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MobileNet V1 1.0 224 on Intel NCS and NCS2
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$ ./classification_sample -d MYRIAD -i /hack/freedom/intel/computer_vision_sdk/deployment_tools/demo/../demo/car.png -m /hack/freedom/intel/computer_vision_sdk/deployment_tools/model_optimizer/mobilenet_v1_1.0_224_frozen.xml -pc | |
[ INFO ] InferenceEngine: | |
API version ............ 1.4 | |
Build .................. 17328 | |
[ INFO ] Parsing input parameters | |
[ INFO ] Files were added: 1 | |
[ INFO ] /hack/freedom/intel/computer_vision_sdk/deployment_tools/demo/../demo/car.png | |
[ INFO ] Loading plugin | |
API version ............ 1.4 | |
Build .................. 17328 | |
Description ....... myriadPlugin | |
[ INFO ] Loading network files: | |
/hack/freedom/intel/computer_vision_sdk/deployment_tools/model_optimizer/mobilenet_v1_1.0_224_frozen.xml | |
/hack/freedom/intel/computer_vision_sdk/deployment_tools/model_optimizer/mobilenet_v1_1.0_224_frozen.bin | |
[ INFO ] Preparing input blobs | |
[ WARNING ] Image is resized from (787, 259) to (224, 224) | |
[ INFO ] Batch size is 1 | |
[ INFO ] Preparing output blobs | |
[ INFO ] Loading model to the plugin | |
[ INFO ] Starting inference (1 iterations) | |
[ INFO ] Processing output blobs | |
Top 10 results: | |
Image /hack/freedom/intel/computer_vision_sdk/deployment_tools/demo/../demo/car.png | |
490 0.7998047 label #490 | |
617 0.1368408 label #617 | |
696 0.0189667 label #696 | |
563 0.0072556 label #563 | |
508 0.0056534 label #508 | |
425 0.0036278 label #425 | |
546 0.0032463 label #546 | |
972 0.0023708 label #972 | |
791 0.0021858 label #791 | |
729 0.0020370 label #729 | |
total inference time: 48.4886095 | |
Average running time of one iteration: 48.4886095 ms | |
Throughput: 20.6234002 FPS | |
performance counts: | |
MobilenetV1/Logits/AvgPool... EXECUTED layerType: Pooling realTime: 64 cpu: 64 execType: Global pooling: Average | |
MobilenetV1/Logits/Conv2d_... EXECUTED layerType: Convolution realTime: 834 cpu: 834 execType: FullyConnected | |
MobilenetV1/Logits/Conv2d_... EXECUTED layerType: Convolution realTime: 43 cpu: 43 execType: Bias | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 931 cpu: 931 execType: Convolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 434 cpu: 434 execType: Bias | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 416 cpu: 416 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 130 cpu: 130 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 306 cpu: 306 execType: DepthConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 129 cpu: 129 execType: Bias | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 2101 cpu: 2101 execType: Convolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 128 cpu: 128 execType: Bias | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 127 cpu: 127 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 127 cpu: 127 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 307 cpu: 307 execType: DepthConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 127 cpu: 127 execType: Bias | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 2105 cpu: 2105 execType: Convolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 129 cpu: 129 execType: Bias | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 129 cpu: 129 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 65 cpu: 65 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 203 cpu: 203 execType: DepthConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 63 cpu: 63 execType: Bias | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 1328 cpu: 1328 execType: Convolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 83 cpu: 83 execType: Bias | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 74 cpu: 74 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 76 cpu: 76 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 239 cpu: 239 execType: DepthConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 85 cpu: 85 execType: Bias | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 2750 cpu: 2750 execType: Convolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 85 cpu: 85 execType: Bias | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 76 cpu: 76 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 415 cpu: 415 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 927 cpu: 927 execType: DepthConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 429 cpu: 429 execType: Bias | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 1022 cpu: 1022 execType: Convolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 823 cpu: 823 execType: Bias | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 817 cpu: 817 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 226 cpu: 226 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 830 cpu: 830 execType: DepthConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 228 cpu: 228 execType: Bias | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 971 cpu: 971 execType: Convolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 425 cpu: 425 execType: Bias | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 416 cpu: 416 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 420 cpu: 420 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 914 cpu: 914 execType: DepthConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 425 cpu: 425 execType: Bias | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 1833 cpu: 1833 execType: Convolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 425 cpu: 425 execType: Bias | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 416 cpu: 416 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 130 cpu: 130 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 456 cpu: 456 execType: DepthConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 127 cpu: 127 