cuda docs

sgoldenlab · Sep 1, 2024 · 92e94ba · 92e94ba
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diff --git a/docs/conf.py b/docs/conf.py
@@ -22,14 +22,21 @@
 extensions = ['sphinx.ext.napoleon',
               'sphinx.ext.imgmath',
               'sphinx.ext.mathjax',
+              'sphinx-mathjax-offline',
               'sphinx.ext.autodoc',
               'sphinx.ext.todo',
               'sphinx.ext.viewcode',
+              'sphinxemoji.sphinxemoji',
               #'sphinx_autodoc_typehints',
               'sphinx_togglebutton',
               'nbsphinx',
               'sphinx.ext.intersphinx',
               'sphinxcontrib.video']
+
+#mathjax_path = "https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.7/MathJax.js?config=TeX-AMS-MML_HTMLorMML"
+
+
+
 intersphinx_mapping = {
   'python': ('https://docs.python.org/3', None),
   }

diff --git a/docs/tables/.~lock.direction_two_bps.csv# b/docs/tables/.~lock.direction_two_bps.csv#
@@ -0,0 +1 @@
+,simon,simon-Inspiron-15-3520,31.08.2024 19:05,file:///home/simon/.config/libreoffice/4;
diff --git a/docs/tables/.~lock.is_inside_rectangle.csv# b/docs/tables/.~lock.is_inside_rectangle.csv#
@@ -0,0 +1 @@
+,simon,simon-Inspiron-15-3520,31.08.2024 19:02,file:///home/simon/.config/libreoffice/4;
diff --git a/docs/tables/count_values_in_ranges.csv b/docs/tables/count_values_in_ranges.csv
@@ -0,0 +1,9 @@
+FRAMES (MILLION),TIME (S)
+4,0.038
+8,0.201
+16,0.344
+32,0.306
+64,0.776
+128,1.611
+NVIDIA GeForce RTX 4070,
+"(n, 11)",
diff --git a/docs/tables/cuda_shap.csv b/docs/tables/cuda_shap.csv
@@ -0,0 +1,10 @@
+FRAMES (THOUSANDS),TIME (S)
+1,1.295
+10,4.401
+20,8.627
+40,15.280
+80,30.759
+160,65.575
+240,87.468
+NVIDIA GeForce RTX 4070,
+"RF: 100 estimators, 501 features",
diff --git a/docs/tables/direction_two_bps.csv b/docs/tables/direction_two_bps.csv
@@ -0,0 +1,10 @@
+FRAMES (MILLIONS),CUDA JIT GPU (S)
+2,0.0285
+4,0.0404
+8,0.069
+16,0.1352
+32,0.2711
+64,0.5586
+128,0.8525
+256,1.6652
+512,4.1223
diff --git a/docs/tables/get_3pt_angle.csv b/docs/tables/get_3pt_angle.csv
@@ -0,0 +1,8 @@
+FRAMES,TIME (S)
+**4 million**,0.020
+**8 million**,0.040
+**16 million**,0.159
+**32 million**,0.290
+**64 million** ,0.335
+**128 million**,0.792
+256 million**,1.371
diff --git a/docs/tables/get_euclidean_distance_cuda.csv b/docs/tables/get_euclidean_distance_cuda.csv
@@ -0,0 +1,13 @@
+OBSERVATION,TIME (S)
+**110k**,0.007
+**181k**,0.021
+**327k**,0.032
+**620k**,0.02
+**1.2m**,0.082
+**2.4m**,0.046
+**4.7m**,0.106
+**9.3m**,0.209
+**18.6m**,0.238
+**37.2m**,0.926
