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tm.log
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---> ogbn-arxiv | 2-GCN | None,
133.14ms/5856.61MB
---> ogbn-arxiv | 2-GCN | DropEdge,
111.98ms/4963.70MB
---> ogbn-arxiv | 2-GCN | DropNode,
102.11ms/4267.52MB
---> ogbn-arxiv | 2-GCN | FastGCN,
136.80ms/5590.19MB
---> ogbn-arxiv | 2-GCN | LADIES,
158.54ms/5591.76MB
---> ogbn-arxiv | 2-GCN | BatchNorm,
135.88ms/6022.00MB
---> ogbn-arxiv | 2-GCN | PairNorm,
146.77ms/6021.99MB
---> ogbn-arxiv | 2-GCN | NodeNorm,
146.87ms/6188.01MB
---> ogbn-arxiv | 2-GCN | MeanNorm,
137.85ms/5856.61MB
---> ogbn-arxiv | 2-GCN | GroupNorm,
231.48ms/7689.02MB
---> ogbn-arxiv | 2-GCN | CombNorm,
245.18ms/8020.42MB
---> ogbn-arxiv | 2-GCN | Residual,
162.19ms/6399.08MB
---> ogbn-arxiv | 2-GCN | Initial,
162.42ms/6399.08MB
---> ogbn-arxiv | 2-GCN | Jumping,
160.46ms/6399.15MB
---> ogbn-arxiv | 2-GCN | Dense,
186.89ms/6732.33MB
---> ogbn-arxiv | 2-GCN | IdentityMapping
133.33ms/5856.61MB
---> ogbn-arxiv | 2-SGC | None,
135.20ms/6232.20MB
---> ogbn-arxiv | 2-SGC | DropEdge,
116.09ms/5340.74MB
---> ogbn-arxiv | 2-SGC | DropNode,
106.58ms/4672.89MB
---> ogbn-arxiv | 2-SGC | FastGCN,
142.55ms/5966.34MB
---> ogbn-arxiv | 2-SGC | LADIES,
157.47ms/5966.72MB
---> ogbn-arxiv | 2-SGC | BatchNorm,
140.39ms/6397.60MB
---> ogbn-arxiv | 2-SGC | PairNorm,
158.84ms/6397.58MB
---> ogbn-arxiv | 2-SGC | NodeNorm,
157.50ms/6563.60MB
---> ogbn-arxiv | 2-SGC | MeanNorm,
142.81ms/6232.20MB
---> ogbn-arxiv | 2-SGC | GroupNorm,
299.06ms/8064.47MB
---> ogbn-arxiv | 2-SGC | CombNorm,
321.34ms/8395.86MB
---> ogbn-arxiv | 2-SGC | Residual,
144.02ms/6232.20MB
---> ogbn-arxiv | 2-SGC | Initial,
143.88ms/6232.20MB
---> ogbn-arxiv | 2-SGC | Jumping,
142.14ms/6232.28MB
---> ogbn-arxiv | 2-SGC | Dense,
168.23ms/6565.46MB
---> ogbn-arxiv | 2-SGC | IdentityMapping
154.04ms/6399.08MB
---> ogbn-arxiv | 4-GCN | None,
275.71ms/7028.34MB
---> ogbn-arxiv | 4-GCN | DropEdge,
235.66ms/6119.90MB
---> ogbn-arxiv | 4-GCN | DropNode,
208.79ms/5410.63MB
---> ogbn-arxiv | 4-GCN | FastGCN,
275.92ms/6757.73MB
---> ogbn-arxiv | 4-GCN | LADIES,
318.34ms/6757.76MB
---> ogbn-arxiv | 4-GCN | BatchNorm,
284.71ms/7524.49MB
---> ogbn-arxiv | 4-GCN | PairNorm,
313.81ms/7524.46MB
---> ogbn-arxiv | 4-GCN | NodeNorm,
311.88ms/8022.52MB
---> ogbn-arxiv | 4-GCN | MeanNorm,
288.52ms/7028.34MB
---> ogbn-arxiv | 4-GCN | GroupNorm,
533.72ms/12525.01MB
---> ogbn-arxiv | 4-GCN | CombNorm,
