# Model configurator

An input model can be compiled with several network compilation and
runtime parameters.

The model configurator tool helps identify the optimal compiler
configuration for a network by running multiple configurations on the
AIC100 device. The tool solves the following problems:

- How many cores to compile for? Using all the cores may not give the
best performance for all models.
- What are the different compilation parameter values to choose?
- What batch size to use and how many instances to run in parallel?

The model configurator provides two ways to find the optimal compiler
and runtime configuration for a model:

1. Brute force

    The user can define a list of search space parameters (see [Search space parameters](https://docs.qualcomm.com/doc/80-99100-3/topic/model-configurator-search-space-parameters.html#reference-to-search-space-parameters)).
All valid combinations of the search space for a specified model and
inputs are evaluated. The performance achieved with each
configuration is listed, so that the best combination of options can
be determined.
2. Configuration optimizer

    This method uses an optimization algorithm to conduct the search. For
a specified search space and initial value for the optimization
parameters, the algorithm returns a locally optimal configuration.
This is expected to arrive at the optimal solution faster, as it does
not evaluate the entire search space, but instead tries to take
informed variable-sized steps towards the optimal solution. [Search space parameters](https://docs.qualcomm.com/doc/80-99100-3/topic/model-configurator-search-space-parameters.html#reference-to-search-space-parameters)
describes how to use the configuration optimizer. Single device partitioning
and depth first aren’t supported yet as search parameters in this
method. Remote execution is also not supported.

The model configurator tool uses the qaic-compile tool for compiling the
model and the qaic-runner tool for running the model.

The tool can be found in:

/opt/qti-aic/scripts/qaic-model-configurator
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A README for the tool is also available at
`/opt/qti-aic/scripts/qaic-model-configurator/README`.

The following figure shows the model configurator.

