Ng+ddlmZddlZddlmZddlZddlmZddlm Z m Z m Z GddeZ e dkrejdSdS) ) annotationsN)TestShapeInferenceHelper) TensorProto) make_node make_tensormake_tensor_value_infoc6eZdZd dZd dZd dZd dZd dZdS) TestDataPropagationreturnNonec N|dtjdfdtjdfgtddgdgtdddgdggg}||t dtjd t dtjd gd dS) Nx)y)rrShapeshapeExpandzr)rrrT data_prop) _make_graphrINT32r_assert_inferredrINT64selfgraphs [/var/www/html/ai-engine/env/lib/python3.11/site-packages/onnx/test/data_propagation_test.pytest_expand_symbolic_inputz.TestDataPropagation.test_expand_symbolic_inputs  ;$i 03 8I92U V'C57)44(S'NSE::       &w 0A4HH&sK,=yII       ch|dtjdfgtddgdgtddgdgt dtjdd  gg}||tdtjd tdtjdgd dS)Nr)rrrrConstantOfShapervalue)r)r)r(rTr) rrFLOATrrrrrrrs r"(test_constantofshape_with_symbolic_shapez agraph (float[4, 1, 16] x, float[1, 8, 16] y) => () { xshape = Shape (x) z = Expand (y, xshape) } xshaperrrTrNonnxparser parse_modelrrrrr)r models r"test_model_data_propagationz/TestDataPropagation.test_model_data_propagation;sx ''     &x1BDII&sK,=zJJ       r$c tjd}||t dt jdt dt jdgddS) zTest value-propagation through function calls. Underlying core example is same as previous test_model_data_propagation. a agraph (float[4, 1, 16] x, float[1, 8, 16] y) => () { xshape = local.GetShape (x) z = Expand (y, xshape) } GetShape (x) => (shapeval) { shapeval = Shape(x) } r,rrr-TrNr0r4s r"test_data_prop_via_functionz/TestDataPropagation.test_data_prop_via_functionOsz ''      &x1BDII&sK,=zJJ       r$c Dtjd}||t dt jdt dt jdt dt jdt dt jdgd d S) zTest value-propagation handles multiple calls to same function correctly. Underlying core example is same as previous test_model_data_propagation. a agraph (float[4, 1, 16] x, float[1, 8, 16] y) => () { yshape = local.GetShape (y) xshape = local.GetShape (x) z = Expand (y, xshape) w = Expand (y, yshape) } GetShape (x) => (shapeval) { shapeval = Shape(x) } yshaperr,rr-w)rr.r/TrNr0r4s r"test_multiple_calls_to_functionz3TestDataPropagation.test_multiple_calls_to_functionis ''     &x1BDII&x1BDII&sK,=zJJ&sK,=zJJ     r$N)r r )__name__ __module__ __qualname__r#r*r6r8r<r$r"r r sx    $    .    (    4      r$r __main__) __future__runittestshape_inference_testr onnx.parserr1r onnx.helperrrrr r=mainr@r$r"rHs #""""":99999FFFFFFFFFFt t t t t 2t t t n zHMOOOOOr$