Add benchmark script for segment anything v2 #22169
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| print(f"Start {config.repeats} runs of performance tests...") | ||
| start = time.time() | ||
| for _ in range(config.repeats): | ||
| _image_features_0, _image_features_1, _image_embeddings = sam2_encoder(img) |
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Code scanning / CodeQL
Unused local variable
| print(f"Start {config.repeats} runs of performance tests...") | ||
| start = time.time() | ||
| for _ in range(config.repeats): | ||
| _image_features_0, _image_features_1, _image_embeddings = sam2_encoder(img) |
Check notice
Code scanning / CodeQL
Unused local variable
| print(f"Start {config.repeats} runs of performance tests...") | ||
| start = time.time() | ||
| for _ in range(config.repeats): | ||
| _image_features_0, _image_features_1, _image_embeddings = sam2_encoder(img) |
Check notice
Code scanning / CodeQL
Unused local variable
| print(f"Start {config.repeats} runs of performance tests...") | ||
| start = time.time() | ||
| for _ in range(config.repeats): | ||
| _masks, _iou_predictions, _low_res_masks = sam2_decoder(*torch_inputs) |
Check notice
Code scanning / CodeQL
Unused local variable
| print(f"Start {config.repeats} runs of performance tests...") | ||
| start = time.time() | ||
| for _ in range(config.repeats): | ||
| _masks, _iou_predictions, _low_res_masks = sam2_decoder(*torch_inputs) |
Check notice
Code scanning / CodeQL
Unused local variable
| print(f"Start {config.repeats} runs of performance tests...") | ||
| start = time.time() | ||
| for _ in range(config.repeats): | ||
| _masks, _iou_predictions, _low_res_masks = sam2_decoder(*torch_inputs) |
Check notice
Code scanning / CodeQL
Unused local variable
kunal-vaishnavi
approved these changes
Sep 20, 2024
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Description
Add benchmark script segment anything v2.
It depends on #22119 for onnx export, and #22167 for sam2 graph fusion.
Motivation and Context
Benchmark SAM2 model performance.