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Add KL730 related documents in PLUS docs #38

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Add KL730 related documents in PLUS docs #38

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77 changes: 39 additions & 38 deletions docs/index.md
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Expand Up @@ -7,52 +7,55 @@ It is composed of tools, control libraries and example references.

![](./imgs/kneronAI_arch.png)

Kneron AI consists the following components:
Kneron AI consists the following components:

1. **Kneron AI Development Kit - Kneron PLUS**
It is Platform Libraries Unified Software to control Kneron Chip via USB interface
*KL520 SDK v1.6.0 / KL720 SDK v1.4.1 / KL630 SDK v2.5.2, or higher version is required*
1. **Kneron AI Development Kit - Kneron PLUS**
It is Platform Libraries Unified Software to control Kneron Chip via USB interface
*KL520 SDK v1.6.0 / KL720 SDK v1.4.1 / KL630 SDK v2.5.2 / KL730 SDK v1.0.0-alpha, or higher version is required*

2. **Kneron AI Development Kit - Firmware SDK**
Open source for peripheral drivers, middleware and application code can be optimized to meet the needs for different applications
- KL520 SDK
- KL720 SDK
2. **Kneron AI Development Kit - Firmware SDK**
Open source for peripheral drivers, middleware and application code can be optimized to meet the needs for different applications
- KL520 SDK
- KL720 SDK
- KL630 SDK

3. **Kneron AI Development Kit - Kneron Model Toolchain**
A series of utilities for Kneron AI model creation
- ONNX converter
- Compiler
- Quantizer
- Evaluator
- Simulator

4. **Kneron AI Model Zoo**
A set of structure pre-optimized models used for demo and also open for re-training

5. **Kneron AI Chips**
- KL520: Dongle, 96board, M.2 board
- KL720: Dongle, 96board
- KL730 SDK

3. **Kneron AI Development Kit - Kneron Model Toolchain**
A series of utilities for Kneron AI model creation
- ONNX converter
- Compiler
- Quantizer
- Evaluator
- Simulator

4. **Kneron AI Model Zoo**
A set of structure pre-optimized models used for demo and also open for re-training

5. **Kneron AI Chips**
- KL520: Dongle, 96board, M.2 board
- KL720: Dongle, 96board
- KL630: 96board
- KL730: 96board

---
## Compatibility Table

Versions | KL520 SDK version | KL720 SDK version | KL630 SDK version (NNM version)
:------------------|:------------------|:------------------|:-------------------------------
Kneron PLUS v2.2.x | 2.2.x | 2.2.x | 2.5.5 (1.2.x)
Kneron PLUS v2.1.x | 2.1.x | 2.1.x | 2.5.2 (1.0.x)
Kneron PLUS v2.0.x | 2.0.x | 2.0.x | Not supported
Kneron PLUS v1.3.x | 1.7.x | 1.5.x | Not supported
Kneron PLUS v1.2.x | 1.6.x | 1.4.x | Not supported
host_lib v1.0.0 | 1.5.0.0 | 1.3.0 | Not supported
host_lib v0.9.x | 1.4.0.x | Not supported | Not supported

**Notes:**
Versions | KL520 SDK version | KL720 SDK version | KL630 SDK version (NNM version) | KL730 SDK version
:------------------------|:------------------|:------------------|:------------------------------- | :----------------
Kneron PLUS v2.3.x-alpha | 2.2.x | 2.2.x | 2.5.5 (1.2.x) | 1.0.0-alpha
Kneron PLUS v2.2.x | 2.2.x | 2.2.x | 2.5.5 (1.2.x) | Not supported
Kneron PLUS v2.1.x | 2.1.x | 2.1.x | 2.5.2 (1.0.x) | Not supported
Kneron PLUS v2.0.x | 2.0.x | 2.0.x | Not supported | Not supported
Kneron PLUS v1.3.x | 1.7.x | 1.5.x | Not supported | Not supported
Kneron PLUS v1.2.x | 1.6.x | 1.4.x | Not supported | Not supported
host_lib v1.0.0 | 1.5.0.0 | 1.3.0 | Not supported | Not supported
host_lib v0.9.x | 1.4.0.x | Not supported | Not supported | Not supported

**Notes:**
**Host API v1.0.0(host_lib)** *stays with [KL520 SDK v1.5.0.0](./520_1.5.0.0/getting_start.md) / [KL720 SDK v1.3.0](./720_1.3.0/getting_start_720.md) and deprecated from KL520 SDK v1.6.0/KL720 SDK v1.4.1*

---
## First Touch
## First Touch

**Kneron PLUS** provides low barrier AI inference experience to touch AI.

Expand All @@ -61,11 +64,9 @@ Please see [Kneron PLUS-C - Getting Started](./plus_c/getting_started.md) \(or [
---
## References

- [Kneron PLUS-C](./plus_c/introduction/introduction.md) / [Kneron PLUS-Python](./plus_python/introduction/index.md)
- [Kneron PLUS-C](./plus_c/introduction/introduction.md) / [Kneron PLUS-Python](./plus_python/introduction/index.md)
- [Firmware KL520 SDK](./520_2.2.0/introduction.md)
- [Firmware KL720 SDK](./720_2.2.0/introduction.md)
- [Kneron Model Toolchain](./toolchain/manual_1_overview.md)
- [Model Zoo - C-examples](./plus_c/modelzoo/index.md) / [Python-examples](./plus_python/modelzoo/index.md)
- [Model Zoo - retraining](./model_training/classification.md)


4 changes: 3 additions & 1 deletion docs/plus_c/appendix/npu_raw_output_memory_layout.md
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Expand Up @@ -10,5 +10,7 @@ In **KL630**, the data values are in (channel, height, width_align) format, wher

In **KL720**, the data values are in (channel, height, width_align) format, where width_align is the width aligned to the nearest 16 bytes (NPU data layout format: 16W1C8B).

- For example, assume the output node shape is 1x4x12x12 (BxCxHxW). The NPU raw output node data will be arranged as:
In **KL730**, the data values are in (channel, height, width_align) format, where width_align is the width aligned to the nearest 16 bytes (NPU data layout format: 16W1C8B).

- For example, assume the output node shape is 1x4x12x12 (BxCxHxW). The NPU raw output node data will be arranged as:
![](../imgs/customized_api_post_proc_mem_layout.png)
2 changes: 1 addition & 1 deletion docs/plus_c/appendix/supported_npu_data_layout_format.md
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Expand Up @@ -28,7 +28,7 @@ To infer by Kneron NPU, the input/output data must be re-layout by the following
| Entry #1 | P31CH0 | P30CH0 | P29CH0 | P28CH0 | P27CH0 | P26CH0 | P25CH0 | P24CH0 | P23CH0 | P22CH0 | P21CH0 | P20CH0 | P19CH0 | P18CH0 | P17CH0 | P16CH0 |
| Entry #2 | P47CH0 | P46CH0 | P45CH0 | P44CH0 | P43CH0 | P42CH0 | P41CH0 | P40CH0 | P39CH0 | P38CH0 | P37CH0 | P36CH0 | P35CH0 | P34CH0 | P33CH0 | P32CH0 |

2. **KL720**
2. **KL630, KL720 and KL630**

- Input Data Layout
- **4W4C8B** - 4 Column 4 Channel 8-Bit Feature Map Format
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