/usr/src/tensorrt/bin/trtexec --onnx=model_small.onnx &&&& RUNNING TensorRT.trtexec [TensorRT v8401] # /usr/src/tensorrt/bin/trtexec --onnx=model_small.onnx [07/12/2022-09:35:10] [I] === Model Options === [07/12/2022-09:35:10] [I] Format: ONNX [07/12/2022-09:35:10] [I] Model: model_small.onnx [07/12/2022-09:35:10] [I] Output: [07/12/2022-09:35:10] [I] === Build Options === [07/12/2022-09:35:10] [I] Max batch: explicit batch [07/12/2022-09:35:10] [I] Memory Pools: workspace: default, dlaSRAM: default, dlaLocalDRAM: default, dlaGlobalDRAM: default [07/12/2022-09:35:10] [I] minTiming: 1 [07/12/2022-09:35:10] [I] avgTiming: 8 [07/12/2022-09:35:10] [I] Precision: FP32 [07/12/2022-09:35:10] [I] LayerPrecisions: [07/12/2022-09:35:10] [I] Calibration: [07/12/2022-09:35:10] [I] Refit: Disabled [07/12/2022-09:35:10] [I] Sparsity: Disabled [07/12/2022-09:35:10] [I] Safe mode: Disabled [07/12/2022-09:35:10] [I] DirectIO mode: Disabled [07/12/2022-09:35:10] [I] Restricted mode: Disabled [07/12/2022-09:35:10] [I] Build only: Disabled [07/12/2022-09:35:10] [I] Save engine: [07/12/2022-09:35:10] [I] Load engine: [07/12/2022-09:35:10] [I] Profiling verbosity: 0 [07/12/2022-09:35:10] [I] Tactic sources: Using default tactic sources [07/12/2022-09:35:10] [I] timingCacheMode: local [07/12/2022-09:35:10] [I] timingCacheFile: [07/12/2022-09:35:10] [I] Input(s)s format: fp32:CHW [07/12/2022-09:35:10] [I] Output(s)s format: fp32:CHW [07/12/2022-09:35:10] [I] Input build shapes: model [07/12/2022-09:35:10] [I] Input calibration shapes: model [07/12/2022-09:35:10] [I] === System Options === [07/12/2022-09:35:10] [I] Device: 0 [07/12/2022-09:35:10] [I] DLACore: [07/12/2022-09:35:10] [I] Plugins: [07/12/2022-09:35:10] [I] === Inference Options === [07/12/2022-09:35:10] [I] Batch: Explicit [07/12/2022-09:35:10] [I] Input inference shapes: model [07/12/2022-09:35:10] [I] Iterations: 10 [07/12/2022-09:35:10] [I] Duration: 3s (+ 200ms warm up) [07/12/2022-09:35:10] [I] Sleep time: 0ms [07/12/2022-09:35:10] [I] Idle time: 0ms [07/12/2022-09:35:10] [I] Streams: 1 [07/12/2022-09:35:10] [I] ExposeDMA: Disabled [07/12/2022-09:35:10] [I] Data transfers: Enabled [07/12/2022-09:35:10] [I] Spin-wait: Disabled [07/12/2022-09:35:10] [I] Multithreading: Disabled [07/12/2022-09:35:10] [I] CUDA Graph: Disabled [07/12/2022-09:35:10] [I] Separate profiling: Disabled [07/12/2022-09:35:10] [I] Time Deserialize: Disabled [07/12/2022-09:35:10] [I] Time Refit: Disabled [07/12/2022-09:35:10] [I] Inputs: [07/12/2022-09:35:10] [I] === Reporting Options === [07/12/2022-09:35:10] [I] Verbose: Disabled [07/12/2022-09:35:10] [I] Averages: 10 inferences [07/12/2022-09:35:10] [I] Percentile: 99 [07/12/2022-09:35:10] [I] Dump refittable layers:Disabled [07/12/2022-09:35:10] [I] Dump output: Disabled [07/12/2022-09:35:10] [I] Profile: Disabled [07/12/2022-09:35:10] [I] Export timing to JSON file: [07/12/2022-09:35:10] [I] Export output to JSON file: [07/12/2022-09:35:10] [I] Export profile to JSON file: [07/12/2022-09:35:10] [I] [07/12/2022-09:35:12] [I] === Device Information === [07/12/2022-09:35:12] [I] Selected Device: NVIDIA GeForce RTX 2060 with Max-Q Design [07/12/2022-09:35:12] [I] Compute Capability: 7.5 [07/12/2022-09:35:12] [I] SMs: 30 [07/12/2022-09:35:12] [I] Compute Clock Rate: 1.185 GHz [07/12/2022-09:35:12] [I] Device Global Memory: 5934 MiB [07/12/2022-09:35:12] [I] Shared Memory per SM: 64 KiB [07/12/2022-09:35:12] [I] Memory Bus Width: 192 bits (ECC disabled) [07/12/2022-09:35:12] [I] Memory Clock Rate: 5.501 GHz [07/12/2022-09:35:12] [I] [07/12/2022-09:35:12] [I] TensorRT version: 8.4.1 [07/12/2022-09:35:12] [I] [TRT] [MemUsageChange] Init CUDA: CPU +311, GPU +0, now: CPU 319, GPU 228 (MiB) [07/12/2022-09:35:13] [I] [TRT] [MemUsageChange] Init builder kernel library: CPU +206, GPU +68, now: CPU 544, GPU 296 (MiB) [07/12/2022-09:35:13] [I] Start parsing network model [07/12/2022-09:35:13] [I] [TRT] ---------------------------------------------------------------- [07/12/2022-09:35:13] [I] [TRT] Input filename: model_small.onnx [07/12/2022-09:35:13] [I] [TRT] ONNX IR version: 0.0.6 [07/12/2022-09:35:13] [I] [TRT] Opset version: 11 [07/12/2022-09:35:13] [I] [TRT] Producer name: pytorch [07/12/2022-09:35:13] [I] [TRT] Producer version: 1.11.0 [07/12/2022-09:35:13] [I] [TRT] Domain: [07/12/2022-09:35:13] [I] [TRT] Model version: 0 [07/12/2022-09:35:13] [I] [TRT] Doc string: [07/12/2022-09:35:13] [I] [TRT] ---------------------------------------------------------------- [07/12/2022-09:35:13] [W] [TRT] onnx2trt_utils.cpp:369: Your ONNX model has been generated with INT64 weights, while TensorRT does not natively support INT64. Attempting to cast down to