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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	resnetv24_conv0_fwd	Convolution	4121771.67	5137.00	4116634.67	62889394176	11325322.67	288035552.00	12.70	210.08	12242.44	false
2	resnetv24_batchnorm1_fwd	BatchNorm	199910.67	2108.33	197802.33	1241513984	143455712.00	570948160.00	95.40	1.74	588.86	true
3	resnetv24_relu0_fwd	Activation	42842.00	2286.00	40556.00	411041792	142553173.33	564679306.67	99.90	0.58	179.81	true
4	resnetv24_pool0_fwd	Pooling	649398.00	1663.00	647735.00	51380224	179586197.33	140975904.00	72.30	0.16	30.90	true
5	resnetv24_stage1_batchnorm0_fwd	BatchNorm	50910.00	513.00	50397.00	316669952	96342346.67	95608896.00	87.20	1.65	617.29	true
6	resnetv24_stage1_activation0	Activation	10799.67	538.00	10261.67	102760448	70648128.00	70623712.00	98.70	0.73	191.00	true
7	resnetv24_stage1_conv0_fwd	Convolution	482001.00	589.67	481411.33	6679429120	19272522.67	19292405.33	24.40	173.20	11327.48	false
8	resnetv24_stage1_batchnorm1_fwd	BatchNorm	14578.00	515.00	14063.00	316669952	90986101.33	91038506.67	87.80	1.74	614.89	true
9	resnetv24_stage1_activation1	Activation	10858.67	541.00	10317.67	102760448	82422762.67	81324928.00	98.70	0.63	189.95	true
10	resnetv24_stage1_conv1_fwd	Convolution	3979356.33	2969.00	3976387.33	31855976448	76208405.33	144175584.00	24.76	144.55	10729.53	false
11	resnetv24_stage1_batchnorm2_fwd	BatchNorm	14637.00	515.00	14122.00	316669952	89918282.67	88907925.33	87.30	1.77	614.89	true
12	resnetv24_stage1_activation2	Activation	10975.00	543.00	10432.00	102760448	65296021.33	66345216.00	98.80	0.78	189.25	true
13	resnetv24_stage1_conv2_fwd	Convolution	1587013.00	2297.33	1584715.67	26717716480	128382517.33	535229205.33	24.77	40.26	11629.88	false
14	resnetv24_stage1_conv3_fwd	Convolution	1584391.33	2296.67	1582094.67	26717716480	129234026.67	536585984.00	24.78	40.13	11633.26	false
15	resnetv24_stage1__plus0	elemwise_add	52588.33	2983.00	49605.33	205520896	198966944.00	496018709.33	97.50	0.30	68.90	true
16	resnetv24_stage1_batchnorm3_fwd	BatchNorm	58001.33	2041.33	55960.00	1266679808	144946410.67	576014197.33	87.40	1.76	620.52	true
17	resnetv24_stage1_activation3	Activation	43206.00	2303.33	40902.67	411041792	139685173.33	559147146.67	99.90	0.59	178.46	true
18	resnetv24_stage1_conv4_fwd	Convolution	1686046.33	2065.67	1683980.67	26409435136	145854645.33	142931360.00	24.87	91.45	12784.94	false
19	resnetv24_stage1_batchnorm4_fwd	BatchNorm	14541.33	515.00	14026.33	316669952	90989578.67	92043776.00	87.30	1.73	614.89	true
20	resnetv24_stage1_activation4	Activation	10897.00	541.00	10356.00	102760448	66366538.67	64204842.67	98.70	0.79	189.95	true
21	resnetv24_stage1_conv5_fwd	Convolution	3966288.67	2961.33	3963327.33	31855976448	76841130.67	144153738.67	24.77	144.15	10757.31	false
22	resnetv24_stage1_batchnorm5_fwd	BatchNorm	14567.00	515.00	14052.00	316669952	94199690.67	92085301.33	87.20	1.70	614.89	true
23	resnetv24_stage1_activation5	Activation	11010.33	540.67	10469.67	102760448	72789120.00	70624821.33	98.70	0.72	190.06	true
24	resnetv24_stage1_conv6_fwd	Convolution	1589274.00	2295.33	1586978.67	26717716480	130590880.00	541808352.00	24.78	39.73	11640.02	false
25	resnetv24_stage1__plus1	elemwise_add	52757.33	2982.33	49775.00	205520896	199237962.67	499031936.00	97.60	0.29	68.91	true
26	resnetv24_stage1_batchnorm6_fwd	BatchNorm	57605.00	2041.33	55563.67	1266679808	145715840.00	579945760.00	87.40	1.75	620.52	true
27	resnetv24_stage1_activation6	Activation	42947.00	2271.67	40675.33	411041792	141281898.67	561686058.67	99.90	0.58	180.94	true
28	resnetv24_stage1_conv7_fwd	Convolution	1682053.00	2071.33	1679981.67	26409435136	147901162.67	143870250.67	24.87	90.51	12749.97	false
29	resnetv24_stage1_batchnorm7_fwd	BatchNorm	14534.67	515.00	14019.67	316669952	101691466.67	101699040.00	87.30	1.56	614.89	true
30	resnetv24_stage1_activation7	Activation	10781.33	542.33	10239.00	102760448	63155178.67	65274112.00	98.70	0.80	189.48	true
31	resnetv24_stage1_conv8_fwd	Convolution	3975010.00	2959.67	3972050.33	31855976448	77060949.33	144608458.67	24.77	143.71	10763.37	false
32	resnetv24_stage1_batchnorm8_fwd	BatchNorm	14521.33	515.00	14006.33	316669952	89917024.00	88914122.67	87.20	1.77	614.89	true
33	resnetv24_stage1_activation8	Activation	10754.33	540.67	10213.67	102760448	68509674.67	67413973.33	98.70	0.76	190.06	true
34	resnetv24_stage1_conv9_fwd	Convolution	1582824.67	2294.33	1580530.33	26717716480	129491477.33	538096832.00	24.77	40.02	11645.09	false
35	resnetv24_stage1__plus2	elemwise_add	52519.67	2981.33	49538.33	205520896	200242976.00	498001600.00	97.50	0.29	68.94	true
36	resnetv24_stage2_batchnorm0_fwd	BatchNorm	57874.33	2042.00	55832.33	1266679808	144742389.33	576523125.33	87.40	1.76	620.31	true
37	resnetv24_stage2_activation0	Activation	42801.33	2283.33	40518.00	411041792	139474250.67	556375850.67	99.90	0.59	180.02	true
38	resnetv24_stage2_conv0_fwd	Convolution	3119071.67	4089.00	3114982.67	52818870272	146208650.67	180143605.33	17.89	161.85	12917.31	false
39	resnetv24_stage2_batchnorm1_fwd	BatchNorm	29423.33	1023.00	28400.33	633339904	61087872.00	122720458.67	87.30	3.45	619.10	true
40	resnetv24_stage2_activation1	Activation	21649.67	1094.33	20555.33	205520896	66022485.33	132749728.00	99.10	1.03	187.80	true
41	resnetv24_stage2_conv1_fwd	Convolution	3588193.00	4579.67	3583613.33	59241398272	33971562.67	38366698.67	15.09	818.95	12935.74	false
42	resnetv24_stage2_batchnorm2_fwd	BatchNorm	7214.00	260.67	6953.33	162529280	102763573.33	102761226.67	83.50	0.79	623.51	true
43	resnetv24_stage2_activation2	Activation	5482.67	269.33	5213.33	51380224	102760800.00	102532480.00	97.50	0.25	190.77	true
44	resnetv24_stage2_conv2_fwd	Convolution	1483926.67	2116.67	1481810.00	26512195584	140926666.67	279800298.67	24.87	63.02	12525.44	false
45	resnetv24_stage2_conv3_fwd	Convolution	2928076.33	4344.33	2923732.00	52818870272	156026997.33	166593440.00	16.19	163.72	12158.11	false
46	resnetv24_stage2__plus0	elemwise_add	26177.33	1476.00	24701.33	102760448	202778218.67	210210432.00	96.50	0.25	69.62	true
47	resnetv24_stage2_batchnorm3_fwd	BatchNorm	28820.00	1037.67	27782.33	650117120	62652053.33	125741685.33	84.70	3.45	626.52	true
48	resnetv24_stage2_activation3	Activation	21670.67	1098.00	20572.67	205520896	65817973.33	132302997.33	99.20	1.04	187.18	true
49	resnetv24_stage2_conv4_fwd	Convolution	1563816.00	2112.00	1561704.00	26358054912	142807882.67	66233877.33	24.87	126.09	12480.14	false
50	resnetv24_stage2_batchnorm4_fwd	BatchNorm	7196.67	260.33	6936.33	162529280	102763317.33	102721909.33	83.50	0.79	624.31	true
51	resnetv24_stage2_activation4	Activation	5445.67	270.00	5175.67	51380224	102760800.00	102526741.33	97.50	0.25	190.30	true
52	resnetv24_stage2_conv5_fwd	Convolution	3561917.67	1995.67	3559922.00	15874392064	294359466.67	388058080.00	29.54	23.26	7954.43	false
53	resnetv24_stage2_batchnorm5_fwd	BatchNorm	8202.33	261.00	7941.33	162529280	102764853.33	103018666.67	83.50	0.79	622.72	true
54	resnetv24_stage2_activation5	Activation	5425.67	269.33	5156.33	51380224	102761056.00	102530698.67	97.50	0.25	190.77	true
55	resnetv24_stage2_conv6_fwd	Convolution	1495550.33	2117.00	1493433.33	26512195584	142997610.67	280510048.00	24.87	62.60	12523.47	false
56	resnetv24_stage2__plus1	elemwise_add	26235.00	1477.67	24757.33	102760448	200863306.67	208511882.67	96.50	0.25	69.54	true
57	resnetv24_stage2_batchnorm6_fwd	BatchNorm	28913.67	1036.33	27877.33	650117120	59786101.33	120009760.00	84.70	3.62	627.32	true
58	resnetv24_stage2_activation6	Activation	21505.00	1091.00	20414.00	205520896	65545066.67	131783424.00	99.20	1.04	188.38	true
59	resnetv24_stage2_conv7_fwd	Convolution	1555205.33	2111.33	1553094.00	26358054912	143548960.00	66195221.33	24.87	125.67	12484.08	false
60	resnetv24_stage2_batchnorm7_fwd	BatchNorm	7202.00	260.00	6942.00	162529280	102763530.67	102731242.67	83.50	0.79	625.11	true
61	resnetv24_stage2_activation7	Activation	5462.67	270.00	5192.67	51380224	102760800.00	102536597.33	97.50	0.25	190.30	true
62	resnetv24_stage2_conv8_fwd	Convolution	3554066.00	1966.00	3552100.00	15874392064	294245728.00	387872906.67	29.22	23.27	8074.46	false
63	resnetv24_stage2_batchnorm8_fwd	BatchNorm	7297.67	261.00	7036.67	162529280	102764128.00	103014080.00	83.50	0.79	622.72	true
