Gated Local-Global Graph Attention / results.json
Unverified
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}