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For what it's worth, I'm running Windows but I'm 'remoting' into my WSL2 instance through VSCode and I am using a Python virtual environment
I was running the 02_neural_network.ipynb notebook last night and everything seemed fine.
But when I was re-running the same notebook earlier today it doesn't seem like I can get access to the Google bucket due to the following output
Epoch 1/10
2024-12-08 20:46:07.169669: E external/local_tsl/tsl/platform/cloud/curl_http_request.cc:611] The transmission of request 0x7fe4d4001ce0 (URI: https://storage.googleapis.com/practical-ml-vision-book/flowers_5_jpeg%2Fflower_photos%2Froses%2F483444865_65962cea07_m.jpg) has been stuck at 0 of 0 bytes for 61 seconds and will be aborted. CURL timing information: lookup time: 0.001255 (No error), connect time: 0 (No error), pre-transfer time: 0 (No error), start-transfer time: 0 (No error)
WARNING: All log messages before absl::InitializeLog() is called are written to STDERR
I0000 00:00:1733712369.038676 64376 service.cc:148] XLA service 0x7fe51c0090d0 initialized for platform CUDA (this does not guarantee that XLA will be used). Devices:
I0000 00:00:1733712369.038836 64376 service.cc:156] StreamExecutor device (0): NVIDIA GeForce GTX 1660 Ti, Compute Capability 7.5
2024-12-08 20:46:09.127375: I tensorflow/compiler/mlir/tensorflow/utils/dump_mlir_util.cc:268] disabling MLIR crash reproducer, set env var `MLIR_CRASH_REPRODUCER_DIRECTORY` to enable.
I0000 00:00:1733712369.348996 64376 cuda_dnn.cc:529] Loaded cuDNN version 90300
11/Unknown 65s 16ms/step - accuracy: 0.1980 - loss: 79.0183
I0000 00:00:1733712370.408962 64376 device_compiler.h:188] Compiled cluster using XLA! This line is logged at most once for the lifetime of the process.
67/Unknown 80s 234ms/step - accuracy: 0.2495 - loss: 43.8153
2024-12-08 20:47:26.502372: E external/local_tsl/tsl/platform/cloud/curl_http_request.cc:611] The transmission of request 0x7fe4f41dc6c0 (URI: https://storage.googleapis.com/practical-ml-vision-book/flowers_5_jpeg%2Fflower_photos%2Fdaisy%2F20619292635_9857a12d54.jpg) has been stuck at 0 of 0 bytes for 61 seconds and will be aborted. CURL timing information: lookup time: 0.000827 (No error), connect time: 0 (No error), pre-transfer time: 0 (No error), start-transfer time: 0 (No error)
95/Unknown 146s 866ms/step - accuracy: 0.2662 - loss: 35.8853
2024-12-08 20:48:32.177232: E external/local_tsl/tsl/platform/cloud/curl_http_request.cc:611] The transmission of request 0x7fe4f01a8200 (URI: https://storage.googleapis.com/practical-ml-vision-book/flowers_5_jpeg%2Fflower_photos%2Ftulips%2F7448453762_aea8739f1b.jpg) has been stuck at 0 of 0 bytes for 61 seconds and will be aborted. CURL timing information: lookup time: 0.000959 (No error), connect time: 0 (No error), pre-transfer time: 0 (No error), start-transfer time: 0 (No error)
104/Unknown 209s 1s/step - accuracy: 0.2706 - loss: 33.9945
2024-12-08 20:48:35.154446: I tensorflow/core/framework/local_rendezvous.cc:405] Local rendezvous is aborting with status: OUT_OF_RANGE: End of sequence
[[{{node IteratorGetNext}}]]
2024-12-08 20:48:35.154492: I tensorflow/core/framework/local_rendezvous.cc:405] Local rendezvous is aborting with status: OUT_OF_RANGE: End of sequence
[[{{node IteratorGetNext}}]]
[[IteratorGetNext/_4]]
2024-12-08 20:48:35.154503: I tensorflow/core/framework/local_rendezvous.cc:424] Local rendezvous recv item cancelled. Key hash: 8449551428342137023
2024-12-08 20:48:35.154533: I tensorflow/core/framework/local_rendezvous.cc:424] Local rendezvous recv item cancelled. Key hash: 8021097489352039294
