RERUN | Status | Details | Model | Accuracy | Throughput [sample/sec] | Model size [MB] | Optimization time [sec] | Config | Console output | Code template | ||||||||||||
RERUN | Status | Details | Model | Accuracy diff | Perf speedup | Model size ratio | ||||||||||||||||
Input | Optimized | Input | Optimized | Accuracy diff | Input | Optimized | Perf speedup | Input | Optimized | Ratio | ||||||||||||
Input | Optimized | |||||||||||||||||||||
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{{ model['input_precision'] | uppercase }}
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{{ model['model_path'] ? getFileName(model['model_path']) : null }} |
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{{ model['output_precision'] | uppercase }}
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{{ model['model_output_path'] ? getFileName(model['model_output_path']) : null }} |
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{{ model['acc_input_model'] ? (model['acc_input_model'] * 100 | number: '1.2-2') + '%' : null }} | {{ model['acc_optimized_model'] ? (model['acc_optimized_model'] * 100 | number: '1.2-2') + '%' : null }} | {{ model['acc_input_model'] && model['acc_optimized_model'] ? (((model['acc_optimized_model'] - model['acc_input_model']) * 100 / model['acc_input_model']) | number: '1.2-2') + '%' : null }} | {{ model['perf_throughput_input_model'] ? (model['perf_throughput_input_model'] | number: '1.0-0') : null }} | {{ model['perf_throughput_optimized_model'] ? (model['perf_throughput_optimized_model'] | number: '1.0-0') : null }} | {{ model['perf_throughput_input_model'] && model['perf_throughput_optimized_model'] ? ((model['perf_throughput_optimized_model'] / model['perf_throughput_input_model']) | number: '1.1-1') + 'x' : null }} | {{ model['size_input_model'] }} | {{ model['size_optimized_model'] }} | {{ model['size_input_model'] && model['size_optimized_model'] ? ((model['size_input_model'] / model['size_optimized_model']) | number: '1.1-1') + 'x' : null }} | {{ model['optimization_time'] }} |
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Show code template |
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