6.3539806268171
c7,644.833,39.338749,1026.8995,43.642634,565.8327,39.278371,0.043156,2359.86811,3.6391930306142
c8,644.833,1882.211,26.185581,32.782291,565.8327,19.420124,0.065565,3171.330261,2.70801681483981
c9,644.833,25.893498,1026.8995,19.340658,565.8327,39.278371,0.065565,2322.143292,3.69831422666943
c10,644.833,2917.863,26.185581,32.782291,565.8327,19.420124,0.087285,4207.003981,2.04136144811123
c11,644.833,52.371161,26.185581,19.340658,565.8327,29.504062,0.087285,1338.154447,6.41780574766451
c12,793.086,2917.863,1026.8995,32.782291,565.8327,19.420124,0.087285,5355.9709,1.60344705805913
c13,644.833,52.371161,26.185581,32.782291,565.8327,910.2389,0.087285,2232.330918,3.84710684649905
c14,793.086,39.338749,11.604395,32.782291,565.8327,910.2389,0.087285,2352.97032,3.64986141347242
c15,793.086,1882.211,12.946749,21.577915,565.8327,19.420124,0.087285,3295.161773,2.60625009453064
c16,644.833,52.371161,12.946749,32.782291,565.8327,910.2389,0.087285,2219.092086,3.87005821442697
c17,644.833,39.338749,1026.8995,1646.3233,565.8327,39.278371,0.043156,3962.548776,2.1672959026487
c18,793.086,1882.211,11.604395,19.340658,565.8327,910.2389,0.038681,4182.352334,2.0533936530993
c19,793.086,2917.863,19.669375,32.782291,565.8327,910.2389,0.087285,5239.559551,1.63907208144122
c20,793.086,52.371161,1026.8995,21.577915,565.8327,910.2389,0.087285,3370.093461,2.54830193511058
c21,644.833,2917.863,26.185581,32.782291,565.8327,910.2389,0.087285,5097.822757,1.68464385364185
c22,644.833,2917.863,12.946749,19.340658,565.8327,910.2389,26.09765,5097.152657,1.68486532627572
c3,1315.72658
Compute Time
Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,Conv6,FC1,Total,Improvement
c0,202.0632,433.2493,211.0585,394.5152,190.18827,306.11015,2.463761,1739.648381,0.999999942517123
c1,202.0632,27.159744,228.5053,22.719616,115.04262,20.759040,0.054060,616.30358,2.82271295378278
c2,202.0632,27.159744,228.5053,22.719616,115.04262,20.759040,0.054060,616.30358,2.82271295378278
c3,202.0632,27.159744,13.608704,22.719616,115.04262,20.759040,0.054060,401.406984,4.33387563484056
c4,202.0632,27.159744,13.608704,22.719616,115.04262,20.759040,0.054060,401.406984,4.33387563484056
c5,202.0632,27.159744,13.608704,22.719616,115.04262,180.10874,0.054060,560.756684,3.10232248746187
c6,202.0632,27.159744,13.608704,22.719616,115.04262,20.759040,0.054060,401.406984,4.33387563484056
c7,202.0632,27.159744,228.5053,22.719616,115.04262,20.759040,0.054060,616.30358,2.82271295378278
c8,202.0632,433.2493,13.608704,22.719616,115.04262,20.759040,0.054060,807.49654,2.1543722844469
c9,202.0632,27.159744,228.5053,22.719616,115.04262,20.759040,0.054060,616.30358,2.82271295378278
c10,202.0632,725.4132,13.608704,22.719616,115.04262,20.759040,0.054060,1099.66044,1.58198672928648
c11,202.0632,27.159744,13.608704,22.719616,115.04262,20.759040,0.054060,401.406984,4.33387563484056
c12,270.6243,725.4132,228.5053,22.719616,115.04262,20.759040,0.054060,1383.118136,1.25777271654742
c13,202.0632,27.159744,13.608704,22.719616,115.04262,180.10874,0.054060,560.756684,3.10232248746187
c14,270.6243,27.159744,13.608704,22.719616,115.04262,180.10874,0.054060,629.317784,2.76433965286771
c15,270.6243,433.2493,13.608704,22.719616,115.04262,20.759040,0.054060,876.05764,1.98576908983191
c16,202.0632,27.159744,13.608704,22.719616,115.04262,180.10874,0.054060,560.756684,3.10232248746187
c17,202.0632,27.159744,228.5053,345.1436,115.04262,20.759040,0.054060,938.727564,1.85319816142118
c18,270.6243,433.2493,13.608704,22.719616,115.04262,180.10874,0.054060,1035.40734,1.68015827759553
c19,270.6243,725.4132,13.608704,22.719616,115.04262,180.10874,0.054060,1327.57124,1.31039916920774
c20,270.6243,27.159744,228.5053,22.719616,115.04262,180.10874,0.054060,844.21438,2.06067109983709
c21,202.0632,725.4132,13.608704,22.719616,115.04262,180.10874,0.054060,1259.01014,1.38175872262961
c22,202.0632,725.4132,13.608704,22.719616,115.04262,180.10874,4.957979,1263.914059,1.37639757305702
c3,401.406984
Energy
Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,Conv6,FC1,Total,Improvement
c0,644.833,1882.211,1052.832,2143.065,1071.7044,1784.0718,9.298743,8588.015943,0.999999988355867
c1,644.833,168.647541,1026.8995,107.363804,565.8327,72.035782,2.304538,2587.916865,3.31850521448241
c2,644.833,168.647541,1026.8995,107.363804,565.8327,74.049313,2.304538,2589.930396,3.31592525601119
c3,644.833,168.647541,61.067218,96.159428,565.8327,74.049313,2.304538,1612.893738,5.32460087617992
c4,644.833,168.647541,61.067218,107.363804,565.8327,84.133251,2.304538,1634.182052,5.25523787693405
c5,644.833,142.169878,75.648404,107.363804,565.8327,910.2389,2.304538,2448.391224,3.50761573888015
c6,644.833,168.647541,75.648404,107.363804,565.8327,84.133251,2.304538,1648.763238,5.20876207340801
c7,644.833,155.615129,1026.8995,118.224147,565.8327,93.90756,2.260409,2607.572445,3.29349070631513
c8,644.833,1882.211,75.648404,107.363804,565.8327,74.049313,2.282818,3352.221039,2.56188824868573
c9,644.833,142.169878,1026.8995,93.922171,565.8327,93.90756,2.282818,2569.847627,3.34183844932537
c10,644.833,3118.92,75.648404,107.363804,565.8327,74.049313,2.304538,4588.951759,1.87145479117566
c11,644.833,168.647541,75.648404,93.922171,565.8327,84.133251,2.304538,1635.321605,5.25157583168016
c12,809.3061,2917.863,1026.8995,107.363804,565.8327,74.049313,2.304538,5503.618955,1.56043066519981
c13,644.833,168.647541,75.648404,107.363804,565.8327,910.2389,2.304538,2474.868887,3.47008911910536
c14,809.3061,155.615129,61.067218,107.363804,565.8327,910.2389,2.304538,2611.728389,3.2882499000837
c15,809.3061,2074.787,62.409572,96.159428,565.8327,74.049313,2.304538,3684.848651,2.33062915829839
c16,644.833,168.647541,62.409572,107.363804,565.8327,910.2389,2.304538,2461.630055,3.48875151921431
c17,644.833,155.615129,1026.8995,1646.3233,565.8327,93.90756,2.260409,4135.671598,2.07657100711189
c18,809.3061,2074.787,61.067218,93.922171,565.8327,910.2389,2.255934,4517.410023,1.90109281848793
c19,809.3061,2917.863,69.132198,107.363804,565.8327,910.2389,2.304538,5382.04124,1.59568004042867
c20,809.3061,168.647541,1026.8995,96.159428,565.8327,910.2389,2.304538,3579.388707,2.3992967531789
c21,644.833,3118.92,75.648404,107.363804,565.8327,910.2389,2.304538,5425.141346,1.58300313982265
c22,644.833,3118.92,62.409572,93.922171,565.8327,910.2389,26.09765,5422.253993,1.58384608978154
c3,1612.893738
Leakage Energy
Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,Conv6,FC1,Total,Improvement
c0,0,0,0,0,0,0,0,0,0
c1,0,63.122342,0,47.189800,0,39.390943,0.559103,150.262188,0
c2,0,63.122342,0,47.189800,0,39.390943,0.559103,150.262188,0
c3,0,63.122342,29.446347,47.189800,0,39.390943,0.559103,179.708535,0
c4,0,63.122342,29.446347,47.189800,0,39.390943,0.559103,179.708535,0
c5,0,63.122342,29.446347,47.189800,0,0,0.559103,140.317592,0
c6,0,63.122342,29.446347,47.189800,0,39.390943,0.559103,179.708535,0
