asymmetric_quantized-u8量化问题 - Toybrick

--> Building model
W Adjust min from [-5.106467] to [0.] for relu relu8_39
W Adjust min from [-5.106467] to [0.] for relu relu13_67
W Adjust min from [-5.106467] to [0.] for relu relu15_76
W Adjust min from [-5.106467] to [0.] for relu relu17_85
W Adjust min from [-4.101224] to [0.] for relu relu18_90
W Adjust min from [-2.5565655] to [0.] for relu relu43_218
W Adjust min from [-4.101224] to [0.] for relu relu23_118
W Adjust min from [-4.101224] to [0.] for relu relu25_127
W Adjust min from [-4.101224] to [0.] for relu relu27_136
W Adjust min from [-3.4539304] to [0.] for relu relu28_141
W Adjust min from [-24.208406] to [0.] for relu relu38_193
W Adjust min from [-1.8253068] to [0.] for relu relu44_223
done

...
D Process output_243 ...
D RKNN output shape(output): (1 128 128 80)
D Real output shape: (1, 128, 128, 80)
I Build ctdet_coco_dlav0_1x_2 complete.
I Running 5000 iterations
D 0(0.02%), Queue size 0
D 1(0.04%), Queue size 0
D 2(0.05%), Queue size 0
D 3(0.08%), Queue size 0
...
D 195(3.92%), Queue size 0
D 196(3.94%), Queue size 0
D 197(3.96%), Queue size 0
D 198(3.98%), Queue size 0
D 199(4.00%), Queue size 0
E Catch exception when building RKNN model!
E Traceback (most recent call last):
E File "/home/lsc/anaconda3/envs/RKNN/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 1278, in _do_call
E return fn(*args)
E File "/home/lsc/anaconda3/envs/RKNN/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 1263, in _run_fn
E options, feed_dict, fetch_list, target_list, run_metadata)
E File "/home/lsc/anaconda3/envs/RKNN/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 1350, in _call_tf_sessionrun
E run_metadata)
E tensorflow.python.framework.errors_impl.OutOfRangeError: FIFOQueue '_0_fifo_queue' is closed and has insufficient elements (requested 1, current size 0)
E [[Node: fifo_queue_Dequeue = QueueDequeueV2[component_types=[DT_FLOAT], timeout_ms=-1, _device="/job:localhost/replica:0/task:0/device:CPU:0"](fifo_queue)]]
E During handling of the above exception, another exception occurred:
E Traceback (most recent call last):
E File "rknn/api/rknn_base.py", line 584, in rknn.api.rknn_base.RKNNBase.build
E File "rknn/api/rknn_base.py", line 1424, in rknn.api.rknn_base.RKNNBase._quantize2
E File "rknn/base/RKNNlib/app/medusa/quantization.py", line 95, in rknn.base.RKNNlib.app.medusa.quantization.Quantization.run
E File "rknn/base/RKNNlib/app/medusa/quantization.py", line 44, in rknn.base.RKNNlib.app.medusa.quantization.Quantization._run_quantization
E File "rknn/base/RKNNlib/app/medusa/workspace.py", line 129, in rknn.base.RKNNlib.app.medusa.workspace.Workspace.run
E File "rknn/base/RKNNlib/app/medusa/workspace.py", line 110, in rknn.base.RKNNlib.app.medusa.workspace.Workspace._run_iteration
E File "rknn/base/RKNNlib/RKNN_session.py", line 30, in rknn.base.RKNNlib.RKNN_session.RKNNSession.run
E File "/home/lsc/anaconda3/envs/RKNN/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 877, in run
E run_metadata_ptr)
E File "/home/lsc/anaconda3/envs/RKNN/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 1100, in _run
E feed_dict_tensor, options, run_metadata)
E File "/home/lsc/anaconda3/envs/RKNN/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 1272, in _do_run
E run_metadata)
E File "/home/lsc/anaconda3/envs/RKNN/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 1291, in _do_call
E raise type(e)(node_def, op, message)
E tensorflow.python.framework.errors_impl.OutOfRangeError: FIFOQueue '_0_fifo_queue' is closed and has insufficient elements (requested 1, current size 0)
E [[Node: fifo_queue_Dequeue = QueueDequeueV2[component_types=[DT_FLOAT], timeout_ms=-1, _device="/job:localhost/replica:0/task:0/device:CPU:0"](fifo_queue)]]