64	resnetv24_stage2_activation8	Activation	5438.00	270.33	5167.67	51380224	102760800.00	102531712.00	97.50	0.25	190.06	true
65	resnetv24_stage2_conv9_fwd	Convolution	1480062.67	2115.33	1477947.33	26512195584	140676352.00	279745077.33	24.87	63.06	12533.34	false
66	resnetv24_stage2__plus2	elemwise_add	26492.00	1476.00	25016.00	102760448	200024405.33	208416064.00	96.50	0.25	69.62	true
67	resnetv24_stage2_batchnorm9_fwd	BatchNorm	28909.00	1036.33	27872.67	650117120	62067082.67	124606005.33	84.60	3.48	627.32	true
68	resnetv24_stage2_activation9	Activation	21810.67	1096.67	20714.00	205520896	66034773.33	132731968.00	99.10	1.03	187.41	true
69	resnetv24_stage2_conv10_fwd	Convolution	1562225.33	2111.33	1560114.00	26358054912	145500821.33	67874058.67	24.87	123.53	12484.08	false
70	resnetv24_stage2_batchnorm10_fwd	BatchNorm	7186.33	260.00	6926.33	162529280	102763189.33	102712800.00	83.50	0.79	625.11	true
71	resnetv24_stage2_activation10	Activation	5457.00	270.00	5187.00	51380224	102760800.00	102536554.67	97.50	0.25	190.30	true
72	resnetv24_stage2_conv11_fwd	Convolution	3564614.33	1970.33	3562644.00	15874392064	290565141.33	382911210.67	29.19	23.57	8056.71	false
73	resnetv24_stage2_batchnorm11_fwd	BatchNorm	7266.67	261.00	7005.67	162529280	102764426.67	103019285.33	83.50	0.79	622.72	true
74	resnetv24_stage2_activation11	Activation	5455.33	270.00	5185.33	51380224	102760800.00	102532245.33	97.50	0.25	190.30	true
75	resnetv24_stage2_conv12_fwd	Convolution	1490271.67	2116.67	1488155.00	26512195584	141202762.67	281196234.67	24.87	62.77	12525.44	false
76	resnetv24_stage2__plus3	elemwise_add	26260.33	1476.67	24783.67	102760448	201028864.00	208236010.67	96.50	0.25	69.59	true
77	resnetv24_stage2_batchnorm12_fwd	BatchNorm	28989.00	1036.00	27953.00	650117120	61527520.00	123504352.00	84.70	3.51	627.53	true
78	resnetv24_stage2_activation12	Activation	21618.33	1096.00	20522.33	205520896	66415733.33	133512042.67	99.10	1.03	187.52	true
79	resnetv24_stage2_conv13_fwd	Convolution	1558435.33	2112.33	1556323.00	26358054912	144751594.67	66308533.33	24.87	124.88	12478.17	false
80	resnetv24_stage2_batchnorm13_fwd	BatchNorm	7217.00	260.67	6956.33	162529280	102762933.33	102717866.67	83.50	0.79	623.51	true
81	resnetv24_stage2_activation13	Activation	5421.00	270.33	5150.67	51380224	102760800.00	102536000.00	97.50	0.25	190.06	true
82	resnetv24_stage2_conv14_fwd	Convolution	3557291.33	1970.00	3555321.33	15874392064	293252373.33	385565792.00	29.22	23.39	8058.07	false
83	resnetv24_stage2_batchnorm14_fwd	BatchNorm	7285.00	260.67	7024.33	162529280	102763616.00	103007893.33	83.60	0.79	623.51	true
84	resnetv24_stage2_activation14	Activation	5422.67	269.67	5153.00	51380224	102760800.00	102538965.33	97.50	0.25	190.53	true
85	resnetv24_stage2_conv15_fwd	Convolution	1481055.67	2115.00	1478940.67	26512195584	140624586.67	277012170.67	24.87	63.48	12535.32	false
86	resnetv24_stage2__plus4	elemwise_add	26367.67	1475.67	24892.00	102760448	200875829.33	210792522.67	96.50	0.25	69.64	true
87	resnetv24_stage2_batchnorm15_fwd	BatchNorm	28728.33	1036.67	27691.67	650117120	62008981.33	124467125.33	84.60	3.49	627.12	true
88	resnetv24_stage2_activation15	Activation	21628.00	1089.67	20538.33	205520896	65207424.00	131119850.67	99.20	1.05	188.61	true
89	resnetv24_stage2_conv16_fwd	Convolution	1562123.00	2111.00	1560012.00	26358054912	145485792.00	66350570.67	24.87	124.43	12486.05	false
90	resnetv24_stage2_batchnorm16_fwd	BatchNorm	7202.00	260.33	6941.67	162529280	102763146.67	102705173.33	83.50	0.79	624.31	true
91	resnetv24_stage2_activation16	Activation	5425.33	269.67	5155.67	51380224	102760800.00	102529653.33	97.50	0.25	190.53	true
92	resnetv24_stage2_conv17_fwd	Convolution	3563309.00	1969.33	3561339.67	15874392064	290573120.00	382813088.00	29.26	23.57	8060.80	false
93	resnetv24_stage2_batchnorm17_fwd	BatchNorm	7262.33	261.00	7001.33	162529280	102764042.67	103011178.67	83.50	0.79	622.72	true
94	resnetv24_stage2_activation17	Activation	5445.33	269.33	5176.00	51380224	102760800.00	102536757.33	97.50	0.25	190.77	true
95	resnetv24_stage2_conv18_fwd	Convolution	1494036.33	2116.33	1491920.00	26512195584	141528554.67	279722517.33	24.87	62.94	12527.42	false
96	resnetv24_stage2__plus5	elemwise_add	26242.67	1477.00	24765.67	102760448	202355509.33	209671242.67	96.50	0.25	69.57	true
97	resnetv24_stage2_batchnorm18_fwd	BatchNorm	28903.67	1036.33	27867.33	650117120	61792245.33	124030986.67	84.60	3.50	627.32	true
98	resnetv24_stage2_activation18	Activation	21668.33	1091.67	20576.67	205520896	66115232.00	132912864.00	99.20	1.03	188.26	true
99	resnetv24_stage2_conv19_fwd	Convolution	1554586.67	2113.67	1552473.00	26358054912	144077205.33	66376629.33	24.87	125.24	12470.30	false
100	resnetv24_stage2_batchnorm19_fwd	BatchNorm	7205.00	260.00	6945.00	162529280	102762762.67	102727957.33	83.50	0.79	625.11	true
101	resnetv24_stage2_activation19	Activation	5423.67	268.33	5155.33	51380224	102760800.00	102535264.00	97.50	0.25	191.48	true
102	resnetv24_stage2_conv20_fwd	Convolution	3555773.33	1967.67	3553805.67	15874392064	293422272.00	386557077.33	29.27	23.35	8067.63	false
103	resnetv24_stage2_batchnorm20_fwd	BatchNorm	7281.00	261.00	7020.00	162529280	102763701.33	103007349.33	83.50	0.79	622.72	true
104	resnetv24_stage2_activation20	Activation	5438.67	269.33	5169.33	51380224	102760800.00	102536000.00	97.50	0.25	190.77	true
105	resnetv24_stage2_conv21_fwd	Convolution	1480513.33	2118.33	1478395.00	26512195584	141130816.00	280068448.00	24.87	62.94	12515.59	false
106	resnetv24_stage2__plus6	elemwise_add	26399.67	1475.67	24924.00	102760448	203090368.00	210106506.67	96.50	0.25	69.64	true
107	resnetv24_stage2_batchnorm21_fwd	BatchNorm	28911.33	1036.67	27874.67	650117120	62265301.33	125004800.00	84.60	3.47	627.12	true
108	resnetv24_stage2_activation21	Activation	21480.00	1104.67	20375.33	205520896	65469248.00	131618058.67	99.20	1.04	186.05	true
109	resnetv24_stage2_conv22_fwd	Convolution	1558557.67	2111.67	1556446.00	26358054912	142713589.33	66586570.67	24.87	125.93	12482.11	false
110	resnetv24_stage2_batchnorm22_fwd	BatchNorm	7190.67	260.00	6930.67	162529280	102763573.33	102729120.00	83.50	0.79	625.11	true
111	resnetv24_stage2_activation22	Activation	5455.00	269.67	5185.33	51380224	102760800.00	102532096.00	97.50	0.25	190.53	true
112	resnetv24_stage2_conv23_fwd	Convolution	3559376.67	1966.33	3557410.33	15874392064	291761066.67	383845461.33	29.30	23.50	8073.09	false
113	resnetv24_stage2_batchnorm23_fwd	BatchNorm	7274.00	261.00	7013.00	162529280	102763914.67	103016064.00	83.50	0.79	622.72	true
114	resnetv24_stage2_activation23	Activation	5435.33	269.67	5165.67	51380224	102760800.00	102533888.00	97.50	0.25	190.53	true
115	resnetv24_stage2_conv24_fwd	Convolution	1492590.67	2117.67	1490473.00	26512195584	140899050.67	283458026.67	24.87	62.48	12519.54	false
116	resnetv24_stage2__plus7	elemwise_add	26243.33	1477.67	24765.67	102760448	202219669.33	206381002.67	96.50	0.25	69.54	true
117	resnetv24_stage3_batchnorm0_fwd	BatchNorm	28915.00	1036.00	27879.00	650117120	62432746.67	125338912.00	84.60	3.46	627.53	true
118	resnetv24_stage3_activation0	Activation	21643.33	1094.67	20548.67	205520896	64542624.00	129783392.00	99.10	1.06	187.75	true
119	resnetv24_stage3_conv0_fwd	Convolution	2876998.33	4168.67	2872829.67	52716109824	142706485.33	87065173.33	17.59	229.43	12645.80	false
120	resnetv24_stage3_batchnorm1_fwd	BatchNorm	14274.00	518.00	13756.00	325058560	94201802.67	94126549.33	84.10	1.73	627.53	true
121	resnetv24_stage3_activation1	Activation	10907.67	540.33	10367.33	102760448	71718549.33	71638058.67	98.70	0.72	190.18	true
122	resnetv24_stage3_conv1_fwd	Convolution	3415246.67	4681.00	3410565.67	59215708160	69098890.67	20241760.00	14.59	662.81	12650.23	false
123	resnetv24_stage3_batchnorm2_fwd	BatchNorm	6266.00	142.00	6124.00	81264640	51976661.33	55379221.33	88.00	0.76	572.29	true
124	resnetv24_stage3_activation2	Activation	2791.33	136.33	2655.00	25690112	51380832.00	51372458.67	95.80	0.25	188.44	true
125	resnetv24_stage3_conv2_fwd	Convolution	1414332.67	2083.33	1412249.33	26409435136	156599242.67	151956064.00	24.87	85.59	12676.53	false
126	resnetv24_stage3_conv3_fwd	Convolution	2858087.67	4268.33	2853819.33	52716109824	205717984.00	93561770.67	17.09	176.14	12350.51	false
127	resnetv24_stage3__plus0	elemwise_add	13142.67	741.00	12401.67	51380224	4117344.00	4708725.33	95.70	5.82	69.34	true
