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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	resnetv14_batchnorm0_fwd	BatchNorm	61043.67	2109.33	58934.33	1241513984	141400480.00	562923242.67	95.40	1.76	588.58	true
2	resnetv14_relu0_fwd	Activation	42786.33	2289.00	40497.33	411041792	138952085.33	560568170.67	99.90	0.59	179.57	true
3	resnetv14_pool0_fwd	Pooling	649078.00	1669.00	647409.00	51380224	177005525.33	137962282.67	72.30	0.16	30.79	true
4	resnetv14_stage1_conv0_fwd	Convolution	486741.33	1159.00	485582.33	6936330240	58878634.67	57663477.33	60.41	59.52	5984.75	false
5	resnetv14_stage1_batchnorm0_fwd	BatchNorm	14815.67	515.00	14300.67	316669952	95272096.00	96361056.00	87.20	1.65	614.89	true
6	resnetv14_stage1_relu0_fwd	Activation	10697.00	541.67	10155.33	102760448	70648181.33	69561173.33	98.70	0.73	189.71	true
7	resnetv14_stage1_conv1_fwd	Convolution	3960727.33	2971.33	3957756.00	31855976448	76099370.67	143505130.67	24.76	145.06	10721.11	false
8	resnetv14_stage1_batchnorm1_fwd	BatchNorm	14626.67	514.67	14112.00	316669952	93132234.67	89965056.00	87.30	1.73	615.29	true
9	resnetv14_stage1_relu1_fwd	Activation	10859.33	542.33	10317.00	102760448	66366400.00	65274773.33	98.70	0.78	189.48	true
10	resnetv14_stage1_conv2_fwd	Convolution	1623732.67	4669.00	1619063.67	27745320960	263800341.33	1094461216.00	62.99	20.43	5942.45	false
11	resnetv14_stage1_batchnorm2_fwd	BatchNorm	58241.00	2044.33	56196.67	1266679808	145703989.33	578662720.00	87.40	1.75	619.61	true
12	resnetv14_stage1_conv3_fwd	Convolution	1593463.00	2296.67	1591166.33	26717716480	129632693.33	538168992.00	24.78	40.01	11633.26	false
13	resnetv14_stage1_batchnorm3_fwd	BatchNorm	58302.67	2041.33	56261.33	1266679808	147419413.33	580634880.00	87.40	1.74	620.52	true
14	add_resnetv14_stage1_activation0	add_relu	64597.33	3032.00	61565.33	205520896	196955925.33	491818272.00	97.50	0.30	67.78	true
15	resnetv14_stage1_conv4_fwd	Convolution	1692133.33	2630.33	1689503.00	26666336256	183247189.33	181147584.00	40.61	73.18	10138.01	false
16	resnetv14_stage1_batchnorm4_fwd	BatchNorm	14746.00	515.00	14231.00	316669952	90988362.67	91016714.67	87.20	1.74	614.89	true
17	resnetv14_stage1_relu2_fwd	Activation	10839.33	541.33	10298.00	102760448	65296074.67	65270805.33	98.70	0.79	189.83	true
18	resnetv14_stage1_conv5_fwd	Convolution	3958215.67	2966.67	3955249.00	31855976448	78031829.33	145300586.67	24.77	142.64	10737.97	false
19	resnetv14_stage1_batchnorm5_fwd	BatchNorm	14515.33	514.33	14001.00	316669952	94197301.33	91018773.33	87.30	1.71	615.69	true
20	resnetv14_stage1_relu3_fwd	Activation	10828.67	539.67	10289.00	102760448	62085514.67	64207893.33	98.70	0.81	190.41	true
21	resnetv14_stage1_conv6_fwd	Convolution	1616815.00	4660.67	1612154.33	27745320960	263771509.33	1094481781.33	62.90	20.43	5953.08	false
22	resnetv14_stage1_batchnorm6_fwd	BatchNorm	58186.00	2041.33	56144.67	1266679808	145130880.00	579083882.67	87.40	1.75	620.52	true
23	add_resnetv14_stage1_activation1	add_relu	64390.67	3028.67	61362.00	205520896	196437013.33	491090026.67	97.50	0.30	67.86	true
24	resnetv14_stage1_conv7_fwd	Convolution	1686956.33	2642.33	1684314.00	26666336256	185173333.33	182068725.33	40.54	72.61	10091.96	false
25	resnetv14_stage1_batchnorm7_fwd	BatchNorm	14832.67	515.00	14317.67	316669952	92061642.67	89944330.67	87.30	1.74	614.89	true
26	resnetv14_stage1_relu4_fwd	Activation	10817.67	539.00	10278.67	102760448	73859466.67	72770570.67	98.80	0.70	190.65	true
27	resnetv14_stage1_conv8_fwd	Convolution	3963151.33	2960.33	3960191.00	31855976448	76279242.67	144303221.33	24.77	144.42	10760.94	false
28	resnetv14_stage1_batchnorm8_fwd	BatchNorm	14530.67	515.33	14015.33	316669952	98481482.67	98433077.33	87.20	1.61	614.50	true
29	resnetv14_stage1_relu5_fwd	Activation	10718.33	540.67	10177.67	102760448	78141280.00	78120128.00	98.70	0.66	190.06	true
30	resnetv14_stage1_conv9_fwd	Convolution	1627169.33	4655.33	1622514.00	27745320960	267346464.00	1099886965.33	62.84	20.29	5959.90	false
31	resnetv14_stage1_batchnorm9_fwd	BatchNorm	58380.33	2062.00	56318.33	1266679808	143508725.33	575199264.00	87.40	1.76	614.30	true
32	add_resnetv14_stage1_activation2	add_relu	64551.67	3029.67	61522.00	205520896	195873632.00	492842581.33	97.50	0.30	67.84	true
33	resnetv14_stage2_conv0_fwd	Convolution	862039.33	1418.33	860621.00	13333168128	188027658.67	140084768.00	39.20	40.64	9400.59	false
34	resnetv14_stage2_batchnorm0_fwd	BatchNorm	7401.33	260.67	7140.67	162529280	102763445.33	102987253.33	83.50	0.79	623.51	true
35	resnetv14_stage2_relu0_fwd	Activation	5436.00	269.00	5167.00	51380224	102761824.00	102535338.67	97.50	0.25	191.00	true
36	resnetv14_stage2_conv1_fwd	Convolution	3554311.00	1990.00	3552321.00	15874392064	292070922.67	385067808.00	29.58	23.44	7977.09	false
37	resnetv14_stage2_batchnorm1_fwd	BatchNorm	7290.67	261.00	7029.67	162529280	102765365.33	103013301.33	83.50	0.79	622.72	true
38	resnetv14_stage2_relu1_fwd	Activation	5470.33	270.33	5200.00	51380224	102761312.00	102529130.67	97.50	0.25	190.06	true
39	resnetv14_stage2_conv2_fwd	Convolution	1499460.00	3255.33	1496204.67	27025997824	217589514.67	431506293.33	50.60	41.64	8302.07	false
40	resnetv14_stage2_batchnorm2_fwd	BatchNorm	28773.33	1036.33	27737.00	650117120	62711082.67	125894954.67	84.60	3.45	627.32	true
41	resnetv14_stage2_conv3_fwd	Convolution	2917726.33	4348.00	2913378.33	52818870272	157363104.00	169243061.33	16.29	161.72	12147.85	false
42	resnetv14_stage2_batchnorm3_fwd	BatchNorm	28895.67	1035.67	27860.00	650117120	60770656.00	121962208.00	84.60	3.56	627.73	true
43	add_resnetv14_stage2_activation0	add_relu	32103.00	1479.00	30624.00	102760448	201748757.33	209974240.00	96.50	0.25	69.48	true
44	resnetv14_stage2_conv4_fwd	Convolution	1565779.00	2401.67	1563377.33	26486505472	247425173.33	169153568.00	33.37	63.58	11028.38	false
45	resnetv14_stage2_batchnorm4_fwd	BatchNorm	7510.00	260.00	7250.00	162529280	102763360.00	102980693.33	83.50	0.79	625.11	true
46	resnetv14_stage2_relu2_fwd	Activation	5414.33	269.33	5145.00	51380224	102761056.00	102538794.67	97.50	0.25	190.77	true
47	resnetv14_stage2_conv5_fwd	Convolution	3555640.33	1972.67	3553667.67	15874392064	287563680.00	378395936.00	29.39	23.84	8047.17	false
48	resnetv14_stage2_batchnorm5_fwd	BatchNorm	7301.33	261.00	7040.33	162529280	102764810.67	103011840.00	83.50	0.79	622.72	true
49	resnetv14_stage2_relu3_fwd	Activation	5567.33	269.67	5297.67	51380224	102761056.00	102536960.00	97.50	0.25	190.53	true
50	resnetv14_stage2_conv6_fwd	Convolution	1503174.00	3259.00	1499915.00	27025997824	215170826.67	430294528.00	50.65	41.87	8292.73	false
51	resnetv14_stage2_batchnorm6_fwd	BatchNorm	29001.00	1037.00	27964.00	650117120	62376853.33	125193898.67	84.60	3.47	626.92	true
52	add_resnetv14_stage2_activation1	add_relu	32560.67	1478.67	31082.00	102760448	200660085.33	210107658.67	96.50	0.25	69.50	true
53	resnetv14_stage2_conv7_fwd	Convolution	1561919.67	2399.00	1559520.67	26486505472	245344426.67	168554784.00	33.35	63.99	11040.64	false
54	resnetv14_stage2_batchnorm7_fwd	BatchNorm	7391.67	261.00	7130.67	162529280	102762976.00	102987648.00	83.50	0.79	622.72	true
55	resnetv14_stage2_relu4_fwd	Activation	5464.33	269.33	5195.00	51380224	102760800.00	102533685.33	97.50	0.25	190.77	true
56	resnetv14_stage2_conv8_fwd	Convolution	3559260.67	1971.00	3557289.67	15874392064	293695776.00	386826250.67	29.23	23.33	8053.98	false
57	resnetv14_stage2_batchnorm8_fwd	BatchNorm	7358.00	261.00	7097.00	162529280	102764170.67	103012085.33	83.60	0.79	622.72	true
