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* Added support for OneDNN FusedBatchNormEx and FusedConV2D (#112) * Added support for OneDNN FusedBatchNormEx and FusedConV2D Co-authored-by: Cavus Mustafa <mustafa.cavus@intel.com> * FusedDepthwiseConv2d and improved FusedConv2D support (#114) * Upgradation of TensorFlow version to v2.5.0 (#111) * added math_op to skip list for gpu * changed tf build location in ci * change abi1 tf links, add docker tf pip whls build patch Co-authored-by: Suryaprakash Shanmugam <suryaprakash.shanmugam@intel.com> * Lazy Fallback (Support for Dynamic Fallback) (#113) * Initial implementation of dynamic fallback * Error check fix for dynamic fallback * Improved coverage for dynamic fallback * dyn fb bugfix & dyn fb disabled by default * Fixed python api typo * Code cleanup in executable.cc * tf 1.x support for dyn. fallback * Fix for freezing inf. with dyn. fb. when interop is 1 * memory leak fixes (#110) * OCM submodule updated for fused ops (#115) * Updated code for some checks (#104) * Update build_utils.py * add suggested checks (#119) * checks in py files * added exception catching for assert statement * fixed uninitialized variable issue (#120) * doc update (#123) * installing opencv during venv setup * typo fix and removed opencv installation manually * Adding azure pipelines using docker (#122) * Removed shell as True with subprocess pipe (#127) * Initial TROUBLESHOOTING.md and updates on ARCHITECTURE.md (#126) * GUIDE document added, ARCHITECTURE updated for dyn. fb. * Filename change: GUIDE.md to TROUBLESHOOTING.md * AWS, Azure and Colab classification notebook added (#125) * collab notebook added for object detection * fixing path traversal issues (#129) * Code changes for models support (#130) * Added following op translations and changes: * NonmaxsuppresionV3, FusedConv2d with BiasAdd LeakyRelu, FusedConv2d with BiasAdd Add Relu * get_shape replaced with get_partial_shape where only rank is needed * deassign cluster modifed for dynamic ops * translation for fusedops with ELU added * dynamic input condition handled for Fill op * zero dim check updated * Updated TopkV2 translation for zero dim inputs * fix for execution errors and collab badge support added * fix build error during tensorflow installation (#132) * Fix for build error during tensorflow installation Properly check cmake and gcc versions Force re-install packages for them to take effect after every re-build * OV2021.4 build support enabled (#131) * Updated the code for OV2021.4 * OCM updated for OV2021_4 * Enabled OpenVINO 2021.4, but kept default build version as 2021.3 due to SetBlob issue Co-authored-by: Suryaprakash Shanmugam <suryaprakash.shanmugam@intel.com> * Fixed bug in FusedBatchNormEx translation (#134) * Fix cmake and gcc version checks (#136) * Fix cmake and gcc version checks * review comments incorporated in colab notebooks * Added Op translations and tests (#137) * Added translation for Resize Nearest Neighbor, GatherNd and Round OP translations * Added CropAndResize op and flip crop fix for CropAndResize * Added Reverse, Reciprocal, BatchToSpaceND, SpaceToBatchND, and Elu * Added TF Python tests for the above * Handle corner case in TranslateBatchNDAndSpaceNDOp * Add ops to gpu and myriad devices; update ocm * Adjust tolerance precision for fusedMatMul * Properly handle dynfallback flag; Print cluster summary Co-authored-by: ck-intel <chandrakant.khandelwal@intel.com> * Fetch and print OpenVINO version that OVTF was built against (#142) * Fetch and print OpenVINO version that OVTF was built against * Add import openvino_tensorflow to TF tests using find and replace instead of using patch (#141) * Enable cluster fallback through static initializers; Change default summary log info (#146) * Enable cluster fallback through static initializers; Change default summary log info * OpenVINO 2021 4 Upgrade Docs, CI, and Tests (#145) * Update OV version in docs, pipelines, and code * Update UT lists; fix OpenVINO 2021.4 download links in Dockerfiles * Fix ci random failures (#148) * Documentation review changes * Remove Code format check from Ubuntu-20 as clang-format-3.9 is not available