diff --git a/cme433_lrtestbench-main/python/get_mnist_stats.py b/cme433_lrtestbench-main/python/get_mnist_stats.py index ee33d51e7bf10b20fe03a6093daa11133411442b..c0693577bdafda98503554221cfac4d1357bbba9 100644 --- a/cme433_lrtestbench-main/python/get_mnist_stats.py +++ b/cme433_lrtestbench-main/python/get_mnist_stats.py @@ -21,29 +21,6 @@ def twoscomp_to_decimal(inarray, bits_in_word): inputs = np.array(inputs) return inputs -test_y = None -with open("../data/t10k-labels-idx1-ubyte.gz", "rb") as f: - data = f.read() - test_y = np.frombuffer(gzip.decompress(data), dtype=np.uint8).copy() - -test_y = test_y[8:] - -acc = 0 -for i in range(0, SVERILOG_BATCH_COUNT): - predictions_bin = [] - with open( - ROOT_DIR - + "mult{}_{}in_layer{}_out.txt".format(VERSION, i, SVERILOG_FINAL_LAYER) - ) as pfile: - predictions_bin = pfile.readlines() - - predictions = twoscomp_to_decimal(predictions_bin, 8) - - if predictions.argmax() == test_y[i]: - acc += 1 - -print("Acc: ", acc * 100 / SVERILOG_BATCH_COUNT) - """ Calculate the Normalized Mean Error Distance (NMED) for the layers provided. @@ -59,7 +36,7 @@ def calculate_nmed_layer(layer): NMED = 0 for i in range(0, SVERILOG_BATCH_COUNT): - VERSION = "approx" + VERSION = "exact" predictions_bin = [] with open( ROOT_DIR @@ -69,7 +46,8 @@ def calculate_nmed_layer(layer): predictions_exact = twoscomp_to_decimal(predictions_bin, 8) - VERSION = "approx_lastlayer" + VERSION = sys.argv[1] + #print("VERSION: ", VERSION) predictions_bin2 = [] with open( ROOT_DIR @@ -88,6 +66,29 @@ def calculate_nmed_layer(layer): NMED = mean_abs_difference / (MAX_VALUE) return NMED +test_y = None +with open("../data/t10k-labels-idx1-ubyte.gz", "rb") as f: + data = f.read() + test_y = np.frombuffer(gzip.decompress(data), dtype=np.uint8).copy() + +test_y = test_y[8:] + +acc = 0 +for i in range(0, SVERILOG_BATCH_COUNT): + predictions_bin = [] + with open( + ROOT_DIR + + "mult{}_{}in_layer{}_out.txt".format(VERSION, i, SVERILOG_FINAL_LAYER) + ) as pfile: + predictions_bin = pfile.readlines() + + predictions = twoscomp_to_decimal(predictions_bin, 8) + + if predictions.argmax() == test_y[i]: + acc += 1 + +print("Acc: ", acc * 100 / SVERILOG_BATCH_COUNT) + # Calculate and print NMED of each layer. if VERSION == "approx": nmed1 = calculate_nmed_layer(0) diff --git a/cme433_lrtestbench-main/results/multexact_0in_layer0_out.txt b/cme433_lrtestbench-main/results/multexact_0in_layer0_out.txt index 647e67fd1e588543c92b1f9d3d7fc444df65077d..8b7c093438ecefff9477264ffefd1254abfd8634 100644 --- a/cme433_lrtestbench-main/results/multexact_0in_layer0_out.txt +++ b/cme433_lrtestbench-main/results/multexact_0in_layer0_out.txt @@ -1,256 +1,256 @@ -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10101000 -10000000 -10000000 -10000000 -10101111 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 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0647213debdcd5a8b18be8e7be84c1f2c066e1c6..b2225062503b309d1d53cdde582d6a4d240c8c09 100644 --- a/cme433_lrtestbench-main/results/multexact_0in_layer1_out.txt +++ b/cme433_lrtestbench-main/results/multexact_0in_layer1_out.txt @@ -1,128 +1,128 @@ -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10101010 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10001001 -10001010 -10000000 -10000000 -10101001 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10001100 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10001011 -10000000 -10000000 -10000000 -10000000 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6a0add2d0ddcf1b1e6f796ff453d0ee02d0c0192..828511730b0d5d5db65507dc390d840a1a261db0 100644 --- a/cme433_lrtestbench-main/results/multexact_0in_layer2_out.txt +++ b/cme433_lrtestbench-main/results/multexact_0in_layer2_out.txt @@ -1,10 +1,10 @@ -11000101 -11000110 -11010001 -11011000 -11001111 -11000111 -10110100 -11101100 -11000100 -11011101 +00110001 +10010111 +00001000 +01110101 +11101111 +10110011 +01010101 +11110111 +11001001 +00001100 diff --git a/cme433_lrtestbench-main/results/multexact_10in_layer0_out.txt b/cme433_lrtestbench-main/results/multexact_10in_layer0_out.txt index 416c7abc83499432a2c193d60b25c90e822a72f1..28acdd04e86b9751e92bf3d424118c47b7156c31 100644 --- a/cme433_lrtestbench-main/results/multexact_10in_layer0_out.txt +++ b/cme433_lrtestbench-main/results/multexact_10in_layer0_out.txt @@ -1,256 +1,256 @@ -10000000 -10000000 -10000000 -10000000 -10000000 -10001010 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 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a/cme433_lrtestbench-main/results/multexact_10in_layer1_out.txt b/cme433_lrtestbench-main/results/multexact_10in_layer1_out.txt index 39ac98062805750d628cbdabf0a8e75e04d0ee8e..e093e65a72f465196e963c981be8f3c766f2e061 100644 --- a/cme433_lrtestbench-main/results/multexact_10in_layer1_out.txt +++ b/cme433_lrtestbench-main/results/multexact_10in_layer1_out.txt @@ -1,128 +1,128 @@ -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10100000 -10000000 -10000000 -10000000 -10000000 -10000000 -11100011 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 +01110000 +11001100 +10110100 +01011000 +00001010 +10101100 +00000001 +00010101 +00101000 +01001011 +01011001 +01110110 +11001000 +11100001 +11011110 +10111100 +00100000 +10100100 +01101101 +10010001 +10001101 +10111010 +01111101 +00110101 +10100101 +11110101 +11100000 +10010101 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b/cme433_lrtestbench-main/results/multexact_10in_layer2_out.txt index 10a79ece9bdf72af9f61584935c2bca149f649ce..77099125d5ede8b5a30bc4314c93ff1641ef73b7 100644 --- a/cme433_lrtestbench-main/results/multexact_10in_layer2_out.txt +++ b/cme433_lrtestbench-main/results/multexact_10in_layer2_out.txt @@ -1,10 +1,10 @@ -00110001 -10101010 -11011000 -10111011 -11100010 -11010000 -11101010 -11001111 -11001111 -11100111 +11000000 +10111101 +01101110 +01001111 +11001011 +01011100 +01101011 +00011011 +10001011 +10111010 diff --git a/cme433_lrtestbench-main/results/multexact_11in_layer0_out.txt b/cme433_lrtestbench-main/results/multexact_11in_layer0_out.txt index b77ef6715805f9bd5b14af304b09cb624286d73b..8a3f50989d29c94fea5eb312fabc5a00cab1b310 100644 --- a/cme433_lrtestbench-main/results/multexact_11in_layer0_out.txt +++ b/cme433_lrtestbench-main/results/multexact_11in_layer0_out.txt @@ -1,256 +1,256 @@ -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 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a/cme433_lrtestbench-main/results/multexact_12in_layer2_out.txt b/cme433_lrtestbench-main/results/multexact_12in_layer2_out.txt index fa3e1fd74deb91cf07e85ae309db6cc282df923b..1665ca7b700a6b5b88352f359902e3c0549b0dcb 100644 --- a/cme433_lrtestbench-main/results/multexact_12in_layer2_out.txt +++ b/cme433_lrtestbench-main/results/multexact_12in_layer2_out.txt @@ -1,10 +1,10 @@ -10110000 -10111110 -11011000 -11101110 -11110010 -11100010 -11000111 -11011000 -11011101 -00000110 +11100101 +10110010 +11101111 +10000001 +11110100 +00110111 +01001100 +10100111 +01100110 +11100001 diff --git a/cme433_lrtestbench-main/results/multexact_13in_layer0_out.txt b/cme433_lrtestbench-main/results/multexact_13in_layer0_out.txt index 056780be67d2a0d68a6711bc06c65076bc196cc5..10ec46db71fd1fc7074701b1a5a754d60dabe959 100644 --- a/cme433_lrtestbench-main/results/multexact_13in_layer0_out.txt +++ b/cme433_lrtestbench-main/results/multexact_13in_layer0_out.txt @@ -1,256 +1,256 @@ -10000000 -10000000 -10000000 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a/cme433_lrtestbench-main/results/multexact_14in_layer2_out.txt b/cme433_lrtestbench-main/results/multexact_14in_layer2_out.txt index 6433cab608ed657393f317052f8217dfd8c6cede..35965dbabe0dfa57e1dc6a69c0a8ec082ee2c0bc 100644 --- a/cme433_lrtestbench-main/results/multexact_14in_layer2_out.txt +++ b/cme433_lrtestbench-main/results/multexact_14in_layer2_out.txt @@ -1,10 +1,10 @@ -10010001 -00010000 -11011101 -11011001 -11100000 -11010110 -11001010 -11011000 -11110000 -11101111 +11100110 +11001100 +10100101 +11111011 +10110111 +10010011 +01011100 +00110101 +10110110 +00000011 diff --git a/cme433_lrtestbench-main/results/multexact_15in_layer0_out.txt b/cme433_lrtestbench-main/results/multexact_15in_layer0_out.txt index e4bb4f317f8b6a81e3823fbc7ec084c46d1aceae..380b3d04b3c74f8cace2b6cb963c238b3ca9759d 100644 --- a/cme433_lrtestbench-main/results/multexact_15in_layer0_out.txt +++ b/cme433_lrtestbench-main/results/multexact_15in_layer0_out.txt @@ -1,256 +1,256 @@ -10000000 -10000000 -10000000 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a/cme433_lrtestbench-main/results/multexact_16in_layer2_out.txt