From 6af627e7bf2d1b4694f5d34ef21d8aa18b3cfeb2 Mon Sep 17 00:00:00 2001 From: Sugarme Date: Fri, 13 Nov 2020 13:13:19 +1100 Subject: [PATCH] Delete gotch_mnist.ipynb --- example/mnist/gotch_mnist.ipynb | 1989 ------------------------------- 1 file changed, 1989 deletions(-) delete mode 100644 example/mnist/gotch_mnist.ipynb diff --git a/example/mnist/gotch_mnist.ipynb b/example/mnist/gotch_mnist.ipynb deleted file mode 100644 index 5740b87..0000000 --- a/example/mnist/gotch_mnist.ipynb +++ /dev/null @@ -1,1989 +0,0 @@ -{ - "nbformat": 4, - "nbformat_minor": 0, - "metadata": { - "colab": { - "name": "gotch-mnist.ipynb", - "provenance": [], - "collapsed_sections": [], - "include_colab_link": true - }, - "kernelspec": { - "name": "python3", - "display_name": "Python 3" - }, - "accelerator": "GPU" - }, - "cells": [ - { - "cell_type": "markdown", - "metadata": { - "id": "view-in-github", - "colab_type": "text" - }, - "source": [ - "\"Open" - ] - }, - { - "cell_type": "code", - "metadata": { - "id": "caT1iMfshw62", - "colab_type": "code", - "colab": { - "base_uri": "https://localhost:8080/", - "height": 1000 - }, - "outputId": "40e2b7a2-9002-4c18-c702-348c5d89ca23" - }, - "source": [ - "!add-apt-repository ppa:longsleep/golang-backports -y\n", - "!apt update\n", - "!apt install golang-go\n", - "!rm -rf /usr/local/share/jupyter/kernels/gophernotes\n", - "%env GOPATH=/root/go\n" - ], - "execution_count": 1, - "outputs": [ - { - "output_type": "stream", - "text": [ - "\r0% [Working]\r \rGet:1 http://security.ubuntu.com/ubuntu bionic-security InRelease [88.7 kB]\n", - "\r \rGet:2 http://ppa.launchpad.net/graphics-drivers/ppa/ubuntu bionic InRelease [21.3 kB]\n", - "\r0% [Connecting to archive.ubuntu.com (91.189.88.152)] [1 InRelease 14.2 kB/88.7\r0% [Waiting for headers] [1 InRelease 88.7 kB/88.7 kB 100%] [Connecting to clou\r \rHit:3 http://archive.ubuntu.com/ubuntu bionic InRelease\n", - "\r \rGet:4 http://archive.ubuntu.com/ubuntu bionic-updates InRelease [88.7 kB]\n", - "\r \rGet:5 http://ppa.launchpad.net/longsleep/golang-backports/ubuntu bionic InRelease [15.4 kB]\n", - 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Done\n", - "Building dependency tree \n", - "Reading state information... Done\n", - "103 packages can be upgraded. Run 'apt list --upgradable' to see them.\n", - "Reading package lists... Done\n", - "Building dependency tree \n", - "Reading state information... Done\n", - "The following package was automatically installed and is no longer required:\n", - " libnvidia-common-440\n", - "Use 'apt autoremove' to remove it.\n", - "The following additional packages will be installed:\n", - " golang-1.14-go golang-1.14-src golang-src\n", - "Suggested packages:\n", - " bzr | brz mercurial subversion\n", - "The following NEW packages will be installed:\n", - " golang-1.14-go golang-1.14-src golang-go golang-src\n", - "0 upgraded, 4 newly installed, 0 to remove and 103 not upgraded.\n", - "Need to get 63.1 MB of archives.\n", - "After this operation, 327 MB of additional disk space will be used.\n", - "Get:1 http://ppa.launchpad.net/longsleep/golang-backports/ubuntu bionic/main amd64 golang-1.14-src amd64 1.14.2-1longsleep1+bionic [13.3 MB]\n", - "Get:2 http://ppa.launchpad.net/longsleep/golang-backports/ubuntu bionic/main amd64 golang-1.14-go amd64 1.14.2-1longsleep1+bionic [49.8 MB]\n", - "Get:3 http://ppa.launchpad.net/longsleep/golang-backports/ubuntu bionic/main amd64 golang-src amd64 2:1.14-1longsleep1+bionic [3,952 B]\n", - "Get:4 http://ppa.launchpad.net/longsleep/golang-backports/ubuntu bionic/main amd64 golang-go amd64 2:1.14-1longsleep1+bionic [23.0 kB]\n", - "Fetched 63.1 MB in 1s (51.4 MB/s)\n", - "Selecting previously unselected package golang-1.14-src.