docs: add Size column to Performance table
Browse files
README.md
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@@ -113,11 +113,11 @@ seg_map = logits.argmax(axis=1).squeeze() # (H, W)
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Benchmarked on CPU (16-core, 8 ORT threads, `intra_op_num_threads=8`):
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| Backend | Latency | Speedup |
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|---------|---------|---------|
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| PyTorch FP32 | ~430 ms | 1× |
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| ONNX FP32 | ~293 ms | 1.5× |
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| ONNX INT8 static | ~229 ms | **1.9×** |
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INT8 static quantization achieves **99.94% pixel-level agreement** with the FP32 model.
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Benchmarked on CPU (16-core, 8 ORT threads, `intra_op_num_threads=8`):
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| Backend | Latency | Speedup | Size |
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|---------|---------|---------|------|
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| PyTorch FP32 | ~430 ms | 1× | 256 MB |
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| ONNX FP32 | ~293 ms | 1.5× | 257 MB |
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| ONNX INT8 static | ~229 ms | **1.9×** | **66 MB** |
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INT8 static quantization achieves **99.94% pixel-level agreement** with the FP32 model.
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