![../../../../../../_images/Cloud_AI_Apps_SDK_model_configurator.png](data:image/png;base64,UklGRloqAABXRUJQVlA4TE4qAAAv44NuEBXpYf9vehtJYuhQoUOHDhUq7LDCChU6VKiwQoUVKqxQocMKFSp06FDZCB1N2GFnxrzP/3ne9+X7vIf0dLeEWRJuoJ+CC2xQIGqXnltbCoqAtpd7FYgq6D8GWu4WRlBBe8xVZUGAurgQUJz7FvsiHnovYo5CldHSXvKeqjmoegQvXHto7hlyBwVpzyLMOcjAVZYKDjiQoD0Exdb2rNFdSlyRyErcRCJZQpc0S4hEgkNWIlOXZbzzI6RW25632T2CYKBYDAUNwxpomBE0UkcQfGGygeELFRaofr8PfCBMbdvGNhocDovBYnFY3CHsEIrBYrAYLA6DxWJx+OOw+OJrtyxIkq1UqtmAA4taAh55DAfv79gnSsQp5BSEgONowwjhSxhyjrVBB7tIhrLwGk9GziJteIYwc04IxxCunhYhfAcwQvjJe1qE8OHpDJCLli7uWieLx4d+Fy4jHn+CnEbasIXwyTVt2B9h3czD4vYpvIMXIRxOod3MywLz3k48foE8wl3rZqTwTX8/uAtSeIzbhrTxGsLEM72RIeJhcSFLEOOm8rLoZl7PUjzen6WdnWa9hNvC88/eO4UL13z09xfPioCGh61F0gdYMgrnI2fYGXSL04KxefIopw3vEM4889G/3zwqghretRbt+gFwa/631tq5e/E4pw8ayNKOtOEvhKPwg6oCBrN0R137CDzH7Wucj5yJ04bHPxN8MLbmL1o6uWtdjN9D+791mtOG27sBi/shLDQhzB94WrThdcdx3rgfjGF+z+91cNd6InFe40vd3DbOKSwhTIGKfxYCer/qTxLniZfFGeRFx/nza0EZZuHwLJyJvdQT4TW62Rl2L4QLJ9zxS56heTSO8rI4i3DAvRCmgIxJYX3tNseBfBDCKYTc90dunuG8RuNlJ7O44CPca0Ea+jWOHo2rOA5OeBGv+SRPsGdoPOxDxwdPknv3Azkcf11xw5m49+77I+rZ1/yRpzrRazwiZeCB31WZH36xeM0nWXzGJ7mY5d59R5AwrM8PJa1pDqsw1kZ/xOj5I6p4zQmkgiGtSnXWaeAqyEawBU05nEIVr/kjRs8nMb4qwo9UQ0JoAyK23zdDQwxXsGHAeBzxUAMlhGb07I1SSlE6DM3OtjOxlMMcyNroi0ij54+o4jWHoP6BWoTxOOJBGJLa1zQ5S+tATfKPbankMAdVvOZ9tHE/cDraMJoGi894H3//FIbj8/cUeleRrwpHmJzdmQk5DF2iVGcdcGuBVCfYdzTKsImR8QYaEaOUjmRpUpbHoa0ZuGTG2JoIqOS5iBDuvwjWRs/jNFQcj7tKkp7n0QE9pOJ0DETI7C1ecwhYYSBiSDPVtwS4MZHZJnS2XWa7Zy9mDGKK0qE1t4auBC1VZhvuYARTuhkfUVFkbfQ8nlfOh9wlPcewdjSbUypczF7yVeHQwMGUWsUoqVF6loBRpRQNPaCADtUZGuEBLlGWBoZVYO0oTkKStdERpJT2vbhCOh6GP+k5iJWj2bzCx+wtXnOkMyBsG/QsAUnESFUTtQLQgSBijLYEfjKwjZZSMj6mFpF8BHkLHcjTFqCUpLT1EZOMr1PLXtJ25RNW+PjsfqUNGw9INVBSH7l6tU8xqySvOK8Pe04wu2ocvAPPC6c/mDJHUjpQUynaErIbdLD36WUIWISflbo/0sb/5jAP6TKqGjPX1a0FJYEgPVuseClpe7Ya/+Umhv7/GCQ37ziPVDszSKKz7xSsVBnTSSk9AaoXZlgH7zLbnW2nVN+SpnoWWVDaAO7qQ8hKRHRYSEVZBjqk6lnCwRT89Ga2o0pyDOyZQX9HkC8VSYJZgUCPCmLMQKpVJAYmHzIw0xDbgZamlShnCc1XcYl6N5LpRNVjVuClxwlfvNo5TUh9d4IFwshd8Qzu3gthdgLVswRqs/9gqgJXJaURO9vFDAGuZZQOjYSWgQWTXTczEahATCiktAdPPYtI1VltAX5y4FYimEUKeoA+XL9wa8HkQyYl8DKkmYcbgA/78IOhxT7fSzvvQg0L8NL7dT6IKqUxpnb6ilydVTvxX5tV8V/b6SnpqG8Us0pyASe9U1idyK+TjPXGZAUwr0HJZ4L1Agzh3cCBNDsEayIiFeODBiBhC556bfyy2Dl+EIOnY8GZWbi+VYiBRgSbi5ntLVCBUDrHr09V6K+eg4ErgfO6RJA6w0udws1sI3xP8Hwvpcxwpk7/msNL7xSeXHH8AG5ILxw/aL/RLiHikodw954TefK71HgpTTbkzPeEGJrAiyEcOJAqE5qbThPi5IAAHjerJCWyNkN9aMm2M3WGFHz43MFGG2oNsPm3iojtd9U+Jbh9SO8Gf3EG1jVwJ4KhE8tsIxGEGj1dtimPKHXUSCngQeVy0ed7KWXiZHL61xReer/zaFRuBg6m2OBB35CXwVaUN7Ar1aPcH3HbNa2BhO3JWX3QNxJ43BSAKJBzJZN9JYD9rahaJZ+5gx4Jo0pPzrqAXalOozaoYJQxIMkMIU5DI83Qu4Ixts61bTKXQN1IBGKrB1M7M0uKCTgSrPTWgqKOE9PKsxngTB1U5rSzK9Xmj3IBIi4OjEKxoWoaD+F8pA2GA0TVqkFUrdJEyR6B8VHrKQEeOwGTVQ46TXAn2xWduzY68HQsgwpGyU7+P6FYBVsVDJ2BEUAlQkM6SxWMsYmBXQJkQSsvUHLw9C+//MgjKB+dW9sY9Ti6Iz8ynAL+tysofmADcDr2n1mF3iCwDjzYbwKojrQt6NO/fI5+gp3C4GV0BbcWPAz53Ht/dNPx2StlgAUOGDKrZI/BGIjZhKf+vTbs1gGnYw22FgCZbZCmsUOxM4NbC6tbC5ROxhR4FI86wwuBMxgCXoBSVhTg9C+/PJvnheMHGIX0lYBehPpKG/+GD6v5BFIpFZYRUspgxqwG37hgb7Oz2ytT4MifKyiewmIFJMcjt+nTsRXEGPhXAYfi4D4DvVs8OUvpmEFNcjBFneFl7XPMA+C7oZRpqPcp+Twvv/jMn3D0sCUwy+vIHbycmgzhFDYkzCewmjilpO1KiakWTJ5Isk5pUiImueu0BdPOGjz171vLr1PKZA4pyRIy12B6MucbvQ/Anp0MU8a7MfOgV3c+efY1flilL/SKaQ9CfeUXw5VfZzlzSoIqf9VC5hQ7cQSsHUDNJHPKJ1kKS+6N2YKiRUxy100seM+Th1dPWMyTl9JslWIKmWuYedI6SlNtHjBnJ9PUbJVmu8hdc3jp85Enz6g7pVJ7s2bpKbscwEuqcJiwnjmlQMosI+1KmVX6DLfJWaAGFwTt7H+04X4WOYwbBW++3u0+r9e0OplcyikdcUI483G9G6PuNKZTyiw9hQd4ueQnTFjPnFKazpdSxw8YOVQxqg0KKnNKI2LfIQ9itDLtLH2PsRfbMPb3SME1nCd8xF1+r1tnb114wTWt8IofDtumkNJrrmmVsB8urGdO7czQ+VJQ5CF1gCazDY4MUceBDDq7GULmmVPS9xgbe/ref71oMW6G7BY+4CJOYbygnnvv3rs+2TbF/tPe1/5MhYetQdAPF9Yzp+D2PwGmTmUgjPOzSm8t0AdzzTOnfJGxsVNY/ui/f8kY6antyJGV0fNoA3Q89hXoex7tDB2PH7lIFOmHDcuZU0xg6hSLmCKOiCxMsyr8krF3/93Nxxl5kIdirIy+2B4s6ftie7DgmyJsMDKnrEMd7WcDM6f8n7GxO9f/zVVS8EqMldEf23UnfV+EfFOEDyuZU+ZUEKN05hSEzpyi6xNG5pTvMjb22re+QH6JjEdirIz+iNH3R8g3RfiwkDllASp1CmROQRiZU6oCJ6Eyp/yYsbFn//8jyAUSj3sjxsroi5C+P2J8U4QPO5lTQICZOsVUYphK0xegx+/6JnAtvneOc9HiifdLPcu5eccfMfo+ifFNETZsZU4BAXbqFEOJZbpr+gK0mM8ydr8N15tf8cT7nv/imD9i9P2RgcjNOwxcmjrlu4yN3WnDhmdZN+M4eCGE3vFJ9p/2Sc5x27CNMeAqdSrQMDb2WghbnuP4E042cv6uX/4Omf8/RuP8bSDsLB3H9/r44Hfu0Hhd2xSBO/ySpxnwkKpnY4va8eCCb+mP4PNuCA/WcQ/n4wUlrbdfhY5HIoTZcULY74zs4iHxz27aAD1h7nyKMfz4d7MHNzxrNQr6eFcENTwsAg/+/XeseCbB6e9YCe68mPe0+JPgxf038p4Wr42NTIRnEpxi1H9G/WfUf0b95xO6+PU8K0K42cKkWSzhyr/D07GXuhkdizaYZri99BSe5lW89u784s9Oh/NeioPkKzd/8Y6Y3f2/ftMohOWeyErRJaFbsPlTAJSapkoCt3CGs0gKNkvX/5nwfebXnoEF2yVhXLBUWvzrsCSIC2eR84QUzEvPPhPCPCaS48UPYMGsBG4eJpoLP0UKVKkiNEpe/2cQbCglQekXP3htTFTH0//fKIAS+KVfIrvQy6iS2C78lRfHhHiMcoX45um86I4/MfjgHPSA4A4kDMAlENwx6j+j/vMpprgIeU+Lj4EoAk+8LM7GukAYobwspm8II7zsDzYUSXjYH1466j+j/jPiiJRSgsfZE7NgYlFPXCKVUkqSx0l7YswqZNeSpITmohKpdmZCDgtKrU7OKvgyYHsBPhMtNjkL9IGNUlJltqOGCCUIjJSiZKRkmFObHqIQjAGolwHbC/CZJCCzfTAFag1g01mHmKLEgCCwIzaUAaXMthCE9HR5ZYqw075WC0q9PKWMF+isw+SsIuMloWcJMb0EapIKRpVGPJgyzAw/Irgzg1Elgc3AJYa2VKs4OQvMt4jF8QOy6SHyAHsCgGhnHZYIx6GtmSIS6vgBRitojAe7DWqnfcVUJjQfFpShtKR0DGwpGIaVJWW4/pfXp44fxBToEG1SIa0eTAFz45/hm+npjdBDwg19QOaVKTavT9HjCZl2N7PERoFJFY1hQe0YVJYYQDe9RL+D1clZsTcgVQVxclYBVGWyrwTrgBqkskQfDaQxBEFlso3IAlYmlcn/QqE0Lilh2FHHr/+lP7aKOn6AiLi1QB0NpFGVJUOEbC9ULMDoSAWPJojB0UpVcHIWbNWjKaC6AG6ZVwyVHg2BsqpHgZRmD7wCno9GKZX5YwPR9zAKeO59FXGycxpMgLWGlKpiaFUQkdQ+B1MEpbcWwMbFkQGxGbgSkVlFxCXFGA1MpSDMr5Mmp9PZ44mWpOQYVgqosk/A0wIsN6apKMyT3zVJi2OOB1q0nGTKSYYKsGMIWDCX8hPDr3e7selpcR5EEXieeFm8dEMYobwspgUS0rvCb3G6gQq2kR2xQENQ//oKGkjWaTgbXuTwvPX/g2LCj7A2UGGphQpJZ8TSGxn0+TvKSknQMgX9CswXEI1gDGKphQoKkD4rJTPHhpLUMTrzBjqxLQQjD1+ZAlhroQKiEQ9AmmxMGVb/ZCamQMsUjOYqFGyYgm6ZgmqYQvTBSH9jN1ChrLVQwewoQ69Crn+t9x1Fj2JIgC1T0JfHUA1TQOOtBdAwhfiDlcbObKBCWbqylU3mLy+QFmmOH0QViMoSA6phCtqcaphCmGGzdQoixmigIhysIokotMlsI7KgGqaYpcyphilGOpAyOHdYDVTYhXE4ENgo0DKFOUsMc6phiuE/tq6IAgeV2ad9wvEGgttodgMVwGAVLQOejwLWM5o1QDVMwSTzxyMCUFc2WzUakAaGwOuew3RNJjAMMg8LZwMVsIUKi6ziwRQY3Fog0C1T0M1VUA1T0KPphimG/Ui10ycd9SgGFEpaXNsRY0PCzNZUWKonKRU0DHD5dVZOq7PHM72glomhpEUoDbad3B32I1XPkrYREV9Qpm0cSINVPHj1xzLbGAVStA9jOkk7qr4lHVGHnaIW9AMUu4wFuWu9hQq5y1roVhLpTNeHXYbccB9Qf2C7qnGrHqO/egwVxndSBWNKqb4ifQr4hcT+ipJmX1uddSCCEhha0A8TwfaEyrAfqXZmyG6j2hlQKDVQ5NZRp4s3QA2xc+vox2aVii9jZ7+4OqvixnjVV9JR8erVN3aIw07812aJXOdkLyi1831HRz29mI3PGIJLihha0ZcCkMz2wRT80l8Fr/Q/1fGDb9TJASPw/3gwdfzgYIrkaBIX4HD8YGvBkNvGyVnY4PgB8TSKxMqCvhBkFbcWwBb98QOM7fWVAOoSPGi8THQGJNAhZLbXZjPbk7NM8OBhj0INCV/7MRV5gF8EHYCpPnhXApFVeEIYY6D+ANPB0YRVsHVgRlQpSU0UJaOhoRV9McjBFAvVWQerGOO/vIydbaeYwF2L7/ssIkIkC6WFIozzbMo+iIaXKeAowpevzohPdmZwa2AUSkV+LLMN7+cTtYYhsKOUgvSVgAxWccl0gKEvEAH7Bojf2MalnRn8xtFnjWP0VkcjYjt8HhziryObg8ayMVDBg/kogKEfMHA67Hw3OP672YfR+XWZzyJi+10NjEJFwAssKGtktg+OOk2IMXAFZayzDqzRLyMe/AuMHhvOEIa+V9BbB+x4P1z6QOtL3jq2U2+7C5cdtzgf0saCczyG0XnyamdvVinmC9DTSWo6sBugVAVk6ezNMtd4abhCiT+cJcYW9XddDvbvXwDhsvOqm2f8lOVlJ9VFwsHNM4bL17tRVQjzBejpdunpDNau/h36qCB7y5WhoRQxtqjvcla6pm8rTUvkCgZd67eCJbtLXkKv7tIJiv6v0PV90NDD/TfBagPjn1XOxc4CBzfBGia3TQGqEPoF7O1HHHxegarG1Jn9Atb0Xc+gp9ATEcDcdIJUJ2C6rhstxJCuX0DElaapnc4iYoR2wwLl4fbYrFjnqA84uJnl8JiwXW65szegUOF8A55CMxvS7ZuDBT34eGqF7AaPK52sl03tqqHnjphQbnPTKy8Aj5FxGBv+3ky1FTEnoeHGQjH0QsHUrrgcMaAFkyHdpfNlOTICjtmGv0ejsyHdpfPNDqZ2OocYYVEvE4+Rc3Z3d72b4nJv29jBzA5IYIIJ8BCh6Fy9wylC1yjmmNuBPYN9ipzahx4ilOIyRkjdUdZZNMfULmmIZA0LYFhtJSgPEYrOYYTUJoiJnDmmdtUWYr2sDbq+N9OIK03KQ/jgUQEGWPHJQzh/vRW3l1uJJXi43sqfL7caWeUMoONxCgYi1lftbobOx/