b/cme433_lrtestbench-main/results/multexact_16in_layer2_out.txt index fa5110b52ae257e340dbce94e1be4466dd1ab477..34217db1c1e1bbf08189080f6dc9a3cf90d442fd 100644 --- a/cme433_lrtestbench-main/results/multexact_16in_layer2_out.txt +++ b/cme433_lrtestbench-main/results/multexact_16in_layer2_out.txt @@ -1,10 +1,10 @@ -11000101 -10111101 -11001100 -11011111 -11100111 -11001111 -11000100 -11011010 -11010011 -11111000 +10010010 +11101001 +11011011 +00101011 +11000111 +11010101 +10111110 +01001000 +10100110 +10001100 diff --git a/cme433_lrtestbench-main/results/multexact_17in_layer0_out.txt b/cme433_lrtestbench-main/results/multexact_17in_layer0_out.txt index 1cc30d94df0a5a9418afed2d19761eee6573f215..627f27f1cc8ba7fabc366db1ba387484f47e1b5c 100644 --- a/cme433_lrtestbench-main/results/multexact_17in_layer0_out.txt +++ b/cme433_lrtestbench-main/results/multexact_17in_layer0_out.txt @@ -1,256 +1,256 @@ -10000000 -10000000 -10000000 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a/cme433_lrtestbench-main/results/multexact_20in_layer2_out.txt b/cme433_lrtestbench-main/results/multexact_20in_layer2_out.txt index 5a1079e35a48dfa61a5d71c0e7df96c2aebc9523..bef3d5a54d50d0dc514f52b8ffca7d18829ffad9 100644 --- a/cme433_lrtestbench-main/results/multexact_20in_layer2_out.txt +++ b/cme433_lrtestbench-main/results/multexact_20in_layer2_out.txt @@ -1,10 +1,10 @@ -10110110 -11000100 -11001111 -11011001 -11010111 -11010000 -10100100 -11100010 -11011001 -11111010 +01101110 +00011010 +10011001 +00001111 +00111110 +11000101 +01101000 +01100111 +11001010 +10111001 diff --git a/cme433_lrtestbench-main/results/multexact_21in_layer0_out.txt b/cme433_lrtestbench-main/results/multexact_21in_layer0_out.txt index 36ca0e25aeaea689d463efd15d98bb85498e2b04..8d8a2093ca7712590c57a09e5193643b35d0de8e 100644 --- a/cme433_lrtestbench-main/results/multexact_21in_layer0_out.txt +++ b/cme433_lrtestbench-main/results/multexact_21in_layer0_out.txt @@ -1,256 +1,256 @@ -10000000 -10000000 -10000000 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a/cme433_lrtestbench-main/results/multexact_23in_layer2_out.txt b/cme433_lrtestbench-main/results/multexact_23in_layer2_out.txt index 0b19a35dc9e5a9d1cc28dae2f653e7f174b4ca69..a5a31b5b621745b819a0e0e4e0c58cc278b2300a 100644 --- a/cme433_lrtestbench-main/results/multexact_23in_layer2_out.txt +++ b/cme433_lrtestbench-main/results/multexact_23in_layer2_out.txt @@ -1,10 +1,10 @@ -10110010 -11000101 -11001111 -11101001 -11011100 -00001100 -11001111 -11001001 -11011011 -11100100 +01100000 +10101100 +01001000 +01000001 +00100010 +01010110 +11000100 +11110101 +01111111 +10111101 diff --git a/cme433_lrtestbench-main/results/multexact_24in_layer0_out.txt b/cme433_lrtestbench-main/results/multexact_24in_layer0_out.txt index 01221160a3713008f746903eb49d3b5f7a4a2f58..271cb271d11f2acd633f4c83611387863e697127 100644 --- a/cme433_lrtestbench-main/results/multexact_24in_layer0_out.txt +++ b/cme433_lrtestbench-main/results/multexact_24in_layer0_out.txt @@ -1,256 +1,256 @@ -10000000 -10000000 -10000000 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a/cme433_lrtestbench-main/results/multexact_28in_layer1_out.txt b/cme433_lrtestbench-main/results/multexact_28in_layer1_out.txt index 9a54efbc22dfb0e5a048bef31816636e281812fa..b50565868ea32f426ad0ab32f51510ad471bd564 100644 --- a/cme433_lrtestbench-main/results/multexact_28in_layer1_out.txt +++ b/cme433_lrtestbench-main/results/multexact_28in_layer1_out.txt @@ -1,128 +1,128 @@ -10000000 -10000000 -10000000 -10001101 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10001000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 +00111100 +01011001 +10011001 +10011100 +10111001 10000110 -10000000 -10000000 -10000000 -10000000 -10000000 -11000001 -10000000 -10000000 -10000000 -10000000 -10000000 -10000000 +01010000 +10111101 +00110010 +01011011 +11101000 +11000111 +10011011 +10010110 +10000110 +01100111 +01010011 +10000100 +00110000 +01100100 +00101010 +00011110 +00100111 +10110001 +10110001 10110011 -10000000 -10000000 +10000111 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a/cme433_lrtestbench-main/results/multexact_33in_layer2_out.txt b/cme433_lrtestbench-main/results/multexact_33in_layer2_out.txt