PE array testbench data order (data)

Transcript

1. Testbench Behavior – PE Array 1 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 e + R - 1 F + S - 1 p * t filter ipsum p * t opsum p * t F e w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 ip00 ip01 ip02 ip03 ip10 ip11 ip12 ip13 Ip20 ip21 ip22 ip23 ip00 ip01 ip02 ip03 ip10 ip11 ip12 ip13 ip20 ip21 ip22 ip23 op00 op01 op02 op03 op10 op11 op12 op13 op20 op21 op22 op23 op00 op01 op02 op03 op10 op11 op12 op13 op20 op21 op22 op23 © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
2. Testbench Behavior – PE Array 2 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. e + R - 1 p * t filter r i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 F + S - 1 © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
3. Testbench Behavior – PE Array 3 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. e + R - 1 p * t filter r w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 F + S - 1 © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
4. Testbench Behavior – PE Array 4 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. e + R - 1 p * t filter r w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 F + S - 1 © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
5. Testbench Behavior – PE Array 5 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. e + R - 1 p * t filter r i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 F + S - 1 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
6. Testbench Behavior – PE Array 6 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. e + R - 1 p * t filter r i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 F + S - 1 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
7. Testbench Behavior – PE Array 7 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. e + R - 1 p * t filter r i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 F + S - 1 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
8. Testbench Behavior – PE Array 8 set_XID © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
9. Testbench Behavior – PE Array 9 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. e + R - 1 p * t filter r i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 F + S - 1 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
10. Testbench Behavior – PE Array 10 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. e + R - 1 p * t filter r i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 F + S - 1 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
11. Testbench Behavior – PE Array 11 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. e + R - 1 p * t filter r i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 F + S - 1 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
12. Testbench Behavior – PE Array 12 set_XID © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
13. Testbench Behavior – PE Array 13 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. e + R - 1 p * t filter r i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 F + S - 1 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
14. Testbench Behavior – PE Array 14 set_XID © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
15. Testbench Behavior – PE Array 15 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. e + R - 1 p * t filter r i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 F + S - 1 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
16. Testbench Behavior – PE Array 16 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. e + R - 1 p * t filter r i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 F + S - 1 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
17. Testbench Behavior – PE Array 17 set_XID © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
18. Testbench Behavior – PE Array 18 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. e + R - 1 F + S - 1 p * t filter r w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
19. Testbench Behavior – PE Array 19 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 e + R - 1 F + S - 1 p * t filter ipsum p * t opsum p * t F e w00 w01 w02 w10 w11 w12 w20 w21 w22 ip00 ip01 ip02 ip03 ip10 ip11 ip12 ip13 Ip20 ip21 ip22 ip23 ip00 ip01 ip02 ip03 ip10 ip11 ip12 ip13 ip20 ip21 ip22 ip23 op00 op01 op02 op03 op10 op11 op12 op13 op20 op21 op22 op23 op00 op01 op02 op03 op10 op11 op12 op13 op20 op21 op22 op23 w00 w01 w02 w10 w11 w12 w20 w21 w22 © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
20. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 Testbench Behavior – PE Array 20 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 e + R - 1 F + S - 1 r © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
21. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 Testbench Behavior – PE Array 21 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 e + R - 1 F + S - 1 r © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
22. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 Testbench Behavior – PE Array 22 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 e + R - 1 r F + S - 1 © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
23. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 Testbench Behavior – PE Array 23 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 e + R - 1 r F + S - 1 © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
24. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 Testbench Behavior – PE Array 24 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 e + R - 1 r F + S - 1 © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
25. Testbench Behavior – PE Array 25 set_XID © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
26. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 Testbench Behavior – PE Array 26 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 e + R - 1 r F + S - 1 © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
27. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 Testbench Behavior – PE Array 27 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 e + R - 1 r F + S - 1 © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
28. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 Testbench Behavior – PE Array 28 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 e + R - 1 r F + S - 1 © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
29. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 Testbench Behavior – PE Array 29 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 e + R - 1 r F + S - 1 © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
30. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 Testbench Behavior – PE Array 30 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 e + R - 1 r F + S - 1 © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
31. Testbench Behavior – PE Array 31 set_XID © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
32. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 Testbench Behavior – PE Array 32 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 e + R - 1 r S F + S - 1 © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
33. Testbench Behavior – PE Array 33 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 e + R - 1 p * t filter ipsum p * t opsum p * t F e w00 w01 w02 w10 w11 w12 w20 w21 w22 ip00 ip01 ip02 ip03 ip10 ip11 ip12 ip13 Ip20 ip21 ip22 ip23 ip00 ip01 ip02 ip03 ip10 ip11 ip12 ip13 ip20 ip21 ip22 ip23 op00 op01 op02 op03 op10 op11 op12 op13 op20 op21 op22 op23 op00 op01 op02 op03 op10 op11 op12 op13 op20 op21 op22 op23 w00 w01 w02 w10 w11 w12 w20 w21 w22 F + S - 1 © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
34. Testbench Behavior – PE Array 34 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 e + R - 1 F + R - 1 p * t filter ipsum p * t opsum p * t F e w00 w01 w02 w10 w11 w12 w20 w21 w22 op00 op01 op02 op03 op10 op11 op12 op13 op20 op21 op22 op23 op00 op01 op02 op03 op10 op11 op12 op13 op20 op21 op22 op23 w00 w01 w02 w10 w11 w12 w20 w21 w22 ip00 ip01 ip02 ip03 ip10 ip11 ip12 ip13 Ip20 ip21 ip22 ip23 ip00 ip01 ip02 ip03 ip10 ip11 ip12 ip13 ip20 ip21 ip22 ip23 © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
35. Testbench Behavior – PE Array 35 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 e + R - 1 p * t filter ipsum p * t opsum p * t F e w00 w01 w02 w10 w11 w12 w20 w21 w22 op00 op01 op02 op03 op10 op11 op12 op13 op20 op21 op22 op23 op00 op01 op02 op03 op10 op11 op12 op13 op20 op21 op22 op23 w00 w01 w02 w10 w11 w12 w20 w21 w22 ip00 ip01 ip02 ip03 ip10 ip11 ip12 ip13 Ip20 ip21 ip22 ip23 ip00 ip01 ip02 ip03 ip10 ip11 ip12 ip13 ip20 ip21 ip22 ip23 F + S - 1 © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