/home/digital101/Python-3.12-V/lib/python3.12/site-packages/keras/src/trainers/epoch_iterator.py:151: UserWarning: Your input ran out of data; interrupting training. Make sure that your dataset or generator can generate at least `steps_per_epoch * epochs` batches. You may need to use the `.repeat()`functionwhen building your dataset.self._interrupted_warning()2024-12-08 20:49:37.610611: E external/local_tsl/tsl/platform/cloud/curl_http_request.cc:611] The transmission of request 0x7fe424001670 (URI: https://storage.googleapis.com/practical-ml-vision-book/flowers_5_jpeg%2Fflower_photos%2Fdandelion%2F6012046444_fd80afb63a_n.jpg) has been stuck at 0 of 0 bytes for 61 seconds and will be aborted. CURL timing information: lookup time: 0.000673 (No error), connect time: 0 (No error), pre-transfer time: 0 (No error), start-transfer time: 0 (No error)104/104 ━━━━━━━━━━━━━━━━━━━━ 274s 2s/step - accuracy: 0.2710 - loss: 33.8008 - val_accuracy: 0.3946 - val_loss: 1.8215Epoch 2/102024-12-08 20:49:40.030128: I tensorflow/core/framework/local_rendezvous.cc:405] Local rendezvous is aborting with status: OUT_OF_RANGE: End of sequence [[{{node IteratorGetNext}}]] [[IteratorGetNext/_4]]2024-12-08 20:49:40.030206: I tensorflow/core/framework/local_rendezvous.cc:424] Local rendezvous recv item cancelled. Key hash: 84495514283421370232024-12-08 20:49:40.030238: I tensorflow/core/framework/local_rendezvous.cc:424] Local rendezvous recv item cancelled. Key hash: 8021097489352039294 2/104 ━━━━━━━━━━━━━━━━━━━━ 29s 286ms/step - accuracy: 0.3906 - loss: 1.5181 2024-12-08 20:50:45.359300: E external/local_tsl/tsl/platform/cloud/curl_http_request.cc:611] The transmission of request 0x7fe3e4002d90 (URI: https://storage.googleapis.com/practical-ml-vision-book/flowers_5_jpeg%2Fflower_photos%2Fsunflowers%2F6606817351_10f6e43a09.jpg) has been stuck at 0 of 0 bytes for 65 seconds and will be aborted. CURL timing information: lookup time: 0.001246 (No error), connect time: 0 (No error), pre-transfer time: 0 (No error), start-transfer time: 0 (No error) 20/104 ━━━━━━━━━━━━━━━━━━━━ 4:57 4s/step - accuracy: 0.3960 - loss: 1.65902024-12-08 20:51:48.797824: E external/local_tsl/tsl/platform/cloud/curl_http_request.cc:611] The transmission of request 0x7fe3f41deab0 (URI: https://storage.googleapis.com/practical-ml-vision-book/flowers_5_jpeg%2Fflower_photos%2Ftulips%2F405035580_94b793e71d.jpg) has been stuck at 0 of 0 bytes for 61 seconds and will be aborted. CURL timing information: lookup time: 0.000728 (No error), connect time: 0 (No error), pre-transfer time: 0 (No error), start-transfer time: 0 (No error) 42/104 ━━━━━━━━━━━━━━━━━━━━ 3:25 3s/step - accuracy: 0.3999 - loss: 1.64212024-12-08 20:52:54.594822: E external/local_tsl/tsl/platform/cloud/curl_http_request.cc:611] The transmission of request 0x7fe40010f490 (URI: https://storage.googleapis.com/practical-ml-vision-book/flowers_5_jpeg%2Fflower_photos%2Ftulips%2F4571353297_5634177744_n.jpg) has been stuck at 0 of 0 bytes for 61 seconds and will be aborted. CURL timing information: lookup time: 0.001908 (No error), connect time: 0 (No error), pre-transfer time: 0 (No error), start-transfer time: 0 (No error) 65/104 ━━━━━━━━━━━━━━━━━━━━ 2:01 3s/step - accuracy: 0.4052 - loss: 1.62942024-12-08 20:54:00.958634: E external/local_tsl/tsl/platform/cloud/curl_http_request.cc:611] The transmission of request 0x7fe400149a80 (URI: https://storage.googleapis.com/practical-ml-vision-book/flowers_5_jpeg%2Fflower_photos%2Froses%2F16339359979_6d742660b8_n.jpg) has been