index fc15d17b2d4d8117c270664d9ea5cedbc9d60fb8..966857330be3fd724de80f92ae8a461b273b0bb1 100644 --- a/cme433_lrtestbench-main/results/multexact_33in_layer2_out.txt +++ b/cme433_lrtestbench-main/results/multexact_33in_layer2_out.txt @@ -1,10 +1,10 @@ -11011011 -10111111 -11001101 -10111110 -11111111 -11010100 -11101000 -11100100 -11010101 -11100010 +11110111 +01001011 +01001110 +01000001 +00101101 +10111001 +01011000 +11001110 +01000101 +11100111 diff --git a/cme433_lrtestbench-main/results/multexact_34in_layer0_out.txt b/cme433_lrtestbench-main/results/multexact_34in_layer0_out.txt index 6264096f5b55e47dc3e265e2b85e02df24bc5128..b307f6dbf36b8e29944c61094a75bea1bc353cf6 100644 --- a/cme433_lrtestbench-main/results/multexact_34in_layer0_out.txt +++ b/cme433_lrtestbench-main/results/multexact_34in_layer0_out.txt @@ -1,256 +1,256 @@ -10000000 -10000000 -10000000 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a/cme433_lrtestbench-main/results/multexact_35in_layer2_out.txt b/cme433_lrtestbench-main/results/multexact_35in_layer2_out.txt index 297868ff3e1f9ff917950c4592595615de06725a..096ff7e6f9ce94c1971b4b3b0843e75bccc1ac3f 100644 --- a/cme433_lrtestbench-main/results/multexact_35in_layer2_out.txt +++ b/cme433_lrtestbench-main/results/multexact_35in_layer2_out.txt @@ -1,10 +1,10 @@ -00000010 -00100011 -00111101 -00100100 -11101110 -00100110 -00000100 -00010111 -00000110 -00000101 +10111011 +11111011 +01000100 +11100101 +00001100 +11000011 +10000011 +00001110 +10110001 +01100010 diff --git a/cme433_lrtestbench-main/results/multexact_36in_layer0_out.txt b/cme433_lrtestbench-main/results/multexact_36in_layer0_out.txt index 6ef996a2c35f369ebf702c2738135f194d54dfac..b62f19b0cb79c064e137d10cf051191ab67905aa 100644 --- a/cme433_lrtestbench-main/results/multexact_36in_layer0_out.txt +++ b/cme433_lrtestbench-main/results/multexact_36in_layer0_out.txt @@ -1,256 +1,256 @@ -10000000 -10000000 -10000000 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a/cme433_lrtestbench-main/results/multexact_42in_layer2_out.txt b/cme433_lrtestbench-main/results/multexact_42in_layer2_out.txt index 6f5636917fe298894e9bb2a7c7892453f535d62c..30cd25ea7c4dacb9d42ccc12aac23b61f717b997 100644 --- a/cme433_lrtestbench-main/results/multexact_42in_layer2_out.txt +++ b/cme433_lrtestbench-main/results/multexact_42in_layer2_out.txt @@ -1,10 +1,10 @@ -10111010 -11011010 -11011101 -11100010 +00000011 +11111001 +00000101 +10101000 +10010111 +01011010 +00101001 +11011001 +01000001 00011111 -11101001 -11101000 -11101010 -11110010 -00000001 diff --git a/cme433_lrtestbench-main/results/multexact_43in_layer0_out.txt b/cme433_lrtestbench-main/results/multexact_43in_layer0_out.txt index 925170024fc43ff77f146dfc1dd110589a692f8f..61d2dcc3a1fb1be4665cf603c8bc745b07791f4f 100644 --- a/cme433_lrtestbench-main/results/multexact_43in_layer0_out.txt +++ b/cme433_lrtestbench-main/results/multexact_43in_layer0_out.txt @@ -1,256 +1,256 @@ -10000000 -10000000 -10000000 -10000000 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a/cme433_lrtestbench-main/results/multexact_49in_layer2_out.txt b/cme433_lrtestbench-main/results/multexact_49in_layer2_out.txt index 0b53a749b8f1120527b1db42d6ada6cf6557bd0b..367a33cc75233687c04adb05faa4716a394341b7 100644 --- a/cme433_lrtestbench-main/results/multexact_49in_layer2_out.txt +++ b/cme433_lrtestbench-main/results/multexact_49in_layer2_out.txt @@ -1,10 +1,10 @@ -11001010 -11000000 -11011000 -11011101 -00010011 -11010001 -11011010 -11101000 -11010111 -11110110 +10010010 +00010111 +10111001 +10110010 +00101010 +11111101 +01001001 +11000010 +00101011 +00000100 diff --git a/cme433_lrtestbench-main/results/multexact_4in_layer0_out.txt b/cme433_lrtestbench-main/results/multexact_4in_layer0_out.txt index f695d804a262efa73dc0498325ac936d16821e5c..2303c3a1819c05fa347cf48dfc3c3f343b0e9375 100644 --- a/cme433_lrtestbench-main/results/multexact_4in_layer0_out.txt +++ b/cme433_lrtestbench-main/results/multexact_4in_layer0_out.txt @@ -1,256 +1,256 @@ -10000000 -10000000 -10000000 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a/cme433_lrtestbench-main/results/multexact_50in_layer2_out.txt b/cme433_lrtestbench-main/results/multexact_50in_layer2_out.txt index 034858bab0cd00c8f6a6b2ac5038cb2c9d099bd3..01ad6cc0c5fb02bc2cbf68b4dfdbf3db4c36b6eb 