Changes

MISC-TN-010: Using NXP eIQ Machine Learning Development Environment with Mito8M SoM

94,325 bytes added, 08:56, 30 January 2020

→‎Configuring the target

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~~This processor is capable of running either at 800 MHz or 1.3 GHz. The tests were performed at either frequencies in order to determine how the it affects the RAM bandwidth.~~

~~The following table details the characteristics of the SDRAM bank connected to the SoC.~~

~~{| class~~=~~"wikitable"~~|+~~! rowspan~~=~~"2" |Subsystem! rowspan~~Running TensorFlow and TensorFlow Lite examples=~~"2" |Feature!Platform~~|-~~!Mito8M~~|-~~| rowspan~~=~~"6" |SoC|SoC|NXP i.MX8M Quad~~|-~~|ARM core(s)|4 x Cortex A53~~|To verify that the root file system was generated properly, a couple of ready-~~|ARM core frequency[MHz]|800 or 1300~~|to-~~|L1 cache (D)[kB]|32~~|-~~|L1 cache (I)[kB]|32~~|-~~|L2 cache[MB]~~|1|-~~| rowspan="6" |SDRAM|Type|LPDDR4~~|-~~|Frequency[MHz]|1600~~|-~~|Bus witdth[bit]|32~~|-~~|Theoretical bandwidth[Gb/s]|102.4~~|-~~|Theoretical bandwidth[GB/s]|12~~use examples were run.8|-~~|Size[MB]|3072~~|}Again, to execute them, please follow the procedure described in