E Caused by op 'fifo_queue_Dequeue', defined at:
E File "caffe2rknn.py", line 22, in <module>
E rknn.build(do_quantization=True, dataset='dataset.txt')
E File "/home/lsc/anaconda3/envs/RKNN/lib/python3.6/site-packages/rknn/api/rknn.py", line 166, in build
E ret = self.rknn_base.build(do_quantization=do_quantization, dataset=dataset, pack_vdata=pre_compile, batch_size=rknn_batch_size)
E File "/home/lsc/anaconda3/envs/RKNN/lib/python3.6/site-packages/tensorflow/python/ops/data_flow_ops.py", line 433, in dequeue
E self._queue_ref, self._dtypes, name=name)
E File "/home/lsc/anaconda3/envs/RKNN/lib/python3.6/site-packages/tensorflow/python/ops/gen_data_flow_ops.py", line 3734, in queue_dequeue_v2
E timeout_ms=timeout_ms, name=name)
E File "/home/lsc/anaconda3/envs/RKNN/lib/python3.6/site-packages/tensorflow/python/framework/op_def_library.py", line 787, in _apply_op_helper
E op_def=op_def)
E File "/home/lsc/anaconda3/envs/RKNN/lib/python3.6/site-packages/tensorflow/python/util/deprecation.py", line 454, in new_func
E return func(*args, **kwargs)
E File "/home/lsc/anaconda3/envs/RKNN/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 3155, in create_op
E op_def=op_def)
E File "/home/lsc/anaconda3/envs/RKNN/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 1717, in __init__
E self._traceback = tf_stack.extract_stack()
E OutOfRangeError (see above for traceback): FIFOQueue '_0_fifo_queue' is closed and has insufficient elements (requested 1, current size 0)
E [[Node: fifo_queue_Dequeue = QueueDequeueV2[component_types=[DT_FLOAT], timeout_ms=-1, _device="/job:localhost/replica:0/task:0/device:CPU:0"](fifo_queue)]]

D 196(3.94%), Queue size 0
D 197(3.96%), Queue size 0
D 198(3.98%), Queue size 0
D 199(4.00%), Queue size 0
E Catch exception when building RKNN model!
Exception in thread Thread-1:
Traceback (most recent call last):
File "/home/lsc/anaconda3/envs/RKNN-130/lib/python3.6/threading.py", line 916, in _bootstrap_inner
self.run()
File "rknn/base/acuitylib/provider/queue_provider.py", line 98, in rknn.base.acuitylib.provider.queue_provider.QueueProvider.run
File "rknn/base/acuitylib/provider/queue_provider.py", line 102, in rknn.base.acuitylib.provider.queue_provider.QueueProvider.ru
File "rknn/base/acuitylib/provider/text_provider.py", line 65, in rknn.base.acuitylib.provider.text_provider.TextProvider.get_ba
File "rknn/base/acuitylib/provider/base_provider.py", line 163, in rknn.base.acuitylib.provider.base_provider.BaseProvider._tens_batch
File "rknn/base/acuitylib/provider/base_provider.py", line 105, in rknn.base.acuitylib.provider.base_provider.BaseProvider._reshs
File "/home/lsc/anaconda3/envs/RKNN-130/lib/python3.6/site-packages/numpy/core/fromnumeric.py", line 292, in reshape
return _wrapfunc(a, 'reshape', newshape, order=order)
File "/home/lsc/anaconda3/envs/RKNN-130/lib/python3.6/site-packages/numpy/core/fromnumeric.py", line 56, in _wrapfunc
return getattr(obj, method)(*args, **kwds)
ValueError: cannot reshape array of size 262144 into shape (1,512,512,3)
E Traceback (most recent call last):
E File "/home/lsc/anaconda3/envs/RKNN-130/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 1292, in _do_ca
E return fn(*args)
E File "/home/lsc/anaconda3/envs/RKNN-130/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 1277, in _run_f
E options, feed_dict, fetch_list, target_list, run_metadata)
E File "/home/lsc/anaconda3/envs/RKNN-130/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 1367, in _call_run
E run_metadata)
E tensorflow.python.framework.errors_impl.OutOfRangeError: FIFOQueue '_0_fifo_queue' is closed and has insufficient elements (requurrent size 0)