execType: Bias | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 1100 cpu: 1100 execType: Convolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 230 cpu: 230 execType: Bias | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 223 cpu: 223 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 223 cpu: 223 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 498 cpu: 498 execType: DepthConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 227 cpu: 227 execType: Bias | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 2107 cpu: 2107 execType: Convolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 228 cpu: 228 execType: Bias | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 224 cpu: 224 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 76 cpu: 76 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 281 cpu: 281 execType: DepthConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 81 cpu: 81 execType: Bias | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 1099 cpu: 1099 execType: Convolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 129 cpu: 129 execType: Bias | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 128 cpu: 128 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 128 cpu: 128 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 307 cpu: 307 execType: DepthConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 141 cpu: 141 execType: Bias | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 2102 cpu: 2102 execType: Convolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 128 cpu: 128 execType: Bias | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 127 cpu: 127 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 128 cpu: 128 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 306 cpu: 306 execType: DepthConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 127 cpu: 127 execType: Bias | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 2104 cpu: 2104 execType: Convolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 128 cpu: 128 execType: Bias | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 127 cpu: 127 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 130 cpu: 130 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 307 cpu: 307 execType: DepthConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 128 cpu: 128 execType: Bias | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 2102 cpu: 2102 execType: Convolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 129 cpu: 129 execType: Bias | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 129 cpu: 129 execType: Clamp | |
MobilenetV1/Predictions/Re... OPTIMIZED_OUT layerType: Reshape realTime: 0 cpu: 0 execType: Reshape | |
MobilenetV1/Predictions/Re... EXECUTED layerType: Reshape realTime: 23 cpu: 23 execType: Reshape | |
MobilenetV1/Predictions/Re... EXECUTED layerType: ConvertFP16FP32 realTime: 38 cpu: 38 execType: ConvertFP16FP32 | |
MobilenetV1/Predictions/So... EXECUTED layerType: SoftMax realTime: 36 cpu: 36 execType: SoftMax | |
Receive-Tensor EXECUTED layerType: Receive-Tensor realTime: 0 cpu: 0 execType: Receive-Tensor | |
input@FP16 EXECUTED layerType: ConvertU8FP16 realTime: 154 cpu: 154 execType: ConvertU8FP16 | |
Total time: 42252 microseconds | |
[ INFO ] Execution successful | |
$ ./classification_sample -d MYRIAD -i /hack/freedom/intel/computer_vision_sdk/deployment_tools/demo/../demo/car.png -m /hack/freedom/intel/computter_vision_sdk/deployment_tools/model_optimizer/mobilenet_v1_1.0_224_frozen.xml -pc | |
[ INFO ] InferenceEngine: | |
API version ............ 1.4 | |
Build .................. 17328 | |
[ INFO ] Parsing input parameters | |
[ INFO ] Files were added: 1 | |
[ INFO ] /hack/freedom/intel/computer_vision_sdk/deployment_tools/demo/../demo/car.png | |
[ INFO ] Loading plugin | |
API version ............ 1.4 | |
Build .................. 17328 | |
Description ....... myriadPlugin | |
[ INFO ] Loading network files: | |
/hack/freedom/intel/computer_vision_sdk/deployment_tools/model_optimizer/mobilenet_v1_1.0_224_frozen.xml | |
/hack/freedom/intel/computer_vision_sdk/deployment_tools/model_optimizer/mobilenet_v1_1.0_224_frozen.bin | |
[ INFO ] Preparing input blobs | |
[ WARNING ] Image is resized from (787, 259) to (224, 224) | |
[ INFO ] Batch size is 1 | |
[ INFO ] Preparing output blobs | |
[ INFO ] Loading model to the plugin | |
[ INFO ] Starting inference (1 iterations) | |
[ INFO ] Processing output blobs | |
Top 10 results: | |
Image /hack/freedom/intel/computer_vision_sdk/deployment_tools/demo/../demo/car.png | |
490 0.8081055 label #490 | |
617 0.1278076 label #617 | |
696 0.0205536 label #696 | |
563 0.0069427 label #563 | |
508 0.0052376 label #508 | |
546 0.0035763 label #546 | |
425 0.0034618 label #425 | |
972 0.0022564 label #972 | |
729 0.0022202 label #729 | |
791 0.0020370 label #791 | |
total inference time: 38.8660915 | |
Average running time of one iteration: 38.8660915 ms | |
Throughput: 25.7293687 FPS | |
performance counts: | |
MobilenetV1/Logits/AvgPool... EXECUTED layerType: Pooling realTime: 45 cpu: 45 execType: MyriadXHwPooling | |
