I just updated to 1.0.20 using conda.
I still face the same random behaviour.
When you see " <starlette.responses.JSONResponse object at 0x7fb6d538c2e8>" it is working
(fastai-cpu) gianferrarif@fgplaptop:~/Dev/qcarcrash$ python qcarcrash.py test
['/damage_1.jpg', '/whole_1.jpg']
Traceback (most recent call last):
File "qcarcrash.py", line 197, in <module>
qcrashLearners = [generateLearner(md) for md in qcrashModelDefs]
File "qcarcrash.py", line 197, in <listcomp>
qcrashLearners = [generateLearner(md) for md in qcrashModelDefs]
File "qcarcrash.py", line 96, in generateLearner
size=modelDefition['imageSize'],bs=32
File "/home/gianferrarif/anaconda3/envs/fastai-cpu/lib/python3.6/site-packages/fastai/vision/data.py", line 353, in from_name_re
return cls.from_name_func(path, fnames, _get_label, valid_pct=valid_pct, test=test, **kwargs)
File "/home/gianferrarif/anaconda3/envs/fastai-cpu/lib/python3.6/site-packages/fastai/vision/data.py", line 347, in from_name_func
return cls.from_lists(path, fnames, labels, valid_pct=valid_pct, test=test, **kwargs)
File "/home/gianferrarif/anaconda3/envs/fastai-cpu/lib/python3.6/site-packages/fastai/vision/data.py", line 342, in from_lists
return cls.create(*datasets, path=path, **kwargs)
File "/home/gianferrarif/anaconda3/envs/fastai-cpu/lib/python3.6/site-packages/fastai/vision/data.py", line 289, in create
zip(datasets, (bs,bs*2,bs*2), (True,False,False))]
File "/home/gianferrarif/anaconda3/envs/fastai-cpu/lib/python3.6/site-packages/fastai/vision/data.py", line 288, in <listcomp>
dls = [DataLoader(*o, num_workers=num_workers) for o in
File "/home/gianferrarif/anaconda3/envs/fastai-cpu/lib/python3.6/site-packages/torch/utils/data/dataloader.py", line 802, in __init__
sampler = RandomSampler(dataset)
File "/home/gianferrarif/anaconda3/envs/fastai-cpu/lib/python3.6/site-packages/torch/utils/data/sampler.py", line 64, in __init__
"value, but got num_samples={}".format(self.num_samples))
ValueError: num_samples should be a positive integeral value, but got num_samples=0
(fastai-cpu) gianferrarif@fgplaptop:~/Dev/qcarcrash$ python qcarcrash.py test
['/damage_1.jpg', '/whole_1.jpg']
1.0.20
<starlette.responses.JSONResponse object at 0x7fb6d538c2e8>
<starlette.responses.JSONResponse object at 0x7fb6d1fa77b8>
<starlette.responses.JSONResponse object at 0x7fb6d1fa77b8>
<starlette.responses.JSONResponse object at 0x7fb6d1fa77b8>
<starlette.responses.JSONResponse object at 0x7fb6d1fa77b8>
<starlette.responses.JSONResponse object at 0x7fb6d1fa77b8>
<starlette.responses.JSONResponse object at 0x7fb6d1fa77b8>
<starlette.responses.JSONResponse object at 0x7fb6d1fa77b8>
<starlette.responses.JSONResponse object at 0x7fb6d1fa77b8>
1.0.20
(fastai-cpu) gianferrarif@fgplaptop:~/Dev/qcarcrash$ python qcarcrash.py test
['/damage_1.jpg', '/whole_1.jpg']
1.0.20
/home/gianferrarif/anaconda3/envs/fastai-cpu/lib/python3.6/site-packages/fastprogress/fastprogress.py:95: UserWarning: Your generator is empty.
warn("Your generator is empty.")
Traceback (most recent call last):
File "qcarcrash.py", line 200, in <module>
print(str(predict_image(Path('./6b7c64a6-e1e6-11e8-a965-99eec267d82d.jpg'))))
File "qcarcrash.py", line 154, in predict_image
pred,_,_=qcrashLearners[0].predict(img)
File "/home/gianferrarif/anaconda3/envs/fastai-cpu/lib/python3.6/site-packages/fastai/vision/learner.py", line 51, in predict
res = self.pred_batch()[0]
File "/home/gianferrarif/anaconda3/envs/fastai-cpu/lib/python3.6/site-packages/fastai/basic_train.py", line 217, in pred_batch
preds,_ = self.get_preds(ds_type, with_loss=False, n_batch=1, pbar=pbar)
File "/home/gianferrarif/anaconda3/envs/fastai-cpu/lib/python3.6/site-packages/fastai/basic_train.py", line 210, in get_preds
activ=_loss_func2activ(self.loss_func), loss_func=lf, n_batch=n_batch, pbar=pbar)
File "/home/gianferrarif/anaconda3/envs/fastai-cpu/lib/python3.6/site-packages/fastai/basic_train.py", line 38, in get_preds
zip(*validate(model, dl, cb_handler=cb_handler, pbar=pbar, average=False, n_batch=n_batch))]
File "/home/gianferrarif/anaconda3/envs/fastai-cpu/lib/python3.6/site-packages/fastai/basic_train.py", line 49, in validate
for xb,yb in progress_bar(dl, parent=pbar, leave=(pbar is not None)):
File "/home/gianferrarif/anaconda3/envs/fastai-cpu/lib/python3.6/site-packages/fastprogress/fastprogress.py", line 63, in __iter__
self.update(0)
File "/home/gianferrarif/anaconda3/envs/fastai-cpu/lib/python3.6/site-packages/fastprogress/fastprogress.py", line 78, in update
self.update_bar(0)
File "/home/gianferrarif/anaconda3/envs/fastai-cpu/lib/python3.6/site-packages/fastprogress/fastprogress.py", line 96, in update_bar
self.on_update(0, '100% [0/0]')
File "/home/gianferrarif/anaconda3/envs/fastai-cpu/lib/python3.6/site-packages/fastprogress/fastprogress.py", line 258, in on_update
filled_len = int(self.length * val // self.total)
ZeroDivisionError: integer division or modulo by zero
(fastai-cpu) gianferrarif@fgplaptop:~/Dev/qcarcrash$