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GPU Kernel Information Aggregated by Layer

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layer_index	layer_name	layer_type	layer_duration (us)	layer_gpu_duration (us)	layer_cpu_duration (us)	layer_flops	layer_dram_read_bytes	layer_dram_write_bytes	layer_achieved_occupancy (%)	layer_arithmetic_intensity (flops/byte)	layer_arithmetic_throughput (GFlops)	layer_memory_bound

layer_index	layer_name	layer_type	layer_duration (us)	layer_gpu_duration (us)	layer_cpu_duration (us)	layer_flops	layer_dram_read_bytes	layer_dram_write_bytes	layer_achieved_occupancy (%)	layer_arithmetic_intensity (flops/byte)	layer_arithmetic_throughput (GFlops)	layer_memory_bound
1	InceptionV3/InceptionV3/Conv2d_1a_3x3/BatchNorm/batchnorm/mul-0-TransposeNHWCToNCHW-LayoutOptimizer	Transpose	338.00	256.67	81.33	0	68673312.00	77710752.00	91.40	0.00	0.00	true
2	InceptionV3/InceptionV3/Conv2d_1a_3x3/BatchNorm/batchnorm/mul	Conv2D	678.67	506.33	172.33	2637242368	39943466.67	108601365.33	24.33	17.75	5208.51	false
3	InceptionV3/InceptionV3/Conv2d_1a_3x3/BatchNorm/batchnorm/add_1	Add	487.67	453.33	34.33	45467648	138308053.33	138474357.33	49.70	0.16	100.30	true
4	InceptionV3/InceptionV3/Conv2d_1a_3x3/Relu	Relu	477.33	455.00	22.33	0	137353941.33	139242602.67	97.90	0.00	0.00	true
5	InceptionV3/InceptionV3/Conv2d_2a_3x3/BatchNorm/batchnorm/mul	Conv2D	2190.67	2089.33	101.33	25580707840	39548885.33	139033344.00	24.43	143.24	12243.48	false
6	InceptionV3/InceptionV3/Conv2d_2a_3x3/BatchNorm/batchnorm/add_1	Add	470.00	444.00	26.00	44255232	146601941.33	146715370.67	49.70	0.15	99.67	true
7	InceptionV3/InceptionV3/Conv2d_2a_3x3/Relu	Relu	463.33	442.67	20.67	0	141984917.33	141976800.00	98.00	0.00	0.00	true
8	InceptionV3/InceptionV3/Conv2d_2b_3x3/BatchNorm/batchnorm/mul	Conv2D	4199.00	4099.67	99.33	51161415680	19739498.67	179186720.00	17.82	257.19	12479.41	false
9	InceptionV3/InceptionV3/Conv2d_2b_3x3/BatchNorm/batchnorm/add_1	Add	910.67	885.00	25.67	88510464	89473429.33	179313749.33	49.80	0.33	100.01	true
10	InceptionV3/InceptionV3/Conv2d_2b_3x3/Relu	Relu	921.67	898.67	23.00	0	31999808.00	66125952.00	98.30	0.00	0.00	true
11	InceptionV3/InceptionV3/MaxPool_3a_3x3/MaxPool	MaxPool	782.33	736.33	46.00	21827584	3155605.33	2071317.33	72.20	4.18	29.64	true
12	InceptionV3/InceptionV3/Conv2d_3b_1x1/BatchNorm/batchnorm/mul	Conv2D	642.33	541.33	101.00	5676236800	66332810.67	44920437.33	24.56	51.02	10485.65	false
13	InceptionV3/InceptionV3/Conv2d_3b_1x1/BatchNorm/batchnorm/add_1	Add	300.00	276.67	23.33	27284480	109139349.33	108502890.67	49.60	0.13	98.62	true
14	InceptionV3/InceptionV3/Conv2d_3b_1x1/Relu	Relu	291.33	273.67	17.67	0	109138080.00	109110922.67	97.60	0.00	0.00	true
15	InceptionV3/InceptionV3/Conv2d_4a_3x3/BatchNorm/batchnorm/mul	Conv2D	4943.67	4714.00	229.67	47812024320	46825941.33	143925472.00	14.04	250.65	10142.56	false
16	InceptionV3/InceptionV3/Conv2d_4a_3x3/BatchNorm/batchnorm/add_1	Add	643.33	615.00	28.33	61943808	102589248.00	129581152.00	49.90	0.27	100.72	true
17	InceptionV3/InceptionV3/Conv2d_4a_3x3/Relu	Relu	640.67	621.33	19.33	0	640.00	2346.67	98.20	0.00	0.00	true
18	InceptionV3/InceptionV3/MaxPool_5a_3x3/MaxPool	MaxPool	553.67	516.67	37.00	15052800	110981312.00	32690848.00	72.20	0.10	29.13	true
19	InceptionV3/InceptionV3/Mixed_5b/Branch_3/AvgPool_0a_3x3/AvgPool	AvgPool	480.67	446.33	34.33	397943232	46731370.67	59077941.33	70.40	3.76	891.58	true
20	InceptionV3/InceptionV3/Mixed_5b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	288.33	192.00	96.33	1938374656	62907904.00	21601696.00	22.62	22.94	10095.70	false
21	InceptionV3/InceptionV3/Mixed_5b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	276.67	181.00	95.67	1938374656	62493984.00	16289696.00	22.67	24.60	10709.25	false
22	InceptionV3/InceptionV3/Mixed_5b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	281.33	196.67	84.67	1938374656	62738197.33	22023818.67	22.50	22.87	9856.13	false
23	InceptionV3/InceptionV3/Mixed_5b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul	Conv2D	203.67	117.67	86.00	969187328	61850464.00	11304629.33	21.67	13.25	8236.70	true
24	InceptionV3/InceptionV3/Mixed_5b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	78.67	55.00	23.67	5017600	20105130.67	20177045.33	47.90	0.12	91.23	true
25	InceptionV3/InceptionV3/Mixed_5b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	61.00	40.33	20.67	3763200	15053248.00	15046112.00	47.50	0.13	93.30	true
26	InceptionV3/InceptionV3/Mixed_5b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	72.67	54.00	18.67	5017600	20070912.00	20066752.00	47.90	0.13	92.92	true
27	InceptionV3/InceptionV3/Mixed_5b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1	Add	46.00	29.00	17.00	2508800	10035584.00	10018922.67	46.30	0.13	86.51	true
28	InceptionV3/InceptionV3/Mixed_5b/Branch_2/Conv2d_0a_1x1/Relu	Relu	70.00	53.00	17.00	0	20070560.00	20042410.67	92.60	0.00	0.00	true
29	InceptionV3/InceptionV3/Mixed_5b/Branch_1/Conv2d_0a_1x1/Relu	Relu	56.67	39.67	17.00	0	15052960.00	15020010.67	91.50	0.00	0.00	true
30	InceptionV3/InceptionV3/Mixed_5b/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul	Conv2D	734.67	630.67	104.00	6399946752	221653.33	785973.33	24.66	6351.51	10147.90	false
31	InceptionV3/InceptionV3/Mixed_5b/Branch_1/Conv2d_0b_5x5/BatchNorm/batchnorm/mul	Conv2D	946.33	712.21	234.12	3305271296	216785226.67	161609845.33	30.89	8.73	4640.85	true
32	InceptionV3/InceptionV3/Mixed_5b/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1	Add	104.00	76.67	27.33	7526400	30556640.00	27399754.67	48.40	0.13	98.17	true
33	InceptionV3/InceptionV3/Mixed_5b/Branch_1/Conv2d_0b_5x5/BatchNorm/batchnorm/add_1	Add	74.67	55.00	19.67	5017600	20070912.00	20044533.33	47.80	0.13	91.23	true