stuck at 0 of 0 bytes for 61 seconds and will be aborted. CURL timing information: lookup time: 0.001205 (No error), connect time: 0 (No error), pre-transfer time: 0 (No error), start-transfer time: 0 (No error)102/104 ━━━━━━━━━━━━━━━━━━━━ 5s 3s/step - accuracy: 0.4036 - loss: 1.65252024-12-08 20:55:11.227103: E external/local_tsl/tsl/platform/cloud/curl_http_request.cc:611] The transmission of request 0x7fe3e01eed50 (URI: https://storage.googleapis.com/practical-ml-vision-book/flowers_5_jpeg%2Fflower_photos%2Fdaisy%2F4697206799_19dd2a3193_m.jpg) has been stuck at 0 of 0 bytes for 61 seconds and will be aborted. CURL timing information: lookup time: 0.00056 (No error), connect time: 0 (No error), pre-transfer time: 0 (No error), start-transfer time: 0 (No error)103/104 ━━━━━━━━━━━━━━━━━━━━ 3s 3s/step - accuracy: 0.4036 - loss: 1.65332024-12-08 20:55:12.550250: E external/local_tsl/tsl/platform/cloud/curl_http_request.cc:611] The transmission of request 0x7fe3f41735a0 (URI: https://storage.googleapis.com/practical-ml-vision-book/flowers_5_jpeg%2Fflower_photos%2Fdaisy%2F20329326505_a777c71cc2.jpg) has been stuck at 0 of 0 bytes for 61 seconds and will be aborted. CURL timing information: lookup time: 0.000813 (No error), connect time: 0 (No error), pre-transfer time: 0 (No error), start-transfer time: 0 (No error)104/104 ━━━━━━━━━━━━━━━━━━━━ 0s 3s/step - accuracy: 0.4035 - loss: 1.65412024-12-08 20:55:14.149417: I tensorflow/core/framework/local_rendezvous.cc:424] Local rendezvous recv item cancelled. Key hash: 84495514283421370232024-12-08 20:55:14.149480: I tensorflow/core/framework/local_rendezvous.cc:424] Local rendezvous recv item cancelled. Key hash: 8021097489352039294104/104 ━━━━━━━━━━━━━━━━━━━━ 337s 3s/step - accuracy: 0.4034 - loss: 1.6548 - val_accuracy: 0.3459 - val_loss: 2.0934Epoch 3/102024-12-08 20:55:17.436657: I tensorflow/core/framework/local_rendezvous.cc:405] Local rendezvous is aborting with status: OUT_OF_RANGE: End of sequence [[{{node IteratorGetNext}}]] [[IteratorGetNext/_4]]2024-12-08 20:55:17.436718: I tensorflow/core/framework/local_rendezvous.cc:424] Local rendezvous recv item cancelled. Key hash: 84495514283421370232024-12-08 20:55:17.436751: I tensorflow/core/framework/local_rendezvous.cc:424] Local rendezvous recv item cancelled. Key hash: 8021097489352039294 7/104 ━━━━━━━━━━━━━━━━━━━━ 32s 332ms/step - accuracy: 0.4021 - loss: 1.68532024-12-08 20:56:20.995477: E external/local_tsl/tsl/platform/cloud/curl_http_request.cc:611] The transmission of request 0x7fe4d0101ba0 (URI: https://storage.googleapis.com/practical-ml-vision-book/flowers_5_jpeg%2Fflower_photos%2Froses%2F7502389724_85b4a6c855_n.jpg) has been stuck at 0 of 0 bytes for 61 seconds and will be aborted. CURL timing information: lookup time: 0.001129 (No error), connect time: 0 (No error), pre-transfer time: 0 (No error), start-transfer time: 0 (No error)102/104 ━━━━━━━━━━━━━━━━━━━━ 1s 906ms/step - accuracy: 0.4143 - loss: 1.64172024-12-08 20:56:49.544512: I tensorflow/core/framework/local_rendezvous.cc:424] Local rendezvous recv item cancelled. Key hash: 84495514283421370232024-12-08 20:56:49.544611: I tensorflow/core/framework/local_rendezvous.cc:424] Local rendezvous recv item cancelled. Key hash: 80210974893520392942024-12-08 20:57:51.164976: E external/local_tsl/tsl/platform/cloud/curl_http_request.cc:611] The transmission of request 0x7fe42c003580 (URI: https://storage.googleapis.com/practical-ml-vision-book/flowers_5_jpeg%2Fflower_photos%2Ftulips%2F5697471591_200ff951fa_n.jpg) has been stuck at 0 of 0 bytes for 61 seconds