MobilenetV1/Logits/Conv2d_... EXECUTED layerType: Convolution realTime: 266 cpu: 266 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 79 cpu: 79 execType: CopyMakeBorderCHW | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 623 cpu: 623 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 594 cpu: 594 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 299 cpu: 299 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 114 cpu: 114 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... OPTIMIZED_OUT layerType: Convolution realTime: 0 cpu: 0 execType: Convolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 76 cpu: 76 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 74 cpu: 74 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 75 cpu: 75 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 75 cpu: 75 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 74 cpu: 74 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 74 cpu: 74 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 74 cpu: 74 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 75 cpu: 75 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 443 cpu: 443 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 113 cpu: 113 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 114 cpu: 114 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... OPTIMIZED_OUT layerType: Convolution realTime: 0 cpu: 0 execType: Convolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 75 cpu: 75 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 75 cpu: 75 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 74 cpu: 74 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 74 cpu: 74 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 74 cpu: 74 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 74 cpu: 74 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 74 cpu: 74 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 75 cpu: 75 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 443 cpu: 443 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 149 cpu: 149 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 71 cpu: 71 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... OPTIMIZED_OUT layerType: Convolution realTime: 0 cpu: 0 execType: Convolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution + injected[Convolution] realTime: 282 cpu: 282 execType: MyriadXHwConvolution + injected[CopyMakeBorderCHW] | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 254 cpu: 254 execType: CopyMakeBorderCHW | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution + injected[Convolution] realTime: 281 cpu: 281 execType: MyriadXHwConvolution + injected[CopyMakeBorderCHW] | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution + injected[Convolution] realTime: 281 cpu: 281 execType: MyriadXHwConvolution + injected[CopyMakeBorderCHW] | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution + injected[Convolution] realTime: 281 cpu: 281 execType: MyriadXHwConvolution + injected[CopyMakeBorderCHW] | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution + injected[Convolution] realTime: 281 cpu: 281 execType: MyriadXHwConvolution + injected[CopyMakeBorderCHW] | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution + injected[Convolution] realTime: 281 cpu: 281 execType: MyriadXHwConvolution + injected[CopyMakeBorderCHW] | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution + injected[Convolution] realTime: 282 cpu: 282 execType: MyriadXHwConvolution + injected[CopyMakeBorderCHW] | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 37 cpu: 37 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 316 cpu: 316 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 84 cpu: 84 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 84 cpu: 84 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... OPTIMIZED_OUT layerType: Convolution realTime: 0 cpu: 0 execType: Convolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 32 cpu: 32 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 32 cpu: 32 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 32 cpu: 32 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 33 cpu: 33 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 32 cpu: 32 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 33 cpu: 33 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 32 cpu: 32 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 33 cpu: 33 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 32 cpu: 32 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 33 cpu: 33 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 32 cpu: 32 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 32 cpu: 32 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 33 cpu: 33 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 33 cpu: 33 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 33 cpu: 33 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 33 cpu: 33 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 631 cpu: 631 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 84 cpu: 84 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 275 cpu: 275 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... OPTIMIZED_OUT layerType: Convolution realTime: 0 cpu: 0 execType: Convolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 997 cpu: 997 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 997 cpu: 997 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 496 cpu: 496 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 496 cpu: 496 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 496 cpu: 496 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 496 cpu: 496 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 511 cpu: 511 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 144 cpu: 144 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... OPTIMIZED_OUT layerType: Convolution realTime: 0 cpu: 0 execType: Convolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 926 cpu: 926 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 923 cpu: 923 execType: CopyMakeBorderCHW | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 502 cpu: 502 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 512 cpu: 512 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 274 cpu: 274 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 274 cpu: 274 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... OPTIMIZED_OUT layerType: Convolution realTime: 0 cpu: 0 execType: Convolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 912 cpu: 912 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 911 cpu: 911 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 