36. Testbench Behavior – PE Array 36 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 e + R - 1 p * t filter ipsum p * t opsum p * t F e w00 w01 w02 w10 w11 w12 w20 w21 w22 op00 op01 op02 op03 op10 op11 op12 op13 op20 op21 op22 op23 op00 op01 op02 op03 op10 op11 op12 op13 op20 op21 op22 op23 w00 w01 w02 w10 w11 w12 w20 w21 w22 ip00 ip01 ip02 ip03 ip10 ip11 ip12 ip13 Ip20 ip21 ip22 ip23 ip00 ip01 ip02 ip03 ip10 ip11 ip12 ip13 ip20 ip21 ip22 ip23 F + S - 1 © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
37. Testbench Behavior – PE Array 37 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 e + R - 1 p * t filter ipsum p * t opsum p * t F e w00 w01 w02 w10 w11 w12 w20 w21 w22 op00 op01 op02 op03 op10 op11 op12 op13 op20 op21 op22 op23 op00 op01 op02 op03 op10 op11 op12 op13 op20 op21 op22 op23 w00 w01 w02 w10 w11 w12 w20 w21 w22 ip00 ip01 ip02 ip03 ip10 ip11 ip12 ip13 Ip20 ip21 ip22 ip23 ip00 ip01 ip02 ip03 ip10 ip11 ip12 ip13 ip20 ip21 ip22 ip23 F + S - 1 © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
38. Testbench Behavior – PE Array 38 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 e + R - 1 p * t filter ipsum p * t opsum p * t F e w00 w01 w02 w10 w11 w12 w20 w21 w22 op00 op01 op02 op03 op10 op11 op12 op13 op20 op21 op22 op23 op00 op01 op02 op03 op10 op11 op12 op13 op20 op21 op22 op23 w00 w01 w02 w10 w11 w12 w20 w21 w22 ip00 ip01 ip02 ip03 ip10 ip11 ip12 ip13 Ip20 ip21 ip22 ip23 ip00 ip01 ip02 ip03 ip10 ip11 ip12 ip13 ip20 ip21 ip22 ip23 F + S - 1 © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
39. Testbench Behavior – PE Array 39 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 e + R - 1 p * t filter ipsum p * t opsum p * t F e w00 w01 w02 w10 w11 w12 w20 w21 w22 op00 op01 op02 op03 op10 op11 op12 op13 op20 op21 op22 op23 op00 op01 op02 op03 op10 op11 op12 op13 op20 op21 op22 op23 w00 w01 w02 w10 w11 w12 w20 w21 w22 ip00 ip01 ip02 ip03 ip10 ip11 ip12 ip13 Ip20 ip21 ip22 ip23 ip00 ip01 ip02 ip03 ip10 ip11 ip12 ip13 ip20 ip21 ip22 ip23 F + S - 1 © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
40. Testbench Behavior – PE Array 40 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 e + R - 1 p * t filter ipsum p * t opsum p * t F e w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 ip00 ip01 ip02 ip03 ip10 ip11 ip12 ip13 Ip20 ip21 ip22 ip23 ip00 ip01 ip02 ip03 ip10 ip11 ip12 ip13 ip20 ip21 ip22 ip23 op00 op01 op02 op03 op10 op11 op12 op13 op20 op21 op22 op23 op00 op01 op02 op03 op10 op11 op12 op13 op20 op21 op22 op23 F + S - 1 © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
41. Testbench Behavior – PE Array 41 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 e + R - 1 p * t filter ipsum p * t opsum p * t F e w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 ip00 ip01 ip02 ip03 ip10 ip11 ip12 ip13 Ip20 ip21 ip22 ip23 ip00 ip01 ip02 ip03 ip10 ip11 ip12 ip13 ip20 ip21 ip22 ip23 op00 op01 op02 op03 op10 op11 op12 op13 op20 op21 op22 op23 op00 op01 op02 op03 op10 op11 op12 op13 op20 op21 op22 op23 F + S - 1 © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
42. Testbench Behavior – PE Array 42 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 e + R - 1 p * t filter ipsum p * t opsum p * t F e w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 ip00 ip01 ip02 ip03 ip10 ip11 ip12 ip13 Ip20 ip21 ip22 ip23 ip00 ip01 ip02 ip03 ip10 ip11 ip12 ip13 ip20 ip21 ip22 ip23 op00 op01 op02 op03 op10 op11 op12 op13 op20 op21 op22 op23 op00 op01 op02 op03 op10 op11 op12 op13 op20 op21 op22 op23 F + S - 1 © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
43. Testbench Behavior – PE Array 43 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 e + R - 1 p * t filter ipsum p * t opsum p * t F e w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 ip00 ip01 ip02 ip03 ip10 ip11 ip12 ip13 Ip20 ip21 ip22 ip23 ip00 ip01 ip02 ip03 ip10 ip11 ip12 ip13 ip20 ip21 ip22 ip23 op00 op01 op02 op03 op10 op11 op12 op13 op20 op21 op22 op23 op00 op01 op02 op03 op10 op11 op12 op13 op20 op21 op22 op23 F + S - 1 © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
44. Testbench Behavior – PE Array 44 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 e + R - 1 p * t filter ipsum p * t opsum p * t F e w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 ip00 ip01 ip02 ip03 ip10 ip11 ip12 ip13 Ip20 ip21 ip22 ip23 ip00 ip01 ip02 ip03 ip10 ip11 ip12 ip13 ip20 ip21 ip22 ip23 op00 op01 op02 op03 op10 op11 op12 op13 op20 op21 op22 op23 op00 op01 op02 op03 op10 op11 op12 op13 op20 op21 op22 op23 F + S - 1 © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
