pe-array - Speaker Deck

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AI System Lab Testbench Behavior – PE Array 88 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

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AI System Lab Testbench Behavior – PE Array 89 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

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AI System Lab Testbench Behavior – PE Array 90 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

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AI System Lab Testbench Behavior – PE Array 91 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

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AI System Lab Testbench Behavior – PE Array 92 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

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AI System Lab Testbench Behavior – PE Array 93 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

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AI System Lab Testbench Behavior – PE Array 94 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

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AI System Lab Testbench Behavior – PE Array 95 set_XID

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AI System Lab Testbench Behavior – PE Array 96 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

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AI System Lab Testbench Behavior – PE Array 97 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

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AI System Lab Testbench Behavior – PE Array 98 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

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AI System Lab Testbench Behavior – PE Array 99 set_XID

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AI System Lab Testbench Behavior – PE Array 100 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

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AI System Lab Testbench Behavior – PE Array 101 set_XID

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AI System Lab Testbench Behavior – PE Array 102 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

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AI System Lab Testbench Behavior – PE Array 103 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

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AI System Lab Testbench Behavior – PE Array 104 set_XID

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AI System Lab Testbench Behavior – PE Array 105 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

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AI System Lab Testbench Behavior – PE Array 106 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

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AI System Lab 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 107 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

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AI System Lab 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 108 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

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AI System Lab 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 109 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

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AI System Lab 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 110 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

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AI System Lab 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 111 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

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AI System Lab Testbench Behavior – PE Array 112 set_XID

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AI System Lab 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 113 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

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AI System Lab 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 114 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

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AI System Lab 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 115 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

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AI System Lab 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 116 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

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AI System Lab 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 117 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

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AI System Lab Testbench Behavior – PE Array 118 set_XID

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AI System Lab 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 119 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

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AI System Lab Testbench Behavior – PE Array 120 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

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AI System Lab Testbench Behavior – PE Array 121 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

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AI System Lab Testbench Behavior – PE Array 122 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

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AI System Lab Testbench Behavior – PE Array 123 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

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AI System Lab Testbench Behavior – PE Array 124 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

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AI System Lab Testbench Behavior – PE Array 125 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

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AI System Lab Testbench Behavior – PE Array 126 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

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AI System Lab Testbench Behavior – PE Array 127 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

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AI System Lab Testbench Behavior – PE Array 128 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

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AI System Lab Testbench Behavior – PE Array 129 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

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AI System Lab Testbench Behavior – PE Array 130 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

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AI System Lab Testbench Behavior – PE Array 131 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

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AI System Lab Testbench Behavior – PE Array 132 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

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AI System Lab Testbench Behavior – PE Array 133 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

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AI System Lab 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 134 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

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AI System Lab 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 135 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

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AI System Lab 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 136 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

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AI System Lab 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 137 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

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AI System Lab Testbench Behavior – PE Array 138 set_XID

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AI System Lab 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 139 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

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AI System Lab Testbench Behavior – PE Array 140 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

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AI System Lab Testbench Behavior – PE Array 141 set_XID

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AI System Lab Testbench Behavior – PE Array 142 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

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AI System Lab Testbench Behavior – PE Array 143 set_XID

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AI System Lab Testbench Behavior – PE Array 144 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