+**74.5m**,1.136
+**149m**,2.046
diff --git a/docs/tables/img_stack_to_grayscale_cuda.csv b/docs/tables/img_stack_to_grayscale_cuda.csv
@@ -0,0 +1,23 @@
+FRAMES (k),GPU (s),STDEV (s)
+1,0.16022,0.125786
+2,0.14428,0.003726
+3,0.19769,0.005645
+4,0.2571,0.006002
+5,0.33574,0.017868
+6,0.39921,0.026858
+7,0.45734,0.0333
+8,0.53216,0.015075
+9,0.50257,0.023186
+10,0.54235,0.090055
+11,0.69896,0.00999
+12,0.57932,0.0010399
+13,0.63791,0.017
+14,0.99677,0.1073426
+15,1.56103,0.5308574
+16,1.08143,0.082
+17,1.39189,0.3308389
+18,1.23648,0.1386822
+19,1.39554,0.161
+20,1.962,0.576
+NVIDIA GeForce RTX 4070,,
+REPEATS= 3,,
diff --git a/docs/tables/img_stack_to_grayscale_cupy.csv b/docs/tables/img_stack_to_grayscale_cupy.csv
@@ -0,0 +1,12 @@
+FRAMES (THOUSANDS),GPU (s)
+0.5,0.3419
+1,0.52333
+1.5,0.81614
+2,1.0632
+2.5,1.32399
+3,1.61488
+3.5,1.87857
+4,2.30137
+4.5,2.54736
+5,2.90824
+5.5,3.09271
diff --git a/docs/tables/is_inside_circle.csv b/docs/tables/is_inside_circle.csv
@@ -0,0 +1,11 @@
+FRAMES (MILLIONS),CUDA JIT GPU (S)
+2,0.006
+4,0.007
+8,0.016
+16,0.028
+32,0.054
+64,0.114
+128,0.319
+256,0.44
+512,1.085
+1000,2.966
diff --git a/docs/tables/is_inside_polygon.csv b/docs/tables/is_inside_polygon.csv
@@ -0,0 +1,11 @@
+FRAMES (MILLIONS),CUDA JIT GPU (S),NUMBA CPU TIME (S)
+2,0.002,0.038
+4,0.004,0.082
+8,0.006,0.170
+16,0.009,0.295
+32,0.021,0.823
+64,0.041,1.395
+128,0.101,2.688
+256,0.369,4.640
+512,0.614,10.940
+1000,1.293,19.947
diff --git a/docs/tables/is_inside_rectangle.csv b/docs/tables/is_inside_rectangle.csv
@@ -1,12 +1,11 @@
-FRAMES (MILLION),CUDA JIT GPU (S),NUMBA CPU TIME (S)
-**2 million**,0.005,0.022
-**4 million**,0.009,0.031
-**8 million**,0.016,0.097
-**16 million**,0.028,0.199
-**32 million**,0.054,0.399
-**64 million**,0.111,0.769
-**128 million**,0.33,1.3
-**256 million**,0.666,2.531
-**512 million**,1.161,7.273
-**1 billion**,3.828,13.342
-NVIDIA GeForce RTX 4070,,
+FRAMES (MILLIONS),CUDA JIT GPU (S),NUMBA CPU TIME (S)
+2,0.005,0.022
+4,0.009,0.031
+8,0.016,0.097
+16,0.028,0.199
+32,0.054,0.399
+64,0.111,0.769
+128,0.33,1.300
+256,0.666,2.531
+512,1.161,7.273
+1000,3.828,13.342
diff --git a/docs/tables/sliding_circular_hotspots.csv b/docs/tables/sliding_circular_hotspots.csv
@@ -0,0 +1,14 @@
+FRAMES (MILLIONS),GPU (s),GPU (STDEV)
+2,0.0219,0
+4,0.0387,0.002
+8,0.0809,0.015
+16,0.1304,0.008
+32,0.3135,0.043
+64,0.593,0.054
+128,1.2028,0.156
+256,2.3236,0.101
+512,4.9477,0.538
+1024,10.266,1.351
+NVIDIA GeForce RTX 4070,,
+BATCH_SIZE: 3e+7,,
+REPEATS 5,,