c7,0,63.122342,0,47.189800,0,39.390943,0.559103,150.262188,0
c8,0,0,29.446347,47.189800,0,39.390943,0.559103,116.586193,0
c9,0,63.122342,0,47.189800,0,39.390943,0.559103,150.262188,0
c10,0,0,29.446347,47.189800,0,39.390943,0.559103,116.586193,0
c11,0,63.122342,29.446347,47.189800,0,39.390943,0.559103,179.708535,0
c12,0,0,0,47.189800,0,39.390943,0.559103,87.139846,0
c13,0,63.122342,29.446347,47.189800,0,0,0.559103,140.317592,0
c14,0,63.122342,29.446347,47.189800,0,0,0.559103,140.317592,0
c15,0,0,29.446347,47.189800,0,39.390943,0.559103,116.586193,0
c16,0,63.122342,29.446347,47.189800,0,0,0.559103,140.317592,0
c17,0,63.122342,0,0,0,39.390943,0.559103,103.072388,0
c18,0,0,29.446347,47.189800,0,0,0.559103,77.19525,0
c19,0,0,29.446347,47.189800,0,0,0.559103,77.19525,0
c20,0,63.122342,0,47.189800,0,0,0.559103,110.871245,0
c21,0,0,29.446347,47.189800,0,0,0.559103,77.19525,0
c22,0,0,29.446347,47.189800,0,0,0,76.636147,0
c0,0
Memory Energy
Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,Conv6,FC1,Total,Improvement
c0,0,0,0,0,0,0,0,0,0
c1,0,53.154038,0,27.391713,0,15.238246,1.658150,97.442147,0
c2,0,53.154038,0,27.391713,0,15.238246,1.658150,97.442147,0
c3,0,53.154038,20.016476,27.391713,0,15.238246,1.658150,117.458623,0
c4,0,53.154038,20.016476,27.391713,0,15.238246,1.658150,117.458623,0
c5,0,53.154038,20.016476,27.391713,0,0,1.658150,102.220377,0
c6,0,53.154038,20.016476,27.391713,0,15.238246,1.658150,117.458623,0
c7,0,53.154038,0,27.391713,0,15.238246,1.658150,97.442147,0
c8,0,0,20.016476,27.391713,0,15.238246,1.658150,64.304585,0
c9,0,53.154038,0,27.391713,0,15.238246,1.658150,97.442147,0
c10,0,0,20.016476,27.391713,0,15.238246,1.658150,64.304585,0
c11,0,53.154038,20.016476,27.391713,0,15.238246,1.658150,117.458623,0
c12,0,0,0,27.391713,0,15.238246,1.658150,44.288109,0
c13,0,53.154038,20.016476,27.391713,0,0,1.658150,102.220377,0
c14,0,53.154038,20.016476,27.391713,0,0,1.658150,102.220377,0
c15,0,0,20.016476,27.391713,0,15.238246,1.658150,64.304585,0
c16,0,53.154038,20.016476,27.391713,0,0,1.658150,102.220377,0
c17,0,53.154038,0,0,0,15.238246,1.658150,70.050434,0
c18,0,0,20.016476,27.391713,0,0,1.658150,49.066339,0
c19,0,0,20.016476,27.391713,0,0,1.658150,49.066339,0
c20,0,53.154038,0,27.391713,0,0,1.658150,82.203901,0
c21,0,0,20.016476,27.391713,0,0,1.658150,49.066339,0
c22,0,0,20.016476,27.391713,0,0,0,47.408189,0
c0,0
Memory Time
Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,Conv6,FC1,Total,Improvement
c0,0,0,0,0,0,0,0,0,0
c1,0,14.128858,0,8.244707,0,5.486035,0.351348,28.210948,0
c2,0,14.128858,0,8.244707,0,5.486035,0.351348,28.210948,0
c3,0,14.128858,5.690699,8.244707,0,5.486035,0.351348,33.901647,0
c4,0,14.128858,5.690699,8.244707,0,5.486035,0.351348,33.901647,0
c5,0,14.128858,5.690699,8.244707,0,0,0.351348,28.415612,0
c6,0,14.128858,5.690699,8.244707,0,5.486035,0.351348,33.901647,0
c7,0,14.128858,0,8.244707,0,5.486035,0.351348,28.210948,0
c8,0,0,5.690699,8.244707,0,5.486035,0.351348,19.772789,0
c9,0,14.128858,0,8.244707,0,5.486035,0.351348,28.210948,0
c10,0,0,5.690699,8.244707,0,5.486035,0.351348,19.772789,0
c11,0,14.128858,5.690699,8.244707,0,5.486035,0.351348,33.901647,0
c12,0,0,0,8.244707,0,5.486035,0.351348,14.08209,0
c13,0,14.128858,5.690699,8.244707,0,0,0.351348,28.415612,0
c14,0,14.128858,5.690699,8.244707,0,0,0.351348,28.415612,0
c15,0,0,5.690699,8.244707,0,5.486035,0.351348,19.772789,0
c16,0,14.128858,5.690699,8.244707,0,0,0.351348,28.415612,0
c17,0,14.128858,0,0,0,5.486035,0.351348,19.966241,0
c18,0,0,5.690699,8.244707,0,0,0.351348,14.286754,0
c19,0,0,5.690699,8.244707,0,0,0.351348,14.286754,0
c20,0,14.128858,0,8.244707,0,0,0.351348,22.724913,0
c21,0,0,5.690699,8.244707,0,0,0.351348,14.286754,0
c22,0,0,5.690699,8.244707,0,0,0,13.935406,0
c0,0
Patch Energy
Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,Conv6,FC1,Total,Improvement
c0,0,0,0,0,0,0,0,0,0
c1,0,0,0,0,0,0,0,0,0
c2,0,0,0,0,0,0,0,0,0
c3,0,0,0,0,0,0,0,0,0
c4,0,0,0,0,0,0,0,0,0
c5,0,0,0,0,0,0,0,0,0
c6,0,0,0,0,0,0,0,0,0
c7,0,0,0,0,0,0,0,0,0
c8,0,0,0,0,0,0,0,0,0
c9,0,0,0,0,0,0,0,0,0
c10,0,0,0,0,0,0,0,0,0
c11,0,0,0,0,0,0,0,0,0
c12,0,0,0,0,0,0,0,0,0
c13,0,0,0,0,0,0,0,0,0
c14,0,0,0,0,0,0,0,0,0
c15,0,0,0,0,0,0,0,0,0
c16,0,0,0,0,0,0,0,0,0
c17,0,0,0,0,0,0,0,0,0
c18,0,0,0,0,0,0,0,0,0
c19,0,0,0,0,0,0,0,0,0
c20,0,0,0,0,0,0,0,0,0
c21,0,0,0,0,0,0,0,0,0
c22,0,0,0,0,0,0,0,0,0
c0,0
Quantization Energy
Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,Conv6,FC1,Total,Improvement
c0,0,0,0,0,0,0,0,0,0
c1,0,0,0,0,0,0,0,0,0
c2,0,0,0,0,0,0,0,0,0
c3,0,0,0,0,0,0,0,0,0
c4,0,0,0,0,0,0,0,0,0
c5,0,0,0,0,0,0,0,0,0
c6,0,0,0,0,0,0,0,0,0
c7,0,0,0,0,0,0,0,0,0
c8,0,0,0,0,0,0,0,0,0
c9,0,0,0,0,0,0,0,0,0
c10,0,201.057,0,0,0,0,0,201.057,0
c11,0,0,0,0,0,0,0,0,0
c12,16.2201,0,0,0,0,0,0,16.2201,0
c13,0,0,0,0,0,0,0,0,0
c14,16.2201,0,0,0,0,0,0,16.2201,0
c15,16.2201,192.576,0,0,0,0,0,208.7961,0
c16,0,0,0,0,0,0,0,0,0
c17,0,0,0,0,0,0,0,0,0
c18,16.2201,192.576,0,0,0,0,0,208.7961,0
c19,16.2201,0,0,0,0,0,0,16.2201,0
c20,16.2201,0,0,0,0,0,0,16.2201,0
c21,0,201.057,0,0,0,0,0,201.057,0
c22,0,201.057,0,0,0,0,0,201.057,0
c0,0
Quantization Time
Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,Conv6,FC1,Total,Improvement
c0,0,0,0,0,0,0,0,0,0
c1,0,0,0,0,0,0,0,0,0
c2,0,0,0,0,0,0,0,0,0
c3,0,0,0,0,0,0,0,0,0
c4,0,0,0,0,0,0,0,0,0
c5,0,0,0,0,0,0,0,0,0
c6,0,0,0,0,0,0,0,0,0
c7,0,0,0,0,0,0,0,0,0
c8,0,0,0,0,0,0,0,0,0
c9,0,0,0,0,0,0,0,0,0
c10,0,56.8745,0,0,0,0,0,56.8745,0
c11,0,0,0,0,0,0,0,0,0
c12,6.64024,0,0,0,0,0,0,6.64024,0
c13,0,0,0,0,0,0,0,0,0
c14,6.64024,0,0,0,0,0,0,6.64024,0
c15,6.64024,41.8404,0,0,0,0,0,48.48064,0
c16,0,0,0,0,0,0,0,0,0
c17,0,0,0,0,0,0,0,0,0
c18,6.64024,41.8404,0,0,0,0,0,48.48064,0
c19,6.64024,0,0,0,0,0,0,6.64024,0
c20,6.64024,0,0,0,0,0,0,6.64024,0
c21,0,56.8745,0,0,0,0,0,56.8745,0
c22,0,56.8745,0,0,0,0,0,56.8745,0
c0,0
Time
Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,Conv6,FC1,Total,Improvement
c0,202.0632,433.2493,211.0585,394.5152,190.18827,306.11015,2.463761,1739.648381,0.999999942517123
c1,202.0632,41.288602,228.5053,30.964323,115.04262,26.245075,0.405408,644.514528,2.69916043084751
c2,202.0632,41.288602,228.5053,30.964323,115.04262,26.245075,0.405408,644.514528,2.69916043084751
c3,202.0632,41.288602,19.299403,30.964323,115.04262,26.245075,0.405408,435.308631,3.996355361409
c4,202.0632,41.288602,19.299403,30.964323,115.04262,26.245075,0.405408,435.308631,3.996355361409
c5,202.0632,41.288602,19.299403,30.964323,115.04262,180.10874,0.405408,589.172296,2.9526983830383
c6,202.0632,41.288602,19.299403,30.964323,115.04262,26.245075,0.405408,435.308631,3.996355361409
c7,202.0632,41.288602,228.5053,30.964323,115.04262,26.245075,0.405408,644.514528,2.69916043084751
c8,202.0632,433.2493,19.299403,30.964323,115.04262,26.245075,0.405408,827.269329,2.10288005336167
c9,202.0632,41.288602,228.5053,30.964323,115.04262,26.245075,0.405408,644.514528,2.69916043084751