58	resnetv14_stage2_relu5_fwd	Activation	5552.33	269.00	5283.33	51380224	102761056.00	102533504.00	97.50	0.25	191.00	true
59	resnetv14_stage2_conv9_fwd	Convolution	1501373.00	3255.67	1498117.33	27025997824	216273504.00	426922229.33	50.65	42.02	8301.22	false
60	resnetv14_stage2_batchnorm9_fwd	BatchNorm	28955.67	1036.00	27919.67	650117120	60064874.67	120587317.33	84.60	3.60	627.53	true
61	add_resnetv14_stage2_activation2	add_relu	32129.00	1479.00	30650.00	102760448	202938592.00	209880501.33	96.50	0.25	69.48	true
62	resnetv14_stage2_conv10_fwd	Convolution	1567240.67	2400.67	1564840.00	26486505472	248125813.33	169446421.33	33.35	63.43	11032.98	false
63	resnetv14_stage2_batchnorm10_fwd	BatchNorm	7404.00	260.67	7143.33	162529280	102762890.67	102980800.00	83.50	0.79	623.51	true
64	resnetv14_stage2_relu6_fwd	Activation	5409.67	270.33	5139.33	51380224	102760800.00	102532288.00	97.50	0.25	190.06	true
65	resnetv14_stage2_conv11_fwd	Convolution	3557187.00	1973.00	3555214.00	15874392064	294604106.67	388076384.00	29.25	23.25	8045.81	false
66	resnetv14_stage2_batchnorm11_fwd	BatchNorm	7304.33	261.00	7043.33	162529280	102764554.67	103013813.33	83.50	0.79	622.72	true
67	resnetv14_stage2_relu7_fwd	Activation	5440.67	268.00	5172.67	51380224	102761056.00	102536832.00	97.50	0.25	191.72	true
68	resnetv14_stage2_conv12_fwd	Convolution	1498368.33	3252.33	1495116.00	27025997824	213864768.00	423502933.33	50.65	42.40	8309.72	false
69	resnetv14_stage2_batchnorm12_fwd	BatchNorm	29045.67	1036.67	28009.00	650117120	62413237.33	125285610.67	84.60	3.46	627.12	true
70	add_resnetv14_stage2_activation3	add_relu	32831.33	1477.67	31353.67	102760448	200386048.00	210929888.00	96.50	0.25	69.54	true
71	resnetv14_stage2_conv13_fwd	Convolution	1562110.00	2397.67	1559712.33	26486505472	248361290.67	169584864.00	33.32	63.37	11046.78	false
72	resnetv14_stage2_batchnorm13_fwd	BatchNorm	7396.67	261.00	7135.67	162529280	102763104.00	102987360.00	83.50	0.79	622.72	true
73	resnetv14_stage2_relu8_fwd	Activation	5456.33	270.00	5186.33	51380224	102760800.00	102533696.00	97.50	0.25	190.30	true
74	resnetv14_stage2_conv14_fwd	Convolution	3559210.00	1972.33	3557237.67	15874392064	288610826.67	380556490.67	29.30	23.72	8048.54	false
75	resnetv14_stage2_batchnorm14_fwd	BatchNorm	7308.33	261.00	7047.33	162529280	102765066.67	103012565.33	83.50	0.79	622.72	true
76	resnetv14_stage2_relu9_fwd	Activation	5477.00	269.33	5207.67	51380224	102761056.00	102536213.33	97.50	0.25	190.77	true
77	resnetv14_stage2_conv15_fwd	Convolution	1501747.00	3255.67	1498491.33	27025997824	215062912.00	429911936.00	50.60	41.90	8301.22	false
78	resnetv14_stage2_batchnorm15_fwd	BatchNorm	28725.67	1036.00	27689.67	650117120	58548085.33	117559061.33	84.60	3.69	627.53	true
79	add_resnetv14_stage2_activation4	add_relu	32358.67	1478.67	30880.00	102760448	199747328.00	207838624.00	96.50	0.25	69.50	true
80	resnetv14_stage2_conv16_fwd	Convolution	1561631.67	2400.33	1559231.33	26486505472	246661109.33	168989952.00	33.34	63.72	11034.51	false
81	resnetv14_stage2_batchnorm16_fwd	BatchNorm	7403.67	260.33	7143.33	162529280	102763189.33	102982752.00	83.50	0.79	624.31	true
82	resnetv14_stage2_relu10_fwd	Activation	5402.33	270.67	5131.67	51380224	102760800.00	102539221.33	97.50	0.25	189.83	true
83	resnetv14_stage2_conv17_fwd	Convolution	3554088.00	1970.00	3552118.00	15874392064	292930506.67	385505237.33	29.33	23.40	8058.07	false
84	resnetv14_stage2_batchnorm17_fwd	BatchNorm	7305.33	261.00	7044.33	162529280	102764810.67	103014421.33	83.50	0.79	622.72	true
85	resnetv14_stage2_relu11_fwd	Activation	5622.67	271.00	5351.67	51380224	102761056.00	102535658.67	97.60	0.25	189.59	true
86	resnetv14_stage2_conv18_fwd	Convolution	1494549.33	3250.33	1491299.00	27025997824	218921493.33	433969834.67	50.62	41.39	8314.84	false
87	resnetv14_stage2_batchnorm18_fwd	BatchNorm	28986.00	1036.33	27949.67	650117120	61902976.00	124263669.33	84.60	3.49	627.32	true
88	add_resnetv14_stage2_activation5	add_relu	32183.33	1478.33	30705.00	102760448	200694634.67	210388661.33	96.50	0.25	69.51	true
89	resnetv14_stage2_conv19_fwd	Convolution	1559460.33	2396.00	1557064.33	26486505472	244679957.33	168560842.67	33.37	64.09	11054.47	false
90	resnetv14_stage2_batchnorm19_fwd	BatchNorm	7432.33	261.00	7171.33	162529280	102763018.67	102988714.67	83.50	0.79	622.72	true
91	resnetv14_stage2_relu12_fwd	Activation	5449.33	269.33	5180.00	51380224	102760800.00	102528426.67	97.50	0.25	190.77	true
92	resnetv14_stage2_conv20_fwd	Convolution	3554556.33	1973.67	3552582.67	15874392064	293260757.33	386540736.00	29.40	23.35	8043.10	false
93	resnetv14_stage2_batchnorm20_fwd	BatchNorm	7235.67	261.00	6974.67	162529280	102764384.00	103012000.00	83.50	0.79	622.72	true
94	resnetv14_stage2_relu13_fwd	Activation	5461.33	270.00	5191.33	51380224	102761056.00	102534165.33	97.50	0.25	190.30	true
95	resnetv14_stage2_conv21_fwd	Convolution	1498785.67	3255.33	1495530.33	27025997824	212397088.00	419932746.67	50.63	42.74	8302.07	false
96	resnetv14_stage2_batchnorm21_fwd	BatchNorm	28657.00	1036.67	27620.33	650117120	61883509.33	124206496.00	84.60	3.49	627.12	true
97	add_resnetv14_stage2_activation6	add_relu	32343.00	1479.33	30863.67	102760448	203187840.00	210634944.00	96.50	0.25	69.46	true
98	resnetv14_stage2_conv22_fwd	Convolution	1562880.67	2401.67	1560479.00	26486505472	244659285.33	168754410.67	33.34	64.07	11028.38	false
99	resnetv14_stage2_batchnorm22_fwd	BatchNorm	7428.00	261.00	7167.00	162529280	102763189.33	102987125.33	83.50	0.79	622.72	true
100	resnetv14_stage2_relu14_fwd	Activation	5412.33	269.33	5143.00	51380224	102760800.00	102533589.33	97.50	0.25	190.77	true
101	resnetv14_stage2_conv23_fwd	Convolution	3549778.33	1969.33	3547809.00	15874392064	294517728.00	387774986.67	29.28	23.27	8060.79	false
102	resnetv14_stage2_batchnorm23_fwd	BatchNorm	7309.67	260.67	7049.00	162529280	102765024.00	103012373.33	83.50	0.79	623.51	true
103	resnetv14_stage2_relu15_fwd	Activation	5399.00	269.67	5129.33	51380224	102761653.33	102537152.00	97.50	0.25	190.53	true
104	resnetv14_stage2_conv24_fwd	Convolution	1498496.00	3257.00	1495239.00	27025997824	213390144.00	421460970.67	50.67	42.57	8297.82	false
105	resnetv14_stage2_batchnorm24_fwd	BatchNorm	28840.33	1036.67	27803.67	650117120	61575274.67	123604021.33	84.60	3.51	627.12	true
106	add_resnetv14_stage2_activation7	add_relu	32489.67	1478.00	31011.67	102760448	205397706.67	209132949.33	96.50	0.25	69.53	true
107	resnetv14_stage3_conv0_fwd	Convolution	771575.33	1234.00	770341.33	13243252736	144020853.33	69964032.00	32.60	61.89	10731.97	false
108	resnetv14_stage3_batchnorm0_fwd	BatchNorm	6275.00	142.00	6133.00	81264640	51950293.33	56009834.67	88.10	0.75	572.29	true
109	resnetv14_stage3_relu0_fwd	Activation	2774.00	136.33	2637.67	25690112	51380832.00	51373024.00	95.70	0.25	188.44	true
110	resnetv14_stage3_conv1_fwd	Convolution	3404426.00	2065.67	3402360.33	19891552256	285433418.67	291914432.00	30.83	34.45	9629.60	false
111	resnetv14_stage3_batchnorm1_fwd	BatchNorm	6370.67	143.00	6227.67	81264640	51779242.67	55932533.33	88.10	0.75	568.28	true
112	resnetv14_stage3_relu1_fwd	Activation	2821.67	136.00	2685.67	25690112	51380842.67	51369333.33	95.70	0.25	188.90	true
113	resnetv14_stage3_conv2_fwd	Convolution	1424388.67	2648.33	1421740.33	26666336256	200722101.33	196484810.67	40.49	67.13	10069.10	false
114	resnetv14_stage3_batchnorm2_fwd	BatchNorm	24675.67	555.00	24120.67	325058560	52850208.00	58159712.00	90.00	2.93	585.69	true
115	resnetv14_stage3_conv3_fwd	Convolution	2849253.00	4262.33	2844990.67	52716109824	204197546.67	90912810.67	16.89	178.63	12367.90	false