128	resnetv24_stage3_batchnorm3_fwd	BatchNorm	25299.67	554.33	24745.33	325058560	59372202.67	66289141.33	90.00	2.59	586.40	true
129	resnetv24_stage3_activation3	Activation	10815.33	547.00	10268.33	102760448	76001600.00	74926293.33	98.70	0.68	187.86	true
130	resnetv24_stage3_conv4_fwd	Convolution	1482997.67	2098.33	1480899.33	26332364800	156798880.00	37788746.67	24.77	135.32	12549.18	false
131	resnetv24_stage3_batchnorm4_fwd	BatchNorm	6357.67	143.33	6214.33	81264640	52052128.00	55772192.00	88.30	0.75	566.96	true
132	resnetv24_stage3_activation4	Activation	2779.00	136.67	2642.33	25690112	51380576.00	51369098.67	95.70	0.25	187.98	true
133	resnetv24_stage3_conv5_fwd	Convolution	3412905.67	2059.67	3410846.00	19891552256	287031093.33	291395562.67	30.80	34.39	9657.65	false
134	resnetv24_stage3_batchnorm5_fwd	BatchNorm	6291.67	144.33	6147.33	81264640	51794506.67	55881013.33	88.20	0.75	563.04	true
135	resnetv24_stage3_activation5	Activation	2777.00	136.33	2640.67	25690112	51380576.00	51370997.33	95.80	0.25	188.44	true
136	resnetv24_stage3_conv6_fwd	Convolution	1426822.33	2084.33	1424738.00	26409435136	154938773.33	151237706.67	24.87	86.26	12670.45	false
137	resnetv24_stage3__plus1	elemwise_add	13194.33	741.00	12453.33	51380224	4882549.33	5469034.67	95.60	4.96	69.34	true
138	resnetv24_stage3_batchnorm6_fwd	BatchNorm	24770.67	555.00	24215.67	325058560	57157888.00	63954400.00	90.00	2.68	585.69	true
139	resnetv24_stage3_activation6	Activation	10872.67	541.33	10331.33	102760448	71718549.33	72782666.67	98.70	0.71	189.83	true
140	resnetv24_stage3_conv7_fwd	Convolution	1477130.67	2096.33	1475034.33	26332364800	159772768.00	37724565.33	24.77	133.33	12561.16	false
141	resnetv24_stage3_batchnorm7_fwd	BatchNorm	6284.00	143.00	6141.00	81264640	52040160.00	55745450.67	88.30	0.75	568.28	true
142	resnetv24_stage3_activation7	Activation	2763.67	135.33	2628.33	25690112	51380586.67	51373685.33	95.60	0.25	189.83	true
143	resnetv24_stage3_conv8_fwd	Convolution	3405948.67	2055.67	3403893.00	19891552256	294806133.33	290856480.00	30.79	33.96	9676.45	false
144	resnetv24_stage3_batchnorm8_fwd	BatchNorm	6258.00	143.00	6115.00	81264640	51774474.67	55935989.33	88.20	0.75	568.28	true
145	resnetv24_stage3_activation8	Activation	2772.67	136.33	2636.33	25690112	51380576.00	51370464.00	95.60	0.25	188.44	true
146	resnetv24_stage3_conv9_fwd	Convolution	1418565.00	2087.33	1416477.67	26409435136	155589664.00	151978944.00	24.87	85.87	12652.24	false
147	resnetv24_stage3__plus2	elemwise_add	13213.00	741.00	12472.00	51380224	3854954.67	4445280.00	95.70	6.19	69.34	true
148	resnetv24_stage3_batchnorm9_fwd	BatchNorm	25152.67	555.00	24597.67	325058560	51769397.33	58134944.00	90.00	2.96	585.69	true
149	resnetv24_stage3_activation9	Activation	10795.67	543.67	10252.00	102760448	69577802.67	68506912.00	98.70	0.74	189.01	true
150	resnetv24_stage3_conv10_fwd	Convolution	1483547.67	2098.00	1481449.67	26332364800	160102762.67	37789717.33	24.77	133.06	12551.17	false
151	resnetv24_stage3_batchnorm10_fwd	BatchNorm	6272.00	143.00	6129.00	81264640	52049504.00	55782986.67	88.20	0.75	568.28	true
152	resnetv24_stage3_activation10	Activation	2753.67	136.00	2617.67	25690112	51380576.00	51367829.33	95.80	0.25	188.90	true
153	resnetv24_stage3_conv11_fwd	Convolution	3417490.33	2050.67	3415439.67	19891552256	292784469.33	290588277.33	30.76	34.10	9700.04	false
154	resnetv24_stage3_batchnorm11_fwd	BatchNorm	6307.67	144.00	6163.67	81264640	51770016.00	55912448.00	88.20	0.75	564.34	true
155	resnetv24_stage3_activation11	Activation	2776.67	136.00	2640.67	25690112	51380576.00	51370517.33	95.70	0.25	188.90	true
156	resnetv24_stage3_conv12_fwd	Convolution	1427172.33	2086.00	1425086.33	26409435136	154358624.00	152121376.00	24.87	86.17	12660.32	false
157	resnetv24_stage3__plus3	elemwise_add	13224.00	740.67	12483.33	51380224	128.00	565.33	95.60	74106.13	69.37	false
158	resnetv24_stage3_batchnorm12_fwd	BatchNorm	25052.33	555.00	24497.33	325058560	55055829.33	60483413.33	90.00	2.81	585.69	true
159	resnetv24_stage3_activation12	Activation	10829.33	542.00	10287.33	102760448	73859434.67	74925312.00	98.70	0.69	189.59	true
160	resnetv24_stage3_conv13_fwd	Convolution	1478569.33	2100.00	1476469.33	26332364800	156016117.33	37734090.67	24.67	135.91	12539.22	false
161	resnetv24_stage3_batchnorm13_fwd	BatchNorm	6323.67	143.00	6180.67	81264640	52049994.67	55746101.33	88.20	0.75	568.28	true
162	resnetv24_stage3_activation13	Activation	2761.67	136.33	2625.33	25690112	51380576.00	51372938.67	95.70	0.25	188.44	true
163	resnetv24_stage3_conv14_fwd	Convolution	3415233.67	2054.33	3413179.33	19891552256	287879104.00	291480170.67	30.77	34.33	9682.73	false
164	resnetv24_stage3_batchnorm14_fwd	BatchNorm	6281.67	143.33	6138.33	81264640	51780864.00	55927082.67	88.20	0.75	566.96	true
165	resnetv24_stage3_activation14	Activation	2751.67	136.00	2615.67	25690112	51380576.00	51371434.67	95.70	0.25	188.90	true
166	resnetv24_stage3_conv15_fwd	Convolution	1416228.67	2085.67	1414143.00	26409435136	158454634.67	153182645.33	24.87	84.74	12662.35	false
167	resnetv24_stage3__plus4	elemwise_add	13251.33	741.00	12510.33	51380224	331157.33	515765.33	95.70	60.67	69.34	false
168	resnetv24_stage3_batchnorm15_fwd	BatchNorm	25122.67	555.00	24567.67	325058560	56087061.33	60454698.67	90.10	2.79	585.69	true
169	resnetv24_stage3_activation15	Activation	10788.67	542.67	10246.00	102760448	69578538.67	68503402.67	98.70	0.74	189.36	true
170	resnetv24_stage3_conv16_fwd	Convolution	1481429.67	2097.33	1479332.33	26332364800	159244917.33	37774698.67	24.67	133.65	12555.17	false
171	resnetv24_stage3_batchnorm16_fwd	BatchNorm	6258.67	143.00	6115.67	81264640	52042944.00	55789098.67	88.30	0.75	568.28	true
172	resnetv24_stage3_activation16	Activation	2769.67	136.33	2633.33	25690112	51380576.00	51373365.33	95.80	0.25	188.44	true
173	resnetv24_stage3_conv17_fwd	Convolution	3410553.67	2064.33	3408489.33	19891552256	292951989.33	292068874.67	30.70	34.00	9635.82	false
174	resnetv24_stage3_batchnorm17_fwd	BatchNorm	6313.67	144.00	6169.67	81264640	51779114.67	55910069.33	88.20	0.75	564.34	true
175	resnetv24_stage3_activation17	Activation	2751.33	136.33	2615.00	25690112	51380576.00	51369984.00	95.70	0.25	188.44	true
176	resnetv24_stage3_conv18_fwd	Convolution	1425938.67	2084.67	1423854.00	26409435136	155969056.00	152307573.33	24.87	85.67	12668.42	false
177	resnetv24_stage3__plus5	elemwise_add	13169.00	740.33	12428.67	51380224	4101322.67	4699605.33	95.60	5.84	69.40	true
178	resnetv24_stage3_batchnorm18_fwd	BatchNorm	24734.33	553.67	24180.67	325058560	60449525.33	62810752.00	90.00	2.64	587.10	true
179	resnetv24_stage3_activation18	Activation	10786.67	544.00	10242.67	102760448	69577941.33	70645472.00	98.70	0.73	188.90	true
180	resnetv24_stage3_conv19_fwd	Convolution	1477194.67	2100.00	1475094.67	26332364800	157884288.00	37721482.67	24.77	134.62	12539.22	false
181	resnetv24_stage3_batchnorm19_fwd	BatchNorm	6264.67	143.00	6121.67	81264640	52045589.33	55742282.67	88.30	0.75	568.28	true
182	resnetv24_stage3_activation19	Activation	2745.00	136.00	2609.00	25690112	51380586.67	51366496.00	95.70	0.25	188.90	true
183	resnetv24_stage3_conv20_fwd	Convolution	3405101.67	2052.67	3403049.00	19891552256	291932373.33	292156992.00	30.76	34.06	9690.59	false
184	resnetv24_stage3_batchnorm20_fwd	BatchNorm	6274.00	143.00	6131.00	81264640	51769216.00	55918890.67	88.20	0.75	568.28	true
185	resnetv24_stage3_activation20	Activation	2714.00	136.00	2578.00	25690112	51380576.00	51370592.00	95.70	0.25	188.90	true
186	resnetv24_stage3_conv21_fwd	Convolution	1417471.33	2083.00	1415388.33	26409435136	155892672.00	153878560.00	24.87	85.25	12678.56	false
187	resnetv24_stage3__plus6	elemwise_add	13225.67	740.67	12485.00	51380224	3398176.00	3977589.33	95.70	6.97	69.37	true
188	resnetv24_stage3_batchnorm21_fwd	BatchNorm	25179.67	554.33	24625.33	325058560	57210325.33	60478432.00	90.20	2.76	586.40	true
189	resnetv24_stage3_activation21	Activation	11041.00	540.00	10501.00	102760448	67438101.33	68505738.67	98.70	0.76	190.30	true
190	resnetv24_stage3_conv22_fwd	Convolution	1482188.33	2100.00	1480088.33	26332364800	156241354.67	37742901.33	24.77	135.74	12539.22	false
191	resnetv24_stage3_batchnorm22_fwd	BatchNorm	6337.33	143.33	6194.00	81264640	52033877.33	55784789.33	88.30	0.75	566.96	true
192	resnetv24_stage3_activation22	Activation	2838.67	136.33	2702.33	25690112	51380576.00	51370869.33	95.80	0.25	188.44	true