diff --git a/docs/tables/sliding_circular_mean.csv b/docs/tables/sliding_circular_mean.csv
@@ -0,0 +1,12 @@
+FRAMES (MILLIONS),GPU (s),GPU (STDEV)
+1,0.0755,0.07201
+2,0.03908,0.00131
+4,0.0726,0.00205
+8,0.13196,0.00872
+16,0.26056,0.01587
+32,0.60962,0.07974
+64,1.01012,0.02032
+128,2.05793,0.15376
+256,4.08802,0.14152
+512,14.67234,3.66222
+1000,27.43026,3.35774
diff --git a/docs/tables/sliding_circular_range.csv b/docs/tables/sliding_circular_range.csv
@@ -0,0 +1,14 @@
+FRAMES (MILLIONS),GPU (s),GPU (STDEV)
+2,0.055,0.199
+4,0.115,0.005
+8,0.239,0.003
+16,0.398,0.023
+32,0.768,0.012
+64,1.596,0.04
+128,3.118,0.131
+256,6.84703,0.73121
+512,12.36,0.122
+1024,25.17,0.075
+NVIDIA GeForce RTX 4070,,
+BATCH_SIZE: 3e+7,,
+REPEATS 5,,
diff --git a/docs/tables/sliding_circular_std.csv b/docs/tables/sliding_circular_std.csv
@@ -0,0 +1,14 @@
+FRAMES (MILLIONS),GPU (s),GPU (STDEV)
+2,0.027,0.0009
+4,0.048,0.0028
+8,0.117,0.0199
+16,0.163,0.0052
+32,0.362,0.0571
+64,0.653,0.0134
+128,1.439,0.1888
+256,2.836,0.1929
+512,6.107,0.232
+1024,22.893,5.933
+NVIDIA GeForce RTX 4070,,
+BATCH_SIZE: 3e+7,,
+REPEATS 5,,
diff --git a/docs/tables/sliding_mean.csv b/docs/tables/sliding_mean.csv
@@ -0,0 +1,12 @@
+FRAMES (MILLIONS),TIME (S)
+2,0.005
+4,0.025
+8,0.015
+16,0.028
+32,0.059
+64,0.182
+128,0.237
+256,0.507
+512,1.022
+NVIDIA GeForce RTX 4070,
+time window = 1s / 10 FPS,
diff --git a/docs/tables/sliding_min.csv b/docs/tables/sliding_min.csv
@@ -0,0 +1,12 @@
+FRAMES (MILLIONS),TIME (S)
+2,0.003
+4,0.016
+8,0.012
+16,0.049
+32,0.053
+64,0.099
+128,0.211
+256,0.495
+512,1.031
+NVIDIA GeForce RTX 4070,
+time window = 1s / 10 FPS,
diff --git a/docs/tables/sliding_rayleigh_z.csv b/docs/tables/sliding_rayleigh_z.csv
@@ -0,0 +1,14 @@
+FRAMES (MILLIONS),GPU (s),GPU (STDEV)
+2,0.02531,0.00328
+4,0.04003,0.00533
+8,0.07184,0.01016
+16,0.12379,0.01608
+32,0.2542,0.03084
+64,0.52848,0.05978
+128,1.05474,0.16997
+256,1.93246,0.07944
+512,4.45524,0.07773
+1000,8.46498,0.33432
+NVIDIA GeForce RTX 4070,,
+BATCH_SIZE: 3e+7,,
+REPEATS 5,,
diff --git a/docs/tables/sliding_resultant_vector_length.csv b/docs/tables/sliding_resultant_vector_length.csv
@@ -0,0 +1,14 @@
+FRAMES (MILLIONS),GPU (s),GPU (STDEV)
+2,0.04253,0.002
+4,0.06979,0
+8,0.14922,0.015
+16,0.34029,0.062
+32,0.48812,0.012
+64,1.0269,0.059
+128,2.16228,0.156
+256,4.15671,0.027
+512,11.4188,2.501
+1000,28.76021,2.59123
+NVIDIA GeForce RTX 4070,,
+BATCH_SIZE: 3e+7,,
+REPEATS 5,,
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		,simon,simon-Inspiron-15-3520,31.08.2024 19:05,file:///home/simon/.config/libreoffice/4;