I am facing with a problem on machine learning code,when loading keras.models.load it throws an error on h5f.open(name, flags, fapl=fapl) and says "OSError: Unable to open file (file signature not found)"
I post the relating code here and also the error messagebest regards
DNNModel file code
import randomimport numpy as npimport tensorflow as tffrom keras.layers import Dense, Dropoutfrom keras.models import Sequentialfrom keras.regularizers import l1, l2from keras.optimizers import Adamdef set_seeds(seed = 100): random.seed(seed) np.random.seed(seed) tf.random.set_seed(seed)def cw(df): c0, c1 = np.bincount(df["dir"]) w0 = (1/c0) * (len(df)) / 2 w1 = (1/c1) * (len(df)) / 2 return {0:w0, 1:w1}optimizer = Adam(lr = 0.0001)def create_model(hl = 2, hu = 100, dropout = False, rate = 0.3, regularize = False, reg = l1(0.0005), optimizer = optimizer, input_dim = None): if not regularize: reg = None model = Sequential() model.add(Dense(hu, input_dim = input_dim, activity_regularizer = reg ,activation = "relu")) if dropout: model.add(Dropout(rate, seed = 100)) for layer in range(hl): model.add(Dense(hu, activation = "relu", activity_regularizer = reg)) if dropout: model.add(Dropout(rate, seed = 100)) model.add(Dense(1, activation = "sigmoid")) model.compile(loss = "binary_crossentropy", optimizer = optimizer, metrics = ["accuracy"]) return model
Implementation
import pandas as pdimport numpy as npimport tpqoaimport fxcmpyfrom datetime import datetime, timedeltaimport time
Loading Model and Parameters
# Loading the modelimport kerasmodel = keras.models.load_model("C:/Users/Hussein Ali/Desktop/d/DNNModel.py")**error log**---------------------------------------------------------------------------OSError Traceback (most recent call last)Cell In[1], line 3 1 # Loading the model 2 import keras----> 3 model = keras.models.load_model("C:/Users/Hussein Ali/Desktop/d/DNNModel.py")File C:\anaconda\lib\site-packages\keras\utils\traceback_utils.py:70, in filter_traceback.<locals>.error_handler(*args, **kwargs) 67 filtered_tb = _process_traceback_frames(e.__traceback__) 68 # To get the full stack trace, call: 69 # `tf.debugging.disable_traceback_filtering()`---> 70 raise e.with_traceback(filtered_tb) from None 71 finally: 72 del filtered_tbFile C:\anaconda\lib\site-packages\h5py\_hl\files.py:533, in File.__init__(self, name, mode, driver, libver, userblock_size, swmr, rdcc_nslots, rdcc_nbytes, rdcc_w0, track_order, fs_strategy, fs_persist, fs_threshold, fs_page_size, page_buf_size, min_meta_keep, min_raw_keep, locking, alignment_threshold, alignment_interval, **kwds) 525 fapl = make_fapl(driver, libver, rdcc_nslots, rdcc_nbytes, rdcc_w0, 526 locking, page_buf_size, min_meta_keep, min_raw_keep, 527 alignment_threshold=alignment_threshold, 528 alignment_interval=alignment_interval, 529 **kwds) 530 fcpl = make_fcpl(track_order=track_order, fs_strategy=fs_strategy, 531 fs_persist=fs_persist, fs_threshold=fs_threshold, 532 fs_page_size=fs_page_size)--> 533 fid = make_fid(name, mode, userblock_size, fapl, fcpl, swmr=swmr) 535 if isinstance(libver, tuple): 536 self._libver = libverFile C:\anaconda\lib\site-packages\h5py\_hl\files.py:226, in make_fid(name, mode, userblock_size, fapl, fcpl, swmr) 224 if swmr and swmr_support: 225 flags |= h5f.ACC_SWMR_READ--> 226 fid = h5f.open(name, flags, fapl=fapl) 227 elif mode == 'r+': 228 fid = h5f.open(name, h5f.ACC_RDWR, fapl=fapl)File h5py\_objects.pyx:54, in h5py._objects.with_phil.wrapper()File h5py\_objects.pyx:55, in h5py._objects.with_phil.wrapper()File h5py\h5f.pyx:106, in h5py.h5f.open()OSError: Unable to open file (file signature not found)
I am facing with a problem on machine learning code,when loading keras.models.load it throws an error on h5f.open(name, flags, fapl=fapl) and says "OSError: Unable to open file (file signature not found)".