and will be aborted. CURL timing information: lookup time: 0.000939 (No error), connect time: 0 (No error), pre-transfer time: 0 (No error), start-transfer time: 0 (No error)2024-12-08 20:57:51.383284: E external/local_tsl/tsl/platform/cloud/curl_http_request.cc:611] The transmission of request 0x7fe448003e10 (URI: https://storage.googleapis.com/practical-ml-vision-book/flowers_5_jpeg%2Fflower_photos%2Fsunflowers%2F9535500195_543d0b729b.jpg) has been stuck at 0 of 0 bytes for 61 seconds and will be aborted. CURL timing information: lookup time: 0.001199 (No error), connect time: 0 (No error), pre-transfer time: 0 (No error), start-transfer time: 0 (No error)2024-12-08 20:57:51.545394: E external/local_tsl/tsl/platform/cloud/curl_http_request.cc:611] The transmission of request 0x7fe450001930 (URI: https://storage.googleapis.com/practical-ml-vision-book/flowers_5_jpeg%2Fflower_photos%2Ftulips%2F8623170936_83f4152431.jpg) has been stuck at 0 of 0 bytes for 61 seconds and will be aborted. CURL timing information: lookup time: 0.0012 (No error), connect time: 0 (No error), pre-transfer time: 0 (No error), start-transfer time: 0 (No error)2024-12-08 20:57:51.588392: E external/local_tsl/tsl/platform/cloud/curl_http_request.cc:611] The transmission of request 0x7fe444101bd0 (URI: https://storage.googleapis.com/practical-ml-vision-book/flowers_5_jpeg%2Fflower_photos%2Fdandelion%2F21523597492_39b6765cd7_m.jpg) has been stuck at 0 of 0 bytes for 61 seconds and will be aborted. CURL timing information: lookup time: 0.000879 (No error), connect time: 0 (No error), pre-transfer time: 0 (No error), start-transfer time: 0 (No error)104/104 ━━━━━━━━━━━━━━━━━━━━ 156s 2s/step - accuracy: 0.4140 - loss: 1.6457 - val_accuracy: 0.3054 - val_loss: 3.3878Epoch 4/102024-12-08 20:57:53.658359: I tensorflow/core/framework/local_rendezvous.cc:424] Local rendezvous recv item cancelled. Key hash: 84495514283421370232024-12-08 20:57:53.658428: I tensorflow/core/framework/local_rendezvous.cc:424] Local rendezvous recv item cancelled. Key hash: 8021097489352039294 19/104 ━━━━━━━━━━━━━━━━━━━━ 23s 278ms/step - accuracy: 0.3725 - loss: 2.52402024-12-08 20:59:00.845295: E external/local_tsl/tsl/platform/cloud/curl_http_request.cc:611] The transmission of request 0x7fe3fc12f9b0 (URI: https://storage.googleapis.com/practical-ml-vision-book/flowers_5_jpeg%2Fflower_photos%2Fdandelion%2F14278605962_d3cce5522f.jpg) has been stuck at 0 of 0 bytes for 61 seconds and will be aborted. CURL timing information: lookup time: 0.001334 (No error), connect time: 0 (No error), pre-transfer time: 0 (No error), start-transfer time: 0 (No error) 83/104 ━━━━━━━━━━━━━━━━━━━━ 21s 1s/step - accuracy: 0.3797 - loss: 2.36922024-12-08 21:00:18.494972: E external/local_tsl/tsl/platform/cloud/curl_http_request.cc:611] The transmission of request 0x7fe3f8182080 (URI: https://storage.googleapis.com/practical-ml-vision-book/flowers_5_jpeg%2Fflower_photos%2Fdaisy%2F5874818796_3efbb8769d.jpg) has been stuck at 0 of 0 bytes for 61 seconds and will be aborted. CURL timing information: lookup time: 0.000924 (No error), connect time: 0 (No error), pre-transfer time: 0 (No error), start-transfer time: 0 (No error)2024-12-08 21:00:18.520498: E external/local_tsl/tsl/platform/cloud/curl_http_request.cc:611] The transmission of request 0x7fe3e816d840 (URI: https://storage.googleapis.com/practical-ml-vision-book/flowers_5_jpeg%2Fflower_photos%2Fdaisy%2F476857510_d2b30175de_n.jpg) has been stuck at 0 of 0 bytes for 61 seconds and will be aborted. CURL timing information: lookup time: 0.001376 (No