toy-hardware/managed_components/espressif__dl_fft/benchmark_esp32p4.md

ESP32-P4 fft benchmark:

Test Name	Size	SNR (dB)	RMSE	Time (μs)
1. test dl fft	128	104.868538	0.000316	38
	256	107.637619	0.000316	85
	512	110.548630	0.000316	188
	1024	113.582832	0.000316	415
	2048	116.905914	0.000316	904
2. test dl ifft	128	85.701355	0.000316	46
	256	85.375244	0.000316	99
	512	85.372276	0.000316	217
	1024	85.351921	0.000316	471
	2048	85.206238	0.000316	1017
3. test dl rfft	128	101.360046	0.000316	18
	256	105.289742	0.000316	44
	512	107.978775	0.000316	88
	1024	110.488144	0.000316	212
	2048	113.904335	0.000316	416
4. test dl irfft	128	85.467148	0.000316	22
	256	85.928154	0.000316	52
	512	84.540436	0.000316	102
	1024	85.282562	0.000316	244
	2048	85.383667	0.000316	465
5. test dl fft s16	128	65.917183	0.001719	60
	256	61.950771	0.003524	135
	512	59.240242	0.006614	299
	1024	56.814144	0.013190	654
	2048	53.681591	0.026223	1422
6. test dl ifft s16	128	59.837440	0.000527	61
	256	52.158340	0.000902	137
	512	51.414349	0.000917	303
	1024	51.119301	0.000960	663
	2048	45.654255	0.001737	1439
7. test dl fft hp s16	128	76.132126	0.000621	79
	256	73.598412	0.000975	177
	512	72.596603	0.001546	384
	1024	73.045952	0.002084	853
	2048	69.902023	0.004387	1826
8. test dl ifft hp s16	128	72.633217	0.000327	80
	256	71.462891	0.000328	180
	512	68.908401	0.000334	389
	1024	68.920097	0.000335	862
	2048	67.777245	0.000345	1842
9. test dl rfft s16	128	63.782593	0.001403	32
	256	60.652668	0.002885	70
	512	58.204708	0.005433	154
	1024	54.490803	0.011284	337
	2048	51.854618	0.022304	730
10. test dl irfft s16	128	57.822262	0.000596	32
	256	52.207390	0.000937	71
	512	50.153603	0.000984	155
	1024	45.564911	0.001740	338
	2048	40.217754	0.003298	733
11. test dl rfft hp s16	128	75.728333	0.000464	41
	256	74.201035	0.000730	88
	512	72.743904	0.001103	196
	1024	72.959915	0.001432	422
	2048	70.298073	0.002952	928
12. test dl irfft hp s16	128	72.830231	0.000324	41
	256	71.144485	0.000330	89
	512	67.758896	0.000338	198
	1024	69.508110	0.000335	424
	2048	67.428802	0.000346	933