c10,202.0632,782.2877,19.299403,30.964323,115.04262,26.245075,0.405408,1176.307729,1.47890572357995
c11,202.0632,41.288602,19.299403,30.964323,115.04262,26.245075,0.405408,435.308631,3.996355361409
c12,277.26454,725.4132,228.5053,30.964323,115.04262,26.245075,0.405408,1403.840466,1.23920651898301
c13,202.0632,41.288602,19.299403,30.964323,115.04262,180.10874,0.405408,589.172296,2.9526983830383
c14,277.26454,41.288602,19.299403,30.964323,115.04262,180.10874,0.405408,664.373636,2.61847855617218
c15,277.26454,475.0897,19.299403,30.964323,115.04262,26.245075,0.405408,944.311069,1.84224060681421
c16,202.0632,41.288602,19.299403,30.964323,115.04262,180.10874,0.405408,589.172296,2.9526983830383
c17,202.0632,41.288602,228.5053,345.1436,115.04262,26.245075,0.405408,958.693805,1.81460252529716
c18,277.26454,475.0897,19.299403,30.964323,115.04262,180.10874,0.405408,1098.174734,1.58412697790887
c19,277.26454,725.4132,19.299403,30.964323,115.04262,180.10874,0.405408,1348.498234,1.2900634262111
c20,277.26454,41.288602,228.5053,30.964323,115.04262,180.10874,0.405408,873.579533,1.99140217478033
c21,202.0632,782.2877,19.299403,30.964323,115.04262,180.10874,0.405408,1330.171394,1.30783766517853
c22,202.0632,782.2877,19.299403,30.964323,115.04262,180.10874,4.957979,1334.723965,1.30337680020776
c3,435.308631
Unpatch Energy
Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,Conv6,FC1,Total,Improvement
c0,0,0,0,0,0,0,0,0,0
c1,0,0,0,0,0,0,0,0,0
c2,0,0,0,0,0,0,0,0,0
c3,0,0,0,0,0,0,0,0,0
c4,0,0,0,0,0,0,0,0,0
c5,0,0,0,0,0,0,0,0,0
c6,0,0,0,0,0,0,0,0,0
c7,0,0,0,0,0,0,0,0,0
c8,0,0,0,0,0,0,0,0,0
c9,0,0,0,0,0,0,0,0,0
c10,0,0,0,0,0,0,0,0,0
c11,0,0,0,0,0,0,0,0,0
c12,0,0,0,0,0,0,0,0,0
c13,0,0,0,0,0,0,0,0,0
c14,0,0,0,0,0,0,0,0,0
c15,0,0,0,0,0,0,0,0,0
c16,0,0,0,0,0,0,0,0,0
c17,0,0,0,0,0,0,0,0,0
c18,0,0,0,0,0,0,0,0,0
c19,0,0,0,0,0,0,0,0,0
c20,0,0,0,0,0,0,0,0,0
c21,0,0,0,0,0,0,0,0,0
c22,0,0,0,0,0,0,0,0,0
c0,0
Compute Energy
Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,Conv6,FC1,Total,Improvement
c0,644.833,1882.211,1052.832,2143.065,1071.7044,1784.0718,9.298743,8588.015943,0.999999988355867
c1,644.833,52.371161,26.185581,43.642634,1071.7044,1784.0718,9.298743,3632.107319,2.36447190357725
c2,644.833,52.371161,26.185581,43.642634,1071.7044,910.2389,9.298743,2758.274419,3.11354648851759
c3,644.833,52.371161,26.185581,43.642634,565.8327,1784.0718,9.298743,3126.235619,2.7470788241608
c4,644.833,52.371161,26.185581,43.642634,1071.7044,39.278371,9.298743,1887.31389,4.55039065492224
c5,644.833,52.371161,26.185581,43.642634,1071.7044,39.278371,9.298743,1887.31389,4.55039065492224
c6,644.833,52.371161,1052.832,43.642634,1071.7044,39.278371,9.298743,2913.960309,2.94719719474404
c7,644.833,52.371161,26.185581,43.642634,1071.7044,1784.0718,9.298743,3632.107319,2.36447190357725
c8,644.833,52.371161,26.185581,43.642634,565.8327,1784.0718,9.298743,3126.235619,2.7470788241608
c9,644.833,52.371161,26.185581,43.642634,1071.7044,39.278371,9.298743,1887.31389,4.55039065492224
c10,644.833,52.371161,26.185581,43.642634,1071.7044,39.278371,9.298743,1887.31389,4.55039065492224
c11,644.833,52.371161,26.185581,43.642634,1071.7044,39.278371,9.298743,1887.31389,4.55039065492224
c12,644.833,52.371161,26.185581,43.642634,1071.7044,1784.0718,9.298743,3632.107319,2.36447190357725
c13,644.833,52.371161,26.185581,43.642634,1071.7044,910.2389,9.298743,2758.274419,3.11354648851759
c14,644.833,52.371161,26.185581,43.642634,1071.7044,39.278371,9.298743,1887.31389,4.55039065492224
c15,644.833,52.371161,26.185581,43.642634,565.8327,1784.0718,9.298743,3126.235619,2.7470788241608
c4,1887.31389
Compute Time
Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,Conv6,FC1,Total,Improvement
c0,202.0632,433.2493,211.0585,394.5152,190.18827,306.11015,2.463761,1739.648381,0.999999942517123
c1,202.0632,27.159744,13.608704,22.719616,190.18827,306.11015,2.463761,764.313445,2.27609257009831
c2,202.0632,27.159744,13.608704,22.719616,190.18827,180.10874,2.463761,638.312035,2.72538823188752
c3,202.0632,27.159744,13.608704,22.719616,115.04262,306.11015,2.463761,689.167795,2.52427368370084
c4,202.0632,27.159744,13.608704,22.719616,190.18827,20.759040,2.463761,478.962335,3.63211862533645
c5,202.0632,27.159744,13.608704,22.719616,190.18827,20.759040,2.463761,478.962335,3.63211862533645
c6,202.0632,27.159744,211.0585,22.719616,190.18827,20.759040,2.463761,676.412131,2.57187599702052
c7,202.0632,27.159744,13.608704,22.719616,190.18827,306.11015,2.463761,764.313445,2.27609257009831
c8,202.0632,27.159744,13.608704,22.719616,115.04262,306.11015,2.463761,689.167795,2.52427368370084
c9,202.0632,27.159744,13.608704,22.719616,190.18827,20.759040,2.463761,478.962335,3.63211862533645
c10,202.0632,27.159744,13.608704,22.719616,190.18827,20.759040,2.463761,478.962335,3.63211862533645
c11,202.0632,27.159744,13.608704,22.719616,190.18827,20.759040,2.463761,478.962335,3.63211862533645
c12,202.0632,27.159744,13.608704,22.719616,190.18827,306.11015,2.463761,764.313445,2.27609257009831
c13,202.0632,27.159744,13.608704,22.719616,190.18827,180.10874,2.463761,638.312035,2.72538823188752
c14,202.0632,27.159744,13.608704,22.719616,190.18827,20.759040,2.463761,478.962335,3.63211862533645
c15,202.0632,27.159744,13.608704,22.719616,115.04262,306.11015,2.463761,689.167795,2.52427368370084
c4,478.962335
Energy
Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,Conv6,FC1,Total,Improvement
c0,644.833,1882.211,1052.832,2143.065,1071.7044,1784.0718,9.298743,8588.015943,0.999999988355867
c1,644.833,168.647541,75.648404,118.224147,1071.7044,1784.0718,9.298743,3872.428035,2.21773410470276
c2,644.833,168.647541,75.648404,118.224147,1071.7044,979.0974,9.400083,3067.554975,2.79962893347563
c3,644.833,168.647541,75.648404,118.224147,565.8327,1835.1288,9.298743,3417.613335,2.51286931841079
c4,644.833,168.647541,75.648404,118.224147,1071.7044,93.90756,9.298743,2182.263795,3.93537003598733
c5,644.833,168.647541,75.648404,118.224147,1071.7044,93.90756,9.298743,2182.263795,3.93537003598733
c6,644.833,168.647541,1052.832,118.224147,1071.7044,93.90756,9.298743,3159.447391,2.71820182720676
c7,644.833,168.647541,75.648404,118.224147,1071.7044,1784.0718,9.298743,3872.428035,2.21773410470276
c8,644.833,168.647541,75.648404,118.224147,565.8327,1835.1288,9.298743,3417.613335,2.51286931841079
c9,644.833,168.647541,75.648404,118.224147,1071.7044,93.90756,9.298743,2182.263795,3.93537003598733
c10,644.833,168.647541,75.648404,118.224147,1071.7044,93.90756,9.298743,2182.263795,3.93537003598733
c11,644.833,168.647541,75.648404,118.224147,1071.7044,93.90756,9.298743,2182.263795,3.93537003598733
c12,644.833,168.647541,75.648404,118.224147,1071.7044,1784.0718,9.298743,3872.428035,2.21773410470276
c13,644.833,168.647541,75.648404,118.224147,1071.7044,979.0974,9.400083,3067.554975,2.79962893347563
