DOCS . JAX . DEV {}

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• Cryptocurrency
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Custom-built

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🚀 Good Traffic: 50k - 100k visitors per month


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Keywords {🔍}

sharding, mesh, explicit, type, shardings, array, axes, axis, jax, inside, sharded, auto, compiler, result, input, autoaxes, concrete, rules, mode, getabstractmesh, types, ops, operations, def, return, abstractmeshx, error, jaxlevel, time, arg, output, arrays, automatic, trace, import, current, axistypesexplicit, reshape, aka, manual, part, program, single, rule, outsharding, argument, unimplemented, query, context, reshardnparangereshape,

Topics {✒️}

aka multi-process/multi-host jax higher-order functions working resulting split/merged axes jax-level type making host offloading introduction slow iterative process higher-order functions multi-controller jax jax-level types propagate distributed data loading automatic differentation constructs user-supplied shardings rank-augmented version mix sharding modes fully-explicit mode compiler eventually chose missing sharding rules unary elementwise ops �outer product” dimensions split/merged axes context manager jax fun programming model shardings propagate deterministically unimplemented sharding rules ops create arrays current mesh tells shard_map jax memories explicit length argument extra array axis jax-level type type-level operations usual rules don global-view program jit def add_arrays sharding import reshard shardings make sense jax-level types type-specificed sharding single logical machine types type system np import jax �concrete array shardings” concrete array shardings sharding import partitionspec inspect xla explicit_axes api explicit mesh axes explicit collective operations concrete array sharding auto_axes api

Questions {❓}

• But what if you have a strong opinion about how you want your program sharded?
• Explicit Collectives?
• Explicit sharding?
• Where should you put the sharding constraints?

External Links {🔗}(1)

• How much does https://github.com/jax-ml/jax pull in?

Libraries {📚}

• Bootstrap
• Clipboard.js
• Typed.js

Emails and Hosting {✉️}

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