The first one makes use of TensorFlow:<pre class="board-terminal">root@imx8qmmek:~/devel/tensorflow# ls -latotal 101424drwxr-xr-x 2 root root 4096 Jan 30 2020 .drwxr-xr-x 4 root root 4096 Jan 28 16:23 ..-r--r----- 1 root root 11416 Nov 18 2015 LICENSE-r--r----- 1 root root 10492 Nov 18 2015 imagenet_comp_graph_label_strings.txt-rw-r--r-- 1 root root 49937555 Nov 18 2015 inception5h.zip-rw-r----- 1 root root 53884595 Nov 18 2015 tensorflow_inception_graph.pbroot@imx8qmmek:~/devel/tensorflow# /usr/bin/tensorflow-1.12.0/examples/benchmark --graph=tensorflow_inception_graph.pb --max_num_runs=~~Software configuration~~102020-01-28 18:14:36.032984: I tensorflow/tools/benchmark/benchmark_model.cc:469] Graph: [tensorflow_inception_graph.pb]2020-01-28 18:14:36.035799: I tensorflow/tools/benchmark/benchmark_model.cc:470] Init ops:2020-01-28 18:14:36.035917: I tensorflow/tools/benchmark/benchmark_model.cc:471] Input layers: [input:0]2020-01-28 18:14:36.036025: I tensorflow/tools/benchmark/benchmark_model.cc:472] Input shapes: [1,224,224,3]2020-01-28 18:14:36.036130: I tensorflow/tools/benchmark/benchmark_model.cc:473] Input types: [float]2020-01-28 18:14:36.036447: I tensorflow/tools/benchmark/benchmark_model.cc:474] Output layers: [output:0]2020-01-28 18:14:36.036501: I tensorflow/tools/benchmark/benchmark_model.cc:475] Target layers: []2020-01-28 18:14:36.036584: I tensorflow/tools/benchmark/benchmark_model.cc:476] Num runs: [10]2020-01-28 18:14:36.036635: I tensorflow/tools/benchmark/benchmark_model.cc:477] Inter-inference delay (seconds): [-1.0]2020-01-28 18:14:36.036746: I tensorflow/tools/benchmark/benchmark_model.cc:478] Inter-benchmark delay (seconds): [-1.0]2020-01-28 18:14:36.036798: I tensorflow/tools/benchmark/benchmark_model.cc:480] Num threads: [-1]2020-01-28 18:14:36.036901: I tensorflow/tools/benchmark/benchmark_model.cc:481] Benchmark name: []2020-01-28 18:14:36.037007: I tensorflow/tools/benchmark/benchmark_model.cc:482] Output prefix: []2020-01-28 18:14:36.037114: I tensorflow/tools/benchmark/benchmark_model.cc:483] Show sizes: [0]2020-01-28 18:14:36.037163: I tensorflow/tools/benchmark/benchmark_model.cc:484] Warmup runs: [1]2020-01-28 18:14:36.037267: I tensorflow/tools/benchmark/benchmark_model.cc:251] Loading TensorFlow.2020-01-28 18:14:36.040333: I tensorflow/tools/benchmark/benchmark_model.cc:258] Got config, 0 devices2020-01-28 18:14:41.063077: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT64 } } }') for unknown op: MutableDenseHashTableV22020-01-28 18:14:41.063328: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: MutableDenseHashTableV22020-01-28 18:14:41.063422: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: MutableDenseHashTableV22020-01-28 18:14:41.063510: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: MutableDenseHashTableV22020-01-28 18:14:41.063598: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_BOOL } } }') for unknown op: MutableDenseHashTableV22020-01-28 18:14:41.063685: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_VARIANT } } }') for unknown op: MutableDenseHashTableV22020-01-28 18:14:41.063770: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT64 } } }') for unknown op: MutableDenseHashTableV22020-01-28 18:14:41.063984: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: MutableDenseHashTableV22020-01-28 18:14:41.064125: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: MutableDenseHashTableV22020-01-28 18:14:41.064251: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: MutableDenseHashTableV22020-01-28 18:14:41.064339: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_BOOL } } }') for unknown op: MutableDenseHashTableV22020-01-28 18:14:41.064426: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: MutableDenseHashTableV22020-01-28 18:14:41.064566: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: MutableDenseHashTableV22020-01-28 18:14:41.064706: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: MutableDenseHashTableV22020-01-28 18:14:41.064852: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT64 } } }') for unknown op: MutableDenseHashTable2020-01-28 18:14:41.064995: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: MutableDenseHashTable2020-01-28 18:14:41.065138: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: MutableDenseHashTable2020-01-28 18:14:41.065281: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: MutableDenseHashTable2020-01-28 18:14:41.065424: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_BOOL } } }') for unknown op: MutableDenseHashTable2020-01-28 18:14:41.065566: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_VARIANT } } }') for unknown op: MutableDenseHashTable2020-01-28 18:14:41.065708: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT64 } } }') for unknown op: MutableDenseHashTable2020-01-28 18:14:41.065849: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: MutableDenseHashTable2020-01-28 18:14:41.065993: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: MutableDenseHashTable2020-01-28 18:14:41.066133: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: MutableDenseHashTable2020-01-28 18:14:41.066276: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_BOOL } } }') for unknown op: MutableDenseHashTable2020-01-28 18:14:41.066419: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: MutableDenseHashTable2020-01-28 18:14:41.066560: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: MutableDenseHashTable2020-01-28 18:14:41.066702: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: MutableDenseHashTable2020-01-28 18:14:41.066849: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensorsV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT64 } } }') for unknown op: MutableHashTableOfTensorsV22020-01-28 18:14:41.066992: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensorsV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: MutableHashTableOfTensorsV22020-01-28 18:14:41.067135: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensorsV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: MutableHashTableOfTensorsV22020-01-28 18:14:41.067280: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensorsV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: MutableHashTableOfTensorsV22020-01-28 18:14:41.067425: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensorsV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_BOOL } } }') for unknown op: MutableHashTableOfTensorsV22020-01-28 18:14:41.067567: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensorsV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_STRING } } }') for unknown op: MutableHashTableOfTensorsV22020-01-28 18:14:41.067709: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensorsV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT64 } } }') for unknown op: MutableHashTableOfTensorsV22020-01-28 18:14:41.067855: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensorsV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: MutableHashTableOfTensorsV22020-01-28 18:14:41.067998: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensorsV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: MutableHashTableOfTensorsV22020-01-28 18:14:41.068141: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensorsV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: MutableHashTableOfTensorsV22020-01-28 18:14:41.068410: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensorsV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: MutableHashTableOfTensorsV22020-01-28 18:14:41.068556: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensorsV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: MutableHashTableOfTensorsV22020-01-28 18:14:41.068698: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensorsV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: MutableHashTableOfTensorsV22020-01-28 18:14:41.068844: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensors" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT64 } } }') for unknown op: MutableHashTableOfTensors2020-01-28 18:14:41.068987: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensors" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: MutableHashTableOfTensors2020-01-28 18:14:41.069133: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensors" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: MutableHashTableOfTensors2020-01-28 18:14:41.069274: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensors" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: MutableHashTableOfTensors2020-01-28 18:14:41.069422: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensors" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_BOOL } } }') for unknown op: MutableHashTableOfTensors2020-01-28 18:14:41.069563: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensors" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_STRING } } }') for unknown op: MutableHashTableOfTensors2020-01-28 18:14:41.069703: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensors" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT64 } } }') for unknown op: MutableHashTableOfTensors2020-01-28 18:14:41.069842: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensors" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: MutableHashTableOfTensors2020-01-28 18:14:41.069985: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensors" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: MutableHashTableOfTensors2020-01-28 18:14:41.070128: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensors" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: MutableHashTableOfTensors2020-01-28 18:14:41.070271: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensors" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: MutableHashTableOfTensors2020-01-28 18:14:41.070409: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensors" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: MutableHashTableOfTensors2020-01-28 18:14:41.070555: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensors" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: MutableHashTableOfTensors2020-01-28 18:14:41.070697: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT64 } } }') for unknown op: MutableHashTableV22020-01-28 18:14:41.070843: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: MutableHashTableV22020-01-28 18:14:41.070988: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: MutableHashTableV22020-01-28 18:14:41.071129: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: MutableHashTableV22020-01-28 18:14:41.071271: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_BOOL } } }') for unknown op: MutableHashTableV22020-01-28 18:14:41.071415: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_VARIANT } } }') for unknown op: MutableHashTableV22020-01-28 18:14:41.071559: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_STRING } } }') for unknown op: MutableHashTableV22020-01-28 18:14:41.071700: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT64 } } }') for unknown op: MutableHashTableV22020-01-28 18:14:41.071842: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: MutableHashTableV22020-01-28 18:14:41.071982: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: MutableHashTableV22020-01-28 18:14:41.072125: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: MutableHashTableV22020-01-28 18:14:41.072347: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: MutableHashTableV22020-01-28 18:14:41.072491: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: MutableHashTableV22020-01-28 18:14:41.072634: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: MutableHashTableV22020-01-28 18:14:41.072778: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT64 } } }') for unknown op: MutableHashTable2020-01-28 18:14:41.072917: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: MutableHashTable2020-01-28 18:14:41.073059: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: MutableHashTable2020-01-28 18:14:41.073226: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: MutableHashTable2020-01-28 18:14:41.073310: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_BOOL } } }') for unknown op: MutableHashTable2020-01-28 18:14:41.073420: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_VARIANT } } }') for unknown op: MutableHashTable2020-01-28 18:14:41.073527: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_STRING } } }') for unknown op: MutableHashTable2020-01-28 18:14:41.073632: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT64 } } }') for unknown op: MutableHashTable2020-01-28 18:14:41.073682: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: MutableHashTable2020-01-28 18:14:41.073787: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: MutableHashTable2020-01-28 18:14:41.073951: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: MutableHashTable2020-01-28 18:14:41.074059: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: MutableHashTable2020-01-28 18:14:41.074227: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: MutableHashTable2020-01-28 18:14:41.074334: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: MutableHashTable2020-01-28 18:14:41.074491: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "InitializeTable" device_type: "CPU"') for unknown op: InitializeTable2020-01-28 18:14:41.074601: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_STRING } } }') for unknown op: HashTableV22020-01-28 18:14:41.074763: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT64 } } }') for unknown op: HashTableV22020-01-28 18:14:41.074872: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: HashTableV22020-01-28 18:14:41.074923: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: HashTableV22020-01-28 18:14:41.075031: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: HashTableV22020-01-28 18:14:41.075195: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_BOOL } } }') for unknown op: HashTableV22020-01-28 18:14:41.075301: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_STRING } } }') for unknown op: HashTableV22020-01-28 18:14:41.075460: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT64 } } }') for unknown op: HashTableV22020-01-28 18:14:41.075568: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: HashTableV22020-01-28 18:14:41.075731: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: HashTableV22020-01-28 18:14:41.075838: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: HashTableV22020-01-28 18:14:41.075947: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_STRING } } }') for unknown op: HashTableV22020-01-28 18:14:41.076052: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: HashTableV22020-01-28 18:14:41.076156: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: HashTableV22020-01-28 18:14:41.076225: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: HashTableV22020-01-28 18:14:41.076332: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_STRING } } }') for unknown op: HashTable2020-01-28 18:14:41.076436: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT64 } } }') for unknown op: HashTable2020-01-28 18:14:41.076598: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: HashTable2020-01-28 18:14:41.076760: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: HashTable2020-01-28 18:14:41.076922: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: HashTable2020-01-28 18:14:41.077081: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_BOOL } } }') for unknown op: HashTable2020-01-28 18:14:41.077243: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_STRING } } }') for unknown op: HashTable2020-01-28 18:14:41.077405: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT64 } } }') for unknown op: HashTable2020-01-28 18:14:41.077512: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: HashTable2020-01-28 18:14:41.077678: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: HashTable2020-01-28 18:14:41.077782: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: HashTable2020-01-28 18:14:41.077942: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_STRING } } }') for unknown op: HashTable2020-01-28 18:14:41.078102: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: HashTable2020-01-28 18:14:41.078263: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: HashTable2020-01-28 18:14:41.078370: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: HashTable2020-01-28 18:14:41.078525: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LookupTableImportV2" device_type: "CPU"') for unknown op: LookupTableImportV22020-01-28 18:14:41.078623: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LookupTableExportV2" device_type: "CPU"') for unknown op: LookupTableExportV22020-01-28 18:14:41.078667: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LookupTableExport" device_type: "CPU"') for unknown op: LookupTableExport2020-01-28 18:14:41.078762: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LookupTableSizeV2" device_type: "CPU"') for unknown op: LookupTableSizeV22020-01-28 18:14:41.078914: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LookupTableSize" device_type: "CPU"') for unknown op: LookupTableSize2020-01-28 18:14:41.079071: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LookupTableInsertV2" device_type: "CPU"') for unknown op: LookupTableInsertV22020-01-28 18:14:41.079226: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LookupTableInsert" device_type: "CPU"') for unknown op: LookupTableInsert2020-01-28 18:14:41.079405: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LookupTableFindV2" device_type: "CPU"') for unknown op: LookupTableFindV22020-01-28 18:14:41.079502: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LookupTableFind" device_type: "CPU"') for unknown op: LookupTableFind2020-01-28 18:14:41.079604: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "InitializeTableFromTextFileV2" device_type: "CPU"') for unknown op: InitializeTableFromTextFileV22020-01-28 18:14:41.079760: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "InitializeTableFromTextFile" device_type: "CPU"') for unknown op: InitializeTableFromTextFile2020-01-28 18:14:41.080135: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "EncodeProto" device_type: "CPU"') for unknown op: EncodeProto2020-01-28 18:14:41.080364: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "DecodeProtoV2" device_type: "CPU"') for unknown op: DecodeProtoV22020-01-28 18:14:41.080571: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "RightShift" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT64 } } }') for unknown op: RightShift2020-01-28 18:14:41.080672: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "RightShift" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT32 } } }') for unknown op: RightShift2020-01-28 18:14:41.080830: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "RightShift" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT16 } } }') for unknown op: RightShift2020-01-28 18:14:41.080985: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "RightShift" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT8 } } }') for unknown op: RightShift2020-01-28 18:14:41.081141: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "RightShift" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT64 } } }') for unknown op: RightShift2020-01-28 18:14:41.081298: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "RightShift" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT32 } } }') for unknown op: RightShift2020-01-28 18:14:41.081456: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "RightShift" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT16 } } }') for unknown op: RightShift2020-01-28 18:14:41.081610: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "RightShift" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT8 } } }') for unknown op: RightShift2020-01-28 18:14:41.081944: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "InitializeTableV2" device_type: "CPU"') for unknown op: InitializeTableV22020-01-28 18:14:41.082068: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LeftShift" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT64 } } }') for unknown op: LeftShift2020-01-28 18:14:41.082168: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LeftShift" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT32 } } }') for unknown op: LeftShift2020-01-28 18:14:41.082326: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LeftShift" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT16 } } }') for unknown op: LeftShift2020-01-28 18:14:41.082481: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LeftShift" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT8 } } }') for unknown op: LeftShift2020-01-28 18:14:41.082640: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LeftShift" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT64 } } }') for unknown op: LeftShift2020-01-28 18:14:41.082797: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LeftShift" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT32 } } }') for unknown op: LeftShift2020-01-28 18:14:41.082955: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LeftShift" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT16 } } }') for unknown op: LeftShift2020-01-28 18:14:41.083112: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LeftShift" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT8 } } }') for unknown op: LeftShift2020-01-28 18:14:41.083572: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseOr" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT64 } } }') for unknown op: BitwiseOr2020-01-28 18:14:41.083673: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseOr" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT32 } } }') for unknown op: BitwiseOr2020-01-28 18:14:41.083829: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseOr" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT16 } } }') for unknown op: BitwiseOr2020-01-28 18:14:41.083929: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseOr" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT8 } } }') for unknown op: BitwiseOr2020-01-28 18:14:41.084085: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseOr" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT64 } } }') for unknown op: BitwiseOr2020-01-28 18:14:41.084186: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseOr" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT32 } } }') for unknown op: BitwiseOr2020-01-28 18:14:41.084314: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseOr" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT16 } } }') for unknown op: BitwiseOr2020-01-28 18:14:41.084471: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseOr" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT8 } } }') for unknown op: BitwiseOr2020-01-28 18:14:41.084618: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LookupTableImport" device_type: "CPU"') for unknown op: LookupTableImport2020-01-28 18:14:41.084765: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseXor" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT64 } } }') for unknown op: BitwiseXor2020-01-28 18:14:41.084865: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseXor" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT32 } } }') for unknown op: BitwiseXor2020-01-28 18:14:41.085019: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseXor" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT16 } } }') for unknown op: BitwiseXor2020-01-28 18:14:41.085193: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseXor" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT8 } } }') for unknown op: BitwiseXor2020-01-28 18:14:41.085295: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseXor" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT64 } } }') for unknown op: BitwiseXor2020-01-28 18:14:41.085395: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseXor" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT32 } } }') for unknown op: BitwiseXor2020-01-28 18:14:41.085496: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseXor" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT16 } } }') for unknown op: BitwiseXor2020-01-28 18:14:41.085540: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseXor" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT8 } } }') for unknown op: BitwiseXor2020-01-28 18:14:41.085680: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "Invert" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT64 } } }') for unknown op: Invert2020-01-28 18:14:41.085784: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "Invert" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT32 } } }') for unknown op: Invert2020-01-28 18:14:41.085887: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "Invert" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT16 } } }') for unknown op: Invert2020-01-28 18:14:41.085936: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "Invert" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT8 } } }') for unknown op: Invert2020-01-28 18:14:41.086037: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "Invert" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT64 } } }') for unknown op: Invert2020-01-28 18:14:41.086198: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "Invert" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT32 } } }') for unknown op: Invert2020-01-28 18:14:41.086356: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "Invert" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT16 } } }') for unknown op: Invert2020-01-28 18:14:41.086513: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "Invert" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT8 } } }') for unknown op: Invert2020-01-28 18:14:41.086646: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseAnd" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT64 } } }') for unknown op: BitwiseAnd2020-01-28 18:14:41.086746: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseAnd" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT32 } } }') for unknown op: BitwiseAnd2020-01-28 18:14:41.086847: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseAnd" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT16 } } }') for unknown op: BitwiseAnd2020-01-28 18:14:41.086891: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseAnd" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT8 } } }') for unknown op: BitwiseAnd2020-01-28 18:14:41.086992: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseAnd" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT64 } } }') for unknown op: BitwiseAnd2020-01-28 18:14:41.087093: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseAnd" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT32 } } }') for unknown op: BitwiseAnd2020-01-28 18:14:41.087137: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseAnd" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT16 } } }') for unknown op: BitwiseAnd2020-01-28 18:14:41.087238: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseAnd" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT8 } } }') for unknown op: BitwiseAnd2020-01-28 18:14:41.087673: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "PopulationCount" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT64 } } }') for unknown op: PopulationCount2020-01-28 18:14:41.087835: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "PopulationCount" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT32 } } }') for unknown op: PopulationCount2020-01-28 18:14:41.087935: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "PopulationCount" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT16 } } }') for unknown op: PopulationCount2020-01-28 18:14:41.088039: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "PopulationCount" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT16 } } }') for unknown op: PopulationCount2020-01-28 18:14:41.088216: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "PopulationCount" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT8 } } }') for unknown op: PopulationCount2020-01-28 18:14:41.088322: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "PopulationCount" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT8 } } }') for unknown op: PopulationCount2020-01-28 18:14:41.187561: I tensorflow/tools/benchmark/benchmark_model.cc:496] Initialized session in 5.15021s2020-01-28 18:14:41.188718: I tensorflow/tools/benchmark/benchmark_model.cc:327] Running benchmark for max 1 iterations, max -1 seconds without detailed stat logging, with -1s sleep between inferences2020-01-28 18:14:43.187381: I tensorflow/tools/benchmark/benchmark_model.cc:361] count=1 curr=1997453 2020-01-28 18:14:43.187614: I tensorflow/tools/benchmark/benchmark_model.cc:327] Running benchmark for max 10 iterations, max 10 seconds without detailed stat logging, with -1s sleep between inferences2020-01-28 18:14:45.809784: I tensorflow/tools/benchmark/benchmark_model.cc:361] count=10 first=266604 curr=258478 min=257829 max=267249 avg=262066 std=3241 2020-01-28 18:14:45.809972: I tensorflow/tools/benchmark/benchmark_model.cc:327] Running benchmark for max 10 iterations, max 10 seconds with detailed stat logging, with -1s sleep between inferences2020-01-28 18:14:48.477759: I tensorflow/tools/benchmark/benchmark_model.cc:361] count=10 first=268194 curr=266293 min=261888 max=268736 avg=265322 std=2219

