From 4a6c4c72743c46c124bdc4fff42d9d2fb54eabae Mon Sep 17 00:00:00 2001 From: "mingjiang.li" Date: Mon, 3 Mar 2025 14:44:41 +0800 Subject: [PATCH 1/2] rename model category path - segmentaion => instance segmentation - trace => multi_object_tracking - recomendation => others/recomendation - face => face_recognition - detection => object_detection - language_model => plm - large_language_model => llm - text-generation-inference => tgi - inceptionresnetv2 => inception_resnet_v2 Signed-off-by: mingjiang.li --- README.md | 180 +++++++++--------- .../ixrt/README.md | 12 +- .../ixrt/build_engine.py | 0 .../ixrt/build_i8_engine.py | 0 .../ixrt/calibration_dataset.py | 0 .../ixrt/ci/prepare.sh | 0 .../ixrt/common.py | 0 .../ixrt/config/INCEPTIONRESNETV2_CONFIG | 0 .../ixrt/export_model.py | 0 .../ixrt/inference.py | 0 .../ixrt/modify_batchsize.py | 0 .../ixrt/quant.py | 0 .../ixrt/requirements.txt | 0 .../infer_inceptionresnetv2_fp16_accuracy.sh | 0 ...nfer_inceptionresnetv2_fp16_performance.sh 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(100%) rename models/nlp/{language_model => plm}/videobert/ixrt/README.md (100%) rename models/nlp/{language_model => plm}/videobert/ixrt/ci/prepare.sh (100%) rename models/nlp/{language_model => plm}/videobert/ixrt/requirements.txt (100%) rename models/nlp/{language_model => plm}/videobert/ixrt/scripts/infer_videobert_fp16_performance.sh (100%) rename models/nlp/{language_model => plm}/videobert/ixrt/scripts/prepare_model_and_dataset.sh (100%) rename models/{recommendation/ctr-prediction/widedeep => others/recommendation/wide_and_deep}/ixrt/README.md (100%) rename models/{recommendation/ctr-prediction/widedeep => others/recommendation/wide_and_deep}/ixrt/change2dynamic.py (100%) rename models/{recommendation/ctr-prediction/widedeep => others/recommendation/wide_and_deep}/ixrt/ci/prepare.sh (100%) rename models/{recommendation/ctr-prediction/widedeep => others/recommendation/wide_and_deep}/ixrt/deploy.py (100%) rename models/{recommendation/ctr-prediction/widedeep => others/recommendation/wide_and_deep}/ixrt/export_onnx.py (100%) rename models/{recommendation/ctr-prediction/widedeep => others/recommendation/wide_and_deep}/ixrt/requirements.txt (100%) rename models/{recommendation/ctr-prediction/widedeep => others/recommendation/wide_and_deep}/ixrt/scripts/infer_widedeep_fp16_performance.sh (100%) diff --git a/README.md b/README.md index 1df474ce..21604020 100644 --- a/README.md +++ b/README.md @@ -12,29 +12,29 @@ DeepSparkInference将按季度进行版本更新，后续会逐步丰富模型 ## LLM (Large Language Model) -| Model | vLLM | TRT-LLM | TGI | -|-------------------------------|-------------------------------------------------------------------------|--------------------------------------------------------|---------------------------------------------------------------------------| -| Baichuan2-7B | [✅](models/nlp/large_language_model/baichuan2-7b/vllm) | | | -| ChatGLM-3-6B | [✅](models/nlp/large_language_model/chatglm3-6b/vllm) | | | -| ChatGLM-3-6B-32K | [✅](models/nlp/large_language_model/chatglm3-6b-32k/vllm) | | | -| DeepSeek-R1-Distill-Llama-8B | [✅](models/nlp/large_language_model/deepseek-r1-distill-llama-8b/vllm) | | | -| DeepSeek-R1-Distill-Llama-70B | [✅](models/nlp/large_language_model/deepseek-r1-distill-llama-70b/vllm) | | | -| DeepSeek-R1-Distill-Qwen-1.5B | [✅](models/nlp/large_language_model/deepseek-r1-distill-qwen-1.5b/vllm) | | | -| DeepSeek-R1-Distill-Qwen-7B | [✅](models/nlp/large_language_model/deepseek-r1-distill-qwen-7b/vllm) | | | -| DeepSeek-R1-Distill-Qwen-14B | [✅](models/nlp/large_language_model/deepseek-r1-distill-qwen-14b/vllm) | | | -| DeepSeek-R1-Distill-Qwen-32B | [✅](models/nlp/large_language_model/deepseek-r1-distill-qwen-32b/vllm) | | | -| Llama2-7B | [✅](models/nlp/large_language_model/llama2-7b/vllm) | [✅](models/nlp/large_language_model/llama2-7b/trtllm) | | -| Llama2-13B | | [✅](models/nlp/large_language_model/llama2-13b/trtllm) | | -| Llama2-70B | | [✅](models/nlp/large_language_model/llama2-70b/trtllm) | | -| Llama3-70B | [✅](models/nlp/large_language_model/llama3-70b/vllm) | | | -| Qwen-7B | [✅](models/nlp/large_language_model/qwen-7b/vllm) | | | -| Qwen1.5-7B | [✅](models/nlp/large_language_model/qwen1.5-7b/vllm) | | [✅](models/nlp/large_language_model/qwen1.5-7b/text-generation-inference) | -| Qwen1.5-14B | [✅](models/nlp/large_language_model/qwen1.5-14b/vllm) | | | -| Qwen1.5-32B Chat | [✅](models/nlp/large_language_model/qwen1.5-32b/vllm) | | | -| Qwen1.5-72B | [✅](models/nlp/large_language_model/qwen1.5-72b/vllm) | | | -| Qwen2-7B Instruct | [✅](models/nlp/large_language_model/qwen2-7b/vllm) | | | -| Qwen2-72B Instruct | [✅](models/nlp/large_language_model/qwen2-72b/vllm) | | | -| StableLM2-1.6B | [✅](models/nlp/large_language_model/stablelm/vllm) | | | +| Model | vLLM | TRT-LLM | TGI | +|-------------------------------|--------------------------------------------------------|---------------------------------------|------------------------------------| +| Baichuan2-7B | [✅](models/nlp/llm/baichuan2-7b/vllm) | | | +| ChatGLM-3-6B | [✅](models/nlp/llm/chatglm3-6b/vllm) | | | +| ChatGLM-3-6B-32K | [✅](models/nlp/llm/chatglm3-6b-32k/vllm) | | | +| DeepSeek-R1-Distill-Llama-8B | [✅](models/nlp/llm/deepseek-r1-distill-llama-8b/vllm) | | | +| DeepSeek-R1-Distill-Llama-70B | [✅](models/nlp/llm/deepseek-r1-distill-llama-70b/vllm) | | | +| DeepSeek-R1-Distill-Qwen-1.5B | [✅](models/nlp/llm/deepseek-r1-distill-qwen-1.5b/vllm) | | | +| DeepSeek-R1-Distill-Qwen-7B | [✅](models/nlp/llm/deepseek-r1-distill-qwen-7b/vllm) | | | +| DeepSeek-R1-Distill-Qwen-14B | [✅](models/nlp/llm/deepseek-r1-distill-qwen-14b/vllm) | | | +| DeepSeek-R1-Distill-Qwen-32B | [✅](models/nlp/llm/deepseek-r1-distill-qwen-32b/vllm) | | | +| Llama2-7B | [✅](models/nlp/llm/llama2-7b/vllm) | [✅](models/nlp/llm/llama2-7b/trtllm) | | +| Llama2-13B | | [✅](models/nlp/llm/llama2-13b/trtllm) | | +| Llama2-70B | | [✅](models/nlp/llm/llama2-70b/trtllm) | | +| Llama3-70B | [✅](models/nlp/llm/llama3-70b/vllm) | | | +| Qwen-7B | [✅](models/nlp/llm/qwen-7b/vllm) | | | +| Qwen1.5-7B | [✅](models/nlp/llm/qwen1.5-7b/vllm) | | [✅](models/nlp/llm/qwen1.5-7b/tgi) | +| Qwen1.5-14B | [✅](models/nlp/llm/qwen1.5-14b/vllm) | | | +| Qwen1.5-32B Chat | [✅](models/nlp/llm/qwen1.5-32b/vllm) | | | +| Qwen1.5-72B | [✅](models/nlp/llm/qwen1.5-72b/vllm) | | | +| Qwen2-7B Instruct | [✅](models/nlp/llm/qwen2-7b/vllm) | | | +| Qwen2-72B Instruct | [✅](models/nlp/llm/qwen2-72b/vllm) | | | +| StableLM2-1.6B | [✅](models/nlp/llm/stablelm/vllm) | | | ## Computer Vision @@ -75,8 +75,8 @@ DeepSparkInference将按季度进行版本更新，后续会逐步丰富模型 | | INT8 | | [✅](models/cv/classification/hrnet_w18/ixrt) | | InceptionV3 | FP16 | [✅](models/cv/classification/inception_v3/igie) | [✅](models/cv/classification/inception_v3/ixrt) | | | INT8 | [✅](models/cv/classification/inception_v3/igie) | [✅](models/cv/classification/inception_v3/ixrt) | -| Inception_ResNet_V2 | FP16 | | [✅](models/cv/classification/inceptionresnetv2/ixrt) | -| | INT8 | | [✅](models/cv/classification/inceptionresnetv2/ixrt) | +| Inception-ResNet-V2 | FP16 | | [✅](models/cv/classification/inception_resnet_v2/ixrt) | +| | INT8 | | [✅](models/cv/classification/inception_resnet_v2/ixrt) | | Mixer_B | FP16 | [✅](models/cv/classification/mlp_mixer_base/igie) | | | MNASNet0_5 | FP16 | [✅](models/cv/classification/mnasnet0_5/igie) | | | MNASNet0_75 | FP16 | [✅](models/cv/classification/mnasnet0_75/igie) | | @@ -129,48 +129,48 @@ DeepSparkInference将按季度进行版本更新，后续会逐步丰富模型 ### Object Detection -| Model | Prec. | IGIE | IxRT | -|------------|-------|------------------------------------------|------------------------------------------| -| ATSS | FP16 | [✅](models/cv/detection/atss/igie) | | -| CenterNet | FP16 | [✅](models/cv/detection/centernet/igie) | [✅](models/cv/detection/centernet/ixrt) | -| DETR | FP16 | | [✅](models/cv/detection/detr/ixrt) | -| FCOS | FP16 | [✅](models/cv/detection/fcos/igie) | [✅](models/cv/detection/fcos/ixrt) | -| FoveaBox | FP16 | [✅](models/cv/detection/foveabox/igie) | [✅](models/cv/detection/foveabox/ixrt) | -| FSAF | FP16 | [✅](models/cv/detection/fsaf/igie) | [✅](models/cv/detection/fsaf/ixrt) | -| HRNet | FP16 | [✅](models/cv/detection/hrnet/igie) | [✅](models/cv/detection/hrnet/ixrt) | -| PAA | FP16 | [✅](models/cv/detection/paa/igie) | | -| RetinaFace | FP16 | [✅](models/cv/detection/retinaface/igie) | [✅](models/cv/detection/retinaface/ixrt) | -| RetinaNet | FP16 | [✅](models/cv/detection/retinanet/igie) | | -| RTMDet | FP16 | [✅](models/cv/detection/rtmdet/igie) | | -| SABL | FP16 | [✅](models/cv/detection/sabl/igie) | | -| YOLOv3 | FP16 | [✅](models/cv/detection/yolov3/igie) | [✅](models/cv/detection/yolov3/ixrt) | -| | INT8 | [✅](models/cv/detection/yolov3/igie) | [✅](models/cv/detection/yolov3/ixrt) | -| YOLOv4 | FP16 | [✅](models/cv/detection/yolov4/igie) | [✅](models/cv/detection/yolov4/ixrt) | -| | INT8 | [✅](models/cv/detection/yolov4/igie16) | [✅](models/cv/detection/yolov4/ixrt16) | -| YOLOv5 | FP16 | [✅](models/cv/detection/yolov5/igie) | [✅](models/cv/detection/yolov5/ixrt) | -| | INT8 | [✅](models/cv/detection/yolov5/igie) | [✅](models/cv/detection/yolov5/ixrt) | -| YOLOv5s | FP16 | | [✅](models/cv/detection/yolov5s/ixrt) | -| | INT8 | | [✅](models/cv/detection/yolov5s/ixrt) | -| YOLOv6 | FP16 | [✅](models/cv/detection/yolov6/igie) | [✅](models/cv/detection/yolov6/ixrt) | -| | INT8 | | [✅](models/cv/detection/yolov6/ixrt) | -| YOLOv7 | FP16 | [✅](models/cv/detection/yolov7/igie) | [✅](models/cv/detection/yolov7/ixrt) | -| | INT8 | [✅](models/cv/detection/yolov7/igie) | [✅](models/cv/detection/yolov7/ixrt) | -| YOLOv8 | FP16 | [✅](models/cv/detection/yolov8/igie) | [✅](models/cv/detection/yolov8/ixrt) | -| | INT8 | [✅](models/cv/detection/yolov8/igie) | [✅](models/cv/detection/yolov8/ixrt) | -| YOLOv9 | FP16 | [✅](models/cv/detection/yolov9/igie) | | -| YOLOv10 | FP16 | [✅](models/cv/detection/yolov10/igie) | | -| YOLOv11 | FP16 | [✅](models/cv/detection/yolov11/igie) | | -| YOLOX | FP16 | [✅](models/cv/detection/yolox/igie) | [✅](models/cv/detection/yolox/ixrt) | -| | INT8 | [✅](models/cv/detection/yolox/igie) | [✅](models/cv/detection/yolox/ixrt) | +| Model | Prec. | IGIE | IxRT | +|------------|-------|-------------------------------------------------|-------------------------------------------------| +| ATSS | FP16 | [✅](models/cv/object_detection/atss/igie) | | +| CenterNet | FP16 | [✅](models/cv/object_detection/centernet/igie) | [✅](models/cv/object_detection/centernet/ixrt) | +| DETR | FP16 | | [✅](models/cv/object_detection/detr/ixrt) | +| FCOS | FP16 | [✅](models/cv/object_detection/fcos/igie) | [✅](models/cv/object_detection/fcos/ixrt) | +| FoveaBox | FP16 | [✅](models/cv/object_detection/foveabox/igie) | [✅](models/cv/object_detection/foveabox/ixrt) | +| FSAF | FP16 | [✅](models/cv/object_detection/fsaf/igie) | [✅](models/cv/object_detection/fsaf/ixrt) | +| HRNet | FP16 | [✅](models/cv/object_detection/hrnet/igie) | [✅](models/cv/object_detection/hrnet/ixrt) | +| PAA | FP16 | [✅](models/cv/object_detection/paa/igie) | | +| RetinaFace | FP16 | [✅](models/cv/object_detection/retinaface/igie) | [✅](models/cv/object_detection/retinaface/ixrt) | +| RetinaNet | FP16 | [✅](models/cv/object_detection/retinanet/igie) | | +| RTMDet | FP16 | [✅](models/cv/object_detection/rtmdet/igie) | | +| SABL | FP16 | [✅](models/cv/object_detection/sabl/igie) | | +| YOLOv3 | FP16 | [✅](models/cv/object_detection/yolov3/igie) | [✅](models/cv/object_detection/yolov3/ixrt) | +| | INT8 | [✅](models/cv/object_detection/yolov3/igie) | [✅](models/cv/object_detection/yolov3/ixrt) | +| YOLOv4 | FP16 | [✅](models/cv/object_detection/yolov4/igie) | [✅](models/cv/object_detection/yolov4/ixrt) | +| | INT8 | [✅](models/cv/object_detection/yolov4/igie16) | [✅](models/cv/object_detection/yolov4/ixrt16) | +| YOLOv5 | FP16 | [✅](models/cv/object_detection/yolov5/igie) | [✅](models/cv/object_detection/yolov5/ixrt) | +| | INT8 | [✅](models/cv/object_detection/yolov5/igie) | [✅](models/cv/object_detection/yolov5/ixrt) | +| YOLOv5s | FP16 | | [✅](models/cv/object_detection/yolov5s/ixrt) | +| | INT8 | | [✅](models/cv/object_detection/yolov5s/ixrt) | +| YOLOv6 | FP16 | [✅](models/cv/object_detection/yolov6/igie) | [✅](models/cv/object_detection/yolov6/ixrt) | +| | INT8 | | [✅](models/cv/object_detection/yolov6/ixrt) | +| YOLOv7 | FP16 | [✅](models/cv/object_detection/yolov7/igie) | [✅](models/cv/object_detection/yolov7/ixrt) | +| | INT8 | [✅](models/cv/object_detection/yolov7/igie) | [✅](models/cv/object_detection/yolov7/ixrt) | +| YOLOv8 | FP16 | [✅](models/cv/object_detection/yolov8/igie) | [✅](models/cv/object_detection/yolov8/ixrt) | +| | INT8 | [✅](models/cv/object_detection/yolov8/igie) | [✅](models/cv/object_detection/yolov8/ixrt) | +| YOLOv9 | FP16 | [✅](models/cv/object_detection/yolov9/igie) | | +| YOLOv10 | FP16 | [✅](models/cv/object_detection/yolov10/igie) | | +| YOLOv11 | FP16 | [✅](models/cv/object_detection/yolov11/igie) | | +| YOLOX | FP16 | [✅](models/cv/object_detection/yolox/igie) | [✅](models/cv/object_detection/yolox/ixrt) | +| | INT8 | [✅](models/cv/object_detection/yolox/igie) | [✅](models/cv/object_detection/yolox/ixrt) | ### Face Recognition | Model | Prec. | IGIE | IxRT | |---------|-------|------|----------------------------------| -| FaceNet | FP16 | | [✅](models/cv/face/facenet/ixrt) | -| | INT8 | | [✅](models/cv/face/facenet/ixrt) | +| FaceNet | FP16 | | [✅](models/cv/face_recognition/facenet/ixrt) | +| | INT8 | | [✅](models/cv/face_recognition/facenet/ixrt) | -### OCR +### OCR (Optical Character Recognition) | Model | Prec. | IGIE | |---------------|-------|---------------------------------------| @@ -185,21 +185,21 @@ DeepSparkInference将按季度进行版本更新，后续会逐步丰富模型 | Lightweight OpenPose | FP16 | | [✅](models/cv/pose_estimation/lightweight_openpose/ixrt) | | RTMPose | FP16 | [✅](models/cv/pose_estimation/rtmpose/igie) | [✅](models/cv/pose_estimation/rtmpose/ixrt) | -### Segmentation +### Instance Segmentation -| Model | Prec. | IGIE | IxRT | -|------------|-------|------|--------------------------------------------| -| Mask R-CNN | FP16 | | [✅](models/cv/segmentation/mask_rcnn/ixrt) | -| SOLOv1 | FP16 | | [✅](models/cv/segmentation/solov1/ixrt) | +| Model | Prec. | IGIE | IxRT | +|------------|-------|------|-----------------------------------------------------| +| Mask R-CNN | FP16 | | [✅](models/cv/instance_segmentation/mask_rcnn/ixrt) | +| SOLOv1 | FP16 | | [✅](models/cv/instance_segmentation/solov1/ixrt) | -### Trace +### Multi-Object Tracking -| Model | Prec. | IGIE | IxRT | -|---------------------|-------|------------------------------------|------| -| FastReID | FP16 | [✅](models/cv/trace/fastreid/igie) | | -| DeepSort | FP16 | [✅](models/cv/trace/deepsort/igie) | | -| | INT8 | [✅](models/cv/trace/deepsort/igie) | | -| RepNet-Vehicle-ReID | FP16 | [✅](models/cv/trace/repnet/igie) | | +| Model | Prec. | IGIE | IxRT | +|---------------------|-------|----------------------------------------------------|------| +| FastReID | FP16 | [✅](models/cv/multi_object_tracking/fastreid/igie) | | +| DeepSort | FP16 | [✅](models/cv/multi_object_tracking/deepsort/igie) | | +| | INT8 | [✅](models/cv/multi_object_tracking/deepsort/igie) | | +| RepNet-Vehicle-ReID | FP16 | [✅](models/cv/multi_object_tracking/repnet/igie) | | ## Multimodal @@ -215,22 +215,22 @@ DeepSparkInference将按季度进行版本更新，后续会逐步丰富模型 ## NLP -### Language Modelling +### PLM (Pre-trained Language Model) -| Model | Prec. | IGIE | IxRT | -|------------------|-------|------------------------------------------------------|------------------------------------------------------| -| ALBERT | FP16 | | [✅](models/nlp/language_model/albert/ixrt) | -| BERT Base NER | INT8 | [✅](models/nlp/language_model/bert_base_ner/igie) | | -| BERT Base SQuAD | FP16 | [✅](models/nlp/language_model/bert_base_squad/igie) | [✅](models/nlp/language_model/bert_base_squad/ixrt) | -| | INT8 | | [✅](models/nlp/language_model/bert_base_squad/ixrt) | -| BERT Large SQuAD | FP16 | [✅](models/nlp/language_model/bert_large_squad/igie) | [✅](models/nlp/language_model/bert_large_squad/ixrt) | -| | INT8 | [✅](models/nlp/language_model/bert_large_squad/igie) | [✅](models/nlp/language_model/bert_large_squad/ixrt) | -| DeBERTa | FP16 | | [✅](models/nlp/language_model/deberta/ixrt) | -| RoBERTa | FP16 | | [✅](models/nlp/language_model/roberta/ixrt) | -| RoFormer | FP16 | | [✅](models/nlp/language_model/roformer/ixrt) | -| VideoBERT | FP16 | | [✅](models/nlp/language_model/videobert/ixrt) | +| Model | Prec. | IGIE | IxRT | +|------------------|-------|-------------------------------------------|-------------------------------------------| +| ALBERT | FP16 | | [✅](models/nlp/plm/albert/ixrt) | +| BERT Base NER | INT8 | [✅](models/nlp/plm/bert_base_ner/igie) | | +| BERT Base SQuAD | FP16 | [✅](models/nlp/plm/bert_base_squad/igie) | [✅](models/nlp/plm/bert_base_squad/ixrt) | +| | INT8 | | [✅](models/nlp/plm/bert_base_squad/ixrt) | +| BERT Large SQuAD | FP16 | [✅](models/nlp/plm/bert_large_squad/igie) | [✅](models/nlp/plm/bert_large_squad/ixrt) | +| | INT8 | [✅](models/nlp/plm/bert_large_squad/igie) | [✅](models/nlp/plm/bert_large_squad/ixrt) | +| DeBERTa | FP16 | | [✅](models/nlp/plm/deberta/ixrt) | +| RoBERTa | FP16 | | [✅](models/nlp/plm/roberta/ixrt) | +| RoFormer | FP16 | | [✅](models/nlp/plm/roformer/ixrt) | +| VideoBERT | FP16 | | [✅](models/nlp/plm/videobert/ixrt) | -## Speech +## Audio ### Speech Recognition @@ -243,9 +243,9 @@ DeepSparkInference将按季度进行版本更新，后续会逐步丰富模型 ### Recommendation Systems -| Model | Prec. | IGIE | IxRT | -|-------------|-------|------|---------------------------------------------------------| -| Wide & Deep | FP16 | | [✅](models/recommendation/ctr-prediction/widedeep/ixrt) | +| Model | Prec. | IGIE | IxRT | +|-------------|-------|------|------------------------------------------------------| +| Wide & Deep | FP16 | | [✅](models/others/recommendation/wide_and_deep/ixrt) | --- diff --git a/models/cv/classification/inceptionresnetv2/ixrt/README.md b/models/cv/classification/inception_resnet_v2/ixrt/README.md similarity index 64% rename from models/cv/classification/inceptionresnetv2/ixrt/README.md rename to models/cv/classification/inception_resnet_v2/ixrt/README.md index 22da2963..a845e9d6 100755 --- a/models/cv/classification/inceptionresnetv2/ixrt/README.md +++ b/models/cv/classification/inception_resnet_v2/ixrt/README.md @@ -1,8 +1,8 @@ -# Inception-ResNetV2 +# Inception-ResNet-V2 ## Description -Inception-ResNetV2 is a deep learning model proposed by Google in 2016, which combines the architectures of Inception and ResNet. This model integrates the dense connections of the Inception series with the residual connections of ResNet, aiming to enhance model performance and training efficiency. +Inception-ResNet-V2 is a deep learning model proposed by Google in 2016, which combines the architectures of Inception and ResNet. This model integrates the dense connections of the Inception series with the residual connections of ResNet, aiming to enhance model performance and training efficiency. ## Setup @@ -63,7 +63,7 @@ bash scripts/infer_inceptionresnetv2_int8_performance.sh ## Results -Model |BatchSize |Precision |FPS | Top-1(%) | Top-5(%) | -------------------|-----------|----------|---------|----------|-------------| -InceptionResNetV2 | 64 | FP16 | 871.74 | 80.20 | 95.18 | -InceptionResNetV2 | 64 | INT8 | 1059.35 | 79.73 | 95.04 | +| Model | BatchSize | Precision | FPS | Top-1(%) | Top-5(%) | +|---------------------|-----------|-----------|---------|----------|----------| +| Inception-ResNet-V2 | 64 | FP16 | 871.74 | 80.20 | 95.18 | +| Inception-ResNet-V2 | 64 | INT8 | 1059.35 | 79.73 | 95.04 | diff --git a/models/cv/classification/inceptionresnetv2/ixrt/build_engine.py b/models/cv/classification/inception_resnet_v2/ixrt/build_engine.py similarity index 100% rename from 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from models/nlp/large_language_model/qwen1.5-72b/vllm/offline_inference.py rename to models/nlp/llm/qwen1.5-72b/vllm/offline_inference.py diff --git a/models/nlp/large_language_model/qwen1.5-7b/text-generation-inference/README.md b/models/nlp/llm/qwen1.5-7b/tgi/README.md similarity index 98% rename from models/nlp/large_language_model/qwen1.5-7b/text-generation-inference/README.md rename to models/nlp/llm/qwen1.5-7b/tgi/README.md index 5df36b1b..3ca81f60 100644 --- a/models/nlp/large_language_model/qwen1.5-7b/text-generation-inference/README.md +++ b/models/nlp/llm/qwen1.5-7b/tgi/README.md @@ -1,4 +1,4 @@ -# Qwen1.5-7B (TGI) +# Qwen1.5-7B (Text Generation Inference) ## Description diff --git a/models/nlp/large_language_model/qwen1.5-7b/text-generation-inference/ci/prepare.sh b/models/nlp/llm/qwen1.5-7b/tgi/ci/prepare.sh similarity index 100% rename from models/nlp/large_language_model/qwen1.5-7b/text-generation-inference/ci/prepare.sh rename to 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