116	resnetv14_stage3_batchnorm3_fwd	BatchNorm	25283.33	555.00	24728.33	325058560	57163541.33	60277066.67	90.00	2.77	585.69	true
117	add_resnetv14_stage3_activation0	add_relu	16081.33	741.00	15340.33	51380224	4417984.00	4956106.67	95.70	5.48	69.34	true
118	resnetv14_stage3_conv4_fwd	Convolution	1488348.33	2247.00	1486101.33	26396590080	207411498.67	88906368.00	29.05	89.08	11747.48	false
119	resnetv14_stage3_batchnorm4_fwd	BatchNorm	6366.67	142.67	6224.00	81264640	51943157.33	56010122.67	88.10	0.75	569.61	true
120	resnetv14_stage3_relu2_fwd	Activation	2724.67	137.00	2587.67	25690112	51380597.33	51374730.67	95.70	0.25	187.52	true
121	resnetv14_stage3_conv5_fwd	Convolution	3401749.00	2063.00	3399686.00	19891552256	286152480.00	291513013.33	30.77	34.43	9642.05	false
122	resnetv14_stage3_batchnorm5_fwd	BatchNorm	6348.00	143.00	6205.00	81264640	51765162.67	55954570.67	88.20	0.75	568.28	true
123	resnetv14_stage3_relu3_fwd	Activation	2732.67	136.33	2596.33	25690112	51380576.00	51373600.00	95.70	0.25	188.44	true
124	resnetv14_stage3_conv6_fwd	Convolution	1425483.33	2654.67	1422828.67	26666336256	190015914.67	184739648.00	40.50	71.16	10045.08	false
125	resnetv14_stage3_batchnorm6_fwd	BatchNorm	25387.33	555.00	24832.33	325058560	62602645.33	67492960.00	90.00	2.50	585.69	true
126	add_resnetv14_stage3_activation1	add_relu	16169.33	739.67	15429.67	51380224	3683925.33	4161664.00	95.60	6.55	69.46	true
127	resnetv14_stage3_conv7_fwd	Convolution	1488885.33	2246.67	1486638.67	26396590080	210710368.00	88879744.00	29.18	88.11	11749.23	false
128	resnetv14_stage3_batchnorm7_fwd	BatchNorm	6271.67	142.67	6129.00	81264640	51951221.33	56012682.67	88.10	0.75	569.61	true
129	resnetv14_stage3_relu4_fwd	Activation	2767.67	136.00	2631.67	25690112	51380576.00	51373653.33	95.70	0.25	188.90	true
130	resnetv14_stage3_conv8_fwd	Convolution	3409237.33	2068.67	3407168.67	19891552256	287683264.00	291709589.33	30.73	34.33	9615.64	false
131	resnetv14_stage3_batchnorm8_fwd	BatchNorm	6263.67	143.00	6120.67	81264640	51777621.33	55932149.33	88.10	0.75	568.28	true
132	resnetv14_stage3_relu5_fwd	Activation	2772.67	136.67	2636.00	25690112	51380576.00	51372128.00	95.70	0.25	187.98	true
133	resnetv14_stage3_conv9_fwd	Convolution	1427662.67	2648.67	1425014.00	26666336256	195340853.33	190255413.33	40.45	69.16	10067.84	false
134	resnetv14_stage3_batchnorm9_fwd	BatchNorm	24614.00	555.00	24059.00	325058560	61523360.00	66321536.00	90.20	2.54	585.69	true
135	add_resnetv14_stage3_activation2	add_relu	16262.67	741.00	15521.67	51380224	2948832.00	3497237.33	95.70	7.97	69.34	true
136	resnetv14_stage3_conv10_fwd	Convolution	1486790.33	2249.67	1484540.67	26396590080	208816640.00	88927029.33	29.05	88.66	11733.56	false
137	resnetv14_stage3_batchnorm10_fwd	BatchNorm	6415.00	143.00	6272.00	81264640	51941610.67	56012906.67	88.10	0.75	568.28	true
138	resnetv14_stage3_relu6_fwd	Activation	2789.33	136.00	2653.33	25690112	51380586.67	51371893.33	95.80	0.25	188.90	true
139	resnetv14_stage3_conv11_fwd	Convolution	3402203.67	2062.33	3400141.33	19891552256	291171434.67	291084565.33	30.76	34.16	9645.17	false
140	resnetv14_stage3_batchnorm11_fwd	BatchNorm	6430.00	143.00	6287.00	81264640	51740544.00	55931872.00	88.10	0.75	568.28	true
141	resnetv14_stage3_relu7_fwd	Activation	4246.67	136.33	4110.33	25690112	51380597.33	51371488.00	95.80	0.25	188.44	true
142	resnetv14_stage3_conv12_fwd	Convolution	1429203.67	2659.00	1426544.67	26666336256	196894570.67	195398314.67	40.44	67.98	10028.71	false
143	resnetv14_stage3_batchnorm12_fwd	BatchNorm	29612.33	555.00	29057.33	325058560	55000437.33	60498528.00	90.00	2.81	585.69	true
144	add_resnetv14_stage3_activation3	add_relu	16543.33	740.00	15803.33	51380224	4621760.00	5181642.67	95.60	5.24	69.43	true
145	resnetv14_stage3_conv13_fwd	Convolution	1485885.33	2250.33	1483635.00	26396590080	208322485.33	88813845.33	29.14	88.84	11730.08	false
146	resnetv14_stage3_batchnorm13_fwd	BatchNorm	6450.67	142.67	6308.00	81264640	51948149.33	56009120.00	88.10	0.75	569.61	true
147	resnetv14_stage3_relu8_fwd	Activation	2837.67	136.67	2701.00	25690112	51380576.00	51372032.00	95.70	0.25	187.98	true
148	resnetv14_stage3_conv14_fwd	Convolution	3401290.67	2056.67	3399234.00	19891552256	288979530.67	291701738.67	30.79	34.26	9671.74	false
149	resnetv14_stage3_batchnorm14_fwd	BatchNorm	6348.33	143.00	6205.33	81264640	51782325.33	55960394.67	88.10	0.75	568.28	true
150	resnetv14_stage3_relu9_fwd	Activation	2835.33	136.33	2699.00	25690112	51380597.33	51374474.67	95.70	0.25	188.44	true
151	resnetv14_stage3_conv15_fwd	Convolution	1425987.00	2656.67	1423330.33	26666336256	198876757.33	195926389.33	40.45	67.54	10037.52	false
152	resnetv14_stage3_batchnorm15_fwd	BatchNorm	24651.67	555.00	24096.67	325058560	59364650.67	62831445.33	90.10	2.66	585.69	true
153	add_resnetv14_stage3_activation4	add_relu	16099.67	740.67	15359.00	51380224	4097280.00	4608970.67	95.70	5.90	69.37	true
154	resnetv14_stage3_conv16_fwd	Convolution	1497960.00	2248.00	1495712.00	26396590080	210928245.33	88892064.00	29.07	88.04	11742.26	false
155	resnetv14_stage3_batchnorm16_fwd	BatchNorm	6346.00	142.00	6204.00	81264640	51942496.00	56006858.67	88.10	0.75	572.29	true
156	resnetv14_stage3_relu10_fwd	Activation	3497.33	137.00	3360.33	25690112	51380586.67	51376640.00	95.70	0.25	187.52	true
157	resnetv14_stage3_conv17_fwd	Convolution	3409593.33	2064.00	3407529.33	19891552256	290619680.00	291648704.00	30.77	34.16	9637.38	false
158	resnetv14_stage3_batchnorm17_fwd	BatchNorm	6379.33	143.00	6236.33	81264640	51769834.67	55943146.67	88.10	0.75	568.28	true
159	resnetv14_stage3_relu11_fwd	Activation	2835.00	136.67	2698.33	25690112	51380576.00	51376309.33	95.60	0.25	187.98	true
160	resnetv14_stage3_conv18_fwd	Convolution	1427663.67	2655.00	1425008.67	26666336256	190757386.67	185107424.00	40.48	70.95	10043.82	false
161	resnetv14_stage3_batchnorm18_fwd	BatchNorm	29489.67	555.00	28934.67	325058560	52882410.67	55855360.00	90.10	2.99	585.69	true
162	add_resnetv14_stage3_activation5	add_relu	16251.67	740.00	15511.67	51380224	2721034.67	3288032.00	95.60	8.55	69.43	true
163	resnetv14_stage3_conv19_fwd	Convolution	1486011.00	2252.33	1483758.67	26396590080	209223978.67	88876266.67	29.08	88.55	11719.67	false
164	resnetv14_stage3_batchnorm19_fwd	BatchNorm	6301.00	142.00	6159.00	81264640	51948138.67	56004949.33	88.10	0.75	572.29	true
165	resnetv14_stage3_relu12_fwd	Activation	2768.00	136.00	2632.00	25690112	51380586.67	51370965.33	95.80	0.25	188.90	true
166	resnetv14_stage3_conv20_fwd	Convolution	3401203.33	2070.00	3399133.33	19891552256	290237621.33	291566677.33	30.75	34.19	9609.45	false
167	resnetv14_stage3_batchnorm20_fwd	BatchNorm	6381.00	143.00	6238.00	81264640	51774048.00	55942709.33	88.10	0.75	568.28	true
168	resnetv14_stage3_relu13_fwd	Activation	2768.67	137.00	2631.67	25690112	51380597.33	51371989.33	95.70	0.25	187.52	true
169	resnetv14_stage3_conv21_fwd	Convolution	1426668.33	2661.67	1424006.67	26666336256	203892405.33	198174645.33	40.56	66.32	10018.66	false
170	resnetv14_stage3_batchnorm21_fwd	BatchNorm	25128.67	554.33	24574.33	325058560	58238282.67	63968576.00	90.00	2.66	586.40	true
171	add_resnetv14_stage3_activation6	add_relu	16151.67	740.67	15411.00	51380224	4883669.33	5409642.67	95.70	4.99	69.37	true
172	resnetv14_stage3_conv22_fwd	Convolution	1487424.33	2246.67	1485177.67	26396590080	207145386.67	88943509.33	29.06	89.15	11749.22	false
173	resnetv14_stage3_batchnorm22_fwd	BatchNorm	6362.67	142.33	6220.33	81264640	51943392.00	56012096.00	88.10	0.75	570.95	true