100644 --- a/cme433_lrtestbench-main/results/multexact_50in_layer2_out.txt +++ b/cme433_lrtestbench-main/results/multexact_50in_layer2_out.txt @@ -1,10 +1,10 @@ -00001010 -00001010 -00011010 -00010000 -00001101 -00010001 -00111000 -00000100 -00010010 -00010011 +01011101 +11011110 +01101111 +01100110 +11110101 +10010111 +00010101 +11011010 +11001011 +01000101 diff --git a/cme433_lrtestbench-main/results/multexact_51in_layer0_out.txt b/cme433_lrtestbench-main/results/multexact_51in_layer0_out.txt index 6d97ce5b885e6985c38b7325537782ee52d4a6b9..129b736ea7abeb366d4dfa131af1362a89be4f90 100644 --- a/cme433_lrtestbench-main/results/multexact_51in_layer0_out.txt +++ b/cme433_lrtestbench-main/results/multexact_51in_layer0_out.txt @@ -1,256 +1,256 @@ -10000000 -10000000 -10000000 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a/cme433_lrtestbench-main/results/multexact_55in_layer2_out.txt b/cme433_lrtestbench-main/results/multexact_55in_layer2_out.txt index 482ea4b2f588e8d405dce1edcfc4240d683e2ebd..273dffba855ba6e4f88b79b6bf6a5bfe7a8b16fb 100644 --- a/cme433_lrtestbench-main/results/multexact_55in_layer2_out.txt +++ b/cme433_lrtestbench-main/results/multexact_55in_layer2_out.txt @@ -1,10 +1,10 @@ +00000011 +10111001 +11100000 +11111100 +01101110 +10101010 +10011101 11110001 -10111110 -11010010 -11000011 -11000101 -11010101 -11011100 -11000111 -11010101 -11001001 +01001011 +00101001 diff --git a/cme433_lrtestbench-main/results/multexact_56in_layer0_out.txt b/cme433_lrtestbench-main/results/multexact_56in_layer0_out.txt index a7a097bafae686748011fe00a88f18ab51d9ca1b..ce153747db84dff57c8144a147a8abe1556d68cc 100644 --- a/cme433_lrtestbench-main/results/multexact_56in_layer0_out.txt +++ b/cme433_lrtestbench-main/results/multexact_56in_layer0_out.txt @@ -1,256 +1,256 @@ -10000000 -10000000 -10000000 -10000000 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a/cme433_lrtestbench-main/results/multexact_74in_layer2_out.txt b/cme433_lrtestbench-main/results/multexact_74in_layer2_out.txt index edd501cdae3da5fb9caa7394124eec013b4e44cd..101d383e91ab2a9ddc17a905f69c75f2673e5906 100644 --- a/cme433_lrtestbench-main/results/multexact_74in_layer2_out.txt +++ b/cme433_lrtestbench-main/results/multexact_74in_layer2_out.txt @@ -1,10 +1,10 @@ -10100000 -00000100 -11011001 -11010101 -11011110 -11010111 -11001101 -11010011 -11101100 -11100110 +00000000 +10111110 +11001001 +10000000 +10101101 +00110000 +10111111 +01110100 +01011001 +01000010 diff --git a/cme433_lrtestbench-main/results/multexact_75in_layer0_out.txt b/cme433_lrtestbench-main/results/multexact_75in_layer0_out.txt index 5c455d6b65f8b97a89a8b2511c9b31d65adb259a..05106c48166204f86d5d2ef15ff2486ef1fa7fa5 100644 --- a/cme433_lrtestbench-main/results/multexact_75in_layer0_out.txt +++ b/cme433_lrtestbench-main/results/multexact_75in_layer0_out.txt @@ -1,256 +1,256 @@ -10000000 -10000000 -10000000 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a/cme433_lrtestbench-main/results/multexact_80in_layer2_out.txt b/cme433_lrtestbench-main/results/multexact_80in_layer2_out.txt index dd34540fda8f66038992f92889871dd7baf5c64c..86ac6dab30083c41220e0f7b0c839f91aa09c229 100644 --- a/cme433_lrtestbench-main/results/multexact_80in_layer2_out.txt +++ b/cme433_lrtestbench-main/results/multexact_80in_layer2_out.txt @@ -1,10 +1,10 @@ -11000001 -11001110 -11001111 -11011000 -11001010 -11001100 -10111001 -11011101 -11001100 -11100010 +00000101 +11100110 +00001011 +00111100 +11101000 +11110111 +00110110 +10001101 +00101111 +01110001 diff --git a/cme433_lrtestbench-main/results/multexact_81in_layer0_out.txt b/cme433_lrtestbench-main/results/multexact_81in_layer0_out.txt index 0d355e24400872b6311e0a2bd2102d61bcd9cf6f..250316e99316cbb3fc68e9ccf32f4d771b7f2b86 100644 --- a/cme433_lrtestbench-main/results/multexact_81in_layer0_out.txt +++ b/cme433_lrtestbench-main/results/multexact_81in_layer0_out.txt @@ -1,256 +1,256 @@ -10000000 -10000000 -10000000 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a/cme433_lrtestbench-main/results/multexact_87in_layer2_out.txt b/cme433_lrtestbench-main/results/multexact_87in_layer2_out.txt index 0c1eb40923030dd9c269e6bbb0c2300bb65e18f9..decc70259afbbd86704d28b08a74639c2c412610 100644 --- a/cme433_lrtestbench-main/results/multexact_87in_layer2_out.txt +++ b/cme433_lrtestbench-main/results/multexact_87in_layer2_out.txt @@ -1,10 +1,10 @@ -10110111 -11001110 +10010000 11111101 -00111000 -11010110 -00000011 -11010000 -11110101 -11100100 -11010101 +10111110 +01011000 +01001110 +01100101 +11010111 +00001000 +11101001 +11011001 diff --git a/cme433_lrtestbench-main/results/multexact_88in_layer0_out.txt b/cme433_lrtestbench-main/results/multexact_88in_layer0_out.txt index fd50f6182085ada33e5ec30950fdb2eda75c5f40..7b36922f7d46f2e7fc7cc6902cb6e5f4ae1bac01 100644 --- a/cme433_lrtestbench-main/results/multexact_88in_layer0_out.txt +++ b/cme433_lrtestbench-main/results/multexact_88in_layer0_out.txt @@ -1,256 +1,256 @@ -10000000 -10000000 -10000000 -10000000 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a/cme433_lrtestbench-main/results/multexact_95in_layer2_out.txt b/cme433_lrtestbench-main/results/multexact_95in_layer2_out.txt index 1d9b3a1f48962b3b218dcaf039647d51590342ef..0bdc8c7c2653ff5f1c3e47aaedb0f10b43dc8db7 100644 --- a/cme433_lrtestbench-main/results/multexact_95in_layer2_out.txt +++ b/cme433_lrtestbench-main/results/multexact_95in_layer2_out.txt @@ -1,10 +1,10 @@ -11010110 -10111110 -11011010 -11011100 -11111010 -11001010 -11011100 -11010010 -11011110 -11101010 +11000011 +11100111 +00101000 +01010101 +01100010 +00100011 +01010100 +01101110 +00011001 +10111001 diff --git a/cme433_lrtestbench-main/results/multexact_96in_layer0_out.txt b/cme433_lrtestbench-main/results/multexact_96in_layer0_out.txt index dc93a9a74690a582bc45bf2ca0dd8559102e5e32..598ddb6ca6e20b480a5ea4948fbc5165f143272a 100644 --- a/cme433_lrtestbench-main/results/multexact_96in_layer0_out.txt +++ b/cme433_lrtestbench-main/results/multexact_96in_layer0_out.txt @@ -1,256 +1,256 @@ -10000000 -10000000 -10000000 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a/cme433_lrtestbench-main/results/multexact_98in_layer2_out.txt b/cme433_lrtestbench-main/results/multexact_98in_layer2_out.txt index b4fb1c29dc40744638b6ffd934142700cd9a2ffe..fb29e21ef48bd385040b3699d88b96b37023ea64 100644 --- a/cme433_lrtestbench-main/results/multexact_98in_layer2_out.txt +++ b/cme433_lrtestbench-main/results/multexact_98in_layer2_out.txt @@ -1,10 +1,10 @@ -11100100 +10010001 11010010 -11011101 -11101000 -11101011 -00000011 -00011010 -11100111 -11110000 -11110000 +10101100 +11011010 +10100111 +11000000 +00111001 +00010101 +11100001 +00000000 diff --git a/cme433_lrtestbench-main/results/multexact_99in_layer0_out.txt b/cme433_lrtestbench-main/results/multexact_99in_layer0_out.txt index a2a8f0ed7afed19184729ade28be14ba0dc36f13..87e80421db92c9af86e0f5ed43ea7174ca704a7a 100644 --- a/cme433_lrtestbench-main/results/multexact_99in_layer0_out.txt +++ b/cme433_lrtestbench-main/results/multexact_99in_layer0_out.txt @@ -1,256 +1,256 @@ -10000000 -10000000 -10000000 -10000000 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a/cme433_lrtestbench-main/results/multexact_99in_layer2_out.txt b/cme433_lrtestbench-main/results/multexact_99in_layer2_out.txt index 5afd576b4b32c149be2e44401fa66b40531c43e9..d43ef82fdcff0414f28e8527bf5a41dea1e2c811 100644 --- a/cme433_lrtestbench-main/results/multexact_99in_layer2_out.txt +++ b/cme433_lrtestbench-main/results/multexact_99in_layer2_out.txt @@ -1,10 +1,10 @@ -10110111 -11001010 -11100011 +10110011 +00100000 +10110101 +11110101 +11000001 +10010100 +01110111 11111101 -11101111 -11100100 -11001000 -11100100 -11101100 -00010111 +01101111 +11001010 diff --git a/cme433_lrtestbench-main/results/multexact_9in_layer0_out.txt b/cme433_lrtestbench-main/results/multexact_9in_layer0_out.txt index b3c2708804e7e66ca22120d5416955ba699c2856..d30e82c7053751eafd5fba2569570adbd15e4503 100644 --- a/cme433_lrtestbench-main/results/multexact_9in_layer0_out.txt +++ b/cme433_lrtestbench-main/results/multexact_9in_layer0_out.txt @@ -1,256 +1,256 @@ -10000000 -10000000 -10000000 -10000000 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a/cme433_lrtestbench-main/results/multexact_9in_layer2_out.txt b/cme433_lrtestbench-main/results/multexact_9in_layer2_out.txt index 7365bfe8174d7e1849f26100594526972fe655cf..7d6f68dc83ded5cffa8571959da122bd0e1a19ad 100644 --- a/cme433_lrtestbench-main/results/multexact_9in_layer2_out.txt +++ b/cme433_lrtestbench-main/results/multexact_9in_layer2_out.txt @@ -1,10 +1,10 @@ -10100111 -10111110 -11010110 -11100100 -11101000 -10111111 -10100011 -11001100 -11010111 -00000001 +00000101 +01000100 +00110000 +11011100 +00001011 +11111010 +01001010 +01000001 +11100001 +11001011 diff --git a/cme433_lrtestbench-main/sim/transcript b/cme433_lrtestbench-main/sim/transcript index 08ffe8f0bd800ba7743dde48c91dccc691411f8a..d681d0f52c29add0414a6d010f56c552b4fe530a 100644 --- a/cme433_lrtestbench-main/sim/transcript +++ b/cme433_lrtestbench-main/sim/transcript @@ -1,5 +1,5 @@ # vsim -c "+V=approx" tb_fullmnist_approx_opt -do "run -all" -# Start time: 15:38:18 on Nov 22,2022 +# Start time: 10:31:20 on Nov 23,2022 # // Questa Sim-64 # // Version 2020.1_1 linux_x86_64 Mar 4 2020 # // @@ -31,5 +31,5 @@ # Completed 100 inputs out of 100 # ** Note: $finish : ../testbench/tb_fullmnist.sv(236) # Time: 234752 us Iteration: 0 Instance: /tb_fullmnist -# End time: 15:39:31 on Nov 22,2022, Elapsed time: 0:01:13 +# End time: 10:32:34 on Nov 23,2022, Elapsed time: 0:01:14 # Errors: 0, Warnings: 0 diff --git a/cme433_lrtestbench-main/sim/work/_info b/cme433_lrtestbench-main/sim/work/_info index 96b66a500e5af6f5396bdc19e98d08e27140b777..e39e7775035d1bfa4468786fb26e12d1e7d35b29 100644 --- a/cme433_lrtestbench-main/sim/work/_info +++ b/cme433_lrtestbench-main/sim/work/_info @@ -11,29 +11,29 @@ cModel Technology Z0 d/home/lnz612/cmc/projects/cme433202209/sim vapprox_Ei_find Z1 DXx6 sv_std 3 std 0 22 9oUSJO;AeEaW`l:M@^WG92 -Z2 !s110 1669153097 +Z2 !s110 1669221079 !i10b 1 !s100 4aV2Nl5g1TjzoZ=44jWjC1 Z3 !s11b Dg1SIo80bB@j0V0VzS_@n1 IM>m?P8a`7gfYmX@9nA>hY3 Z4 VDg1SIo80bB@j0V0VzS_@n1 S1 -Z5 d/home/skp196/engr-ece/CME433/Project/cme433_project/cme433_lrtestbench-main/sim -w1669146784 +Z5 d/home/sar215/engr-ece/CME 433/Project/cme433_project/cme433_lrtestbench-main/sim +Z6 w1669220623 8../src/approx_Ei_find.sv F../src/approx_Ei_find.sv -!i122 94 -Z6 L0 1 18 -Z7 OL;L;2020.1_1;71 +!i122 98 +Z7 L0 1 18 +Z8 OL;L;2020.1_1;71 r1 !s85 0 31 -Z8 !s108 1669153097.000000 -Z9 !s107 ../src/mult16via8.sv|../src/exact_mult.sv|../src/approx_Si_find.sv|../src/approx_partial_product.sv|../src/approx_mult.sv|../src/approx_model.sv|../src/approx_final_result.sv|../src/approx_Ei_find.sv| -Z10 !s90 ../src/approx_Ei_find.sv|../src/approx_final_result.sv|../src/approx_model.sv|../src/approx_mult.sv|../src/approx_partial_product.sv|../src/approx_Si_find.sv|../src/exact_mult.sv|../src/mult16via8.sv| +Z9 !s108 1669221079.000000 +Z10 !s107 ../src/mult16via8.sv|../src/exact_mult.sv|../src/approx_Si_find.sv|../src/approx_partial_product.sv|../src/approx_mult.sv|../src/approx_model.sv|../src/approx_final_result.sv|../src/approx_Ei_find.sv| +Z11 !s90 ../src/approx_Ei_find.sv|../src/approx_final_result.sv|../src/approx_model.sv|../src/approx_mult.sv|../src/approx_partial_product.sv|../src/approx_Si_find.sv|../src/exact_mult.sv|../src/mult16via8.sv| !i113 0 -Z11 o-L mtiAvm -L mtiRnm -L mtiOvm -L mtiUvm -L mtiUPF -L infact -Z12 tCvgOpt 0 +Z12 o-L mtiAvm -L mtiRnm -L mtiOvm -L mtiUvm -L mtiUPF -L infact +Z13 tCvgOpt 0 napprox_@ei_find vapprox_final_result R1 @@ -45,21 +45,21 @@ IC4D7K`N5@SSK4eTj0mk842 R4 S1 R5 -w1669149038 +R6 8../src/approx_final_result.sv F../src/approx_final_result.sv -!i122 94 +!i122 98 L0 1 36 -R7 +R8 r1 !s85 0 31 -R8 R9 R10 -!i113 0 R11 +!i113 0 R12 +R13 vapprox_model R1 R2 @@ -70,21 +70,21 @@ Il]K?P:La8kiW:4[dQBhk13 R4 S1 R5 -w1669153045 +R6 8../src/approx_model.sv F../src/approx_model.sv -!i122 94 +!i122 98 L0 1 51 -R7 +R8 r1 !s85 0 31 -R8 R9 R10 -!i113 0 R11 +!i113 0 R12 +R13 vapprox_mult R1 R2 @@ -95,21 +95,21 @@ I<TJo^B;miJc48We8FV51@0 R4 S1 R5 -w1669147095 +R6 8../src/approx_mult.sv F../src/approx_mult.sv -!i122 94 +!i122 98 L0 1 68 -R7 +R8 r1 !s85 0 31 -R8 R9 R10 -!i113 0 R11 +!i113 0 R12 +R13 vapprox_partial_product R1 R2 @@ -120,21 +120,21 @@ I>nJ;Ab=Ua]m3]Q3An]84U0 R4 S1 R5 -w1669146788 +R6 8../src/approx_partial_product.sv F../src/approx_partial_product.sv -!i122 94 -Z13 L0 1 22 -R7 +!i122 98 +Z14 L0 1 22 +R8 r1 !s85 0 31 -R8 R9 R10 -!i113 0 R11 +!i113 0 R12 +R13 vapprox_Si_find R1 R2 @@ -145,47 +145,47 @@ I@X;TZ>OeK]O0E1DH;E8mi2 R4 S1 R5 -w1669146789 +R6 8../src/approx_Si_find.sv F../src/approx_Si_find.sv -!i122 94 +!i122 98 L0 1 