193	resnetv24_stage3_conv23_fwd	Convolution	3414353.33	2051.00	3412302.33	19891552256	289654464.00	291873248.00	30.75	34.21	9698.47	false
194	resnetv24_stage3_batchnorm23_fwd	BatchNorm	6316.00	144.67	6171.33	81264640	51773376.00	55897173.33	88.20	0.75	561.74	true
195	resnetv24_stage3_activation23	Activation	2757.33	136.00	2621.33	25690112	51380928.00	51372320.00	95.70	0.25	188.90	true
196	resnetv24_stage3_conv24_fwd	Convolution	1426878.33	2088.00	1424790.33	26409435136	157298816.00	152739552.00	24.87	85.18	12648.20	false
197	resnetv24_stage3__plus7	elemwise_add	13183.00	740.00	12443.00	51380224	2819776.00	3411200.00	95.60	8.25	69.43	true
198	resnetv24_stage3_batchnorm24_fwd	BatchNorm	24956.33	554.33	24402.00	325058560	56129610.67	60488458.67	90.20	2.79	586.40	true
199	resnetv24_stage3_activation24	Activation	10780.67	541.33	10239.33	102760448	67437429.33	69576405.33	98.70	0.75	189.83	true
200	resnetv24_stage3_conv25_fwd	Convolution	1477401.00	2099.00	1475302.00	26332364800	156945013.33	37785482.67	24.77	135.22	12545.20	false
201	resnetv24_stage3_batchnorm25_fwd	BatchNorm	6268.00	143.67	6124.33	81264640	52048906.67	55754848.00	88.20	0.75	565.65	true
202	resnetv24_stage3_activation25	Activation	2725.00	136.67	2588.33	25690112	51380576.00	51373386.67	95.70	0.25	187.98	true
203	resnetv24_stage3_conv26_fwd	Convolution	3401879.67	2060.67	3399819.00	19891552256	287753973.33	291802933.33	30.75	34.32	9652.97	false
204	resnetv24_stage3_batchnorm26_fwd	BatchNorm	6323.33	143.67	6179.67	81264640	51776192.00	55925461.33	88.10	0.75	565.65	true
205	resnetv24_stage3_activation26	Activation	2745.33	136.33	2609.00	25690112	51380576.00	51370730.67	95.70	0.25	188.44	true
206	resnetv24_stage3_conv27_fwd	Convolution	1415846.00	2076.67	1413769.33	26409435136	154751957.33	152195744.00	24.87	86.04	12717.22	false
207	resnetv24_stage3__plus8	elemwise_add	13209.67	741.00	12468.67	51380224	4288394.67	4891562.67	95.70	5.60	69.34	true
208	resnetv24_stage3_batchnorm27_fwd	BatchNorm	25108.00	553.67	24554.33	325058560	57210464.00	60479797.33	90.00	2.76	587.10	true
209	resnetv24_stage3_activation27	Activation	10769.67	542.00	10227.67	102760448	64225674.67	64221301.33	98.70	0.80	189.59	true
210	resnetv24_stage3_conv28_fwd	Convolution	1480786.33	2099.67	1478686.67	26332364800	158486773.33	37763018.67	24.77	134.18	12541.21	false
211	resnetv24_stage3_batchnorm28_fwd	BatchNorm	6278.00	143.33	6134.67	81264640	52049408.00	55752426.67	88.30	0.75	566.96	true
212	resnetv24_stage3_activation28	Activation	2740.00	135.67	2604.33	25690112	51380576.00	51368778.67	95.70	0.25	189.36	true
213	resnetv24_stage3_conv29_fwd	Convolution	3413034.33	2058.33	3410976.00	19891552256	291017824.00	291231349.33	30.71	34.16	9663.91	false
214	resnetv24_stage3_batchnorm29_fwd	BatchNorm	6302.67	144.67	6158.00	81264640	51780192.00	55899114.67	88.20	0.75	561.74	true
215	resnetv24_stage3_activation29	Activation	2761.00	136.33	2624.67	25690112	51380576.00	51368725.33	95.80	0.25	188.44	true
216	resnetv24_stage3_conv30_fwd	Convolution	1428295.67	2075.33	1426220.33	26409435136	155059370.67	152364298.67	24.87	85.91	12725.40	false
217	resnetv24_stage3__plus9	elemwise_add	13158.67	740.00	12418.67	51380224	4632405.33	5229045.33	95.70	5.21	69.43	true
218	resnetv24_stage3_batchnorm30_fwd	BatchNorm	24964.00	554.33	24409.67	325058560	56131328.00	59318890.67	90.20	2.82	586.40	true
219	resnetv24_stage3_activation30	Activation	10881.33	540.33	10341.00	102760448	69579989.33	70644992.00	98.70	0.73	190.18	true
220	resnetv24_stage3_conv31_fwd	Convolution	1477525.33	2099.00	1475426.33	26332364800	156876885.33	37801066.67	24.77	135.26	12545.20	false
221	resnetv24_stage3_batchnorm31_fwd	BatchNorm	6362.00	143.33	6218.67	81264640	52043904.00	55769984.00	88.30	0.75	566.96	true
222	resnetv24_stage3_activation31	Activation	2799.00	136.33	2662.67	25690112	51380576.00	51368202.67	95.80	0.25	188.44	true
223	resnetv24_stage3_conv32_fwd	Convolution	3404890.67	2052.33	3402838.33	19891552256	288373173.33	291903296.00	30.76	34.28	9692.17	false
224	resnetv24_stage3_batchnorm32_fwd	BatchNorm	6578.00	143.33	6434.67	81264640	51773024.00	55921525.33	88.20	0.75	566.96	true
225	resnetv24_stage3_activation32	Activation	2845.00	136.33	2708.67	25690112	51380586.67	51371424.00	95.70	0.25	188.44	true
226	resnetv24_stage3_conv33_fwd	Convolution	1412265.00	2079.67	1410185.33	26409435136	155262069.33	154235296.00	24.86	85.33	12698.88	false
227	resnetv24_stage3__plus10	elemwise_add	13252.00	741.00	12511.00	51380224	5311712.00	5910560.00	95.70	4.58	69.34	true
228	resnetv24_stage3_batchnorm33_fwd	BatchNorm	25117.67	555.00	24562.67	325058560	57211370.67	60477728.00	90.10	2.76	585.69	true
229	resnetv24_stage3_activation33	Activation	10787.33	540.33	10247.00	102760448	70648106.67	69577984.00	98.70	0.73	190.18	true
230	resnetv24_stage3_conv34_fwd	Convolution	1479397.67	2100.00	1477297.67	26332364800	156772138.67	37808864.00	24.77	135.33	12539.22	false
231	resnetv24_stage3_batchnorm34_fwd	BatchNorm	6491.00	143.00	6348.00	81264640	52042901.33	55780448.00	88.30	0.75	568.28	true
232	resnetv24_stage3_activation34	Activation	2741.33	136.00	2605.33	25690112	51380576.00	51373888.00	95.70	0.25	188.90	true
233	resnetv24_stage3_conv35_fwd	Convolution	3409335.00	2051.00	3407284.00	19891552256	292813141.33	292018773.33	30.75	34.01	9698.46	false
234	resnetv24_stage3_batchnorm35_fwd	BatchNorm	6317.00	144.00	6173.00	81264640	51782602.67	55893696.00	88.20	0.75	564.34	true
235	resnetv24_stage3_activation35	Activation	2745.00	136.33	2608.67	25690112	51380576.00	51369120.00	95.80	0.25	188.44	true
236	resnetv24_stage3_conv36_fwd	Convolution	1426452.33	2085.33	1424367.00	26409435136	154867210.67	152758229.33	24.87	85.85	12664.37	false
237	resnetv24_stage3__plus11	elemwise_add	13248.00	740.67	12507.33	51380224	2017770.67	2404480.00	95.60	11.62	69.37	true
238	resnetv24_stage3_batchnorm36_fwd	BatchNorm	24935.33	554.33	24381.00	325058560	61531157.33	67465578.67	90.00	2.52	586.40	true
239	resnetv24_stage3_activation36	Activation	10791.00	543.00	10248.00	102760448	67436917.33	66360906.67	98.70	0.77	189.25	true
240	resnetv24_stage3_conv37_fwd	Convolution	1475739.67	2099.67	1473640.00	26332364800	158647317.33	37742229.33	24.77	134.08	12541.22	false
241	resnetv24_stage3_batchnorm37_fwd	BatchNorm	6294.67	143.67	6151.00	81264640	52054752.00	55722688.00	88.20	0.75	565.65	true
242	resnetv24_stage3_activation37	Activation	2774.33	136.67	2637.67	25690112	51380576.00	51365205.33	95.70	0.25	187.98	true
243	resnetv24_stage3_conv38_fwd	Convolution	3400032.67	2054.00	3397978.67	19891552256	290812928.00	291797002.67	30.77	34.14	9684.30	false
244	resnetv24_stage3_batchnorm38_fwd	BatchNorm	6332.67	143.67	6189.00	81264640	51765141.33	55926336.00	88.10	0.75	565.65	true
245	resnetv24_stage3_activation38	Activation	2749.33	136.00	2613.33	25690112	51380576.00	51367968.00	95.70	0.25	188.90	true
246	resnetv24_stage3_conv39_fwd	Convolution	1414750.00	2086.00	1412664.00	26409435136	154712949.33	151797120.00	24.87	86.16	12660.32	false
247	resnetv24_stage3__plus12	elemwise_add	13236.00	741.00	12495.00	51380224	2276149.33	2810069.33	95.70	10.10	69.34	true
248	resnetv24_stage3_batchnorm39_fwd	BatchNorm	25116.00	555.00	24561.00	325058560	59317152.00	65103626.67	90.00	2.61	585.69	true
249	resnetv24_stage3_activation39	Activation	10791.33	543.33	10248.00	102760448	68507264.00	67432469.33	98.70	0.76	189.13	true
250	resnetv24_stage3_conv40_fwd	Convolution	1479881.67	2097.67	1477784.00	26332364800	158603722.67	37777472.00	24.76	134.09	12553.17	false
251	resnetv24_stage3_batchnorm40_fwd	BatchNorm	6265.67	143.33	6122.33	81264640	52050197.33	55758922.67	88.30	0.75	566.96	true
252	resnetv24_stage3_activation40	Activation	2765.00	136.00	2629.00	25690112	51380576.00	51369280.00	95.70	0.25	188.90	true
253	resnetv24_stage3_conv41_fwd	Convolution	3412094.00	2063.33	3410030.67	19891552256	289605738.67	291299242.67	30.72	34.24	9640.50	false
254	resnetv24_stage3_batchnorm41_fwd	BatchNorm	6263.00	144.67	6118.33	81264640	51749845.33	55902112.00	88.20	0.75	561.74	true
255	resnetv24_stage3_activation41	Activation	2745.33	135.67	2609.67	25690112	51380576.00	51368074.67	95.70	0.25	189.36	true
256	resnetv24_stage3_conv42_fwd	Convolution	1426621.33	2085.67	1424535.67	26409435136	154757813.33	151527701.33	24.87	86.22	12662.35	false