174	resnetv14_stage3_relu14_fwd	Activation	2745.00	136.33	2608.67	25690112	51380586.67	51373589.33	95.70	0.25	188.44	true
175	resnetv14_stage3_conv23_fwd	Convolution	3404982.67	2063.00	3402919.67	19891552256	288524288.00	291556362.67	30.77	34.29	9642.05	false
176	resnetv14_stage3_batchnorm23_fwd	BatchNorm	6371.67	143.00	6228.67	81264640	51764885.33	55960117.33	88.10	0.75	568.28	true
177	resnetv14_stage3_relu15_fwd	Activation	2757.67	137.00	2620.67	25690112	51380576.00	51371968.00	95.80	0.25	187.52	true
178	resnetv14_stage3_conv24_fwd	Convolution	1426307.67	2653.67	1423654.00	26666336256	199641706.67	194359925.33	40.45	67.68	10048.86	false
179	resnetv14_stage3_batchnorm24_fwd	BatchNorm	25390.67	555.00	24835.67	325058560	62600266.67	67489397.33	90.00	2.50	585.69	true
180	add_resnetv14_stage3_activation7	add_relu	16108.00	739.67	15368.33	51380224	5024128.00	5557184.00	95.60	4.86	69.46	true
181	resnetv14_stage3_conv25_fwd	Convolution	1485604.33	2246.33	1483358.00	26396590080	210117610.67	88948704.00	29.05	88.26	11750.96	false
182	resnetv14_stage3_batchnorm25_fwd	BatchNorm	6281.00	142.00	6139.00	81264640	51948373.33	56011605.33	88.10	0.75	572.29	true
183	resnetv14_stage3_relu16_fwd	Activation	2752.67	136.00	2616.67	25690112	51380576.00	51370677.33	95.70	0.25	188.90	true
184	resnetv14_stage3_conv26_fwd	Convolution	3403100.00	2060.33	3401039.67	19891552256	292072202.67	291695754.67	30.75	34.07	9654.53	false
185	resnetv14_stage3_batchnorm26_fwd	BatchNorm	6314.00	143.00	6171.00	81264640	51771882.67	55952170.67	88.10	0.75	568.28	true
186	resnetv14_stage3_relu17_fwd	Activation	2772.67	137.00	2635.67	25690112	51380661.33	51369034.67	95.80	0.25	187.52	true
187	resnetv14_stage3_conv27_fwd	Convolution	1425170.67	2659.67	1422511.00	26666336256	192486709.33	188971146.67	40.51	69.91	10026.19	false
188	resnetv14_stage3_batchnorm27_fwd	BatchNorm	24685.00	555.00	24130.00	325058560	67998613.33	73296213.33	90.00	2.30	585.69	true
189	add_resnetv14_stage3_activation8	add_relu	16271.33	741.00	15530.33	51380224	3217621.33	3738826.67	95.70	7.39	69.34	true
190	resnetv14_stage3_conv28_fwd	Convolution	1487249.00	2246.67	1485002.33	26396590080	208699061.33	88914517.33	29.16	88.69	11749.23	false
191	resnetv14_stage3_batchnorm28_fwd	BatchNorm	6359.67	143.00	6216.67	81264640	51945514.67	56012789.33	88.10	0.75	568.28	true
192	resnetv14_stage3_relu18_fwd	Activation	2757.67	136.33	2621.33	25690112	51380586.67	51373578.67	95.70	0.25	188.44	true
193	resnetv14_stage3_conv29_fwd	Convolution	3403830.00	2055.33	3401774.67	19891552256	292350368.00	291028416.00	30.78	34.10	9678.01	false
194	resnetv14_stage3_batchnorm29_fwd	BatchNorm	6411.00	143.33	6267.67	81264640	51738666.67	55959754.67	88.10	0.75	566.96	true
195	resnetv14_stage3_relu19_fwd	Activation	2731.00	136.67	2594.33	25690112	51380576.00	51366656.00	95.80	0.25	187.98	true
196	resnetv14_stage3_conv30_fwd	Convolution	1423648.00	2646.00	1421002.00	26666336256	192497664.00	189275264.00	40.46	69.85	10077.98	false
197	resnetv14_stage3_batchnorm30_fwd	BatchNorm	25227.33	555.00	24672.33	325058560	58279392.00	63999210.67	90.00	2.66	585.69	true
198	add_resnetv14_stage3_activation9	add_relu	16118.00	739.67	15378.33	51380224	3677653.33	4254549.33	95.60	6.48	69.46	true
199	resnetv14_stage3_conv31_fwd	Convolution	1485303.33	2247.00	1483056.33	26396590080	209203424.00	88887904.00	29.16	88.55	11747.48	false
200	resnetv14_stage3_batchnorm31_fwd	BatchNorm	6272.00	142.33	6129.67	81264640	51948554.67	56006922.67	88.10	0.75	570.95	true
201	resnetv14_stage3_relu20_fwd	Activation	2775.67	136.33	2639.33	25690112	51380576.00	51371445.33	95.80	0.25	188.44	true
202	resnetv14_stage3_conv32_fwd	Convolution	3401427.33	2056.00	3399371.33	19891552256	293125322.67	291786037.33	30.78	34.01	9674.88	false
203	resnetv14_stage3_batchnorm32_fwd	BatchNorm	6302.67	143.00	6159.67	81264640	51778954.67	55958805.33	88.10	0.75	568.28	true
204	resnetv14_stage3_relu21_fwd	Activation	2759.00	136.67	2622.33	25690112	51380576.00	51372490.67	95.80	0.25	187.98	true
205	resnetv14_stage3_conv33_fwd	Convolution	1425499.33	2654.67	1422844.67	26666336256	206247360.00	200337952.00	40.55	65.59	10045.08	false
206	resnetv14_stage3_batchnorm33_fwd	BatchNorm	24657.00	555.00	24102.00	325058560	62605536.00	65156224.00	90.30	2.54	585.69	true
207	add_resnetv14_stage3_activation10	add_relu	16260.33	741.00	15519.33	51380224	1491925.33	1844714.67	95.70	15.40	69.34	true
208	resnetv14_stage3_conv34_fwd	Convolution	1486820.67	2248.67	1484572.00	26396590080	207817813.33	88900437.33	29.02	88.96	11738.77	false
209	resnetv14_stage3_batchnorm34_fwd	BatchNorm	6347.33	142.33	6205.00	81264640	51945184.00	56002592.00	88.10	0.75	570.95	true
210	resnetv14_stage3_relu22_fwd	Activation	2760.67	136.00	2624.67	25690112	51380576.00	51373269.33	95.70	0.25	188.90	true
211	resnetv14_stage3_conv35_fwd	Convolution	3404322.00	2072.00	3402250.00	19891552256	287893642.67	291433205.33	30.75	34.34	9600.17	false
212	resnetv14_stage3_batchnorm35_fwd	BatchNorm	6386.33	143.33	6243.00	81264640	51760704.00	55965088.00	88.10	0.75	566.96	true
213	resnetv14_stage3_relu23_fwd	Activation	2763.67	136.67	2627.00	25690112	51380576.00	51372490.67	95.80	0.25	187.98	true
214	resnetv14_stage3_conv36_fwd	Convolution	1425627.00	2660.33	1422966.67	26666336256	200982336.00	196561109.33	40.52	67.08	10023.68	false
215	resnetv14_stage3_batchnorm36_fwd	BatchNorm	25915.00	555.00	25360.00	325058560	60440010.67	65168885.33	90.00	2.59	585.69	true
216	add_resnetv14_stage3_activation11	add_relu	16147.67	740.00	15407.67	51380224	3819605.33	4363594.67	95.60	6.28	69.43	true
217	resnetv14_stage3_conv37_fwd	Convolution	1484308.00	2250.00	1482058.00	26396590080	208743210.67	88874272.00	29.15	88.69	11731.82	false
218	resnetv14_stage3_batchnorm37_fwd	BatchNorm	6265.67	142.00	6123.67	81264640	51945674.67	56009130.67	88.10	0.75	572.29	true
219	resnetv14_stage3_relu24_fwd	Activation	2763.00	137.00	2626.00	25690112	51380586.67	51371765.33	95.80	0.25	187.52	true
220	resnetv14_stage3_conv38_fwd	Convolution	3401730.33	2055.67	3399674.67	19891552256	290274336.00	291444085.33	30.79	34.19	9676.45	false
221	resnetv14_stage3_batchnorm38_fwd	BatchNorm	6257.33	143.00	6114.33	81264640	51768298.67	55950517.33	88.00	0.75	568.28	true
222	resnetv14_stage3_relu25_fwd	Activation	2789.67	136.67	2653.00	25690112	51380586.67	51369088.00	95.80	0.25	187.98	true
223	resnetv14_stage3_conv39_fwd	Convolution	1426714.33	2654.33	1424060.00	26666336256	194994826.67	189879381.33	40.45	69.29	10046.34	false
224	resnetv14_stage3_batchnorm39_fwd	BatchNorm	24799.00	555.00	24244.00	325058560	67998368.00	73303317.33	90.00	2.30	585.69	true
225	add_resnetv14_stage3_activation12	add_relu	16309.33	741.00	15568.33	51380224	2739562.67	3260245.33	95.70	8.56	69.34	true
226	resnetv14_stage3_conv40_fwd	Convolution	1487508.67	2244.67	1485264.00	26396590080	212527285.33	88868010.67	29.16	87.58	11759.70	false
227	resnetv14_stage3_batchnorm40_fwd	BatchNorm	6435.67	142.33	6293.33	81264640	51946741.33	56019392.00	88.10	0.75	570.95	true
228	resnetv14_stage3_relu26_fwd	Activation	2819.67	136.00	2683.67	25690112	51380576.00	51374944.00	95.80	0.25	188.90	true
229	resnetv14_stage3_conv41_fwd	Convolution	3405744.00	2056.33	3403687.67	19891552256	290685525.33	291550048.00	30.80	34.16	9673.31	false
230	resnetv14_stage3_batchnorm41_fwd	BatchNorm	6351.33	143.00	6208.33	81264640	51771872.00	55928789.33	88.10	0.75	568.28	true
231	resnetv14_stage3_relu27_fwd	Activation	2717.67	137.00	2580.67	25690112	51380576.00	51372032.00	95.80	0.25	187.52	true
