[2023-05-17 01:54:35,384] [INFO] [runner.py:541:main] cmd = /root/miniconda3/envs/vicuna/bin/python -u -m deepspeed.launcher.launch --world_info=eJsb2NhbGhvc3QiOiBbMF19 --master_addr=127.0.0.1 --master_port=29500 --enable_each_rank_log=None FastChat/fastchat/train/train_mem.p...
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ThelarsonNserver benchmark by Larson and Krishnan [2] allocates and frees between threads. They observed this behavior (which they callbleeding) in actual server applications, and the benchmark simulates this. Here,mimallocis quite a bit faster thantcmallocandjemallocprobably due to the object mi...
Text-to-speech is a form of speech synthesis that converts any string of text characters into spoken output.
applications, which include deconvoluting complex mixtures that encompass 30 cell types, demonstrate its preferable sensitivity and specificity compared to many existing methods as well as its utilities. In addition, AdRoit is computationally efficient and runs orders of magnitude faster than most methods...
Big data helps you identify patterns in data that indicate fraud and aggregate large volumes of information to make regulatory reporting much faster. 4. Manufacturing. Factors that can predict mechanical failures may be deeply buried in structured data—think the year, make, and model of equipment...
ResGen is built on the principle of parallel multiscale modelling, which can capture higher-level interaction and achieve higher computational efficiency (about eight-times faster than the previous best art). The generation process is formulated as a hierarchical autoregression, that is, a global ...
P3 sort is approximately 10 times faster than Quicksort when 5% or less of the data is disordered, regardless of the degree of disorder. As the dataset size increases, P3 sort improves further against Quicksort due to its linear complexity for ordered data. In addition, observe that the ...
If you create lots of variations and upscale them all to the maximum amount, you'll burn through those GPU hours faster than if you create lots of low-res images. And to make things more complicated, starting with the $30/month Standard plan, you get more fast GPU hours, but you ...