34	InceptionV3/InceptionV3/Mixed_5b/Branch_2/Conv2d_0b_3x3/Relu	Relu	95.00	76.67	18.33	0	30106058.67	30098133.33	94.30	0.00	0.00	true
35	InceptionV3/InceptionV3/Mixed_5b/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/mul	Conv2D	972.33	879.00	93.33	9537988608	7083285.33	5195552.00	24.66	776.78	10850.95	false
36	InceptionV3/InceptionV3/Mixed_5b/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/add_1	Add	100.33	75.33	25.00	7526400	30315189.33	27229504.00	48.20	0.13	99.91	true
37	InceptionV3/InceptionV3/Mixed_5b/concat	ConcatV2	278.67	222.54	56.12	0	80284458.67	80430154.67	95.90	0.00	0.00	true
38	InceptionV3/InceptionV3/Mixed_5b/Branch_0/Conv2d_0a_1x1/Relu	Relu	219.67	200.00	19.67	0	80281760.00	80194933.33	97.10	0.00	0.00	true
39	InceptionV3/InceptionV3/Mixed_5c/Branch_3/AvgPool_0a_3x3/AvgPool	AvgPool	726.67	691.00	35.67	470543296	128.00	1290.67	68.80	331679.88	680.96	false
40	InceptionV3/InceptionV3/Mixed_5c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	330.67	241.33	89.33	2581151744	84481258.67	21643797.33	22.85	24.32	10695.39	false
41	InceptionV3/InceptionV3/Mixed_5c/Branch_1/Conv2d_0b_1x1/BatchNorm/batchnorm/mul	Conv2D	317.67	232.67	85.00	2581151744	83949877.33	16494453.33	22.84	25.70	11093.76	false
42	InceptionV3/InceptionV3/Mixed_5c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	321.33	237.00	84.33	2581151744	84524938.67	21845770.67	22.88	24.27	10890.94	false
43	InceptionV3/InceptionV3/Mixed_5c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul	Conv2D	320.67	236.00	84.67	2581151744	84406592.00	22105792.00	22.81	24.23	10937.08	false
44	InceptionV3/InceptionV3/Mixed_5c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	80.00	55.00	25.00	5017600	20100298.67	20181781.33	48.00	0.12	91.23	true
45	InceptionV3/InceptionV3/Mixed_5c/Branch_1/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1	Add	59.33	41.00	18.33	3763200	15053248.00	15065781.33	47.60	0.12	91.79	true
46	InceptionV3/InceptionV3/Mixed_5c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	72.00	53.67	18.33	5017600	20070912.00	20052768.00	47.90	0.13	93.50	true
47	InceptionV3/InceptionV3/Mixed_5c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1	Add	72.00	54.00	18.00	5017600	20070912.00	20101056.00	47.80	0.12	92.92	true
48	InceptionV3/InceptionV3/Mixed_5c/Branch_2/Conv2d_0a_1x1/Relu	Relu	70.00	53.00	17.00	0	20070560.00	20021642.67	93.00	0.00	0.00	true
49	InceptionV3/InceptionV3/Mixed_5c/Branch_1/Conv2d_0b_1x1/Relu	Relu	56.67	39.67	17.00	0	15052960.00	15016906.67	90.80	0.00	0.00	true
50	InceptionV3/InceptionV3/Mixed_5c/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul	Conv2D	727.00	627.33	99.67	6399946752	221610.67	765632.00	24.66	6482.65	10201.83	false
51	InceptionV3/InceptionV3/Mixed_5c/Branch_1/Conv_1_0c_5x5/BatchNorm/batchnorm/mul	Conv2D	911.00	700.06	210.94	3305271296	216566944.00	161475818.66	30.66	8.74	4721.41	true
52	InceptionV3/InceptionV3/Mixed_5c/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1	Add	105.33	78.33	27.00	7526400	30555146.67	27398826.67	48.40	0.13	96.08	true
53	InceptionV3/InceptionV3/Mixed_5c/Branch_1/Conv_1_0c_5x5/BatchNorm/batchnorm/add_1	Add	72.67	53.67	19.00	5017600	20070912.00	20038645.33	48.00	0.13	93.50	true
54	InceptionV3/InceptionV3/Mixed_5c/Branch_2/Conv2d_0b_3x3/Relu	Relu	96.33	76.00	20.33	0	30106272.00	30094954.67	94.50	0.00	0.00	true
55	InceptionV3/InceptionV3/Mixed_5c/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/mul	Conv2D	974.67	877.67	97.00	9537988608	7283520.00	5295861.33	24.66	758.22	10867.43	false
56	InceptionV3/InceptionV3/Mixed_5c/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/add_1	Add	99.67	76.67	23.00	7526400	30316736.00	27239989.33	48.40	0.13	98.17	true
57	InceptionV3/InceptionV3/Mixed_5c/concat	ConcatV2	300.67	234.46	66.21	0	83627306.67	83780757.33	96.00	0.00	0.00	true
58	InceptionV3/InceptionV3/Mixed_5c/Branch_0/Conv2d_0a_1x1/Relu	Relu	245.33	225.00	20.33	0	90316960.00	90222037.33	97.40	0.00	0.00	true
59	InceptionV3/InceptionV3/Mixed_5d/Branch_3/AvgPool_0a_3x3/AvgPool	AvgPool	820.00	784.67	35.33	515967168	3449130.67	9138378.67	68.80	40.99	657.56	false
60	InceptionV3/InceptionV3/Mixed_5d/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	355.33	262.67	92.67	2902540288	94818560.00	21419658.67	22.65	24.97	11050.27	false
61	InceptionV3/InceptionV3/Mixed_5d/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	344.00	257.33	86.67	2902540288	94324309.33	16699701.33	22.70	26.14	11279.32	false
62	InceptionV3/InceptionV3/Mixed_5d/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	346.33	262.33	84.00	2902540288	94386496.00	21614122.67	22.63	25.02	11064.34	false
63	InceptionV3/InceptionV3/Mixed_5d/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul	Conv2D	347.67	260.33	87.33	2902540288	94713333.33	21989173.33	22.75	24.87	11149.29	false
64	InceptionV3/InceptionV3/Mixed_5d/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	79.67	55.00	24.67	5017600	20089984.00	20006048.00	47.80	0.13	91.23	true
65	InceptionV3/InceptionV3/Mixed_5d/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	61.00	41.00	20.00	3763200	15053248.00	15039050.67	47.60	0.13	91.79	true
66	InceptionV3/InceptionV3/Mixed_5d/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	72.33	54.00	18.33	5017600	20070912.00	20080416.00	47.90	0.12	92.92	true
67	InceptionV3/InceptionV3/Mixed_5d/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1	Add	71.00	54.00	17.00	5017600	20070912.00	20061258.67	47.90	0.13	92.92	true
68	InceptionV3/InceptionV3/Mixed_5d/Branch_2/Conv2d_0a_1x1/Relu	Relu	70.00	52.33	17.67	0	20070560.00	20034026.67	92.60	0.00	0.00	true
69	InceptionV3/InceptionV3/Mixed_5d/Branch_1/Conv2d_0a_1x1/Relu	Relu	56.33	39.33	17.00	0	15052960.00	15013290.67	91.50	0.00	0.00	true
