From 28efadd162ae3d48c04276da8e971155921d5812 Mon Sep 17 00:00:00 2001 From: Nunigan Date: Sun, 1 Aug 2021 22:50:04 +0200 Subject: update --- buch/papers/multiplikation/code/MM.py | 23 ++++++++++++----------- buch/papers/multiplikation/code/meas_1024.pdf | Bin 17660 -> 17653 bytes buch/papers/multiplikation/code/meas_1024.txt | 10 +++++----- buch/papers/multiplikation/code/meas_128.pdf | Bin 17961 -> 18120 bytes buch/papers/multiplikation/code/meas_128.txt | 10 +++++----- buch/papers/multiplikation/code/meas_256.pdf | Bin 18067 -> 19428 bytes buch/papers/multiplikation/code/meas_256.txt | 10 +++++----- buch/papers/multiplikation/code/meas_32.pdf | Bin 17078 -> 17964 bytes buch/papers/multiplikation/code/meas_32.txt | 10 +++++----- buch/papers/multiplikation/code/meas_64.pdf | Bin 17678 -> 17747 bytes buch/papers/multiplikation/code/meas_64.txt | 10 +++++----- 11 files changed, 37 insertions(+), 36 deletions(-) (limited to 'buch/papers/multiplikation/code') diff --git a/buch/papers/multiplikation/code/MM.py b/buch/papers/multiplikation/code/MM.py index 626b82d..352771f 100644 --- a/buch/papers/multiplikation/code/MM.py +++ b/buch/papers/multiplikation/code/MM.py @@ -174,10 +174,11 @@ def test_perfomance(n): plt.plot(n, t_mm_strassen, label='Strassen', lw=5) plt.plot(n, t_wino, label='Winograd', lw=5) plt.plot(n, t_np, label='NumPy A@B', lw=5) + plt.xscale('log', base=2) plt.legend() plt.xlabel("n") plt.ylabel("time (s)") - plt.grid(True) + plt.grid(True, which="both", ls="-") plt.tight_layout() # plt.yscale('log') plt.legend(fontsize=19) @@ -198,7 +199,7 @@ def plot(num): plt.plot(n, t_mm, label='3 For Loops', lw=5) plt.plot(n, t_mm_dc, label='Divide and Conquer', lw=5) plt.plot(n, t_mm_strassen, label='Strassen', lw=5) - # plt.plot(n, t_wino, label='Winograd', lw=5) + plt.plot(n, t_wino, label='Winograd', lw=5) plt.plot(n, t_np, label='NumPy A@B', lw=5) plt.legend() plt.xlabel("n") @@ -275,22 +276,22 @@ def plot_c_res(ave, num): # test%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% if __name__ == '__main__': - plot_c_res(1, 4096) + # plot_c_res(1, 4096) # plot(8) - # n = np.logspace(1,10,10,base=2,dtype=(np.int)) + n = np.logspace(1,8,8,base=2,dtype=(np.int)) # n = np.arange(1,50,2) - A = np.random.randint(-10, 10, (5,3)) - B = np.random.randint(-10, 10, (3,5)) + # A = np.random.randint(-10, 6, (5,3)) + # B = np.random.randint(-10, 6, (3,5)) - C = winograd2(A, B) - C_test = A@B - print(C) - print(C_test) + # C = winograd2(A, B) + # C_test = A@B + # print(C) + # print(C_test) # print(np.equal(C, C_test)) - # t_np = test_perfomance(n) + t_np = test_perfomance(n) # C = strassen(A, B) # C_test = A@B diff --git a/buch/papers/multiplikation/code/meas_1024.pdf b/buch/papers/multiplikation/code/meas_1024.pdf index fd0a108..7b7a133 100644 Binary files a/buch/papers/multiplikation/code/meas_1024.pdf and b/buch/papers/multiplikation/code/meas_1024.pdf differ diff --git a/buch/papers/multiplikation/code/meas_1024.txt b/buch/papers/multiplikation/code/meas_1024.txt index c5ce619..ab507a2 100644 --- a/buch/papers/multiplikation/code/meas_1024.txt +++ b/buch/papers/multiplikation/code/meas_1024.txt @@ -1,6 +1,6 @@ 2.000000000000000000e+00 4.000000000000000000e+00 8.000000000000000000e+00 1.600000000000000000e+01 3.200000000000000000e+01 6.400000000000000000e+01 1.280000000000000000e+02 2.560000000000000000e+02 5.120000000000000000e+02 1.024000000000000000e+03 -1.502037048339843750e-05 6.628036499023437500e-05 4.780292510986328125e-04 2.713203430175781250e-03 2.115225791931152344e-02 1.758832931518554688e-01 1.338865518569946289e+00 1.009106445312500000e+01 8.192077994346618652e+01 7.835870332717895508e+02 -6.675720214843750000e-06 7.200241088867187500e-05 5.540847778320312500e-04 3.144979476928710938e-03 2.545046806335449219e-02 2.083067893981933594e-01 1.659256219863891602e+00 1.319160294532775879e+01 1.046767003536224365e+02 9.679818902015686035e+02 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1.725149154663085938e-02 1.314754486083984375e-01 1.121860027313232422e+00 8.884316682815551758e+00 +3.147125244140625000e-05 