c14,644.833,168.647541,75.648404,118.224147,1071.7044,93.90756,9.298743,2182.263795,3.93537003598733
c15,644.833,168.647541,75.648404,118.224147,565.8327,1835.1288,9.298743,3417.613335,2.51286931841079
c4,2182.263795
Leakage Energy
Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,Conv6,FC1,Total,Improvement
c0,0,0,0,0,0,0,0,0,0
c1,0,63.122342,29.446347,47.189800,0,0,0,139.758489,0
c2,0,63.122342,29.446347,47.189800,0,0,0,139.758489,0
c3,0,63.122342,29.446347,47.189800,0,0,0,139.758489,0
c4,0,63.122342,29.446347,47.189800,0,39.390943,0,179.149432,0
c5,0,63.122342,29.446347,47.189800,0,39.390943,0,179.149432,0
c6,0,63.122342,0,47.189800,0,39.390943,0,149.703085,0
c7,0,63.122342,29.446347,47.189800,0,0,0,139.758489,0
c8,0,63.122342,29.446347,47.189800,0,0,0,139.758489,0
c9,0,63.122342,29.446347,47.189800,0,39.390943,0,179.149432,0
c10,0,63.122342,29.446347,47.189800,0,39.390943,0,179.149432,0
c11,0,63.122342,29.446347,47.189800,0,39.390943,0,179.149432,0
c12,0,63.122342,29.446347,47.189800,0,0,0,139.758489,0
c13,0,63.122342,29.446347,47.189800,0,0,0,139.758489,0
c14,0,63.122342,29.446347,47.189800,0,39.390943,0,179.149432,0
c15,0,63.122342,29.446347,47.189800,0,0,0,139.758489,0
c0,0
Memory Energy
Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,Conv6,FC1,Total,Improvement
c0,0,0,0,0,0,0,0,0,0
c1,0,53.154038,20.016476,27.391713,0,0,0,100.562227,0
c2,0,53.154038,20.016476,27.391713,0,0,0,100.562227,0
c3,0,53.154038,20.016476,27.391713,0,0,0,100.562227,0
c4,0,53.154038,20.016476,27.391713,0,15.238246,0,115.800473,0
c5,0,53.154038,20.016476,27.391713,0,15.238246,0,115.800473,0
c6,0,53.154038,0,27.391713,0,15.238246,0,95.783997,0
c7,0,53.154038,20.016476,27.391713,0,0,0,100.562227,0
c8,0,53.154038,20.016476,27.391713,0,0,0,100.562227,0
c9,0,53.154038,20.016476,27.391713,0,15.238246,0,115.800473,0
c10,0,53.154038,20.016476,27.391713,0,15.238246,0,115.800473,0
c11,0,53.154038,20.016476,27.391713,0,15.238246,0,115.800473,0
c12,0,53.154038,20.016476,27.391713,0,0,0,100.562227,0
c13,0,53.154038,20.016476,27.391713,0,0,0,100.562227,0
c14,0,53.154038,20.016476,27.391713,0,15.238246,0,115.800473,0
c15,0,53.154038,20.016476,27.391713,0,0,0,100.562227,0
c0,0
Memory Time
Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,Conv6,FC1,Total,Improvement
c0,0,0,0,0,0,0,0,0,0
c1,0,14.128858,5.690699,8.244707,0,0,0,28.064264,0
c2,0,14.128858,5.690699,8.244707,0,0,0,28.064264,0
c3,0,14.128858,5.690699,8.244707,0,0,0,28.064264,0
c4,0,14.128858,5.690699,8.244707,0,5.486035,0,33.550299,0
c5,0,14.128858,5.690699,8.244707,0,5.486035,0,33.550299,0
c6,0,14.128858,0,8.244707,0,5.486035,0,27.8596,0
c7,0,14.128858,5.690699,8.244707,0,0,0,28.064264,0
c8,0,14.128858,5.690699,8.244707,0,0,0,28.064264,0
c9,0,14.128858,5.690699,8.244707,0,5.486035,0,33.550299,0
c10,0,14.128858,5.690699,8.244707,0,5.486035,0,33.550299,0
c11,0,14.128858,5.690699,8.244707,0,5.486035,0,33.550299,0
c12,0,14.128858,5.690699,8.244707,0,0,0,28.064264,0
c13,0,14.128858,5.690699,8.244707,0,0,0,28.064264,0
c14,0,14.128858,5.690699,8.244707,0,5.486035,0,33.550299,0
c15,0,14.128858,5.690699,8.244707,0,0,0,28.064264,0
c0,0
Patch Energy
Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,Conv6,FC1,Total,Improvement
c0,0,0,0,0,0,0,0,0,0
c1,0,0,0,0,0,0,0,0,0
c2,0,0,0,0,0,0,0,0,0
c3,0,0,0,0,0,0,0,0,0
c4,0,0,0,0,0,0,0,0,0
c5,0,0,0,0,0,0,0,0,0
c6,0,0,0,0,0,0,0,0,0
c7,0,0,0,0,0,0,0,0,0
c8,0,0,0,0,0,0,0,0,0
c9,0,0,0,0,0,0,0,0,0
c10,0,0,0,0,0,0,0,0,0
c11,0,0,0,0,0,0,0,0,0
c12,0,0,0,0,0,0,0,0,0
c13,0,0,0,0,0,0,0,0,0
c14,0,0,0,0,0,0,0,0,0
c15,0,0,0,0,0,0,0,0,0
c0,0
Quantization Energy
Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,Conv6,FC1,Total,Improvement
c0,0,0,0,0,0,0,0,0,0
c1,0,0,0,0,0,0,0,0,0
c2,0,0,0,0,0,68.8585,0.10134,68.95984,0
c3,0,0,0,0,0,51.057,0,51.057,0
c4,0,0,0,0,0,0,0,0,0
c5,0,0,0,0,0,0,0,0,0
c6,0,0,0,0,0,0,0,0,0
c7,0,0,0,0,0,0,0,0,0
c8,0,0,0,0,0,51.057,0,51.057,0
c9,0,0,0,0,0,0,0,0,0
c10,0,0,0,0,0,0,0,0,0
c11,0,0,0,0,0,0,0,0,0
c12,0,0,0,0,0,0,0,0,0
c13,0,0,0,0,0,68.8585,0.10134,68.95984,0
c14,0,0,0,0,0,0,0,0,0
c15,0,0,0,0,0,51.057,0,51.057,0
c0,0
Quantization Time
Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,Conv6,FC1,Total,Improvement
c0,0,0,0,0,0,0,0,0,0
c1,0,0,0,0,0,0,0,0,0
c2,0,0,0,0,0,14.7838,0.219266,15.003066,0
c3,0,0,0,0,0,10.568,0,10.568,0
c4,0,0,0,0,0,0,0,0,0
c5,0,0,0,0,0,0,0,0,0
c6,0,0,0,0,0,0,0,0,0
c7,0,0,0,0,0,0,0,0,0
c8,0,0,0,0,0,10.568,0,10.568,0
c9,0,0,0,0,0,0,0,0,0
c10,0,0,0,0,0,0,0,0,0
c11,0,0,0,0,0,0,0,0,0
c12,0,0,0,0,0,0,0,0,0
c13,0,0,0,0,0,14.7838,0.219266,15.003066,0
c14,0,0,0,0,0,0,0,0,0
c15,0,0,0,0,0,10.568,0,10.568,0
c0,0
Time
Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,Conv6,FC1,Total,Improvement
c0,202.0632,433.2493,211.0585,394.5152,190.18827,306.11015,2.463761,1739.648381,0.999999942517123
c1,202.0632,41.288602,19.299403,30.964323,190.18827,306.11015,2.463761,792.377709,2.19547842107729
c2,202.0632,41.288602,19.299403,30.964323,190.18827,194.89254,2.683027,681.379365,2.55312710517333
c3,202.0632,41.288602,19.299403,30.964323,115.04262,316.67815,2.463761,727.800059,2.39028304609095
c4,202.0632,41.288602,19.299403,30.964323,190.18827,26.245075,2.463761,512.512634,3.394351526493
c5,202.0632,41.288602,19.299403,30.964323,190.18827,26.245075,2.463761,512.512634,3.394351526493
c6,202.0632,41.288602,211.0585,30.964323,190.18827,26.245075,2.463761,704.271731,2.47013767188425
c7,202.0632,41.288602,19.299403,30.964323,190.18827,306.11015,2.463761,792.377709,2.19547842107729
c8,202.0632,41.288602,19.299403,30.964323,115.04262,316.67815,2.463761,727.800059,2.39028304609095
c9,202.0632,41.288602,19.299403,30.964323,190.18827,26.245075,2.463761,512.512634,3.394351526493
c10,202.0632,41.288602,19.299403,30.964323,190.18827,26.245075,2.463761,512.512634,3.394351526493
c11,202.0632,41.288602,19.299403,30.964323,190.18827,26.245075,2.463761,512.512634,3.394351526493
c12,202.0632,41.288602,19.299403,30.964323,190.18827,306.11015,2.463761,792.377709,2.19547842107729
c13,202.0632,41.288602,19.299403,30.964323,190.18827,194.89254,2.683027,681.379365,2.55312710517333
c14,202.0632,41.288602,19.299403,30.964323,190.18827,26.245075,2.463761,512.512634,3.394351526493
c15,202.0632,41.288602,19.299403,30.964323,115.04262,316.67815,2.463761,727.800059,2.39028304609095
c4,512.512634
Unpatch Energy
Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,Conv6,FC1,Total,Improvement
c0,0,0,0,0,0,0,0,0,0
c1,0,0,0,0,0,0,0,0,0
c2,0,0,0,0,0,0,0,0,0
c3,0,0,0,0,0,0,0,0,0
c4,0,0,0,0,0,0,0,0,0
c5,0,0,0,0,0,0,0,0,0
c6,0,0,0,0,0,0,0,0,0
c7,0,0,0,0,0,0,0,0,0
c8,0,0,0,0,0,0,0,0,0
c9,0,0,0,0,0,0,0,0,0
c10,0,0,0,0,0,0,0,0,0
c11,0,0,0,0,0,0,0,0,0
c12,0,0,0,0,0,0,0,0,0
c13,0,0,0,0,0,0,0,0,0
c14,0,0,0,0,0,0,0,0,0
c15,0,0,0,0,0,0,0,0,0
c0,0
Compute Energy
Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,Conv6,FC1,Total,Improvement