* Linux kernel2020-01-28 18:14:48.477956: I tensorflow/tools/benchmark/benchmark_model.cc:600] Average inference timings in us: Warmup: 1997453, no stats: 262065, with stats: 2653212020-01-28 18:14:48.485407: I tensorflow/core/util/stat_summarizer.cc:85] ============================== Run Order ==============================2020-01-28 18:14:48.485521: I tensorflow/core/util/stat_summarizer.cc:85] [node type] [start] [first] [avg ms] [%] [cdf%] [mem KB] [times called] [Name]2020-01-28 18:14:48.485855: I tensorflow/core/util/stat_summarizer.cc:85] NoOp 0.000 0.020 0.035 0.010% 0.010% 0.000 1 _SOURCE2020-01-28 18:14:48.486022: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.060 0.052 0.017 0.005% 0.014% 0.000 1 mixed4a_1x1_w2020-01-28 18:14:48.486062: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.081 0.009 0.010 0.003% 0.017% 0.000 1 mixed4a_1x1_b2020-01-28 18:14:48.486103: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.096 0.010 0.011 0.003% 0.020% 0.000 1 mixed4a_3x3_bottleneck_w2020-01-28 18:14:48.486147: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.111 0.010 0.010 0.003% 0.023% 0.000 1 mixed4a_3x3_bottleneck_b2020-01-28 18:14:48.486187: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.125 0.010 0.011 0.003% 0.025% 0.000 1 mixed4a_3x3_w2020-01-28 18:14:48.486228: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.139 0.010 0.010 0.003% 0.028% 0.000 1 mixed4a_3x3_b2020-01-28 18:14:48.486264: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.153 0.011 0.011 0.003% 0.031% 0.000 1 mixed4a_5x5_bottleneck_w2020-01-28 18:14:48.486304: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.170 0.010 0.010 0.003% 0.034% 0.000 1 mixed4a_5x5_bottleneck_b2020-01-28 18:14:48.486343: I tensorflow/core/util/stat_summarizer.cc: 85] Const 0.183 0.011 0.011 0.003% 0.037% 0.000 1 mixed4a_5x5_w2020-01-28 18:14:48.486675: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.199 0.010 0.009 0.002% 0.039% 0.000 1 mixed4a_5x5_b2020-01-28 18:14:48.486767: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.211 0.011 0.011 0.003% 0.042% 0.000 1 mixed3b_1x1_w2020-01-28 18:14:48.486804: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.226 0.010 0.010 0.003% 0.045% 0.000 1 mixed3b_1x1_b2020-01-28 18:14:48.486896: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.240 0.012 0.011 0.003% 0.048% 0.000 1 mixed3b_3x3_bottleneck_w2020-01-28 18:14:48.486932: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.255 0.010 0.014 0.004% 0.052% 0.000 1 mixed3b_3x3_bottleneck_b2020-01-28 18:14:48.486969: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.273 0.011 0.011 0.003% 0.055% 0.000 1 mixed3b_3x3_w2020-01-28 18:14:48.487113: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.288 0.010 0.009 0.003% 0.057% 0.000 1 mixed3b_3x3_b2020-01-28 18:14:48.487150: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.302 0.011 0.011 0.003% 0.060% 0.000 1 mixed3b_5x5_bottleneck_w2020-01-28 18:14:48.487240: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.317 0.009 0.009 0.003% 0.063% 0.000 1 mixed3b_5x5_bottleneck_b2020-01-28 18:14:48.487277: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.335 0.012 0.011 0.003% 0.066% 0.000 1 mixed3b_5x5_w2020-01-28 18:14:48.487312: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.349 0.010 0.009 0.002% 0.069% 0.000 1 mixed3b_5x5_b2020-01-28 18:14:48.487348: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.362 0.009 0.009 0.002% 0.071% 0.000 1 mixed4a/concat_dim2020-01-28 18:14:48.487384: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.375 0.012 0.011 0.003% 0.074% 0.000 1 mixed3a_1x1_w2020-01-28 18:14:48.487423: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.389 0.010 0.012 0.003% 0.077% 0.000 1 mixed3a_1x1_b2020-01-28 18:14:48.487458: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.406 0.011 0.011 0.003% 0.080% 0.000 1 mixed3a_3x3_bottleneck_w2020-01-28 18:14:48.487493: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.421 0.010 0.010 0.003% 0.083% 0.000 1 mixed3a_3x3_bottleneck_b2020-01-28 18:14:48.487529: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.434 0.011 0.011 0.003% 0.086% 0.000 1 mixed3a_3x3_w2020-01-28 18:14:48.487567: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.448 0.008 0.009 0.002% 0.088% 0.000 1 mixed3a_3x3_b2020-01-28 18:14:48.487604: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.461 0.009 0.011 0.003% 0.091% 0.000 1 mixed3a_5x5_bottleneck_w2020-01-28 18:14:48.487640: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.476 0.008 0.009 0.002% 0.094% 0.000 1 mixed3a_5x5_bottleneck_b2020-01-28 18:14:48.487680: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.489 0.011 0.011 0.003% 0.097% 0.000 1 mixed3a_5x5_w2020-01-28 18:14:48.487993: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.503 0.009 0.009 0.003% 0.099% 0.000 1 mixed3a_5x5_b2020-01-28 18:14:48.488141: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.516 0.012 0.010 0.003% 0.102% 0.000 1 conv2d0_w2020-01-28 18:14:48.488249: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.532 0.008 0.019 0.005% 0.107% 0.000 1 conv2d0_b2020-01-28 18:14:48.488402: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.555 0.011 0.011 0.003% 0.110% 0.000 1 conv2d1_w2020-01-28 18:14:48.489052: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.570 0.010 0.009 0.003% 0.113% 0.000 1 conv2d1_b2020-01-28 18:14:48.489143: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.584 0.011 0.011 0.003% 0.116% 0.000 1 conv2d2_w2020-01-28 18:14:48.489179: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.598 0.007 0.009 0.003% 0.118% 0.000 1 conv2d2_b2020-01-28 18:14:48.489340: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.611 0.011 0.011 0.003% 0.121% 0.000 1 mixed3a_pool_reduce_w2020-01-28 18:14:48.489502: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.627 0.010 0.010 0.003% 0.124% 0.000 1 mixed3a_pool_reduce_b2020-01-28 18:14:48.490146: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.641 0.009 0.011 0.003% 0.127% 0.000 1 mixed3b_pool_reduce_w2020-01-28 18:14:48.490239: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.656 0.010 0.009 0.003% 0.129% 0.000 1 mixed3b_pool_reduce_b2020-01-28 18:14:48.490276: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.669 0.009 0.011 0.003% 0.132% 0.000 1 mixed4a_pool_reduce_w2020-01-28 18:14:48.490441: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.684 0.008 0.009 0.003% 0.135% 0.000 1 mixed4a_pool_reduce_b2020-01-28 