Add a new fingerprinting method for XNNPack weight cache.#77
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Add a new fingerprinting method for XNNPack weight cache.#77copybara-service[bot] wants to merge 1 commit into
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Warning: this new fingerprinting method is currently experimental. Every operation in XNNPack that uses the weight cache should implement a corresponding fingerprinting function. The goal of that fingerprint is to check whether the pre-computation (packing) that takes place for this op has changed and if a previous weight cache can be reused directly or not. The expected way for this to work is that a fingerprint function would assume a predetermined set of constant inputs passed to the create function and would then hash the resulting cache buffer. The `xnn_weights_cache_look_up_key` has a new field that holds the fingerprint identifier. It is set by kernel setup functions when they try to do cache look-ups. PiperOrigin-RevId: 809079455
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Add a new fingerprinting method for XNNPack weight cache.
Warning: this new fingerprinting method is currently experimental.
Every operation in XNNPack that uses the weight cache should implement a
corresponding fingerprinting function. The goal of that fingerprint is to check
whether the pre-computation (packing) that takes place for this op has changed
and if a previous weight cache can be reused directly or not.
The expected way for this to work is that a fingerprint function would assume a
predetermined set of constant inputs passed to the create function and would
then hash the resulting cache buffer.
The
xnn_weights_cache_look_up_keyhas a new field that holds the fingerprintidentifier. It is set by kernel setup functions when they try to do cache
look-ups.