232	resnetv14_stage3_conv42_fwd	Convolution	1426119.33	2655.00	1423464.33	26666336256	196844224.00	193121173.33	40.55	68.38	10043.82	false
233	resnetv14_stage3_batchnorm42_fwd	BatchNorm	25165.67	555.00	24610.67	325058560	54998080.00	58164053.33	90.00	2.87	585.69	true
234	add_resnetv14_stage3_activation13	add_relu	16105.00	739.33	15365.67	51380224	2902346.67	3466762.67	95.60	8.07	69.50	true
235	resnetv14_stage3_conv43_fwd	Convolution	1485659.33	2247.67	1483411.67	26396590080	209142709.33	88890506.67	29.15	88.57	11744.00	false
236	resnetv14_stage3_batchnorm43_fwd	BatchNorm	6283.67	142.00	6141.67	81264640	51945813.33	56010229.33	88.10	0.75	572.29	true
237	resnetv14_stage3_relu28_fwd	Activation	2742.67	136.33	2606.33	25690112	51380576.00	51373322.67	95.80	0.25	188.44	true
238	resnetv14_stage3_conv44_fwd	Convolution	3405646.33	2054.67	3403591.67	19891552256	287964896.00	291962773.33	30.78	34.30	9681.16	false
239	resnetv14_stage3_batchnorm44_fwd	BatchNorm	6286.00	143.00	6143.00	81264640	51775434.67	55950357.33	88.10	0.75	568.28	true
240	resnetv14_stage3_relu29_fwd	Activation	2773.00	136.00	2637.00	25690112	51380576.00	51374208.00	95.80	0.25	188.90	true
241	resnetv14_stage3_conv45_fwd	Convolution	1425510.33	2656.67	1422853.67	26666336256	193675157.33	191239605.33	40.47	69.28	10037.52	false
242	resnetv14_stage3_batchnorm45_fwd	BatchNorm	24639.33	555.00	24084.33	325058560	60441909.33	65157408.00	90.00	2.59	585.69	true
243	add_resnetv14_stage3_activation14	add_relu	16114.67	741.00	15373.67	51380224	4114282.67	4642880.00	95.70	5.87	69.34	true
244	resnetv14_stage3_conv46_fwd	Convolution	1486904.33	2249.33	1484655.00	26396590080	210480426.67	88882688.00	29.05	88.18	11735.29	false
245	resnetv14_stage3_batchnorm46_fwd	BatchNorm	6338.67	142.33	6196.33	81264640	51915434.67	56006506.67	88.10	0.75	570.95	true
246	resnetv14_stage3_relu30_fwd	Activation	2741.33	137.00	2604.33	25690112	51380576.00	51371413.33	95.80	0.25	187.52	true
247	resnetv14_stage3_conv47_fwd	Convolution	3401317.00	2058.00	3399259.00	19891552256	293317194.67	292066709.33	30.76	33.98	9665.48	false
248	resnetv14_stage3_batchnorm47_fwd	BatchNorm	6424.33	143.33	6281.00	81264640	51741589.33	55939584.00	88.10	0.75	566.96	true
249	resnetv14_stage3_relu31_fwd	Activation	2732.00	137.00	2595.00	25690112	51380586.67	51373056.00	95.70	0.25	187.52	true
250	resnetv14_stage3_conv48_fwd	Convolution	1424253.00	2654.33	1421598.67	26666336256	195915381.33	193495978.67	40.49	68.48	10046.34	false
251	resnetv14_stage3_batchnorm48_fwd	BatchNorm	25348.33	555.00	24793.33	325058560	59313290.67	63978656.00	90.00	2.64	585.69	true
252	add_resnetv14_stage3_activation15	add_relu	16145.00	740.00	15405.00	51380224	3093045.33	3644906.67	95.60	7.63	69.43	true
253	resnetv14_stage3_conv49_fwd	Convolution	1485135.33	2246.00	1482889.33	26396590080	209415733.33	88886026.67	29.15	88.49	11752.71	false
254	resnetv14_stage3_batchnorm49_fwd	BatchNorm	6276.33	142.67	6133.67	81264640	51951498.67	56011050.67	88.10	0.75	569.61	true
255	resnetv14_stage3_relu32_fwd	Activation	2769.67	136.33	2633.33	25690112	51380576.00	51370538.67	95.80	0.25	188.44	true
256	resnetv14_stage3_conv50_fwd	Convolution	3402793.33	2055.67	3400737.67	19891552256	289605333.33	291289472.00	30.78	34.24	9676.45	false
257	resnetv14_stage3_batchnorm50_fwd	BatchNorm	6280.67	143.00	6137.67	81264640	51770720.00	55962208.00	88.10	0.75	568.28	true
258	resnetv14_stage3_relu33_fwd	Activation	2761.00	137.00	2624.00	25690112	51380576.00	51372832.00	95.70	0.25	187.52	true
259	resnetv14_stage3_conv51_fwd	Convolution	1426907.67	2654.33	1424253.33	26666336256	198146720.00	194505898.67	40.48	67.91	10046.34	false
260	resnetv14_stage3_batchnorm51_fwd	BatchNorm	24691.67	554.33	24137.33	325058560	87429973.33	95398389.33	90.00	1.78	586.40	true
261	add_resnetv14_stage3_activation16	add_relu	16119.00	740.67	15378.33	51380224	2740192.00	3301098.67	95.70	8.50	69.37	true
262	resnetv14_stage3_conv52_fwd	Convolution	1488176.00	2249.00	1485927.00	26396590080	209013568.00	88885984.00	29.12	88.61	11737.03	false
263	resnetv14_stage3_batchnorm52_fwd	BatchNorm	6319.67	142.00	6177.67	81264640	51937333.33	56005472.00	88.10	0.75	572.29	true
264	resnetv14_stage3_relu34_fwd	Activation	2746.67	136.33	2610.33	25690112	51380576.00	51372032.00	95.80	0.25	188.44	true
265	resnetv14_stage3_conv53_fwd	Convolution	3405687.67	2068.67	3403619.00	19891552256	292049717.33	291028864.00	30.74	34.11	9615.64	false
266	resnetv14_stage3_batchnorm53_fwd	BatchNorm	6373.00	143.00	6230.00	81264640	51763701.33	55943168.00	88.10	0.75	568.28	true
267	resnetv14_stage3_relu35_fwd	Activation	2759.33	136.00	2623.33	25690112	51380586.67	51377568.00	95.70	0.25	188.90	true
268	resnetv14_stage3_conv54_fwd	Convolution	1425714.67	2656.67	1423058.00	26666336256	190460960.00	186006666.67	40.46	70.83	10037.52	false
269	resnetv14_stage3_batchnorm54_fwd	BatchNorm	25376.67	555.00	24821.67	325058560	60439264.00	65162528.00	90.20	2.59	585.69	true
270	add_resnetv14_stage3_activation17	add_relu	16140.33	740.00	15400.33	51380224	4661760.00	5205792.00	95.60	5.21	69.43	true
271	resnetv14_stage3_conv55_fwd	Convolution	1486086.00	2247.67	1483838.33	26396590080	209059466.67	88918912.00	29.16	88.59	11744.00	false
272	resnetv14_stage3_batchnorm55_fwd	BatchNorm	6218.67	142.67	6076.00	81264640	51921877.33	56002400.00	88.10	0.75	569.61	true
273	resnetv14_stage3_relu36_fwd	Activation	2753.33	136.33	2617.00	25690112	51380576.00	51369120.00	95.70	0.25	188.44	true
274	resnetv14_stage3_conv56_fwd	Convolution	3410646.33	2056.00	3408590.33	19891552256	288249898.67	291960010.67	30.76	34.28	9674.87	false
275	resnetv14_stage3_batchnorm56_fwd	BatchNorm	6250.67	143.00	6107.67	81264640	51770837.33	55949504.00	88.10	0.75	568.28	true
276	resnetv14_stage3_relu37_fwd	Activation	2767.67	137.33	2630.33	25690112	51380576.00	51372565.33	95.70	0.25	187.06	true
277	resnetv14_stage3_conv57_fwd	Convolution	1426601.00	2657.00	1423944.00	26666336256	196261493.33	192850794.67	40.39	68.53	10036.26	false
278	resnetv14_stage3_batchnorm57_fwd	BatchNorm	24702.00	555.00	24147.00	325058560	56083434.67	61649749.33	90.00	2.76	585.69	true
279	add_resnetv14_stage3_activation18	add_relu	16147.33	740.33	15407.00	51380224	3404842.67	3967626.67	95.70	6.97	69.40	true
280	resnetv14_stage3_conv58_fwd	Convolution	1486562.67	2246.67	1484316.00	26396590080	210834016.00	88868693.33	29.05	88.08	11749.22	false
281	resnetv14_stage3_batchnorm58_fwd	BatchNorm	6299.67	142.67	6157.00	81264640	51946794.67	55998368.00	88.10	0.75	569.61	true
282	resnetv14_stage3_relu38_fwd	Activation	2742.67	136.00	2606.67	25690112	51380576.00	51377994.67	95.60	0.25	188.90	true
283	resnetv14_stage3_conv59_fwd	Convolution	3402647.67	2062.33	3400585.33	19891552256	293625344.00	290553856.00	30.76	34.05	9645.17	false
284	resnetv14_stage3_batchnorm59_fwd	BatchNorm	6332.00	143.33	6188.67	81264640	51760554.67	55936416.00	88.10	0.75	566.96	true
285	resnetv14_stage3_relu39_fwd	Activation	2741.33	136.00	2605.33	25690112	51380576.00	51373717.33	95.70	0.25	188.90	true
286	resnetv14_stage3_conv60_fwd	Convolution	1425590.67	2654.33	1422936.33	26666336256	195254314.67	192580416.00	40.45	68.76	10046.34	false
287	resnetv14_stage3_batchnorm60_fwd	BatchNorm	25634.00	555.00	25079.00	325058560	52837450.67	58167904.00	90.00	2.93	585.69	true
288	add_resnetv14_stage3_activation19	add_relu	16169.67	740.00	15429.67	51380224	4247082.67	4808064.00	95.60	5.67	69.43	true
289	resnetv14_stage3_conv61_fwd	Convolution	1486217.33	2247.33	1483970.00	26396590080	208550432.00	88866293.33	29.17	88.75	11745.74	false