18:14:48.490606: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.698 0.009 0.010 0.003% 0.137% 0.000 1 head0_bottleneck_w2020-01-28 18:14:48.490975: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.712 0.008 0.009 0.003% 0.140% 0.000 1 head0_bottleneck_b2020-01-28 18:14:48.491011: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.725 0.008 0.009 0.003% 0.143% 0.000 1 head0_bottleneck/reshape/shape2020-01-28 18:14:48.491541: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.739 0.010 0.010 0.003% 0.145% 0.000 1 nn0_w2020-01-28 18:14:48.492186: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.752 0.009 0.009 0.003% 0.148% 0.000 1 nn0_b2020-01-28 18:14:48.492240: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.765 0.007 0.009 0.002% 0.150% 0.000 1 softmax0_w2020-01-28 18:14:48.492385: I tensorflow/core/util/stat_summarizer.cc:85] Const 0.778 0.008 0.008 0.002% 0.153% 0.000 1 softmax0_b2020-01-28 18:14:48.492422: I tensorflow/core/util/stat_summarizer.cc:85] _Arg 0.792 0.008 0.008 0.002% 0.155% 0.000 1 _arg_input_0_02020-01-28 18:14:48.492628: I tensorflow/core/util/stat_summarizer.cc:85] Conv2D 0.805 32.317 32.623 8.925% 9.079% 3211.264 1 conv2d0_pre_relu/conv2020-01-28 18:14:48.492667: I tensorflow/core/util/stat_summarizer.cc:85] BiasAdd 33.474 2.635 2.283 0.624% 9.704% 0.000 1 conv2d0_pre_relu2020-01-28 18:14:48.492828: I tensorflow/core/util/stat_summarizer.cc:85] Relu 35.780 2.713 2.142 0.586% 10.290% 0.000 1 conv2d02020-01-28 18:14:48.493198: I tensorflow/core/util/stat_summarizer.cc:85] MaxPool 37.944 6.502 6.481 1.773% 12.063% 802.816 1 maxpool02020-01-28 18:14:48.493237: I tensorflow/core/util/stat_summarizer.cc:85] LRN 44.470 6.602 5.886 1.610% 13.673% 802.816 1 localresponsenorm02020-01-28 18:14:48.493409: I tensorflow/core/util/stat_summarizer.cc:85] Conv2D 50.401 3.354 3.423 0.936% 14.609% 802.816 1 conv2d1_pre_relu/conv2020-01-28 18:14:48.493500: I tensorflow/core/util/stat_summarizer.cc:85] BiasAdd 53.870 0.629 0.633 0.173% 14.782% 0.000 1 conv2d1_pre_relu2020-01-28 18:14:48.493991: I tensorflow/core/util/stat_summarizer.cc:85] Relu 54.520 0.395 0.428 0.117% 14.899% 0.000 1 conv2d12020-01-28 18:14:48.494637: I tensorflow/core/util/stat_summarizer.cc:85] Conv2D 54.957 51.612 51.075 13.972% 28.872% 2408.448 1 conv2d2_pre_relu/conv2020-01-28 18:14:48.495116: I tensorflow/core/util/stat_summarizer.cc:85] BiasAdd 106.079 2.016 1.571 0.430% 29.302% 0.000 1 conv2d2_pre_relu2020-01-28 18:14:48.495700: I tensorflow/core/util/stat_summarizer.cc:85] Relu 107.673 1.536 1.488 0.407% 29.709% 0.000 1 conv2d22020-01-28 18:14:48.495862: I tensorflow/core/util/stat_summarizer.cc:85] LRN 109.182 24.461 24.767 6.775% 36.484% 2408.448 1 localresponsenorm12020-01-28 18:14:48.495953: I tensorflow/core/util/stat_summarizer.cc:85] MaxPool 134.002 4.236 4.240 1.160% 37.644% 602.112 1 maxpool12020-01-28 18:14:48.495989: I tensorflow/core/util/stat_summarizer.cc:85] MaxPool 138.638 3.914 3.945 1.079% 38.723% 602.112 1 mixed3a_pool2020-01-28 18:14:48.496118: I tensorflow/core/util/stat_summarizer.cc:85] Conv2D 138.792 4.880 4.255 1.164% 39.887% 50.176 1 mixed3a_5x5_bottleneck_pre_relu/conv2020-01-28 18:14:48.496568: I tensorflow/core/util/stat_summarizer.cc:85] Conv2D 138.546 5.315 7.517 2.056% 41.944% 301.056 1 mixed3a_3x3_bottleneck_pre_relu/conv2020-01-28 18:14:48.496663: I tensorflow/core/util/stat_summarizer.cc:85] BiasAdd 143.071 0.097 0.109 0.030% 41.973% 0.000 1 mixed3a_5x5_bottleneck_pre_relu2020-01-28 18:14:48.98496701: I tensorflow/core/util/stat_summarizer.cc:85] Relu 143.188 0.035 0.039 0.011% 41.984% 0.000 1 mixed3a_5x5_bottleneck*Root file system2020-01-28 18: ~~Debian GNU~~14:48.496955: I tensorflow/core/util/stat_summarizer.cc:85] BiasAdd 146.104 0.445 0.470 0.129% 42.112% 0.000 1 mixed3a_3x3_bottleneck_pre_relu2020-01-28 18:14:48.497320: I tensorflow/core/util/~~Linux 10 (buster)~~stat_summarizer.cc:85] Relu 146.584 0.223 0.189 0.052% 42.164% 0.000 1 mixed3a_3x3_bottleneck2020-01-28 18:14:48.497416: I tensorflow/core/util/stat_summarizer.cc:85] Conv2D 138.446 6.988 4.664 1.276% 43.440% 200.704 1 mixed3a_1x1_pre_relu/conv2020-01-28 18:14:48.497455: I tensorflow/core/util/stat_summarizer.cc:85] BiasAdd 143.151 0.317 0.313 0.086% 43.526% 0.000 1 mixed3a_1x1_pre_relu2020-01-28 18:14:48.497822: I tensorflow/core/util/stat_summarizer.cc:85] Conv2D 142.625 5.060 4.812 1.316% 44.842% 100.352 1 mixed3a_pool_reduce_pre_relu/conv2020-01-28 18:14:48.497860: I tensorflow/core/util/stat_summarizer.cc:85] BiasAdd 147.464 0.173 0.166 0.045% 44.888% 0.000 1 mixed3a_pool_reduce_pre_relu2020-01-28 18:14:48.498501: I tensorflow/core/util/stat_summarizer.cc:85] Conv2D 143.233 6.106 5.667 1.550% 46.438% 100.352 1 mixed3a_5x5_pre_relu/conv2020-01-28 18:14:48.498538: I tensorflow/core/util/stat_summarizer.cc:85] BiasAdd 148.930 0.169 0.165 0.045% 46.483% 0.000 1 mixed3a_5x5_pre_relu2020-01-28 18:14:48.498697: I tensorflow/core/util/stat_summarizer.cc:85] Conv2D 146.780 16.627 15.402 4.213% 50.697% 401.408 1 mixed3a_3x3_pre_relu/conv2020-01-28 18:14:48.499230: I tensorflow/core/util/stat_summarizer.cc:85] BiasAdd 162.229 0.441 0.455 0.124% 50.821% 0.000 1 mixed3a_3x3_pre_relu2020-01-28 18:14:48.499401: I tensorflow/core/util/stat_summarizer.cc:85] Concat 162.694 0.636 0.633 0.173% 50.994% 802.816 1 mixed3a2020-01-28 18:14:48.499603: I tensorflow/core/util/stat_summarizer.cc:85] Relu 163.364 0.458 0.489 0.134% 51.128% 0.000 1 mixed3a_1x12020-01-28 18:14:48.500258: I tensorflow/core/util/stat_summarizer.cc:85] Conv2D 165.109 3.085 5.449 1.491% 52.619% 100.352 1 mixed3b_5x5_bottleneck_pre_relu/conv2020-01-28 18:14:48.500354: I tensorflow/core/util/stat_summarizer.cc:85] BiasAdd 170.583 0.166 0.174 0.048% 52.667% 0.000 1 mixed3b_5x5_bottleneck_pre_relu2020-01-28 18:14:48.500391: I tensorflow/core/util/stat_summarizer.cc:85] Relu 170.766 0.060 0.064 0.017% 52.684% 0.000 1 mixed3b_5x5_bottleneck2020-01-28 18:14:48.500429: I tensorflow/core/util/stat_summarizer.cc:85] MaxPool 164.041 5.256 5.227 1.430% 54.114% 802.816 1 mixed3b_pool2020-01-28 18:14:48.500588: I tensorflow/core/util/stat_summarizer.cc:85] Conv2D 163.962 11.059 12.903 3.530% 57.644% 401.408 1 mixed3b_1x1_pre_relu/conv2020-01-28 18:14:48.500957: I tensorflow/core/util/stat_summarizer.cc:85] BiasAdd 176.920 1.239 1.515 0.415% 58.058% 0.000 1 mixed3b_1x1_pre_relu2020-01-28 18:14:48.500994: I tensorflow/core/util/stat_summarizer.cc:85] Conv2D 169.323 9.752 9.359 