hIGkF+1R71G+89RZdNiFJyiLYTYUkrFE1xC/OK1TBc0CJ+oS9P1dUOD01KJmLtabumTZMtl4uIVrJkumoLEWmBepeUoC9jp8b/3RYmGHLQ7U2hShY23J4A17HC3f4kmgHcWHKUm1CdBPx/tQUnhQI6a05CM+WAm1gdmJsm/1NtIQmDUtkyLDnDTbQCtgoYjbbb6rDkBGwH7PkzmpSCrbeTMVmDuWk2RI7tJlIfRjXfnAVP09+/AIG5aUxQ7UeyYchRbiIVxuYAlWlXXEZMZBNU+5FsGHLQLScG8O4I4z7+pwpH61H/+WQc8uPMOLTDo8D2+xgESp4Ehxb8SAuH2BnrZnQ8xgbJ0P8fltkYY0QHC8FmsOSnT8PDcxEnFvyIy0AfHB5dzKKoeC4M91I8T0428zpgxsehFw67YmFf8CMyo/sArNzhuCcya8UOnoUwL/gANEnQWbnt/l64jU0uVuzgtuDpUiB6WPBZuW2V1tuhH3SAjUzu/W52kdhf8Jv5wPREwadgozShA26Uxg+72XN2F3xgOi8fjL7C7KzYAbhgb8EHqNyb4LVyS6nUhSxHcMUOzAXjyaW1UqAiKBXYpUOQ2xWgC6++9y0FkwX/KCOlQEWQ+gozKwXqQjcYBZMF/9NaBy6CUeEtsHIrdZeUAnh8M8ACq2ofiULr0mNAVm51tysGV+zAXqBLw3tKeZ5j4vL1c+zR2PUre3mO4wI4TC3vlkhxcJLEuQV/dL0ncvn6Y+CY9SBwULnl3RmNAMKVs7DJd5ycbPIdaylnV/2Hm26JtZTjPA6HDi73QyfXq4fO8wjMb7ox5r8/gHDD47cfN/OOMgSHLpo7jjM+7tJtZR7mtzuvvdwc9Z9R/xFcpNsZz7minaBEIfk2tnb7fITb+K0vXWkIQk4ukM+tvTSUhdt4PPL+eIYrxvd8nNL3eyeVTw9HiMcHyEfYP36cxONDvwuXEX++mx0+AVxtMsz7OGmc8Ex64BQ0hiMsxeNPRt4/A+cJKXzT3w/uYikev0A+d3uCIx5O+DgP572Tf/zOsISlpXj8CbI2358lHufx31I8PpBlfbPGDefYvI9zuD7hmbx02BiOAKuAt/7x5kUSX+K0cL099naaE3oj6xM+zsa8Z9LNesg7wxGoKuD522tHcW4Lv/X+OyU+2Jj3cYbI+gQHJDHhCt47bAxDYO2zf2Gtm3FbGMxy/zCX4QG1PuHjbMzz0Olase8K1Nj4MATm9/xWR+w0/Banh/bj8edvv//TPLAx7+Oo9QknKC7Xy9mIrraQ8SNes5jgnruHmeEHZvvsh+9vxXmNvS/M551HrU/4OBvzDlBcRkRMsP5klQgwifCO2s0NRzApfHoNeY63nWdj3r+Ran0i/CSRTJGgfkI3IQnG8A7pDUMwK7w/rfiN6RtOAz5gPs7GfPjprQMWjAkSOoeIEMPEBUij54vM9cPe4Lgi9BfsNYFGv+lKr82gK4PBB/b6VZDx3mm6MtlkCHgKfw6QvAYfbMz7N6RedYokRnTWVZCeH5JDXGmC3x9fMOitUwsRsX+vdH8J8JCL1skWqNAZAh7ER/9+4zN4AH7AfJyN+bBTba1c+rx1bCdM5OrluWmIYdLMRbiH9HyQuWnEepkmidih6e/47jcjWUQC0Om6D4M+OuYTJhgCPsoZ2HQ0TkMvgx8wX+Ak7HcAOTkbU3KX1Kthf1gWsesby4niMuIJBOwuFMI5dxyIQwPQ8z+qrZW/ihEK6q8EmRuErin171WO/sO/jAWdRLXPEPBP1s8TZ0PJXfAB84XOq2Gf5ReyADbmHTgvT0Y7OneciOeU3CU938OopCOkGoFUW/Uy5UOgnglMSgn4KUfK2ZBA/qdOfIHzxKl5vrnnMiqOrR2g53MYVUq9TGoUANg+MCcB0yIYAn6KdDQo+9dr/kD45zngCXbZZXnyFeXU2gF6fgc5oGJMGwko8GC/eNkncGiev15zGU6tJlTP58jhy3t77+JKk6JeDjA49gHzcRYveyS7Un3hp/2NuY7thCDqZWo0FsxI0rv/DIGgxeJlf8C5etUz2Zj3N6qt+g/s7fWbOuYTRuiHhXT3tR58fPT3igbUJsCBIeAfSCkZAtbhpOfjLF72RuB5F18jhzAzGVdW6fPy2PFGCxNdazppIZ78ATjM/5kuCbHAEvANpFJKMgR4ZvEyhxQ7tlNIV3YbDtarnsnGvEG4Frjnwkiq00lUl843qFB9ChE73s39LCKVffP1pxDrvf1OMwR8A6l6lnAwpSQRGChhu+9olLQKLz3uAHtyHsniZbfhbC88VFtY8AB++mrD6bxCkHjTNBMZfEAxBTwRK6dlmBb04yikdAGLlzkc6C/oV2m34WC9uueZbMz3wHi4FrgHMI64ebXB8/Vu3oi0kl7BtGA8DkDCHrz0LjvPoI+uCb19852Ht5p6rr9MV678RpO6bOnrvaYr39GEAInf+E6tv753y7Dc+05ahLJzMYubLsPZ3tvjdpa3nQVeuTX3vf17peeIz1zlVtPQ+G4oRRnQqwTDkROQjPgY+DlSZUJz02lCbL9vZqlnUpIy6WwXM4hR1VkHROxsOzUkzSCigUbEKP8sngXHySFi/c2Q7tIJ2HyD2gdnTpOIiAkIlCAywErtQxGGnZuPlN+2RTH02pVzGCEvMHiA/C3lOcQC1UZFffD4ACqwLRqGoCHJMxuH4zaWt7axwIvLnyGzBvgUl9Wl82X5M29CqSJlwFglGI5cQMXlPij5OduTs511OJiinokAFDB2/GCyrwSMDZGeJWC0bwkYG5JmDqZWMar05IDAObtSXXea4jL2to1xFZJBx9Z8h/76MhYIhkxkEL77D2izelnn4AVLiRxGGCKUnZt5nFy3Q7WFiAhalSKHmlkSiL0dRKXJaosGqShwCkz5fdvG8ta2FjjWj3ptNAus/0DXmoApbUCvEgxHU3rAgdhERNYI/8aoK/qWQIiqVZoo2SUYkmba75ueEg6mDIsYmcwYX0FEDDkMjOB5gIyI4jKVEZGFABnQvMDe3n0qZ4L6GBp9WqS/BHiO1bsg37wrTTDDkhjRRCJJMkQSRAXIUdewE7mErrYifGNnedtY4AYFrVmAFzCZjrVKQEdzrjjM7fGT4AOcxg0D/PD5pxCRJsHYjk0kkXH6JYsY0ZoWKcHJPGoAVBXkGnVQZeSwQEmQDSBYizDboqHH8z1gBxsLnOSb2oWxSgAVK+ha2rmB2+ODYAwEEOAAee7Y8QPwTC6ZhBuqrfpv9EPHdjL7Gvv6lStXviOJHe/mB/b29gYHyFoO1mNahLJz9SThJwmeBgLaonEN62/bwsYCDweMVcI6upF2hsPHgJxcCyaQ10CMgUk6u70yBY/8ed8TMVoMAF9dWQiQmbvFNKO+1XobljHCEKHsXP1ENsFCDhOaADajk5iAT08B2qJxB1JdyHI4Pm5jeWsbC5xNCa1BrxJ20B+D1Mch7By+UwsCTyRZZ+gkw8T09dgycpdnTvJOQw7g1U8QUP+BdxFCZLqkVoJh1vFuem0+7JhPEaqBAbVPi1B2bkWqymbaJn+3Re8CaJ1jHter9/cJANqicQtdsV4YH7exvLWlBW7C3DTim2gRepWwhdap8I7sAzAmrJBTuXt7/arvtJEy6DUshS33ZpeVacMyMc3AYcjwnie/0Q7O59CCz1tvA9lW7VoTYv1DCEx3pA4eAQms9++VzoIjZhihRSg797I+YZeIpXp0pUn2FxzbynH0qtbxcTvL29ICZ0EbRrLWoNcAm+hGuG/hGXbmphFB1qzllEEvoXaGkdukLnF6vRvXrE9wkSc/CM0iWMfn2BmOgw98p72syDnVZNhxgIPVavjRWQQv4xDO9nUPjNtZ3hYWuDVDOx9tW07I8Fac09s2ex+2sF62mjLoJei9+c9dIPH4kqvgpc/HtTDg3JH3Xu+2PuG2a1qd7eseGOd6eYcDnR6EDNcUyBzEBCPdr7+A5GDO7d1ipwxSqYAuR+urh93sosUY6a2sT/gDzlWrbsPZvgegMyneAYct6XS/LDyzm9DMlEHaye3ozPj7PRHyINfASZ8H6G19z2V9wmvbmHLn8ka2RDrPOdUWK90PnHnMYkQzUwZpJ9ejdeOdL71GCp7ZVuT6hI+3FbkxH8TaitxrcA4r3e/S5wVUKfWyZqYaMFIB3Y/Wg3D55MkIKXhjm88b89oXcGqer0+4Didi6P8PD2rzeRAavA/AdD/YEg3J7KVIaAAiInoDWuc72PoAIQVPu3fDT/n6vRvumty7wU1zx4l47zkPundDI8UxvXXAlSYj3S+Hid5pwIhmdxipgN6A1hPvn2PPx+Pedg+mRT+/B1N7LJz3YIqGI++D73swveVN92BKpXmlvwRkJF7CHYY362WtmSmDdEOwnoHO9MLhY7HBLENZhn/3Uqy2IoAkJsxh+PjxvRQbg8Aj9RNETDAzMeem4d4AM2WQTgV0E2H5s+k+Pcy5J3K4sPujY35m35/viZypDQKX+XUnpO0bOt0P5CxHtNbMlEHayUvQunGjPXZ9WPPbBsJFDu6MRmBjNFRW50oTtElD/xgZsOlabWGBT176be09aF0bBJ7r1DnVtHZmkpUK6C1oXTsLyHP0QHD8jSLhaYEmQilQLisvUA3QRMB3H5UestLkkOfeO2x4ErpUs41fXO/m/giQvzUoPC3QROg2ZkBkQ7rB8UROD8MfI1MAuxI5LHD6O2R6yDvam9A6XQvABMrfDBam1imIQnGZkENEg952R+9DICK8io/PgfcOG56FzqRKQZcA+Nv/HINqdIZNgSFZL/MH6XsXWudLgZag+Rs+w9ECDQuq0RkWYL+h/2sq696KfZ2tl333N3ymU8MdzsWu