merging

hpvm/projects/soc_simulator/alexnet2_cifar10/alexnet2_layers.txt

-Conv1,2000,3,32,32,32,3,3,3,1,1
-Conv2,2000,32,32,32,32,32,3,3,1,1
-Conv3,2000,32,16,16,64,32,3,3,1,1
-Conv4,2000,64,16,16,64,64,3,3,1,1
-Conv5,2000,64,8,8,128,64,3,3,1,1
-Conv6,2000,128,8,8,128,128,3,3,1,1
-FC1,2000,2048,2048,10

hpvm/projects/soc_simulator/alexnet2_cifar10/alexnet2_ops.txt

-#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

hpvm/projects/soc_simulator/alexnet2_cifar10/alexnet2_promise_confs1.txt

-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
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-9 9 9,7,7,6,8 8 8,6,7
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-9 9 9,9 9 9 9,7,6,8 8 8,5,6
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-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
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-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

hpvm/projects/soc_simulator/alexnet2_cifar10/alexnet2_promise_confs2.txt

-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
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-9 9 9,7,8 8 8,6,8 8 8,5,7
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-9 9 9,7,4,5,8 8 8,5,7
-8 8 8,7,4,6,8 8 8,6,7
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-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

hpvm/projects/soc_simulator/alexnet2_cifar10/alexnet2_promise_results1.csv

-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
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-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
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-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
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-c12,270.6243,725.4132,228.5053,22.719616,115.04262,20.759040,0.054060,1383.118136,1.25777271654742
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-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
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-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
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-c7,644.833,155.615129,1026.8995,118.224147,565.8327,93.90756,2.260409,2607.572445,3.29349070631513
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-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
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-Memory Energy
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-Memory Time
-Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,Conv6,FC1,Total,Improvement
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hpvm/projects/soc_simulator/alexnet2_cifar10/alexnet2_results1.csv

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-Memory Time
-Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,Conv6,FC1,Total,Improvement
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-c15,0,14.128858,5.690699,8.244707,0,0,0,28.064264,0
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-Patch Energy
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-Quantization Energy
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-Quantization Time
-Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,Conv6,FC1,Total,Improvement
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-Time
-Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,Conv6,FC1,Total,Improvement
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-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
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hpvm/projects/soc_simulator/alexnet2_cifar10/alexnet2_results2.csv

-Compute Energy
-Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,Conv6,FC1,Total,Improvement
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-
-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
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-Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,Conv6,FC1,Total,Improvement
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-
-Leakage Energy
-Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,Conv6,FC1,Total,Improvement
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-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
-

hpvm/projects/soc_simulator/alexnet2_cifar10/alexnet2_tensors.txt

-#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

hpvm/projects/soc_simulator/alexnet_cifar10/alexnet_confs1.txt

-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

hpvm/projects/soc_simulator/alexnet_cifar10/alexnet_confs2.txt

-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

hpvm/projects/soc_simulator/alexnet_cifar10/alexnet_fp16.csv

-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

hpvm/projects/soc_simulator/alexnet_cifar10/alexnet_fp32.csv

-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

hpvm/projects/soc_simulator/alexnet_cifar10/alexnet_layers.txt

-Conv1,2000,3,32,32,64,3,11,11,1,1
-Conv2,2000,64,16,16,192,64,5,5,1,1
-Conv3,2000,192,8,8,384,192,3,3,1,1
-Conv4,2000,384,8,8,256,384,3,3,1,1
-Conv5,2000,256,8,8,256,256,3,3,1,1
-FC1,2000,4096,4096,10