c0,644.833,1882.211,1052.832,2143.065,1071.7044,1784.0718,9.298743,8588.015943,0.999999988355867
c1,644.833,39.338749,1026.8995,32.782291,16.391145,29.504062,9.298743,1799.04749,4.77364578387835
c2,644.833,39.338749,1026.8995,32.782291,16.391145,29.504062,9.298743,1799.04749,4.77364578387835
c3,644.833,39.338749,1026.8995,32.782291,16.391145,39.278371,9.298743,1808.821799,4.74785049194055
c4,644.833,39.338749,1026.8995,2143.065,16.391145,29.504062,9.298743,3909.330199,2.19679978056518
c5,644.833,39.338749,1026.8995,32.782291,565.8327,29.504062,9.298743,2348.489045,3.65682590497986
c6,644.833,39.338749,1026.8995,32.782291,16.391145,29.504062,9.298743,1799.04749,4.77364578387835
c7,644.833,39.338749,1026.8995,32.782291,16.391145,29.504062,9.298743,1799.04749,4.77364578387835
c8,644.833,39.338749,1026.8995,32.782291,16.391145,29.504062,9.298743,1799.04749,4.77364578387835
c9,644.833,39.338749,1026.8995,32.782291,16.391145,29.504062,9.298743,1799.04749,4.77364578387835
c10,644.833,39.338749,1026.8995,32.782291,16.391145,39.278371,9.298743,1808.821799,4.74785049194055
c11,644.833,39.338749,1026.8995,2143.065,16.391145,29.504062,9.298743,3909.330199,2.19679978056518
c12,644.833,39.338749,1026.8995,32.782291,565.8327,29.504062,9.298743,2348.489045,3.65682590497986
c13,644.833,39.338749,1026.8995,32.782291,16.391145,29.504062,9.298743,1799.04749,4.77364578387835
c14,644.833,39.338749,1026.8995,32.782291,16.391145,39.278371,9.298743,1808.821799,4.74785049194055
c15,644.833,39.338749,1026.8995,32.782291,16.391145,29.504062,9.298743,1799.04749,4.77364578387835
c16,644.833,52.371161,26.185581,32.782291,565.8327,29.504062,9.298743,1360.807538,6.31096982643479
c17,644.833,39.338749,1026.8995,2143.065,16.391145,29.504062,9.298743,3909.330199,2.19679978056518
c18,644.833,39.338749,1026.8995,32.782291,16.391145,29.504062,9.298743,1799.04749,4.77364578387835
c16,1360.807538
Compute Time
Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,Conv6,FC1,Total,Improvement
c0,202.0632,433.2493,211.0585,394.5152,190.18827,306.11015,2.463761,1739.648381,0.999999942517123
c1,202.0632,27.159744,228.5053,22.719616,11.532800,20.759040,2.463761,515.203461,3.37662336343984
c2,202.0632,27.159744,228.5053,22.719616,11.532800,20.759040,2.463761,515.203461,3.37662336343984
c3,202.0632,27.159744,228.5053,22.719616,11.532800,20.759040,2.463761,515.203461,3.37662336343984
c4,202.0632,27.159744,228.5053,394.5152,11.532800,20.759040,2.463761,886.999045,1.9612740224231
c5,202.0632,27.159744,228.5053,22.719616,115.04262,20.759040,2.463761,618.713281,2.81171934278887
c6,202.0632,27.159744,228.5053,22.719616,11.532800,20.759040,2.463761,515.203461,3.37662336343984
c7,202.0632,27.159744,228.5053,22.719616,11.532800,20.759040,2.463761,515.203461,3.37662336343984
c8,202.0632,27.159744,228.5053,22.719616,11.532800,20.759040,2.463761,515.203461,3.37662336343984
c9,202.0632,27.159744,228.5053,22.719616,11.532800,20.759040,2.463761,515.203461,3.37662336343984
c10,202.0632,27.159744,228.5053,22.719616,11.532800,20.759040,2.463761,515.203461,3.37662336343984
c11,202.0632,27.159744,228.5053,394.5152,11.532800,20.759040,2.463761,886.999045,1.9612740224231
c12,202.0632,27.159744,228.5053,22.719616,115.04262,20.759040,2.463761,618.713281,2.81171934278887
c13,202.0632,27.159744,228.5053,22.719616,11.532800,20.759040,2.463761,515.203461,3.37662336343984
c14,202.0632,27.159744,228.5053,22.719616,11.532800,20.759040,2.463761,515.203461,3.37662336343984
c15,202.0632,27.159744,228.5053,22.719616,11.532800,20.759040,2.463761,515.203461,3.37662336343984
c16,202.0632,27.159744,13.608704,22.719616,115.04262,20.759040,2.463761,403.816685,4.30801404404228
c17,202.0632,27.159744,228.5053,394.5152,11.532800,20.759040,2.463761,886.999045,1.9612740224231
c18,202.0632,27.159744,228.5053,22.719616,11.532800,20.759040,2.463761,515.203461,3.37662336343984
c16,403.816685
Energy
Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,Conv6,FC1,Total,Improvement
c0,644.833,1882.211,1052.832,2143.065,1071.7044,1784.0718,9.298743,8588.015943,0.999999988355867
c1,644.833,155.615129,1026.8995,107.363804,49.35844,84.133251,9.298743,2077.501867,4.13381844128959
c2,644.833,155.615129,1026.8995,107.363804,49.35844,84.133251,9.298743,2077.501867,4.13381844128959
c3,644.833,155.615129,1026.8995,107.363804,49.35844,93.90756,9.298743,2087.276176,4.11446057321067
c4,644.833,155.615129,1026.8995,2245.12,49.35844,84.133251,9.298743,4215.258063,2.03736416867239
c5,644.833,155.615129,1026.8995,107.363804,565.8327,84.133251,9.298743,2593.976127,3.31075352719491
c6,644.833,155.615129,1026.8995,107.363804,49.35844,84.133251,9.298743,2077.501867,4.13381844128959
c7,644.833,155.615129,1026.8995,107.363804,49.35844,84.133251,9.298743,2077.501867,4.13381844128959
c8,644.833,155.615129,1026.8995,107.363804,49.35844,84.133251,9.298743,2077.501867,4.13381844128959
c9,644.833,155.615129,1026.8995,107.363804,49.35844,84.133251,9.298743,2077.501867,4.13381844128959
c10,644.833,155.615129,1026.8995,107.363804,49.35844,93.90756,9.298743,2087.276176,4.11446057321067
c11,644.833,155.615129,1026.8995,2245.12,49.35844,84.133251,9.298743,4215.258063,2.03736416867239
c12,644.833,155.615129,1026.8995,107.363804,565.8327,84.133251,9.298743,2593.976127,3.31075352719491
c13,644.833,155.615129,1026.8995,107.363804,49.35844,84.133251,9.298743,2077.501867,4.13381844128959
c14,644.833,155.615129,1026.8995,107.363804,49.35844,93.90756,9.298743,2087.276176,4.11446057321067
c15,644.833,155.615129,1026.8995,107.363804,49.35844,84.133251,9.298743,2077.501867,4.13381844128959
c16,644.833,168.647541,75.648404,107.363804,565.8327,84.133251,9.298743,1655.757443,5.18675936540788
c17,644.833,155.615129,1026.8995,2245.12,49.35844,84.133251,9.298743,4215.258063,2.03736416867239
c18,644.833,155.615129,1026.8995,107.363804,49.35844,84.133251,9.298743,2077.501867,4.13381844128959
c16,1655.757443
Leakage Energy
Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,Conv6,FC1,Total,Improvement
c0,0,0,0,0,0,0,0,0,0
c1,0,63.122342,0,47.189800,22.543231,39.390943,0,172.246316,0
c2,0,63.122342,0,47.189800,22.543231,39.390943,0,172.246316,0
c3,0,63.122342,0,47.189800,22.543231,39.390943,0,172.246316,0
c4,0,63.122342,0,0,22.543231,39.390943,0,125.056516,0
c5,0,63.122342,0,47.189800,0,39.390943,0,149.703085,0
c6,0,63.122342,0,47.189800,22.543231,39.390943,0,172.246316,0
c7,0,63.122342,0,47.189800,22.543231,39.390943,0,172.246316,0
c8,0,63.122342,0,47.189800,22.543231,39.390943,0,172.246316,0
c9,0,63.122342,0,47.189800,22.543231,39.390943,0,172.246316,0
c10,0,63.122342,0,47.189800,22.543231,39.390943,0,172.246316,0
c11,0,63.122342,0,0,22.543231,39.390943,0,125.056516,0
c12,0,63.122342,0,47.189800,0,39.390943,0,149.703085,0
c13,0,63.122342,0,47.189800,22.543231,39.390943,0,172.246316,0
c14,0,63.122342,0,47.189800,22.543231,39.390943,0,172.246316,0
c15,0,63.122342,0,47.189800,22.543231,39.390943,0,172.246316,0