45. Testbench Behavior – PE Array 45 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 e + R - 1 p * t filter ipsum p * t opsum p * t F e w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 ip00 ip01 ip02 ip03 ip10 ip11 ip12 ip13 Ip20 ip21 ip22 ip23 ip00 ip01 ip02 ip03 ip10 ip11 ip12 ip13 ip20 ip21 ip22 ip23 op00 op01 op02 op03 op10 op11 op12 op13 op20 op21 op22 op23 op00 op01 op02 op03 op10 op11 op12 op13 op20 op21 op22 op23 F + S - 1 © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
46. Testbench Behavior – PE Array 46 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 e + R - 1 p * t filter ipsum p * t opsum p * t F e w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 ip00 ip01 ip02 ip03 ip10 ip11 ip12 ip13 Ip20 ip21 ip22 ip23 ip00 ip01 ip02 ip03 ip10 ip11 ip12 ip13 ip20 ip21 ip22 ip23 op00 op01 op02 op03 op10 op11 op12 op13 op20 op21 op22 op23 op00 op01 op02 op03 op10 op11 op12 op13 op20 op21 op22 op23 F + S - 1 © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
47. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 Testbench Behavior – PE Array 47 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 e + R - 1 r F + S - 1 © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
48. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 Testbench Behavior – PE Array 48 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 e + R - 1 r F + S - 1 © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
49. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 Testbench Behavior – PE Array 49 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 e + R - 1 r F + S - 1 © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
50. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 Testbench Behavior – PE Array 50 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 e + R - 1 r F + S - 1 © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
51. Testbench Behavior – PE Array 51 set_XID © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
52. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 Testbench Behavior – PE Array 52 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 e + R - 1 r F + S - 1 © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
53. Testbench Behavior – PE Array 53 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 e + R - 1 p * t filter ipsum p * t opsum p * t F e w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 ip00 ip01 ip02 ip03 ip10 ip11 ip12 ip13 ip20 ip21 ip22 ip23 op00 op01 op02 op03 op10 op11 op12 op13 op20 op21 op22 op23 op00 op01 op02 op03 op10 op11 op12 op13 op20 op21 op22 op23 ip00 ip01 ip02 ip03 ip10 ip11 ip12 ip13 Ip20 ip21 ip22 ip23 F + S - 1 © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
54. Testbench Behavior – PE Array 54 set_XID © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
55. Testbench Behavior – PE Array 55 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 e + R - 1 p * t filter ipsum p * t opsum p * t F e w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 ip00 ip01 ip02 ip03 ip10 ip11 ip12 ip13 ip20 ip21 ip22 ip23 op00 op01 op02 op03 op10 op11 op12 op13 op20 op21 op22 op23 op00 op01 op02 op03 op10 op11 op12 op13 op20 op21 op22 op23 ip00 ip01 ip02 ip03 ip10 ip11 ip12 ip13 Ip20 ip21 ip22 ip23 F + S - 1 © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
56. Testbench Behavior – PE Array 56 set_XID © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.
57. Testbench Behavior – PE Array 57 ifmap Data Ordering Note: The ifmap and weight data are transmitted in groups of q channels simultaneously. As a result, the input channel dimension is omitted in the illustration. i00 i01 i02 i03 i04 i05 i10 i11 i12 i13 i14 i15 i20 i21 i22 i23 i24 i25 i30 i31 i32 i33 i34 i35 i40 i41 i42 i43 i44 i45 e + R - 1 p * t filter ipsum p * t opsum p * t F e w00 w01 w02 w10 w11 w12 w20 w21 w22 w00 w01 w02 w10 w11 w12 w20 w21 w22 ip00 ip01 ip02 ip03 ip10 ip11 ip12 ip13 ip20 ip21 ip22 ip23 op00 op01 op02 op03 op10 op11 op12 op13 op20 op21 op22 op23 op00 op01 op02 op03 op10 op11 op12 op13 op20 op21 op22 op23 ip00 ip01 ip02 ip03 ip10 ip11 ip12 ip13 Ip20 ip21 ip22 ip23 F + S - 1 © 2025-2026 AI System Lab, National Cheng Kung University (NCKU). All rights reserved.