hpvm/projects/soc_simulator/alexnet_cifar10/alexnet_ops.txt

-#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

hpvm/projects/soc_simulator/alexnet_cifar10/alexnet_promise_confs1.txt

-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

hpvm/projects/soc_simulator/alexnet_cifar10/alexnet_promise_confs2.txt

-9 9 9 9,9 9 9 9,9 9 9,9 9 9,9 9 9 9,9 9
-8 8 8 8,3,1,4,7,3
-8 8 8 8,3,1,6,7,3
-8 8 8 8,4,1,3,7,4
-9 9 9 9,4,1,9 9 9,3,3
-8 8 8 8,3,1,7,7,4
-9 9 9 9,7,1,7,4,9 9
-8 8 8 8,3,1,6,5,9 9
-9 9 9 9,1,5,7,2,9 9
-8 8 8 8,3,2,2,7,3
-8 8 8 8,9 9 9 9,1,7,3,9 9
-8 8 8 8,4,1,6,7,8 8
-8 8 8 8,4,1,6,7,5
-8 8 8 8,1,8 8 8,6,7,3
-8 8 8 8,5,1,6,7,7
-9 9 9 9,7,1,6,7,8 8
-8 8 8 8,3,1,9 9 9,7,8 8
-8 8 8 8,3,7,2,7,3
-8 8 8 8,3,8 8 8,2,4,8 8
-9 9 9 9,1,8 8 8,9 9 9,4,8 8
-8 8 8 8,5,4,3,2,9 9
-8 8 8 8,5,1,6,8 8 8 8,3
-8 8 8 8,9 9 9 9,1,8 8 8,7,3
-9 9 9 9,4,2,4,9 9 9 9,2
-9 9 9 9,2,3,8 8 8,7,2
-9 9 9 9,3,2,6,7,3
-8 8 8 8,6,4,6,2,3
-8 8 8 8,6,4,9 9 9,2,3
-8 8 8 8,7,4,4,3,4
-9 9 9 9,4,7,6,2,8 8
-8 8 8 8,7,3,3,5,5
-8 8 8 8,3,2,6,7,7
-9 9 9 9,7,4,6,3,4
-9 9 9 9,7,9 9 9,3,7,3
-8 8 8 8,3,9 9 9,5,6,3
-9 9 9 9,6,7,3,4,5
-8 8 8 8,3,9 9 9,6,3,3
-8 8 8 8,2,5,7,9 9 9 9,3
-8 8 8 8,3,5,6,7,3
-8 8 8 8,4,7,6,5,3
-8 8 8 8,3,3,6,7,4
-8 8 8 8,3,4,7,5,6
-8 8 8 8,7,7,6,7,3
-8 8 8 8,5,4,7,4,7
-8 8 8 8,7,3,4,7,7
-8 8 8 8,4,3,7,4,5
-9 9 9 9,3,9 9 9,5,7,3
-8 8 8 8,7,2,7,9 9 9 9,7
-8 8 8 8,3,4,4,8 8 8 8,3
-8 8 8 8,3,5,6,7,5
-9 9 9 9,3,4,9 9 9,7,3
-8 8 8 8,7,4,7,7,3