70	InceptionV3/InceptionV3/Mixed_5d/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul	Conv2D	724.33	628.33	96.00	6399946752	224512.00	715658.67	24.66	6807.22	10185.60	false
71	InceptionV3/InceptionV3/Mixed_5d/Branch_1/Conv2d_0b_5x5/BatchNorm/batchnorm/mul	Conv2D	905.33	699.64	205.70	3305271296	216650058.67	161579093.34	30.76	8.74	4724.27	true
72	InceptionV3/InceptionV3/Mixed_5d/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1	Add	104.33	78.33	26.00	7526400	30552949.33	27392853.33	48.30	0.13	96.08	true
73	InceptionV3/InceptionV3/Mixed_5d/Branch_1/Conv2d_0b_5x5/BatchNorm/batchnorm/add_1	Add	73.33	54.00	19.33	5017600	20070912.00	20041472.00	47.70	0.13	92.92	true
74	InceptionV3/InceptionV3/Mixed_5d/Branch_2/Conv2d_0b_3x3/Relu	Relu	95.67	76.33	19.33	0	30106186.67	30077696.00	94.60	0.00	0.00	true
75	InceptionV3/InceptionV3/Mixed_5d/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/mul	Conv2D	983.67	878.00	105.67	9537988608	7333952.00	5332298.67	24.66	753.02	10863.31	false
76	InceptionV3/InceptionV3/Mixed_5d/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/add_1	Add	103.00	75.33	27.67	7526400	30317888.00	27245365.33	48.30	0.13	99.91	true
77	InceptionV3/InceptionV3/Mixed_5d/concat	ConcatV2	302.33	233.82	68.52	0	83628416.00	83772288.00	96.20	0.00	0.00	true
78	InceptionV3/InceptionV3/Mixed_5d/Branch_0/Conv2d_0a_1x1/Relu	Relu	246.00	225.67	20.33	0	90316960.00	90207509.33	97.50	0.00	0.00	true
79	InceptionV3/InceptionV3/Mixed_6a/Branch_2/MaxPool_1a_3x3/MaxPool	MaxPool	235.33	198.00	37.33	5326848	90324992.00	28039744.00	62.90	0.05	26.90	true
80	InceptionV3/InceptionV3/Mixed_6a/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	355.67	263.00	92.67	2902540288	94312330.67	20408149.33	22.84	25.30	11036.27	false
81	InceptionV3/InceptionV3/Mixed_6a/Branch_0/Conv2d_1a_1x1/BatchNorm/batchnorm/mul	Conv2D	3214.33	3119.67	94.67	36960829440	62022805.33	25891253.33	25.16	420.42	11847.69	false
82	InceptionV3/InceptionV3/Mixed_6a/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	81.67	55.33	26.33	5017600	20201045.33	19304682.67	47.80	0.13	90.68	true
83	InceptionV3/InceptionV3/Mixed_6a/Branch_0/Conv2d_1a_1x1/BatchNorm/batchnorm/add_1	Add	93.00	74.00	19.00	7102464	28411648.00	28429728.00	48.90	0.12	95.98	true
84	InceptionV3/InceptionV3/Mixed_6a/Branch_1/Conv2d_0a_1x1/Relu	Relu	70.67	52.33	18.33	0	20070560.00	20023274.67	92.80	0.00	0.00	true
85	InceptionV3/InceptionV3/Mixed_6a/Branch_0/Conv2d_1a_1x1/Relu	Relu	89.67	72.33	17.33	0	28410016.00	28394869.33	94.50	0.00	0.00	true
86	InceptionV3/InceptionV3/Mixed_6a/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/mul	Conv2D	723.67	625.67	98.00	6399946752	221610.67	717461.33	24.68	6815.18	10229.00	false
87	InceptionV3/InceptionV3/Mixed_6a/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1	Add	100.33	77.33	23.00	7526400	30337312.00	27279093.33	48.30	0.13	97.32	true
88	InceptionV3/InceptionV3/Mixed_6a/Branch_1/Conv2d_0b_3x3/Relu	Relu	94.33	76.33	18.00	0	30105760.00	30052405.33	94.10	0.00	0.00	true
89	InceptionV3/InceptionV3/Mixed_6a/Branch_1/Conv2d_1a_1x1/BatchNorm/batchnorm/mul	Conv2D	453.00	364.67	88.33	4109926400	50801386.67	8535456.00	22.09	69.26	11270.35	false
90	InceptionV3/InceptionV3/Mixed_6a/Branch_1/Conv2d_1a_1x1/BatchNorm/batchnorm/add_1	Add	40.00	18.00	22.00	1775616	3774869.33	5803029.33	45.30	0.19	98.65	true
91	InceptionV3/InceptionV3/Mixed_6a/Branch_1/Conv2d_1a_1x1/Relu	Relu	32.67	16.33	16.33	0	3959690.67	6083136.00	80.20	0.00	0.00	true
92	InceptionV3/InceptionV3/Mixed_6a/concat	ConcatV2	200.00	160.67	39.33	0	59190901.33	59406869.33	95.80	0.00	0.00	true
93	InceptionV3/InceptionV3/Mixed_6b/Branch_3/AvgPool_0a_3x3/AvgPool	AvgPool	513.00	477.00	36.00	350459136	37591573.33	47232192.00	61.80	4.13	734.72	true
94	InceptionV3/InceptionV3/Mixed_6b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	423.33	330.67	92.67	3653795840	109798442.67	10816714.67	22.10	30.29	11049.77	false
95	InceptionV3/InceptionV3/Mixed_6b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	419.67	329.00	90.67	3653795840	108902293.33	11191477.33	22.15	30.42	11105.76	false
96	InceptionV3/InceptionV3/Mixed_6b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	596.00	484.00	112.00	5480693760	107503861.33	11261301.33	21.14	46.15	11323.75	false
97	InceptionV3/InceptionV3/Mixed_6b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul	Conv2D	595.00	531.67	63.33	5480693760	104830645.33	10411488.00	21.12	47.56	10308.51	false
98	InceptionV3/InceptionV3/Mixed_6b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	51.33	28.00	23.33	2367488	9484064.00	8890282.67	46.80	0.13	84.55	true
99	InceptionV3/InceptionV3/Mixed_6b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	46.00	27.33	18.67	2367488	9470720.00	9460725.33	46.60	0.13	86.62	true
100	InceptionV3/InceptionV3/Mixed_6b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	58.33	39.67	18.67	3551232	14205952.00	14217066.67	47.40	0.12	89.53	true
101	InceptionV3/InceptionV3/Mixed_6b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1	Add	57.00	40.00	17.00	3551232	14205952.00	14189162.67	47.30	0.13	88.78	true
102	InceptionV3/InceptionV3/Mixed_6b/Branch_2/Conv2d_0a_1x1/Relu	Relu	43.00	26.33	16.67	0	9470368.00	9304448.00	89.70	0.00	0.00	true
103	InceptionV3/InceptionV3/Mixed_6b/Branch_1/Conv2d_0a_1x1/Relu	Relu	43.33	26.00	17.33	0	9470112.00	9460117.33	89.90	0.00	0.00	true
104	InceptionV3/InceptionV3/Mixed_6b/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/mul	Conv2D	437.33	313.00	124.33	1969281024	50699648.00	52404746.67	21.14	19.10	6291.61	false
105	InceptionV3/InceptionV3/Mixed_6b/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/mul	Conv2D	438.00	319.00	119.00	1969281024	49611082.67	51431296.00	21.72	19.49	6173.29	false
