diff --git a/MODEL_LIST.md b/MODEL_LIST.md deleted file mode 100644 index a198401..0000000 --- a/MODEL_LIST.md +++ /dev/null @@ -1,32 +0,0 @@ -# Model List -## Image Classification -| Model Name | Datatype | Framework | -|-----------------|---------|--------------| -| [MobileNet v2 1.0 224 UINT8](models/image_classification/mobilenet_v2_1.0_224/tflite_uint8) | UINT8 | TensorFlow Lite | - -## Keyword Spotting -| Model Name | Datatype | Framework | -|-----------------|---------|--------------| -| [CNN Large INT8](models/keyword_spotting/cnn_large/tflite_int8) | INT8 | TensorFlow Lite | -| [CNN Medium INT8](models/keyword_spotting/cnn_medium/tflite_int8) | INT8 | TensorFlow Lite | -| [CNN Small INT8](models/keyword_spotting/cnn_small/tflite_int8) | INT8 | TensorFlow Lite | -| [DNN Large INT8](models/keyword_spotting/dnn_large/tflite_int8) | INT8 | TensorFlow Lite | -| [DNN Medium INT8](models/keyword_spotting/dnn_medium/tflite_int8) | INT8 | TensorFlow Lite | -| [DNN Small INT8](models/keyword_spotting/dnn_small/tflite_int8) | INT8 | TensorFlow Lite | -| [DS-CNN Clustered FP32](models/keyword_spotting/ds_cnn_large/tflite_clustered_fp32) | FP32 | TensorFlow Lite | -| [DS-CNN Clustered INT8](models/keyword_spotting/ds_cnn_large/tflite_clustered_int8) | INT8 | TensorFlow Lite | -| [DS-CNN Large INT8](models/keyword_spotting/ds_cnn_large/tflite_int8) | INT8 | TensorFlow Lite | -| [DS-CNN Medium INT8](models/keyword_spotting/ds_cnn_medium/tflite_int8) | INT8 | TensorFlow Lite | -| [DS-CNN Small INT8](models/keyword_spotting/ds_cnn_small/tflite_int8) | INT8 | TensorFlow Lite | - -## Object Detection -| Model Name | Datatype | Framework | -|-----------------|---------|--------------| -| [SSD MobileNet v1 FP32](models/object_detection/ssd_mobilenet_v1/tflite_fp32) | FP32 | TensorFlow Lite | -| [SSD MobileNet v1 UINT8](models/object_detection/ssd_mobilenet_v1/tflite_uint8) | UINT8 | TensorFlow Lite | -| [YOLO v3 Tiny FP32](models/object_detection/yolo_v3_tiny/tflite_fp32) | FP32 | TensorFlow Lite | - -## Speech Recognition -| Model Name | Datatype | Framework | -|-----------------|---------|--------------| -| [Wav2letter INT8](models/speech_recognition/wav2letter/tflite_int8) | INT8 | TensorFlow Lite | diff --git a/README.md b/README.md index 0c823f7..68da2a8 100644 --- a/README.md +++ b/README.md @@ -2,8 +2,212 @@ ![version](https://img.shields.io/badge/version-20.12-0091BD) > A collection of machine learning models optimized for Arm IP. -## Key Links -- [Model List](MODEL_LIST.md) + +## Image Classification + + + + + + + + + + + + + + + + + + + + +
NetworkTypeFrameworkCortex-ACortex-MMali GPUEthos U
MobileNet v2 1.0 224 UINT8UINT8TensorFlow Lite:heavy_check_mark::heavy_multiplication_x::heavy_check_mark::heavy_check_mark:
+ +## Keyword Spotting + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
NetworkTypeFrameworkCortex-ACortex-MMali GPUEthos U
CNN Large INT8 *INT8TensorFlow Lite:heavy_check_mark::heavy_check_mark::heavy_check_mark::heavy_check_mark:
CNN Medium INT8 *INT8TensorFlow Lite:heavy_check_mark::heavy_check_mark::heavy_check_mark::heavy_check_mark:
CNN Small INT8 *INT8TensorFlow Lite:heavy_check_mark::heavy_check_mark::heavy_check_mark::heavy_check_mark:
DNN Large INT8 *INT8TensorFlow Lite:heavy_check_mark::heavy_check_mark::heavy_check_mark::heavy_check_mark:
DNN Medium INT8 *INT8TensorFlow Lite:heavy_check_mark::heavy_check_mark::heavy_check_mark::heavy_check_mark:
DNN Small INT8 *INT8TensorFlow Lite:heavy_check_mark::heavy_check_mark::heavy_check_mark::heavy_check_mark:
DS-CNN Clustered FP32FP32TensorFlow Lite:heavy_check_mark::heavy_multiplication_x::heavy_check_mark::heavy_multiplication_x:
DS-CNN Clustered INT8INT8TensorFlow Lite:heavy_check_mark::heavy_check_mark::heavy_check_mark::heavy_check_mark:
DS-CNN Large INT8 *INT8TensorFlow Lite:heavy_check_mark::heavy_check_mark::heavy_check_mark::heavy_check_mark:
DS-CNN Medium INT8 *INT8TensorFlow Lite:heavy_check_mark::heavy_check_mark::heavy_check_mark::heavy_check_mark:
DS-CNN Small INT8 *INT8TensorFlow Lite:heavy_check_mark::heavy_check_mark::heavy_check_mark::heavy_check_mark:
+ +## Object Detection + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
NetworkTypeFrameworkCortex-ACortex-MMali GPUEthos U
SSD MobileNet v1 FP32 *FP32TensorFlow Lite:heavy_check_mark::heavy_multiplication_x::heavy_check_mark::heavy_multiplication_x:
SSD MobileNet v1 UINT8 *UINT8TensorFlow Lite:heavy_check_mark::heavy_multiplication_x::heavy_check_mark::heavy_multiplication_x:
YOLO v3 Tiny FP32 *FP32TensorFlow Lite:heavy_check_mark::heavy_multiplication_x::heavy_check_mark::heavy_multiplication_x:
+ +## Speech Recognition + + + + + + + + + + + + + + + + + + + + +
NetworkTypeFrameworkCortex-ACortex-MMali GPUEthos U
Wav2letter INT8INT8TensorFlow Lite:heavy_check_mark::heavy_check_mark::heavy_check_mark::heavy_check_mark:
+ +### Key +* :heavy_check_mark: - Will run on this platform. +* :heavy_multiplication_x: - Will not run on this platform. +* `*` - Code to recreate model available. + ## License -[Apache-2.0](https://spdx.org/licenses/Apache-2.0.html) unless otherwise explicitly stated. +[Apache-2.0](https://spdx.org/licenses/Apache-2.0.html) unless otherwise explicitly stated. \ No newline at end of file diff --git a/models/image_classification/mobilenet_v2_1.0_224/tflite_uint8/README.md b/models/image_classification/mobilenet_v2_1.0_224/tflite_uint8/README.md index 0636c17..007ebed 100644 --- a/models/image_classification/mobilenet_v2_1.0_224/tflite_uint8/README.md +++ b/models/image_classification/mobilenet_v2_1.0_224/tflite_uint8/README.md @@ -17,14 +17,16 @@ MobileNet v2 is an efficient image classification neural network, targeted for m ## Performance | Platform | Optimized | -| -------- | ---------- | -| CPU | :heavy_check_mark: | -| GPU | :heavy_check_mark: | +|----------|:---------:| +| Cortex-A |:heavy_check_mark: | +| Cortex-M |:heavy_multiplication_x: | +| Mali GPU |:heavy_check_mark: | +| Ethos U |:heavy_check_mark: | ### Key - - :heavy_check_mark: - Optimized for the platform. - - :heavy_minus_sign: - Not optimized, but will run on the platform. - - :heavy_multiplication_x: - Not optimized and will not run on the platform.g +* :heavy_check_mark: - Will run on this platform. +* :heavy_multiplication_x: - Will not run on this platform. + ## Accuracy Dataset: Ilsvrc 2012 diff --git a/models/keyword_spotting/cnn_large/tflite_int8/README.md b/models/keyword_spotting/cnn_large/tflite_int8/README.md index e704fbd..113fc77 100644 --- a/models/keyword_spotting/cnn_large/tflite_int8/README.md +++ b/models/keyword_spotting/cnn_large/tflite_int8/README.md @@ -24,14 +24,17 @@ Dataset: Google Speech Commands Test Set ## Performance | Platform | Optimized | -| -------- | ---------- | -| CPU | :heavy_check_mark: | -| GPU | :heavy_check_mark: | +|----------|:---------:| +| Cortex-A |:heavy_check_mark: | +| Cortex-M |:heavy_check_mark: | +| Mali GPU |:heavy_check_mark: | +| Ethos U |:heavy_check_mark: | ### Key - - :heavy_check_mark: - Optimized for the platform. - - :heavy_minus_sign: - Not optimized, but will run on the platform. - - :heavy_multiplication_x: - Not optimized and will not run on the