6.675720214843750000e-06 4.768371582031250000e-06 7.867813110351562500e-06 2.574920654296875000e-05 5.888938903808593750e-05 2.071857452392578125e-04 6.518363952636718750e-04 diff --git a/buch/papers/multiplikation/code/meas_32.pdf b/buch/papers/multiplikation/code/meas_32.pdf index 94c3731..b926095 100644 Binary files a/buch/papers/multiplikation/code/meas_32.pdf and b/buch/papers/multiplikation/code/meas_32.pdf differ diff --git a/buch/papers/multiplikation/code/meas_32.txt b/buch/papers/multiplikation/code/meas_32.txt index afdb6d5..0fdc18d 100644 --- a/buch/papers/multiplikation/code/meas_32.txt +++ b/buch/papers/multiplikation/code/meas_32.txt @@ -1,6 +1,6 @@ 2.000000000000000000e+00 4.000000000000000000e+00 8.000000000000000000e+00 1.600000000000000000e+01 3.200000000000000000e+01 -1.215934753417968750e-05 5.459785461425781250e-05 3.700256347656250000e-04 3.249406814575195312e-03 1.996850967407226562e-02 -4.529953002929687500e-06 5.650520324707031250e-05 4.577636718750000000e-04 4.029273986816406250e-03 2.444481849670410156e-02 -1.311302185058593750e-05 1.165866851806640625e-04 6.275177001953125000e-04 4.323244094848632812e-03 2.624726295471191406e-02 -1.835823059082031250e-05 6.890296936035156250e-05 3.914833068847656250e-04 2.423048019409179688e-03 1.761770248413085938e-02 -1.263618469238281250e-05 5.006790161132812500e-06 5.960464477539062500e-06 1.144409179687500000e-05 3.600120544433593750e-05 +1.239776611328125000e-05 5.507469177246093750e-05 3.802776336669921875e-04 2.795457839965820312e-03 2.073740959167480469e-02 +5.006790161132812500e-06 5.841255187988281250e-05 3.988742828369140625e-04 3.505229949951171875e-03 2.511668205261230469e-02 +1.335144042968750000e-05 1.149177551269531250e-04 6.387233734130859375e-04 4.088878631591796875e-03 2.969408035278320312e-02 +1.955032348632812500e-05 8.058547973632812500e-05 3.998279571533203125e-04 2.514839172363281250e-03 1.842117309570312500e-02 +1.215934753417968750e-05 8.583068847656250000e-06 6.675720214843750000e-06 2.694129943847656250e-05 2.789497375488281250e-05 diff --git a/buch/papers/multiplikation/code/meas_64.pdf b/buch/papers/multiplikation/code/meas_64.pdf index 3a90949..92af29b 100644 Binary files a/buch/papers/multiplikation/code/meas_64.pdf and b/buch/papers/multiplikation/code/meas_64.pdf differ diff --git a/buch/papers/multiplikation/code/meas_64.txt b/buch/papers/multiplikation/code/meas_64.txt index ae6ff9b..b4fc7a1 100644 --- a/buch/papers/multiplikation/code/meas_64.txt +++ b/buch/papers/multiplikation/code/meas_64.txt @@ -1,6 +1,6 @@ 2.000000000000000000e+00 4.000000000000000000e+00 8.000000000000000000e+00 1.600000000000000000e+01 3.200000000000000000e+01 6.400000000000000000e+01 -1.645088195800781250e-05 7.295608520507812500e-05 3.807544708251953125e-04 2.672195434570312500e-03 2.010774612426757812e-02 1.662156581878662109e-01 -7.390975952148437500e-06 7.843971252441406250e-05 4.265308380126953125e-04 3.107070922851562500e-03 2.457642555236816406e-02 2.122807502746582031e-01 -1.931190490722656250e-05 1.568794250488281250e-04 7.593631744384765625e-04 3.937005996704101562e-03 3.596329689025878906e-02 2.131938934326171875e-01 -2.622604370117187500e-05 9.226799011230468750e-05 3.504753112792968750e-04 2.469539642333984375e-03 1.652932167053222656e-02 1.281068325042724609e-01 -1.788139343261718750e-05 7.152557373046875000e-06 6.914138793945312500e-06 1.120567321777343750e-05 2.884864807128906250e-05 6.914138793945312500e-05 +2.145767211914062500e-05 6.175041198730468750e-05 4.422664642333984375e-04 3.235816955566406250e-03 2.289748191833496094e-02 1.855163574218750000e-01 +1.025199890136718750e-05 6.341934204101562500e-05 5.202293395996093750e-04 3.566026687622070312e-03 3.026723861694335938e-02 2.312932014465332031e-01 +2.384185791015625000e-05 1.807212829589843750e-04 6.821155548095703125e-04 4.796504974365234375e-03 2.968001365661621094e-02 2.291278839111328125e-01 +3.504753112792968750e-05 1.106262207031250000e-04 4.322528839111328125e-04 2.696514129638671875e-03 2.188420295715332031e-02 1.477701663970947266e-01 +3.218650817871093750e-05 1.144409179687500000e-05 7.390975952148437500e-06 4.625320434570312500e-05 3.814697265625000000e-05 5.435943603515625000e-05 -- cgit v1.2.1 From f96b0b2b66fe215a9e471eec44c58f4de11c7c0b Mon Sep 17 00:00:00 2001 From: Nunigan Date: Mon, 2 Aug 2021 22:49:09 +0200 Subject: update --- buch/papers/multiplikation/code/MM | Bin 26848 -> 26848 bytes buch/papers/multiplikation/code/MM.c | 2 +- buch/papers/multiplikation/code/MM.py | 23 ++--- buch/papers/multiplikation/code/c_matrix.h | 114 +++++++++++----------- buch/papers/multiplikation/code/c_meas_4096.pdf | Bin 15865 -> 17400 bytes buch/papers/multiplikation/code/meas/MM.txt | 20 ++-- buch/papers/multiplikation/code/meas/MM_dc.txt | 24 ++--- buch/papers/multiplikation/code/meas/blas.txt | 16 +-- buch/papers/multiplikation/code/meas/strassen.txt | 18 ++-- buch/papers/multiplikation/code/meas/winograd.txt | 15 +-- buch/papers/multiplikation/code/meas_1024.pdf | Bin 17653 -> 18813 bytes buch/papers/multiplikation/code/meas_256.pdf | Bin 19428 -> 17715 bytes buch/papers/multiplikation/code/meas_256.txt | 10 +- 13 files changed, 122 insertions(+), 120 deletions(-) (limited to 'buch/papers/multiplikation/code') diff --git a/buch/papers/multiplikation/code/MM b/buch/papers/multiplikation/code/MM index f07985f..d52dda4 100755 Binary files a/buch/papers/multiplikation/code/MM and b/buch/papers/multiplikation/code/MM differ diff --git a/buch/papers/multiplikation/code/MM.c b/buch/papers/multiplikation/code/MM.c index 04c4dab..a897d4f 100755 --- a/buch/papers/multiplikation/code/MM.c +++ b/buch/papers/multiplikation/code/MM.c @@ -31,7 +31,7 @@ int main() { run_algo(strassen, "strassen",0); run_algo(MM, "MM", 0); - // run_algo(winograd, "winograd", 0); + run_algo(winograd, "winograd", 0); run_algo_cblas(0); return 0; diff --git a/buch/papers/multiplikation/code/MM.py b/buch/papers/multiplikation/code/MM.py index 352771f..ee6f598 100644 --- a/buch/papers/multiplikation/code/MM.py +++ b/buch/papers/multiplikation/code/MM.py @@ -174,7 +174,7 @@ def test_perfomance(n): plt.plot(n, t_mm_strassen, label='Strassen', lw=5) plt.plot(n, t_wino, label='Winograd', lw=5) plt.plot(n, t_np, label='NumPy A@B', lw=5) - plt.xscale('log', base=2) + # plt.xscale('log', base=2) plt.legend() plt.xlabel("n") plt.ylabel("time (s)") @@ -203,6 +203,7 @@ def plot(num): plt.plot(n, t_np, label='NumPy A@B', lw=5) plt.legend() plt.xlabel("n") + # plt.yscale('log', base=10) plt.ylabel("time (s)") plt.grid(True) plt.tight_layout() @@ -213,7 +214,7 @@ def plot(num): def plot_c_res(ave, num): MM = np.loadtxt("meas/MM.txt", delimiter=',') - # winograd = np.loadtxt("meas/winograd.txt", delimiter=',') + winograd = np.loadtxt("meas/winograd.txt", delimiter=',') blas = np.loadtxt("meas/blas.txt", delimiter=',') MM_dc = np.loadtxt("meas/MM_dc.txt", delimiter=',') strassen = np.loadtxt("meas/strassen.txt", delimiter=',') @@ -233,10 +234,10 @@ def plot_c_res(ave, num): strassen_t = np.mean(strassen_t.reshape(-1,ave),axis=1) strassen_n = np.mean(strassen_n.reshape(-1,ave),axis=1) - # winograd_t = winograd[:,0] - # winograd_n = winograd[:,1] - # winograd_t = np.mean(winograd_t.reshape(-1,ave),axis=1) - # winograd_n = np.mean(winograd_n.reshape(-1,ave),axis=1) + winograd_t = winograd[:,0] + winograd_n = winograd[:,1] + winograd_t = np.mean(winograd_t.reshape(-1,ave),axis=1) + winograd_n = np.mean(winograd_n.reshape(-1,ave),axis=1) blas_t = blas[:,0] blas_n = blas[:,1] @@ -256,7 +257,7 @@ def plot_c_res(ave, num): plt.rc('xtick', labelsize=23) plt.rc('ytick', labelsize=23) plt.plot(MM_n, MM_t, label='3 For Loops', lw=5) - # plt.plot(winograd_n, winograd_t, label='Winograd MM', lw=5) + plt.plot(winograd_n, winograd_t, label='Winograd MM', lw=5) plt.plot(blas_n, blas_t, label='Blas', lw=5) plt.plot(strassen_n, strassen_t, label='Strassen', lw=5) plt.plot(MM_dc_n, MM_dc_t, label='Divide and Conquer', lw=5) @@ -276,11 +277,11 @@ def plot_c_res(ave, num): # test%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% if __name__ == '__main__': - # plot_c_res(1, 4096) + plot_c_res(1, 4096) - # plot(8) - n = np.logspace(1,8,8,base=2,dtype=(np.int)) + # plot(1024) + # n = np.logspace(1,10,10,base=2,dtype=(np.int)) # n = np.arange(1,50,2) # A = np.random.randint(-10, 6, (5,3)) # B = np.random.randint(-10, 6, (3,5)) @@ -291,7 +292,7 @@ if __name__ == '__main__': # print(C_test) # print(np.equal(C, C_test)) - t_np = test_perfomance(n) + # t_np = test_perfomance(n) # C = strassen(A, B) # C_test = A@B diff --git a/buch/papers/multiplikation/code/c_matrix.h b/buch/papers/multiplikation/code/c_matrix.h index 13df55d..14389fc 100644 --- a/buch/papers/multiplikation/code/c_matrix.h +++ b/buch/papers/multiplikation/code/c_matrix.h @@ -1,97 +1,97 @@ -/* Seminar Matrizen, autogenerated File, Michael Schmid, 30/05/2021, 22:00:57 */ +/* Seminar Matrizen, autogenerated File, Michael Schmid, 02/08/2021, 22:48:43 */ #include const int A0[][2] = { - {-15,68}, - {49,86} + {75,47}, + {-41,-24} }; const int B0[][2] = { - {33,73}, - {38,-76} + {-53,-95}, + {-93,30} }; const double dB0[][2] = { - {33,73}, - {38,-76} + {-53,-95}, + {-93,30} }; const double dA0[][2] = { - {-15,68}, - {49,86} + {75,47}, + {-41,-24} }; const int A1[][4] = { - {75,-38,-32,-65}, - {37,74,-31,29}, - {15,-62,-20,-20}, - {-31,-35,-89,47} + {47,11,-66,8}, + {36,98,39,82}, + {-32,12,40,-79}, + {61,-20,-85,-98} }; const int B1[][4] = { - {71,90,78,-98}, - {4,63,12,-47}, - {11,-44,75,-69}, - {95,-15,64,23} + {37,75,-53,9}, + {37,-33,-67,38}, + {70,39,-93,43}, + {43,41,23,-4} }; const double dB1[][4] = { - {71,90,78,-98}, - {4,63,12,-47}, - {11,-44,75,-69}, - {95,-15,64,23} + {37,75,-53,9}, + {37,-33,-67,38}, + {70,39,-93,43}, + {43,41,23,-4} }; const double dA1[][4] = { - {75,-38,-32,-65}, - {37,74,-31,29}, - {15,-62,-20,-20}, - {-31,-35,-89,47} + {47,11,-66,8}, + {36,98,39,82}, + {-32,12,40,-79}, + {61,-20,-85,-98} }; const int A2[][8] = { - {80,42,3,-16,6,55,87,16}, - {-99,-14,21,-1,-94,-56,91,10}, - {-47,-55,-59,62,12,-53,87,-65}, - {-60,94,-67,23,-62,33,-63,-72}, - {12,-75,16,21,22,-37,1,16}, - {-100,-99,82,-66,2,64,-13,44}, - {59,-100,-90,8,36,-24,18,88}, - {73,-58,75,-100,-19,-29,85,-19} + {-54,-87,87,69,52,-21,-86,55}, + {19,-75,-61,-50,-55,-23,66,-92}, + {-73,-67,-36,19,84,-11,24,46}, + {-98,62,-76,57,-100,6,-23,-51}, + {62,46,1,-64,42,-9,85,-12}, + {35,-59,-17,-47,78,86,-50,74}, + {-15,45,33,-59,-9,-81,49,96}, + {-57,22,-43,7,-30,-45,-5,13} }; const int B2[][8] = { - {-61,88,69,49,-53,47,73,45}, - {16,14,-88,-11,-67,-73,-20,43}, - {-60,-63,26,32,-29,18,-44,-69}, - {1,21,21,38,7,-100,-61,-76}, - {-90,95,-99,88,49,-80,27,-36}, - {24,-12,-47,-7,29,15,52,37}, - {-98,-76,29,76,-41,-75,97,79}, - {62,-90,-35,-14,-30,-42,-95,52} + {-71,-82,-80,-78,83,-97,48,-24}, + {15,75,15,-60,-63,-53,1,-50}, + {-84,63,67,-2,78,93,-13,95}, + {61,-26,-88,56,56,27,26,1}, + {2,54,21,36,9,-41,53,53}, + {85,-11,42,-51,-6,3,27,97}, + {10,-2,90,-76,-75,0,8,-37}, + {10,-64,47,-69,66,-50,89,-66} }; const double dB2[][8] = { - {-61,88,69,49,-53,47,73,45}, - {16,14,-88,-11,-67,-73,-20,43}, - {-60,-63,26,32,-29,18,-44,-69}, - {1,21,21,38,7,-100,-61,-76}, - {-90,95,-99,88,49,-80,27,-36}, - {24,-12,-47,-7,29,15,52,37}, - {-98,-76,29,76,-41,-75,97,79}, - {62,-90,-35,-14,-30,-42,-95,52} + {-71,-82,-80,-78,83,-97,48,-24}, + {15,75,15,-60,-63,-53,1,-50}, + {-84,63,67,-2,78,93,-13,95}, + {61,-26,-88,56,56,27,26,1}, + {2,54,21,36,9,-41,53,53}, + {85,-11,42,-51,-6,3,27,97}, + {10,-2,90,-76,-75,0,8,-37}, + {10,-64,47,-69,66,-50,89,-66} }; const double dA2[][8] = { - {80,42,3,-16,6,55,87,16}, - {-99,-14,21,-1,-94,-56,91,10}, - {-47,-55,-59,62,12,-53,87,-65}, - {-60,94,-67,23,-62,33,-63,-72}, - {12,-75,16,21,22,-37,1,16}, - {-100,-99,82,-66,2,64,-13,44}, - {59,-100,-90,8,36,-24,18,88}, - {73,-58,75,-100,-19,-29,85,-19} + {-54,-87,87,69,52,-21,-86,55}, + {19,-75,-61,-50,-55,-23,66,-92}, + {-73,-67,-36,19,84,-11,24,46}, + {-98,62,-76,57,-100,6,-23,-51}, + {62,46,1,-64,42,-9,85,-12}, + {35,-59,-17,-47,78,86,-50,74}, + {-15,45,33,-59,-9,-81,49,96}, + {-57,22,-43,7,-30,-45,-5,13} }; const int *Ap[3] = {(int*) A0,(int*) A1,(int*) A2}; const int *Bp[3] = {(int*) B0,(int*) B1,(int*) B2}; diff --git