106	InceptionV3/InceptionV3/Mixed_6b/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/add_1	Add	55.00	29.00	26.00	2367488	9474421.33	9646890.67	47.00	0.12	81.64	true
107	InceptionV3/InceptionV3/Mixed_6b/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/add_1	Add	46.67	27.33	19.33	2367488	9448874.67	9457824.00	46.40	0.13	86.62	true
108	InceptionV3/InceptionV3/Mixed_6b/Branch_2/Conv2d_0b_7x1/Relu	Relu	45.67	26.67	19.00	0	9470858.67	9299018.67	89.60	0.00	0.00	true
109	InceptionV3/InceptionV3/Mixed_6b/Branch_1/Conv2d_0b_1x7/Relu	Relu	42.33	26.00	16.33	0	9470538.67	9485632.00	89.60	0.00	0.00	true
110	InceptionV3/InceptionV3/Mixed_6b/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/mul	Conv2D	422.67	307.33	115.33	1969281024	49531189.33	51654549.33	21.39	19.46	6407.65	false
111	InceptionV3/InceptionV3/Mixed_6b/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/mul	Conv2D	514.67	399.67	115.00	2929132544	62272394.67	69057109.33	21.34	22.30	7328.93	false
112	InceptionV3/InceptionV3/Mixed_6b/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/add_1	Add	54.33	28.00	26.33	2367488	9482997.33	9418634.67	46.50	0.13	84.55	true
113	InceptionV3/InceptionV3/Mixed_6b/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/add_1	Add	58.67	39.00	19.67	3551232	14194368.00	14231765.33	47.50	0.12	91.06	true
114	InceptionV3/InceptionV3/Mixed_6b/Branch_2/Conv2d_0c_1x7/Relu	Relu	44.33	26.67	17.67	0	9470368.00	9320565.33	89.10	0.00	0.00	true
115	InceptionV3/InceptionV3/Mixed_6b/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/mul	Conv2D	412.67	297.33	115.33	1969281024	50091285.33	52419189.33	21.18	19.21	6623.15	false
116	InceptionV3/InceptionV3/Mixed_6b/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/add_1	Add	51.00	23.67	27.33	2367488	6636512.00	8362325.33	46.20	0.16	100.03	true
117	InceptionV3/InceptionV3/Mixed_6b/Branch_2/Conv2d_0d_7x1/Relu	Relu	41.67	24.00	17.67	0	7577845.33	9086336.00	88.30	0.00	0.00	true
118	InceptionV3/InceptionV3/Mixed_6b/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/mul	Conv2D	522.67	407.33	115.33	2929132544	60268885.33	67865066.67	21.33	22.86	7191.00	false
119	InceptionV3/InceptionV3/Mixed_6b/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/add_1	Add	62.33	38.00	24.33	3551232	12477248.00	13906090.67	47.60	0.13	93.45	true
120	InceptionV3/InceptionV3/Mixed_6b/concat	ConcatV2	214.33	160.00	54.33	0	56820608.00	56835658.67	95.30	0.00	0.00	true
121	InceptionV3/InceptionV3/Mixed_6b/Branch_0/Conv2d_0a_1x1/Relu	Relu	163.67	143.00	20.67	0	56820256.00	56722069.33	96.70	0.00	0.00	true
122	InceptionV3/InceptionV3/Mixed_6c/Branch_3/AvgPool_0a_3x3/AvgPool	AvgPool	561.33	526.33	35.00	293930496	26047104.00	32953045.33	62.00	4.98	558.45	true
123	InceptionV3/InceptionV3/Mixed_6c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	651.67	558.00	93.67	5480693760	72082645.33	7079242.67	21.19	69.23	9822.03	false
124	InceptionV3/InceptionV3/Mixed_6c/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	620.67	553.67	67.00	5480693760	85169685.33	7006666.67	21.23	59.46	9898.90	false
125	InceptionV3/InceptionV3/Mixed_6c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	646.67	483.33	163.33	5480693760	44841781.33	4223413.33	21.12	111.70	11339.37	false
126	InceptionV3/InceptionV3/Mixed_6c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul	Conv2D	579.00	555.00	24.00	5480693760	79041760.00	7907509.33	21.12	63.03	9875.12	false
127	InceptionV3/InceptionV3/Mixed_6c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	59.00	33.33	25.67	2959360	11849514.67	11140949.33	47.30	0.13	88.78	true
128	InceptionV3/InceptionV3/Mixed_6c/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	54.00	33.67	20.33	2959360	11838336.00	11844874.67	47.10	0.12	87.90	true
129	InceptionV3/InceptionV3/Mixed_6c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	59.67	39.67	20.00	3551232	14205952.00	14210293.33	47.40	0.12	89.53	true
130	InceptionV3/InceptionV3/Mixed_6c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1	Add	57.67	39.00	18.67	3551232	14205952.00	14197834.67	47.40	0.13	91.06	true
131	InceptionV3/InceptionV3/Mixed_6c/Branch_2/Conv2d_0a_1x1/Relu	Relu	51.00	32.00	19.00	0	11837600.00	11678784.00	91.10	0.00	0.00	true
132	InceptionV3/InceptionV3/Mixed_6c/Branch_1/Conv2d_0a_1x1/Relu	Relu	48.67	31.67	17.00	0	11837600.00	11815552.00	91.60	0.00	0.00	true
133	InceptionV3/InceptionV3/Mixed_6c/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/mul	Conv2D	534.00	412.67	121.33	3040499200	65029514.67	66085877.33	21.56	23.19	7367.92	false
134	InceptionV3/InceptionV3/Mixed_6c/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/mul	Conv2D	544.33	431.67	112.67	3040499200	63491861.33	65178954.67	21.83	23.63	7043.64	false
135	InceptionV3/InceptionV3/Mixed_6c/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/add_1	Add	61.67	36.00	25.67	2959360	11840597.33	12094048.00	47.40	0.12	82.20	true
136	InceptionV3/InceptionV3/Mixed_6c/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/add_1	Add	53.00	34.33	18.67	2959360	11838336.00	11845237.33	47.30	0.12	86.20	true
137	InceptionV3/InceptionV3/Mixed_6c/Branch_2/Conv2d_0b_7x1/Relu	Relu	52.67	32.00	20.67	0	11837856.00	11690901.33	90.70	0.00	0.00	true
138	InceptionV3/InceptionV3/Mixed_6c/Branch_1/Conv2d_0b_1x7/Relu	Relu	48.67	31.33	17.33	0	11837600.00	11840149.33	91.30	0.00	0.00	true
139	InceptionV3/InceptionV3/Mixed_6c/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/mul	Conv2D	540.67	421.33	119.33	3040499200	63446592.00	65227712.00	21.59	23.63	7216.36	false
140	InceptionV3/InceptionV3/Mixed_6c/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/mul	Conv2D	592.33	472.33	120.00	3636204544	71003968.00	74669450.67	21.26	24.96	7698.39	false