hpvm/projects/soc_simulator/alexnet_cifar10/alexnet_promise_results1.csv

-Compute Energy
-Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,FC1,Total,Improvement
-c0,5417.213,16332.387,7661.092,10086.008,7470.956,25.469348,46993.125348,0.999999997872029
-c1,2545.253,150.857135,137.685622,177.024371,157.113483,0.174571,3168.108182,14.8331815597962
-c2,2545.253,255.701869,7661.092,177.024371,7470.956,0.057413,18110.084653,2.59485949342205
-c3,2545.253,150.857135,60.283643,4576.494,3304.362,0.077363,10637.327141,4.41775685595832
-c4,5417.213,150.857135,60.283643,10086.008,157.113483,25.469348,15896.944609,2.95611051105908
-c5,2545.253,7465.49,7661.092,235.670225,51.671694,0.077363,17959.254282,2.61665235919258
-c6,2545.253,150.857135,137.685622,4576.494,7470.956,0.174571,14881.420328,3.15783870063778
-c7,2545.253,16332.387,137.685622,177.024371,7470.956,0.077363,26663.383356,1.7624591952311
-c8,5417.213,340.412547,7661.092,4576.494,7470.956,0.086312,25466.253859,1.8453096958688
-c9,2545.253,16332.387,183.299064,4576.494,77.680494,0.086312,23715.19987,1.98156142083756
-c10,2545.253,7465.49,183.299064,235.670225,3304.362,0.086312,13734.160601,3.42162337918315
-c11,5417.213,255.701869,137.685622,4576.494,7470.956,0.174571,17858.225062,2.63145552941035
-c12,2545.253,150.857135,81.230765,4576.494,3304.362,43.75163,10701.94853,4.39108119209875
-c13,2545.253,16332.387,137.685622,177.024371,7470.956,43.75163,26707.057623,1.75957703148744
-c14,2545.253,7465.49,3726.01,235.670225,3304.362,25.469348,17302.254573,2.71601165490486
-c15,5417.213,7465.49,7661.092,10086.008,157.113483,0.174571,30787.091054,1.52639056132117
-c1,3168.108182
-
-Compute Time
-Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,FC1,Total,Improvement
-c0,1291.7259,2407.5018,1116.3819,1293.3931,972.3579,3.90263,7085.26323,0.999999985886199
-c1,1001.6715,182.333568,96.183552,128.244736,82.574848,0.090100,1491.098304,4.7517073393635
-c2,1001.6715,182.333568,1116.3819,128.244736,972.3579,0.090100,3401.079704,2.08323933524495
-c3,1001.6715,182.333568,96.183552,686.8162,510.1917,0.090100,2477.28662,2.86009010293326
-c4,1291.7259,182.333568,96.183552,1293.3931,82.574848,3.90263,2950.113598,2.40169158049854
-c5,1001.6715,1366.6231,1116.3819,128.244736,82.574848,0.090100,3695.586184,1.91722305623754
-c6,1001.6715,182.333568,96.183552,686.8162,972.3579,0.090100,2939.45282,2.41040201113342
-c7,1001.6715,2407.5018,96.183552,128.244736,972.3579,0.090100,4606.049588,1.53825158431508
-c8,1291.7259,182.333568,1116.3819,686.8162,972.3579,0.090100,4249.705568,1.66723622375817
-c9,1001.6715,2407.5018,96.183552,686.8162,82.574848,0.090100,4274.838,1.65743428505515
-c10,1001.6715,1366.6231,96.183552,128.244736,510.1917,0.090100,3103.004688,2.28335555826413
-c11,1291.7259,182.333568,96.183552,686.8162,972.3579,0.090100,3229.50722,2.1939145906627
-c12,1001.6715,182.333568,96.183552,686.8162,510.1917,7.430588,2484.627108,2.85164036165541
-c13,1001.6715,2407.5018,96.183552,128.244736,972.3579,7.430588,4613.390076,1.53580403124351
-c14,1001.6715,1366.6231,653.4248,128.244736,510.1917,3.90263,3664.058466,1.93371997264085
-c15,1291.7259,1366.6231,1116.3819,1293.3931,82.574848,0.090100,5150.788948,1.37556851270217
-c1,1491.098304
-
-Energy
-Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,FC1,Total,Improvement
-c0,5417.213,16332.387,7661.092,10086.008,7470.956,25.469348,46993.125348,0.999999997872029
-c1,2551.85474,553.269866,357.336004,478.667351,352.195669,4.712122,4298.035752,10.9336280492246
-c2,2551.85474,658.1146,7661.092,478.667351,7470.956,4.594964,18825.279655,2.49627766278048
-c3,2551.85474,553.269866,279.934025,4576.494,3304.362,4.614914,11270.529545,4.1695578493818
-c4,5417.213,553.269866,279.934025,10086.008,352.195669,25.469348,16714.089908,2.81158742866093
