return {# defs/experimental"Identity": Renamer("copy"),"Affine": Affine.get_converter(opset),"BitShift":BitShift.get_converter(opset),"ThresholdedRelu": ThresholdedRelu.get_converter(opset),"ScaledTanh":ScaledTanh.get_converter(opset),"ParametricSoftplus": ParametricSoftPlus.get_converter(opset),"...
AI代码解释 classPassContextNode:publicObject{public:ErrorReporter err_reporter;int opt_level{2};tvm::Array<tvm::Expr>required_pass;tvm::Array<tvm::Expr>disabled_pass;};classPassContext:publicNodeRef{public:TVM_DLLstaticPassContextCreate();TVM_DLLstaticPassContextCurrent();/* Other fields are omitte...
void BuildRelay(IRModule relay_module, const std::unordered_map<std::string, tvm::runtime::NDArray>& params) { Target target_host = GetTargetHost(); // If no target_host has been set, we choose a default one, which is // llvm if "codegen.LLVMModuleCreate" is accessible. const run...
TVM有一套标准优化方法以及特定于机器学习的优化方法,包括常量折叠、死代码消除、运算符布局更改、算符融合、缓冲区处理和循环变换等。 每一个Pass都使用在traversal期间和/或之前收集的分析结果来构造ir-to-ir的pass。 然而,随着TVM的迅速发展,需要一种更系统、更有效的方法来管理这些passes。此外,一个可以管理跨TVM...
mmdetection自带有目标检测的后处理代码,但是由于mmdetection是用Pytorch实现的,而Pytorch在树莓派上的安装十分麻烦,因此我们使用Numpy,基于mmdetection的后处理代码,重新实现了SSD后处理。 # generate anchorfromanchorimportgen_anchorsmlvl_anchors=gen_anchors()img_shape=image.shapescale_factor=[img_shape[1]/re...
#16939- Upgrade CUDA to 12.4 CRT #17097- [Bugfix]Return error code on error from ModuleGetFunction Disco #17035- [QoL] Implement broadcast/scatter methods for Session #16992- [Bugfix]Handle NDArray larger than OS buffer for pipe #16978- Implementnum_workersproperty fordisco.Session ...
Step2.1.1.1 ToANormalForm 这个Pass的调用流程在【我与TVM二三事 前篇(3)】relay optimize:Step 3.2.2 ToANormalForm中梳理过,主要就是修改赋值格式。在relay中没有用作IR的优化所以没有可视化效果,在此填一下坑。 使用前Relay部分结构 Netron查看完整结构:https://github.com/Archermmt/tvm_walk_through/blob...
top1_torch=np.argmax(output.numpy()) print(top1_torch) # export onnx torch_out=torch.onnx.export(model,torch_img,'resnet18.onnx',verbose=True,export_params=True) 1. 2. 3. 4. 5. 6. 7. 8. 9. 10. 11. 12. 13. 14. ...
Add operation scatter_add to relay, based on scatter implementation. #6030 i64 indices #5235 Port eliminate_common_subexpr to non-recursive form #6134 Fix interpreter for dyanmic shape input of ndarray_size #6086 Allow to config allocator type and refactor vm code structure #6105 Handle ndarray...
Add operation scatter_add to relay, based on scatter implementation. #6030 i64 indices #5235 Port eliminate_common_subexpr to non-recursive form #6134 Fix interpreter for dyanmic shape input of ndarray_size #6086 Allow to config allocator type and refactor vm code structure #6105 Handle ndarray...