141	InceptionV3/InceptionV3/Mixed_6c/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/add_1	Add	62.00	34.33	27.67	2959360	11845088.00	11839253.33	47.50	0.12	86.20	true
142	InceptionV3/InceptionV3/Mixed_6c/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/add_1	Add	59.67	38.67	21.00	3551232	14205952.00	14212213.33	47.40	0.12	91.84	true
143	InceptionV3/InceptionV3/Mixed_6c/Branch_2/Conv2d_0c_1x7/Relu	Relu	50.67	31.67	19.00	0	11837856.00	11686474.67	91.30	0.00	0.00	true
144	InceptionV3/InceptionV3/Mixed_6c/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/mul	Conv2D	528.00	406.67	121.33	3040499200	64922496.00	66105504.00	21.45	23.20	7476.63	false
145	InceptionV3/InceptionV3/Mixed_6c/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/add_1	Add	57.00	31.33	25.67	2959360	9659040.00	11099712.00	47.10	0.14	94.45	true
146	InceptionV3/InceptionV3/Mixed_6c/Branch_2/Conv2d_0d_7x1/Relu	Relu	48.33	30.33	18.00	0	10887712.00	11669226.67	90.60	0.00	0.00	true
147	InceptionV3/InceptionV3/Mixed_6c/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/mul	Conv2D	604.00	482.67	121.33	3636204544	69059008.00	73470666.67	21.54	25.51	7533.58	false
148	InceptionV3/InceptionV3/Mixed_6c/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/add_1	Add	63.00	38.33	24.67	3551232	12442378.67	13861002.67	47.40	0.14	92.64	true
149	InceptionV3/InceptionV3/Mixed_6c/concat	ConcatV2	216.67	159.45	57.21	0	56820352.00	56858346.67	95.30	0.00	0.00	true
150	InceptionV3/InceptionV3/Mixed_6c/Branch_0/Conv2d_0a_1x1/Relu	Relu	162.00	143.00	19.00	0	56820469.33	56709397.33	96.70	0.00	0.00	true
151	InceptionV3/InceptionV3/Mixed_6d/Branch_3/AvgPool_0a_3x3/AvgPool	AvgPool	563.00	528.00	35.00	285007296	21604544.00	27336789.33	62.00	5.82	539.79	true
152	InceptionV3/InceptionV3/Mixed_6d/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	644.00	556.00	88.00	5480693760	90658229.33	8744949.33	21.23	55.14	9857.36	false
153	InceptionV3/InceptionV3/Mixed_6d/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	624.00	482.00	142.00	5480693760	107250890.67	8897525.33	21.23	47.19	11370.73	false
154	InceptionV3/InceptionV3/Mixed_6d/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	623.33	530.00	93.33	5480693760	107360618.67	9857962.67	21.12	46.76	10340.93	false
155	InceptionV3/InceptionV3/Mixed_6d/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul	Conv2D	646.33	482.67	163.67	5480693760	104486005.33	10528682.67	21.17	47.65	11355.02	false
156	InceptionV3/InceptionV3/Mixed_6d/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	58.00	33.67	24.33	2959360	11854037.33	11211082.67	47.20	0.13	87.90	true
157	InceptionV3/InceptionV3/Mixed_6d/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	52.00	33.67	18.33	2959360	11838336.00	11821770.67	47.20	0.13	87.90	true
158	InceptionV3/InceptionV3/Mixed_6d/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	58.00	40.00	18.00	3551232	14205952.00	14205557.33	47.40	0.12	88.78	true
159	InceptionV3/InceptionV3/Mixed_6d/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1	Add	57.33	39.33	18.00	3551232	14205952.00	14218048.00	47.40	0.12	90.29	true
160	InceptionV3/InceptionV3/Mixed_6d/Branch_2/Conv2d_0a_1x1/Relu	Relu	49.00	32.00	17.00	0	11837600.00	11698762.67	90.40	0.00	0.00	true
161	InceptionV3/InceptionV3/Mixed_6d/Branch_1/Conv2d_0a_1x1/Relu	Relu	48.67	31.33	17.33	0	11837600.00	11826709.33	91.30	0.00	0.00	true
162	InceptionV3/InceptionV3/Mixed_6d/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/mul	Conv2D	528.67	414.67	114.00	3040499200	65049877.33	66095381.33	21.50	23.18	7332.39	false
163	InceptionV3/InceptionV3/Mixed_6d/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/mul	Conv2D	543.00	431.67	111.33	3040499200	63557717.33	65177013.33	21.73	23.62	7043.64	false
164	InceptionV3/InceptionV3/Mixed_6d/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/add_1	Add	60.67	34.67	26.00	2959360	11840661.33	12137781.33	47.40	0.12	85.37	true
165	InceptionV3/InceptionV3/Mixed_6d/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/add_1	Add	52.00	33.33	18.67	2959360	11838336.00	11836277.33	47.30	0.13	88.78	true
166	InceptionV3/InceptionV3/Mixed_6d/Branch_2/Conv2d_0b_7x1/Relu	Relu	50.33	32.00	18.33	0	11837856.00	11679733.33	90.80	0.00	0.00	true
167	InceptionV3/InceptionV3/Mixed_6d/Branch_1/Conv2d_0b_1x7/Relu	Relu	47.33	32.00	15.33	0	11837600.00	11840704.00	90.60	0.00	0.00	true
168	InceptionV3/InceptionV3/Mixed_6d/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/mul	Conv2D	532.00	420.33	111.67	3040499200	63570805.33	65256128.00	21.60	23.60	7233.55	false
169	InceptionV3/InceptionV3/Mixed_6d/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/mul	Conv2D	590.00	472.67	117.33	3636204544	71016842.67	74645162.67	21.21	24.96	7692.95	false
170	InceptionV3/InceptionV3/Mixed_6d/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/add_1	Add	60.00	34.67	25.33	2959360	11844778.67	11843370.67	47.50	0.12	85.37	true
171	InceptionV3/InceptionV3/Mixed_6d/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/add_1	Add	58.00	39.67	18.33	3551232	14205952.00	14214293.33	47.40	0.12	89.53	true
172	InceptionV3/InceptionV3/Mixed_6d/Branch_2/Conv2d_0c_1x7/Relu	Relu	50.67	31.67	19.00	0	11837856.00	11689898.67	90.90	0.00	0.00	true
173	InceptionV3/InceptionV3/Mixed_6d/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/mul	Conv2D	523.33	407.00	116.33	3040499200	64982624.00	66122229.33	21.44	23.19	7470.50	false
174	InceptionV3/InceptionV3/Mixed_6d/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/add_1	Add	57.67	31.67	26.00	2959360	9716533.33	11122410.67	47.00	0.14	93.45	true
175	InceptionV3/InceptionV3/Mixed_6d/Branch_2/Conv2d_0d_7x1/Relu	Relu	49.00	30.67	18.33	0	10935157.33	11674368.00	90.70	0.00	0.00	true