E [[{{node fifo_queue_Dequeue}} = QueueDequeueV2[component_types=[DT_FLOAT], timeout_ms=-1, _device="/job:localhost/replicadevice:CPU:0"](fifo_queue)]]
E During handling of the above exception, another exception occurred:
E Traceback (most recent call last):
E File "rknn/api/rknn_base.py", line 737, in rknn.api.rknn_base.RKNNBase.build
E File "rknn/api/rknn_base.py", line 1644, in rknn.api.rknn_base.RKNNBase._quantize2
E File "rknn/base/RKNNlib/app/medusa/quantization.py", line 105, in rknn.base.RKNNlib.app.medusa.quantization.Quantization.run
E File "rknn/base/RKNNlib/app/medusa/quantization.py", line 44, in rknn.base.RKNNlib.app.medusa.quantization.Quantization._run_qn
E File "rknn/base/RKNNlib/app/medusa/workspace.py", line 135, in rknn.base.RKNNlib.app.medusa.workspace.Workspace.run
E File "rknn/base/RKNNlib/app/medusa/workspace.py", line 116, in rknn.base.RKNNlib.app.medusa.workspace.Workspace._run_iteration
E File "rknn/base/RKNNlib/RKNN_session.py", line 30, in rknn.base.RKNNlib.RKNN_session.RKNNSession.run
E File "/home/lsc/anaconda3/envs/RKNN-130/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 887, in run
E run_metadata_ptr)
E File "/home/lsc/anaconda3/envs/RKNN-130/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 1110, in _run
E feed_dict_tensor, options, run_metadata)
E File "/home/lsc/anaconda3/envs/RKNN-130/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 1286, in _do_ru
E run_metadata)
E File "/home/lsc/anaconda3/envs/RKNN-130/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 1308, in _do_ca
E raise type(e)(node_def, op, message)
E tensorflow.python.framework.errors_impl.OutOfRangeError: FIFOQueue '_0_fifo_queue' is closed and has insufficient elements (requurrent size 0)
E [[{{node fifo_queue_Dequeue}} = QueueDequeueV2[component_types=[DT_FLOAT], timeout_ms=-1, _device="/job:localhost/replicadevice:CPU:0"](fifo_queue)]]
E Caused by op 'fifo_queue_Dequeue', defined at:
E File "caffe2rknn.py", line 22, in <module>
E rknn.build(do_quantization=True, dataset='dataset.txt')
E File "/home/lsc/anaconda3/envs/RKNN-130/lib/python3.6/site-packages/rknn/api/rknn.py", line 238, in build
E ret = self.rknn_base.build(do_quantization=do_quantization, dataset=dataset, pack_vdata=pre_compile, batch_size=rknn_batch_s
E File "/home/lsc/anaconda3/envs/RKNN-130/lib/python3.6/site-packages/tensorflow/python/ops/data_flow_ops.py", line 433, in dequ
E self._queue_ref, self._dtypes, name=name)
E File "/home/lsc/anaconda3/envs/RKNN-130/lib/python3.6/site-packages/tensorflow/python/ops/gen_data_flow_ops.py", line 3735, inueue_v2
E timeout_ms=timeout_ms, name=name)
E File "/home/lsc/anaconda3/envs/RKNN-130/lib/python3.6/site-packages/tensorflow/python/framework/op_def_library.py", line 787, op_helper
E op_def=op_def)
E File "/home/lsc/anaconda3/envs/RKNN-130/lib/python3.6/site-packages/tensorflow/python/util/deprecation.py", line 488, in new_f
E return func(*args, **kwargs)
E File "/home/lsc/anaconda3/envs/RKNN-130/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 3272, in create_
E op_def=op_def)
E File "/home/lsc/anaconda3/envs/RKNN-130/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 1768, in __init_
E self._traceback = tf_stack.extract_stack()
E OutOfRangeError (see above for traceback): FIFOQueue '_0_fifo_queue' is closed and has insufficient elements (requested 1, curre
E [[{{node fifo_queue_Dequeue}} = QueueDequeueV2[component_types=[DT_FLOAT], timeout_ms=-1, _device="/job:localhost/replicadevice:CPU:0"](fifo_queue)]]
done

>>> from rknn.api import RKNN
>>> import cv2
>>> import numpy as np
>>> rknn = RKNN()
>>> rknn_model = "../ctdet_coco_dlav0_1x_q2.rknn"
>>> rknn.load_rknn(rknn_model)
0
>>> rknn.init_runtime()
Segmentation fault (core dumped)