From c65c269488ae2d374bc5fcf389d38a3b1d40c882 Mon Sep 17 00:00:00 2001 From: Alec Gunny Date: Mon, 22 Jun 2020 09:49:10 -0700 Subject: [PATCH 01/99] adding tensorflow example stuff --- Dockerfile.examples | 11 +++++++++++ 1 file changed, 11 insertions(+) create mode 100644 Dockerfile.examples diff --git a/Dockerfile.examples b/Dockerfile.examples new file mode 100644 index 00000000000..6b3b7a695ef --- /dev/null +++ b/Dockerfile.examples @@ -0,0 +1,11 @@ +ARG base +FROM ${base} AS nvtabular +ARG token=nvidia + +ENV HOME=/home/docker +WORKDIR $HOME +VOLUME $HOME +EXPOSE 8888 + +RUN conda install -c conda-forge jupyterlab +ENTRYPOINT jupyter lab --ip=0.0.0.0 --LabApp.token=${token} From 041b083596a7d6dfdb36f53aecf0cf4303242c9e Mon Sep 17 00:00:00 2001 From: Alec Gunny Date: Tue, 23 Jun 2020 10:08:22 -0700 Subject: [PATCH 02/99] getting workflow working --- Dockerfile.examples | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/Dockerfile.examples b/Dockerfile.examples index 6b3b7a695ef..c8096a1dbb0 100644 --- a/Dockerfile.examples +++ b/Dockerfile.examples @@ -7,5 +7,10 @@ WORKDIR $HOME VOLUME $HOME EXPOSE 8888 -RUN conda install -c conda-forge jupyterlab +RUN conda install -c conda-forge jupyterlab && \ + pip install -U \ + grpcio>=1.24.3 \ + tensorflow==2.1.0 \ + tensorboard==2.2.0 \ + jupyter-tensorboard ENTRYPOINT jupyter lab --ip=0.0.0.0 --LabApp.token=${token} From 54eebaac671bcfa4856cd0ee0ecb14c4ba2169ed Mon Sep 17 00:00:00 2001 From: Alec Gunny Date: Tue, 23 Jun 2020 12:02:28 -0700 Subject: [PATCH 03/99] training of both workflows works --- Dockerfile.examples | 3 +- .../tensorflow/accelerating-tensorflow.ipynb | 36 ++++++++++++++++--- 2 files changed, 33 insertions(+), 6 deletions(-) diff --git a/Dockerfile.examples b/Dockerfile.examples index c8096a1dbb0..1146cb0f026 100644 --- a/Dockerfile.examples +++ b/Dockerfile.examples @@ -7,10 +7,11 @@ WORKDIR $HOME VOLUME $HOME EXPOSE 8888 -RUN conda install -c conda-forge jupyterlab && \ +RUN conda install -c conda-forge -c rapidsai jupyterlab dask-cudf && \ pip install -U \ grpcio>=1.24.3 \ tensorflow==2.1.0 \ + tfdlpack-gpu \ tensorboard==2.2.0 \ jupyter-tensorboard ENTRYPOINT jupyter lab --ip=0.0.0.0 --LabApp.token=${token} diff --git a/examples/tensorflow/accelerating-tensorflow.ipynb b/examples/tensorflow/accelerating-tensorflow.ipynb index 33ef54c892b..a2aae09b276 100644 --- a/examples/tensorflow/accelerating-tensorflow.ipynb +++ b/examples/tensorflow/accelerating-tensorflow.ipynb @@ -27,6 +27,15 @@ "cell_type": "code", "execution_count": 1, "metadata": {}, + "outputs": [], + "source": [ + "# TODO: include parquet -> tfrecord conversion" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, "outputs": [ { "name": "stderr", @@ -66,7 +75,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -129,9 +138,26 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 4, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/conda/lib/python3.7/site-packages/numba/cuda/envvars.py:17: NumbaWarning: \n", + "Environment variables with the 'NUMBAPRO' prefix are deprecated and consequently ignored, found use of NUMBAPRO_NVVM=/usr/local/cuda/nvvm/lib64/libnvvm.so.\n", + "\n", + "For more information about alternatives visit: ('http://numba.pydata.org/numba-doc/latest/cuda/overview.html', '#cudatoolkit-lookup')\n", + " warnings.warn(errors.NumbaWarning(msg))\n", + "/conda/lib/python3.7/site-packages/numba/cuda/envvars.py:17: NumbaWarning: \n", + "Environment variables with the 'NUMBAPRO' prefix are deprecated and consequently ignored, found use of NUMBAPRO_LIBDEVICE=/usr/local/cuda/nvvm/libdevice/.