platform. +* :heavy_check_mark: - Will run on this platform. +* :heavy_multiplication_x: - Will not run on this platform. + + ## Optimizations | Optimization | Value | diff --git a/models/keyword_spotting/cnn_medium/tflite_int8/README.md b/models/keyword_spotting/cnn_medium/tflite_int8/README.md index 2bfec9d..b4cb26c 100644 --- a/models/keyword_spotting/cnn_medium/tflite_int8/README.md +++ b/models/keyword_spotting/cnn_medium/tflite_int8/README.md @@ -24,14 +24,17 @@ Dataset: Google Speech Commands Test Set ## Performance | Platform | Optimized | -| -------- | ---------- | -| CPU | :heavy_check_mark: | -| GPU | :heavy_check_mark: | +|----------|:---------:| +| Cortex-A |:heavy_check_mark: | +| Cortex-M |:heavy_check_mark: | +| Mali GPU |:heavy_check_mark: | +| Ethos U |:heavy_check_mark: | ### Key - - :heavy_check_mark: - Optimized for the platform. - - :heavy_minus_sign: - Not optimized, but will run on the platform. - - :heavy_multiplication_x: - Not optimized and will not run on the platform. +* :heavy_check_mark: - Will run on this platform. +* :heavy_multiplication_x: - Will not run on this platform. + + ## Optimizations | Optimization | Value | diff --git a/models/keyword_spotting/cnn_small/tflite_int8/README.md b/models/keyword_spotting/cnn_small/tflite_int8/README.md index d6d8a22..b36f617 100644 --- a/models/keyword_spotting/cnn_small/tflite_int8/README.md +++ b/models/keyword_spotting/cnn_small/tflite_int8/README.md @@ -24,14 +24,17 @@ Dataset: Google Speech Commands Test Set ## Performance | Platform | Optimized | -| -------- | ---------- | -| CPU | :heavy_check_mark: | -| GPU | :heavy_check_mark: | +|----------|:---------:| +| Cortex-A |:heavy_check_mark: | +| Cortex-M |:heavy_check_mark: | +| Mali GPU |:heavy_check_mark: | +| Ethos U |:heavy_check_mark: | ### Key - - :heavy_check_mark: - Optimized for the platform. - - :heavy_minus_sign: - Not optimized, but will run on the platform. - - :heavy_multiplication_x: - Not optimized and will not run on the platform. +* :heavy_check_mark: - Will run on this platform. +* :heavy_multiplication_x: - Will not run on this platform. + + ## Optimizations | Optimization | Value | diff --git a/models/keyword_spotting/dnn_large/tflite_int8/README.md b/models/keyword_spotting/dnn_large/tflite_int8/README.md index 5d842eb..9f6fe44 100644 --- a/models/keyword_spotting/dnn_large/tflite_int8/README.md +++ b/models/keyword_spotting/dnn_large/tflite_int8/README.md @@ -24,14 +24,17 @@ Dataset: Google Speech Commands Test Set ## Performance | Platform | Optimized | -| -------- | ---------- | -| CPU | :heavy_check_mark: | -| GPU | :heavy_check_mark: | +|----------|:---------:| +| Cortex-A |:heavy_check_mark: | +| Cortex-M |:heavy_check_mark: | +| Mali GPU |:heavy_check_mark: | +| Ethos U |:heavy_check_mark: | ### Key - - :heavy_check_mark: - Optimized for the platform. - - :heavy_minus_sign: - Not optimized, but will run on the platform. - - :heavy_multiplication_x: - Not optimized and will not run on the platform. +* :heavy_check_mark: - Will run on this platform. +* :heavy_multiplication_x: - Will not run on this platform. + + ## Optimizations | Optimization | Value | diff --git a/models/keyword_spotting/dnn_medium/tflite_int8/README.md b/models/keyword_spotting/dnn_medium/tflite_int8/README.md index d70ca8f..386e913 100644 --- a/models/keyword_spotting/dnn_medium/tflite_int8/README.md +++ b/models/keyword_spotting/dnn_medium/tflite_int8/README.md @@ -24,14 +24,17 @@ Dataset: Google Speech Commands Test Set ## Performance | Platform | Optimized | -| -------- | ---------- | -| CPU | :heavy_check_mark: | -| GPU | :heavy_check_mark: | +|----------|:---------:| +| Cortex-A |:heavy_check_mark: | +| Cortex-M |:heavy_check_mark: | +| Mali GPU |:heavy_check_mark: | +| Ethos U |:heavy_check_mark: | ### Key - - :heavy_check_mark: - Optimized for the platform. - - :heavy_minus_sign: - Not optimized, but will run on the platform. - - :heavy_multiplication_x: - Not optimized and will not run on the platform. +* :heavy_check_mark: - Will run on this platform. +* :heavy_multiplication_x: - Will not run on this platform. + + ## Optimizations | Optimization | Value | diff --git a/models/keyword_spotting/dnn_small/tflite_int8/README.md b/models/keyword_spotting/dnn_small/tflite_int8/README.md index 58bb966..f1822e8 100644 --- a/models/keyword_spotting/dnn_small/tflite_int8/README.md +++ b/models/keyword_spotting/dnn_small/tflite_int8/README.md @@ -24,14 +24,17 @@ Dataset: Google Speech Commands Test Set ## Performance | Platform | Optimized | -| -------- | ---------- | -| CPU | :heavy_check_mark: | -| GPU | :heavy_check_mark: | +|----------|:---------:| +| Cortex-A |:heavy_check_mark: | +| Cortex-M |:heavy_check_mark: | +| Mali GPU |:heavy_check_mark: | +| Ethos U |:heavy_check_mark: | ### Key - - :heavy_check_mark: - Optimized for the platform. - - :heavy_minus_sign: - Not optimized, but will run on the platform. - - :heavy_multiplication_x: - Not optimized and will not run on the platform. +* :heavy_check_mark: - Will run on this platform. +* :heavy_multiplication_x: - Will not run on this platform. + + ## Optimizations | Optimization | Value | diff --git a/models/keyword_spotting/ds_cnn_large/tflite_clustered_fp32/README.md b/models/keyword_spotting/ds_cnn_large/tflite_clustered_fp32/README.md index ffb3c0c..c935952 100644 --- a/models/keyword_spotting/ds_cnn_large/tflite_clustered_fp32/README.md +++ b/models/keyword_spotting/ds_cnn_large/tflite_clustered_fp32/README.md @@ -24,14 +24,17 @@ Dataset: Google Speech Commands ## Performance | Platform | Optimized | -| -------- | ---------- | -| CPU | :heavy_check_mark: | -| GPU | :heavy_check_mark: | +|----------|:---------:| +| Cortex-A |:heavy_check_mark: | +| Cortex-M |:heavy_multiplication_x: | +| Mali GPU |:heavy_check_mark: | +| Ethos U |:heavy_multiplication_x: | ### Key - - :heavy_check_mark: - Optimized for the platform. - - :heavy_minus_sign: - Not optimized, but will run on the platform. - - :heavy_multiplication_x: - Not optimized and will not run on the platform. +* :heavy_check_mark: - Will run on this platform. +* :heavy_multiplication_x: - Will not run on this platform. + + ## Optimizations | Optimization | Value | diff --git a/models/keyword_spotting/ds_cnn_large/tflite_clustered_int8/README.md b/models/keyword_spotting/ds_cnn_large/tflite_clustered_int8/README.md index a3eecf0..d8fdddc 100644 --- a/models/keyword_spotting/ds_cnn_large/tflite_clustered_int8/README.md +++ b/models/keyword_spotting/ds_cnn_large/tflite_clustered_int8/README.md @@ -25,14 +25,17 @@ Dataset: Google Speech Commands ## Performance | Platform | Optimized | -| -------- | ---------- | -| CPU | :heavy_check_mark: | -| GPU | :heavy_check_mark: | +|----------|:---------:| +| Cortex-A |:heavy_check_mark: | +| Cortex-M |:heavy_check_mark: | +| Mali GPU |:heavy_check_mark: | +| Ethos U |:heavy_check_mark: | ### Key - - :heavy_check_mark: - Optimized for the platform. - - :heavy_minus_sign: - Not optimized, but will run on the platform. - - :heavy_multiplication_x: - Not optimized and will not run on the platform. +* :heavy_check_mark: - Will run on this platform. +* :heavy_multiplication_x: - Will not run on