c16,0,63.122342,29.446347,47.189800,0,39.390943,0,179.149432,0
c17,0,63.122342,0,0,22.543231,39.390943,0,125.056516,0
c18,0,63.122342,0,47.189800,22.543231,39.390943,0,172.246316,0
c0,0
Memory Energy
Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,Conv6,FC1,Total,Improvement
c0,0,0,0,0,0,0,0,0,0
c1,0,53.154038,0,27.391713,10.424064,15.238246,0,106.208061,0
c2,0,53.154038,0,27.391713,10.424064,15.238246,0,106.208061,0
c3,0,53.154038,0,27.391713,10.424064,15.238246,0,106.208061,0
c4,0,53.154038,0,0,10.424064,15.238246,0,78.816348,0
c5,0,53.154038,0,27.391713,0,15.238246,0,95.783997,0
c6,0,53.154038,0,27.391713,10.424064,15.238246,0,106.208061,0
c7,0,53.154038,0,27.391713,10.424064,15.238246,0,106.208061,0
c8,0,53.154038,0,27.391713,10.424064,15.238246,0,106.208061,0
c9,0,53.154038,0,27.391713,10.424064,15.238246,0,106.208061,0
c10,0,53.154038,0,27.391713,10.424064,15.238246,0,106.208061,0
c11,0,53.154038,0,0,10.424064,15.238246,0,78.816348,0
c12,0,53.154038,0,27.391713,0,15.238246,0,95.783997,0
c13,0,53.154038,0,27.391713,10.424064,15.238246,0,106.208061,0
c14,0,53.154038,0,27.391713,10.424064,15.238246,0,106.208061,0
c15,0,53.154038,0,27.391713,10.424064,15.238246,0,106.208061,0
c16,0,53.154038,20.016476,27.391713,0,15.238246,0,115.800473,0
c17,0,53.154038,0,0,10.424064,15.238246,0,78.816348,0
c18,0,53.154038,0,27.391713,10.424064,15.238246,0,106.208061,0
c0,0
Memory Time
Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,Conv6,FC1,Total,Improvement
c0,0,0,0,0,0,0,0,0,0
c1,0,14.128858,0,8.244707,3.455880,5.486035,0,31.31548,0
c2,0,14.128858,0,8.244707,3.455880,5.486035,0,31.31548,0
c3,0,14.128858,0,8.244707,3.455880,5.486035,0,31.31548,0
c4,0,14.128858,0,0,3.455880,5.486035,0,23.070773,0
c5,0,14.128858,0,8.244707,0,5.486035,0,27.8596,0
c6,0,14.128858,0,8.244707,3.455880,5.486035,0,31.31548,0
c7,0,14.128858,0,8.244707,3.455880,5.486035,0,31.31548,0
c8,0,14.128858,0,8.244707,3.455880,5.486035,0,31.31548,0
c9,0,14.128858,0,8.244707,3.455880,5.486035,0,31.31548,0
c10,0,14.128858,0,8.244707,3.455880,5.486035,0,31.31548,0
c11,0,14.128858,0,0,3.455880,5.486035,0,23.070773,0
c12,0,14.128858,0,8.244707,0,5.486035,0,27.8596,0
c13,0,14.128858,0,8.244707,3.455880,5.486035,0,31.31548,0
c14,0,14.128858,0,8.244707,3.455880,5.486035,0,31.31548,0
c15,0,14.128858,0,8.244707,3.455880,5.486035,0,31.31548,0
c16,0,14.128858,5.690699,8.244707,0,5.486035,0,33.550299,0
c17,0,14.128858,0,0,3.455880,5.486035,0,23.070773,0
c18,0,14.128858,0,8.244707,3.455880,5.486035,0,31.31548,0
c0,0
Patch Energy
Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,Conv6,FC1,Total,Improvement
c0,0,0,0,0,0,0,0,0,0
c1,0,0,0,0,0,0,0,0,0
c2,0,0,0,0,0,0,0,0,0
c3,0,0,0,0,0,0,0,0,0
c4,0,0,0,0,0,0,0,0,0
c5,0,0,0,0,0,0,0,0,0
c6,0,0,0,0,0,0,0,0,0
c7,0,0,0,0,0,0,0,0,0
c8,0,0,0,0,0,0,0,0,0
c9,0,0,0,0,0,0,0,0,0
c10,0,0,0,0,0,0,0,0,0
c11,0,0,0,0,0,0,0,0,0
c12,0,0,0,0,0,0,0,0,0
c13,0,0,0,0,0,0,0,0,0
c14,0,0,0,0,0,0,0,0,0
c15,0,0,0,0,0,0,0,0,0
c16,0,0,0,0,0,0,0,0,0
c17,0,0,0,0,0,0,0,0,0
c18,0,0,0,0,0,0,0,0,0
c0,0
Quantization Energy
Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,Conv6,FC1,Total,Improvement
c0,0,0,0,0,0,0,0,0,0
c1,0,0,0,0,0,0,0,0,0
c2,0,0,0,0,0,0,0,0,0
c3,0,0,0,0,0,0,0,0,0
c4,0,0,0,102.055,0,0,0,102.055,0
c5,0,0,0,0,0,0,0,0,0
c6,0,0,0,0,0,0,0,0,0
c7,0,0,0,0,0,0,0,0,0
c8,0,0,0,0,0,0,0,0,0
c9,0,0,0,0,0,0,0,0,0
c10,0,0,0,0,0,0,0,0,0
c11,0,0,0,102.055,0,0,0,102.055,0
c12,0,0,0,0,0,0,0,0,0
c13,0,0,0,0,0,0,0,0,0
c14,0,0,0,0,0,0,0,0,0
c15,0,0,0,0,0,0,0,0,0
c16,0,0,0,0,0,0,0,0,0
c17,0,0,0,102.055,0,0,0,102.055,0
c18,0,0,0,0,0,0,0,0,0
c0,0
Quantization Time
Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,Conv6,FC1,Total,Improvement
c0,0,0,0,0,0,0,0,0,0
c1,0,0,0,0,0,0,0,0,0
c2,0,0,0,0,0,0,0,0,0
c3,0,0,0,0,0,0,0,0,0
c4,0,0,0,20.9833,0,0,0,20.9833,0
c5,0,0,0,0,0,0,0,0,0
c6,0,0,0,0,0,0,0,0,0
c7,0,0,0,0,0,0,0,0,0
c8,0,0,0,0,0,0,0,0,0
c9,0,0,0,0,0,0,0,0,0
c10,0,0,0,0,0,0,0,0,0
c11,0,0,0,20.9833,0,0,0,20.9833,0
c12,0,0,0,0,0,0,0,0,0
c13,0,0,0,0,0,0,0,0,0
c14,0,0,0,0,0,0,0,0,0
c15,0,0,0,0,0,0,0,0,0
c16,0,0,0,0,0,0,0,0,0
c17,0,0,0,20.9833,0,0,0,20.9833,0
c18,0,0,0,0,0,0,0,0,0
c0,0
Time
Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,Conv6,FC1,Total,Improvement
c0,202.0632,433.2493,211.0585,394.5152,190.18827,306.11015,2.463761,1739.648381,0.999999942517123
c1,202.0632,41.288602,228.5053,30.964323,14.98868,26.245075,2.463761,546.518941,3.18314322190286
c2,202.0632,41.288602,228.5053,30.964323,14.98868,26.245075,2.463761,546.518941,3.18314322190286
c3,202.0632,41.288602,228.5053,30.964323,14.98868,26.245075,2.463761,546.518941,3.18314322190286
c4,202.0632,41.288602,228.5053,415.4985,14.98868,26.245075,2.463761,931.053118,1.86847362467308
c5,202.0632,41.288602,228.5053,30.964323,115.04262,26.245075,2.463761,646.572881,2.69056770406557
c6,202.0632,41.288602,228.5053,30.964323,14.98868,26.245075,2.463761,546.518941,3.18314322190286
c7,202.0632,41.288602,228.5053,30.964323,14.98868,26.245075,2.463761,546.518941,3.18314322190286
c8,202.0632,41.288602,228.5053,30.964323,14.98868,26.245075,2.463761,546.518941,3.18314322190286
c9,202.0632,41.288602,228.5053,30.964323,14.98868,26.245075,2.463761,546.518941,3.18314322190286
c10,202.0632,41.288602,228.5053,30.964323,14.98868,26.245075,2.463761,546.518941,3.18314322190286
c11,202.0632,41.288602,228.5053,415.4985,14.98868,26.245075,2.463761,931.053118,1.86847362467308
c12,202.0632,41.288602,228.5053,30.964323,115.04262,26.245075,2.463761,646.572881,2.69056770406557
c13,202.0632,41.288602,228.5053,30.964323,14.98868,26.245075,2.463761,546.518941,3.18314322190286
c14,202.0632,41.288602,228.5053,30.964323,14.98868,26.245075,2.463761,546.518941,3.18314322190286
c15,202.0632,41.288602,228.5053,30.964323,14.98868,26.245075,2.463761,546.518941,3.18314322190286
c16,202.0632,41.288602,19.299403,30.964323,115.04262,26.245075,2.463761,437.366984,3.97754756734277
c17,202.0632,41.288602,228.5053,415.4985,14.98868,26.245075,2.463761,931.053118,1.86847362467308
c18,202.0632,41.288602,228.5053,30.964323,14.98868,26.245075,2.463761,546.518941,3.18314322190286
c16,437.366984
Unpatch Energy
Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,Conv6,FC1,Total,Improvement
c0,0,0,0,0,0,0,0,0,0
c1,0,0,0,0,0,0,0,0,0
c2,0,0,0,0,0,0,0,0,0
c3,0,0,0,0,0,0,0,0,0
c4,0,0,0,0,0,0,0,0,0
c5,0,0,0,0,0,0,0,0,0
c6,0,0,0,0,0,0,0,0,0
c7,0,0,0,0,0,0,0,0,0
c8,0,0,0,0,0,0,0,0,0
c9,0,0,0,0,0,0,0,0,0
c10,0,0,0,0,0,0,0,0,0
c11,0,0,0,0,0,0,0,0,0
c12,0,0,0,0,0,0,0,0,0
c13,0,0,0,0,0,0,0,0,0
c14,0,0,0,0,0,0,0,0,0
c15,0,0,0,0,0,0,0,0,0
c16,0,0,0,0,0,0,0,0,0
c17,0,0,0,0,0,0,0,0,0
c18,0,0,0,0,0,0,0,0,0
c0,0
#Conv1,3
Conv1,115.33,355.301,200.956,558.231,6.64024,16.2201,41.8978,123.674
Add1,47.2501,154.498,36.2217,116.852,56.9247,172.83,41.6054,134.411
Tanh1,39.4831,135.034,33.4466,118.003,57.0977,185.926,41.7089,145.509
#Conv2,4