25 -R7 +R8 r1 !s85 0 31 -R8 R9 R10 -!i113 0 R11 +!i113 0 R12 +R13 napprox_@si_find vEi_find R1 -Z14 !s110 1669145768 +Z15 !s110 1669145768 !i10b 1 !s100 H0QHd2VlBig9dDh6zdh?i0 R3 IkDA0bz^k`J?mhKPICdkzX0 R4 S1 -R5 -Z15 w1669073929 +Z16 d/home/skp196/engr-ece/CME433/Project/cme433_project/cme433_lrtestbench-main/sim +Z17 w1669073929 8../src/Ei_find.sv F../src/Ei_find.sv !i122 58 -R6 R7 +R8 r1 !s85 0 31 -Z16 !s108 1669145768.000000 -Z17 !s107 ../src/Si_find.sv|../src/partial_product.sv|../src/our_mult.sv|../src/mult16via8.sv|../src/final_result.sv|../src/exact_mult.sv|../src/Ei_find.sv|../src/approx_model.sv| -Z18 !s90 ../src/approx_model.sv|../src/Ei_find.sv|../src/exact_mult.sv|../src/final_result.sv|../src/mult16via8.sv|../src/our_mult.sv|../src/partial_product.sv|../src/Si_find.sv| +Z18 !s108 1669145768.000000 +Z19 !s107 ../src/Si_find.sv|../src/partial_product.sv|../src/our_mult.sv|../src/mult16via8.sv|../src/final_result.sv|../src/exact_mult.sv|../src/Ei_find.sv|../src/approx_model.sv| +Z20 !s90 ../src/approx_model.sv|../src/Ei_find.sv|../src/exact_mult.sv|../src/final_result.sv|../src/mult16via8.sv|../src/our_mult.sv|../src/partial_product.sv|../src/Si_find.sv| !i113 0 -R11 R12 +R13 n@ei_find vexact_mult R1 @@ -197,46 +197,46 @@ IRWQLM_LTI8;X23IA>]J<V3 R4 S1 R5 -Z19 w1669073823 +Z21 w1669220586 8../src/exact_mult.sv F../src/exact_mult.sv -!i122 94 +!i122 98 L0 1 9 -R7 +R8 r1 !s85 0 31 -R8 R9 R10 -!i113 0 R11 +!i113 0 R12 +R13 vfinal_result R1 -R14 +R15 !i10b 1 !s100 <i:WF^J^MPTVnW9ohblF42 R3 I[g6SY@1U011hjzE88M4K21 R4 S1 -R5 -Z20 w1669143395 +R16 +Z22 w1669143395 8../src/final_result.sv F../src/final_result.sv !i122 58 L0 1 57 -R7 +R8 r1 !s85 0 31 -R16 -R17 R18 +R19 +R20 !i113 0 -R11 R12 +R13 vmult16bvia8bit R1 R2 @@ -247,71 +247,71 @@ I2n6mFz`k<n?<?J]X3IJ3^1 R4 S1 R5 -w1669146939 +R6 8../src/mult16via8.sv F../src/mult16via8.sv -!i122 94 +!i122 98 L0 1 50 -R7 +R8 r1 !s85 0 31 -R8 R9 R10 -!i113 0 R11 +!i113 0 R12 +R13 vour_mult R1 -R14 +R15 !i10b 1 !s100 XYI=H@DhNaZ5jdlNToElk3 R3 I`D8b]KEKd:c2j:?Xe;Vg51 R4 S1 -R5 +R16 w1669145690 8../src/our_mult.sv F../src/our_mult.sv !i122 58 L0 1 98 -R7 +R8 r1 !s85 0 31 -R16 -R17 R18 +R19 +R20 !i113 0 -R11 R12 +R13 vpartial_product R1 -R14 +R15 !i10b 1 !s100 DXDJSX9lD;f`fUl@OoAG]3 R3 ITdA24SUlnQcQbWihHnf5`1 R4 S1 -R5 -R15 +R16 +R17 8../src/partial_product.sv F../src/partial_product.sv !i122 58 -R13 -R7 +R14 +R8 r1 !s85 0 31 -R16 -R17 R18 +R19 +R20 !i113 0 -R11 R12 +R13 vresult R1 !s110 1668029786 @@ -321,13 +321,13 @@ R3 IZ2T@GgP<ToYj:anM@LnA03 R4 S1 -R5 +R16 w1668028331 8../src/result.sv F../src/result.sv !i122 38 L0 1 23 -R7 +R8 r1 !s85 0 31 @@ -335,33 +335,33 @@ r1 !s107 ../src/Si_find.sv|../src/result.sv|../src/mult16via8.sv|../src/exact_mult.sv|../src/Ei_find.sv|../src/approx_mult.sv| !s90 ../src/approx_mult.sv|../src/Ei_find.sv|../src/exact_mult.sv|../src/mult16via8.sv|../src/result.sv|../src/Si_find.sv| !i113 0 -R11 R12 +R13 vSi_find R1 -R14 +R15 !i10b 1 !s100 iCe^ZXfbA8nEF10V9=lkB2 R3 IIWQo41`J[9So^3:IR@XiI0 R4 S1 -R5 -R20 +R16 +R22 8../src/Si_find.sv F../src/Si_find.sv !i122 58 L0 1 31 -R7 +R8 r1 !s85 0 31 -R16 -R17 R18 +R19 +R20 !i113 0 -R11 R12 +R13 n@si_find vtb_fullmnist R1 @@ -376,44 +376,44 @@ I9:faZ8i<IV=8fn90Q4;YC2 !s105 tb_fullmnist_sv_unit S1 R5 -R19 -Z21 8../testbench/tb_fullmnist.sv -Z22 F../testbench/tb_fullmnist.sv -!i122 95 +R21 +Z23 8../testbench/tb_fullmnist.sv +Z24 F../testbench/tb_fullmnist.sv +!i122 99 L0 11 229 -R7 -31 R8 -Z23 !s107 ../testbench/tb_fullmnist.sv| -Z24 !s90 ../testbench/tb_fullmnist.sv| +31 +R9 +Z25 !s107 ../testbench/tb_fullmnist.sv| +Z26 !s90 ../testbench/tb_fullmnist.sv| !i113 0 -R11 R12 +R13 Ttb_fullmnist_approx_lastlayer_opt !s110 1669072677 VLccMf`SlHC5T=3O6K4B6h3 -Z25 04 12 4 work tb_fullmnist fast 0 -Z26 o-work work -R12 +Z27 04 12 4 work tb_fullmnist fast 0 +Z28 o-work work +R13 ntb_fullmnist_approx_lastlayer_opt -Z27 OL;O;2020.1_1;71 +Z29 OL;O;2020.1_1;71 R0 Ttb_fullmnist_approx_opt R2 -VZXVD7b0bCAGkKik8llFEi2 -R25 -R26 -R12 -ntb_fullmnist_approx_opt +V]fiO8d8UdbUWnS^R@@[Y53 R27 +R28 +R13 +ntb_fullmnist_approx_opt +R29 Ttb_fullmnist_exact_opt -!s110 1669145465 -VPF0JQJ`IUHdMJF6B;>7JC1 -R25 -R26 -R12 -ntb_fullmnist_exact_opt +!s110 1669220895 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