KataGo Distributed Training and new networks
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akigo
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Re: KataGo Distributed Training and new networks
In my test matches I always use one search thread for the optimized network in BadukAI because:
1) Almost all calculations are done on the NPU which exists only once, so you don't gain significant speed with more threads, so why use them ?
2) Due to the above SW architecture, one thread may be blocked by the other for a lot of playouts, which can have very bad effects on the search process, so might lose significant strength.
1) Almost all calculations are done on the NPU which exists only once, so you don't gain significant speed with more threads, so why use them ?
2) Due to the above SW architecture, one thread may be blocked by the other for a lot of playouts, which can have very bad effects on the search process, so might lose significant strength.
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And
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Re: KataGo Distributed Training and new networks
BadukAI 40b optimized version 1.13.2 (maxPlayouts 15, numSearchThreads 2) - Sabaki 40b s1110 (maxPlayouts 10, numSearchThreads 2) 1:1
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- s1110 - opt s1110.sgf
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- opt s1110 - s1110.sgf
- (1.22 KiB) Downloaded 964 times
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And
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Re: KataGo Distributed Training and new networks
thanks! this is very useful information!akigo wrote:In my test matches I always use one search thread for the optimized network in BadukAI because:
1) Almost all calculations are done on the NPU which exists only once, so you don't gain significant speed with more threads, so why use them ?
2) Due to the above SW architecture, one thread may be blocked by the other for a lot of playouts, which can have very bad effects on the search process, so might lose significant strength.
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And
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Re: KataGo Distributed Training and new networks
1 and 2 game BadukAI 40b optimized version 1.13.2 (maxPlayouts 15, numSearchThreads 1) - Sabaki 40b s1110 (maxPlayouts 10, numSearchThreads 1) 1:1
- Attachments
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- opt s1110 - s1110.sgf
- (1.76 KiB) Downloaded 958 times
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- s1110 - opt s1110.sgf
- (1.08 KiB) Downloaded 940 times
Last edited by And on Fri Feb 25, 2022 2:51 am, edited 1 time in total.
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And
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Re: KataGo Distributed Training and new networks
3 and 4 game BadukAI - Sabaki 1:1
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- opt s1110 - s1110.sgf
- (1.22 KiB) Downloaded 1153 times
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- s1110 - opt s1110.sgf
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And
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Re: KataGo Distributed Training and new networks
5 and 6 game BadukAI - Sabaki 1:1
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- opt s1110 - s1110.sgf
- (732 Bytes) Downloaded 1135 times
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- s1110 - opt s1110.sgf
- (1.2 KiB) Downloaded 1157 times
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And
- Gosei
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Re: KataGo Distributed Training and new networks
7 and 8 game BadukAI - Sabaki 1:1
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- opt s1110 - s1110.sgf
- (792 Bytes) Downloaded 1122 times
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- s1110 - opt s1110.sgf
- (924 Bytes) Downloaded 1114 times
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And
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Re: KataGo Distributed Training and new networks
9 and 10 game BadukAI - Sabaki 0:2
after 10 games BadukAI (40b optimized version 1.13.2, maxPlayouts 15, numSearchThreads 1) - Sabaki (40b s1110 maxPlayouts 10, numSearchThreads 1) 4:6
after 10 games BadukAI (40b optimized version 1.13.2, maxPlayouts 15, numSearchThreads 1) - Sabaki (40b s1110 maxPlayouts 10, numSearchThreads 1) 4:6
- Attachments
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- opt s1110 - s1110.sgf
- (966 Bytes) Downloaded 1079 times
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- s1110 - opt s1110.sgf
- (924 Bytes) Downloaded 1091 times
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And
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Re: KataGo Distributed Training and new networks
BadukAI (40b optimized version 1.13.2, maxPlayouts 12, numSearchThreads 1) - Sabaki (40b s1110 maxPlayouts 10, numSearchThreads 1)
1 and 2 game 1:1
1 and 2 game 1:1
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- opt s1110 - s1110.sgf
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- s1110 - opt s1110.sgf
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And
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Re: KataGo Distributed Training and new networks
3 and 4 game BadukAI - Sabaki 1:1
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- opt s1110 - s1110.sgf
- (986 Bytes) Downloaded 1064 times
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- s1110 - opt s1110.sgf
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And
- Gosei
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Re: KataGo Distributed Training and new networks
5 and 6 game BadukAI - Sabaki 1:1
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- opt s1110 - s1110.sgf
- (1014 Bytes) Downloaded 1047 times
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- s1110 - opt s1110.sgf
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And
- Gosei
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Re: KataGo Distributed Training and new networks
7 and 8 game BadukAI - Sabaki 1:1
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- opt s1110 - s1110.sgf
- (906 Bytes) Downloaded 1057 times
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- s1110 - opt s1110.sgf
- (810 Bytes) Downloaded 1038 times
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And
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Re: KataGo Distributed Training and new networks
9 and 10 game BadukAI - Sabaki 2:0
after 10 games BadukAI (40b optimized version 1.13.2, maxPlayouts 12, numSearchThreads 1) - Sabaki (40b s1110 maxPlayouts 10, numSearchThreads 1) 6:4
after 10 games BadukAI (40b optimized version 1.13.2, maxPlayouts 12, numSearchThreads 1) - Sabaki (40b s1110 maxPlayouts 10, numSearchThreads 1) 6:4
- Attachments
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- opt s1110 - s1110.sgf
- (1.37 KiB) Downloaded 1002 times
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- s1110 - opt s1110.sgf
- (486 Bytes) Downloaded 1043 times