+jh3r+vwcQVR7TOhGp1hoXNgEvBMET/+Lb6p9LCGtw4zPs5uLwTJ39RdGoThDP84p/2bNjjMBMrfxp+pNYYvXM/4+d+4kQuaf+NGTQ1XeOentX/TOMl4JpXHQHsjupES4387XjolwtGlVEmAo3UqI8LR6ZoIR+t8WoSj00qEo0u1jABH61RahKNLNRGO1qomwtHpVEaAozOpYQhXbm96eqw5S+Ohe+aO8/z24aYrA52rsxXN/KYbY/77AwilvMeHdjZqLpo7jpPJOxivTjioXNN0OHZgP513ZzS4YSQ1Nl26D9hIazfHyDsN/H63vt98RqBxFR+WtEsjlRZnbCJW3HuEqSbKKD1EfFu7N1RajFFBxIcZN/9TQozvR0T8aVdvv+wJMEoPCW9rV4dKCS8qiHDQ3ZFvCC6+H5EadPnIhtCi9BDytvsTgGoiiwoiPej6SKXFFd+PSA96QOSFFal8Pj+fM6ZLewGZWlo8TcJuH8IzoqZEOFrXhDg6XRPh6Ey+JMDRWikRjk4rEY7WqbQIR+u8ECdTawhwtE4pEY7WqZIIR6drIhzdqJUEOFqrhghHp1MiHK3zaRGOzqREOLpUKwlwtK41RDha10oiHF2riXB0o5YR4GhdK4lwdLomwtG61hDh6EZKhKMbeRGO1rW0CEfrVEaEo1VNhKPTtYwAR+t8Q4Sj0zURjtaphghHN2oiHN1IiXC0TikRjtapjAgno9ICHK3TSoSjda0hwtHplAhHZ/IlAY7WqiHC0emaCEdrlRbhaJ3PiHBKqYYAR+taWoSjda00Uk1p3ME4vOGg8oR3HdgfoWZ800HeftVB0MN+1UhpZJpx7cpAT3tKMUqp0aCGSoaA+VCDEiiZyhBNMJTao0ygI8OH1rPythrmbysjvqillSJDaZU2QsEhxRgCJmY+QNPUh9Jky7D1KRnLbysvwPCE/QwhjvqU6tTEF8oTOp8kyiezj57r2FA29xDFzHVsJyxoXe3w0NS9dUDESPUPkhiBGoUsYkQMU/wLZZ2NQHrb5t+UdbWVMDwAEdCZmy4IBpKICfgCETJdAVBtFYhDsl72ptHJhDF+pcmACCQTEDExkEVEDOn2iYDa19XQs9unIQ6eRS6idXVRoJDEApy+uNzbQeqT0HNXrrbqZUipnKz/r9ZKk6qDVpqGHCbcTYqaWStN8l/F0Kvbn5sG/K19wwNouIDUSCw5soVQXE7opLp0vk0nNKlMErkEHKiXk4iICeAX0u3/xXK1lai2El6AziKSKi+L9VuRLCaqJy1U+1BDGx5ktJBgbjpB6o9k/ZYyRtGQgazaJ2AETErGe895eTLgpvPyI7ZUW5FqCxGxYAW6MslhvSxsqbZWmnPToNogT5usf4iFuUnWQGJueqVJLAyrgmFCNFw9IGry68CuPniENnYH3qgPHphGJKMRkXTeRCyQ7YscotqfmyYyWrTCTFcT43nyn3jE3DSqfTY5XGkKZ4pv7ReXC6bXuIloQK58cbleri72ToPq8g0xIqShc2j/zf9qRUBnbrogQkhaesJkvQyvevMclkEObTKide5osSlIBorLEU0udbMGvOrNizpaU+1SuI7UiClJ9YZ6g+TKJXRSDY6nVse7eQpxpVktlYnEyuo0uN4NCxDGVW9Edl/nEAuGQf3NhDYuLnM7yZWm1gIDRAYIIwEvb4NhPF2h2ioAGFe9Edn95EozV/8QUZ2ofcPM7egsYv1/UcxNF0QD9bJOAoBC9l+TgWS9TLnkVK9BkUvAGdTLIL22TEl/CC9sz6l9f869GUEGEbHAJgdJIiJgbvrl6YTYzJNPwg2AassyzG2FMuOqt/4SCLmVZhIADgh4DgJiYG4a67coEllcaTIxLn8z67yJ1OtVW9jxRui5A1RbId2+MITjKC4ntPbn0SPqJLHgtSQjojSHNsV4IjuALCJLRMtgv4aDeymKNKym29jIwqHbgS92OQjQTo1BFjECrnfT1cWfwZWfAal/K02gU11sghZ1qov9JYBWbDFhkIuAS+Q0lC0uq31h2amxO9QzgcZsI1pXf1InVy593oyOwX8AN2KrthJz04VkQg8+0NTAc3mlSV0k97f2i10O4vJeimzg9W4FeDMmaj+AopTQOrnyArgpUxI0Yg3VchgBslcSTo4WbMDr3TRNtYW4QvEzEfI4CNxsyBUo4+8lsrmIMAVe78YgF2F2VshjqxAy2VzH1uxTvGHIQmMBOlpnMQGudyszO59ZbBIdQwPciA2SIwrJBBiHWICyWcSIwBztWGQtXfAqnCm+tS/A0VoLVGpCght5V4Zoo7bpzrjh94yUx2gB6Fo+D4dS+VSNDNWMx9EyKUMnRUxqDB9DEAzVWD4pysQYon2AI/EJy9v6ONhHDMeo/4z6z6j/jPrPKHx86xmkHRHc8TsGd14U3RHCYUyMxxg=)