a/buch/papers/multiplikation/code/c_meas_4096.pdf b/buch/papers/multiplikation/code/c_meas_4096.pdf index 547d794..304015a 100644 Binary files a/buch/papers/multiplikation/code/c_meas_4096.pdf and b/buch/papers/multiplikation/code/c_meas_4096.pdf differ diff --git a/buch/papers/multiplikation/code/meas/MM.txt b/buch/papers/multiplikation/code/meas/MM.txt index 1a0cd5d..13b6312 100644 --- a/buch/papers/multiplikation/code/meas/MM.txt +++ b/buch/papers/multiplikation/code/meas/MM.txt @@ -1,12 +1,12 @@ 0.000000,2 0.000000,4 -0.000002,8 -0.000011,16 -0.000080,32 -0.000653,64 -0.005397,128 -0.045147,256 -0.487710,512 -3.964180,1024 -128.863544,2048 -996.370209,4096 +0.000001,8 +0.000010,16 +0.000081,32 +0.000654,64 +0.005556,128 +0.054253,256 +0.487317,512 +4.162845,1024 +125.909034,2048 +1111.312696,4096 diff --git a/buch/papers/multiplikation/code/meas/MM_dc.txt b/buch/papers/multiplikation/code/meas/MM_dc.txt index 0d5580a..f6be928 100644 --- a/buch/papers/multiplikation/code/meas/MM_dc.txt +++ b/buch/papers/multiplikation/code/meas/MM_dc.txt @@ -1,12 +1,12 @@ -0.000006,2 -0.000007,4 -0.000035,8 -0.000228,16 -0.001310,32 -0.007204,64 -0.034338,128 -0.267511,256 -2.131212,512 -17.177403,1024 -146.112874,2048 -1156.777565,4096 +0.000003,2 +0.000002,4 +0.000010,8 +0.000068,16 +0.000594,32 +0.004264,64 +0.036289,128 +0.324645,256 +2.612010,512 +19.928951,1024 +159.333884,2048 +1147.106865,4096 diff --git a/buch/papers/multiplikation/code/meas/blas.txt b/buch/papers/multiplikation/code/meas/blas.txt index 6b7cd0b..c3ec7ec 100644 --- a/buch/papers/multiplikation/code/meas/blas.txt +++ b/buch/papers/multiplikation/code/meas/blas.txt @@ -2,11 +2,11 @@ 0.000000,4 0.000001,8 0.000003,16 -0.000021,32 -0.000164,64 -0.001240,128 -0.009657,256 -0.072523,512 -0.735149,1024 -6.895747,2048 -56.812183,4096 +0.000022,32 +0.000179,64 +0.001278,128 +0.010165,256 +0.074739,512 +0.704748,1024 +6.845095,2048 +55.845038,4096 diff --git a/buch/papers/multiplikation/code/meas/strassen.txt b/buch/papers/multiplikation/code/meas/strassen.txt index 89cf41a..69ea472 100644 --- a/buch/papers/multiplikation/code/meas/strassen.txt +++ b/buch/papers/multiplikation/code/meas/strassen.txt @@ -1,12 +1,12 @@ 0.000000,2 0.000003,4 0.000010,8 -0.000086,16 -0.000476,32 -0.003366,64 -0.025547,128 -0.184593,256 -1.248713,512 -9.007700,1024 -61.079879,2048 -424.493037,4096 +0.000066,16 +0.000470,32 +0.003368,64 +0.024232,128 +0.172000,256 +1.209262,512 +8.457472,1024 +59.267256,2048 +414.648901,4096 diff --git a/buch/papers/multiplikation/code/meas/winograd.txt b/buch/papers/multiplikation/code/meas/winograd.txt index 3a4d88b..6e6208a 100644 --- a/buch/papers/multiplikation/code/meas/winograd.txt +++ b/buch/papers/multiplikation/code/meas/winograd.txt @@ -2,10 +2,11 @@ 0.000001,4 0.000002,8 0.000011,16 -0.000091,32 -0.000663,64 -0.005182,128 -0.046038,256 -0.533429,512 -4.257458,1024 -130.378038,2048 +0.000100,32 +0.000654,64 +0.005229,128 +0.057440,256 +0.517850,512 +4.539413,1024 +130.627663,2048 +1179.261048,4096 diff --git a/buch/papers/multiplikation/code/meas_1024.pdf b/buch/papers/multiplikation/code/meas_1024.pdf index 7b7a133..70c7ec1 100644 Binary files a/buch/papers/multiplikation/code/meas_1024.pdf and b/buch/papers/multiplikation/code/meas_1024.pdf differ diff --git a/buch/papers/multiplikation/code/meas_256.pdf b/buch/papers/multiplikation/code/meas_256.pdf index 4ca7102..2eb177b 100644 Binary files a/buch/papers/multiplikation/code/meas_256.pdf and b/buch/papers/multiplikation/code/meas_256.pdf differ diff --git a/buch/papers/multiplikation/code/meas_256.txt b/buch/papers/multiplikation/code/meas_256.txt index 2ca4447..62e77cb 100644 --- a/buch/papers/multiplikation/code/meas_256.txt +++ b/buch/papers/multiplikation/code/meas_256.txt @@ -1,6 +1,6 @@ 2.000000000000000000e+00 4.000000000000000000e+00 8.000000000000000000e+00 1.600000000000000000e+01 3.200000000000000000e+01 6.400000000000000000e+01 1.280000000000000000e+02 2.560000000000000000e+02 -1.096725463867187500e-05 5.531311035156250000e-05 3.712177276611328125e-04 2.662897109985351562e-03 