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style: switch to hash comments in asm #38

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15 changes: 8 additions & 7 deletions asm/classification.asm
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Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
; (A) Define the 4 Principal ANNs with Transformer Layers
# (A) Define the 4 Principal ANNs with Transformer Layers
OP_NEUR CONFIG_ANN 0 CREATE_LAYER 784 2352 LEAKYRELU
OP_NEUR CONFIG_ANN 0 SET_SHAPE 28 28 1
OP_NEUR CONFIG_ANN 0 ADD_LAYER 2352 TRANSFORMER
Expand All @@ -23,16 +23,16 @@ OP_NEUR CONFIG_ANN 2 ADD_LAYER 256 LEAKYRELU
OP_NEUR CONFIG_ANN 2 ADD_LAYER 9256 COMBINED_STEP
OP_NEUR CONFIG_ANN 2 ADD_LAYER 3 NONE
OP_NEUR CONFIG_ANN 2 FINALIZE
; (B) Load All Trained Weights for Classification
# (B) Load All Trained Weights for Classification
OP_NEUR LOAD_ALL trained_weights
; (C) Perform Inference on the 4 Principal ANNs
# (C) Perform Inference on the 4 Principal ANNs
OP_NEUR INFER_ANN 0 true 10
ADD $t0, $zero, $t9
OP_NEUR INFER_ANN 1 true 10
ADD $t1, $zero, $t9
OP_NEUR INFER_ANN 2 true 10
ADD $t2, $zero, $t9
; (D) Manual Majority Voting Among the 4 ANNs
# (D) Manual Majority Voting Among the 4 ANNs
ADDI $t10, $zero, 0
ADDI $t11, $zero, 0
ADDI $t12, $zero, 0
Expand Down Expand Up @@ -78,7 +78,7 @@ ann2_isU:
ADDI $t12, $t12, 1
J ann2_done
ann2_done:
; (E) Decide Final Class based on Majority Vote
# (E) Decide Final Class based on Majority Vote
BGT $t10, $t11, checkA_vsU
BGT $t11, $t10, checkB_vsU
ADDI $t9, $zero, 2
Expand All @@ -92,9 +92,10 @@ BGT $t11, $t12, finalizeB
ADDI $t9, $zero, 2
J finalize_output
finalizeA:
ADDI $t9, $zero, 0
ADDI $t9, $zero, 0 # Class A selected – display a green indicator
J finalize_output
finalizeB:
ADDI $t9, $zero, 1
ADDI $t9, $zero, 1 # Class B selected – no green indicator
finalize_output:
# Final result is in $t9. Use green color when class A is predicted.
HALT
7 changes: 4 additions & 3 deletions asm/training.asm
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Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
; (A) Define the 4 Principal ANNs with Transformer Layers
# (A) Define the 4 Principal ANNs with Transformer Layers
OP_NEUR CONFIG_ANN 0 CREATE_LAYER 784 2352 LEAKYRELU
OP_NEUR CONFIG_ANN 0 SET_SHAPE 28 28 1
OP_NEUR CONFIG_ANN 0 ADD_LAYER 2352 TRANSFORMER
Expand All @@ -23,10 +23,11 @@ OP_NEUR CONFIG_ANN 2 ADD_LAYER 256 LEAKYRELU
OP_NEUR CONFIG_ANN 2 ADD_LAYER 9256 COMBINED_STEP
OP_NEUR CONFIG_ANN 2 ADD_LAYER 3 NONE
OP_NEUR CONFIG_ANN 2 FINALIZE
; (B) Train Principal ANNs
# (B) Train Principal ANNs
OP_NEUR TRAIN_ANN 0 40 10
OP_NEUR TRAIN_ANN 1 40 10
OP_NEUR TRAIN_ANN 2 40 10
; (C) Save all weights
# (C) Save all weights
OP_NEUR SAVE_ALL trained_weights
# Training complete – display a green indicator to confirm success
HALT