290	resnetv14_stage3_batchnorm61_fwd	BatchNorm	6291.33	142.67	6148.67	81264640	51955178.67	56018421.33	88.10	0.75	569.61	true
291	resnetv14_stage3_relu40_fwd	Activation	2770.67	136.00	2634.67	25690112	51380597.33	51366730.67	95.70	0.25	188.90	true
292	resnetv14_stage3_conv62_fwd	Convolution	3404123.00	2056.00	3402067.00	19891552256	289861408.00	291198581.33	30.76	34.23	9674.88	false
293	resnetv14_stage3_batchnorm62_fwd	BatchNorm	6289.00	143.33	6145.67	81264640	51774901.33	55959680.00	88.20	0.75	566.96	true
294	resnetv14_stage3_relu41_fwd	Activation	2839.00	136.33	2702.67	25690112	51380586.67	51367680.00	95.70	0.25	188.44	true
295	resnetv14_stage3_conv63_fwd	Convolution	1427716.67	2659.33	1425057.33	26666336256	203209952.00	199000256.00	40.53	66.30	10027.45	false
296	resnetv14_stage3_batchnorm63_fwd	BatchNorm	24639.33	555.00	24084.33	325058560	67999306.67	72133536.00	90.10	2.32	585.69	true
297	add_resnetv14_stage3_activation20	add_relu	16128.67	740.33	15388.33	51380224	1778112.00	1959040.00	95.70	13.75	69.40	true
298	resnetv14_stage3_conv64_fwd	Convolution	1486203.33	2249.67	1483953.67	26396590080	210109173.33	88905162.67	29.14	88.28	11733.55	false
299	resnetv14_stage3_batchnorm64_fwd	BatchNorm	6326.33	142.67	6183.67	81264640	51943541.33	56006325.33	88.10	0.75	569.61	true
300	resnetv14_stage3_relu42_fwd	Activation	2743.33	136.00	2607.33	25690112	51380576.00	51373408.00	95.80	0.25	188.90	true
301	resnetv14_stage3_conv65_fwd	Convolution	3405994.33	2055.00	3403939.33	19891552256	291889952.00	292001856.00	30.77	34.07	9679.59	false
302	resnetv14_stage3_batchnorm65_fwd	BatchNorm	6336.00	143.33	6192.67	81264640	51770677.33	55936672.00	88.10	0.75	566.96	true
303	resnetv14_stage3_relu43_fwd	Activation	2771.00	136.33	2634.67	25690112	51380576.00	51376458.67	95.70	0.25	188.44	true
304	resnetv14_stage3_conv66_fwd	Convolution	1426921.67	2652.67	1424269.00	26666336256	192803509.33	189694474.67	40.62	69.72	10052.66	false
305	resnetv14_stage3_batchnorm66_fwd	BatchNorm	25345.00	555.00	24790.00	325058560	58281482.67	60512618.67	90.00	2.74	585.69	true
306	add_resnetv14_stage3_activation21	add_relu	16150.33	740.00	15410.33	51380224	1894528.00	2286634.67	95.60	12.29	69.43	true
307	resnetv14_stage3_conv67_fwd	Convolution	1486081.67	2246.33	1483835.33	26396590080	211236576.00	88911285.33	29.05	87.95	11750.97	false
308	resnetv14_stage3_batchnorm67_fwd	BatchNorm	6223.67	142.33	6081.33	81264640	51952629.33	56005792.00	88.10	0.75	570.95	true
309	resnetv14_stage3_relu44_fwd	Activation	2764.33	135.67	2628.67	25690112	51380576.00	51370293.33	95.80	0.25	189.36	true
310	resnetv14_stage3_conv68_fwd	Convolution	3406953.00	2055.00	3404898.00	19891552256	292111850.67	291893994.67	30.79	34.06	9679.59	false
311	resnetv14_stage3_batchnorm68_fwd	BatchNorm	6267.33	143.67	6123.67	81264640	51773365.33	55958506.67	88.10	0.75	565.65	true
312	resnetv14_stage3_relu45_fwd	Activation	2785.33	136.33	2649.00	25690112	51380576.00	51375072.00	95.70	0.25	188.44	true
313	resnetv14_stage3_conv69_fwd	Convolution	1425605.33	2649.00	1422956.33	26666336256	193711797.33	191599872.00	40.45	69.21	10066.57	false
314	resnetv14_stage3_batchnorm69_fwd	BatchNorm	24736.00	555.00	24181.00	325058560	58284949.33	63986144.00	90.00	2.66	585.69	true
315	add_resnetv14_stage3_activation22	add_relu	16327.67	740.67	15587.00	51380224	5276714.67	5797738.67	95.70	4.64	69.37	true
316	resnetv14_stage3_conv70_fwd	Convolution	1486691.33	2245.67	1484445.67	26396590080	207483904.00	88957696.00	29.15	89.04	11754.46	false
317	resnetv14_stage3_batchnorm70_fwd	BatchNorm	6320.67	142.00	6178.67	81264640	51945397.33	56012853.33	88.10	0.75	572.29	true
318	resnetv14_stage3_relu46_fwd	Activation	2734.67	136.67	2598.00	25690112	51380576.00	51373226.67	95.70	0.25	187.98	true
319	resnetv14_stage3_conv71_fwd	Convolution	3404423.33	2055.00	3402368.33	19891552256	288327242.67	291557525.33	30.78	34.30	9679.59	false
320	resnetv14_stage3_batchnorm71_fwd	BatchNorm	6394.67	143.33	6251.33	81264640	51768544.00	55962858.67	88.10	0.75	566.96	true
321	resnetv14_stage3_relu47_fwd	Activation	2747.67	136.00	2611.67	25690112	51380576.00	51372128.00	95.70	0.25	188.90	true
322	resnetv14_stage3_conv72_fwd	Convolution	1437994.33	2658.00	1435336.33	26666336256	190278837.33	185910474.67	40.54	70.89	10032.48	false
323	resnetv14_stage3_batchnorm72_fwd	BatchNorm	25221.00	555.00	24666.00	325058560	59312746.67	65145397.33	90.00	2.61	585.69	true
324	add_resnetv14_stage3_activation23	add_relu	16142.00	740.00	15402.00	51380224	3994421.33	4554709.33	95.60	6.01	69.43	true
325	resnetv14_stage3_conv73_fwd	Convolution	1487366.00	2249.33	1485116.67	26396590080	212681514.67	88843562.67	29.19	87.54	11735.30	false
326	resnetv14_stage3_batchnorm73_fwd	BatchNorm	6266.33	143.00	6123.33	81264640	51950410.67	56000533.33	88.10	0.75	568.28	true
327	resnetv14_stage3_relu48_fwd	Activation	2751.00	136.00	2615.00	25690112	51380586.67	51374208.00	95.70	0.25	188.90	true
328	resnetv14_stage3_conv74_fwd	Convolution	3403705.00	2056.67	3401648.33	19891552256	291124874.67	290841397.33	30.78	34.18	9671.74	false
329	resnetv14_stage3_batchnorm74_fwd	BatchNorm	6284.67	143.00	6141.67	81264640	51773162.67	55949045.33	88.10	0.75	568.28	true
330	resnetv14_stage3_relu49_fwd	Activation	2751.00	137.00	2614.00	25690112	51380597.33	51373664.00	95.70	0.25	187.52	true
331	resnetv14_stage3_conv75_fwd	Convolution	1425590.00	2656.67	1422933.33	26666336256	198787530.67	195780277.33	40.53	67.58	10037.52	false
332	resnetv14_stage3_batchnorm75_fwd	BatchNorm	25354.67	555.00	24799.67	325058560	53973856.00	59335520.00	90.00	2.87	585.69	true
333	add_resnetv14_stage3_activation24	add_relu	16145.33	741.00	15404.33	51380224	3954464.00	4486954.67	95.70	6.09	69.34	true
334	resnetv14_stage3_conv76_fwd	Convolution	1486407.00	2248.00	1484159.00	26396590080	207796053.33	88916544.00	29.08	88.96	11742.26	false
335	resnetv14_stage3_batchnorm76_fwd	BatchNorm	6500.00	142.33	6357.67	81264640	51941162.67	56006272.00	88.10	0.75	570.95	true
336	resnetv14_stage3_relu50_fwd	Activation	2755.67	136.00	2619.67	25690112	51380576.00	51370229.33	95.70	0.25	188.90	true
337	resnetv14_stage3_conv77_fwd	Convolution	3405962.00	2056.67	3403905.33	19891552256	289012853.33	291932202.67	30.77	34.24	9671.74	false
338	resnetv14_stage3_batchnorm77_fwd	BatchNorm	6329.33	143.00	6186.33	81264640	51768522.67	55954986.67	88.10	0.75	568.28	true
339	resnetv14_stage3_relu51_fwd	Activation	2733.33	136.00	2597.33	25690112	51380576.00	51371754.67	95.70	0.25	188.90	true
340	resnetv14_stage3_conv78_fwd	Convolution	1424719.33	2659.00	1422060.33	26666336256	193803264.00	189049482.67	40.51	69.65	10028.71	false
341	resnetv14_stage3_batchnorm78_fwd	BatchNorm	25242.00	555.00	24687.00	325058560	59359104.00	64001077.33	90.20	2.64	585.69	true
342	add_resnetv14_stage3_activation25	add_relu	16142.00	739.67	15402.33	51380224	1275562.67	1462336.00	95.60	18.77	69.46	false
343	resnetv14_stage3_conv79_fwd	Convolution	1485222.33	2250.67	1482971.67	26396590080	211251082.67	88876490.67	29.16	87.95	11728.34	false
344	resnetv14_stage3_batchnorm79_fwd	BatchNorm	6428.67	142.33	6286.33	81264640	51950826.67	56009184.00	88.10	0.75	570.95	true
345	resnetv14_stage3_relu52_fwd	Activation	2821.67	136.33	2685.33	25690112	51380586.67	51377664.00	95.80	0.25	188.44	true
346	resnetv14_stage3_conv80_fwd	Convolution	3403721.33	2055.00	3401666.33	19891552256	288949365.33	291586293.33	30.78	34.26	9679.59	false
347	resnetv14_stage3_batchnorm80_fwd	BatchNorm	6340.33	142.67	6197.67	81264640	51778272.00	55954656.00	88.10	0.75	569.61	true
