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- # [first column]:model_name;input_num;input_shape;threads;extra_info. If there is no need to set these parameters, the
- # content after ";" can be omitted.
- # [second column]:accuracy limit for float16 in arm64 device
- mtk_detect-mbv2-shortcut-400-400-simplified.onnx 4
- mtk_face_features_v3.onnx 20
- emotion-ferplus-8.onnx 1
- #rcnn-ilsvrc13-9.onnx 0.1
- efficientnet-lite4-11.onnx 2
- mobilenetv2-7.onnx 8
- shufflenet-v2-10.onnx 5
- squeezenet1.1-7.onnx 1
- densenet-9.onnx 6
- ml_table_detection_fp32_tmp.onnx 2
- ml_table_segment.onnx 2
- googlenet-9.onnx 3
- inception-v1-9.onnx 3
- inception-v2-9.onnx 4
- shufflenet-9.onnx 1000
- squeezenet1.0-9.onnx 5
- residual_distill_cifar10_bs_1.onnx 1
- residual_distill_cifar10_bs_32.onnx 2
- residual_distill_bs_1.onnx 6
- residual_distill_bs_32.onnx 30
- ml_face_3d.onnx 2
- gts_version-RFB-320_simplified.onnx 3
- mnist-8.onnx 10
- crnn_lite_lstm_v2.onnx;1;32,32,32,1 0.3
- psenet_lite_mbv2.onnx;1;1,32,32,3 0.6
- super-resolution-10.onnx;1;1,224,224,1 4.5
- tinyyolov2-8.onnx;1;1,416,416,3 5.5
- #ml_2012_ocr_cn.onnx -1
- #ml_2012_ocr_cn_noLSTM.onnx 1
- #candy-9.onnx 5
- #mosaic-9.onnx 4
- pointilism-9.onnx 3
- #setting to 6 is due to the change of instance_norm.
- rain-princess-9.onnx 6
- udnie-9.onnx 3
- adversarial_pruning.onnx 3
- residual_distill_res34_cifar10_bs_1_update.onnx 2
- residual_distill_res50_cifar10_bs_1_update.onnx 2
- #ml_voice_detect.onnx #out of float16 range because power op
- hdc_ocr_attention.onnx 1.6
- #one of the output has small values in model hdc_ocr_detect_tmp.onnx
- hdc_ocr_detect_tmp.onnx 30
- ml_edu_kit_hand_detection.onnx 2
- ml_edu_kit_hand_key_position.onnx 2
- ml_video_edit_judge.onnx 12
- ml_video_edit_vignet.onnx 1.5
- ml_video_edit_style_transfer_autoportrait.onnx 2
- ml_video_edit_style_transfer_candy.onnx 2
- ml_video_edit_style_transfer_gongnongbing.onnx 2
- ml_video_edit_style_transfer_starry.onnx 2
- hdc_Face_Landmark5_MTI_Aesthetic.onnx 0.5
- hdc_Image_Aesthetic_MTI_Aesthetic.onnx 0.5
- hdc_resnet_1w_class.onnx 6
- gts_text_detection.onnx;1;1,224,224,3 10
- hdc_Face_Emotion_MTI_Aesthetic.onnx 144
- ml_video_edit_imitate_filter.onnx 120
- ml_facedetector.onnx 6
- ml_ei_facedetection.onnx 2
- #ml_video_edit_art_generate.onnx #mul operator overflows, not suitable for fp16
- #ml_voice_detect.onnx #conv operator overflows, not suitable for fp16
- ml_location_lane_counter.onnx 6.8
- ml_location_lane_counter0.onnx 1.0
- #The encoder an decoder model are used in ml_asr scene, both have value overflow. Not suitable for fp16.
- #But added for guarding process.
- encoder.onnx;1;1,32,83 1262
- mtk_emotions-d2012-75.onnx 6
- mtk_detect-mbv1-shortcut-400-400.onnx 0.5
- mtk_detect-mbv2-shortcut-400-400.onnx 0.5
- mtk_detect_mbv1_640_480.onnx 0.5
- mtk_detect-deeper-halfdeeper-mbv1-shortcut-400-400_nopostprocess_simplified_onnx.onnx 2
- mtk_detect-mbv1-shortcut-400-400_nopostprocess_simplified_onnx.onnx 6.5
- mtk_detect-deeper-halfdeeper-mbv1-lastearlySSD-shortcut-400-400_nopostprocess_simplified_onnx.onnx 2.5
- mtk_detect_mbv1_640_480_nopostprocess_simplified_onnx.onnx;1;1,480,640,3 2
- mtk_face_features_v2.onnx;1;1,256,192,3 0.5
- mtk_face_recognition_v3.onnx 1.1
- mtk_face_recognition_v2.onnx 2.5
- ml_2012_ocr_detection_tmp.onnx 0.5
- Harmony_Voiceprint_resnet18.onnx;1;1,150,40,1 5.5
- bloom_hongmo_detection_tmp.onnx 0.5
- ml_video_edit_enhance_update_tmp.onnx 0.5
- Q888_face_recognition.onnx 3.5
- Q888_iris_detect.onnx 0.5
- ssd_mobilenet_v1_10.onnx;1;1,383,640,3 0.5
- # The output from a conv in the later part contains many minus values, the following leakyRelu makes them become very
- # close to 0 (-e^-4). The fp16 precision lost a lot in this case and it affects the following computation.
- Harmony_Voiceprint.onnx;1;1,200,40,1 21.5 # small output causes big bias
- # A matmul op in the later part produces overflowed output values (>65504).
- #ml_video_edit_art_generate_20210513.onnx nan
- # bn_fusion causes a big bias(maybe random), need to debug later: The original bias is 2.1
- ml_asr_encoder_int8_202103.onnx;;;4 28
- # The input range of hdc_efficientnet_b3_1w_class.onnx is [-5, 5], the computation of middle layers contains small
- # values(<1e-5), The fp16 computation precision is low in this case.
- hdc_efficientnet_b3_1w_class.onnx 18
- yolov5s.onnx 2
- ml_video_edit_art_transfer.onnx;3 3
- decoder.onnx;2;1,7,512:1,7 113
- ml_video_edit_art_transfer_20210513.onnx;3 1
- ml_asr_decoder_202103.onnx;2;1,64,512:1,64 0.5
- ml_video_edit_makeup_mobilenetv203.onnx 4
- # The input of ml_video_edit_hair_dyeing_migrate_v2.onnx should be between [0, 1]
- ml_video_edit_hair_dyeing_migrate_v2.onnx;4 2.5
- Q888_CV_face_recognition_self.onnx 3.9
- ml_video_edit_hair_dyeing_migrate_v2_fix.onnx;4 3
- ml_intelligent_cockpit_model.onnx;3;1,32:1,32:1,32 3.8
- CloudBU_FSRCNN_RTC_8ch_3450_QP9.onnx;1;1,225,225,3 1.5
- CloudBU_rfdn_rtc_x2_ver2_13.onnx;1;1,225,225,3 1.5
- CloudBU_rfdn_rtc_x2_ver2_3450.onnx;1;1,225,225,3 3.0
- ml_motion_capture_nanodet_m_0.5x_people_0928_sim.onnx 8
- ml_motion_capture_smpl_0916.onnx;3
- ml_motion_capture_spin_mobile_mv3_v3_57mm_sim.onnx;5 18
- ml_video_edit_dimming_tech_model_345000_color.onnx;2 2
- Ireland_ulfgf.onnx;1;1,240,320,3
- Ireland_gaze_corrector.onnx;3 15
- Ireland_face_detector.onnx 2
- Ireland_gaze_estimator_ng.onnx 6
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