Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.
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You must follow the issue template and provide as much information as possible. otherwise, this issue will be closed. 请按照 issue 模板要求填写信息。如果没有按照 issue 模板填写,将会忽略并关闭这个 issue
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Environment
Issue Description
2021-10-23 14:35:16,906 [DEBUG] kashgari - ------------------------------------------------ 2021-10-23 14:35:16,906 [DEBUG] kashgari - Loaded transformer model's vocab 2021-10-23 14:35:16,906 [DEBUG] kashgari - config_path : chinese_wwm_ext_L-12_H-768_A-12\bert_config.json 2021-10-23 14:35:16,906 [DEBUG] kashgari - vocab_path : chinese_wwm_ext_L-12_H-768_A-12\vocab.txt 2021-10-23 14:35:16,906 [DEBUG] kashgari - checkpoint_path : chinese_wwm_ext_L-12_H-768_A-12\bert_model.ckpt 2021-10-23 14:35:16,906 [DEBUG] kashgari - Top 50 words : ['[PAD]', '[unused1]', '[unused2]', '[unused3]', '[unused4]', '[unused5]', '[unused6]', '[unused7]', '[unused8]', '[unused9]', '[unused10]', '[unused11]', '[unused12]', '[unused13]', '[unused14]', '[unused15]', '[unused16]', '[unused17]', '[unused18]', '[unused19]', '[unused20]', '[unused21]', '[unused22]', '[unused23]', '[unused24]', '[unused25]', '[unused26]', '[unused27]', '[unused28]', '[unused29]', '[unused30]', '[unused31]', '[unused32]', '[unused33]', '[unused34]', '[unused35]', '[unused36]', '[unused37]', '[unused38]', '[unused39]', '[unused40]', '[unused41]', '[unused42]', '[unused43]', '[unused44]', '[unused45]', '[unused46]', '[unused47]', '[unused48]', '[unused49]'] 2021-10-23 14:35:16,906 [DEBUG] kashgari - ------------------------------------------------ Preparing text vocab dict: 100%|██████████| 500/500 [00:00<00:00, 100012.02it/s] 2021-10-23 14:35:16,914 [DEBUG] kashgari - --- Build vocab dict finished, Total: 1153 --- 2021-10-23 14:35:16,914 [DEBUG] kashgari - Top-10: ['[PAD]', '[UNK]', '[CLS]', '[SEP]', ',', '的', '。', '机', '“', '”'] Preparing text vocab dict: 100%|██████████| 500/500 [00:00<00:00, 125009.06it/s] 2021-10-23 14:35:16,919 [DEBUG] kashgari - --- Build vocab dict finished, Total: 42 --- 2021-10-23 14:35:16,919 [DEBUG] kashgari - Top-10: ['[PAD]', 'O', 'I-飞机', 'I-舰船', 'B-飞机', 'I-航空母舰', 'I-导弹', 'B-舰船', 'I-部队', 'I-城市'] 2021-10-23 14:35:16.934857: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library nvcuda.dll 2021-10-23 14:35:17.019839: E tensorflow/stream_executor/cuda/cuda_driver.cc:313] failed call to cuInit: CUDA_ERROR_NO_DEVICE: no CUDA-capable device is detected 2021-10-23 14:35:17.029292: I tensorflow/stream_executor/cuda/cuda_diagnostics.cc:169] retrieving CUDA diagnostic information for host: DESKTOP-D01NAD5 2021-10-23 14:35:17.029534: I tensorflow/stream_executor/cuda/cuda_diagnostics.cc:176] hostname: DESKTOP-D01NAD5 2021-10-23 14:35:17.030544: I tensorflow/core/platform/cpu_feature_guard.cc:143] Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX2 2021-10-23 14:35:17.049853: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x19bde303610 initialized for platform Host (this does not guarantee that XLA will be used). Devices: 2021-10-23 14:35:17.050005: I tensorflow/compiler/xla/service/service.cc:176] StreamExecutor device (0): Host, Default Version Calculating sequence length: 100%|██████████| 500/500 [00:00<?, ?it/s] 2021-10-23 14:35:25,599 [DEBUG] kashgari - Calculated sequence length = 132 2021-10-23 14:35:27,890 [DEBUG] kashgari - fit input shape: (2, 4, 132) 2021-10-23 14:35:27,890 [DEBUG] kashgari - fit input shape: (4, 132) WARNING:tensorflow:Gradients do not exist for variables ['k_conditional_random_field/transitions:0'] when minimizing the loss. WARNING:tensorflow:Gradients do not exist for variables ['k_conditional_random_field/transitions:0'] when minimizing the loss. WARNING:tensorflow:Gradients do not exist for variables ['k_conditional_random_field/transitions:0'] when minimizing the loss. WARNING:tensorflow:Gradients do not exist for variables ['k_conditional_random_field/transitions:0'] when minimizing the loss.
Reproduce
加入loss和metrics参数就会报错,如下。只有optimizer参数则不会出现此错误。 Thanks! optimizer = tensorflow.keras.optimizers.Adam(lr=5e-5) model.compile_model(optimizer=optimizer, loss='sparse_categorical_crossentropy', metrics=['accuracy'])
Other Comment
类似的问题 https://github.com/tensorflow/tensorflow/issues/37501