[Docs] Unnecessary highlighted boxes in the documentation

[padreofthegame]

Documentation Title & Type

While looking into documentation related to working with pre-quantized models I observed few maybe minor issues, related to doc appearance in the web browser, mentioned below:

• Deploy a Framework-prequantized Model with TVM
  • Looks like there is an unnecessary highlighted block at the beginning of the document,
  • At the bottom of the doocument looks like the TODO comment for TFLite model is obsolete since it is solved on the next page.
  • It would also be good to have uniform title convention for different frontends as in Compile Deep Learning Models part (for example, Deploy a Framework-prequantized Model with TVM - PyTorch, Deploy a Framework-prequantized Model with TVM - TFLite, etc...)
• Deploy a Framework-prequantized Model with TVM - Part 3 (TFLite)
  • Unnecessary highlighted block at the beginning of the document.
  • Maybe discard Part 3 in the title of the document and just put TFLite without brackets on its place.

Also I get through all documentation pages, and found occurrence of similar highlighted box, mostly at the beginning of the document, in the following pages:

• Introduction
• Compiling and Optimizing a Model with TVMC
• Getting Starting using TVMC Python: a high-level API for TVM
• Compiling and Optimizing a Model with the Python Interface (AutoTVM)
• Working with Operators Using Tensor Expression
• Quick Start Tutorial for Compiling Deep Learning Models
• Making your Hardware Accelerator TVM-ready with UMA
• How to optimize GEMM on CPU
• How to optimize convolution on GPU
• Running TVM on bare metal Arm(R) Cortex(R)-M55 CPU and Ethos(TM)-U55 NPU with CMSIS-NN
• Bring Your Own Datatypes to TVM

cc @areusch @driazati

[driazati]

Thanks for reporting this! #13188 was supposed to fix the boxes but it looks like that didn't catch all the cases.