574.31ms/13519.63MB
---> ogbn-arxiv | 4-GCN | Residual,
314.49ms/7570.80MB
---> ogbn-arxiv | 4-GCN | Initial,
314.47ms/7570.80MB
---> ogbn-arxiv | 4-GCN | Jumping,
310.33ms/7571.04MB
---> ogbn-arxiv | 4-GCN | Dense,
389.01ms/9066.24MB
---> ogbn-arxiv | 4-GCN | IdentityMapping
276.11ms/7028.34MB
---> ogbn-arxiv | 4-SGC | None,
259.67ms/7071.68MB
---> ogbn-arxiv | 4-SGC | DropEdge,
220.72ms/6163.14MB
---> ogbn-arxiv | 4-SGC | DropNode,
193.67ms/5460.47MB
---> ogbn-arxiv | 4-SGC | FastGCN,
259.73ms/6800.44MB
---> ogbn-arxiv | 4-SGC | LADIES,
304.52ms/6800.68MB
---> ogbn-arxiv | 4-SGC | BatchNorm,
269.60ms/7567.84MB
---> ogbn-arxiv | 4-SGC | PairNorm,
306.16ms/7567.80MB
---> ogbn-arxiv | 4-SGC | NodeNorm,
303.82ms/8065.86MB
---> ogbn-arxiv | 4-SGC | MeanNorm,
274.08ms/7071.68MB
---> ogbn-arxiv | 4-SGC | GroupNorm,
587.32ms/12568.21MB
---> ogbn-arxiv | 4-SGC | CombNorm,
631.85ms/13562.39MB
---> ogbn-arxiv | 4-SGC | Residual,
277.04ms/7071.68MB
---> ogbn-arxiv | 4-SGC | Initial,
276.94ms/7071.68MB
---> ogbn-arxiv | 4-SGC | Jumping,
273.41ms/7071.91MB
---> ogbn-arxiv | 4-SGC | Dense,
350.58ms/8567.12MB
---> ogbn-arxiv | 4-SGC | IdentityMapping
297.31ms/7570.80MB
---> ogbn-arxiv | 8-GCN | None,
560.86ms/9371.79MB
---> ogbn-arxiv | 8-GCN | DropEdge,
482.16ms/8428.14MB
---> ogbn-arxiv | 8-GCN | DropNode,
420.07ms/7716.82MB
---> ogbn-arxiv | 8-GCN | FastGCN,
553.42ms/9090.58MB
---> ogbn-arxiv | 8-GCN | LADIES,
649.97ms/9089.65MB
---> ogbn-arxiv | 8-GCN | BatchNorm,
582.16ms/10529.47MB
---> ogbn-arxiv | 8-GCN | PairNorm,
647.89ms/10529.41MB
---> ogbn-arxiv | 8-GCN | NodeNorm,
640.11ms/11691.55MB
---> ogbn-arxiv | 8-GCN | MeanNorm,
588.17ms/9372.41MB
---> ogbn-arxiv | 8-GCN | GroupNorm,
1152.89ms/22197.00MB
---> ogbn-arxiv | 8-GCN | CombNorm,
1232.72ms/24517.45MB
---> ogbn-arxiv | 8-GCN | Residual,
617.75ms/9914.25MB
---> ogbn-arxiv | 8-GCN | Initial,
616.99ms/9914.25MB
---> ogbn-arxiv | 8-GCN | Jumping,
610.66ms/9914.80MB
---> ogbn-arxiv | 8-GCN | Dense,
880.42ms/15725.35MB
---> ogbn-arxiv | 8-GCN | IdentityMapping
562.62ms/9371.79MB
---> ogbn-arxiv | 8-SGC | None,
509.04ms/8751.26MB
---> ogbn-arxiv | 8-SGC | DropEdge,
430.00ms/7806.95MB
---> ogbn-arxiv | 8-SGC | DropNode,
369.10ms/7064.62MB
---> ogbn-arxiv | 8-SGC | FastGCN,
499.89ms/8465.82MB
---> ogbn-arxiv | 8-SGC | LADIES,
593.68ms/8467.24MB
---> ogbn-arxiv | 8-SGC | BatchNorm,
526.35ms/9908.32MB
---> ogbn-arxiv | 8-SGC | PairNorm,
601.26ms/9908.26MB