\n", + "\n", + "For more information about alternatives visit: ('http://numba.pydata.org/numba-doc/latest/cuda/overview.html', '#cudatoolkit-lookup')\n", + " warnings.warn(errors.NumbaWarning(msg))\n" + ] + } + ], "source": [ "def get_feature_columns(accelerated=False):\n", " # nothing changes in our numeric columns\n", @@ -173,7 +199,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -546,7 +572,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 6, "metadata": {}, "outputs": [ { From 3358cb2ed796e02b9f1633b09fb05f6b8c2e9910 Mon Sep 17 00:00:00 2001 From: Alec Gunny Date: Wed, 1 Jul 2020 13:54:56 -0700 Subject: [PATCH 04/99] notebook updates and addding image from run --- Dockerfile.examples | 9 +++- .../tensorflow/accelerating-tensorflow.ipynb | 46 ++++++------------ examples/tensorflow/dlrm-train.PNG | Bin 0 -> 198698 bytes 3 files changed, 22 insertions(+), 33 deletions(-) create mode 100644 examples/tensorflow/dlrm-train.PNG diff --git a/Dockerfile.examples b/Dockerfile.examples index 1146cb0f026..d0d5094a1a0 100644 --- a/Dockerfile.examples +++ b/Dockerfile.examples @@ -13,5 +13,12 @@ RUN conda install -c conda-forge -c rapidsai jupyterlab dask-cudf && \ tensorflow==2.1.0 \ tfdlpack-gpu \ tensorboard==2.2.0 \ - jupyter-tensorboard + jupyter-tensorboard \ + ipywidgets + +RUN conda install nodejs>=10.0.0 + +RUN jupyter nbextension enable --py widgetsnbextension && \ + jupyter labextension install @jupyter-widgets/jupyterlab-manager + ENTRYPOINT jupyter lab --ip=0.0.0.0 --LabApp.token=${token} diff --git a/examples/tensorflow/accelerating-tensorflow.ipynb b/examples/tensorflow/accelerating-tensorflow.ipynb index a2aae09b276..cbc34ebc880 100644 --- a/examples/tensorflow/accelerating-tensorflow.ipynb +++ b/examples/tensorflow/accelerating-tensorflow.ipynb @@ -27,15 +27,6 @@ "cell_type": "code", "execution_count": 1, "metadata": {}, - "outputs": [], - "source": [ - "# TODO: include parquet -> tfrecord conversion" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, "outputs": [ { "name": "stderr", @@ -75,7 +66,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -137,27 +128,8 @@ ] }, { - "cell_type": "code", - "execution_count": 4, + "cell_type": "markdown", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/conda/lib/python3.7/site-packages/numba/cuda/envvars.py:17: NumbaWarning: \n", - "Environment variables with the 'NUMBAPRO' prefix are deprecated and consequently ignored, found use of NUMBAPRO_NVVM=/usr/local/cuda/nvvm/lib64/libnvvm.so.\n", - "\n", - "For more information about alternatives visit: ('http://numba.pydata.org/numba-doc/latest/cuda/overview.html', '#cudatoolkit-lookup')\n", - " warnings.warn(errors.NumbaWarning(msg))\n", - "/conda/lib/python3.7/site-packages/numba/cuda/envvars.py:17: NumbaWarning: \n", - "Environment variables with the 'NUMBAPRO' prefix are deprecated and consequently ignored, found use of NUMBAPRO_LIBDEVICE=/usr/local/cuda/nvvm/libdevice/.\n", - "\n", - "For more information about alternatives visit: ('http://numba.pydata.org/numba-doc/latest/cuda/overview.html', '#cudatoolkit-lookup')\n", - " warnings.warn(errors.NumbaWarning(msg))\n" - ] - } - ], "source": [ "def get_feature_columns(accelerated=False):\n", " # nothing changes in our numeric columns\n", @@ -199,7 +171,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 3, "metadata": {}, "outputs": [ { @@ -1500,7 +1472,17 @@ "Embedding parameter count: 188746160\n", "Non-embedding parameter count: 2747145\n" ] - }, + } + ], + "source": [ + "fit_a_model('cpu', accelerated=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ { "name": "stderr", "output_type": "stream", diff --git a/examples/tensorflow/dlrm-train.PNG b/examples/tensorflow/dlrm-train.PNG new file mode 100644 index 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zg;=LqeBCzn!KsE5ceRVFDW9=p3?? z=dn$J!