To perform tracing, JAX wraps primitive operations, like basic numerical kernels, so that when they’re called they add themselves to a list of operations performed along with their inputs and outputs. To keep track of how data flows between these primitives, values being tracked are wrapped ...
To keep track of how data flows between these primitives, values being tracked are wrapped in instances of the Tracer class. When a Python function is provided to grad or jit, it’s wrapped for tracing and returned. When the wrapped function is called, we abstract the concrete arguments ...
To keep track of how data flows between these primitives, values being tracked are wrapped in instances of the Tracer class. When a Python function is provided to grad or jit, it’s wrapped for tracing and returned. When the wrapped function is called, we abstract the concrete arguments ...
JAX specializes Python functions by tracing. Tracing a function means monitoring all the basic operations that are applied to its input to produce its output, and recording these operations and the data-flow between them in a directed acyclic graph (DAG). To perform tracing, JAX wraps primitive...
To keep track of how data flows between these primitives, values being tracked are wrapped in instances of the Tracer class. When a Python function is provided to grad or jit, it’s wrapped for tracing and returned. When the wrapped function is called, we abstract the concrete arguments ...
JAX specializes Python functions by tracing. Tracing a function means monitoring all the basic operations that are applied to its input to produce its output, and recording these operations and the data-flow between them in a directed acyclic graph (DAG). To perform tracing, JAX wraps primitive...
JAX specializes Python functions by tracing. Tracing a function means monitoring all the basic operations that are applied to its input to produce its output, and recording these operations and the data-flow between them in a directed acyclic graph (DAG). To perform tracing, JAX wraps primitive...
To keep track of how data flows between these primitives, values being tracked are wrapped in instances of the Tracer class. When a Python function is provided to grad or jit, it’s wrapped for tracing and returned. When the wrapped function is called, we abstract the concrete arguments ...
JAX specializes Python functions by tracing. Tracing a function means monitoring all the basic operations that are applied to its input to produce its output, and recording these operations and the data-flow between them in a directed acyclic graph (DAG). To perform tracing, JAX wraps primitive...
Tracing a function means monitoring all the basic operations that are applied to its input to produce its output, and recording these operations and the data-flow between them in a directed acyclic graph (DAG). To perform tracing, JAX wraps primitive operations, like basic numerical kernels, so...