Add cleanup transformation sorting inputs of commutative operations #85
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Change in the import and built-in functions.
13 tasks
This is required for supporting scaled dot-product attention, which has 3 dimensional tensors with batch/head, sequence and embedding dimension.
…ata_layouts Introduce 3D layout annotations defaulting to NWC
….],[ch0_max, ch1_max,..])
…x/tf2onnx-1.16.1 Try newer tf2onnx version to get CI back in green
…ature/tensor_stats Range analysis improvements and better input shape override
…eature/readme_dev_updates Updates to dev docs: pip upgrade, linting
…ngs_attr Feature/strings attr
…p-pool-with-one-worker Avoiding mp.Pool in case of using only 1 worker for easier pdb debugging
…mport_in_notebook_0 fix notebook 0
QuantLSTM (ONNX) QCDQ representation
….com/makoeppel/qonnx into makoeppel-improve/test_conv_lowering_convmnist
…t_conv_lowering_convmnist Improve/test conv lowering convmnist
random input generated with seed=42 was causing a major difference in Conv_13_out0 for no apparent reason (probably float / numerical related)
…eature/convlower_qnt Preserve weight quantizer while lowering convolutions
Remove some commented debug code
…eature/test_a2q_nets Add easy fetch of accumulator-aware quantized (A2Q) CIFAR-10 models for testing
…iksnagreb/qonnx into iksnagreb-feature/sort_commutative_inputs
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LGTM, ready to merge. Thanks @iksnagreb ! |
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Adds the cleanup transformation requested in #84
Closes #84