- [Usage](https://docs.qualcomm.com/doc/80-99100-3/topic/model-configurator-usage.html)
- [Supported model types](https://docs.qualcomm.com/doc/80-99100-3/topic/model-configurator-supported-model-types.html)
- [Search space parameters](https://docs.qualcomm.com/doc/80-99100-3/topic/model-configurator-search-space-parameters.html)
- [Optimized search results](https://docs.qualcomm.com/doc/80-99100-3/topic/ssp_optimized_search_results.html)
- [Input file options](https://docs.qualcomm.com/doc/80-99100-3/topic/model-configurator-input-file-options.html)
- [Quantization options](https://docs.qualcomm.com/doc/80-99100-3/topic/model-configurator-quantization-options.html)
- [Other options](https://docs.qualcomm.com/doc/80-99100-3/topic/model-configurator-other-options.html)
- [Debug issues](https://docs.qualcomm.com/doc/80-99100-3/topic/model-configurator-debug-issues.html)
- [Example configuration files](https://docs.qualcomm.com/doc/80-99100-3/topic/model-configurator-example-config-files.html)
- [Example run and img2raw usage for a ResNet-50 model](https://docs.qualcomm.com/doc/80-99100-3/topic/example-run-and-img2raw-usage-for-a-resnet-50-model.html)

Last Published: Aug 25, 2026

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