257	resnetv24_stage3__plus13	elemwise_add	13187.33	740.33	12447.00	51380224	4258261.33	4879648.00	95.70	5.62	69.40	true
258	resnetv24_stage3_batchnorm42_fwd	BatchNorm	24785.67	554.33	24231.33	325058560	59371882.67	62816309.33	90.00	2.66	586.40	true
259	resnetv24_stage3_activation42	Activation	10858.67	539.33	10319.33	102760448	65296117.33	64227146.67	98.70	0.79	190.53	true
260	resnetv24_stage3_conv43_fwd	Convolution	1476783.67	2097.33	1474686.33	26332364800	156637834.67	37755669.33	24.77	135.46	12555.17	false
261	resnetv24_stage3_batchnorm43_fwd	BatchNorm	6237.67	143.00	6094.67	81264640	52048448.00	55755146.67	88.20	0.75	568.28	true
262	resnetv24_stage3_activation43	Activation	2746.33	136.33	2610.00	25690112	51380576.00	51375008.00	95.60	0.25	188.44	true
263	resnetv24_stage3_conv44_fwd	Convolution	3400760.00	2061.00	3398699.00	19891552256	290043946.67	291795914.67	30.76	34.19	9651.41	false
264	resnetv24_stage3_batchnorm44_fwd	BatchNorm	6331.33	143.00	6188.33	81264640	51767232.00	55927093.33	88.20	0.75	568.28	true
265	resnetv24_stage3_activation44	Activation	2745.00	135.67	2609.33	25690112	51380576.00	51369408.00	95.80	0.25	189.36	true
266	resnetv24_stage3_conv45_fwd	Convolution	1414239.67	2084.33	1412155.33	26409435136	157281173.33	153132213.33	24.87	85.08	12670.45	false
267	resnetv24_stage3__plus14	elemwise_add	13264.33	741.00	12523.33	51380224	3347680.00	3960352.00	95.70	7.03	69.34	true
268	resnetv24_stage3_batchnorm45_fwd	BatchNorm	25072.00	555.00	24517.00	325058560	56083797.33	60458026.67	90.00	2.79	585.69	true
269	resnetv24_stage3_activation45	Activation	10845.33	542.00	10303.33	102760448	68507285.33	67431413.33	98.70	0.76	189.59	true
270	resnetv24_stage3_conv46_fwd	Convolution	1480547.67	2098.00	1478449.67	26332364800	158148704.00	37774901.33	24.67	134.40	12551.17	false
271	resnetv24_stage3_batchnorm46_fwd	BatchNorm	6298.67	143.00	6155.67	81264640	52042346.67	55776682.67	88.30	0.75	568.28	true
272	resnetv24_stage3_activation46	Activation	2758.00	136.00	2622.00	25690112	51380586.67	51372192.00	95.70	0.25	188.90	true
273	resnetv24_stage3_conv47_fwd	Convolution	3411460.33	2058.67	3409401.67	19891552256	289526890.67	291646624.00	30.73	34.23	9662.35	false
274	resnetv24_stage3_batchnorm47_fwd	BatchNorm	6291.00	144.00	6147.00	81264640	51776352.00	55905002.67	88.20	0.75	564.34	true
275	resnetv24_stage3_activation47	Activation	2718.33	135.67	2582.67	25690112	51380576.00	51367360.00	95.70	0.25	189.36	true
276	resnetv24_stage3_conv48_fwd	Convolution	1425952.67	2084.67	1423868.00	26409435136	155805813.33	151861898.67	24.87	85.84	12668.43	false
277	resnetv24_stage3__plus15	elemwise_add	13152.33	740.00	12412.33	51380224	1927733.33	2499253.33	95.60	11.61	69.43	true
278	resnetv24_stage3_batchnorm48_fwd	BatchNorm	24950.00	555.00	24395.00	325058560	59316170.67	62789322.67	90.00	2.66	585.69	true
279	resnetv24_stage3_activation48	Activation	10784.67	541.67	10243.00	102760448	68507146.67	70646229.33	98.70	0.74	189.71	true
280	resnetv24_stage3_conv49_fwd	Convolution	1476569.67	2098.00	1474471.67	26332364800	157954890.67	37721088.00	24.76	134.57	12551.17	false
281	resnetv24_stage3_batchnorm49_fwd	BatchNorm	6323.33	143.33	6180.00	81264640	52047701.33	55767370.67	88.30	0.75	566.96	true
282	resnetv24_stage3_activation49	Activation	2740.67	135.67	2605.00	25690112	51380586.67	51366474.67	95.70	0.25	189.36	true
283	resnetv24_stage3_conv50_fwd	Convolution	3403486.33	2061.00	3401425.33	19891552256	289900544.00	291523360.00	30.75	34.21	9651.40	false
284	resnetv24_stage3_batchnorm50_fwd	BatchNorm	6294.33	143.00	6151.33	81264640	51772405.33	55939584.00	88.20	0.75	568.28	true
285	resnetv24_stage3_activation50	Activation	2765.33	136.67	2628.67	25690112	51380597.33	51366848.00	95.70	0.25	187.98	true
286	resnetv24_stage3_conv51_fwd	Convolution	1417659.67	2085.00	1415574.67	26409435136	156286144.00	152202656.00	24.87	85.61	12666.40	false
287	resnetv24_stage3__plus16	elemwise_add	13366.00	741.00	12625.00	51380224	4082912.00	4667029.33	95.70	5.87	69.34	true
288	resnetv24_stage3_batchnorm51_fwd	BatchNorm	25105.33	555.00	24550.33	325058560	57206378.67	60475509.33	90.00	2.76	585.69	true
289	resnetv24_stage3_activation51	Activation	10783.33	541.00	10242.33	102760448	67440085.33	68505674.67	98.70	0.76	189.95	true
290	resnetv24_stage3_conv52_fwd	Convolution	1480979.67	2100.00	1478879.67	26332364800	156256416.00	37775146.67	24.77	135.71	12539.22	false
291	resnetv24_stage3_batchnorm52_fwd	BatchNorm	6342.33	143.00	6199.33	81264640	52042954.67	55782688.00	88.30	0.75	568.28	true
292	resnetv24_stage3_activation52	Activation	2771.00	136.67	2634.33	25690112	51380576.00	51369952.00	95.70	0.25	187.98	true
293	resnetv24_stage3_conv53_fwd	Convolution	3414196.00	2051.33	3412144.67	19891552256	292145450.67	291448256.00	30.74	34.08	9696.89	false
294	resnetv24_stage3_batchnorm53_fwd	BatchNorm	6252.00	144.67	6107.33	81264640	51773813.33	55897024.00	88.20	0.75	561.74	true
295	resnetv24_stage3_activation53	Activation	2751.00	136.00	2615.00	25690112	51380576.00	51367349.33	95.80	0.25	188.90	true
296	resnetv24_stage3_conv54_fwd	Convolution	1427244.00	2083.67	1425160.33	26409435136	156181045.33	152201312.00	24.87	85.64	12674.50	false
297	resnetv24_stage3__plus17	elemwise_add	13167.67	740.33	12427.33	51380224	3163146.67	3774005.33	95.60	7.41	69.40	true
298	resnetv24_stage3_batchnorm54_fwd	BatchNorm	24771.00	554.33	24216.67	325058560	57208042.67	62805088.00	90.00	2.71	586.40	true
299	resnetv24_stage3_activation54	Activation	11001.67	539.67	10462.00	102760448	68509632.00	68507573.33	98.70	0.75	190.41	true
300	resnetv24_stage3_conv55_fwd	Convolution	1478875.67	2099.00	1476776.67	26332364800	158853674.67	37765034.67	24.77	133.93	12545.20	false
301	resnetv24_stage3_batchnorm55_fwd	BatchNorm	6550.00	143.00	6407.00	81264640	52046154.67	55744373.33	88.20	0.75	568.28	true
302	resnetv24_stage3_activation55	Activation	2765.00	136.00	2629.00	25690112	51380576.00	51368192.00	95.70	0.25	188.90	true
303	resnetv24_stage3_conv56_fwd	Convolution	3402556.00	2053.67	3400502.33	19891552256	290273141.33	290985034.67	30.77	34.22	9685.88	false
304	resnetv24_stage3_batchnorm56_fwd	BatchNorm	6328.67	143.00	6185.67	81264640	51772160.00	55929632.00	88.20	0.75	568.28	true
305	resnetv24_stage3_activation56	Activation	2769.67	136.33	2633.33	25690112	51380576.00	51373173.33	95.70	0.25	188.44	true
306	resnetv24_stage3_conv57_fwd	Convolution	1416511.33	2084.33	1414427.00	26409435136	157554624.00	152752362.67	24.87	85.11	12670.44	false
307	resnetv24_stage3__plus18	elemwise_add	13396.33	740.67	12655.67	51380224	2172501.33	2585312.00	95.70	10.80	69.37	true
308	resnetv24_stage3_batchnorm57_fwd	BatchNorm	25368.67	554.33	24814.33	325058560	69082250.67	73266112.00	90.20	2.28	586.40	true
309	resnetv24_stage3_activation57	Activation	10802.33	542.33	10260.00	102760448	111324213.33	111317749.33	98.70	0.46	189.48	true
310	resnetv24_stage3_conv58_fwd	Convolution	1483515.00	2099.33	1481415.67	26332364800	161259018.67	37809578.67	24.77	132.28	12543.21	false
311	resnetv24_stage3_batchnorm58_fwd	BatchNorm	6654.00	143.00	6511.00	81264640	52057344.00	55775285.33	88.30	0.75	568.28	true
312	resnetv24_stage3_activation58	Activation	2730.00	136.33	2593.67	25690112	51380576.00	51369824.00	95.60	0.25	188.44	true
313	resnetv24_stage3_conv59_fwd	Convolution	3409032.67	2051.00	3406981.67	19891552256	293783776.00	292358464.00	30.74	33.94	9698.47	false
314	resnetv24_stage3_batchnorm59_fwd	BatchNorm	6316.67	145.00	6171.67	81264640	51774272.00	55898165.33	88.20	0.75	560.45	true
315	resnetv24_stage3_activation59	Activation	2746.33	136.67	2609.67	25690112	51380576.00	51368202.67	95.80	0.25	187.98	true
316	resnetv24_stage3_conv60_fwd	Convolution	1425710.67	2081.67	1423629.00	26409435136	154621344.00	153083050.67	24.87	85.83	12686.68	false
317	resnetv24_stage3__plus19	elemwise_add	13165.33	740.00	12425.33	51380224	4379936.00	4986453.33	95.70	5.49	69.43	true
318	resnetv24_stage3_batchnorm60_fwd	BatchNorm	24754.33	555.00	24199.33	325058560	59312106.67	62785749.33	90.00	2.66	585.69	true
319	resnetv24_stage3_activation60	Activation	10832.67	540.33	10292.33	102760448	68507285.33	66361792.00	98.70	0.76	190.18	true
320	resnetv24_stage3_conv61_fwd	Convolution	1479174.67	2097.67	1477077.00	26332364800	159348725.33	37762506.67	24.77	133.59	12553.17	false