Conv2,310.308,1282.26,610.501,2404.06,56.8745,201.057,41.8404,192.576
Add2,45.3358,217.323,35.0236,153.259,158.537,686.903,41.5412,177.63
Tanh2,38.504,188.321,36.2146,162.298,56.9829,242.874,41.625,182.762
Pool1,39.1015,194.307,43.674,198.246,54.8347,240.102,10.6202,44.9693
#Conv3,3
Conv3,165.302,812.529,188.912,837.371,15.6031,66.3758,21.0237,93.63
Add3,26.3653,138.399,21.2537,100.994,28.3975,126.566,20.9649,93.9519
Tanh3,19.3912,101.904,18.3396,88.5345,28.9295,129.858,20.8836,94.2318
#Conv4,4
Conv4,303.007,1619.75,284.927,1346.18,28.3107,127.724,20.9833,102.055
Add4,26.3854,150.498,19.4384,96.5969,76.34,366.744,20.8326,97.3319
Tanh4,19.2511,109.512,18.4717,92.4694,28.0864,130.933,20.8569,97.8308
Pool2,45.8717,263.305,22.3065,111.077,27.6028,129.232,5.39931,22.7498
#Conv5,3
Conv5,156.337,882.718,86.4203,417.756,8.38767,36.7727,10.6053,48.7992
Add5,24.2343,136.978,19.2262,98.1635,14.7236,68.2983,10.5498,48.5475
Tanh5,9.61697,52.0084,9.39612,49.9132,14.9164,69.1465,10.5006,48.3962
#Conv6,4
Conv6,248.321,1443.4,139.892,696.675,14.7838,68.8585,10.568,51.057
Add6,24.3243,144.761,18.7741,98.9177,39.6841,197.748,10.548,49.6626
Tanh6,9.63435,54.9648,9.37294,50.5591,14.3859,68.827,10.5241,49.2841
Pool3,23.8305,140.946,12.0697,64.0871,14.3906,68.8152,2.78859,10.4233
#FC1,2
Mul1,2.20702,9.19011,4.29982,22.6027,5.01057,21.4017,0.219266,0.10134
Add7,0.256741,0.108633,0.658159,3.49495,0.887661,1.49455,0.140755,0.0381309
9 9 9 9,9 9 9 9,9 9 9,9 9 9,9 9 9 9,9 9
8 8 8 8,6,6,8 8 8,7,7
8 8 8 8,6,6,8 8 8,7,7
8 8 8 8,6,8 8 8,8 8 8,7,7
8 8 8 8,6,7,8 8 8,7,7
8 8 8 8,6,6,8 8 8,7,7
8 8 8 8,6,6,8 8 8,7,7
8 8 8 8,6,6,8 8 8,7,7
8 8 8 8,6,8 8 8,8 8 8,7,7
8 8 8 8,6,8 8 8,8 8 8,7,7
8 8 8 8,6,8 8 8,8 8 8,7,7
8 8 8 8,6,8 8 8,8 8 8,7,7
8 8 8 8,6,6,8 8 8,7,7
8 8 8 8,6,6,8 8 8,7,7
8 8 8 8,6,6,6,7,7
8 8 8 8,6,6,8 8 8,7,7
8 8 8 8,6,6,8 8 8,7,7
8 8 8 8,6,6,8 8 8,7,7
8 8 8 8,6,8 8 8,8 8 8,7,7
8 8 8 8,6,7,8 8 8,7,7
8 8 8 8,6,8 8 8,8 8 8,7,7
8 8 8 8,6,6,8 8 8,7,7
8 8 8 8,6,6,8 8 8,7,7
8 8 8 8,6,8 8 8,8 8 8,7,7
8 8 8 8,6,6,8 8 8,7,7
8 8 8 8,6,7,8 8 8,7,7
8 8 8 8,6,8 8 8,8 8 8,7,7
8 8 8 8,6,8 8 8,8 8 8,7,7
8 8 8 8,6,8 8 8,8 8 8,7,7
8 8 8 8,6,8 8 8,8 8 8,7,7
8 8 8 8,7,7,8 8 8,8 8 8 8,7
9 9 9 9,9 9 9 9,9 9 9,9 9 9,9 9 9 9,9 9
8 8 8 8,8 8 8 8,8 8 8,8 8 8,8 8 8 8,7
8 8 8 8,7,4,6,8 8 8 8,7
8 8 8 8,8 8 8 8,7,4,6,7
8 8 8 8,4,4,6,4,7
8 8 8 8,4,4,7,7,7
8 8 8 8,4,4,8 8 8,5,7
8 8 8 8,7,7,7,8 8 8 8,7
8 8 8 8,7,5,7,4,7
8 8 8 8,8 8 8 8,8 8 8,6,4,7
8 8 8 8,8 8 8 8,4,6,5,7
8 8 8 8,7,4,6,8 8 8 8,7
8 8 8 8,8 8 8 8,7,4,6,7
8 8 8 8,4,4,6,4,7
8 8 8 8,4,4,7,7,7
8 8 8 8,4,4,8 8 8,5,7
8 8 8 8,7,7,7,8 8 8 8,7
8 8 8 8,7,5,7,4,7
8 8 8 8,8 8 8 8,8 8 8,6,4,7
8 8 8 8,4,8 8 8,8 8 8,7,7
8 8 8 8,8 8 8 8,4,6,5,7
8 8 8 8,8 8 8 8,8 8 8,8 8 8,8 8 8 8,7
8 8 8 8,7,4,6,8 8 8 8,7
8 8 8 8,8 8 8 8,4,6,5,7
8 8 8 8,4,4,6,4,7
8 8 8 8,7,5,7,4,7
8 8 8 8,7,7,7,8 8 8 8,7
8 8 8 8,8 8 8 8,8 8 8,6,4,7
8 8 8 8,8 8 8 8,7,4,6,7
8 8 8 8,4,4,8 8 8,5,7
8 8 8 8,4,4,7,7,7
Add1,93.2842,353.575,204.306,149.269,3790.29,2190.14,1600.15,0.49058,4.5223,3.4086,1.24796,43.6026,34.3362,10.1933
Add1_f2h,309.757,1205.25,778.891,426.362,3892.05,2515.4,1376.65,9.65112,25.7956,14.7813,11.0587,35.4623,28.6884,7.22661
Add1_h2f,83.2903,330.731,185.213,145.518,3970.82,2223.7,1747.13,0.806036,4.16027,2.76063,1.51937,31.9222,24.6197,8.42906
Add2,57.2394,332.553,242.25,90.3031,5809.85,4232.21,1577.64,0.457316,4.377,3.61364,0.896967,59.0466,51.9109,9.25098
Add2_f2h,183.024,1140.1,895.094,245.002,6230.37,4891.61,1338.76,5.77653,29.1735,22.2262,6.9702,39.1547,34.6242,5.22016
Add2_h2f,62.1204,356.499,249.999,106.501,5738.83,4024.41,1714.41,0.394536,3.84656,3.14568,0.877756,48.4454,42.9786,7.80049
Add3,64.5391,421.019,313.098,107.922,6523.48,4851.29,1672.19,0.585465,4.31465,3.23825,1.10633,31.0225,23.7417,8.2678
Add3_f2h,39.2865,257.541,197.461,60.0801,6555.52,5026.24,1529.28,0.47706,3.33185,2.49827,0.847902,40.88,31.2198,10.5659
Add3_h2f,31.1203,195.786,142.213,53.5726,6291.23,4569.77,1721.46,0.306809,2.38301,1.71741,0.675567,39.8861,28.601,11.885
Add4,40.9697,274.189,212.979,61.2102,6692.3,5198.28,1494.02,0.384841,4.60445,3.90429,0.821323,78.8032,70.489,12.2778
Add4_f2h,75.4038,524.503,420.111,104.392,6958.45,5574.07,1384.38,5.55358,35.9191,28.1478,7.80022,43.8327,40.6864,11.0572
Add4_h2f,20.652,132.57,101.351,31.2198,6419.34,4907.63,1511.71,0.183388,1.80855,1.4875,0.410811,74.4576,63.8749,15.3763
Add5,41.049,260.675,199.276,61.3997,6350.43,4854.66,1495.77,0.362686,4.17524,3.61668,0.698418,90.2431,81.3189,11.135
Add5_f2h,79.1767,523.707,412.572,111.134,6618.91,5215.04,1403.88,7.23508,41.7069,31.8753,9.84169,56.7552,52.1865,6.95965
Add5_h2f,20.6328,125.982,94.7906,31.1915,6105.9,4594.17,1511.73,0.195554,2.38048,1.96829,0.481221,98.2565,84.4038,17.013
Add6,0.580578,3.19613,2.21839,0.977745,5485.52,3807.55,1677.98,0.0359955,1.55104,1.07733,0.47379,2596.77,1804.25,792.663
Add6_f2h,0.460408,1.00469,0.697219,0.307468,1898.57,1317.21,581.362,0.176587,1.16926,0.811923,0.35736,1980.93,1374.61,606.356
Add6_h2f,0.0886822,0.0103369,0.00716523,0.00317167,111.312,77.1828,34.1295,0.015021,0.0600414,0.0415981,0.0184434,608.231,421.665,186.568
Conv1,759.668,1563.71,760.258,803.448,2058.68,1000.97,1057.71,11.5002,10.4346,3.29189,8.66694,18.8258,13.6161,6.05864
Conv1_f2h,5.44249,6.60174,1.40281,5.19893,1213.19,257.967,955.226,0.17219,0.353329,0.126049,0.277371,56.2627,24.0056,40.2598
Conv1_h2f,83.2352,403.353,303.997,99.3552,4845.94,3652.27,1193.67,0.413148,2.25226,1.68684,0.670959,12.8815,9.56103,5.46339
Conv2,1196.88,6519.17,4850.19,1668.97,5447.23,4052.73,1394.49,11.586,14.405,8.37537,10.139,44.9168,38.8365,6.77628
Conv2_f2h,26.722,110.701,57.7904,52.9111,4142.93,2162.81,1980.12,0.279116,1.38408,0.889919,0.604014,52.084,36.0813,18.6573
Conv2_h2f,62.1589,473.091,401.012,72.0794,7611.02,6451.42,1159.6,0.35738,2.96054,2.47914,0.520919,25.9077,21.4465,5.48728
Conv3,561.436,3134.15,2164.67,969.482,5582.78,3855.92,1726.86,5.64894,12.6119,7.66204,6.48434,42.9576,35.3499,8.45526
Conv3_f2h,20.4033,103.834,61.6107,42.2228,5089.07,3019.68,2069.39,0.33686,2.07671,1.24786,0.849022,58.3312,37.7391,22.1356
Conv3_h2f,31.0982,213.521,168.425,45.0957,6866.05,5415.94,1450.12,0.193664,1.81345,1.41647,0.418016,45.1015,35.0321,10.9083
Conv4,627.538,4183.57,3200.17,983.396,6666.76,5099.68,1567.08,3.19725,10.3525,6.96967,4.85478,29.6592,25.6687,6.16061
Conv4_f2h,39.4494,231.112,155.03,76.0814,5858.45,3929.88,1928.58,0.383614,2.64826,1.77466,0.893289,38.1649,27.1767,11.8054
Conv4_h2f,20.805,157.506,130.042,27.4631,7570.58,6250.58,1320,0.262449,2.5472,2.06942,0.51889,78.0758,64.5926,16.6892
Conv5,430.284,2806.26,2156.62,649.637,6522.06,5012.26,1509.8,3.00065,16.2034,13.6006,4.30614,43.4971,39.7871,5.8117
Conv5_f2h,26.6141,161.682,116.58,45.1028,6075.21,4380.5,1694.71,0.247547,2.32135,1.82405,0.588892,78.8117,64.6347,17.3373