551 cpu: 551 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 548 cpu: 548 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 274 cpu: 274 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 135 cpu: 135 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... OPTIMIZED_OUT layerType: Convolution realTime: 0 cpu: 0 execType: Convolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution + injected[Convolution] realTime: 473 cpu: 473 execType: MyriadXHwConvolution + injected[CopyMakeBorderCHW] | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 316 cpu: 316 execType: CopyMakeBorderCHW | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 260 cpu: 260 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 479 cpu: 479 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 95 cpu: 95 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 268 cpu: 268 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 271 cpu: 271 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... OPTIMIZED_OUT layerType: Convolution realTime: 0 cpu: 0 execType: Convolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 249 cpu: 249 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 247 cpu: 247 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 246 cpu: 246 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 246 cpu: 246 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 550 cpu: 550 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 119 cpu: 119 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 267 cpu: 267 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 100 cpu: 100 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... OPTIMIZED_OUT layerType: Convolution realTime: 0 cpu: 0 execType: Convolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution + injected[Convolution] realTime: 300 cpu: 300 execType: MyriadXHwConvolution + injected[CopyMakeBorderCHW] | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 265 cpu: 265 execType: CopyMakeBorderCHW | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution + injected[Convolution] realTime: 296 cpu: 296 execType: MyriadXHwConvolution + injected[CopyMakeBorderCHW] | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution + injected[Convolution] realTime: 297 cpu: 297 execType: MyriadXHwConvolution + injected[CopyMakeBorderCHW] | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 86 cpu: 86 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 428 cpu: 428 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 124 cpu: 124 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 115 cpu: 115 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... OPTIMIZED_OUT layerType: Convolution realTime: 0 cpu: 0 execType: Convolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 75 cpu: 75 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 74 cpu: 74 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 75 cpu: 75 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 74 cpu: 74 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 74 cpu: 74 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 74 cpu: 74 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 74 cpu: 74 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 74 cpu: 74 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 443 cpu: 443 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 113 cpu: 113 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 119 cpu: 119 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... OPTIMIZED_OUT layerType: Convolution realTime: 0 cpu: 0 execType: Convolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 74 cpu: 74 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 74 cpu: 74 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 74 cpu: 74 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 74 cpu: 74 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 74 cpu: 74 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 74 cpu: 74 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 75 cpu: 75 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 74 cpu: 74 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 444 cpu: 444 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 113 cpu: 113 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 114 cpu: 114 execType: Clamp | |
MobilenetV1/MobilenetV1/Co... OPTIMIZED_OUT layerType: Convolution realTime: 0 cpu: 0 execType: Convolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 75 cpu: 75 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 74 cpu: 74 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 75 cpu: 75 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 74 cpu: 74 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 75 cpu: 75 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 74 cpu: 74 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 75 cpu: 75 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 74 cpu: 74 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Convolution realTime: 443 cpu: 443 execType: MyriadXHwConvolution | |
MobilenetV1/MobilenetV1/Co... EXECUTED layerType: Clamp realTime: 113 cpu: 113 execType: Clamp | |
MobilenetV1/Predictions/Re... OPTIMIZED_OUT layerType: Reshape realTime: 0 cpu: 0 execType: Reshape | |
MobilenetV1/Predictions/Re... OPTIMIZED_OUT layerType: Reshape realTime: 0 cpu: 0 execType: Reshape | |
MobilenetV1/Predictions/Re... EXECUTED layerType: ConvertFP16FP32 realTime: 31 cpu: 31 execType: ConvertFP16FP32 | |
MobilenetV1/Predictions/So... EXECUTED layerType: SoftMax realTime: 85 cpu: 85 execType: SoftMax | |
Receive-Tensor EXECUTED layerType: Receive-Tensor realTime: 0 cpu: 0 execType: Receive-Tensor | |
input@FP16 EXECUTED layerType: ConvertU8FP16 realTime: 224 cpu: 224 execType: ConvertU8FP16 | |
Total time: 30296 microseconds | |
[ INFO ] Execution successful |
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