in it * Installation table updated with MAC OS entries (#153) * Enable macOS Support (#133) * Initial commit for macOS * Merge commit '03379a2b92e0e11e94c6e6f709e3ee7770723f1a' * add TF 2 dylib var * fix virtualenv creation in py3 * Changing default OpenVINO version 2021.3 due to SetBlob issue * identify python minor version for load_venv * Adding the mac azure pipelines for ovtf project * Updating mac yml files * Fix CPU plugin issue, Fix unit test spawn issue for macOS * add mkldnn lib for release and debug build types * Update mac azure pipeline * Update OV version in docs, pipelines, and code * Update darwin tests list * Rebased on pre_gold_dev; Remove build errors; Update tests list * Enable VPU in OpenVINO, make on all cores * Update ABI0 based build pipeline on macOS * Add rpath to myriadPlugin and include myriad unit tests * Add myriad UT list files * Run myriad TF UT directly through tf_unittest_runner due to mutex error * Use -march=native only for Linux Co-authored-by: suryasidd <surya.siddharth.pemmaraju@intel.com> Co-authored-by: bhadur <bhadur.a.sm@intel.com> * Supporting backends (#152) * GPU_FP16 changes (#149) * Device name check for GPU FP16 Co-authored-by: suryasidd <surya.siddharth.pemmaraju@intel.com> * Export IR API is and related functionality is added (#150) * Document text correction for export ir * Fix TF1.x build failures that were due to Timestamp logic and dtype errors (#155) * Conditional compilation for timestamp logic; Fix DType error in TF 1.x in ovtf_builder * Models list updated (#151) * Corrected link for NCF-1B model * Devices name alignment in table Co-authored-by: Chandrakant Khandelwal <chandrakant.khandelwal@intel.com> * Fixed cmake flags issue and updated OV branch tags for previous released versions (#156) * Upgrade OVTF Python Samples to TF 2.x (#135) * added multi input support (image, video, camera) * added python examples to cpu ci pipline * removed tf 1.15.2 from req * api changes to tf2.5 * Python Inference Example Detection stage update * removed python samples in ci stages * tested camera input * Adding TF1x samples folder * TF 1.x yolo v3 model implementation to TF 2.x * added the pip packges to requirements * added assertion for input_file * added python sample to ci pipeline * added matplotlib as requirement * added TF1 python sample to ci pipeline * added requirements.txt * added --input arg help message * removed matplotlib installation * added requirements.txt to python TF2 stage * removed pip packages for ovtf samples * added python3.6 for TF1.x yolov3 conversion * bug fix for TF1.x python sample on MYRIAD * explicitly added the backends * python version check * installing python3.6 * saving the .h5 keras format for yolov3 darknet * added TF2.x API inference on .h5 kears format * added TF2.X APIs for inference with .h5 model * rollback to tf.compat.v1 for loading the graph * Renamed to TF_1_x and removed the unused files. * updated the TF1.x folder name to TF_1_x * removed filtering for listing ovtf backends * removing unused files * renaming output model * removed data folder in TF_1_x , using common utils * default model name change * Updated help message * removed python TF1 OD samples * assigned 0 for camera input * updated CI pipelines for python samples * assigned 0 for camera input * Unit tests update (#116) * TF unit test updates for all the devices * Add Explicit Padding to Conv2D. * Update TF unit test cases for MAC OS Co-authored-by: Peetha Veeramalai <preetha.veeramalai@intel.com> * OVTF Mandarin documentation (#138) * Updated OVTF Mandarin documentation Co-authored-by: Chandrakant Khandelwal <chandrakant.khandelwal@intel.com> * GPU core dump issue fixed (#159) Co-authored-by: Mustafa Cavus <cavusmustafa@intel.com> * Updated Mandarin readme documentation (#162) * Samples README update and yolov3 anchors file addition (#157) * added yolov3 anchors file * added license and writing output detections * changeed python default version to python3 * releasing memory after backends_len call * check backend updated and removed MIT license Co-authored-by: pratiksha123507 <pratikshax.bapusaheb.vanse@intel.com> * Update documentation for