Conv5_h2f,20.7426,148.724,120.885,27.8386,7169.94,5827.84,1342.1,0.210998,2.14481,1.7637,0.390591,69.9498,57.905,12.7277
Mul1,6.85001,40.5555,28.1774,12.3781,5920.38,4113.44,1806.94,0.171041,1.77782,1.24768,0.543706,208.025,148.206,62.2562
Mul1_f2h,7.36824,40.3988,28.1257,12.2731,5482.81,3817.12,1665.69,0.13546,1.47559,1.05633,0.430894,175.413,126.752,50.5788
Mul1_h2f,0.141077,0.0604596,0.0419153,0.0185444,379.141,262.838,116.304,0.0403448,0.169651,0.117675,0.0519786,996.445,691.124,305.345
Pool1,77.3703,318.571,162.02,156.551,4117.58,2094.15,2023.43,0.455239,2.35316,1.53673,0.961891,33.6923,22.5917,12.0676
Pool1_f2h,210.001,844.263,423.672,420.591,4020.89,2017.89,2003,4.20962,10.864,4.63699,6.43175,33.3606,22.9331,10.8583
Pool1_h2f,20.9052,88.6981,46.9757,41.7224,4246.27,2248.89,1997.38,0.667696,1.1714,0.660301,0.539743,117.997,63.6641,55.0082
Pool2,58.7924,314.375,188.669,125.706,5347.29,3209.14,2138.15,0.411831,2.52633,1.74937,0.927995,36.5478,28.4951,9.66495
Pool2_f2h,76.8368,405.93,248.377,157.553,5283.1,3232.6,2050.5,0.716538,3.90927,2.59879,1.50885,31.914,26.7871,6.83944
Pool2_h2f,15.6216,82.0579,49.566,32.4919,5255.37,3174.44,2080.93,0.215716,3.1694,1.92435,1.25917,232.498,141.245,92.0377
Pool3,20.5304,123.325,86.6382,36.6872,6007.12,4220.09,1787.03,0.282783,2.47786,1.92759,0.626736,98.3816,79.4265,23.2579
Pool3_f2h,26.4508,154.684,109.843,44.8406,5849.24,4153.88,1695.36,0.618053,2.67039,1.80558,0.988641,86.0654,72.4368,16.4758
Pool3_h2f,5.2822,29.1224,20.4156,8.70687,5513.14,3864.89,1648.25,0.11154,1.36843,0.975666,0.401594,228.306,164.606,65.5302
Softmax1,2.04532,9.65196,6.69876,2.9532,4718.43,3274.79,1443.63,0.0592166,1.26487,0.87714,0.388768,599.51,416.222,183.818
Tanh1,71.349,309.397,166.636,142.762,4336.38,2335.5,2000.89,0.319789,2.76113,1.82636,1.0288,32.4436,22.8151,10.8671
Tanh1_f2h,100.913,396.573,209.559,187.014,3930.03,2076.77,1853.26,0.899812,3.09604,1.99119,1.45311,33.4653,24.7837,9.33032
Tanh1_h2f,83.2272,381.858,208.746,173.112,4588.14,2508.14,2080,0.436928,2.54257,1.61456,1.04033,21.0556,14.923,7.84162
Tanh2,53.7113,299.392,193.858,105.534,5574.12,3609.27,1964.84,0.516207,3.73585,2.74272,1.11904,46.5019,38.4508,10.2748
Tanh2_f2h,76.8765,416.385,277.089,139.296,5416.46,3604.5,1811.96,0.713004,3.82792,2.92357,1.24867,42.9582,37.8125,7.71353
Tanh2_h2f,62.0292,344.851,220.072,124.778,5559.5,3547.89,2011.61,0.268756,2.54138,2.0299,0.664609,34.7016,29.7044,7.08025
Tanh3,27.4497,170.841,118.94,51.9014,6223.81,4333.02,1890.79,0.272378,2.30827,1.59613,0.719755,58.4892,40.4211,18.4657
Tanh3_f2h,39.0187,237.416,168.18,69.2353,6084.79,4310.35,1774.44,0.483226,2.94737,2.05624,0.902876,39.7976,28.4209,12.0028
Tanh3_h2f,31.0592,188.341,129.589,58.7521,6063.92,4172.31,1891.61,0.214138,1.88422,1.30556,0.593641,41.1045,29.1294,12.6756
Tanh4,18.3085,118.735,87.9986,30.7359,6485.13,4806.35,1678.77,0.220835,2.58413,2.07212,0.565112,112.566,92.977,23.0207
Tanh4_f2h,26.1769,164.262,123.396,40.8663,6275.42,4714.21,1561.21,0.358447,2.34225,1.86472,0.587341,71.3708,61.4761,14.4163
Tanh4_h2f,20.6587,128.708,94.4883,34.2199,6230.16,4573.71,1656.45,0.207862,2.25217,1.81483,0.480835,85.0819,70.6279,17.1689
Tanh5,18.3283,114.102,83.1648,30.9372,6224.98,4537.15,1687.83,0.260623,5.957,4.43105,1.5561,299.19,223.089,77.8918
Tanh5_f2h,26.1523,156.042,115.325,40.7168,5968.06,4410.79,1557.27,0.343513,4.99963,3.81509,1.25126,209.878,159.503,52.6995
Tanh5_h2f,20.633,123.091,88.9037,34.1876,5965.83,4308.87,1656.96,0.190143,2.18341,1.76558,0.481496,94.4781,78.5292,18.9483
Add1,114.477,689.511,545.497,144.014,6023.13,4765.12,1258.01,0.494926,3.39383,2.63662,0.913302,15.2664,12.3757,5.32532
Add2,139.245,1083.98,913.705,170.273,7784.72,6561.88,1222.83,0.616984,5.07127,4.2664,0.881209,16.6482,14.6652,3.17889
Add3,73.7075,582.264,483.313,98.9509,7899.66,6557.19,1342.47,0.766894,6.39355,5.25146,1.16607,26.1761,21.787,5.48411
Add4,47.9113,399.265,338.936,60.3286,8333.36,7074.23,1259.12,0.344035,4.04787,2.81768,2.21291,52.9096,30.2717,43.7817
Add5,47.955,388.123,327.404,60.7191,8093.5,6827.34,1266.16,0.385326,4.51233,3.74464,0.829162,71.7827,59.7486,13.7432
Add6,0.1721,0.083548,0.0671001,0.0164478,452.189,363.168,89.0211,0.0152622,0.264957,0.212801,0.0521557,1369.25,1099.72,269.533
Conv1,925.494,3271.78,2320.75,951.03,3535.33,2507.72,1027.61,7.38366,11.5946,7.18956,6.71324,22.3312,19.251,4.89111
Conv2,2080.05,13944.8,11447.4,2497.39,6704.35,5503.69,1200.66,13.4036,25.0061,20.4344,10.1874,42.1223,38.0878,4.46151
Conv3,1014.71,6863.91,5475.41,1388.5,6764.61,5396.22,1368.39,5.96381,14.6827,14.1842,4.69302,43.9951,39.249,5.4172
Conv4,1226.86,9535.92,7945,1590.92,7772.68,6475.96,1296.73,4.45174,35.4147,15.5377,26.2279,31.4207,24.4877,19.7888
Conv5,861.092,6591.9,5495.97,1095.93,7655.42,6382.69,1272.73,4.21251,19.5607,11.6479,15.1544,34.6117,29.1745,17.0262
Mul1,3.73053,25.3858,20.4052,4.98065,6805.05,5469.93,1335.12,0.0924027,1.617,1.29761,0.32099,403.014,323.605,79.8704
Pool1,175.352,985.339,672.448,312.891,5619.71,3835.24,1784.47,3.94384,18.2525,12.0852,6.20264,25.3347,19.4031,6.99576
Pool2,132.287,891.752,674.086,217.667,6741.51,5096,1645.51,3.25049,19.5357,14.6978,4.86596,26.8879,22.2401,5.69913
Pool3,44.6908,343.93,279.325,64.6046,7695.89,6250.31,1445.57,0.968672,7.36666,5.9023,1.48972,37.1193,30.6839,9.10475
Softmax1,1.92222,11.9898,9.62903,2.36074,6235.93,5008.1,1227.83,0.0948851,1.8978,1.52456,0.373476,928.239,745.748,182.625
Tanh1,76.4029,470.583,342.12,128.463,6159.2,4477.81,1681.39,0.423554,3.56257,2.71704,0.923294,25.9953,20.7846,7.04828
Tanh2,55.9198,411.855,325.555,86.2999,7365.1,5821.83,1543.28,0.307608,2.90099,2.28812,0.637094,29.5989,23.7191,6.64274
Tanh3,27.9644,214.918,172.203,42.7143,7685.42,6157.97,1527.45,0.27067,2.55707,2.04195,0.526121,57.2266,45.9891,11.875
Tanh4,18.6218,150.823,125.161,25.6619,8099.35,6721.29,1378.06,0.144119,1.9824,1.59565,0.785064,92.3216,73.7595,41.0994
Tanh5,18.6201,147.003,121.178,25.8248,7894.73,6507.83,1386.9,0.18229,2.27179,1.84236,0.444801,85.7818,70.1289,16.9109
Conv1,5000,3,32,32,64,3,11,11,1,1
Conv2,5000,64,16,16,192,64,5,5,1,1
Conv3,5000,192,8,8,384,192,3,3,1,1
Conv4,5000,384,8,8,256,384,3,3,1,1
Conv5,5000,256,8,8,256,256,3,3,1,1
FC1,5000,4096,4096,10
#Conv1,4
Conv1
Add1
Tanh1
Pool1
#Conv2,4
Conv2
Add2
Tanh2
Pool2
#Conv3,3
Conv3
Add3
Tanh3
#Conv4,3
Conv4
Add4
Tanh4
#Conv5,4
Conv5
Add5
Tanh5
Pool3
#FC1,2
Mul1
Add6
9 9 9 9,9 9 9 9,9 9 9,9 9 9,9 9 9 9,9 9
8 8 8 8,4,6,6,7,7
8 8 8 8,6,9 9 9,6,9 9 9 9,3
8 8 8 8,4,3,8 8 8,8 8 8 8,4
9 9 9 9,4,3,9 9 9,7,9 9
8 8 8 8,8 8 8 8,9 9 9,7,3,4
8 8 8 8,4,6,8 8 8,9 9 9 9,7
8 8 8 8,9 9 9 9,6,6,9 9 9 9,4
9 9 9 9,7,9 9 9,8 8 8,9 9 9 9,5
8 8 8 8,9 9 9 9,7,8 8 8,5,5
8 8 8 8,8 8 8 8,7,7,8 8 8 8,5
9 9 9 9,6,6,8 8 8,9 9 9 9,7
8 8 8 8,4,4,8 8 8,8 8 8 8,8 8
8 8 8 8,9 9 9 9,6,6,9 9 9 9,8 8
8 8 8 8,8 8 8 8,8 8 8,7,8 8 8 8,9 9
9 9 9 9,8 8 8 8,9 9 9,9 9 9,7,7
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