NM-SpMM designs an efficient compressed offset address sparse encoding format COA, which avoids the impact of semi-structured parameter configuration on sparse data access. Based on the COA, NM-SpMM performs fine-grained optimization of sparse matrix multiplication in ...
LlamaIndex is a data framework for your LLM applications - llama_index/CHANGELOG.md at feature/lindormsearch-vector-db · Rainy-GG/llama_index
The resultant hybrid models, SVR-GWO, SVR-BA, and SVR-COA, were validated in terms of the area under curve (AUC) and root mean square error (RMSE). The AUC values for the SVR-GWO (0.733), SVR-BA (0.724), and SVR-COA (0.738) models indicate their good prediction rates for ...
FIG. 3 is a schematic block diagram of the structure of the bit-scan processor unit of the character recognition system of the present invention. FIG. 4 is a schematic block diagram of the structure of the arithmetic processor unit of the character recognition system of the present invention....
All time-domain simulations are executed on a personal computer with Intel Core i7 processor and 16 GB RAM. The simulated total signal power and cross-talk at port 3 of the AWG are illustrated in Fig. 10. Note that the cross-talk at port 3 is identified as the signal power emanating...
Each computation end is configured with one 2.8-GHz Dual-Core Intel processor, 4 GB of 1066-MHz DDR3 ECC memory and 1 TB of disk storage, running the CentOS Linux 5.8 64-bit operating system. One of these NoSQL nodes is used as a distributed tile storage controller and task scheduler ...
10.03 ± 1.92 10 SVM, k-NN 9.26 ± 1.89, 11.94 ± 2.23 9.07 ± 1.9, 11.76 ± 1.56 9.7 ± 1.62, 10.9 ± 1.8 2.1 ± 0.09, 11.25 ± 1.97 All experiments were conducted with MATLAB version 7.11 on a 2.4 GHZ Intel® CoreTM i7 processor running Windows 10 with 8 GB main memory. Fi...
The hardware control platform is a TMS320F2812 digital signal processor plus a hardware interface circuit and a power driver circuOitsciblloosacorpde. Figure 14 showsSitnhglee pehaxspe evorlitmageental platform using the digital control system. regulator DC digital power supplies DC digital power ...