2.111244201660156250e-02 1.660463809967041016e-01 1.280746459960937500e+00 1.149287748336791992e+01 -5.483627319335937500e-06 5.745887756347656250e-05 4.055500030517578125e-04 3.203868865966796875e-03 2.503871917724609375e-02 2.148163318634033203e-01 1.655935287475585938e+00 1.472915720939636230e+01 -1.335144042968750000e-05 1.153945922851562500e-04 6.134510040283203125e-04 3.850460052490234375e-03 2.817606925964355469e-02 1.827111244201660156e-01 1.277473211288452148e+00 9.337273359298706055e+00 -1.907348632812500000e-05 9.274482727050781250e-05 3.526210784912109375e-04 2.403974533081054688e-03 1.725149154663085938e-02 1.314754486083984375e-01 1.121860027313232422e+00 8.884316682815551758e+00 -3.147125244140625000e-05 6.675720214843750000e-06 4.768371582031250000e-06 7.867813110351562500e-06 2.574920654296875000e-05 5.888938903808593750e-05 2.071857452392578125e-04 6.518363952636718750e-04 +1.144409179687500000e-05 5.507469177246093750e-05 3.774166107177734375e-04 3.177404403686523438e-03 2.508044242858886719e-02 2.120554447174072266e-01 1.431464910507202148e+00 1.076412820816040039e+01 +5.722045898437500000e-06 5.745887756347656250e-05 4.494190216064453125e-04 3.611087799072265625e-03 3.317713737487792969e-02 2.292332649230957031e-01 2.090558290481567383e+00 1.306217479705810547e+01 +1.788139343261718750e-05 1.168251037597656250e-04 5.981922149658203125e-04 4.416465759277343750e-03 3.002405166625976562e-02 2.104022502899169922e-01 1.488269329071044922e+00 9.164114713668823242e+00 +1.955032348632812500e-05 7.224082946777343750e-05 3.829002380371093750e-04 2.558946609497070312e-03 2.043128013610839844e-02 1.361320018768310547e-01 1.089214324951171875e+00 8.553364753723144531e+00 +2.384185791015625000e-05 5.245208740234375000e-06 6.437301635742187500e-06 2.455711364746093750e-05 4.148483276367187500e-05 8.702278137207031250e-05 3.793239593505859375e-04 6.709098815917968750e-04 -- cgit v1.2.1 From e5da5157fb61cdb006f3f50a2b3bd3b922644f1f Mon Sep 17 00:00:00 2001 From: Nunigan Date: Tue, 3 Aug 2021 22:08:02 +0200 Subject: update --- buch/papers/multiplikation/code/MM.py | 53 ++++++++++++++------------ buch/papers/multiplikation/code/meas_1024.pdf | Bin 18813 -> 18813 bytes buch/papers/multiplikation/code/meas_4096.pdf | Bin 0 -> 12952 bytes buch/papers/multiplikation/code/meas_4096.txt | 0 4 files changed, 29 insertions(+), 24 deletions(-) create mode 100644 buch/papers/multiplikation/code/meas_4096.pdf create mode 100644 buch/papers/multiplikation/code/meas_4096.txt (limited to 'buch/papers/multiplikation/code') diff --git a/buch/papers/multiplikation/code/MM.py b/buch/papers/multiplikation/code/MM.py index ee6f598..47bd6ab 100644 --- a/buch/papers/multiplikation/code/MM.py +++ b/buch/papers/multiplikation/code/MM.py @@ -132,6 +132,10 @@ def winograd2(A, B): return C def test_perfomance(n): + + import mkl + mkl.set_num_threads(1) + t_mm = [] t_mm_dc = [] t_mm_strassen = [] @@ -144,21 +148,21 @@ def test_perfomance(n): # A = np.random.randint(-100, 100,(i, i)) # B = np.random.randint(-100, 100,(i, i)) - start = time.time() - C3 = strassen(A, B) - t_mm_strassen.append(time.time() - start) + # start = time.time() + # C3 = strassen(A, B) + # t_mm_strassen.append(time.time() - start) - start = time.time() - C1 = MM(A, B) - t_mm.append(time.time() - start) + # start = time.time() + # C1 = MM(A, B) + # t_mm.append(time.time() - start) - start = time.time() - C2 = MM_dc(A, B) - t_mm_dc.append(time.time() - start) + # start = time.time() + # C2 = MM_dc(A, B) + # t_mm_dc.append(time.time() - start) - start = time.time() - C4 = winograd2(A, B) - t_wino.append(time.time() - start) + # start = time.time() + # C4 = winograd2(A, B) + # t_wino.append(time.time() - start) start = time.time() C = A@B @@ -169,10 +173,10 @@ def test_perfomance(n): plt.rc('axes', labelsize=23) plt.rc('xtick', labelsize=23) plt.rc('ytick', labelsize=23) - plt.plot(n, t_mm, label='Standard', lw=5) - plt.plot(n, t_mm_dc, label='Divide and conquer', lw=5) - plt.plot(n, t_mm_strassen, label='Strassen', lw=5) - plt.plot(n, t_wino, label='Winograd', lw=5) + # plt.plot(n, t_mm, label='Standard', lw=5) + # plt.plot(n, t_mm_dc, label='Divide