2.560% 60.619% 200.704 1 mixed3b_pool_reduce_pre_relu/conv2020-01-28 18:14:48.501690: I tensorflow/core/util/stat_summarizer.cc:85] BiasAdd 178.730 0.308 0.314 0.086% 60.704% 0.000 1 mixed3b_pool_reduce_pre_relu2020-01-28 18:14:48.502335: I tensorflow/core/util/stat_summarizer.cc:85] Conv2D 164.063 18.048 14.944 4.088% 64.793% 401.408 1 mixed3b_3x3_bottleneck_pre_relu/conv2020-01-28 18:14:48.502429: I tensorflow/core/util/stat_summarizer.cc:85] BiasAdd 179.062 0.533 1.497 0.410% 65.202% 0.000 1 mixed3b_3x3_bottleneck_pre_relu2020-01-28 18:14:48.502468: I tensorflow/core/util/stat_summarizer.cc:85] Relu 180.579 0.365 1.194 0.327% 65.529% 0.000 1 mixed3b_3x3_bottleneck2020-01-28 18:14:48.502559: I tensorflow/core/util/stat_summarizer.cc:85] Conv2D 170.835 24.634 22.326 6.108% 71.636% 301.056 1 mixed3b_5x5_pre_relu/conv2020-01-28 18:14:48.502597: I tensorflow/core/util/stat_summarizer.cc:85] BiasAdd 193.221 0.575 0.483 0.132% 71.769% 0.000 1 mixed3b_5x5_pre_relu2020-01-28 18:14:48.502633: I tensorflow/core/util/stat_summarizer.cc:85] Conv2D 181.790 31.440 31.830 8.708% 80.476% 602.112 1 mixed3b_3x3_pre_relu/conv2020-01-28 18:14:48.502671: I tensorflow/core/util/stat_summarizer.cc:85] BiasAdd 213.669 0.519 0.512 0.140% 80.616% 0.000 1 mixed3b_3x3_pre_relu2020-01-28 18:14:48.502707: I tensorflow/core/util/stat_summarizer.cc:85] Concat 214.195 0.924 0.952 0.260% 80.877% 1505.280 1 mixed3b2020-01-28 18:14:48.502742: I tensorflow/core/util/stat_summarizer.cc:85] Relu 215.190 0.803 0.727 0.199% 81.076% 0.000 1 mixed3b_1x12020-01-28 18:14:48.502780: I tensorflow/core/util/stat_summarizer.cc:85] MaxPool 215.934 2.455 2.509 0.686% 81.762% 376.320 1 maxpool42020-01-28 18:14:48.502815: I tensorflow/core/util/stat_summarizer.cc:85] Conv2D 218.833 1.657 2.259 0.618% 82.380% 12.544 1 mixed4a_5x5_bottleneck_pre_relu/conv2020-01-28 18:14:48.502853: I tensorflow/core/util/stat_summarizer.cc:85] BiasAdd 221.115 0.044 0.043 0.012% 82.392% 0.000 1 mixed4a_5x5_bottleneck_pre_relu2020-01-28 18:14:48.502889: I tensorflow/core/util/stat_summarizer.cc:85] Relu 221.166 0.019 0.019 0.005% 82.397% 0.000 1 mixed4a_5x5_bottleneck2020-01-28 18:14:48.502927: I tensorflow/core/util/stat_summarizer.cc:85] MaxPool 218.844 2.269 2.299 0.629% 83.026% 376.320 1 mixed4a_pool2020-01-28 18:14:48.502962: I tensorflow/core/util/stat_summarizer.cc:85] Conv2D 218.667 5.153 5.253 1.437% 84.463% 75.264 1 mixed4a_3x3_bottleneck_pre_relu/conv2020-01-28 18:14:48.503001: I tensorflow/core/util/stat_summarizer.cc:85] BiasAdd 223.943 0.139 0.131 0.036% 84.499% 0.000 1 mixed4a_3x3_bottleneck_pre_relu2020-01-28 18:14:48.503439: I tensorflow/core/util/stat_summarizer.cc:85] Relu 224.082 0.050 0.050 0.014% 84.512% 0.000 1 mixed4a_3x3_bottleneck2020-01-28 18:14:48.503533: I tensorflow/core/util/stat_summarizer.cc:85] Conv2D 221.191 4.063 3.648 0.998% 85.510% 37.632 1 mixed4a_5x5_pre_relu/conv2020-01-28 18:14:48.503572: I tensorflow/core/util/stat_summarizer.cc:85] BiasAdd 224.857 0.075 0.074 0.020% 85.531% 0.000 1 mixed4a_5x5_pre_relu2020-01-28 18:14:48.503608: I tensorflow/core/util/stat_summarizer.cc:85] Conv2D 221.183 4.655 3.853 1.054% 86.585% 50.176 1 mixed4a_pool_reduce_pre_relu/conv2020-01-28 18:14:48.503644: I tensorflow/core/util/stat_summarizer.cc:85] BiasAdd 225.054 0.088 0.091 0.025% 86.610% 0.000 1 mixed4a_pool_reduce_pre_relu2020-01-28 18:14:48.503680: I tensorflow/core/util/stat_summarizer.cc:85] Conv2D 218.608 8.458 8.568 2.344% 88.954% 150.528 1 mixed4a_1x1_pre_relu/conv2020-01-28 18:14:48.503715: I tensorflow/core/util/stat_summarizer.cc:85] BiasAdd 227.218 0.239 0.237 0.065% 89.019% 0.000 1 mixed4a_1x1_pre_relu2020-01-28 18:14:48.503751: I tensorflow/core/util/stat_summarizer.cc:85] Conv2D 224.137 9.511 9.010 2.465% 91.483% 159.936 1 mixed4a_3x3_pre_relu/conv2020-01-28 18:14:48.503790: I tensorflow/core/util/stat_summarizer.cc:85] BiasAdd 233.193 0.253 0.255 0.070% 91.553% 0.000 1 mixed4a_3x3_pre_relu2020-01-28 18:14:48.503826: I tensorflow/core/util/stat_summarizer.cc:85] Concat 233.454 0.951 0.495 0.135% 91.688% 398.272 1 mixed4a2020-01-28 18:14:48.503861: I tensorflow/core/util/stat_summarizer.cc:85] Relu 233.981 0.298 0.281 0.077% 91.765% 0.000 1 mixed4a_1x12020-01-28 18:14:48.503900: I tensorflow/core/util/stat_summarizer.cc:85] AvgPool 234.268 0.692 0.648 0.177% 91.942% 32.512 1 head0_pool2020-01-28 18:14:48.503938: I tensorflow/core/util/stat_summarizer.cc:85] Conv2D 234.923 1.297 1.328 0.363% 92.306% 8.192 1 head0_bottleneck_pre_relu/conv2020-01-28 18:14:48.504030: I tensorflow/core/util/stat_summarizer.cc:85] BiasAdd 236.260 0.030 0.030 0.008% 92.314% 0.000 1 head0_bottleneck_pre_relu2020-01-28 18:14:48.504527: I tensorflow/core/util/stat_summarizer.cc:85] Relu 236.296 0.016 0.015 0.004% 92.318% 0.000 1 head0_bottleneck2020-01-28 18:14:48.504567: I tensorflow/core/util/stat_summarizer.cc:85] Reshape 236.316 0.012 0.013 0.004% 92.321% 0.000 1 head0_bottleneck/reshape2020-01-28 18:14:48.504984: I tensorflow/core/util/stat_summarizer.cc:85] MatMul 236.336 18.566 18.611 5.091% 97.413% 4.096 1 nn0_pre_relu/matmul2020-01-28 18:14:48.505021: I tensorflow/core/util/stat_summarizer.cc:85] BiasAdd 254.968 0.029 0.028 0.008% 97.420% 0.000 1 nn0_pre_relu2020-01-28 18:14:48.505114: I tensorflow/core/util/stat_summarizer.cc:85] Relu 255.002 0.012 0.013 0.003% 97.424% 0.000 1 nn02020-01-28 18:14:48.505152: I tensorflow/core/util/stat_summarizer.cc:85] MatMul 255.020 9.308 9.289 2.541% 99.965% 4.032 1 softmax0_pre_activation/matmul2020-01-28 18:14:48.505244: I tensorflow/core/util/stat_summarizer.cc:85] BiasAdd 264.329 0.027 0.028 0.008% 99.973% 0.000 1 softmax0_pre_activation2020-01-28 18:14:48.505280: I tensorflow/core/util/stat_summarizer.cc:85] Softmax 264.363 0.076 0.074 0.020% 99.993% 0.000 1 softmax02020-01-28 18:14:48.505428: I tensorflow/core/util/stat_summarizer.cc:85] Identity 264.442 0.009 0.009 0.002% 99.995% 0.000 1 output2020-01-28 18:14:48.505464: I tensorflow/core/util/stat_summarizer.cc:85] _Retval 264.461 0.017 0.018 0.005% 100.000% 0.000 1 _retval_output_0_02020-01-28 18:14:48.505555: I tensorflow/core/util/stat_summarizer.cc:85] 2020-01-28 18:14:48.505585: I tensorflow/core/util/stat_summarizer.cc:85] ============================== Top by Computation Time ==============================2020-01-28 18:14:48.505672: I tensorflow/core/util/stat_summarizer.cc:85] [node type] [start] [first] [avg ms] [%] [cdf%] [mem KB] [times called] [Name]2020-01-28 18:14:48.505709: I tensorflow/core/util/stat_summarizer.cc:85] Conv2D 54.957 51.612 51.075 13.972% 13.972% 2408.448 1 conv2d2_pre_relu/conv2020-01-28 18:14:48.505802: I tensorflow/core/util/stat_summarizer.cc:85] Conv2D 0.805 32.317 32.623 8.925% 22.897% 3211.264 1 conv2d0_pre_relu/conv2020-01-28 18:14:48.505914: I tensorflow/core/util/stat_summarizer.cc:85] Conv2D 181.790 31.440 31.830 8.708% 31.605% 602.112 1 mixed3b_3x3_pre_relu/conv2020-01-28 18:14:48.505953: I tensorflow/core/util/stat_summarizer.cc:85] LRN 109.182 24.461 24.767 6.775% 38.380% 2408.448 1 localresponsenorm12020-01-28 18:14:48.506046: I tensorflow/core/util/stat_summarizer.cc:85] Conv2D 170.835 24.634 22.326 6.108% 44.488% 301.056 1 mixed3b_5x5_pre_relu/conv2020-01-28 18:14:48.506084: I tensorflow/core/util/stat_summarizer.cc:85] MatMul 236.336 18.566 18.611 5.091% 49.579% 4.096 1 nn0_pre_relu/matmul2020-01-28 18:14:48.506121: I tensorflow/core/util/stat_summarizer.cc:85] Conv2D 146.780 16.627 15.402 4.213% 53.792% 401.408 1 mixed3a_3x3_pre_relu/conv2020-01-28 18:14:48.506159: I tensorflow/core/util/stat_summarizer.cc:85] Conv2D 164.063 18.048 14.944 4.088% 57.881% 401.408 1 mixed3b_3x3_bottleneck_pre_relu/conv2020-01-28 18:14:48.506197: I tensorflow/core/util/stat_summarizer.cc:85] Conv2D 163.962 11.059 12.903 3.530% 61.410% 401.408 1 mixed3b_1x1_pre_relu/conv2020-01-28 18:14:48.506232: I tensorflow/core/util/stat_summarizer.cc:85] Conv2D 169.323 9.752 9.359 2.560% 63.971% 200.704 1 mixed3b_pool_reduce_pre_relu/conv2020-01-28 18:14:48.506266: I tensorflow/core/util/stat_summarizer.cc:85] 2020-01-28 18:14:48.506294: I tensorflow/core/util/stat_summarizer.cc:85] ============================== Top by Memory Use ==============================2020-01-28 18:14:48.506326: I tensorflow/core/util/stat_summarizer.cc:85] [node type] [start] [first] [avg ms] [%] [cdf%] [mem KB] [times called] [Name]2020-01-28 18:14:48.506363: I tensorflow/core/util/stat_summarizer.cc:85] Conv2D 0.805 32.317 32.623 8.925% 8.925% 3211.264 1 conv2d0_pre_relu/conv2020-01-28 18:14:48.506401: I tensorflow/core/util/stat_summarizer.cc:85] LRN 109.182 24.461 24.767 6.775% 15.700% 2408.448 1 localresponsenorm12020-01-28 18:14:48.506438: I tensorflow/core/util/stat_summarizer.cc:85] Conv2D 54.957 51.612 51.075 13.972% 29.672% 2408.448 1 conv2d2_pre_relu/conv2020-01-28 18:14:48.506476: I tensorflow/core/util/stat_summarizer.cc:85] Concat 214.195 0.924 0.952 0.260% 29.933% 1505.280 1 mixed3b2020-01-28 18:14:48.507181: I tensorflow/core/util/stat_summarizer.cc:85] MaxPool 164.041 5.256 5.227 1.430% 31.363% 802.816 1 mixed3b_pool2020-01-28 18:14:48.507351: I tensorflow/core/util/stat_summarizer.cc:85] Conv2D 50.401 3.354 3.423 0.936% 32.299% 802.816 1 conv2d1_pre_relu/conv2020-01-28 18:14:48.507496: I tensorflow/core/util/stat_summarizer.cc:85] LRN 44.470 6.602 5.886 1.610% 33.909% 802.816 1 localresponsenorm02020-01-28 18:14:48.507533: I tensorflow/core/util/stat_summarizer.cc:85] MaxPool 37.944 6.502 6.481 1.773% 35.682% 802.816 1 maxpool02020-01-28 18:14:48.507624: I tensorflow/core/util/stat_summarizer.cc:85] Concat 162.694 0.636 0.633 0.173% 35.856% 802.816 1 mixed3a2020-01-28 18:14:48.507663: I tensorflow/core/util/stat_summarizer.cc:85] Conv2D 181.790 31.440 31.830 8.708% 44.563% 602.112 1 mixed3b_3x3_pre_relu/conv* Architecture2020-01-28 18:14:48.507754: I tensorflow/core/util/stat_summarizer.cc: ~~aarch64~~85] * Governor2020-01-28 18:14:48.507782: I tensorflow/core/util/stat_summarizer.cc:85] Number of nodes executed: ~~userspace @ 800 MHz or 1300 MHz~~130~~<pre class~~2020-01-28 18:14:48.507865: I tensorflow/core/util/stat_summarizer.cc:85] =~~"board~~============================= Summary by node type ==============================2020-01-~~terminal">~~28 18:14:48.507896: I tensorflow/core/util/stat_summarizer.cc:85] [Node type] [count] [avg ms] [avg %] [cdf %] [mem KB] [times called]~~root@Mito8M~~2020-01-28 18:~~~# echo userspace >~~ 14:48.508038: I tensorflow/~~sys~~core/~~devices~~util/~~system~~stat_summarizer.cc:85] Conv2D 22 260.161 71.183% 71.183% 10077.888 222020-01-28 18:14:48.508073: I tensorflow/~~cpu~~core/~~cpu0~~util/~~cpufreq~~stat_summarizer.cc:85] LRN 2 30.651 8.386% 79.570% 3211.264 22020-01-28 18:14:48.508165: I tensorflow/~~scaling_governor~~core/util/stat_summarizer.cc:85] MatMul 2 27.898 7.633% 87.203% 8.128 2~~root@Mito8M~~2020-01-28 18:14:48.508216:~~~# cat~~ I tensorflow/~~sys~~core/util/stat_summarizer.cc:85] MaxPool 6 24.698 6.758% 93.961% 3562.496 62020-01-28 18:14:48.508307: I tensorflow/~~devices~~core/~~system~~util/~~cpu~~stat_summarizer.cc:85] BiasAdd 24 11.569 3.165% 97.126% 0.000 242020-01-28 18:14:48.508344: I tensorflow/~~cpu0~~core/~~cpufreq~~util/~~scaling_governor~~stat_summarizer.cc:85] Relu 14 7.130 1.951% 99.077% 0.000 14~~userspace~~2020-01-28 18:14:48.508434: I tensorflow/core/util/stat_summarizer.cc:85] Concat 3 2.079 0.569% 99.646% 2706.368 32020-01-28 18:14:48.509018: I tensorflow/core/util/stat_summarizer.cc:85] AvgPool 1 0.647 0.177% 99.823% 32.512 12020-01-28 18:14:48.509453: I tensorflow/core/util/stat_summarizer.cc:85] Const 50 0.497 0.136% 99.959% 0.000 502020-01-28 18:14:48.509613: I tensorflow/core/util/stat_summarizer.cc:85] Softmax 1 0.073 0.020% 99.979% 0.000 12020-01-28 18:14:48.509773: I tensorflow/core/util/stat_summarizer.cc:85] NoOp 1 0.034 0.009% 99.988% 0.000 12020-01-28 18:14:48.509921: I tensorflow/core/util/stat_summarizer.cc:85] _Retval 1 0.017 0.005% 99.993% 0.000 12020-01-28 18:14:48.510011: I tensorflow/core/util/stat_summarizer.cc:85] Reshape 1 0.012 0.003% 99.996% 0.000 1~~root@Mito8M~~2020-01-28 18:~~~# cat~~ 14:48.510045: I tensorflow/~~sys~~core/~~devices~~util/~~system~~stat_summarizer.cc:85] Identity 1 0.008 0.002% 99.998% 0.000 12020-01-28 18:14:48.510136: I tensorflow/~~cpu~~core/~~cpu0~~util/~~cpufreq~~stat_summarizer.cc:85] _Arg 1 0.007 0.002% 100.000% 0.000 12020-01-28 18:14:48.510170: I tensorflow/~~scaling_cur_freq~~core/util/stat_summarizer.cc:85] ~~800000~~2020-01-28 18:14:48.510253: I tensorflow/core/util/stat_summarizer.cc:85] Timings (microseconds): count=10 first=370686 curr=377574 min=355204 max=377574 avg=365543 std=74542020-01-28 18:14:48.510284: I tensorflow/core/util/stat_summarizer.cc:85] Memory (bytes): count=10 curr=19598656(all same)2020-01-28 18:14:48.510425: I tensorflow/core/util/stat_summarizer.cc:85] 130 nodes observed2020-01-28 18:14:48.510561: I tensorflow/core/util/stat_summarizer.cc:85]

