[西安交通大学][高校贡献][PyTorch离线推理][CycleGAN]-初次提交-ModelZoo-PyTorch-AtomGit

已合并

[西安交通大学][高校贡献][PyTorch离线推理][CycleGAN]-初次提交 #1105

AtomGit-Bot创建于 2022年7月11日从refs/pull/1105/head 合入到 master

[西安交通大学][高校贡献][PyTorch离线推理][CycleGAN]-初次提交 #1105

已合并

AtomGit-Bot创建于 2022年7月11日

从refs/pull/1105/head合入到master

2022年7月11日

cosine_similarity	310	310p
bs1(best)(sat2map)	0.9999999	1.0
bs1(best)(map2sat)	0.9990409	0.999076

bs1是性能最优的batchsize，其他batchsize与其精度一致。

sat2map性能对比

Throughput	310	310p	T4	310p/310	310p/T4
bs1	43.83397453	245.9075868	28.62229727	5.609976952	8.591469249
bs4	42.19549772	223.838244	28.13467793	5.304789754	7.955955441
bs8	42.289638	212.4621356	25.84681909	5.023976217	8.220049625
bs16	42.42774673	215.8088165	22.73996549	5.086501951	9.490287775
bs32	42.41918885	224.1374839	17.16844461	5.283870107	13.05520034
bs64	42.4045603	225.8919216	10.54071811	5.327066712	21.43041103
最优batch(1)	43.83397453	245.9075868	28.62229727	5.609976952	8.591469249

最优batch：310p大于310的1倍；310p大于T4的1.6倍，性能达标。

map2sat性能对比

Throughput	310	310p	T4	310p/310	310p/T4
bs1	43.84165193	247.0199008	31.26983765	5.634365721	7.899622107
bs4	42.22344362	224.2209594	27.95890459	5.310342789	8.01966181
bs8	42.26819072	211.33118	25.62353725	4.999768772	8.247541234
bs16	42.39408798	213.8217158	22.4059061	5.043668256	9.54309613
bs32	42.42045865	224.4560943	17.3181316	5.291222712	12.96075693
bs64	42.41811573	228.9337259	10.54340628	5.397074385	21.71345008
最优batch(1)	43.84165193	247.0199008	31.26983765	5.634365721	7.899622107