321	resnetv24_stage3_batchnorm61_fwd	BatchNorm	6238.00	143.00	6095.00	81264640	52044352.00	55748181.33	88.30	0.75	568.28	true
322	resnetv24_stage3_activation61	Activation	2766.67	136.00	2630.67	25690112	51380576.00	51373813.33	95.70	0.25	188.90	true
323	resnetv24_stage3_conv62_fwd	Convolution	3404338.67	2053.00	3402285.67	19891552256	291238090.67	291857600.00	30.78	34.11	9689.01	false
324	resnetv24_stage3_batchnorm62_fwd	BatchNorm	6260.33	143.00	6117.33	81264640	51773706.67	55945365.33	88.20	0.75	568.28	true
325	resnetv24_stage3_activation62	Activation	2752.33	136.33	2616.00	25690112	51380576.00	51368170.67	95.60	0.25	188.44	true
326	resnetv24_stage3_conv63_fwd	Convolution	1417533.00	2080.00	1415453.00	26409435136	156281813.33	152464693.33	24.87	85.54	12696.84	false
327	resnetv24_stage3__plus20	elemwise_add	13253.67	740.67	12513.00	51380224	3084362.67	3679040.00	95.70	7.60	69.37	true
328	resnetv24_stage3_batchnorm63_fwd	BatchNorm	25211.00	554.33	24656.67	325058560	52894154.67	58151264.00	90.20	2.93	586.40	true
329	resnetv24_stage3_activation63	Activation	10775.33	542.67	10232.67	102760448	64225685.33	64223050.67	98.70	0.80	189.36	true
330	resnetv24_stage3_conv64_fwd	Convolution	1481475.67	2097.33	1479378.33	26332364800	157567477.33	37791466.67	24.77	134.79	12555.17	false
331	resnetv24_stage3_batchnorm64_fwd	BatchNorm	6508.00	143.00	6365.00	81264640	52036757.33	55830688.00	88.30	0.75	568.28	true
332	resnetv24_stage3_activation64	Activation	2795.67	136.00	2659.67	25690112	51380576.00	51371968.00	95.80	0.25	188.90	true
333	resnetv24_stage3_conv65_fwd	Convolution	3412784.00	2052.00	3410732.00	19891552256	287101354.67	291822421.33	30.74	34.36	9693.74	false
334	resnetv24_stage3_batchnorm65_fwd	BatchNorm	6354.33	145.00	6209.33	81264640	51785674.67	55905888.00	88.20	0.75	560.45	true
335	resnetv24_stage3_activation65	Activation	2758.33	136.33	2622.00	25690112	51380597.33	51377898.67	95.70	0.25	188.44	true
336	resnetv24_stage3_conv66_fwd	Convolution	1425441.00	2088.33	1423352.67	26409435136	155989429.33	152517984.00	24.87	85.60	12646.18	false
337	resnetv24_stage3__plus21	elemwise_add	13169.67	740.33	12429.33	51380224	1077845.33	1674197.33	95.70	18.67	69.40	false
338	resnetv24_stage3_batchnorm66_fwd	BatchNorm	24871.00	554.33	24316.67	325058560	73331733.33	77904672.00	90.00	2.15	586.40	true
339	resnetv24_stage3_activation66	Activation	10925.00	544.33	10380.67	102760448	63156448.00	64222816.00	98.70	0.81	188.78	true
340	resnetv24_stage3_conv67_fwd	Convolution	1477551.00	2100.33	1475450.67	26332364800	156068330.67	37748106.67	24.67	135.86	12537.23	false
341	resnetv24_stage3_batchnorm67_fwd	BatchNorm	6546.00	143.00	6403.00	81264640	52047338.67	55751125.33	88.30	0.75	568.28	true
342	resnetv24_stage3_activation67	Activation	2743.33	136.33	2607.00	25690112	51380576.00	51372544.00	95.70	0.25	188.44	true
343	resnetv24_stage3_conv68_fwd	Convolution	3402936.33	2052.67	3400883.67	19891552256	290361098.67	291918602.67	30.76	34.16	9690.59	false
344	resnetv24_stage3_batchnorm68_fwd	BatchNorm	6296.00	143.33	6152.67	81264640	51733290.67	55904490.67	88.10	0.75	566.96	true
345	resnetv24_stage3_activation68	Activation	2757.33	136.00	2621.33	25690112	51380597.33	51366709.33	95.60	0.25	188.90	true
346	resnetv24_stage3_conv69_fwd	Convolution	1417372.00	2086.67	1415285.33	26409435136	155355520.00	151955210.67	24.87	85.94	12656.28	false
347	resnetv24_stage3__plus22	elemwise_add	13292.33	741.00	12551.33	51380224	2880672.00	3467328.00	95.70	8.09	69.34	true
348	resnetv24_stage3_batchnorm69_fwd	BatchNorm	25048.00	555.00	24493.00	325058560	57210901.33	62797056.00	90.20	2.71	585.69	true
349	resnetv24_stage3_activation69	Activation	10794.00	542.33	10251.67	102760448	67436938.67	66366378.67	98.70	0.77	189.48	true
350	resnetv24_stage3_conv70_fwd	Convolution	1482600.00	2099.00	1480501.00	26332364800	158031050.67	37811690.67	24.77	134.46	12545.20	false
351	resnetv24_stage3_batchnorm70_fwd	BatchNorm	6257.33	143.00	6114.33	81264640	52006016.00	55753066.67	88.30	0.75	568.28	true
352	resnetv24_stage3_activation70	Activation	2777.67	136.00	2641.67	25690112	51380576.00	51368938.67	95.70	0.25	188.90	true
353	resnetv24_stage3_conv71_fwd	Convolution	3426514.67	2051.00	3424463.67	19891552256	290383498.67	291021141.33	30.74	34.21	9698.47	false
354	resnetv24_stage3_batchnorm71_fwd	BatchNorm	6260.67	145.00	6115.67	81264640	51777770.67	55920949.33	88.20	0.75	560.45	true
355	resnetv24_stage3_activation71	Activation	2754.67	136.00	2618.67	25690112	51380576.00	51365664.00	95.70	0.25	188.90	true
356	resnetv24_stage3_conv72_fwd	Convolution	1426325.00	2085.33	1424239.67	26409435136	154054581.33	151218773.33	24.87	86.51	12664.37	false
357	resnetv24_stage3__plus23	elemwise_add	13205.00	741.00	12464.00	51380224	2161824.00	2742741.33	95.70	10.48	69.34	true
358	resnetv24_stage3_batchnorm72_fwd	BatchNorm	25095.33	555.00	24540.33	325058560	61528320.00	66297589.33	90.00	2.54	585.69	true
359	resnetv24_stage3_activation72	Activation	10778.67	540.33	10238.33	102760448	82432992.00	82425088.00	98.70	0.62	190.18	true
360	resnetv24_stage3_conv73_fwd	Convolution	1478821.33	2103.33	1476718.00	26332364800	157597589.33	37757653.33	24.77	134.79	12519.35	false
361	resnetv24_stage3_batchnorm73_fwd	BatchNorm	7047.00	143.67	6903.33	81264640	52051680.00	55754784.00	88.20	0.75	565.65	true
362	resnetv24_stage3_activation73	Activation	2806.33	135.33	2671.00	25690112	51380576.00	51367392.00	95.60	0.25	189.83	true
363	resnetv24_stage3_conv74_fwd	Convolution	3400965.33	2054.67	3398910.67	19891552256	288663168.00	291494261.33	30.77	34.29	9681.16	false
364	resnetv24_stage3_batchnorm74_fwd	BatchNorm	6319.33	143.00	6176.33	81264640	51773578.67	55931114.67	88.20	0.75	568.28	true
365	resnetv24_stage3_activation74	Activation	2785.67	136.00	2649.67	25690112	51380576.00	51374549.33	95.80	0.25	188.90	true
366	resnetv24_stage3_conv75_fwd	Convolution	1415956.00	2083.00	1413873.00	26409435136	156160341.33	152148288.00	24.87	85.66	12678.56	false
367	resnetv24_stage3__plus24	elemwise_add	13211.67	741.00	12470.67	51380224	5360288.00	5951776.00	95.70	4.54	69.34	true
368	resnetv24_stage3_batchnorm75_fwd	BatchNorm	25037.33	553.00	24484.33	325058560	59364128.00	65127104.00	90.10	2.61	587.81	true
369	resnetv24_stage3_activation75	Activation	10791.00	538.67	10252.33	102760448	76000213.33	79209002.67	98.70	0.66	190.77	true
370	resnetv24_stage3_conv76_fwd	Convolution	1481413.67	2101.67	1479312.00	26332364800	156992448.00	37770346.67	24.67	135.20	12529.28	false
371	resnetv24_stage3_batchnorm76_fwd	BatchNorm	6278.67	143.00	6135.67	81264640	52048480.00	55773781.33	88.30	0.75	568.28	true
372	resnetv24_stage3_activation76	Activation	2752.33	136.33	2616.00	25690112	51380576.00	51370005.33	95.70	0.25	188.44	true
373	resnetv24_stage3_conv77_fwd	Convolution	3414537.67	2053.00	3412484.67	19891552256	288671712.00	291944373.33	30.75	34.26	9689.02	false
374	resnetv24_stage3_batchnorm77_fwd	BatchNorm	6277.00	145.00	6132.00	81264640	51785984.00	55884394.67	88.20	0.75	560.45	true
375	resnetv24_stage3_activation77	Activation	2739.00	136.00	2603.00	25690112	51380576.00	51371765.33	95.60	0.25	188.90	true
376	resnetv24_stage3_conv78_fwd	Convolution	1427112.67	2080.33	1425032.33	26409435136	154315445.33	151181600.00	24.87	86.45	12694.81	false
377	resnetv24_stage3__plus25	elemwise_add	13242.67	740.00	12502.67	51380224	3278165.33	3879648.00	95.70	7.18	69.43	true
378	resnetv24_stage3_batchnorm78_fwd	BatchNorm	24969.67	555.00	24414.67	325058560	58281365.33	62810581.33	90.00	2.68	585.69	true
379	resnetv24_stage3_activation78	Activation	10828.33	544.00	10284.33	102760448	72789045.33	72789610.67	98.70	0.71	188.90	true
380	resnetv24_stage3_conv79_fwd	Convolution	1477007.67	2097.67	1474910.00	26332364800	157973344.00	37743349.33	24.77	134.54	12553.17	false
381	resnetv24_stage3_batchnorm79_fwd	BatchNorm	6311.33	143.00	6168.33	81264640	52039829.33	55758421.33	88.30	0.75	568.28	true
382	resnetv24_stage3_activation79	Activation	2731.33	136.00	2595.33	25690112	51380576.00	51368693.33	95.70	0.25	188.90	true
383	resnetv24_stage3_conv80_fwd	Convolution	3404334.67	2054.67	3402280.00	19891552256	291536426.67	291276181.33	30.76	34.13	9681.16	false
384	resnetv24_stage3_batchnorm80_fwd	BatchNorm	6315.67	143.33	6172.33	81264640	51775381.33	55919552.00	88.20	0.75	566.96	true