INT32. [07/12/2022-09:35:13] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:13] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:13] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:13] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:13] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:13] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:13] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:13] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:13] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:13] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:13] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:13] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:13] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:13] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:14] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:14] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:14] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:14] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:14] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:14] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:14] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:14] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:14] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:14] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:14] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:14] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:15] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:15] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:15] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:15] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:15] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:15] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:15] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:15] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:15] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:16] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:16] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:16] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:16] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:16] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:16] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:16] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:16] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:16] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:16] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:16] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:17] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:17] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:17] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:17] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:17] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:17] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:17] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:17] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:17] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:18] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:18] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:18] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:18] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:18] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:18] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:19] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:19] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:19] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:19] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:19] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:19] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:19] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:19] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:19] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:20] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:20] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:20] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:20] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:20] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:20] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:21] [W] [TRT] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped [07/12/2022-09:35:21] [I] [TRT] No importer registered for op: Mod. Attempting to import as plugin. [07/12/2022-09:35:21] [I] [TRT] Searching for plugin: Mod, plugin_version: 1, plugin_namespace: [07/12/2022-09:35:21] [E] [TRT] ModelImporter.cpp:773: While parsing node number 2495 [Mod -> "onnx::Sub_4014"]: [07/12/2022-09:35:21] [E] [TRT] ModelImporter.cpp:774: --- Begin node --- [07/12/2022-09:35:21] [E] [TRT] ModelImporter.cpp:775: input: "onnx::Mod_4012" input: "onnx::Mod_4013" output: "onnx::Sub_4014" name: "Mod_2495" op_type: "Mod" attribute { name: "fmod" i: 0 type: INT } [07/12/2022-09:35:21] [E] [TRT] ModelImporter.cpp:776: --- End node --- [07/12/2022-09:35:21] [E] [TRT] ModelImporter.cpp:779: ERROR: builtin_op_importers.cpp:4890 In function importFallbackPluginImporter: [8] Assertion failed: creator && "Plugin not found, are the plugin name, version, and namespace correct?" [07/12/2022-09:35:21] [E] Failed to parse onnx file [07/12/2022-09:35:21] [I] Finish parsing network model [07/12/2022-09:35:21] [E] Parsing model failed [07/12/2022-09:35:21] [E] Failed to create engine from model or file. [07/12/2022-09:35:21] [E] Engine set up failed &&&& FAILED TensorRT.trtexec [TensorRT v8401] # /usr/src/tensorrt/bin/trtexec --onnx=model_small.onnx