From dcb75e2dd5790b2645d595db555ff7b0348e65ec Mon Sep 17 00:00:00 2001 From: Ahmed Gad Date: Tue, 9 Jun 2026 16:15:25 -0400 Subject: [PATCH 1/5] Make kerasga.predict faster by not cloning the model predict() cloned the whole model on every call and then used model.predict(). When predict() runs once per solution inside a fitness function, this is slow. It now sets the solution as the model weights, restores the original weights at the end, and calls the model directly when no batching is asked for. The output is the same and it runs much faster. model.predict() is still used when batch_size or steps is given. --- pygad/kerasga/kerasga.py | 28 ++++++++++++++++++++-------- 1 file changed, 20 insertions(+), 8 deletions(-) diff --git a/pygad/kerasga/kerasga.py b/pygad/kerasga/kerasga.py index 98380b73..44f83131 100644 --- a/pygad/kerasga/kerasga.py +++ b/pygad/kerasga/kerasga.py @@ -79,8 +79,8 @@ def predict(model, steps=None): """ Load the given solution as the model's weights and run a forward - pass on ``data``. The model is cloned first so the caller's - instance is left untouched. + pass on ``data``. The model's original weights are restored + afterwards, so the model passed by the caller is not changed. Parameters ---------- @@ -105,12 +105,24 @@ def predict(model, # Fetch the parameters of the best solution. solution_weights = model_weights_as_matrix(model=model, weights_vector=solution) - _model = tensorflow.keras.models.clone_model(model) - _model.set_weights(solution_weights) - predictions = _model.predict(x=data, - batch_size=batch_size, - verbose=verbose, - steps=steps) + + # Set the solution as the model weights, then put the original weights + # back at the end. The model is not cloned because cloning it on every + # call is slow when predict() is used inside a fitness function. + original_weights = model.get_weights() + model.set_weights(solution_weights) + try: + if batch_size is None and steps is None: + # When no batching is asked for, call the model directly. This + # is faster than model.predict() when called once per solution. + predictions = numpy.array(model(data, training=False)) + else: + predictions = model.predict(x=data, + batch_size=batch_size, + verbose=verbose, + steps=steps) + finally: + model.set_weights(original_weights) return predictions From 3d1753bccc250817027447e6ee94ef436900cde8 Mon Sep 17 00:00:00 2001 From: Ahmed Gad Date: Tue, 9 Jun 2026 16:21:47 -0400 Subject: [PATCH 2/5] Increase version --- pygad/kerasga/__init__.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pygad/kerasga/__init__.py b/pygad/kerasga/__init__.py index 88e4c10a..5c712675 100644 --- a/pygad/kerasga/__init__.py +++ b/pygad/kerasga/__init__.py @@ -1,3 +1,3 @@ from .kerasga import * -__version__ = "1.3.2" +__version__ = "1.3.3" From 5002fd003202b77af4284a27729f81ce8c7e5c6d Mon Sep 17 00:00:00 2001 From: Ahmed Gad Date: Wed, 10 Jun 2026 00:53:34 -0400 Subject: [PATCH 3/5] Avoid duplicate effort --- pygad/pygad.py | 1 - 1 file changed, 1 deletion(-) diff --git a/pygad/pygad.py b/pygad/pygad.py index 37eba68e..7db5f560 100644 --- a/pygad/pygad.py +++ b/pygad/pygad.py @@ -203,7 +203,6 @@ def save(self, filename): cloudpickle_serialized_object = cloudpickle.dumps(self) with open(filename + ".pkl", 'wb') as file: file.write(cloudpickle_serialized_object) - cloudpickle.dump(self, file) def push_to_vilvik(self, *, api_key=None, **overrides): """ From 5201cb9db67c11023bd84fe59da41e7d29ddb7d5 Mon Sep 17 00:00:00 2001 From: Ahmed Gad Date: Wed, 10 Jun 2026 18:17:45 -0400 Subject: [PATCH 4/5] PyGAD and vilvik --- .gitignore | 3 +++ docs/source/images/pygad_vilvik_cloud.png | Bin 0 -> 270136 bytes docs/source/images/pygad_vilvik_cloud.svg | 24 ++++++++++++++++++++++ docs/source/index.md | 10 +++++++++ 4 files changed, 37 insertions(+) create mode 100644 docs/source/images/pygad_vilvik_cloud.png create mode 100644 docs/source/images/pygad_vilvik_cloud.svg diff --git a/.gitignore b/.gitignore index bfdf5d69..0b96b80c 100644 --- a/.gitignore +++ b/.gitignore @@ -44,3 +44,6 @@ examples/data/*.npy release_video/ .pytest_cache/ .claude/ + +# Superpowers brainstorming companion +.superpowers/ diff --git a/docs/source/images/pygad_vilvik_cloud.png b/docs/source/images/pygad_vilvik_cloud.png new file mode 100644 index 0000000000000000000000000000000000000000..7401ec9aa69c05d3c7c41c816353b5f798c4953f GIT binary patch literal 270136 zcmYhiWmH>j18qxbafjksC|2Cv-QC?KSSaqrofda39wfNC71!YI?rxX&JLimX|7GM~ z_SkvWo^!1op{yu{f=GY}1qFp7BQ3591@)yG3JTf{9{S^(F7gv3C@6F&8F3MHkIa)- zgq6-^b*|XX`@HCVZd6fO+OI0+^u(-6-^9rOQkzRF(Gswi@T(rm6!cvy|Ggkf>tQKJ zRvGdz4<9AEK3RC5xbL`II&Kg3Mag-7BYApnG2E{of7ZX}I001L`c>86zpd?i-(hvW zITt2I>MGk-L}Ep$I-L;ouPWZNk}MtOe<3Bp5i|CF3w9T>ar1)S{>;}-x54Sx^9ng6 z=(j_I#dt}0II@0WYq;|1pD7j|plFJ-ZJFOXq^NBoYF*qqocT7-rnoi4g|`BFFk;aa zrxs!(>AMVn#j?Ly=+QGZA5yR1NXtNqQBuLX5 z5{C3vcReV)7SID2(@dovoahN_gt28z;YL7|(ei&D%=UCPzz@_kN!Qqq`v-08(KS~N z4IMktBRQRhQJC`dQT3s5Ctf{(wL)%6QxGl$Z9LY8``YKcmjMzDmu>Mo8hdnGCj%U5 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It makes optimization easier by reducing or removing the need for coding, and it shows helpful visualizations. +> Run PyGAD in the cloud with [Vilvik](https://vilvik.com): push your PyGAD problem to Vilvik, let it run in the cloud, and get the results back. + +:::{figure} images/pygad_vilvik_cloud.* +:alt: Run PyGAD in the cloud with Vilvik +:width: 100% +:align: center + +Push your PyGAD problem to [Vilvik](https://vilvik.com) and run it in the cloud. +::: + [PyGAD](https://github.com/ahmedfgad/GeneticAlgorithmPython) supports different types of crossover, mutation, and parent selection operators. It lets you optimize many types of problems with the genetic algorithm by writing your own fitness function. It works with both single-objective and multi-objective optimization problems. ![PYGAD-LOGO](https://user-images.githubusercontent.com/16560492/101267295-c74c0180-375f-11eb-9ad0-f8e37bd796ce.png) From c5d40ad123458101aa53cadea3c03a94fa791f13 Mon Sep 17 00:00:00 2001 From: Ahmed Gad Date: Wed, 10 Jun 2026 19:24:12 -0400 Subject: [PATCH 5/5] Point to vilvik --- docs/source/index.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/source/index.md b/docs/source/index.md index 2b25c2ad..85a322aa 100644 --- a/docs/source/index.md +++ b/docs/source/index.md @@ -2,7 +2,7 @@ [PyGAD](https://github.com/ahmedfgad/GeneticAlgorithmPython) is an open-source Python library for building the genetic algorithm and optimizing machine learning algorithms. It works with [Keras](https://keras.io) and [PyTorch](https://pytorch.org). -> Try the [Optimization Gadget](https://optimgadget.com), a free cloud-based tool powered by PyGAD. It makes optimization easier by reducing or removing the need for coding, and it shows helpful visualizations. +> Try [Vilvik](https://vilvik.com), a free cloud-based tool powered by PyGAD. It makes optimization easier by reducing or removing the need for coding, and it shows helpful visualizations. > Run PyGAD in the cloud with [Vilvik](https://vilvik.com): push your PyGAD problem to Vilvik, let it run in the cloud, and get the results back.

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