_REFERENCE_LAZY_BACKEND as lazy_backend # Register the example LTC backend. lazy_backend._initialize() device = 'lazy' # Create some tensors and perform operations. inputs = torch.tensor([[1, 2, 3, 4, 5]], dtype=torch.float32, device=device) outputs = torch.tanh(inputs) # Mark ...
Security Insights Additional navigation options Files main .github build_tools docs externals include lib projects jit_ir_common ltc onnx_c_importer pt1 e2e_testing examples _example_utils.py example-requirements.txt fximporter_resnet18.py
# The example uses PIL and requests to get the image. pip install requests pillow # Run ResNet18 as a standalone script. python examples/torchscript_resnet18_e2e.py load image from https://upload.wikimedia.org/wikipedia/commons/2/26/YellowLabradorLooking_new.jpg Downloading: "https://downl...
# Get the latest example if you haven't checked out the code wget https://raw.githubusercontent.com/llvm/torch-mlir/main/projects/pt1/examples/fximporter_resnet18.py # Run ResNet18 as a standalone script. python projects/pt1/examples/fximporter_resnet18.py # Output load image from htt...
Unable to extract string literal index. ModuleDict indexing is only supported with string literals. For example, 'i = "a"; self.layersi' will fail because i is not a literal. Enumeration of ModuleDict is supported, e.g. 'for k, v in self.items(): out = v(inp)': ...
The CMake standalone example includes a minimal, standalone Python API setup: https://github.com/llvm/llvm-project/tree/main/mlir/examples/standalone iirc, there is CMake magic that gives the source sets names, but basically it is all of the files under mlir/lib/Bindings/Python. Those get...
def CustomOpExampleModule_basic(module, tu: TestUtils): module.forward(tu.rand(3, 4)) 6 changes: 3 additions & 3 deletions 6 python/torch_mlir_e2e_test/test_suite/elementwise.py Show comments View file Edit file Delete file This file contains bidirectional Unicode text that may be in...
For my own understanding, can you give an example of what this decompose option will do? I see that it adds createDecomposeComplexOpsPass. Maybe give an example of such an op and explain why IREE doesn't have its own lowering path for that op? In other pipelines we sometimes leave the...
"test_batchnorm_example_training_mode" Please try to debug the numerics mismatching when you get the chance. You can either use this branch of torch-mlir in your iree-build and run the iree_tests, or you can use the alt_e2eshark and run python run.py --torchtolinalg -t test_batch....