348	resnetv14_stage3_relu53_fwd	Activation	2780.67	137.00	2643.67	25690112	51380576.00	51373066.67	95.70	0.25	187.52	true
349	resnetv14_stage3_conv81_fwd	Convolution	1427776.67	2656.67	1425120.00	26666336256	193853557.33	190532160.00	40.44	69.37	10037.52	false
350	resnetv14_stage3_batchnorm81_fwd	BatchNorm	25012.67	555.00	24457.67	325058560	58241408.00	63979242.67	90.00	2.66	585.69	true
351	add_resnetv14_stage3_activation26	add_relu	16433.00	741.00	15692.00	51380224	1663018.67	2033418.67	95.70	13.90	69.34	true
352	resnetv14_stage3_conv82_fwd	Convolution	1488644.67	2251.00	1486393.67	26396590080	211421728.00	88850069.33	29.09	87.91	11726.61	false
353	resnetv14_stage3_batchnorm82_fwd	BatchNorm	6420.33	142.00	6278.33	81264640	51940821.33	56007221.33	88.10	0.75	572.29	true
354	resnetv14_stage3_relu54_fwd	Activation	2793.67	136.33	2657.33	25690112	51380576.00	51372480.00	95.70	0.25	188.44	true
355	resnetv14_stage3_conv83_fwd	Convolution	3407053.00	2054.67	3404998.33	19891552256	292202666.67	291105696.00	30.77	34.10	9681.16	false
356	resnetv14_stage3_batchnorm83_fwd	BatchNorm	6360.33	143.33	6217.00	81264640	51766293.33	55919914.67	88.10	0.75	566.96	true
357	resnetv14_stage3_relu55_fwd	Activation	2729.67	136.67	2593.00	25690112	51380576.00	51373728.00	95.70	0.25	187.98	true
358	resnetv14_stage3_conv84_fwd	Convolution	1426228.67	2657.33	1423571.33	26666336256	199234816.00	194475445.33	40.49	67.73	10035.00	false
359	resnetv14_stage3_batchnorm84_fwd	BatchNorm	25166.33	555.33	24611.00	325058560	53958165.33	60504096.00	90.00	2.84	585.34	true
360	add_resnetv14_stage3_activation27	add_relu	16223.00	740.00	15483.00	51380224	3985226.67	4556213.33	95.60	6.02	69.43	true
361	resnetv14_stage3_conv85_fwd	Convolution	1485391.00	2246.67	1483144.33	26396590080	208798741.33	88893408.00	29.06	88.67	11749.22	false
362	resnetv14_stage3_batchnorm85_fwd	BatchNorm	6268.33	142.33	6126.00	81264640	51948661.33	56007765.33	88.10	0.75	570.95	true
363	resnetv14_stage3_relu56_fwd	Activation	2745.67	136.33	2609.33	25690112	51380576.00	51374346.67	95.80	0.25	188.44	true
364	resnetv14_stage3_conv86_fwd	Convolution	3403132.00	2063.33	3401068.67	19891552256	289399082.67	290893248.00	30.76	34.28	9640.50	false
365	resnetv14_stage3_batchnorm86_fwd	BatchNorm	6297.67	143.00	6154.67	81264640	51780757.33	55949877.33	88.10	0.75	568.28	true
366	resnetv14_stage3_relu57_fwd	Activation	2756.00	136.67	2619.33	25690112	51380597.33	51372597.33	95.80	0.25	187.98	true
367	resnetv14_stage3_conv87_fwd	Convolution	1423959.33	2653.33	1421306.00	26666336256	193412320.00	191655253.33	40.50	69.25	10050.12	false
368	resnetv14_stage3_batchnorm87_fwd	BatchNorm	24641.33	555.00	24086.33	325058560	59365482.67	63988704.00	90.00	2.64	585.69	true
369	add_resnetv14_stage3_activation28	add_relu	16060.67	741.00	15319.67	51380224	3680213.33	4018997.33	95.70	6.67	69.34	true
370	resnetv14_stage3_conv88_fwd	Convolution	1487534.00	2247.67	1485286.33	26396590080	208507200.00	88882240.00	29.06	88.76	11744.00	false
371	resnetv14_stage3_batchnorm88_fwd	BatchNorm	6346.33	142.00	6204.33	81264640	51944672.00	56012629.33	88.20	0.75	572.29	true
372	resnetv14_stage3_relu58_fwd	Activation	2729.67	135.33	2594.33	25690112	51380586.67	51377344.00	95.80	0.25	189.83	true
373	resnetv14_stage3_conv89_fwd	Convolution	3406400.67	2069.00	3404331.67	19891552256	292824202.67	291005610.67	30.72	34.07	9614.09	false
374	resnetv14_stage3_batchnorm89_fwd	BatchNorm	6369.00	143.00	6226.00	81264640	51769066.67	55963637.33	88.10	0.75	568.28	true
375	resnetv14_stage3_relu59_fwd	Activation	2736.00	136.67	2599.33	25690112	51380576.00	51370101.33	95.60	0.25	187.98	true
376	resnetv14_stage3_conv90_fwd	Convolution	1426154.33	2657.00	1423497.33	26666336256	192198922.67	190549226.67	40.43	69.67	10036.26	false
377	resnetv14_stage3_batchnorm90_fwd	BatchNorm	25278.67	555.00	24723.67	325058560	50683360.00	55835872.00	90.00	3.05	585.69	true
378	add_resnetv14_stage3_activation29	add_relu	16372.00	740.00	15632.00	51380224	2932693.33	3492032.00	95.60	8.00	69.43	true
379	resnetv14_stage3_conv91_fwd	Convolution	1486044.33	2248.67	1483795.67	26396590080	208612768.00	88849504.00	29.08	88.74	11738.77	false
380	resnetv14_stage3_batchnorm91_fwd	BatchNorm	6439.67	142.00	6297.67	81264640	51919413.33	56005482.67	88.10	0.75	572.29	true
381	resnetv14_stage3_relu60_fwd	Activation	2837.00	136.00	2701.00	25690112	51380586.67	51371178.67	95.70	0.25	188.90	true
382	resnetv14_stage3_conv92_fwd	Convolution	3405755.67	2054.67	3403701.00	19891552256	290171488.00	291601930.67	30.77	34.19	9681.16	false
383	resnetv14_stage3_batchnorm92_fwd	BatchNorm	6320.33	143.00	6177.33	81264640	51771648.00	55952330.67	88.10	0.75	568.28	true
384	resnetv14_stage3_relu61_fwd	Activation	2772.33	136.00	2636.33	25690112	51380576.00	51369941.33	95.70	0.25	188.90	true
385	resnetv14_stage3_conv93_fwd	Convolution	1426132.67	2655.00	1423477.67	26666336256	194828032.00	191058058.67	40.44	69.10	10043.82	false
386	resnetv14_stage3_batchnorm93_fwd	BatchNorm	24832.33	555.00	24277.33	325058560	53968469.33	59340192.00	90.00	2.87	585.69	true
387	add_resnetv14_stage3_activation30	add_relu	16244.33	741.00	15503.33	51380224	4970026.67	5491744.00	95.70	4.91	69.34	true
388	resnetv14_stage3_conv94_fwd	Convolution	1483894.33	2249.00	1481645.33	26396590080	215386634.67	88900405.33	29.04	86.75	11737.03	false
389	resnetv14_stage3_batchnorm94_fwd	BatchNorm	6317.67	142.67	6175.00	81264640	51941504.00	56009184.00	88.10	0.75	569.61	true
390	resnetv14_stage3_relu62_fwd	Activation	2746.67	136.33	2610.33	25690112	51381098.67	51372864.00	95.70	0.25	188.44	true
391	resnetv14_stage3_conv95_fwd	Convolution	3405403.67	2070.00	3403333.67	19891552256	287008202.67	291562496.00	30.74	34.38	9609.44	false
392	resnetv14_stage3_batchnorm95_fwd	BatchNorm	6344.33	143.00	6201.33	81264640	51766357.33	55948522.67	88.10	0.75	568.28	true
393	resnetv14_stage3_relu63_fwd	Activation	2750.00	137.00	2613.00	25690112	51380576.00	51372320.00	95.70	0.25	187.52	true
394	resnetv14_stage3_conv96_fwd	Convolution	1427339.00	2651.00	1424688.00	26666336256	198713312.00	194639893.33	40.46	67.79	10058.97	false
395	resnetv14_stage3_batchnorm96_fwd	BatchNorm	25640.00	555.00	25085.00	325058560	64757077.33	69824085.33	90.20	2.42	585.69	true
396	add_resnetv14_stage3_activation31	add_relu	16332.33	740.00	15592.33	51380224	435680.00	630037.33	95.60	48.21	69.43	false
397	resnetv14_stage3_conv97_fwd	Convolution	1484529.67	2248.00	1482281.67	26396590080	213439370.67	88888448.00	29.15	87.31	11742.26	false
398	resnetv14_stage3_batchnorm97_fwd	BatchNorm	6356.33	142.67	6213.67	81264640	51949920.00	56007840.00	88.10	0.75	569.61	true
399	resnetv14_stage3_relu64_fwd	Activation	2806.67	136.67	2670.00	25690112	51380586.67	51377898.67	95.70	0.25	187.98	true
400	resnetv14_stage3_conv98_fwd	Convolution	3402746.00	2056.67	3400689.33	19891552256	288639018.67	291207968.00	30.79	34.30	9671.74	false
401	resnetv14_stage3_batchnorm98_fwd	BatchNorm	6311.00	143.00	6168.00	81264640	51780309.33	55944842.67	88.10	0.75	568.28	true
402	resnetv14_stage3_relu65_fwd	Activation	2775.33	136.67	2638.67	25690112	51380576.00	51371413.33	95.80	0.25	187.98	true
403	resnetv14_stage3_conv99_fwd	Convolution	1423942.67	2651.67	1421291.00	26666336256	191796160.00	189615754.67	40.51	69.91	10056.44	false
404	resnetv14_stage3_batchnorm99_fwd	BatchNorm	24792.00	555.00	24237.00	325058560	59366805.33	63990698.67	90.00	2.64	585.69	true
405	add_resnetv14_stage3_activation32	add_relu	16137.00	741.00	15396.00	51380224	5444213.33	5973066.67	95.70	4.50	69.34	true