385	resnetv24_stage3_activation80	Activation	2767.33	136.33	2631.00	25690112	51380576.00	51370560.00	95.60	0.25	188.44	true
386	resnetv24_stage3_conv81_fwd	Convolution	1416673.33	2086.00	1414587.33	26409435136	156281898.67	152254965.33	24.87	85.60	12660.32	false
387	resnetv24_stage3__plus26	elemwise_add	13229.00	741.00	12488.00	51380224	2781845.33	3315669.33	95.70	8.43	69.34	true
388	resnetv24_stage3_batchnorm81_fwd	BatchNorm	25885.33	555.00	25330.33	325058560	74478058.67	81409952.00	90.20	2.09	585.69	true
389	resnetv24_stage3_activation81	Activation	10806.00	540.33	10265.67	102760448	66367936.00	67433770.67	98.70	0.77	190.18	true
390	resnetv24_stage3_conv82_fwd	Convolution	1483432.67	2096.67	1481336.00	26332364800	155898357.33	37776042.67	24.77	135.96	12559.16	false
391	resnetv24_stage3_batchnorm82_fwd	BatchNorm	6291.33	143.33	6148.00	81264640	52039754.67	55773898.67	88.30	0.75	566.96	true
392	resnetv24_stage3_activation82	Activation	2754.67	136.33	2618.33	25690112	51380576.00	51370432.00	95.60	0.25	188.44	true
393	resnetv24_stage3_conv83_fwd	Convolution	3411755.00	2065.00	3409690.00	19891552256	288564970.67	291730133.33	30.71	34.28	9632.71	false
394	resnetv24_stage3_batchnorm83_fwd	BatchNorm	6315.33	144.33	6171.00	81264640	51776064.00	55882464.00	88.20	0.75	563.04	true
395	resnetv24_stage3_activation83	Activation	2754.67	136.67	2618.00	25690112	51380576.00	51367413.33	95.70	0.25	187.98	true
396	resnetv24_stage3_conv84_fwd	Convolution	1428176.33	2086.67	1426089.67	26409435136	154965130.67	151420714.67	24.87	86.20	12656.28	false
397	resnetv24_stage3__plus27	elemwise_add	13158.67	740.00	12418.67	51380224	2161237.33	2737877.33	95.70	10.49	69.43	true
398	resnetv24_stage3_batchnorm84_fwd	BatchNorm	24747.33	554.33	24193.00	325058560	56126464.00	62806645.33	90.00	2.73	586.40	true
399	resnetv24_stage3_activation84	Activation	10938.67	542.67	10396.00	102760448	66366517.33	68503690.67	98.70	0.76	189.36	true
400	resnetv24_stage3_conv85_fwd	Convolution	1476964.00	2098.67	1474865.33	26332364800	163405088.00	37702944.00	24.77	130.94	12547.19	false
401	resnetv24_stage3_batchnorm85_fwd	BatchNorm	6258.33	143.00	6115.33	81264640	52045685.33	55734997.33	88.20	0.75	568.28	true
402	resnetv24_stage3_activation85	Activation	2758.00	136.00	2622.00	25690112	51380586.67	51373642.67	95.70	0.25	188.90	true
403	resnetv24_stage3_conv86_fwd	Convolution	3403227.33	2054.33	3401173.00	19891552256	289597802.67	289884202.67	30.79	34.33	9682.73	false
404	resnetv24_stage3_batchnorm86_fwd	BatchNorm	6299.00	143.33	6155.67	81264640	51773322.67	55908437.33	88.20	0.75	566.96	true
405	resnetv24_stage3_activation86	Activation	2751.67	136.33	2615.33	25690112	51380576.00	51369408.00	95.70	0.25	188.44	true
406	resnetv24_stage3_conv87_fwd	Convolution	1417220.67	2086.33	1415134.33	26409435136	154392810.67	151472277.33	24.87	86.34	12658.30	false
407	resnetv24_stage3__plus28	elemwise_add	13216.67	741.00	12475.67	51380224	3418826.67	4028277.33	95.70	6.90	69.34	true
408	resnetv24_stage3_batchnorm87_fwd	BatchNorm	25307.00	554.33	24752.67	325058560	56127541.33	61631178.67	90.00	2.76	586.40	true
409	resnetv24_stage3_activation87	Activation	10814.00	540.00	10274.00	102760448	66369920.00	65293333.33	98.70	0.78	190.30	true
410	resnetv24_stage3_conv88_fwd	Convolution	1481491.00	2100.00	1479391.00	26332364800	158699232.00	37774453.33	24.66	134.02	12539.22	false
411	resnetv24_stage3_batchnorm88_fwd	BatchNorm	6284.67	143.00	6141.67	81264640	52063989.33	55696906.67	88.30	0.75	568.28	true
412	resnetv24_stage3_activation88	Activation	2836.67	136.00	2700.67	25690112	51380586.67	51371445.33	95.80	0.25	188.90	true
413	resnetv24_stage3_conv89_fwd	Convolution	3417365.00	2052.00	3415313.00	19891552256	290393440.00	291536672.00	30.76	34.18	9693.74	false
414	resnetv24_stage3_batchnorm89_fwd	BatchNorm	6284.67	145.00	6139.67	81264640	51788160.00	55905162.67	88.20	0.75	560.45	true
415	resnetv24_stage3_activation89	Activation	2755.67	136.00	2619.67	25690112	51380576.00	51370112.00	95.70	0.25	188.90	true
416	resnetv24_stage3_conv90_fwd	Convolution	1427502.33	2085.67	1425416.67	26409435136	156413376.00	152045290.67	24.87	85.62	12662.35	false
417	resnetv24_stage3__plus29	elemwise_add	13325.67	740.00	12585.67	51380224	1691936.00	2099061.33	95.60	13.55	69.43	true
418	resnetv24_stage3_batchnorm90_fwd	BatchNorm	25241.00	554.33	24686.67	325058560	63686720.00	67458474.67	90.10	2.48	586.40	true
419	resnetv24_stage3_activation90	Activation	10823.33	542.67	10280.67	102760448	67437504.00	67434442.67	98.70	0.76	189.36	true
420	resnetv24_stage3_conv91_fwd	Convolution	1479160.00	2099.33	1477060.67	26332364800	156874869.33	37773610.67	24.67	135.28	12543.21	false
421	resnetv24_stage3_batchnorm91_fwd	BatchNorm	6474.00	143.00	6331.00	81264640	52043594.67	55758698.67	88.20	0.75	568.28	true
422	resnetv24_stage3_activation91	Activation	2763.33	136.00	2627.33	25690112	51380586.67	51367104.00	95.70	0.25	188.90	true
423	resnetv24_stage3_conv92_fwd	Convolution	3403011.67	2054.00	3400957.67	19891552256	288011520.00	291660597.33	30.78	34.32	9684.30	false
424	resnetv24_stage3_batchnorm92_fwd	BatchNorm	6313.33	143.00	6170.33	81264640	51776469.33	55931584.00	88.20	0.75	568.28	true
425	resnetv24_stage3_activation92	Activation	2806.33	136.33	2670.00	25690112	51380586.67	51371904.00	95.70	0.25	188.44	true
426	resnetv24_stage3_conv93_fwd	Convolution	1416648.33	2085.67	1414562.67	26409435136	153378677.33	152066517.33	24.87	86.46	12662.35	false
427	resnetv24_stage3__plus30	elemwise_add	13333.00	741.00	12592.00	51380224	4178464.00	4763968.00	95.70	5.75	69.34	true
428	resnetv24_stage3_batchnorm93_fwd	BatchNorm	25341.67	554.33	24787.33	325058560	53978240.00	58149621.33	90.00	2.90	586.40	true
429	resnetv24_stage3_activation93	Activation	10772.33	542.67	10229.67	102760448	66366400.00	66367669.33	98.80	0.77	189.36	true
430	resnetv24_stage3_conv94_fwd	Convolution	1482440.33	2100.33	1480340.00	26332364800	158012608.00	37759157.33	24.67	134.51	12537.23	false
431	resnetv24_stage3_batchnorm94_fwd	BatchNorm	6362.67	143.33	6219.33	81264640	52051690.67	55772576.00	88.20	0.75	566.96	true
432	resnetv24_stage3_activation94	Activation	2747.00	136.00	2611.00	25690112	51380608.00	51370709.33	95.70	0.25	188.90	true
433	resnetv24_stage3_conv95_fwd	Convolution	3414107.00	2053.00	3412054.00	19891552256	290875765.33	291506901.33	30.76	34.16	9689.02	false
434	resnetv24_stage3_batchnorm95_fwd	BatchNorm	6331.33	145.00	6186.33	81264640	51775488.00	55911274.67	88.20	0.75	560.45	true
435	resnetv24_stage3_activation95	Activation	2741.67	136.00	2605.67	25690112	51380576.00	51369066.67	95.70	0.25	188.90	true
436	resnetv24_stage3_conv96_fwd	Convolution	1423925.67	2082.00	1421843.67	26409435136	155722944.00	151662144.00	24.87	85.92	12684.65	false
437	resnetv24_stage3__plus31	elemwise_add	13215.00	740.00	12475.00	51380224	3269109.33	3848064.00	95.60	7.22	69.43	true
438	resnetv24_stage3_batchnorm96_fwd	BatchNorm	24881.67	555.00	24326.67	325058560	68005408.00	73273994.67	90.00	2.30	585.69	true
439	resnetv24_stage3_activation96	Activation	10791.67	542.00	10249.67	102760448	68507360.00	70645856.00	98.80	0.74	189.59	true
440	resnetv24_stage3_conv97_fwd	Convolution	1475572.67	2102.33	1473470.33	26332364800	159244576.00	37772810.67	24.67	133.66	12525.31	false
441	resnetv24_stage3_batchnorm97_fwd	BatchNorm	6257.00	143.00	6114.00	81264640	52030357.33	55793738.67	88.20	0.75	568.28	true
442	resnetv24_stage3_activation97	Activation	2732.33	136.67	2595.67	25690112	51380586.67	51370688.00	95.80	0.25	187.98	true
443	resnetv24_stage3_conv98_fwd	Convolution	3399561.67	2054.67	3397507.00	19891552256	289040725.33	291356640.00	30.78	34.27	9681.16	false
444	resnetv24_stage3_batchnorm98_fwd	BatchNorm	6330.33	143.00	6187.33	81264640	51768522.67	55923306.67	88.20	0.75	568.28	true
445	resnetv24_stage3_activation98	Activation	2775.00	137.00	2638.00	25690112	51380576.00	51372128.00	95.70	0.25	187.52	true
446	resnetv24_stage3_conv99_fwd	Convolution	1415085.00	2083.33	1413001.67	26409435136	155891541.33	152765760.00	24.86	85.56	12676.53	false
447	resnetv24_stage3__plus32	elemwise_add	13386.00	741.00	12645.00	51380224	3982410.67	4576896.00	95.70	6.00	69.34	true
448	resnetv24_stage3_batchnorm99_fwd	BatchNorm	25192.67	555.00	24637.67	325058560	59333856.00	62787669.33	90.00	2.66	585.69	true
449	resnetv24_stage3_activation99	Activation	10790.67	541.67	10249.00	102760448	67440234.67	68504554.67	98.70	0.76	189.71	true
