Here you can create optimized models. You can see all of them in the table below. When you click on the row, you can see the details of each optimization. When you click "Run" you can run tuning of given optimization. When clicking table cell in "Accuracy" or "Performance" column you can pin benchmark results to the optimizations.
Optimization name | Optimization type | Precision | Dataset | Accuracy | Performance | Size | Created at | Last run | Duration | Status | Action |
{{ optimization.name }} | {{ optimization.optimization_type.name }} | {{ optimization.precision.name }} | {{ optimization.dataset.name }} |
{{ pinnedAccuracyBenchmarks[optimization.id].result.accuracy }} %
|
{{ pinnedPerformanceBenchmarks[optimization.id].result.performance | number: '1.2-2' }} FPS
|
{{ optimization.optimized_model?.size }} {{ optimization.duration ? 'MB' : null }} | {{ optimization.created_at }} | {{ optimization.last_run_at }} | {{ optimization.duration }} {{ optimization.duration ? 's' : null }} |
|
* - Add and execute benchmarks for this configuration to see the results
{{ pinnedAccuracyBenchmarks[activeOptimizationId] ? pinnedAccuracyBenchmarks[activeOptimizationId].result.accuracy + '%' : '-' }} Accuracy |
{{ pinnedPerformanceBenchmarks[activeOptimizationId] ? (pinnedPerformanceBenchmarks[activeOptimizationId].result.performance | number: '1.1-1') + ' FPS' : '-' }} Performance |
Run benchmark to get accuracy and performance results.
batch size | {{ optimizationDetails['batch_size'] }} | |
---|---|---|
sampling size | {{ optimizationDetails['sampling_size'] }} | |
{{ detail.key | modelList }} | {{ detail.value }} | {{ detail.value | json }} |
{{ detail.key | modelList }} | {{ detail.value }} {{ detail.key === 'size' ? 'MB' : null }} | {{ detail.value.name ?? (detail.value | json) }} |
---|
created at | {{ optimizationDetails['created_at'] }} |
---|---|
last run at | {{ optimizationDetails['last_run_at'] }} |
config path | Show config |
log path | Show output |
execution command | {{ optimizationDetails['execution_command'] }} |