Input model path: |
{{ model['model_path'] ? getFileName(model['model_path']) : null }}
|
Optimized model path: |
{{ model['model_output_path'] ? getFileName(model['model_output_path']) : 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') + '%' : '-' }} Accuracy change |
{{ 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' : '-' }} Performance speedup |
{{ model['size_input_model'] && model['size_optimized_model'] ? ((model['size_input_model'] / model['size_optimized_model']) | number: '1.1-1') + 'x' : '-' }} Size ratio |
{{ model['acc_input_model'] ? (model['acc_input_model'] * 100 | number: '1.2-2') : '-'}} Accuracy [%] |
{{ model['perf_throughput_input_model'] ? (model['perf_throughput_input_model'] | number: '1.2-2') : '-' }} Performance [sample/sec] |
{{ model['size_input_model'] ? model['size_input_model'] : '-' }} Size [MB] |
{{ model['acc_optimized_model'] ? (model['acc_optimized_model'] * 100 | number: '1.2-2') : '-' }} Accuracy [%] |
{{ model['perf_throughput_optimized_model'] ? (model['perf_throughput_optimized_model'] | number: '1.2-2') : '-' }} Performance [sample/sec] |
{{ model['size_optimized_model'] ? model['size_optimized_model'] : '-' }} Size [MB] |
{{ header | modelList }} {{ header.includes('time') ? '[μs]' : null}} | ||
run | defined | |
{{ row[header].run }} | {{ row[header].defined }} | {{ row[header] }} |