
DOCS . JAX . DEV {
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Title:
JAX internals: The jaxpr language — JAX documentation
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4 years and 8 months (reg. 2020-11-01).
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Keywords {🔍}
lambda, jax, jaxpr, primitive, variables, add, return, def, arg, function, input, parameters, primitives, jaxprs, cond, carry, python, constant, weaktypefalse, mul, branches, branch, scan, intermediate, var, int, constants, import, false, convertelementtypenewdtypefloat, jit, language, higherorder, eqn, literal, jaxcoreclosedjaxpr, inputs, values, expr, correspond, variable, arguments, jnpones, funcarg, takes, xtrue, xfalse, type, arrays, pytrees,
Topics {✒️}
looping easily reverse-differentiable transformation-specific interpretation rules limited higher-order features python-level control-flow higher-order jax primitives higher-order features python-level functions execute auto-differentiation machinery flexible programming interface apply transformations incrementally valid indexing range running dot-product internal intermediate representation true branch functionals top-level jaxpr actual python interpreter partially-applied jax actual execution content false branch functional algebraic normal form behaved intermediate form jax works internally machine learning programs consts field holds jaxpr term syntax common jaxpr primitives primitives jax internals actual computation content primitive scan primitive free variables captured call primitive arises f32[] = reduce_sum[axes= cond primitive takes small software package jit compilation traced python function special variable unitvar pytrees introduction named parameters axes normal python conditionals intermediate variables defined control-flow haskell type signature function func3 jax linear parameter describes output atomic expressions return multiple values produce multiple outputs jaxpr instance represents import numpy
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