176	InceptionV3/InceptionV3/Mixed_6d/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/mul	Conv2D	608.00	485.33	122.67	3636204544	69121930.67	73601856.00	21.51	25.48	7492.18	false
177	InceptionV3/InceptionV3/Mixed_6d/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/add_1	Add	63.67	38.00	25.67	3551232	12459466.67	13897269.33	47.50	0.13	93.45	true
178	InceptionV3/InceptionV3/Mixed_6d/concat	ConcatV2	212.67	158.27	54.40	0	56820352.00	56878304.00	95.20	0.00	0.00	true
179	InceptionV3/InceptionV3/Mixed_6d/Branch_0/Conv2d_0a_1x1/Relu	Relu	162.67	143.00	19.67	0	56820384.00	56702154.67	96.90	0.00	0.00	true
180	InceptionV3/InceptionV3/Mixed_6e/Branch_3/AvgPool_0a_3x3/AvgPool	AvgPool	562.33	528.00	34.33	291120576	26341696.00	33383712.00	61.90	4.87	551.36	true
181	InceptionV3/InceptionV3/Mixed_6e/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	579.67	534.00	45.67	5480693760	103645504.00	10835264.00	21.11	47.87	10263.47	false
182	InceptionV3/InceptionV3/Mixed_6e/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	641.00	531.00	110.00	5480693760	66548160.00	7053354.67	21.13	74.46	10321.46	false
183	InceptionV3/InceptionV3/Mixed_6e/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	642.67	530.33	112.33	5480693760	113615221.33	11366666.67	21.16	43.85	10334.44	false
184	InceptionV3/InceptionV3/Mixed_6e/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul	Conv2D	594.33	482.67	111.67	5480693760	106930346.67	10775338.67	21.16	46.56	11355.02	false
185	InceptionV3/InceptionV3/Mixed_6e/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	65.00	39.67	25.33	3551232	14215296.00	13590794.67	47.50	0.13	89.53	true
186	InceptionV3/InceptionV3/Mixed_6e/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	60.67	39.33	21.33	3551232	14205952.00	14215669.33	47.30	0.12	90.29	true
187	InceptionV3/InceptionV3/Mixed_6e/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	58.00	39.67	18.33	3551232	14205952.00	14206410.67	47.40	0.12	89.53	true
188	InceptionV3/InceptionV3/Mixed_6e/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1	Add	58.67	39.00	19.67	3551232	14205952.00	14201248.00	47.50	0.13	91.06	true
189	InceptionV3/InceptionV3/Mixed_6e/Branch_2/Conv2d_0a_1x1/Relu	Relu	56.67	37.67	19.00	0	14205088.00	14098389.33	91.50	0.00	0.00	true
190	InceptionV3/InceptionV3/Mixed_6e/Branch_1/Conv2d_0a_1x1/Relu	Relu	55.67	37.67	18.00	0	14205088.00	14192032.00	91.40	0.00	0.00	true
191	InceptionV3/InceptionV3/Mixed_6e/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/mul	Conv2D	668.67	549.33	119.33	4343276544	79829589.33	80242848.00	21.59	27.13	7906.44	false
192	InceptionV3/InceptionV3/Mixed_6e/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/mul	Conv2D	678.33	558.00	120.33	4343276544	78019914.67	79180437.33	21.64	27.63	7783.65	false
193	InceptionV3/InceptionV3/Mixed_6e/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/add_1	Add	67.33	40.67	26.67	3551232	14208373.33	14465941.33	47.60	0.12	87.32	true
194	InceptionV3/InceptionV3/Mixed_6e/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/add_1	Add	58.67	39.33	19.33	3551232	14205952.00	14191776.00	47.50	0.13	90.29	true
195	InceptionV3/InceptionV3/Mixed_6e/Branch_2/Conv2d_0b_7x1/Relu	Relu	56.67	38.00	18.67	0	14205344.00	14100181.33	91.30	0.00	0.00	true
196	InceptionV3/InceptionV3/Mixed_6e/Branch_1/Conv2d_0b_1x7/Relu	Relu	54.33	37.67	16.67	0	14205088.00	14190410.67	91.70	0.00	0.00	true
197	InceptionV3/InceptionV3/Mixed_6e/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/mul	Conv2D	669.67	555.67	114.00	4343276544	78009258.67	79408448.00	21.52	27.59	7816.34	false
198	InceptionV3/InceptionV3/Mixed_6e/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/mul	Conv2D	667.67	544.33	123.33	4343276544	79580330.67	80227669.33	21.35	27.18	7979.08	false
199	InceptionV3/InceptionV3/Mixed_6e/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/add_1	Add	67.00	40.33	26.67	3551232	14211082.67	14195797.33	47.50	0.13	88.05	true
200	InceptionV3/InceptionV3/Mixed_6e/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/add_1	Add	58.33	39.33	19.00	3551232	14205952.00	14207861.33	47.50	0.12	90.29	true
201	InceptionV3/InceptionV3/Mixed_6e/Branch_2/Conv2d_0c_1x7/Relu	Relu	56.00	37.67	18.33	0	14205344.00	14063392.00	91.50	0.00	0.00	true
202	InceptionV3/InceptionV3/Mixed_6e/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/mul	Conv2D	666.00	545.33	120.67	4343276544	79724298.67	80252810.67	21.40	27.15	7964.43	false
203	InceptionV3/InceptionV3/Mixed_6e/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/add_1	Add	63.67	38.00	25.67	3551232	12491040.00	13639658.67	47.40	0.14	93.45	true
204	InceptionV3/InceptionV3/Mixed_6e/Branch_2/Conv2d_0d_7x1/Relu	Relu	56.33	37.00	19.33	0	14057674.67	14075072.00	91.00	0.00	0.00	true
205	InceptionV3/InceptionV3/Mixed_6e/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/mul	Conv2D	672.67	555.00	117.67	4343276544	77919765.33	79327125.33	21.59	27.62	7825.72	false
206	InceptionV3/InceptionV3/Mixed_6e/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/add_1	Add	63.67	38.00	25.67	3551232	12494016.00	13821312.00	47.40	0.13	93.45	true
207	InceptionV3/InceptionV3/Mixed_6e/concat	ConcatV2	213.67	158.54	55.12	0	56820352.00	56855082.67	95.20	0.00	0.00	true
208	InceptionV3/InceptionV3/Mixed_6e/Branch_0/Conv2d_0a_1x1/Relu	Relu	162.00	143.00	19.00	0	56820384.00	56709589.33	96.60	0.00	0.00	true
209	InceptionV3/InceptionV3/Mixed_7a/Branch_2/MaxPool_1a_3x3/MaxPool	MaxPool	165.00	130.00	35.00	3145728	56828906.67	17895178.67	71.90	0.04	24.20	true
210	InceptionV3/InceptionV3/Mixed_7a/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	622.33	485.33	137.00	5480693760	85933365.33	8193941.33	21.13	58.23	11292.62	false
