Enable use_optimized_layer_output and AO' llama
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Signed-off-by: yiliu30 <yi4.liu@intel.com>
Signed-off-by: yiliu30 <yi4.liu@intel.com>
Signed-off-by: yiliu30 <yi4.liu@intel.com>
yiliu30
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use_optimized_layer_output and AO' llama
yiliu30
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Sep 10, 2024
* initial flow for autoround Signed-off-by: yiliu30 <yi4.liu@intel.com> * update flow Signed-off-by: yiliu30 <yi4.liu@intel.com> * use int4 kernel Signed-off-by: yiliu30 <yi4.liu@intel.com> * remove debug code Signed-off-by: yiliu30 <yi4.liu@intel.com> * update the forward Signed-off-by: yiliu30 <yi4.liu@intel.com> * clean code Signed-off-by: yiliu30 <yi4.liu@intel.com> * e2e example Signed-off-by: yiliu30 <yi4.liu@intel.com> * refine code Signed-off-by: yiliu30 <yi4.liu@intel.com> * add requirements for test Signed-off-by: yiliu30 <yi4.liu@intel.com> * update test Signed-off-by: yiliu30 <yi4.liu@intel.com> * update the readme Signed-off-by: yiliu30 <yi4.liu@intel.com> * add readme Signed-off-by: yiliu30 <yi4.liu@intel.com> * update the filenames Signed-off-by: yiliu30 <yi4.liu@intel.com> * update the np version Signed-off-by: yiliu30 <yi4.liu@intel.com> * add demo Signed-off-by: yiliu30 <yi4.liu@intel.com> * format Signed-off-by: yiliu30 <yi4.liu@intel.com> * add more docs Signed-off-by: yiliu30 <yi4.liu@intel.com> * format Signed-off-by: yiliu30 <yi4.liu@intel.com> * add doc Signed-off-by: yiliu30 <yi4.liu@intel.com> * use `AffineQuantizedTensor` Signed-off-by: yiliu30 <yi4.liu@intel.com> * impl ar using multensors Signed-off-by: yiliu30 <yi4.liu@intel.com> * clean code Signed-off-by: yiliu30 <yi4.liu@intel.com> * use hook + multensors Signed-off-by: yiliu30 <yi4.liu@intel.com> * separate mul_tensors into a new file Signed-off-by: yiliu30 <yi4.liu@intel.com> * fix typos Signed-off-by: yiliu30 <yi4.liu@intel.com> * rename mul_tensor to multi_tensor Signed-off-by: yiliu30 <yi4.liu@intel.com> * enable amp Signed-off-by: yiliu30 <yi4.liu@intel.com> * eval model Signed-off-by: yiliu30 <yi4.liu@intel.com> * add gen examples Signed-off-by: yiliu30 <yi4.liu@intel.com> * add warmup to benchmark Signed-off-by: yiliu30 <yi4.liu@intel.com> * add benchmark Signed-off-by: yiliu30 <yi4.liu@intel.com> * clean code Signed-off-by: yiliu30 <yi4.liu@intel.com> * format code Signed-off-by: yiliu30 <yi4.liu@intel.com> * use tiny kernel Signed-off-by: yiliu30 <yi4.liu@intel.com> * add more note Signed-off-by: yiliu30 <yi4.liu@intel.com> * format Signed-off-by: yiliu30 <yi4.liu@intel.com> * correct typos Signed-off-by: yiliu30 <yi4.liu@intel.com> * remove hard code Signed-off-by: yiliu30 <yi4.liu@intel.com> * use intx Signed-off-by: yiliu30 <yi4.liu@intel.com> * enable offload for multitensor Signed-off-by: yiliu30 <yi4.liu@intel.com> * update the default config Signed-off-by: yiliu30 <yi4.liu@intel.com> * refine note Signed-off-by: yiliu30 <yi4.liu@intel.com> * update the version check Signed-off-by: yiliu30 <yi4.liu@intel.com> * format Signed-off-by: yiliu30 <yi4.liu@intel.com> * update Signed-off-by: yiliu30 <yi4.liu@intel.com> * add ut Signed-off-by: yiliu30 <yi4.liu@intel.com> * format Signed-off-by: yiliu30 <yi4.liu@intel.com> * add scripts Signed-off-by: yiliu30 <yi4.liu@intel.com> * format code Signed-off-by: yiliu30 <yi4.liu@intel.com> * format Signed-off-by: yiliu30 <yi4.liu@intel.com> * update Signed-off-by: yiliu30 <yi4.liu@intel.com> * fix typo Signed-off-by: yiliu30 <yi4.liu@intel.com> * refine bench code Signed-off-by: yiliu30 <yi4.liu@intel.com> * Enable `use_optimized_layer_output` and AO' llama (#12) Signed-off-by: yiliu30 <yi4.liu@intel.com> * Refine the Doc (#14) --------- Signed-off-by: yiliu30 <yi4.liu@intel.com> * add more docstring Signed-off-by: yiliu30 <yi4.liu@intel.com> * add paper link Signed-off-by: yiliu30 <yi4.liu@intel.com> * correct some note Signed-off-by: yiliu30 <yi4.liu@intel.com> * add cmd Signed-off-by: yiliu30 <yi4.liu@intel.com> * udpdate the scripts Signed-off-by: yiliu30 <yi4.liu@intel.com> * revert some change Signed-off-by: yiliu30 <yi4.liu@intel.com> * Add a lightweight configuration for quick benchmarking (#15) Signed-off-by: yiliu30 <yi4.liu@intel.com> * update quant method name Signed-off-by: yiliu30 <yi4.liu@intel.com> * Wrap model's buffers and params to `MultiTensor` & update the results (#16) * wrap model's buffers and params to `MultiTensor` and update the results Signed-off-by: yiliu30 <yi4.liu@intel.com> --------- Signed-off-by: yiliu30 <yi4.liu@intel.com>
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