Add model export tutorial to documentation website #1362
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Louis-Dupont
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BloodAxe
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BloodAxe
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Aug 10, 2023
Louis-Dupont
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Louis-Dupont
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Aug 22, 2023
* wip-S * wip * fix bug where resume would crash if latest run doesnt include latest_ckpt * remove unwanted change + copy hydra * minor changes * fix test * add tests * fix test * New Export API (#1318) * Designing export API * Export WIP * ONNX NMS * Export WIP * Refactor test and move benchmark API to functino * Export WIP * Make the top_k a constant and not variable since TRT export does not work with dynamic top_k * Refactor test and move benchmark API to functino * Added option to change the output format * Refactor test and move benchmark API to functino * Added option to change the output format * Refactor test and move benchmark API to functino * Fixing export to make it TRT friendly * Fixing export to make it TRT friendly * Fixing export to make it TRT friendly * Fixing export to make it TRT friendly * Remove unused classes * Remove unused classes * Remove unused classes * Remove unused classes * Fixing export to FP16 * Fixing export to FP16 * Improve output of the benchmark result * Improve device handling when exporting NMS * Improve device handling when exporting NMS * Fix nms format conversion modules export * Revert unit test * Improve model device handling * Adding docs * Adding docs * Adding docs * Adding docs * Address TODO's after code review * Added check whether model is already quantized * Install pytorch quantization package * Added printin of user-friendly description on how to use the exported model * Update docs * Update docs * Uninstall SG * Added onnx_graphsurgeon * Added onnx_graphsurgeon * Put extra index url at the top * Put extra index url before the package that requires it * Fix --index-url to --extra-index-url * get_requirements to handle --extra-index-url correctly * Made method draw_box_title public * Fix tests * Fix missing HasPredict for BaseClassifier model * Make quantization parameters overridable * Feature/sg 000 fix predict in pose estimation (#1358) * Update readme * Fix small bug in __repr__ implementation of KeypointsImageToTensor * Test * Test * Test * Test * Test * Test * Make graphsurgeon an optional * Make graphsurgeon an optional * Properly handle imports of optional packages * Added empty __init__.py files * Do imports of gs inside the export call * Do imports of gs inside the export call * Fix DEKR's missing HasPredict interface * Update notebook & example doc to reflect changes in imports & function names * Update readme * Put back images * add model export (#1362) * fix (#1367) * fix * add spacing * Feature/sg 000 propagate imagenet dataset params (#1368) * Propagate default dataset processing params for other classification models * Fix bug in predict pipeline (Softmax was computed along batch dimension AFTER taking max along classes dimension) * Added more classification models to test * Doc changes (#1253) * num classes specified was wrong * wrong num_classes specified --------- Co-authored-by: Ofri Masad <[email protected]> Co-authored-by: Eugene Khvedchenya <[email protected]> * Summarize models, losses & metrics for segmentation (#1354) * Summarize models, losses & metrics * Added troubleshoothing section * Feature/sg 000 fix import of onnx graphsurgeon (#1359) * Update readme * Fix small bug in __repr__ implementation of KeypointsImageToTensor * Test * Test * Test * Test * Test * Test * Make graphsurgeon an optional * Make graphsurgeon an optional * Properly handle imports of optional packages * Added empty __init__.py files * Do imports of gs inside the export call * Do imports of gs inside the export call * Fix DEKR's missing HasPredict interface * Update notebook & example doc to reflect changes in imports & function names * Update readme * Put back images * Install onnx_graphsurgeon in CI * Install onnx_graphsurgeon in CI * Fix version of ONNX-GS installed in CI and installed on-demand * Fix arange_cpu not implemented for Half * Fix arange_cpu not implemented for Half * Fix graph merging for old pytorch (1.12) that crashed because of nodes with duplicate names * Feature/sg 1047 predict od with labels (#1365) * cleanup start * added docs * added tests * added tests + fix yolox * fixed ppyoloe * fixed ppyoloe * small ppyoloe prep model for conversion fix * small ppyoloe prep model for conversion fix * fixed image_i_object_count ref docs * alligned box thickness * renamed vars in example * changed statement and added len verification * fixed predictions docs * fixed pipelines docs * removed gt text from plots * removed gt text from plots * refactored predict with labels to use show/save * Feature/sg 1033 fix yolox anchors (#1369) * Update readme * Fix small bug in __repr__ implementation of KeypointsImageToTensor * Test * Test * Test * Test * Test * Test * Make graphsurgeon an optional * Make graphsurgeon an optional * Properly handle imports of optional packages * Added empty __init__.py files * Do imports of gs inside the export call * Do imports of gs inside the export call * Fix DEKR's missing HasPredict interface * Update notebook & example doc to reflect changes in imports & function names * Update readme * Put back images * Install onnx_graphsurgeon in CI * Install onnx_graphsurgeon in CI * Working prototype of YoloX fix of Anchors that can load model weights as well * Added more tests for detection predict() and yolox checkpoint loading * Fix version of ONNX-GS installed in CI and installed on-demand * Added docs * Added docs * Added docs * Remove leftover * Set ignore_errors=True to trainer test and declare why * Fix bug in maybe_remove_module_prefix * version bumped (#1374) Co-authored-by: Eugene Khvedchenya <[email protected]> * Adding pose estimation to the readme (#1375) * Update readme * Fix small bug in __repr__ implementation of KeypointsImageToTensor * Update pose estimation image * Fix link * Remove broken link that we can't recover where it was pointing to (#1376) * test on first run * improve doc with new checkpoint run logic * add doc for Trainer * update doc * test sweeper * test sweeper * test sweeper * test sweeper * test sweeper * test sweeper * test direcrlt call * fix indentation * fix indentation * move test to integration test * fix * add makefiletest * iupdate * remove test from base ci test --------- Co-authored-by: Eugene Khvedchenya <[email protected]> Co-authored-by: Pranoy Radhakrishnan <[email protected]> Co-authored-by: Ofri Masad <[email protected]> Co-authored-by: Shay Aharon <[email protected]>
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Adding the tutorial to the website that includes all the documentation