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Zuzu-Typ merged 1 commit into from
Nov 26, 2025
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Updated performance chart in readme #290

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34 changes: 17 additions & 17 deletions README.md
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Original file line number Diff line number Diff line change
Expand Up @@ -175,12 +175,12 @@ Evaluating performance of PyGLM compared to NumPy.
Running on platform 'win32'.

Python version:
3.13.0 (tags/v3.13.0:60403a5, Oct 7 2024, 09:38:07) [MSC v.1941 64 bit (AMD64)]
3.14.0 (tags/v3.14.0:ebf955d, Oct 7 2025, 10:15:03) [MSC v.1944 64 bit (AMD64)]

Comparing the following module versions:
PyGLM (DEFAULT) version 2.7.2
PyGLM (DEFAULT) version 2.8.3
vs
NumPy version 2.1.2
NumPy version 2.3.5
________________________________________________________________________________

The following table shows information about a task to be achieved and the time
Expand All @@ -193,42 +193,42 @@ value.
| Description | PyGLM time | NumPy time | ratio |
+----------------------------------------+------------+------------+-----------+
| 3 component vector creation | | | |
| (100,000 times) | 8ms | 30ms | 3.78x |
| (100,000 times) | 4ms | 17ms | 4.54x |
+----------------------------------------+------------+------------+-----------+
| 3 component vector creation with | | | |
| custom components | | | |
| (50,000 times) | 8ms | 33ms | 4.05x |
| (50,000 times) | 4ms | 16ms | 3.82x |
+----------------------------------------+------------+------------+-----------+
| dot product | | | |
| (50,000 times) | 3ms | 46ms | 13.53x |
| (50,000 times) | 2ms | 22ms | 10.17x |
+----------------------------------------+------------+------------+-----------+
| cross product | | | |
| (25,000 times) | 2ms | 523ms | 288.77x |
| (25,000 times) | 1ms | 327ms | 252.59x |
+----------------------------------------+------------+------------+-----------+
| L2-Norm of 3 component vector | | | |
| (100,000 times) | 5ms | 249ms | 49.05x |
| (100,000 times) | 4ms | 155ms | 39.04x |
+----------------------------------------+------------+------------+-----------+
| 4x4 matrix creation | | | |
| (50,000 times) | 5ms | 15ms | 3.03x |
| (50,000 times) | 3ms | 11ms | 4.18x |
+----------------------------------------+------------+------------+-----------+
| 4x4 identity matrix creation | | | |
| (100,000 times) | 6ms | 222ms | 36.61x |
| (100,000 times) | 4ms | 140ms | 37.98x |
+----------------------------------------+------------+------------+-----------+
| 4x4 matrix transposition | | | |
| (50,000 times) | 3ms | 23ms | 6.73x |
| (50,000 times) | 3ms | 18ms | 6.93x |
+----------------------------------------+------------+------------+-----------+
| 4x4 multiplicative inverse | | | |
| (50,000 times) | 4ms | 336ms | 90.30x |
| (50,000 times) | 3ms | 216ms | 80.67x |
+----------------------------------------+------------+------------+-----------+
| 3 component vector addition | | | |
| (100,000 times) | 5ms | 52ms | 10.11x |
| (100,000 times) | 3ms | 35ms | 11.13x |
+----------------------------------------+------------+------------+-----------+
| 4x4 matrix multiplication | | | |
| (100,000 times) | 8ms | 55ms | 6.85x |
| (100,000 times) | 5ms | 37ms | 8.17x |
+----------------------------------------+------------+------------+-----------+
| 4x4 matrix x vector multiplication | | | |
| (100,000 times) | 6ms | 152ms | 23.39x |
| (100,000 times) | 4ms | 107ms | 27.98x |
+----------------------------------------+------------+------------+-----------+
| TOTAL | 0.06s | 1.74s | 26.97x |
| TOTAL | 0.04s | 1.10s | 28.50x |
+----------------------------------------+------------+------------+-----------+
```
```
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