406	resnetv14_stage3_conv100_fwd	Convolution	1483090.33	2252.00	1480838.33	26396590080	210818048.00	88932533.33	29.05	88.06	11721.40	false
407	resnetv14_stage3_batchnorm100_fwd	BatchNorm	6344.67	142.00	6202.67	81264640	51945152.00	56018112.00	88.10	0.75	572.29	true
408	resnetv14_stage3_relu66_fwd	Activation	2718.33	136.33	2582.00	25690112	51380586.67	51374858.67	95.70	0.25	188.44	true
409	resnetv14_stage3_conv101_fwd	Convolution	3399051.67	2055.33	3396996.33	19891552256	290776256.00	290717056.00	30.77	34.21	9678.02	false
410	resnetv14_stage3_batchnorm101_fwd	BatchNorm	6325.00	143.00	6182.00	81264640	51762496.00	55941984.00	88.10	0.75	568.28	true
411	resnetv14_stage3_relu67_fwd	Activation	2746.33	137.00	2609.33	25690112	51380576.00	51374101.33	95.70	0.25	187.52	true
412	resnetv14_stage3_conv102_fwd	Convolution	1423371.67	2651.67	1420720.00	26666336256	192487744.00	188313440.00	40.48	70.03	10056.44	false
413	resnetv14_stage3_batchnorm102_fwd	BatchNorm	25290.67	554.33	24736.33	325058560	57154016.00	60492725.33	90.00	2.76	586.40	true
414	add_resnetv14_stage3_activation33	add_relu	16167.33	739.67	15427.67	51380224	4805621.33	5346133.33	95.60	5.06	69.46	true
415	resnetv14_stage3_conv103_fwd	Convolution	1485417.00	2247.00	1483170.00	26396590080	209260693.33	88886208.00	29.08	88.54	11747.48	false
416	resnetv14_stage3_batchnorm103_fwd	BatchNorm	6284.33	142.33	6142.00	81264640	51949674.67	56006464.00	88.10	0.75	570.95	true
417	resnetv14_stage3_relu68_fwd	Activation	2777.00	136.33	2640.67	25690112	51380586.67	51369845.33	95.80	0.25	188.44	true
418	resnetv14_stage3_conv104_fwd	Convolution	3403434.67	2063.67	3401371.00	19891552256	288246624.00	291756362.67	30.76	34.30	9638.94	false
419	resnetv14_stage3_batchnorm104_fwd	BatchNorm	6274.33	143.00	6131.33	81264640	51750581.33	55950218.67	88.10	0.75	568.28	true
420	resnetv14_stage3_relu69_fwd	Activation	2765.33	137.00	2628.33	25690112	51380597.33	51368352.00	95.70	0.25	187.52	true
421	resnetv14_stage3_conv105_fwd	Convolution	1422879.33	2656.00	1420223.33	26666336256	195798549.33	195385664.00	40.48	68.17	10040.04	false
422	resnetv14_stage3_batchnorm105_fwd	BatchNorm	24774.00	555.33	24218.67	325058560	49655242.67	54689781.33	90.10	3.12	585.34	true
423	add_resnetv14_stage3_activation34	add_relu	16199.67	741.00	15458.67	51380224	3694048.00	4264725.33	95.70	6.46	69.34	true
424	resnetv14_stage3_conv106_fwd	Convolution	1483514.00	2250.33	1481263.67	26396590080	207265365.33	88925930.67	29.17	89.12	11730.08	false
425	resnetv14_stage3_batchnorm106_fwd	BatchNorm	6334.00	142.33	6191.67	81264640	51942485.33	56008960.00	88.10	0.75	570.95	true
426	resnetv14_stage3_relu70_fwd	Activation	2785.67	136.33	2649.33	25690112	51380576.00	51371392.00	95.70	0.25	188.44	true
427	resnetv14_stage3_conv107_fwd	Convolution	3404469.33	2055.33	3402414.00	19891552256	288719904.00	291956501.33	30.78	34.26	9678.02	false
428	resnetv14_stage3_batchnorm107_fwd	BatchNorm	6378.67	143.00	6235.67	81264640	51769888.00	55937013.33	88.20	0.75	568.28	true
429	resnetv14_stage3_relu71_fwd	Activation	2749.00	136.67	2612.33	25690112	51380586.67	51373845.33	95.70	0.25	187.98	true
430	resnetv14_stage3_conv108_fwd	Convolution	1424543.67	2652.00	1421891.67	26666336256	199524032.00	193814325.33	40.53	67.79	10055.18	false
431	resnetv14_stage3_batchnorm108_fwd	BatchNorm	25186.00	555.00	24631.00	325058560	60387882.67	65148618.67	90.20	2.59	585.69	true
432	add_resnetv14_stage3_activation35	add_relu	16148.00	739.67	15408.33	51380224	3954709.33	4494560.00	95.60	6.08	69.46	true
433	resnetv14_stage4_conv0_fwd	Convolution	915780.67	1293.67	914487.00	13198295040	219300725.33	39976832.00	26.82	50.90	10202.24	false
434	resnetv14_stage4_batchnorm0_fwd	BatchNorm	6305.33	219.33	6086.00	44957696	25709877.33	28173920.00	20.50	0.83	204.97	true
435	resnetv14_stage4_relu0_fwd	Activation	1365.67	69.67	1296.00	12845056	25690464.00	25695050.67	94.40	0.25	184.38	true
436	resnetv14_stage4_conv1_fwd	Convolution	4190036.00	1984.67	4188051.33	19926876160	169957610.67	184255829.33	29.23	56.26	10040.42	false
437	resnetv14_stage4_batchnorm1_fwd	BatchNorm	6480.00	219.33	6260.67	44957696	25426592.00	27554848.00	19.60	0.85	204.97	true
438	resnetv14_stage4_relu1_fwd	Activation	1404.00	70.00	1334.00	12845056	25690464.00	25692309.33	94.60	0.25	183.50	true
439	resnetv14_stage4_conv2_fwd	Convolution	1727811.67	2471.67	1725340.00	26486505472	208220672.00	181968021.33	33.12	67.88	10716.05	false
440	resnetv14_stage4_batchnorm2_fwd	BatchNorm	25242.33	863.67	24378.67	179830784	8324533.33	18146816.00	20.90	6.79	208.22	true
441	resnetv14_stage4_conv3_fwd	Convolution	3560864.00	4372.67	3556491.33	52664729600	276506848.00	47319936.00	16.09	162.63	12044.08	false
442	resnetv14_stage4_batchnorm3_fwd	BatchNorm	25363.67	863.00	24500.67	179830784	8384757.33	18305546.67	19.90	6.74	208.38	true
443	add_resnetv14_stage4_activation0	add_relu	8099.00	372.00	7727.00	25690112	205521152.00	102459370.67	93.60	0.08	69.06	true
444	resnetv14_stage4_conv4_fwd	Convolution	1785811.67	2557.67	1783254.00	26351632384	152540309.33	40402080.00	25.93	136.58	10303.00	false
445	resnetv14_stage4_batchnorm4_fwd	BatchNorm	6335.67	219.00	6116.67	44957696	25710048.00	28166997.33	19.80	0.83	205.29	true
446	resnetv14_stage4_relu2_fwd	Activation	1371.33	69.33	1302.00	12845056	25690464.00	25695146.67	94.50	0.25	185.27	true
447	resnetv14_stage4_conv5_fwd	Convolution	4181044.00	1985.00	4179059.00	19926876160	166317514.67	183873930.67	29.22	56.90	10038.72	false
448	resnetv14_stage4_batchnorm5_fwd	BatchNorm	6401.67	219.33	6182.33	44957696	25425034.67	27496949.33	19.60	0.85	204.97	true
449	resnetv14_stage4_relu3_fwd	Activation	1360.33	70.00	1290.33	12845056	25690464.00	25696789.33	94.40	0.25	183.50	true
450	resnetv14_stage4_conv6_fwd	Convolution	1719869.00	2475.33	1717393.67	26486505472	206525226.67	181390773.33	33.11	68.28	10700.18	false
451	resnetv14_stage4_batchnorm6_fwd	BatchNorm	25289.33	864.00	24425.33	179830784	8514688.00	18585920.00	20.30	6.64	208.14	true
452	add_resnetv14_stage4_activation1	add_relu	8159.33	372.00	7787.33	25690112	205521152.00	102454325.33	93.60	0.08	69.06	true
453	resnetv14_stage4_conv7_fwd	Convolution	1782680.00	2558.33	1780121.67	26351632384	152255829.33	40355744.00	25.94	136.81	10300.31	false
454	resnetv14_stage4_batchnorm7_fwd	BatchNorm	6354.67	219.33	6135.33	44957696	25704522.67	28182613.33	20.30	0.83	204.97	true
455	resnetv14_stage4_relu4_fwd	Activation	1369.33	70.00	1299.33	12845056	25690464.00	25685536.00	94.30	0.25	183.50	true
456	resnetv14_stage4_conv8_fwd	Convolution	4181487.67	1985.00	4179502.67	19926876160	169517440.00	182027701.33	29.30	56.68	10038.73	false
457	resnetv14_stage4_batchnorm8_fwd	BatchNorm	6487.00	219.33	6267.67	44957696	25421952.00	27579744.00	19.50	0.85	204.97	true
458	resnetv14_stage4_relu5_fwd	Activation	1358.00	69.67	1288.33	12845056	25690464.00	25686165.33	94.50	0.25	184.38	true
459	resnetv14_stage4_conv9_fwd	Convolution	1721882.67	2469.33	1719413.33	26486505472	206466677.33	181700106.67	33.11	68.23	10726.18	false
460	resnetv14_stage4_batchnorm9_fwd	BatchNorm	25483.67	864.00	24619.67	179830784	8331157.33	18184309.33	21.70	6.78	208.14	true
461	add_resnetv14_stage4_activation2	add_relu	8207.33	372.00	7835.33	25690112	205521152.00	102534154.67	93.60	0.08	69.06	true
462	resnetv14_pool1_fwd	Pooling	33757.00	233.33	33523.67	32017408	172494282.67	5624234.67	60.80	0.18	137.22	true
463	resnetv14_dense0_fwd	FullyConnected	58064.00	145.00	57919.00	1078192128	10710560.00	224661.33	14.47	98.60	7435.81	false

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