211	InceptionV3/InceptionV3/Mixed_7a/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	646.00	483.33	162.67	5480693760	46492554.67	5051125.33	21.16	106.33	11339.37	false
212	InceptionV3/InceptionV3/Mixed_7a/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	64.00	39.67	24.33	3551232	14215776.00	13397866.67	47.60	0.13	89.53	true
213	InceptionV3/InceptionV3/Mixed_7a/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	58.33	40.00	18.33	3551232	14205952.00	14223477.33	47.40	0.12	88.78	true
214	InceptionV3/InceptionV3/Mixed_7a/Branch_1/Conv2d_0a_1x1/Relu	Relu	57.00	37.67	19.33	0	14205088.00	14082410.67	91.70	0.00	0.00	true
215	InceptionV3/InceptionV3/Mixed_7a/Branch_0/Conv2d_0a_1x1/Relu	Relu	53.67	37.67	16.00	0	14205088.00	14197205.33	91.70	0.00	0.00	true
216	InceptionV3/InceptionV3/Mixed_7a/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/mul	Conv2D	680.67	557.00	123.67	4343276544	78057632.00	79311082.67	21.55	27.60	7797.62	false
217	InceptionV3/InceptionV3/Mixed_7a/Branch_0/Conv2d_1a_3x3/BatchNorm/batchnorm/mul	Conv2D	467.33	375.00	92.33	4532469760	18236394.67	7839445.33	13.87	173.82	12086.59	false
218	InceptionV3/InceptionV3/Mixed_7a/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/add_1	Add	65.00	39.00	26.00	3551232	14206890.67	14183786.67	47.40	0.13	91.06	true
219	InceptionV3/InceptionV3/Mixed_7a/Branch_0/Conv2d_1a_3x3/BatchNorm/batchnorm/add_1	Add	35.00	17.33	17.67	1310720	5244394.67	5223989.33	43.70	0.13	75.62	true
220	InceptionV3/InceptionV3/Mixed_7a/Branch_1/Conv2d_0b_1x7/Relu	Relu	55.00	38.33	16.67	0	14205301.33	14090197.33	91.60	0.00	0.00	true
221	InceptionV3/InceptionV3/Mixed_7a/Branch_0/Conv2d_1a_3x3/Relu	Relu	31.67	16.00	15.67	0	5243040.00	5132618.67	82.80	0.00	0.00	true
222	InceptionV3/InceptionV3/Mixed_7a/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/mul	Conv2D	660.67	548.33	112.33	4343276544	79704277.33	80432480.00	21.64	27.12	7920.87	false
223	InceptionV3/InceptionV3/Mixed_7a/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/add_1	Add	62.67	38.00	24.67	3551232	12558944.00	13630058.67	47.40	0.14	93.45	true
224	InceptionV3/InceptionV3/Mixed_7a/Branch_1/Conv2d_0c_7x1/Relu	Relu	55.33	37.00	18.33	0	14004682.67	14082506.67	91.70	0.00	0.00	true
225	InceptionV3/InceptionV3/Mixed_7a/Branch_1/Conv2d_1a_3x3/BatchNorm/batchnorm/mul	Conv2D	459.00	369.00	90.00	2719481856	25359562.67	6510048.00	9.32	85.33	7369.89	false
226	InceptionV3/InceptionV3/Mixed_7a/Branch_1/Conv2d_1a_3x3/BatchNorm/batchnorm/add_1	Add	30.67	9.00	21.67	786432	1937728.00	287701.33	44.80	0.35	87.38	true
227	InceptionV3/InceptionV3/Mixed_7a/Branch_1/Conv2d_1a_3x3/Relu	Relu	23.00	6.00	17.00	0	96.00	934016.00	75.30	0.00	0.00	true
228	InceptionV3/InceptionV3/Mixed_7a/concat	ConcatV2	105.67	60.11	45.56	0	19220992.00	18918613.33	92.00	0.00	0.00	true
229	InceptionV3/InceptionV3/Mixed_7b/Branch_3/AvgPool_0a_3x3/AvgPool	AvgPool	222.67	188.33	34.33	101816000	20980448.00	26059488.00	68.60	2.16	540.62	true
230	InceptionV3/InceptionV3/Mixed_7b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	504.00	411.00	93.00	4701290496	46482314.67	9626325.33	18.41	83.79	11438.66	false
231	InceptionV3/InceptionV3/Mixed_7b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	496.67	410.33	86.33	4029677568	46521162.67	8686282.67	16.35	72.99	9820.51	false
232	InceptionV3/InceptionV3/Mixed_7b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	375.33	282.00	93.33	3358064640	23828170.67	6489301.33	13.90	110.76	11908.03	false
233	InceptionV3/InceptionV3/Mixed_7b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul	Conv2D	370.00	278.67	91.33	2014838784	38285002.67	6124693.33	9.42	45.37	7230.27	false
234	InceptionV3/InceptionV3/Mixed_7b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	44.00	21.00	23.00	1835008	7342250.67	5323061.33	46.00	0.14	87.38	true
235	InceptionV3/InceptionV3/Mixed_7b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	39.33	20.00	19.33	1572864	6293184.00	6297109.33	46.20	0.12	78.64	true
236	InceptionV3/InceptionV3/Mixed_7b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	37.33	17.33	20.00	1310720	5244352.00	5206133.33	43.60	0.13	75.62	true
237	InceptionV3/InceptionV3/Mixed_7b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1	Add	29.33	12.33	17.00	786432	3146688.00	3180501.33	45.60	0.12	63.77	true
238	InceptionV3/InceptionV3/Mixed_7b/Branch_2/Conv2d_0a_1x1/Relu	Relu	38.67	21.00	17.67	0	7340192.00	7168832.00	86.90	0.00	0.00	true
239	InceptionV3/InceptionV3/Mixed_7b/Branch_1/Conv2d_0a_1x1/Relu	Relu	34.67	18.00	16.67	0	6291594.67	6281973.33	85.40	0.00	0.00	true
240	InceptionV3/InceptionV3/Mixed_7b/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul	Conv2D	1164.33	1066.33	98.00	11757699072	25309301.33	18503893.33	25.81	268.36	11026.29	false
241	InceptionV3/InceptionV3/Mixed_7b/Branch_1/Conv2d_0b_3x1/BatchNorm/batchnorm/mul	Conv2D	475.00	384.67	90.33	3627024384	10233536.00	5716213.33	16.20	227.40	9429.00	false
242	InceptionV3/InceptionV3/Mixed_7b/Branch_1/Conv2d_0b_1x3/BatchNorm/batchnorm/mul	Conv2D	469.00	379.00	90.00	3627024384	10110442.67	8119957.33	16.24	198.95	9569.99	false
243	InceptionV3/InceptionV3/Mixed_7b/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1	Add	46.67	20.00	26.67	1572864	6294272.00	6212554.67	46.10	0.13	78.64	true
244	InceptionV3/InceptionV3/Mixed_7b/Branch_1/Conv2d_0b_3x1/BatchNorm/batchnorm/add_1	Add	38.67	20.00	18.67	1572864	6293184.00	6286325.33	45.90	0.13	78.64	true
245	InceptionV3/InceptionV3/Mixed_7b/Branch_1/Conv2d_0b_1x3/BatchNorm/batchnorm/add_1	Add	37.33	20.00	17.33	1572864	6293248.00	6291957.33	45.70	0.12	78.64	true
246	InceptionV3/InceptionV3/Mixed_7b/Branch_2/Conv2d_0b_3x3/Relu	Relu	36.67	18.00	18.67	0	6291808.00	6094805.33	85.90	0.00	0.00	true
