From 888fe9f2e8e0a04a6f3cc54f730fc3af65e0425a Mon Sep 17 00:00:00 2001 From: Cian Hughes Date: Mon, 10 Jun 2024 12:58:19 +0100 Subject: [PATCH] Added automatic enabling of tensor cores --- poetry.lock | 791 ++++++++++++------------- symbolic_nn_tests/__main__.py | 7 + symbolic_nn_tests/experiment2/model.py | 2 +- 3 files changed, 401 insertions(+), 399 deletions(-) diff --git a/poetry.lock b/poetry.lock index b496e27..bad976e 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. 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-tests = ["pytest", "pytest-cov"] +tests = ["coverage[toml]"] [[package]] name = "webencodings" @@ -5350,13 +5345,13 @@ watchdog = ["watchdog (>=2.3)"] [[package]] name = "widgetsnbextension" -version = "4.0.10" +version = "4.0.11" description = "Jupyter interactive widgets for Jupyter Notebook" optional = false python-versions = ">=3.7" files = [ - {file = "widgetsnbextension-4.0.10-py3-none-any.whl", hash = "sha256:d37c3724ec32d8c48400a435ecfa7d3e259995201fbefa37163124a9fcb393cc"}, - {file = "widgetsnbextension-4.0.10.tar.gz", hash = "sha256:64196c5ff3b9a9183a8e699a4227fb0b7002f252c814098e66c4d1cd0644688f"}, + {file = "widgetsnbextension-4.0.11-py3-none-any.whl", hash = "sha256:55d4d6949d100e0d08b94948a42efc3ed6dfdc0e9468b2c4b128c9a2ce3a7a36"}, + {file = "widgetsnbextension-4.0.11.tar.gz", hash = "sha256:8b22a8f1910bfd188e596fe7fc05dcbd87e810c8a4ba010bdb3da86637398474"}, ] [[package]] @@ -5375,13 +5370,13 @@ dev = ["black (>=19.3b0)", "pytest (>=4.6.2)"] [[package]] name = "xyzservices" -version = "2024.4.0" +version = "2024.6.0" description = "Source of XYZ tiles providers" optional = false python-versions = ">=3.8" files = [ - {file = "xyzservices-2024.4.0-py3-none-any.whl", hash = "sha256:b83e48c5b776c9969fffcfff57b03d02b1b1cd6607a9d9c4e7f568b01ef47f4c"}, - {file = "xyzservices-2024.4.0.tar.gz", hash = "sha256:6a04f11487a6fb77d92a98984cd107fbd9157fd5e65f929add9c3d6e604ee88c"}, + {file = "xyzservices-2024.6.0-py3-none-any.whl", hash = "sha256:fecb2508f0f2b71c819aecf5df2c03cef001c56a4b49302e640f3b34710d25e4"}, + {file = "xyzservices-2024.6.0.tar.gz", hash = "sha256:58c1bdab4257d2551b9ef91cd48571f77b7c4d2bc45bf5e3c05ac97b3a4d7282"}, ] [[package]] diff --git a/symbolic_nn_tests/__main__.py b/symbolic_nn_tests/__main__.py index 7ba6365..0cdf3c1 100644 --- a/symbolic_nn_tests/__main__.py +++ b/symbolic_nn_tests/__main__.py @@ -27,6 +27,13 @@ def main( bool, typer.Option(help="Whether or not to log via Weights & Biases") ] = True, ): + import torch + + # Enable tensor cores for compatible GPUs + for i in torch.cuda.device_count(): + if torch.cuda.get_device_properties(i).major > 6: + torch.set_float32_matmul_precision("medium") + for i, n in enumerate(experiments, start=1): j = n - 1 experiment = EXPERIMENTS[j].run diff --git a/symbolic_nn_tests/experiment2/model.py b/symbolic_nn_tests/experiment2/model.py index 48001d1..6a403be 100644 --- a/symbolic_nn_tests/experiment2/model.py +++ b/symbolic_nn_tests/experiment2/model.py @@ -49,7 +49,7 @@ def get_singleton_dataset(): from symbolic_nn_tests.experiment2.dataset import collate, pubchem return create_dataset( - dataset=pubchem, collate_fn=collate, batch_size=128, shuffle=True + dataset=pubchem, collate_fn=collate, batch_size=512, shuffle=True )