TODO:

• @bhalimi Export ONNX of qunatiifed
• @bhalimi Add dataloader to PTQ method
• @bhalimi Add support for Imagenet database using python API
• @bhalimi Test ResNet-18 on ImageNet
• @thibaultallenet Refactor Hook system
• @ikucher QAT MobileNetv1 on CIFAR10
• @cmoineau Export to Aidge
• @vincentlorrain Add new scheduler for consumer producer (see @olivierbichler for details...)
• @gregkub Squeeze & Unsqueeze operators (core + CPU + ONNX)
• @gregkub Packaging in CI (Conda, pip & docker) aidge#75 (closed) + documentation generation &9 (closed)
• @wboussella export STM32 with CMSISNN library (LeNet)
• @pineapple Test learning + tutorial on MobileNet with ImageNet aidge#74 (closed)

Release status

List of branch to merge, the repo name should be ticked off when dev is merged with main.

• Aidge 0.2.1
  • learning tutorial: aidge!48 (merged)
  • Fix release: aidge!47 (merged)
• aidge_core 0.2.1
• aidge_backend_cpu 0.2.2
• aidge_backend_cuda 0.2.1
• aidge_backend_opencv 0.1.1
• aidge_quantization 0.1.1
• aidge_learning 0.1.1
• aidge_export_cpp 0.1.1
  • module refactor aidge_export_cpp!8 (merged)
• aidge_export_arm_cortexm 0.0.1
  • module refactor aidge_export_arm_cortexm!3 (merged)
• aidge_onnx 0.2.1
• aidge_interop_torch 0.0.1

Tutorial status

• Aidge 101 : Tested
• DataProvider MNIST tutorial : Need to fix the MNIST download script @thibaultallenet
• Export Cpp tutorial - LeNet FP32 : To test @cmoineau
• Export STM32 tutorial - LeNet FP32 : To test @cmoineau -> issue: aidge_export_arm_cortexm#5 (closed) but seems ok ?
• Export Cpp tutorial - Add custom operator : Fix issue aidge_export_cpp#5 (comment 2244722) @thibaultallenet
• GraphRegex tutorial : Tested
• Learning : To test @pineapple
• Onnx tutorial : Fix set_compute_output_dims to comply renaming forward_dims @thibaultallenet
• Quantization tutorial : To test after the MR of Benjamin @bhalimi
• TensorRT Tutorial : To test @cmoineau
• Tiling Tutorial : To test @pineapple
• Backend cuda : To test @pineapple
• Dev tutorial - Hardmax operator : To test @pineapple