BUILD.md, INSTALL.md, and add requirements.txt (#158) * Add dependency install steps for Ubuntu and macOS * Add Bazelisk optional step * Upgrade OVTF version across files * Add separate instruction for PIP installations and update docs * Fix networkx version as 2.5.1 is common supported version for both Ubuntu 18.04 and 20.04 * Updated the installation commands in Interactive Table * Change PIL minimum required version * Added INSTALL.md link * Updated the build dependencies steps Co-authored-by: chandrakant khandelwal <chandrakant.khandelwal@intel.com> Co-authored-by: Ritesh Rajore <ritesh.kumar.rajore@intel.com> * Updated readme and license; Update interactive installation table (#163) Co-authored-by: Suryaprakash Shanmugam <suryaprakash.shanmugam@intel.com> * ManyLinux2014 Wheel Generation (#165) * Add patch file for manylinux * Update manylinux2014 Dockerfile * Add python 3.9 * Update versions in main.js * Dynamic fallback output fix (#166) * Dynamic fallback output issue fixed * Added INT8 quantization support (#144) * Added Translations and Transposes needed for Int8 Quantization * Added documentation for INT8 quantization support * Added CPU device condition for Relu6 and Constant Folding pass * Updated the CPU condition * Removed default enabling of constant folding on CPU Co-authored-by: chandrakant khandelwal <chandrakant.khandelwal@intel.com> * Version number changes in docs, code, and pipelines (#169) * updated MODELS.md (#167) * Upgrade to OV 2021.4.1 version (#170) * Code changes for OV 2021.4.1 upgrade * Updated docs for 2021.4.1 * Add changes to ABI1 whl generation Dockerfile Co-authored-by: Suryaprakash Shanmugam <suryaprakash.shanmugam@intel.com> * Updated docs based on review comments (#171) * Document updates for GPU_FP16 * Update TROUBLESHOOTING.md * Additional document updates on GPU_FP16 * Update AWS_instructions.md * Update Azure_instructions.md * Installation table intro modified Co-authored-by: Yamini Nimmagadda <yamini.nimmagadda@intel.com> Co-authored-by: Cavus Mustafa <mustafa.cavus@intel.com> Co-authored-by: Sai Jayanthi <sai.jayanthi@intel.com> * TF version updated in colab notebooks & Update examples documentation (#168) Co-authored-by: adisan3 <adityax.sanivarapu@intel.com> * Update OCM submodule(#172) * Export IR race condition issues are removed (#173) * Pillow version update (#175) * Updating readme for users using OVTF with CUDA capable GPUs (#177) * Model doc files updated with new models (#178) * Model doc files updated with 2 new models * Added complete model support for Facenet and lm_1b * Added warm-up inference run for samples (#179) * Added warm-up for first inference * Add Python3.9 Support for ABI1 Wheels (#176) * Add support for Python 3.9 wheels in ABI1 builds * Add python3.9-dev apt package * Updated INT8 quantization documentation in MODELS.md (#181) * Desciprtion for enabling oneDNN added to the README.md (#182) * Updated MODELS_cn doc (#180) * Update PyPi Documentation (#183) * Updated models file (#186) Co-authored-by: Chandrakant Khandelwal <chandrakant.khandelwal@intel.com> * Update Mandarin Documentation and DevCloud Links(#185) * Add updated Mandarin documentation Co-authored-by: Suryaprakash Shanmugam <suryaprakash.shanmugam@intel.com> * Update mandarin readme and models file (#187) * Print TF version instead of git version (#188) Co-authored-by: Yamini Nimmagadda <yamini.nimmagadda@intel.com> Co-authored-by: Cavus Mustafa <mustafa.cavus@intel.com> Co-authored-by: mohdansx <mohdx.ansari@intel.com> Co-authored-by: Suryaprakash Shanmugam <suryaprakash.shanmugam@intel.com> Co-authored-by: Sai Jayanthi <sai.jayanthi@intel.com> Co-authored-by: adisan3 <adityax.sanivarapu@intel.com> Co-authored-by: bhadur <bhadur.a.sm@intel.com> Co-authored-by: Ambarish Das <ambarish.das@intel.com> Co-authored-by: Surya Siddharth Pemmaraju <surya.siddharth.pemmaraju@intel.com> Co-authored-by: pratiksha123507 <pratikshax.bapusaheb.vanse@intel.com> Co-authored-by: Peetha Veeramalai <preetha.veeramalai@intel.com> Co-authored-by: Mustafa Cavus <cavusmustafa@intel.com> Co-authored-by: Ritesh Rajore <ritesh.kumar.rajore@intel.com>
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