450	resnetv24_stage3_conv100_fwd	Convolution	1481520.33	2096.33	1479424.00	26332364800	156251306.67	37805216.00	24.67	135.69	12561.15	false
451	resnetv24_stage3_batchnorm100_fwd	BatchNorm	6262.00	143.00	6119.00	81264640	52044170.67	55753397.33	88.20	0.75	568.28	true
452	resnetv24_stage3_activation100	Activation	2734.00	136.33	2597.67	25690112	51380576.00	51371370.67	95.80	0.25	188.44	true
453	resnetv24_stage3_conv101_fwd	Convolution	3413073.67	2050.67	3411023.00	19891552256	292254858.67	292169301.33	30.75	34.04	9700.04	false
454	resnetv24_stage3_batchnorm101_fwd	BatchNorm	6292.67	144.33	6148.33	81264640	51776480.00	55905781.33	88.20	0.75	563.04	true
455	resnetv24_stage3_activation101	Activation	2765.67	136.33	2629.33	25690112	51380576.00	51369888.00	95.70	0.25	188.44	true
456	resnetv24_stage3_conv102_fwd	Convolution	1426076.00	2077.67	1423998.33	26409435136	156866336.00	152614421.33	24.86	85.33	12711.10	false
457	resnetv24_stage3__plus33	elemwise_add	13191.33	741.00	12450.33	51380224	1361034.67	1560885.33	95.70	17.58	69.34	false
458	resnetv24_stage3_batchnorm102_fwd	BatchNorm	24852.67	554.33	24298.33	325058560	52893386.67	58156320.00	90.20	2.93	586.40	true
459	resnetv24_stage3_activation102	Activation	10761.00	542.00	10219.00	102760448	68507360.00	69573472.00	98.70	0.74	189.59	true
460	resnetv24_stage3_conv103_fwd	Convolution	1479606.67	2099.33	1477507.33	26332364800	166950357.33	37620245.33	24.77	128.72	12543.20	false
461	resnetv24_stage3_batchnorm103_fwd	BatchNorm	6286.67	144.00	6142.67	81264640	52054986.67	55711744.00	88.30	0.75	564.34	true
462	resnetv24_stage3_activation103	Activation	2743.67	136.00	2607.67	25690112	51380586.67	51367146.67	95.70	0.25	188.90	true
463	resnetv24_stage3_conv104_fwd	Convolution	3404091.33	2067.33	3402024.00	19891552256	287570762.67	291496885.33	30.72	34.35	9621.84	false
464	resnetv24_stage3_batchnorm104_fwd	BatchNorm	6344.67	143.33	6201.33	81264640	51773002.67	55914218.67	88.20	0.75	566.96	true
465	resnetv24_stage3_activation104	Activation	2756.00	136.00	2620.00	25690112	51380586.67	51369770.67	95.70	0.25	188.90	true
466	resnetv24_stage3_conv105_fwd	Convolution	1416289.00	2079.00	1414210.00	26409435136	158715562.67	152746453.33	24.87	84.79	12702.95	false
467	resnetv24_stage3__plus34	elemwise_add	13260.67	741.00	12519.67	51380224	2710592.00	3120885.33	95.70	8.81	69.34	true
468	resnetv24_stage3_batchnorm105_fwd	BatchNorm	25164.33	555.00	24609.33	325058560	58242677.33	65105312.00	90.10	2.64	585.69	true
469	resnetv24_stage3_activation105	Activation	10977.67	542.33	10435.33	102760448	64225696.00	65292416.00	98.80	0.79	189.48	true
470	resnetv24_stage3_conv106_fwd	Convolution	1482411.33	2099.67	1480311.67	26332364800	157840000.00	37796725.33	24.76	134.60	12541.21	false
471	resnetv24_stage3_batchnorm106_fwd	BatchNorm	6304.67	144.00	6160.67	81264640	52050634.67	55757898.67	88.20	0.75	564.34	true
472	resnetv24_stage3_activation106	Activation	2830.00	136.00	2694.00	25690112	51380661.33	51370880.00	95.70	0.25	188.90	true
473	resnetv24_stage3_conv107_fwd	Convolution	3415272.00	2051.67	3413220.33	19891552256	289051072.00	291977418.67	30.75	34.24	9695.31	false
474	resnetv24_stage3_batchnorm107_fwd	BatchNorm	6335.33	144.00	6191.33	81264640	51782048.00	55903402.67	88.20	0.75	564.34	true
475	resnetv24_stage3_activation107	Activation	2753.67	136.33	2617.33	25690112	51380576.00	51374122.67	95.70	0.25	188.44	true
476	resnetv24_stage3_conv108_fwd	Convolution	1424261.67	2086.67	1422175.00	26409435136	157999904.00	152005109.33	24.86	85.19	12656.28	false
477	resnetv24_stage3__plus35	elemwise_add	13191.00	740.00	12451.00	51380224	4028138.67	4640682.67	95.70	5.93	69.43	true
478	resnetv24_stage4_batchnorm0_fwd	BatchNorm	25097.00	553.67	24543.33	325058560	58288032.00	65138314.67	90.20	2.63	587.10	true
479	resnetv24_stage4_activation0	Activation	10847.00	542.00	10305.00	102760448	63155178.67	64225632.00	98.70	0.81	189.59	true
480	resnetv24_stage4_conv0_fwd	Convolution	2895909.33	4134.67	2891774.67	52664729600	157181045.33	49063989.33	17.79	255.35	12737.36	false
481	resnetv24_stage4_batchnorm1_fwd	BatchNorm	12372.00	280.67	12091.33	162529280	103876362.67	111727328.00	89.30	0.75	579.08	true
482	resnetv24_stage4_activation1	Activation	5450.33	269.67	5180.67	51380224	102760800.00	102752650.67	97.50	0.25	190.53	true
483	resnetv24_stage4_conv1_fwd	Convolution	4150465.67	5501.00	4144964.67	59202863104	21916810.67	9633930.67	15.49	1876.43	10762.20	false
484	resnetv24_stage4_batchnorm2_fwd	BatchNorm	6434.00	219.00	6215.00	44957696	25819626.67	26769802.67	18.40	0.85	205.29	true
485	resnetv24_stage4_activation2	Activation	1386.00	69.67	1316.33	12845056	25690464.00	25722581.33	94.40	0.25	184.38	true
486	resnetv24_stage4_conv2_fwd	Convolution	1708421.00	2183.67	1706237.33	26358054912	102760661.33	79082154.67	24.87	144.95	12070.55	false
487	resnetv24_stage4_conv3_fwd	Convolution	3516200.00	4386.00	3511814.00	52664729600	280478176.00	47014080.00	16.19	160.81	12007.46	false
488	resnetv24_stage4__plus0	elemwise_add	6606.00	373.00	6233.00	25690112	205536042.67	102489642.67	93.70	0.08	68.87	true
489	resnetv24_stage4_batchnorm3_fwd	BatchNorm	25319.00	862.33	24456.67	179830784	8109738.67	17688736.00	20.40	6.97	208.54	true
490	resnetv24_stage4_activation3	Activation	5439.33	271.00	5168.33	51380224	102760800.00	102717909.33	97.50	0.25	189.59	true
491	resnetv24_stage4_conv4_fwd	Convolution	1773306.00	2485.00	1770821.00	26319519744	126513685.33	16487392.00	24.07	184.05	10591.36	false
492	resnetv24_stage4_batchnorm4_fwd	BatchNorm	6481.00	218.67	6262.33	44957696	25745856.00	25963989.33	19.00	0.87	205.60	true
493	resnetv24_stage4_activation4	Activation	1434.33	69.67	1364.67	12845056	25690464.00	25724938.67	94.40	0.25	184.38	true
494	resnetv24_stage4_conv5_fwd	Convolution	4163114.67	1981.33	4161133.33	19926876160	163720650.67	180704960.00	29.22	57.86	10057.30	false
495	resnetv24_stage4_batchnorm5_fwd	BatchNorm	6358.00	219.00	6139.00	44957696	25412384.00	27654250.67	19.90	0.85	205.29	true
496	resnetv24_stage4_activation5	Activation	1382.67	69.33	1313.33	12845056	25690464.00	25703946.67	94.50	0.25	185.27	true
497	resnetv24_stage4_conv6_fwd	Convolution	1733861.67	2200.00	1731661.67	26358054912	103148949.33	79281610.67	24.87	144.48	11980.93	false
498	resnetv24_stage4__plus1	elemwise_add	6747.67	373.67	6374.00	25690112	205522496.00	102480960.00	93.70	0.08	68.75	true
499	resnetv24_stage4_batchnorm6_fwd	BatchNorm	25208.00	862.33	24345.67	179830784	7351072.00	16058005.33	20.70	7.68	208.54	true
500	resnetv24_stage4_activation6	Activation	5399.67	271.00	5128.67	51380224	102760800.00	102743285.33	97.50	0.25	189.59	true
501	resnetv24_stage4_conv7_fwd	Convolution	1762801.67	2486.00	1760315.67	26319519744	129897834.67	16663200.00	24.17	179.58	10587.10	false
502	resnetv24_stage4_batchnorm7_fwd	BatchNorm	6432.00	219.00	6213.00	44957696	25688586.67	25883808.00	18.50	0.87	205.29	true
503	resnetv24_stage4_activation7	Activation	1419.00	69.33	1349.67	12845056	25690464.00	25726922.67	94.40	0.25	185.27	true
504	resnetv24_stage4_conv8_fwd	Convolution	4140253.67	1982.00	4138271.67	19926876160	166037162.67	185307797.33	29.25	56.72	10053.93	false
505	resnetv24_stage4_batchnorm8_fwd	BatchNorm	6384.67	219.00	6165.67	44957696	25418570.67	27572405.33	19.70	0.85	205.29	true
506	resnetv24_stage4_activation8	Activation	1344.00	69.67	1274.33	12845056	25690464.00	25712768.00	94.50	0.25	184.38	true
507	resnetv24_stage4_conv9_fwd	Convolution	1709176.33	2169.00	1707007.33	26358054912	102392085.33	80069578.67	24.87	144.46	12152.17	false
508	resnetv24_stage4__plus2	elemwise_add	6647.33	372.67	6274.67	25690112	205531744.00	102503989.33	93.70	0.08	68.94	true
509	resnetv24_batchnorm2_fwd	BatchNorm	25190.67	863.00	24327.67	179830784	8439285.33	18423776.00	20.20	6.69	208.38	true
510	resnetv24_relu1_fwd	Activation	5439.67	270.00	5169.67	51380224	102760800.00	102720896.00	97.50	0.25	190.30	true
511	resnetv24_pool1_fwd	Pooling	33892.00	238.67	33653.33	37040128	177505333.33	5618496.00	60.60	0.20	155.20	true
512	resnetv24_flatten0_flatten0	Flatten	7.67	0.00	7.67	0	0.00	0.00	0.00	0.00	0.00	true
513	resnetv24_dense0_fwd	FullyConnected	58368.00	144.67	58223.33	1078192128	10699520.00	326784.00	14.36	97.78	7452.92	false

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