and conquer', lw=5) + # plt.plot(n, t_mm_strassen, label='Strassen', lw=5) + # plt.plot(n, t_wino, label='Winograd', lw=5) plt.plot(n, t_np, label='NumPy A@B', lw=5) # plt.xscale('log', base=2) plt.legend() @@ -182,10 +186,10 @@ def test_perfomance(n): plt.tight_layout() # plt.yscale('log') plt.legend(fontsize=19) - plt.savefig('meas_' + str(max(n))+ '.pdf') - arr = np.array([n, t_mm, t_mm_dc, t_mm_strassen, t_wino, t_np]) - np.savetxt('meas_' + str(max(n))+ '.txt',arr) - return arr + # plt.savefig('meas_' + str(max(n))+ '.pdf') + # arr = np.array([n, t_mm, t_mm_dc, t_mm_strassen, t_wino, t_np]) + # np.savetxt('meas_' + str(max(n))+ '.txt',arr) + return t_np def plot(num): @@ -213,6 +217,7 @@ def plot(num): return arr def plot_c_res(ave, num): + MM = np.loadtxt("meas/MM.txt", delimiter=',') winograd = np.loadtxt("meas/winograd.txt", delimiter=',') blas = np.loadtxt("meas/blas.txt", delimiter=',') @@ -277,11 +282,11 @@ def plot_c_res(ave, num): # test%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% if __name__ == '__main__': - plot_c_res(1, 4096) + # plot_c_res(1, 4096) - # plot(1024) - # n = np.logspace(1,10,10,base=2,dtype=(np.int)) + # arr = plot(1024) + n = np.logspace(1,12,12,base=2,dtype=(np.int)) # n = np.arange(1,50,2) # A = np.random.randint(-10, 6, (5,3)) # B = np.random.randint(-10, 6, (3,5)) @@ -292,7 +297,7 @@ if __name__ == '__main__': # print(C_test) # print(np.equal(C, C_test)) - # t_np = test_perfomance(n) + t_np = test_perfomance(n) # C = strassen(A, B) # C_test = A@B diff --git a/buch/papers/multiplikation/code/meas_1024.pdf b/buch/papers/multiplikation/code/meas_1024.pdf index 70c7ec1..3312420 100644 Binary files a/buch/papers/multiplikation/code/meas_1024.pdf and b/buch/papers/multiplikation/code/meas_1024.pdf differ diff --git a/buch/papers/multiplikation/code/meas_4096.pdf b/buch/papers/multiplikation/code/meas_4096.pdf new file mode 100644 index 0000000..e889d17 Binary files /dev/null and b/buch/papers/multiplikation/code/meas_4096.pdf differ diff --git a/buch/papers/multiplikation/code/meas_4096.txt b/buch/papers/multiplikation/code/meas_4096.txt new file mode 100644 index 0000000..e69de29 -- cgit v1.2.1 From 872595e81de60c85b18408f8de5a49c535518edc Mon Sep 17 00:00:00 2001 From: Nunigan Date: Fri, 6 Aug 2021 17:37:58 +0200 Subject: update multiplikation --- buch/papers/multiplikation/code/MM.py | 46 ++++++++++++---------- buch/papers/multiplikation/code/c_meas_4096.pdf | Bin 17400 -> 17448 bytes buch/papers/multiplikation/code/meas/MM.txt | 4 +- buch/papers/multiplikation/code/meas/blas.txt | 2 +- buch/papers/multiplikation/code/meas/strassen.txt | 2 +- buch/papers/multiplikation/code/meas/winograd.txt | 2 +- buch/papers/multiplikation/code/meas_1024.pdf | Bin 18813 -> 18813 bytes 7 files changed, 30 insertions(+), 26 deletions(-) (limited to 'buch/papers/multiplikation/code') diff --git a/buch/papers/multiplikation/code/MM.py b/buch/papers/multiplikation/code/MM.py index 47bd6ab..7220ae1 100644 --- a/buch/papers/multiplikation/code/MM.py +++ b/buch/papers/multiplikation/code/MM.py @@ -226,28 +226,28 @@ def plot_c_res(ave, num): MM_t = MM[:,0] MM_n = MM[:,1] - MM_t = np.mean(MM_t.reshape(-1,ave),axis=1) - MM_n = np.mean(MM_n.reshape(-1,ave),axis=1) + # MM_t = np.mean(MM_t.reshape(-1,ave),axis=1) + # MM_n = np.mean(MM_n.reshape(-1,ave),axis=1) MM_dc_t = MM_dc[:,0] MM_dc_n = MM_dc[:,1] - MM_dc_t = np.mean(MM_dc_t.reshape(-1,ave),axis=1) - MM_dc_n = np.mean(MM_dc_n.reshape(-1,ave),axis=1) + # MM_dc_t = np.mean(MM_dc_t.reshape(-1,ave),axis=1) + # MM_dc_n = np.mean(MM_dc_n.reshape(-1,ave),axis=1) strassen_t = strassen[:,0] strassen_n = strassen[:,1] - strassen_t = np.mean(strassen_t.reshape(-1,ave),axis=1) - strassen_n = np.mean(strassen_n.reshape(-1,ave),axis=1) + # strassen_t = np.mean(strassen_t.reshape(-1,ave),axis=1) + # strassen_n = np.mean(strassen_n.reshape(-1,ave),axis=1) winograd_t = winograd[:,0] winograd_n = winograd[:,1] - winograd_t = np.mean(winograd_t.reshape(-1,ave),axis=1) - winograd_n = np.mean(winograd_n.reshape(-1,ave),axis=1) + # winograd_t = np.mean(winograd_t.reshape(-1,ave),axis=1) + # winograd_n = np.mean(winograd_n.reshape(-1,ave),axis=1) blas_t = blas[:,0] blas_n = blas[:,1] - blas_t = np.mean(blas_t.reshape(-1,ave),axis=1) - blas_n = np.mean(blas_n.reshape(-1,ave),axis=1) + # blas_t = np.mean(blas_t.reshape(-1,ave),axis=1) + # blas_n = np.mean(blas_n.reshape(-1,ave),axis=1) def func(x, a,b): return b*x**a @@ -261,14 +261,16 @@ def plot_c_res(ave, num): plt.rc('axes', labelsize=23) plt.rc('xtick', labelsize=23) plt.rc('ytick', labelsize=23) - plt.plot(MM_n, MM_t, label='3 For Loops', lw=5) - plt.plot(winograd_n, winograd_t, label='Winograd MM', lw=5) - plt.plot(blas_n, blas_t, label='Blas', lw=5) - plt.plot(strassen_n, strassen_t, label='Strassen', lw=5) - plt.plot(MM_dc_n, MM_dc_t, label='Divide and Conquer', lw=5) + plt.loglog(MM_n, MM_t, label='3 For Loops', lw=5) + plt.loglog(winograd_n, winograd_t, label='Winograd MM', lw=5) + plt.loglog(blas_n, blas_t, label='Blas', lw=5) + plt.loglog(strassen_n, strassen_t, label='Strassen', lw=5) + plt.loglog(MM_dc_n, MM_dc_t, label='Divide and Conquer', lw=5) plt.xlabel("n") + # plt.yscale('log', base=10) + # plt.xscale('log', base=2) plt.ylabel("time (s)") - plt.grid(True) + plt.grid(True, which="both", ls="-") plt.tight_layout() plt.legend(fontsize=19) plt.savefig('c_meas_' + str(num)+ '.pdf') @@ -278,15 +280,17 @@ def plot_c_res(ave, num): # plt.plot(blas_n, func(blas_n, *popt2), 'r-', label='fit MM: a=%5.5f, b=%5.10f' % tuple(popt2)) plt.legend() - + # return [MM_n,winograd_n,blas_n,strassen_n,MM_dc_n] + return [MM_t,winograd_t,blas_t,strassen_t,MM_dc_t] + # test%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% if __name__ == '__main__': - # plot_c_res(1, 4096) + # A = plot_c_res(1, 4096) - # arr = plot(1024) - n = np.logspace(1,12,12,base=2,dtype=(np.int)) + arr = plot(1024) + # n = np.logspace(1,12,12,base=2,dtype=(np.int)) # n = np.arange(1,50,2) # A = np.random.randint(-10, 6, (5,3)) # B = np.random.randint(-10, 6, (3,5)) @@ -297,7 +301,7 @@ if __name__ == '__main__': # print(C_test) # print(np.equal(C, C_test)) - t_np = test_perfomance(n) + # t_np = test_perfomance(n) # C = strassen(A, B) # C_test = A@B diff --git a/buch/papers/multiplikation/code/c_meas_4096.pdf b/buch/papers/multiplikation/code/c_meas_4096.pdf index 304015a..5236afb 100644 Binary files a/buch/papers/multiplikation/code/c_meas_4096.pdf and b/buch/papers/multiplikation/code/c_meas_4096.pdf differ diff --git a/buch/papers/multiplikation/code/meas/MM.txt b/buch/papers/multiplikation/code/meas/MM.txt index 13b6312..e296dd7 100644 --- a/buch/papers/multiplikation/code/meas/MM.txt +++ b/buch/papers/multiplikation/code/meas/MM.txt @@ -1,5 +1,5 @@ -0.000000,2 -0.000000,4 +0.000001,2 +0.000001,4 0.000001,8 0.000010,16 0.000081,32 diff --git a/buch/papers/multiplikation/code/meas/blas.txt b/buch/papers/multiplikation/code/meas/blas.txt index c3ec7ec..92a61b9 100644 --- a/buch/papers/multiplikation/code/meas/blas.txt +++ b/buch/papers/multiplikation/code/meas/blas.txt @@ -1,5 +1,5 @@ 0.000001,2 -0.000000,4 +0.000001,4 0.000001,8 0.000003,16 0.000022,32 diff --git a/buch/papers/multiplikation/code/meas/strassen.txt b/buch/papers/multiplikation/code/meas/strassen.txt index 69ea472..fdfbf2b 100644 --- a/buch/papers/multiplikation/code/meas/strassen.txt +++ b/buch/papers/multiplikation/code/meas/strassen.txt @@ -1,4 +1,4 @@ -0.000000,2 +0.000001,2 0.000003,4 0.000010,8 0.000066,16 diff --git a/buch/papers/multiplikation/code/meas/winograd.txt b/buch/papers/multiplikation/code/meas/winograd.txt index 6e6208a..d185906 100644 --- a/buch/papers/multiplikation/code/meas/winograd.txt +++ b/buch/papers/multiplikation/code/meas/winograd.txt @@ -1,4 +1,4 @@ -0.000000,2 +0.000001,2 0.000001,4 0.000002,8 0.000011,16 diff --git a/buch/papers/multiplikation/code/meas_1024.pdf b/buch/papers/multiplikation/code/meas_1024.pdf index 3312420..f489a7d 100644 Binary files a/buch/papers/multiplikation/code/meas_1024.pdf and b/buch/papers/multiplikation/code/meas_1024.pdf differ -- cgit v1.2.1