---> ogbn-arxiv | 8-SGC | NodeNorm,
594.93ms/11070.39MB
---> ogbn-arxiv | 8-SGC | MeanNorm,
537.24ms/8751.26MB
---> ogbn-arxiv | 8-SGC | GroupNorm,
1165.06ms/21576.13MB
---> ogbn-arxiv | 8-SGC | CombNorm,
1252.81ms/23896.15MB
---> ogbn-arxiv | 8-SGC | Residual,
543.08ms/8750.64MB
---> ogbn-arxiv | 8-SGC | Initial,
542.67ms/8750.64MB
---> ogbn-arxiv | 8-SGC | Jumping,
535.85ms/8751.81MB
---> ogbn-arxiv | 8-SGC | Dense,
800.59ms/14561.73MB
---> ogbn-arxiv | 8-SGC | IdentityMapping
584.91ms/9914.25MB
---> ogbn-arxiv | 16-GCN | None,
1136.12ms/14058.69MB
---> ogbn-arxiv | 16-GCN | DropEdge,
977.04ms/13044.54MB
---> ogbn-arxiv | 16-GCN | DropNode,
842.81ms/12272.71MB
---> ogbn-arxiv | 16-GCN | FastGCN,
1108.86ms/13754.13MB
---> ogbn-arxiv | 16-GCN | LADIES,
1310.97ms/13753.46MB
---> ogbn-arxiv | 16-GCN | BatchNorm,
1178.30ms/16539.43MB
---> ogbn-arxiv | 16-GCN | PairNorm,
1317.47ms/16539.93MB
---> ogbn-arxiv | 16-GCN | NodeNorm,
1303.23ms/19029.60MB
---> ogbn-arxiv | 16-GCN | MeanNorm,
1191.41ms/14059.32MB
---> ogbn-arxiv | 16-GCN | GroupNorm,
2388.49ms/41540.97MB
---> ogbn-arxiv | 16-GCN | Residual,
1226.54ms/14601.16MB
---> ogbn-arxiv | 16-GCN | Initial,
1227.36ms/14601.16MB
---> ogbn-arxiv | 16-GCN | Jumping,
1209.07ms/14602.33MB
---> ogbn-arxiv | 16-GCN | Dense,
2202.83ms/37004.45MB
---> ogbn-arxiv | 16-GCN | IdentityMapping
1141.15ms/14058.69MB
---> ogbn-arxiv | 16-SGC | None,
1004.12ms/12109.80MB
---> ogbn-arxiv | 16-SGC | DropEdge,
850.09ms/11095.42MB
---> ogbn-arxiv | 16-SGC | DropNode,
713.64ms/10275.51MB
---> ogbn-arxiv | 16-SGC | FastGCN,
976.45ms/11803.59MB
---> ogbn-arxiv | 16-SGC | LADIES,
1176.25ms/11800.70MB
---> ogbn-arxiv | 16-SGC | BatchNorm,
1045.01ms/14589.29MB
---> ogbn-arxiv | 16-SGC | PairNorm,
1188.22ms/14589.16MB
---> ogbn-arxiv | 16-SGC | NodeNorm,
1181.12ms/17080.08MB
---> ogbn-arxiv | 16-SGC | MeanNorm,
1061.17ms/12109.80MB
---> ogbn-arxiv | 16-SGC | GroupNorm,
2321.44ms/39592.63MB
---> ogbn-arxiv | 16-SGC | Residual,
1073.04ms/12108.55MB
---> ogbn-arxiv | 16-SGC | Initial,
1074.09ms/12108.55MB
---> ogbn-arxiv | 16-SGC | Jumping,
1058.32ms/12110.97MB
---> ogbn-arxiv | 16-SGC | Dense,
2037.07ms/34512.94MB
---> ogbn-arxiv | 16-SGC | IdentityMapping
1158.61ms/14601.16MB
---> ogbn-arxiv | 32-GCN | None,
2295.50ms/23432.50MB
---> ogbn-arxiv | 32-GCN | DropEdge,
1977.29ms/22277.59MB
---> ogbn-arxiv | 32-GCN | DropNode,
1695.38ms/21375.29MB
---> ogbn-arxiv | 32-GCN | FastGCN,
