Add buildRescale helper function with scale width and double rounding option
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buildRescalebuildRescale helper function with scale width and double rounding option
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LGTM, don't fully understand the knobs on the RescaleAttribute can you please add rationale for these these factory functions? |
digantdesai
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@digantdesai has imported this pull request. If you are a Meta employee, you can view this diff on Phabricator. |
these are likely our friends of doing rescale via shift, double rounding fma and right/left etc etc. lol |
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@digantdesai merged this pull request in 17fee78. |
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* make --device fast the default * Update iOS.md (#517) * Update iOS.md * Update iOS.md * Pip to pip3 (#504) * remove macos-12 test * pip to pip3 * break aoti CI jobs separately (#500) * init * fixes * more fixes * fixes * fix * fix * bug fix * add objcopy update * suppress int8 * undefined variable --------- Co-authored-by: Michael Gschwind <[email protected]> * Support llama3 in chat in run.cpp (#486) * refactor chat runner in preparation for llama3 * add sketch for llama3 prompt template and move to returning tokens * fix tiktoken * fixes to chat * add default llama_ver * Add tests for quantize json, add cuda device specification and precision to cuda.json (#519) * remove code for no KV Cache path (#527) * Update ADVANCED-USERS.md (#529) Update Advanced Users description to reflect changes in the repo since the description was initially created. * runner-aoti on cuda (#531) * runner-aoti on cuda * transfer results back to CPU * transfer results back to CPU * runner-aoti on cuda * Update runner_build.md (#530) Update description of runner and build process in runner_build.md * clean up runner code a little (#532) * clean up runner code a little * update * update * pull out generate loop in chat * updates * edit docs * typo * move int8 linear class and function into qops.py (#534) * add dtype tests for runner-aoti + runner-et (#539) * add dtype tests for runner-aoti + runner-et * typo * Quantized embedding (#536) * move int8 linear class and function into qops.py * move Quantized Embedding to qops.py * Move Linear int4 to qops (#537) * move int8 linear class and function into qops.py * move Quantized Embedding to qops.py * move int4 linear to qops * Revert "add dtype tests for runner-aoti + runner-et (#539)" (#548) This reverts commit a7a24577a65be67ac9ae4dc05452f35d9c49e5d1. * fix generate for llama3 (#538) * fix generate for llama3 * switch more things to C * remove C++ header * add delegation visualization instructions (#551) * Add dtype runner aoti (#552) * add dtype tests for runner-aoti + runner-et * typo * add dtype test runner-aoti * test sdpa with fp16 (#553) * test sdpa with fp16 * kv cache fp32 * typo * update (#560) * Only support newest versions of lm-eval (#556) Summary: remove support for lm-eval 0.3 to reduce the options we have Test Plan: CI Reviewers: Subscribers: Tasks: Tags: * split cpu eval CI by dtype (#554) * split cpu eval CI by dtype * fix * differentiate names with checks * keep one name the same as old * fix * Removing duplicate HF issue message from README (#559) Co-authored-by: Michael Gschwind <[email protected]> * doc updates (#567) * Add VM-safe MPS check --------- Co-authored-by: Anthony Shoumikhin <[email protected]> Co-authored-by: metascroy <[email protected]> Co-authored-by: Nikita Shulga <[email protected]> Co-authored-by: lucylq <[email protected]> Co-authored-by: Jerry Zhang <[email protected]> Co-authored-by: Jack-Khuu <[email protected]>
Gasoonjia
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Jul 30, 2024
* code beautification * code beautification, move functions together * make --device fast the default (#515) * make --device fast the default * Update iOS.md (#517) * Update iOS.md * Update iOS.md * Pip to pip3 (#504) * remove macos-12 test * pip to pip3 * break aoti CI jobs separately (#500) * init * fixes * more fixes * fixes * fix * fix * bug fix * add objcopy update * suppress int8 * undefined variable --------- Co-authored-by: Michael Gschwind <[email protected]> * Support llama3 in chat in run.cpp (#486) * refactor chat runner in preparation for llama3 * add sketch for llama3 prompt template and move to returning tokens * fix tiktoken * fixes to chat * add default llama_ver * Add tests for quantize json, add cuda device specification and precision to cuda.json (#519) * remove code for no KV Cache path (#527) * Update ADVANCED-USERS.md (#529) Update Advanced Users description to reflect changes in the repo since the description was initially created. * runner-aoti on cuda (#531) * runner-aoti on cuda * transfer results back to CPU * transfer results back to CPU * runner-aoti on cuda * Update runner_build.md (#530) Update description of runner and build process in runner_build.md * clean up runner code a little (#532) * clean up runner code a little * update * update * pull out generate loop in chat * updates * edit docs * typo * move int8 linear class and function into qops.py (#534) * add dtype tests for runner-aoti + runner-et (#539) * add dtype tests for runner-aoti + runner-et * typo * Quantized embedding (#536) * move int8 linear class and function into qops.py * move Quantized Embedding to qops.py * Move Linear int4 to qops (#537) * move int8 linear class and function into qops.py * move Quantized Embedding to qops.py * move int4 linear to qops * Revert "add dtype tests for runner-aoti + runner-et (#539)" (#548) This reverts commit a7a24577a65be67ac9ae4dc05452f35d9c49e5d1. * fix generate for llama3 (#538) * fix generate for llama3 * switch more things to C * remove C++ header * add delegation visualization instructions (#551) * Add dtype runner aoti (#552) * add dtype tests for runner-aoti + runner-et * typo * add dtype test runner-aoti * test sdpa with fp16 (#553) * test sdpa with fp16 * kv cache fp32 * typo * update (#560) * Only support newest versions of lm-eval (#556) Summary: remove support for lm-eval 0.3 to reduce the options we have Test Plan: CI Reviewers: Subscribers: Tasks: Tags: * split cpu eval CI by dtype (#554) * split cpu eval CI by dtype * fix * differentiate names with checks * keep one name the same as old * fix * Removing duplicate HF issue message from README (#559) Co-authored-by: Michael Gschwind <[email protected]> * doc updates (#567) * Add VM-safe MPS check --------- Co-authored-by: Anthony Shoumikhin <[email protected]> Co-authored-by: metascroy <[email protected]> Co-authored-by: Nikita Shulga <[email protected]> Co-authored-by: lucylq <[email protected]> Co-authored-by: Jerry Zhang <[email protected]> Co-authored-by: Jack-Khuu <[email protected]> * add unpacking support (#525) * add unpacking support * fix typos and linter * perform parallel prefill when possible (#568) * perform parallel prefill when possible * typo * disable hack * remove print * remove debug messages which prevent export * fixes * stream results in generate.py (#571) * remove logging interfering with export --------- Co-authored-by: Anthony Shoumikhin <[email protected]> Co-authored-by: metascroy <[email protected]> Co-authored-by: Nikita Shulga <[email protected]> Co-authored-by: lucylq <[email protected]> Co-authored-by: Jerry Zhang <[email protected]> Co-authored-by: Jack-Khuu <[email protected]>
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These scaling options can be used by lowering of convolution.