error), connect time: 0 (No error), pre-transfer time: 0 (No error), start-transfer time: 0 (No error)102/104 ━━━━━━━━━━━━━━━━━━━━ 2s 1s/step - accuracy: 0.3830 - loss: 2.34132024-12-08 21:00:38.878066: W tensorflow/core/framework/op_kernel.cc:1841] OP_REQUIRES failed at whole_file_read_ops.cc:116 : FAILED_PRECONDITION: Error executing an HTTP request: libcurl code 6 meaning 'Couldn't resolve host name', error details: Could not resolve host: storage.googleapis.com when reading gs://practical-ml-vision-book/flowers_5_jpeg/flower_photos/sunflowers/4895721788_f10208ab77_n.jpg2024-12-08 21:00:38.878482: I tensorflow/core/framework/local_rendezvous.cc:424] Local rendezvous recv item cancelled. Key hash: 84495514283421370232024-12-08 21:00:38.878601: I tensorflow/core/framework/local_rendezvous.cc:424] Local rendezvous recv item cancelled. Key hash: 8021097489352039294
I know people in the past has had issues getting access to the Google bucket so I ran the following gsutil function and was able to list out the contents in said directory
For what it's worth, I'm running Windows but I'm 'remoting' into my WSL2 instance through VSCode and I am using a Python virtual environment
I was running the
02_neural_network.ipynbnotebook last night and everything seemed fine.But when I was re-running the same notebook earlier today it doesn't seem like I can get access to the Google bucket due to the following output
I know people in the past has had issues getting access to the Google bucket so I ran the following
gsutilfunction and was able to list out the contents in said directorydigital101@Digital101:~/practical-ml-vision-book$ gsutil ls gs://practical-ml-vision-book/flowers_5_jpeg/flower_photos/ gs://practical-ml-vision-book/flowers_5_jpeg/flower_photos/LICENSE.txt gs://practical-ml-vision-book/flowers_5_jpeg/flower_photos/README.txt gs://practical-ml-vision-book/flowers_5_jpeg/flower_photos/all_data.csv gs://practical-ml-vision-book/flowers_5_jpeg/flower_photos/daisy.zip gs://practical-ml-vision-book/flowers_5_jpeg/flower_photos/dandelion.zip gs://practical-ml-vision-book/flowers_5_jpeg/flower_photos/dict.txt gs://practical-ml-vision-book/flowers_5_jpeg/flower_photos/eval_set.csv gs://practical-ml-vision-book/flowers_5_jpeg/flower_photos/flowers_200_csv.zip gs://practical-ml-vision-book/flowers_5_jpeg/flower_photos/flowers_200_folders.zip gs://practical-ml-vision-book/flowers_5_jpeg/flower_photos/flowers_200_presplit.zip gs://practical-ml-vision-book/flowers_5_jpeg/flower_photos/flowers_200_unlabeled.zip gs://practical-ml-vision-book/flowers_5_jpeg/flower_photos/flowers_full_with_csv.zip gs://practical-ml-vision-book/flowers_5_jpeg/flower_photos/inception_v3_2016_08_28.ckpt gs://practical-ml-vision-book/flowers_5_jpeg/flower_photos/open_image_inception_v3.ckpt gs://practical-ml-vision-book/flowers_5_jpeg/flower_photos/roses.zip gs://practical-ml-vision-book/flowers_5_jpeg/flower_photos/sunflowers.zip gs://practical-ml-vision-book/flowers_5_jpeg/flower_photos/train_set.csv gs://practical-ml-vision-book/flowers_5_jpeg/flower_photos/tulips.zip gs://practical-ml-vision-book/flowers_5_jpeg/flower_photos/daisy/ gs://practical-ml-vision-book/flowers_5_jpeg/flower_photos/dandelion/ gs://practical-ml-vision-book/flowers_5_jpeg/flower_photos/roses/ gs://practical-ml-vision-book/flowers_5_jpeg/flower_photos/sunflowers/ gs://practical-ml-vision-book/flowers_5_jpeg/flower_photos/tulips/Since I don't use Python often, I'm not sure where to start troubleshooting-wise and could use any help
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