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apworkshop:
platform:
- AIArts
- DataEyes
- AIAuto
- APFlow
dataset_usage:
- all
- train
- test
- validation
field:
- cv:
- classification
- detection
- segmentation
- 3d-detection
- video-understanding
- tracking
- pose-estimation
- ocr
- generation
- recommend:
- recommend
- speech:
- asr
- tts
- speech-to-text-translation
- multimodal:
- visually-rich-document-understanding
- nlp:
- translation
- classification
- language-model
- text-generation
- text-annotation
- reading-comprehension
- dialogue-system
train_framework:
- TensorFlow
- PyTorch
- MindSpore
- MXNet
- PaddlePaddle
- Caffe
- Keras
- CNTK
- Theano
- DeepLearning4J
infer_framework:
- TensorFlow
- PyTorch
- MindSpore
- ACL
- ONNX
- TFLite
- MindsporeLite
- OpenVINO
- TensorRT
distributed_framework:
- Horovod
- MPI
- Ray
- HCCL
model_format:
- saved_model
- om
- pkl
- mindir
- air
- pb
- onnx
- trt
- tflite
- mslite
- bin
- other
device_type:
- huawei_npu
- nvidia_gpu
- cpu
params_type:
default: string
- string
- integer
- float
- array
- boolean
- array
visualization:
- TensorBoard
- MindInsight
- NNI
- VisualDL
- Visdom
file_format:
- tfrecord
- images
- video
- compressed
- mindrecord
- binary
- numpy
- txt
- json
- yaml
annotation_format:
- custom
- folder
- coco
- pascal-voc
- yolo
- imagenet
- labelme
- camvid
- mot
- openslr
precision:
- int8
- int32
- int16
- float16
- float32
- float64
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