</pre>

~~Some benchmarks were built natively~~ The other one is based on ~~the platform under test. For the sake of completeness, the version of the GCC compiler is then indicated as well~~TensorFlow Lite:

~~armbian@Mito8M:~/devel/lmbench$ gcc -v~~

~~Using built-in specs.~~

~~COLLECT_GCC=gcc~~

~~COLLECT_LTO_WRAPPER=/usr/lib/gcc/aarch64-linux-gnu/8/lto-wrapper~~

~~Target: aarch64-linux-gnu~~

Configured with: ../src/configure -v --with-pkgversion='Debian 8.3.0-6' --with-bugurl=file:///usr/share/doc/gcc-8/README.Bugs --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++ --prefix=/usr --with-gcc-major-version-only --program-suffix=-8 --program-prefix=aarch64-linux-gnu- --enable-shared --enable-linker-build-id --libexecdir=/usr/lib --without-included-gettext --enable-threads=posix --libdir=/usr/lib --enable-nls --enable-bootstrap --enable-clocale=gnu --enable-libstdcxx-debug --enable-libstdcxx-time=yes --with-default-libstdcxx-abi=new --enable-gnu-unique-object --disable-libquadmath --disable-libquadmath-support --enable-plugin --enable-default-pie --with-system-zlib --disable-libphobos --enable-multiarch --enable-fix-cortex-a53-843419 --disable-werror --enable-checking=release --build=aarch64-linux-gnu --host=aarch64-linux-gnu --target=aarch64-linux-gnu

~~Thread model: posix~~

~~gcc version 8.3.0 (Debian 8.3.0-6)~~

</pre>

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