DLPerf
DLPerf
Hello, I found a performance issue in the definition of `build_caption_greedy_inference`, model.py, [`tf.reshape(event_hidden_feats_tile, [-1, 2*self.options['rnn_size']])`](https://github.com/JaywongWang/DenseVideoCaptioning/blob/db31ca2b597840494eee31547d3bf3215a995846/model.py#L218) will be created repeatedly during program execution, resulting in reduced efficiency. I think `event_hidden_feats_tile` and...
Hello! I've found a performance issue in /src/inputs/util.py: `dataset.batch(batch_size)`[(line 229)](https://github.com/FrankWork/fudan_mtl_reviews/blob/3cb081d07167a2d97bfab2cf950c52acae3b0c2e/src/inputs/util.py#L229) should be called before `dataset.map(parse_func)`[(line 224)](https://github.com/FrankWork/fudan_mtl_reviews/blob/3cb081d07167a2d97bfab2cf950c52acae3b0c2e/src/inputs/util.py#L224), which could make your program more efficient. Here is [the tensorflow document](https://tensorflow.google.cn/guide/data_performance?hl=zh_cn#vectorized_mapping) to support...
Hello,I found a performance issue in the definition of `read_tfrecord` , fudan_mtl_reviews/blob/master/src/inputs/util.py, [dataset = dataset.map(parse_func)](https://github.com/FrankWork/fudan_mtl_reviews/blob/3cb081d07167a2d97bfab2cf950c52acae3b0c2e/src/inputs/util.py#L224) was called without **num_parallel_calls**. I think it will increase the efficiency of your program if...
Hello,[this issue]() shows the reason that I commit this PR. I sincerely wish my PR will help you.And if you think my PR has a little work,Hoping you could merge...
Hello,I found a performance issue in the definition of `input_fn` , Lapis-Hong/wide_deep/blob/master/python/lib/utils/create_record.py, [dataset = dataset.map(_parse_function)](https://github.com/Lapis-Hong/wide_deep/blob/19d4b03daffc0778fa60f9b10ff6844c559dc126/python/lib/utils/create_record.py#L42) was called without **num_parallel_calls**. I think it will increase the efficiency of your program if...
Hello! I've found a performance issue in /awesome_gans/pggan/pggan_train.py: `with tf.Session(config=config) as s`[(here)](https://github.com/kozistr/Awesome-GANs/blob/20062fb5347921af4f2053465dc026773e85168c/awesome_gans/pggan/pggan_train.py#L71) is repeatedly called in the loop `for idx, n_pg in enumerate(pg)`[(here)](https://github.com/kozistr/Awesome-GANs/blob/20062fb5347921af4f2053465dc026773e85168c/awesome_gans/pggan/pggan_train.py#L69). `tf.Session` being defined repeatedly could lead to...
Hello,I found a performance issue in the definition of `quantize_weight_eightbit` , java_predict_client/src/main/proto/tensorflow/tools/quantization/quantize_graph.py, [sess = tf.Session()](https://github.com/tobegit3hub/deep_image_model/blob/8a53edecd9e00678b278bb10f6fb4bdb1e4ee25e/java_predict_client/src/main/proto/tensorflow/tools/quantization/quantize_graph.py#L275) was repeatedly called in [ for n in quantize_weight_eightbit](https://github.com/tobegit3hub/deep_image_model/blob/8a53edecd9e00678b278bb10f6fb4bdb1e4ee25e/java_predict_client/src/main/proto/tensorflow/tools/quantization/quantize_graph.py#L598) and was not closed. I think...
Hello! I've found two types of performance issues in your program: - `batch()` should be called before `map()`. - `tf.Session` being defined repeatedly leads to incremental overhead. You can make...
Hello,I found some performance issues. **The first one** is in `train_nets.py`, [dataset = dataset.map(parse_function)](https://github.com/auroua/InsightFace_TF/blob/6ffe4296460bdfea56f91521db6d6412a89249d9/train_nets.py#L61) was called without **num_parallel_calls**. I think it will increase the efficiency of your program if you...
Hello! I've found a performance issue in your project: - `tf.Session` being defined repeatedly leads to incremental overhead. You can make your program more efficient by fixing this bug. Here...