this platform. + + ## Optimizations | Optimization | Value | diff --git a/models/keyword_spotting/ds_cnn_large/tflite_int8/README.md b/models/keyword_spotting/ds_cnn_large/tflite_int8/README.md index 93745f9..a78e37a 100644 --- a/models/keyword_spotting/ds_cnn_large/tflite_int8/README.md +++ b/models/keyword_spotting/ds_cnn_large/tflite_int8/README.md @@ -24,14 +24,17 @@ Dataset: Google Speech Commands Test Set ## Performance | Platform | Optimized | -| -------- | ---------- | -| CPU | :heavy_check_mark: | -| GPU | :heavy_check_mark: | +|----------|:---------:| +| Cortex-A |:heavy_check_mark: | +| Cortex-M |:heavy_check_mark: | +| Mali GPU |:heavy_check_mark: | +| Ethos U |:heavy_check_mark: | ### Key - - :heavy_check_mark: - Optimized for the platform. - - :heavy_minus_sign: - Not optimized, but will run on the platform. - - :heavy_multiplication_x: - Not optimized and will not run on the platform. +* :heavy_check_mark: - Will run on this platform. +* :heavy_multiplication_x: - Will not run on this platform. + + ## Optimizations | Optimization | Value | diff --git a/models/keyword_spotting/ds_cnn_medium/tflite_int8/README.md b/models/keyword_spotting/ds_cnn_medium/tflite_int8/README.md index 890e71d..27abc48 100644 --- a/models/keyword_spotting/ds_cnn_medium/tflite_int8/README.md +++ b/models/keyword_spotting/ds_cnn_medium/tflite_int8/README.md @@ -24,14 +24,17 @@ Dataset: Google Speech Commands Test Set ## Performance | Platform | Optimized | -| -------- | ---------- | -| CPU | :heavy_check_mark: | -| GPU | :heavy_check_mark: | +|----------|:---------:| +| Cortex-A |:heavy_check_mark: | +| Cortex-M |:heavy_check_mark: | +| Mali GPU |:heavy_check_mark: | +| Ethos U |:heavy_check_mark: | ### Key - - :heavy_check_mark: - Optimized for the platform. - - :heavy_minus_sign: - Not optimized, but will run on the platform. - - :heavy_multiplication_x: - Not optimized and will not run on the platform. +* :heavy_check_mark: - Will run on this platform. +* :heavy_multiplication_x: - Will not run on this platform. + + ## Optimizations | Optimization | Value | diff --git a/models/keyword_spotting/ds_cnn_small/tflite_int8/README.md b/models/keyword_spotting/ds_cnn_small/tflite_int8/README.md index ef68904..2048463 100644 --- a/models/keyword_spotting/ds_cnn_small/tflite_int8/README.md +++ b/models/keyword_spotting/ds_cnn_small/tflite_int8/README.md @@ -24,14 +24,17 @@ Dataset: Google Speech Commands Test Set ## Performance | Platform | Optimized | -| -------- | ---------- | -| CPU | :heavy_check_mark: | -| GPU | :heavy_check_mark: | +|----------|:---------:| +| Cortex-A |:heavy_check_mark: | +| Cortex-M |:heavy_check_mark: | +| Mali GPU |:heavy_check_mark: | +| Ethos U |:heavy_check_mark: | ### Key - - :heavy_check_mark: - Optimized for the platform. - - :heavy_minus_sign: - Not optimized, but will run on the platform. - - :heavy_multiplication_x: - Not optimized and will not run on the platform. +* :heavy_check_mark: - Will run on this platform. +* :heavy_multiplication_x: - Will not run on this platform. + + ## Optimizations | Optimization | Value | diff --git a/models/object_detection/ssd_mobilenet_v1/tflite_fp32/README.md b/models/object_detection/ssd_mobilenet_v1/tflite_fp32/README.md index a3b8dea..20c19fb 100644 --- a/models/object_detection/ssd_mobilenet_v1/tflite_fp32/README.md +++ b/models/object_detection/ssd_mobilenet_v1/tflite_fp32/README.md @@ -24,14 +24,17 @@ Dataset: Coco Validation 2017 ## Performance | Platform | Optimized | -| -------- | ---------- | -| CPU | :heavy_check_mark: | -| GPU | :heavy_check_mark: | +|----------|:---------:| +| Cortex-A |:heavy_check_mark: | +| Cortex-M |:heavy_multiplication_x: | +| Mali GPU |:heavy_check_mark: | +| Ethos U |:heavy_multiplication_x: | ### Key - - :heavy_check_mark: - Optimized for the platform. - - :heavy_minus_sign: - Not optimized, but will run on the platform. - - :heavy_multiplication_x: - Not optimized and will not run on the platform. +* :heavy_check_mark: - Will run on this platform. +* :heavy_multiplication_x: - Will not run on this platform. + + ## Network Inputs | Input Node Name | Shape | Description | diff --git a/models/object_detection/ssd_mobilenet_v1/tflite_uint8/README.md b/models/object_detection/ssd_mobilenet_v1/tflite_uint8/README.md index d870487..d0723f1 100644 --- a/models/object_detection/ssd_mobilenet_v1/tflite_uint8/README.md +++ b/models/object_detection/ssd_mobilenet_v1/tflite_uint8/README.md @@ -24,14 +24,17 @@ Dataset: Coco Validation 2017 ## Performance | Platform | Optimized | -| -------- | ---------- | -| CPU | :heavy_check_mark: | -| GPU | :heavy_check_mark: | +|----------|:---------:| +| Cortex-A |:heavy_check_mark: | +| Cortex-M |:heavy_multiplication_x: | +| Mali GPU |:heavy_check_mark: | +| Ethos U |:heavy_multiplication_x: | ### Key - - :heavy_check_mark: - Optimized for the platform. - - :heavy_minus_sign: - Not optimized, but will run on the platform. - - :heavy_multiplication_x: - Not optimized and will not run on the platform. +* :heavy_check_mark: - Will run on this platform. +* :heavy_multiplication_x: - Will not run on this platform. + + ## Optimizations | Optimization | Value | diff --git a/models/object_detection/yolo_v3_tiny/tflite_fp32/README.md b/models/object_detection/yolo_v3_tiny/tflite_fp32/README.md index e41aa47..e12e578 100644 --- a/models/object_detection/yolo_v3_tiny/tflite_fp32/README.md +++ b/models/object_detection/yolo_v3_tiny/tflite_fp32/README.md @@ -24,14 +24,17 @@ Dataset: MS COCO Validation ## Performance | Platform | Optimized | -| -------- | ---------- | -| CPU | :heavy_check_mark: | -| GPU | :heavy_check_mark: | +|----------|:---------:| +| Cortex-A |:heavy_check_mark: | +| Cortex-M |:heavy_multiplication_x: | +| Mali GPU |:heavy_check_mark: | +| Ethos U |:heavy_multiplication_x: | ### Key - - :heavy_check_mark: - Optimized for the platform. - - :heavy_minus_sign: - Not optimized, but will run on the platform. - - :heavy_multiplication_x: - Not optimized and will not run on the platform. +* :heavy_check_mark: - Will run on this platform. +* :heavy_multiplication_x: - Will not run on this platform. + + ## Network Inputs | Input Node Name | Shape | Description | diff --git a/models/speech_recognition/wav2letter/tflite_int8/README.md b/models/speech_recognition/wav2letter/tflite_int8/README.md index fe3696c..e413a84 100644 --- a/models/speech_recognition/wav2letter/tflite_int8/README.md +++ b/models/speech_recognition/wav2letter/tflite_int8/README.md @@ -24,14 +24,17 @@ Dataset: Librispeech ## Performance | Platform | Optimized | -| -------- | ---------- | -| CPU | :heavy_check_mark: | -| GPU | :heavy_check_mark: | +|----------|:---------:| +| Cortex-A |:heavy_check_mark: | +| Cortex-M |:heavy_check_mark: | +| Mali GPU |:heavy_check_mark: | +| Ethos U |:heavy_check_mark: | ### Key - - :heavy_check_mark: - Optimized for the platform. - - :heavy_minus_sign: - Not optimized, but will run on the platform. - - :heavy_multiplication_x: - Not optimized and will not run on the platform. +* :heavy_check_mark: - Will run on this platform. +* :heavy_multiplication_x: - Will not run on this platform. + + ## Optimizations | Optimization | Value |