2223.08ms/23082.86MB
---> ogbn-arxiv | 32-GCN | LADIES,
2622.87ms/23083.57MB
---> ogbn-arxiv | 32-GCN | BatchNorm,
2378.49ms/28559.35MB
---> ogbn-arxiv | 32-GCN | PairNorm,
2657.19ms/28560.36MB
---> ogbn-arxiv | 32-GCN | NodeNorm,
2631.94ms/33706.34MB
---> ogbn-arxiv | 32-GCN | MeanNorm,
2407.81ms/23433.75MB
---> ogbn-arxiv | 32-GCN | Residual,
2447.16ms/23974.96MB
---> ogbn-arxiv | 32-GCN | Initial,
2459.27ms/23974.96MB
---> ogbn-arxiv | 32-GCN | Jumping,
2433.02ms/24979.94MB
---> ogbn-arxiv | 32-GCN | IdentityMapping
2292.17ms/23432.50MB
---> ogbn-arxiv | 32-SGC | None,
2014.96ms/18826.87MB
---> ogbn-arxiv | 32-SGC | DropEdge,
1693.23ms/17672.46MB
---> ogbn-arxiv | 32-SGC | DropNode,
1416.19ms/16794.15MB
---> ogbn-arxiv | 32-SGC | FastGCN,
1940.84ms/18477.01MB
---> ogbn-arxiv | 32-SGC | LADIES,
2345.02ms/18474.28MB
---> ogbn-arxiv | 32-SGC | BatchNorm,
2085.69ms/23951.86MB
---> ogbn-arxiv | 32-SGC | PairNorm,
2377.52ms/23951.60MB
---> ogbn-arxiv | 32-SGC | NodeNorm,
2354.95ms/29098.83MB
---> ogbn-arxiv | 32-SGC | MeanNorm,
2127.01ms/18826.87MB
---> ogbn-arxiv | 32-SGC | Residual,
2137.83ms/18824.99MB
---> ogbn-arxiv | 32-SGC | Initial,
2149.85ms/18824.99MB
---> ogbn-arxiv | 32-SGC | Jumping,
2125.41ms/19666.49MB
---> ogbn-arxiv | 32-SGC | IdentityMapping
2313.24ms/23974.96MB
---> ogbn-arxiv | 64-GCN | None,
4596.63ms/42180.10MB
---> ogbn-arxiv | 64-GCN | DropEdge,
3964.61ms/40744.30MB
---> ogbn-arxiv | 64-GCN | DropNode,
3403.04ms/39658.64MB
---> ogbn-arxiv | 64-GCN | FastGCN,
4435.08ms/41739.89MB
---> ogbn-arxiv | 64-GCN | LADIES,
5237.33ms/41738.92MB
---> ogbn-arxiv | 64-GCN | MeanNorm,
4810.50ms/42181.98MB
---> ogbn-arxiv | 64-GCN | Residual,
4882.57ms/42722.57MB
---> ogbn-arxiv | 64-GCN | Initial,
4901.58ms/42722.57MB
---> ogbn-arxiv | 64-GCN | IdentityMapping
4623.47ms/42180.10MB
---> ogbn-arxiv | 64-SGC | None,
4016.94ms/32260.39MB
---> ogbn-arxiv | 64-SGC | DropEdge,
3396.19ms/30823.08MB
---> ogbn-arxiv | 64-SGC | DropNode,
2807.25ms/29724.30MB
---> ogbn-arxiv | 64-SGC | FastGCN,
3864.28ms/31818.89MB
---> ogbn-arxiv | 64-SGC | LADIES,
4670.33ms/31813.42MB
---> ogbn-arxiv | 64-SGC | BatchNorm,
4175.24ms/42676.36MB
---> ogbn-arxiv | 64-SGC | PairNorm,
4740.95ms/42675.85MB
---> ogbn-arxiv | 64-SGC | MeanNorm,
4234.57ms/32260.39MB
---> ogbn-arxiv | 64-SGC | Residual,
4284.12ms/32259.14MB
---> ogbn-arxiv | 64-SGC | Initial,
4298.38ms/32259.14MB
---> ogbn-arxiv | 64-SGC | IdentityMapping
4640.77ms/42722.57MB