Gated Local-Global Graph Attention / results.json

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 1{
 2  "device": "cuda",
 3  "predictions": {
 4    "local_mask_max_error": 2.384185791015625e-07,
 5    "linear_reassociation_max_error": 8.940696716308594e-08,
 6    "proxy_ratio_N64_to_N512": [
 7      2.6666666666666665,
 8      21.333333333333332
 9    ],
10    "proxy_loglog_slope": 0.9999999999999998
11  },
12  "learning_mse": {
13    "dense": 0.06532395320634048,
14    "hybrid": 2.255496887452561e-05
15  },
16  "timing": [
17    {
18      "N": 64,
19      "dense_ms": 0.328008399810642,
20      "hybrid_ms": 1.9337995996465907,
21      "speedup": 0.16961860984488092
22    },
23    {
24      "N": 128,
25      "dense_ms": 0.619363397709094,
26      "hybrid_ms": 1.8091166013618931,
27      "speedup": 0.34235681505705085
28    },
29    {
30      "N": 256,
31      "dense_ms": 0.5018884025048465,
32      "hybrid_ms": 1.460001801024191,
33      "speedup": 0.3437587557445284
34    },
35    {
36      "N": 512,
37      "dense_ms": 0.3452175995334983,
38      "hybrid_ms": 1.9562188012059778,
39      "speedup": 0.17647187488468935
40    }
41  ]
42}