
DOCS . JAX . DEV {
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Title:
Shape polymorphism — JAX documentation
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Keywords {🔍}
dimension, symbolic, jax, shapes, shape, variables, constraints, xshape, dimensions, dtypenpint, array, call, equality, function, input, argument, code, concrete, values, errors, exp, expressions, arguments, comparison, exporting, polymorphism, export, result, traceback, recent, specification, exportexportjaxjitlambda, error, exported, exportsymbolicshapea, jaxshapedtypestructexportsymbolicshapeb, operations, variable, scopes, return, construct, integer, polymorphic, specifications, arrays, integers, comparisons, compilation, import, def,
Topics {✒️}
dev/en/latest/export/shape_poly environment variable tf_cpp_vmodule=refine_polymorphic_shapes=3 valid left-hand-sides python jax_dump_ir_to=/tmp/export performance penalty symbolic dimensions duck-type dimension variables errors computation construct pytrees supports pytrees left-hand-side strictly positive values jax_dump_ir_to environment variable caches keyed partially pre-processing step debugging documentation pass --vmodule=refine_polymorphic_shapes=3 simple neural network dimension variables stand dimension variables range obtained dimension variables multi-platform support create scopes explicitly dimension expressions objects mix symbolic expressions make equality total hashing dimension expressions applying arithmetic operators symbolic comparison rules jax import numpy shape polymorphism comparison dimension variables {'a'} numpy variants np strictly positive integers applicable concrete shapes symbolic expression mod polymorphic shapes specifications symbolic dimensions denote polymorphic shapes specification modulo operation mod explicit symbolic constraints compilation exporting exported program produces inequality comparison failures original jax program polymorphic shape specification concrete input shapes symbolic dimension scopes batch leading dimension exact inconclusive inequality
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