247	InceptionV3/InceptionV3/Mixed_7b/Branch_2/Conv2d_0d_3x1/BatchNorm/batchnorm/mul	Conv2D	467.33	380.00	87.33	3627024384	9324885.33	8339040.00	16.30	205.34	9544.80	false
248	InceptionV3/InceptionV3/Mixed_7b/Branch_2/Conv2d_0c_1x3/BatchNorm/batchnorm/mul	Conv2D	470.00	380.67	89.33	3627024384	10097173.33	8011381.33	16.31	200.29	9528.08	false
249	InceptionV3/InceptionV3/Mixed_7b/Branch_2/Conv2d_0d_3x1/BatchNorm/batchnorm/add_1	Add	43.33	19.67	23.67	1572864	6293248.00	6251466.67	46.30	0.13	79.97	true
250	InceptionV3/InceptionV3/Mixed_7b/Branch_2/Conv2d_0c_1x3/BatchNorm/batchnorm/add_1	Add	37.67	20.33	17.33	1572864	6284096.00	6282229.33	45.90	0.13	77.36	true
251	InceptionV3/InceptionV3/Mixed_7b/concat	ConcatV2	181.67	114.87	66.80	0	36351914.66	36365056.00	93.60	0.00	0.00	true
252	InceptionV3/InceptionV3/Mixed_7b/Branch_0/Conv2d_0a_1x1/Relu	Relu	105.00	84.67	20.33	0	33338570.67	33390624.00	95.10	0.00	0.00	true
253	InceptionV3/InceptionV3/Mixed_7c/Branch_3/AvgPool_0a_3x3/AvgPool	AvgPool	349.33	314.00	35.33	126378752	33556501.33	41492074.67	70.30	1.68	402.48	true
254	InceptionV3/InceptionV3/Mixed_7c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	735.00	644.33	90.67	7519862784	3670368.00	4326133.33	18.80	940.39	11670.77	false
255	InceptionV3/InceptionV3/Mixed_7c/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	728.67	639.67	89.00	6445596672	3538890.67	3498122.67	16.58	915.96	10076.49	false
256	InceptionV3/InceptionV3/Mixed_7c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	523.33	436.00	87.33	5371330560	36798453.33	7183466.67	13.86	122.13	12319.57	false
257	InceptionV3/InceptionV3/Mixed_7c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul	Conv2D	521.67	430.67	91.00	3222798336	60384160.00	6509973.33	9.20	48.18	7483.27	false
258	InceptionV3/InceptionV3/Mixed_7c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	47.67	21.00	26.67	1835008	7342080.00	5215349.33	45.90	0.15	87.38	true
259	InceptionV3/InceptionV3/Mixed_7c/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	39.67	20.33	19.33	1572864	6293184.00	6295530.67	46.30	0.12	77.36	true
260	InceptionV3/InceptionV3/Mixed_7c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	36.33	17.67	18.67	1310720	5244394.67	5231680.00	43.70	0.13	74.19	true
261	InceptionV3/InceptionV3/Mixed_7c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1	Add	29.33	12.33	17.00	786432	3146688.00	3178922.67	45.90	0.12	63.77	true
262	InceptionV3/InceptionV3/Mixed_7c/Branch_2/Conv2d_0a_1x1/Relu	Relu	38.67	21.00	17.67	0	7340192.00	7157920.00	86.30	0.00	0.00	true
263	InceptionV3/InceptionV3/Mixed_7c/Branch_1/Conv2d_0a_1x1/Relu	Relu	36.00	18.67	17.33	0	6291616.00	6257728.00	85.30	0.00	0.00	true
264	InceptionV3/InceptionV3/Mixed_7c/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul	Conv2D	1159.00	1060.33	98.67	11757699072	22518026.67	18614133.33	25.91	285.85	11088.67	false
265	InceptionV3/InceptionV3/Mixed_7c/Branch_1/Conv2d_0c_3x1/BatchNorm/batchnorm/mul	Conv2D	471.33	379.67	91.67	3627024384	10227477.33	5802880.00	16.17	226.26	9553.17	false
266	InceptionV3/InceptionV3/Mixed_7c/Branch_1/Conv2d_0b_1x3/BatchNorm/batchnorm/mul	Conv2D	470.33	379.33	91.00	3627024384	10030101.33	8051882.67	16.27	200.59	9561.58	false
267	InceptionV3/InceptionV3/Mixed_7c/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1	Add	45.33	20.67	24.67	1572864	6293760.00	6262133.33	46.10	0.13	76.11	true
268	InceptionV3/InceptionV3/Mixed_7c/Branch_1/Conv2d_0c_3x1/BatchNorm/batchnorm/add_1	Add	40.33	20.00	20.33	1572864	6293184.00	6282730.67	45.70	0.13	78.64	true
269	InceptionV3/InceptionV3/Mixed_7c/Branch_1/Conv2d_0b_1x3/BatchNorm/batchnorm/add_1	Add	38.67	20.00	18.67	1572864	6293248.00	6285728.00	45.90	0.13	78.64	true
270	InceptionV3/InceptionV3/Mixed_7c/Branch_2/Conv2d_0b_3x3/Relu	Relu	35.33	18.00	17.33	0	6291552.00	6097354.67	86.20	0.00	0.00	true
271	InceptionV3/InceptionV3/Mixed_7c/Branch_2/Conv2d_0d_3x1/BatchNorm/batchnorm/mul	Conv2D	467.67	379.00	88.67	3627024384	9462933.33	8375584.00	16.25	203.33	9569.99	false
272	InceptionV3/InceptionV3/Mixed_7c/Branch_2/Conv2d_0c_1x3/BatchNorm/batchnorm/mul	Conv2D	465.67	379.67	86.00	3627024384	10257130.67	8013290.67	16.23	198.52	9553.20	false
273	InceptionV3/InceptionV3/Mixed_7c/Branch_2/Conv2d_0d_3x1/BatchNorm/batchnorm/add_1	Add	43.67	20.00	23.67	1572864	6293248.00	6214517.33	45.90	0.13	78.64	true
274	InceptionV3/InceptionV3/Mixed_7c/Branch_2/Conv2d_0c_1x3/BatchNorm/batchnorm/add_1	Add	38.67	20.33	18.33	1572864	6292928.00	6296309.33	46.00	0.12	77.36	true
275	InceptionV3/InceptionV3/Mixed_7c/concat	ConcatV2	179.00	115.20	63.80	0	36351402.67	36385429.33	93.30	0.00	0.00	true
276	InceptionV3/InceptionV3/Mixed_7c/Branch_0/Conv2d_0a_1x1/Relu	Relu	105.33	84.00	21.33	0	33243424.00	33306976.00	95.40	0.00	0.00	true
277	InceptionV3/Logits/AvgPool_1a_8x8/AvgPool	AvgPool	103.33	68.67	34.67	11394624	41931925.33	3568021.33	70.70	0.25	165.94	true
278	InceptionV3/Logits/Conv2d_1c_1x1/convolution	Conv2D	337.67	242.67	95.00	268499520	15615936.00	8326666.67	11.61	11.21	1106.45	true
279	InceptionV3/Logits/Conv2d_1c_1x1/BiasAdd	BiasAdd	30.33	5.00	25.33	64064	6016.00	768.00	43.40	9.44	12.81	true
280	InceptionV3/Logits/Conv2d_1c_1x1/BiasAdd-0-0-TransposeNCHWToNHWC-LayoutOptimizer	Transpose	8.33	0.00	8.33	0	0.00	0.00	0.00	0.00	0.00	true
281	InceptionV3/Logits/SpatialSqueeze	Squeeze	11.67	0.00	11.67	0	0.00	0.00	0.00	0.00	0.00	true
282	InceptionV3/Predictions/Shape	Shape	10.67	0.00	10.67	0	0.00	0.00	0.00	0.00	0.00	true
283	InceptionV3/Predictions/Softmax	Softmax	66.67	19.67	47.00	2183424	13248.00	896.00	12.12	154.37	111.03	false
284	InceptionV3/Predictions/Reshape_1	Reshape	9.00	0.00	9.00	0	0.00	0.00	0.00	0.00	0.00	true

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