-c5,2551.85474,7465.49,7874.613,537.313205,246.75388,4.614914,18680.639739,2.51560576902143
-c6,2551.85474,553.269866,357.336004,4576.494,7619.68,4.712122,15663.346732,3.00019694718077
-c7,2551.85474,16805.478,357.336004,478.667351,7470.956,4.614914,27668.907009,1.69840916241734
-c8,5417.213,742.825278,7661.092,4807.606,7619.68,4.623863,26253.040141,1.79000698268118
-c9,2551.85474,16805.478,402.949446,4576.494,272.76268,4.623863,24614.162729,1.9091904800692
-c10,2551.85474,7465.49,402.949446,537.313205,3304.362,4.623863,14266.593254,3.29392758186552
-c11,5417.213,658.1146,357.336004,4576.494,7619.68,4.712122,18633.549726,2.52196311421182
-c12,2551.85474,553.269866,300.881147,4576.494,3304.362,43.75163,11330.613383,4.14744756923415
-c13,2551.85474,16805.478,357.336004,478.667351,7470.956,84.15043,27748.442525,1.69354100275384
-c14,2551.85474,7465.49,3726.01,537.313205,3304.362,25.5298076,17610.5597526,2.66846288484474
-c15,5417.213,7576.191,7874.613,10086.008,352.195669,4.712122,31310.932791,1.50085356803622
-c1,4298.035752
-
-Leakage Energy
-Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,FC1,Total,Improvement
-c0,0,0,0,0,0,0,0,0
-c1,0,324.065467,175.390266,229.498883,151.959867,1.216143,882.130626,0
-c2,0,324.065467,0,229.498883,0,1.216143,554.780493,0
-c3,0,324.065467,175.390266,0,0,1.216143,500.671876,0
-c4,0,324.065467,175.390266,0,151.959867,0,651.4156,0
-c5,0,0,0,229.498883,151.959867,1.216143,382.674893,0
-c6,0,324.065467,175.390266,0,0,1.216143,500.671876,0
-c7,0,0,175.390266,229.498883,0,1.216143,406.105292,0
-c8,0,324.065467,0,0,0,1.216143,325.28161,0
-c9,0,0,175.390266,0,151.959867,1.216143,328.566276,0
-c10,0,0,175.390266,229.498883,0,1.216143,406.105292,0
-c11,0,324.065467,175.390266,0,0,1.216143,500.671876,0
-c12,0,324.065467,175.390266,0,0,0,499.455733,0
-c13,0,0,175.390266,229.498883,0,0,404.889149,0
-c14,0,0,0,229.498883,0,0,229.498883,0
-c15,0,0,0,0,151.959867,1.216143,153.17601,0
-c0,0
-
-Memory Energy
-Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,FC1,Total,Improvement
-c0,0,0,0,0,0,0,0,0
-c1,0,78.347264,44.260116,72.144097,43.122319,3.321408,241.195204,0
-c2,0,78.347264,0,72.144097,0,3.321408,153.812769,0
-c3,0,78.347264,44.260116,0,0,3.321408,125.928788,0
-c4,0,78.347264,44.260116,0,43.122319,0,165.729699,0
-c5,0,0,0,72.144097,43.122319,3.321408,118.587824,0
-c6,0,78.347264,44.260116,0,0,3.321408,125.928788,0
-c7,0,0,44.260116,72.144097,0,3.321408,119.725621,0
-c8,0,78.347264,0,0,0,3.321408,81.668672,0
-c9,0,0,44.260116,0,43.122319,3.321408,90.703843,0
-c10,0,0,44.260116,72.144097,0,3.321408,119.725621,0
-c11,0,78.347264,44.260116,0,0,3.321408,125.928788,0
-c12,0,78.347264,44.260116,0,0,0,122.60738,0
-c13,0,0,44.260116,72.144097,0,0,116.404213,0
-c14,0,0,0,72.144097,0,0,72.144097,0
-c15,0,0,0,0,43.122319,3.321408,46.443727,0
-c0,0
-
-Memory Time
-Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,FC1,Total,Improvement
-c0,0,0,0,0,0,0,0,0
-c1,0,36.608647,19.907558,29.286620,18.163317,0.701660,104.667802,0
-c2,0,36.608647,0,29.286620,0,0.701660,66.596927,0
-c3,0,36.608647,19.907558,0,0,0.701660,57.217865,0
-c4,0,36.608647,19.907558,0,18.163317,0,74.679522,0
-c5,0,0,0,29.286620,18.163317,0.701660,48.151597,0
-c6,0,36.608647,19.907558,0,0,0.701660,57.217865,0
-c7,0,0,19.907558,29.286620,0,0.701660,49.895838,0
-c8,0,36.608647,0,0,0,0.701660,37.310307,0
-c9,0,0,19.907558,0,18.163317,0.701660,38.772535,0
-c10,0,0,19.907558,29.286620,0,0.701660,49.895838,0
-c11,0,36.608647,19.907558,0,0,0.701660,57.217865,0
-c12,0,36.608647,19.907558,0,0,0,56.516205,0
-c13,0,0,19.907558,29.286620,0,0,49.194178,0
-c14,0,0,0,29.286620,0,0,29.28662,0
-c15,0,0,0,0,18.163317,0.701660,18.864977,0
-c0,0
-
-Patch Energy
-Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,FC1,Total,Improvement
-c0,0,0,0,0,0,0,0,0
-c1,0,0,0,0,0,0,0,0
-c2,0,0,0,0,0,0,0,0
-c3,0,0,0,0,0,0,0,0
-c4,0,0,0,0,0,0,0,0
-c5,0,0,0,0,0,0,0,0
-c6,0,0,0,0,0,0,0,0
-c7,0,0,0,0,0,0,0,0
-c8,0,0,0,0,0,0,0,0
-c9,0,0,0,0,0,0,0,0
-c10,0,0,0,0,0,0,0,0
-c11,0,0,0,0,0,0,0,0
-c12,0,0,0,0,0,0,0,0
-c13,0,0,0,0,0,0,0,0
-c14,0,0,0,0,0,0,0,0
-c15,0,0,0,0,0,0,0,0
-c0,0
-
-Quantization Energy
-Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,FC1,Total,Improvement
-c0,0,0,0,0,0,0,0,0
-c1,6.60174,0,0,0,0,0,6.60174,0
-c2,6.60174,0,0,0,0,0,6.60174,0
-c3,6.60174,0,0,0,0,0,6.60174,0
-c4,0,0,0,0,0,0,0,0
-c5,6.60174,0,213.521,0,0,0,220.12274,0
-c6,6.60174,0,0,0,148.724,0,155.32574,0
-c7,6.60174,473.091,0,0,0,0,479.69274,0
-c8,0,0,0,231.112,148.724,0,379.836,0
-c9,6.60174,473.091,0,0,0,0,479.69274,0
-c10,6.60174,0,0,0,0,0,6.60174,0
-c11,0,0,0,0,148.724,0,148.724,0
-c12,6.60174,0,0,0,0,0,6.60174,0
-c13,6.60174,473.091,0,0,0,40.3988,520.09154,0
-c14,6.60174,0,0,0,0,0.0604596,6.6621996,0
-c15,0,110.701,213.521,0,0,0,324.222,0
-c0,0
-
-Quantization Time
-Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,FC1,Total,Improvement
-c0,0,0,0,0,0,0,0,0
-c1,5.44249,0,0,0,0,0,5.44249,0
-c2,5.44249,0,0,0,0,0,5.44249,0
-c3,5.44249,0,0,0,0,0,5.44249,0
-c4,0,0,0,0,0,0,0,0
-c5,5.44249,0,31.0982,0,0,0,36.54069,0
-c6,5.44249,0,0,0,20.7426,0,26.18509,0
-c7,5.44249,62.1589,0,0,0,0,67.60139,0
-c8,0,0,0,39.4494,20.7426,0,60.192,0
-c9,5.44249,62.1589,0,0,0,0,67.60139,0
-c10,5.44249,0,0,0,0,0,5.44249,0
-c11,0,0,0,0,20.7426,0,20.7426,0
-c12,5.44249,0,0,0,0,0,5.44249,0
-c13,5.44249,62.1589,0,0,0,7.36824,74.96963,0
-c14,5.44249,0,0,0,0,0.141077,5.583567,0
-c15,0,26.722,31.0982,0,0,0,57.8202,0
-c0,0
-
-Time
-Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,FC1,Total,Improvement
-c0,1291.7259,2407.5018,1116.3819,1293.3931,972.3579,3.90263,7085.26323,0.999999985886199
-c1,1007.11399,218.942215,116.09111,157.531356,100.738165,0.79176,1601.208596,4.42494675909504
-c2,1007.11399,218.942215,1116.3819,157.531356,972.3579,0.79176,3473.119121,2.04002879807851
-c3,1007.11399,218.942215,116.09111,686.8162,510.1917,0.79176,2539.946975,2.78953183699704
-c4,1291.7259,218.942215,116.09111,1293.3931,100.738165,3.90263,3024.79312,2.34239589772685
-c5,1007.11399,1366.6231,1147.4801,157.531356,100.738165,0.79176,3780.278471,1.87427013563335
-c6,1007.11399,218.942215,116.09111,686.8162,993.1005,0.79176,3022.855775,2.34389713667708
-c7,1007.11399,2469.6607,116.09111,157.531356,972.3579,0.79176,4723.546816,1.49998790231133
-c8,1291.7259,218.942215,1116.3819,726.2656,993.1005,0.79176,4347.207875,1.62984225064594
-c9,1007.11399,2469.6607,116.09111,686.8162,100.738165,0.79176,4381.211925,1.61719250051588
-c10,1007.11399,1366.6231,116.09111,157.531356,510.1917,0.79176,3158.343016,2.24334816382249
-c11,1291.7259,218.942215,116.09111,686.8162,993.1005,0.79176,3307.467685,2.14220173576082
-c12,1007.11399,218.942215,116.09111,686.8162,510.1917,7.430588,2546.585803,2.78225966053343
-c13,1007.11399,2469.6607,116.09111,157.531356,972.3579,14.798828,4737.553884,1.49555303304803
-c14,1007.11399,1366.6231,653.4248,157.531356,510.1917,4.043707,3698.928653,1.91549059285165
-c15,1291.7259,1393.3451,1147.4801,1293.3931,100.738165,0.79176,5227.474125,1.35538941466517
-c1,1601.208596
-
-Unpatch Energy
-Configuration,Conv1,Conv2,Conv3,Conv4,Conv5,FC1,Total,Improvement
-c0,0,0,0,0,0,0,0,0
-c1,0,0,0,0,0,0,0,0
-c2,0,0,0,0,0,0,0,0
-c3,0,0,0,0,0,0,0,0
-c4,0,0,0,0,0,0,0,0
-c5,0,0,0,0,0,0,0,0
-c6,0,0,0,0,0,0,0,0
-c7,0,0,0,0,0,0,0,0
-c8,0,0,0,0,0,0,0,0
-c9,0,0,0,0,0,0,0,0
-c10,0,0,0,0,0,0,0,0
-c11,0,0,0,0,0,0,0,0
-c12,0,0,0,0,0,0,0,0
-c13,0,0,0,0,0,0,0,0
-c14,0,0,0,0,0,0,0,0
-c15,0,0,0,0,0,0,0,0
-c0,0
-