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Philippe Tillet
2022-05-02 00:42:39 +00:00
parent 0bce260523
commit 567aa8d4fc
158 changed files with 308 additions and 308 deletions
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master/getting-started/tutorials/03-matrix-multiplication.html
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@@ -563,43 +563,43 @@ torch_output=tensor([[ 1.1045, -36.9688, 31.4688, ..., -11.3906, 24.4531, -3
<img alt="03 matrix multiplication" class="sphx-glr-single-img" src="../../_images/sphx_glr_03-matrix-multiplication_001.png" />
<p class="sphx-glr-script-out">Out:</p>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>matmul-performance:
M cuBLAS ... Triton Triton (+ LeakyReLU)
0 256.0 2.978909 ... 3.276800 2.978909
1 384.0 7.372800 ... 7.899428 8.507077
2 512.0 14.563555 ... 15.420235 16.384000
3 640.0 22.260869 ... 24.380953 24.380953
4 768.0 32.768000 ... 35.389441 34.028308
5 896.0 37.971025 ... 41.321411 39.025776
6 1024.0 49.932191 ... 53.773130 53.773130
7 1152.0 45.242181 ... 48.161033 47.396572
8 1280.0 51.200001 ... 57.690139 57.690139
9 1408.0 64.138541 ... 69.009825 68.147202
10 1536.0 80.430545 ... 80.430545 80.430545
11 1664.0 63.372618 ... 63.372618 62.929456
12 1792.0 72.983276 ... 63.499573 63.142831
13 1920.0 68.776119 ... 71.257735 70.892307
14 2048.0 73.584279 ... 78.398206 78.033565
15 2176.0 83.155572 ... 87.115360 86.739860
16 2304.0 68.251065 ... 78.064941 77.558029
17 2432.0 71.305746 ... 75.726318 75.522751
18 2560.0 77.833728 ... 82.539044 82.331658
19 2688.0 84.108772 ... 91.185232 90.966561
20 2816.0 80.469019 ... 83.552120 84.523664
21 2944.0 81.832567 ... 84.324925 83.758038
22 3072.0 81.589488 ... 87.246694 89.451983
23 3200.0 85.106381 ... 96.385543 95.952022
24 3328.0 83.905938 ... 85.908470 86.113988
25 3456.0 82.604067 ... 85.043848 89.480098
26 3584.0 84.111686 ... 92.410473 94.747514
27 3712.0 85.675250 ... 85.896254 88.404730
28 3840.0 81.138664 ... 88.261772 91.701494
29 3968.0 87.976885 ... 92.477403 85.811488
30 4096.0 93.401342 ... 84.733417 86.872315
M cuBLAS ... Triton Triton (+ LeakyReLU)
0 256.0 2.730667 ... 3.276800 2.978909
1 384.0 7.372800 ... 8.507077 8.507077
2 512.0 14.563555 ... 15.420235 15.420235
3 640.0 22.260869 ... 24.380953 24.380953
4 768.0 32.768000 ... 34.028308 34.028308
5 896.0 37.971025 ... 41.321411 40.140799
6 1024.0 49.932191 ... 53.773130 52.428801
7 1152.0 45.242181 ... 48.161033 47.396572
8 1280.0 51.200001 ... 57.690139 57.690139
9 1408.0 64.138541 ... 68.147202 68.147202
10 1536.0 80.430545 ... 80.430545 80.430545
11 1664.0 62.929456 ... 63.372618 62.929456
12 1792.0 72.983276 ... 63.499573 63.142831
13 1920.0 68.776119 ... 70.892307 70.892307
14 2048.0 73.584279 ... 78.398206 78.033565
15 2176.0 83.155572 ... 87.115360 86.739860
16 2304.0 68.251065 ... 77.810656 77.558029
17 2432.0 71.305746 ... 75.726318 75.522751
18 2560.0 77.833728 ... 81.715711 81.920002
19 2688.0 83.737433 ... 90.966561 90.316801
20 2816.0 84.035084 ... 83.552120 83.873477
21 2944.0 82.509987 ... 83.899046 84.040530
22 3072.0 81.589488 ... 86.184329 89.735509
23 3200.0 84.993363 ... 96.240602 96.240602
24 3328.0 83.226931 ... 85.806075 84.895397
25 3456.0 82.604067 ... 84.068369 88.692595
26 3584.0 87.211821 ... 100.017124 100.351999
27 3712.0 85.091436 ... 89.513749 87.094458
28 3840.0 84.228485 ... 92.390975 85.531326
29 3968.0 91.954739 ... 85.034103 91.540836
30 4096.0 87.495257 ... 89.597949 93.336389
[31 rows x 5 columns]
</pre></div>
</div>
<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 6 minutes 55.944 seconds)</p>
<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 6 minutes 7.559 seconds)</p>
<div class="sphx-glr-footer class sphx-glr-footer-example docutils container" id="sphx-glr-download-getting-started-tutorials-03-matrix-multiplication-py">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../../_downloads/d5fee5b55a64e47f1b5724ec39adf171/03-matrix-multiplication.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">03-matrix-multiplication.py</span></code></a></p>