_Lnf9Ddf>4q*BTvFxCq>pXnLJz_h20(dv^KPniY8vhwOnmY2JW+{fM<=cnW t4bIzzYqsM(ErC@6KfwS0e&n^vq1tROF;Wl7X<`TPfnPJxr(Cgn_;>ZfMZ*99 literal 0 HcmV?d00001 From 5e27b767a8fa5f8a7fac1247bb68397bd5f8ec67 Mon Sep 17 00:00:00 2001 From: Alec Gunny Date: Thu, 2 Jul 2020 16:24:41 -0700 Subject: [PATCH 05/99] updating workflow for nightly tf build --- Dockerfile.examples.nightly | 22 +++++++++++++++++++ .../tensorflow/accelerating-tensorflow.ipynb | 2 ++ 2 files changed, 24 insertions(+) create mode 100644 Dockerfile.examples.nightly diff --git a/Dockerfile.examples.nightly b/Dockerfile.examples.nightly new file mode 100644 index 00000000000..8281c013eb9 --- /dev/null +++ b/Dockerfile.examples.nightly @@ -0,0 +1,22 @@ +ARG base +FROM ${base} AS nvtabular +ARG token=nvidia + +ENV HOME=/home/docker +WORKDIR $HOME +VOLUME $HOME +EXPOSE 8888 6006 + +RUN conda install -c conda-forge -c rapidsai jupyterlab dask-cudf && \ + conda install nodejs>=10.0.0 && \ + pip install -U \ + grpcio>=1.24.3 \ + tensorflow==2.3.0-rc0 \ + tensorboard_plugin_profile \ + jupyter-tensorboard \ + ipywidgets && \ + jupyter nbextension enable --py widgetsnbextension && \ + jupyter labextension install @jupyter-widgets/jupyterlab-manager + +ENV LD_LIBRARY_PATH="/usr/local/cuda-10.1/extras/CUPTI/lib64/:${LD_LIBRARY_PATH}" +ENTRYPOINT jupyter lab --ip=0.0.0.0 --LabApp.token=${token} diff --git a/examples/tensorflow/accelerating-tensorflow.ipynb b/examples/tensorflow/accelerating-tensorflow.ipynb index cbc34ebc880..fc229ce5932 100644 --- a/examples/tensorflow/accelerating-tensorflow.ipynb +++ b/examples/tensorflow/accelerating-tensorflow.ipynb @@ -1574,6 +1574,8 @@ "name": "stdout", "output_type": "stream", "text": [ + "INFO:tensorflow:Mixed precision compatibility check (mixed_float16): OK\n", + "Your GPU will likely run quickly with dtype policy mixed_float16 as it has compute capability of at least 7.0. Your GPU: Tesla V100-SXM2-32GB, compute capability 7.0\n", "Embedding parameter count: 188746160\n", "Non-embedding parameter count: 2747145\n" ] From 5ac8ab175d957a2dedd8f1518bac82b9fd67e69c Mon Sep 17 00:00:00 2001 From: Alec Gunny Date: Fri, 3 Jul 2020 07:16:19 -0700 Subject: [PATCH 06/99] Create dummy.txt --- examples/tensorflow/imgs/dummy.txt | 1 + 1 file changed, 1 insertion(+) create mode 100644 examples/tensorflow/imgs/dummy.txt diff --git a/examples/tensorflow/imgs/dummy.txt b/examples/tensorflow/imgs/dummy.txt new file mode 100644 index 00000000000..8b137891791 --- /dev/null +++ b/examples/tensorflow/imgs/dummy.txt @@ -0,0 +1 @@ + From b899185b15bddef5859ee68d7887e59ea7f950f1 Mon Sep 17 00:00:00 2001 From: Alec Gunny Date: Fri, 3 Jul 2020 07:17:00 -0700 Subject: [PATCH 07/99] Add files via upload --- .../imgs/accelerated-fp16/kernel-pie-chart.PNG | Bin 0 -> 93639 bytes .../imgs/accelerated-fp16/perf-summary.PNG | Bin 0 -> 101732 bytes .../imgs/accelerated-fp16/trace-view.PNG | Bin 0 -> 207048 bytes .../imgs/accelerated/kernel-pie-chart.PNG | Bin 0 -> 69538 bytes .../imgs/accelerated/perf-summary.PNG | Bin 0 -> 102457 bytes .../tensorflow/imgs/accelerated/trace-view.PNG | Bin 0 -> 177171 bytes .../imgs/native/kernel-pie-chart.PNG | Bin 0 -> 58602 bytes .../tensorflow/imgs/native/perf-summary.PNG | Bin 0 -> 103255 bytes .../imgs/native/trace-view-zoomed.PNG | Bin 0 -> 206333 bytes examples/tensorflow/imgs/native/trace-view.PNG | Bin 0 -> 197218 bytes 10 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 examples/tensorflow/imgs/accelerated-fp16/kernel-pie-chart.PNG create mode 100644 examples/tensorflow/imgs/accelerated-fp16/perf-summary.PNG create mode 100644 examples/tensorflow/imgs/accelerated-fp16/trace-view.PNG create mode 100644 examples/tensorflow/imgs/accelerated/kernel-pie-chart.PNG create mode 100644 examples/tensorflow/imgs/accelerated/perf-summary.PNG create mode 100644 examples/tensorflow/imgs/accelerated/trace-view.PNG create 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