\n", - "(Reading database ... 144465 files and directories currently installed.)\n", - "Preparing to unpack .../golang-1.14-src_1.14.2-1longsleep1+bionic_amd64.deb ...\n", - "Unpacking golang-1.14-src (1.14.2-1longsleep1+bionic) ...\n", - "Selecting previously unselected package golang-1.14-go.\n", - "Preparing to unpack .../golang-1.14-go_1.14.2-1longsleep1+bionic_amd64.deb ...\n", - "Unpacking golang-1.14-go (1.14.2-1longsleep1+bionic) ...\n", - "Selecting previously unselected package golang-src.\n", - "Preparing to unpack .../golang-src_2%3a1.14-1longsleep1+bionic_amd64.deb ...\n", - "Unpacking golang-src (2:1.14-1longsleep1+bionic) ...\n", - "Selecting previously unselected package golang-go.\n", - "Preparing to unpack .../golang-go_2%3a1.14-1longsleep1+bionic_amd64.deb ...\n", - "Unpacking golang-go (2:1.14-1longsleep1+bionic) ...\n", - "Setting up golang-1.14-src (1.14.2-1longsleep1+bionic) ...\n", - "Setting up golang-1.14-go (1.14.2-1longsleep1+bionic) ...\n", - "Setting up golang-src (2:1.14-1longsleep1+bionic) ...\n", - "Setting up golang-go (2:1.14-1longsleep1+bionic) ...\n", - "Processing triggers for man-db (2.8.3-2ubuntu0.1) ...\n", - "env: GOPATH=/root/go\n" - ], - "name": "stdout" - } - ] - }, - { - "cell_type": "code", - "metadata": { - "id": "UTqnRrk8tEfc", - "colab_type": "code", - "colab": { - "base_uri": "https://localhost:8080/", - "height": 1000 - }, - "outputId": "a21e453d-4278-4052-cd0f-e4575c6b261d" - }, - "source": [ - "# Install Libtorch\n", - "!rm -rf libtorch\n", - "!wget https://download.pytorch.org/libtorch/cu101/libtorch-cxx11-abi-shared-with-deps-1.5.1%2Bcu101.zip\n", - "!unzip libtorch-cxx11-abi-shared-with-deps-1.5.1+cu101.zip\n", - "!rm -rf /opt/libtorch\n", - "!mv libtorch /opt\n", - "%env LD_LIBRARY_PATH=/opt/libtorch/lib:/usr/lib64-nvidia:/usr/local/cuda-10.1/lib64" - ], - "execution_count": 2, - "outputs": [ - { - "output_type": "stream", - "text": [ - "--2020-07-24 03:17:23-- https://download.pytorch.org/libtorch/cu101/libtorch-cxx11-abi-shared-with-deps-1.5.1%2Bcu101.zip\n", - "Resolving download.pytorch.org (download.pytorch.org)... 99.86.91.5, 99.86.91.110, 99.86.91.2, ...\n", - "Connecting to download.pytorch.org (download.pytorch.org)|99.86.91.5|:443... connected.\n", - "HTTP request sent, awaiting response... 200 OK\n", - "Length: 773109672 (737M) [application/zip]\n", - "Saving to: ‘libtorch-cxx11-abi-shared-with-deps-1.5.1+cu101.zip’\n", - "\n", - "libtorch-cxx11-abi- 100%[===================>] 737.29M 39.3MB/s in 20s \n", - "\n", - "2020-07-24 03:17:43 (37.5 MB/s) - ‘libtorch-cxx11-abi-shared-with-deps-1.5.1+cu101.zip’ saved [773109672/773109672]\n", - "\n", - "Archive: libtorch-cxx11-abi-shared-with-deps-1.5.1+cu101.zip\n", - " creating: libtorch/\n", - " creating: libtorch/include/\n", - " inflating: libtorch/include/sleef.h \n", - " creating: libtorch/include/pybind11/\n", - 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" inflating: libtorch/include/torch/csrc/utils/tensor_memoryformats.h \n", - " inflating: libtorch/include/torch/csrc/utils/cuda_enabled.h \n", - " inflating: libtorch/include/torch/csrc/utils/object_ptr.h \n", - " inflating: libtorch/include/torch/csrc/utils/numpy_stub.h \n", - " inflating: libtorch/include/torch/csrc/utils/init.h \n", - " inflating: libtorch/include/torch/csrc/utils/tensor_layouts.h \n", - " inflating: libtorch/include/torch/csrc/utils/tensor_list.h \n", - " inflating: libtorch/include/torch/csrc/utils/tensor_apply.h \n", - " inflating: libtorch/include/torch/csrc/utils/python_arg_parser.h \n", - " inflating: libtorch/include/torch/csrc/utils/tensor_flatten.h \n", - " inflating: libtorch/include/torch/csrc/utils/memory.h \n", - " inflating: libtorch/include/torch/csrc/utils/python_stub.h \n", - " inflating: libtorch/include/torch/csrc/utils/variadic.h \n", - " inflating: libtorch/include/torch/csrc/utils/future.h \n", - " inflating: libtorch/include/torch/csrc/utils/disallow_copy.h \n", - " inflating: libtorch/include/torch/csrc/python_dimname.h \n", - " inflating: libtorch/include/torch/csrc/QScheme.h \n", - " inflating: libtorch/include/torch/csrc/Types.h \n", - " inflating: libtorch/include/torch/csrc/utils.h \n", - " inflating: libtorch/include/torch/csrc/PythonTypes.h \n", - " creating: libtorch/include/torch/csrc/jit/\n", - " creating: libtorch/include/torch/csrc/jit/testing/\n", - " inflating: libtorch/include/torch/csrc/jit/testing/file_check.h \n", - " inflating: libtorch/include/torch/csrc/jit/testing/hooks_for_testing.h \n", - " creating: libtorch/include/torch/csrc/jit/ir/\n", - " inflating: libtorch/include/torch/csrc/jit/ir/scope.h \n", - " inflating: libtorch/include/torch/csrc/jit/ir/constants.h \n", - " inflating: libtorch/include/torch/csrc/jit/ir/graph_node_list.h \n", - " inflating: libtorch/include/torch/csrc/jit/ir/named_value.h \n", - " inflating: libtorch/include/torch/csrc/jit/ir/type_hashing.h \n", - " inflating: libtorch/include/torch/csrc/jit/ir/ir_views.h \n", - 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" inflating: libtorch/include/torch/csrc/jit/passes/canonicalize_ops.h \n", - " inflating: libtorch/include/torch/csrc/jit/passes/liveness.h \n", - " inflating: libtorch/include/torch/csrc/jit/passes/lower_tuples.h \n", - " inflating: libtorch/include/torch/csrc/jit/passes/requires_grad_analysis.h \n", - " creating: libtorch/include/torch/csrc/jit/passes/utils/\n", - " inflating: libtorch/include/torch/csrc/jit/passes/utils/subgraph_utils.h \n", - " inflating: libtorch/include/torch/csrc/jit/passes/utils/check_alias_annotation.h \n", - " inflating: libtorch/include/torch/csrc/jit/passes/utils/memory_dag.h \n", - " inflating: libtorch/include/torch/csrc/jit/passes/inline_autodiff_subgraphs.h \n", - " inflating: libtorch/include/torch/csrc/jit/passes/quantization_patterns.h \n", - " inflating: libtorch/include/torch/csrc/jit/passes/peephole.h \n", - " inflating: libtorch/include/torch/csrc/jit/passes/freeze_module.h \n", - " inflating: libtorch/include/torch/csrc/jit/passes/dead_code_elimination.h \n", - " inflating: libtorch/include/torch/csrc/jit/passes/erase_number_types.h \n", - " inflating: libtorch/include/torch/csrc/jit/passes/guard_elimination.h \n", - " inflating: libtorch/include/torch/csrc/jit/passes/lift_closures.h \n", - " inflating: libtorch/include/torch/csrc/jit/passes/inliner.h \n", - " inflating: libtorch/include/torch/csrc/jit/passes/pass_manager.h \n", - " inflating: libtorch/include/torch/csrc/jit/passes/fuse_linear.h \n", - " inflating: libtorch/include/torch/csrc/jit/passes/cuda_graph_fuser.h \n", - " inflating: libtorch/include/torch/csrc/jit/passes/create_autodiff_subgraphs.h \n", - " inflating: libtorch/include/torch/csrc/jit/passes/remove_inplace_ops.h \n", - " inflating: libtorch/include/torch/csrc/jit/passes/clear_undefinedness.h \n", - " inflating: libtorch/include/torch/csrc/jit/passes/decompose_ops.h \n", - " inflating: libtorch/include/torch/csrc/jit/passes/graph_rewrite_helper.h \n", - " inflating: libtorch/include/torch/csrc/jit/passes/inplace_check.h \n", - " inflating: libtorch/include/torch/csrc/jit/passes/quantization.h \n", - " inflating: libtorch/include/torch/csrc/jit/passes/insert_guards.h \n", - " inflating: libtorch/include/torch/csrc/jit/passes/remove_expands.h \n", - " inflating: libtorch/include/torch/csrc/jit/passes/canonicalize.h \n", - " inflating: libtorch/include/torch/csrc/jit/passes/lower_grad_of.h \n", - " inflating: libtorch/include/torch/csrc/jit/passes/onnx.h \n", - " inflating: libtorch/include/torch/csrc/jit/passes/fixup_trace_scope_blocks.h \n", - " inflating: libtorch/include/torch/csrc/jit/passes/inline_fork_wait.h \n", - " inflating: libtorch/include/torch/csrc/jit/passes/loop_unrolling.h \n", - " inflating: libtorch/include/torch/csrc/jit/passes/subgraph_rewrite.h \n", - " inflating: libtorch/include/torch/csrc/jit/passes/prepack_folding.h \n", - " inflating: libtorch/include/torch/csrc/jit/passes/bailout_graph.h \n", - " inflating: libtorch/include/torch/csrc/jit/passes/shape_analysis.h \n", - " inflating: libtorch/include/torch/csrc/jit/passes/common_subexpression_elimination.h \n", - " inflating: libtorch/include/torch/csrc/jit/passes/xnnpack_rewrite.h \n", - " inflating: libtorch/include/torch/csrc/jit/passes/constant_pooling.h \n", - " inflating: libtorch/include/torch/csrc/jit/passes/constant_propagation.h \n", - " creating: libtorch/include/torch/csrc/jit/serialization/\n", - " inflating: libtorch/include/torch/csrc/jit/serialization/python_print.h \n", - " inflating: libtorch/include/torch/csrc/jit/serialization/import_legacy.h \n", - " inflating: libtorch/include/torch/csrc/jit/serialization/import_source.h \n", - " inflating: libtorch/include/torch/csrc/jit/serialization/pickler.h \n", - " inflating: libtorch/include/torch/csrc/jit/serialization/export.h \n", - " inflating: libtorch/include/torch/csrc/jit/serialization/source_range_serialization.h \n", - " inflating: libtorch/include/torch/csrc/jit/serialization/import.h \n", - " inflating: libtorch/include/torch/csrc/jit/serialization/unpickler.h \n", - " inflating: libtorch/include/torch/csrc/jit/serialization/source_range_serialization_impl.h \n", - " inflating: libtorch/include/torch/csrc/jit/serialization/pickle.h \n", - " inflating: libtorch/include/torch/csrc/jit/serialization/import_export_helpers.h \n", - " inflating: libtorch/include/torch/csrc/jit/jit_log.h \n", - " creating: libtorch/include/torch/csrc/jit/api/\n", - " inflating: libtorch/include/torch/csrc/jit/api/function_impl.h \n", - " inflating: libtorch/include/torch/csrc/jit/api/compilation_unit.h \n", - " inflating: libtorch/include/torch/csrc/jit/api/module.h \n", - " inflating: libtorch/include/torch/csrc/jit/api/object.h \n", - " inflating: libtorch/include/torch/csrc/jit/api/method.h \n", - " creating: libtorch/include/torch/csrc/jit/python/\n", - " inflating: libtorch/include/torch/csrc/jit/python/pybind.h \n", - " inflating: libtorch/include/torch/csrc/jit/python/python_tree_views.h \n", - " inflating: libtorch/include/torch/csrc/jit/python/python_custom_class.h \n", - " inflating: libtorch/include/torch/csrc/jit/python/python_sugared_value.h \n", - " inflating: libtorch/include/torch/csrc/jit/python/python_ivalue.h \n", - " inflating: libtorch/include/torch/csrc/jit/python/module_python.h \n", - " inflating: libtorch/include/torch/csrc/jit/python/python_tracer.h \n", - " inflating: libtorch/include/torch/csrc/jit/python/pybind_utils.h \n", - " inflating: libtorch/include/torch/csrc/jit/python/python_ir.h \n", - " inflating: libtorch/include/torch/csrc/jit/python/python_arg_flatten.h \n", - " inflating: libtorch/include/torch/csrc/jit/python/init.h \n", - " inflating: libtorch/include/torch/csrc/jit/python/script_init.h \n", - " inflating: libtorch/include/torch/csrc/jit/python/update_graph_executor_opt.h \n", - " creating: libtorch/include/torch/csrc/jit/frontend/\n", - " inflating: libtorch/include/torch/csrc/jit/frontend/lexer.h \n", - " inflating: libtorch/include/torch/csrc/jit/frontend/inline_loop_condition.h \n", - " inflating: libtorch/include/torch/csrc/jit/frontend/builtin_functions.h \n", - " inflating: libtorch/include/torch/csrc/jit/frontend/error_report.h \n", - " inflating: libtorch/include/torch/csrc/jit/frontend/canonicalize_modified_loop.h \n", - " inflating: libtorch/include/torch/csrc/jit/frontend/schema_matching.h \n", - " inflating: libtorch/include/torch/csrc/jit/frontend/source_range.h \n", - " inflating: libtorch/include/torch/csrc/jit/frontend/function_schema_parser.h \n", - " inflating: libtorch/include/torch/csrc/jit/frontend/exit_transforms.h \n", - " inflating: libtorch/include/torch/csrc/jit/frontend/tracer.h \n", - " inflating: libtorch/include/torch/csrc/jit/frontend/sugared_value.h \n", - " inflating: libtorch/include/torch/csrc/jit/frontend/ir_emitter.h \n", - " inflating: libtorch/include/torch/csrc/jit/frontend/edit_distance.h \n", - " inflating: libtorch/include/torch/csrc/jit/frontend/script_type_parser.h \n", - " inflating: libtorch/include/torch/csrc/jit/frontend/convert_to_ssa.h \n", - " inflating: libtorch/include/torch/csrc/jit/frontend/tree_views.h \n", - " inflating: libtorch/include/torch/csrc/jit/frontend/concrete_module_type.h \n", - " inflating: libtorch/include/torch/csrc/jit/frontend/parser_constants.h \n", - " inflating: libtorch/include/torch/csrc/jit/frontend/parser.h \n", - " inflating: libtorch/include/torch/csrc/jit/frontend/strtod.h \n", - " inflating: libtorch/include/torch/csrc/jit/frontend/schema_type_parser.h \n", - " inflating: libtorch/include/torch/csrc/jit/frontend/resolver.h \n", - " inflating: libtorch/include/torch/csrc/jit/frontend/code_template.h \n", - " inflating: libtorch/include/torch/csrc/jit/frontend/parse_string_literal.h \n", - " inflating: libtorch/include/torch/csrc/jit/frontend/tree.h \n", - " inflating: libtorch/include/torch/csrc/jit/frontend/mini_environment.h \n", - " creating: libtorch/include/torch/csrc/jit/runtime/\n", - " inflating: libtorch/include/torch/csrc/jit/runtime/argument_spec.h \n", - " inflating: libtorch/include/torch/csrc/jit/runtime/operator.h \n", - " inflating: libtorch/include/torch/csrc/jit/runtime/exception_message.h \n", - " inflating: libtorch/include/torch/csrc/jit/runtime/interpreter.h \n", - " inflating: libtorch/include/torch/csrc/jit/runtime/autodiff.h \n", - " inflating: libtorch/include/torch/csrc/jit/runtime/instruction.h \n", - " inflating: libtorch/include/torch/csrc/jit/runtime/print_handler.h \n", - " inflating: libtorch/include/torch/csrc/jit/runtime/operator_options.h \n", - " inflating: libtorch/include/torch/csrc/jit/runtime/profiling_graph_executor_impl.h \n", - " inflating: libtorch/include/torch/csrc/jit/runtime/graph_executor.h \n", - " inflating: libtorch/include/torch/csrc/jit/runtime/graph_executor_impl.h \n", - " inflating: libtorch/include/torch/csrc/jit/runtime/symbolic_script.h \n", - " inflating: libtorch/include/torch/csrc/jit/runtime/logging.h \n", - " inflating: libtorch/include/torch/csrc/jit/runtime/variable_tensor_list.h \n", - " inflating: libtorch/include/torch/csrc/jit/runtime/custom_operator.h \n", - " inflating: libtorch/include/torch/csrc/jit/runtime/jit_exception.h \n", - " inflating: libtorch/include/torch/csrc/jit/runtime/profiling_record.h \n", - " inflating: libtorch/include/torch/csrc/jit/runtime/vararg_functions.h \n", - " inflating: libtorch/include/torch/csrc/copy_utils.h \n", - " inflating: libtorch/include/torch/csrc/THP.h \n", - " inflating: libtorch/include/torch/csrc/python_headers.h \n", - " creating: libtorch/include/torch/csrc/onnx/\n", - " inflating: libtorch/include/torch/csrc/onnx/onnx.h \n", - " inflating: libtorch/include/torch/csrc/onnx/init.h \n", - " creating: libtorch/include/torch/csrc/autograd/\n", - " inflating: libtorch/include/torch/csrc/autograd/profiler.h \n", - " inflating: libtorch/include/torch/csrc/autograd/python_hook.h \n", - " inflating: libtorch/include/torch/csrc/autograd/python_anomaly_mode.h \n", - " inflating: libtorch/include/torch/csrc/autograd/custom_function.h \n", - " inflating: libtorch/include/torch/csrc/autograd/python_autograd.h \n", - " inflating: libtorch/include/torch/csrc/autograd/python_variable_indexing.h \n", - " inflating: libtorch/include/torch/csrc/autograd/python_legacy_variable.h \n", - " inflating: libtorch/include/torch/csrc/autograd/VariableTypeUtils.h \n", - " inflating: libtorch/include/torch/csrc/autograd/python_nn_functions.h \n", - " inflating: libtorch/include/torch/csrc/autograd/variable.h \n", - " inflating: libtorch/include/torch/csrc/autograd/python_variable.h \n", - " inflating: libtorch/include/torch/csrc/autograd/function_hook.h \n", - " inflating: libtorch/include/torch/csrc/autograd/saved_variable.h \n", - " creating: libtorch/include/torch/csrc/autograd/utils/\n", - " inflating: libtorch/include/torch/csrc/autograd/utils/error_messages.h \n", - " inflating: libtorch/include/torch/csrc/autograd/utils/wrap_outputs.h \n", - " inflating: libtorch/include/torch/csrc/autograd/utils/python_arg_parsing.h \n", - " inflating: libtorch/include/torch/csrc/autograd/input_buffer.h \n", - " inflating: libtorch/include/torch/csrc/autograd/cpp_hook.h \n", - " inflating: libtorch/include/torch/csrc/autograd/anomaly_mode.h \n", - " inflating: libtorch/include/torch/csrc/autograd/autograd.h \n", - " inflating: libtorch/include/torch/csrc/autograd/function.h \n", - " inflating: libtorch/include/torch/csrc/autograd/engine.h \n", - " creating: libtorch/include/torch/csrc/autograd/functions/\n", - " inflating: libtorch/include/torch/csrc/autograd/functions/comm.h \n", - " inflating: libtorch/include/torch/csrc/autograd/functions/tensor.h \n", - " inflating: libtorch/include/torch/csrc/autograd/functions/basic_ops.h \n", - " inflating: libtorch/include/torch/csrc/autograd/functions/pybind.h \n", - " inflating: libtorch/include/torch/csrc/autograd/functions/utils.h \n", - " inflating: libtorch/include/torch/csrc/autograd/functions/accumulate_grad.h \n", - " inflating: libtorch/include/torch/csrc/autograd/input_metadata.h \n", - " inflating: libtorch/include/torch/csrc/autograd/python_engine.h \n", - " inflating: libtorch/include/torch/csrc/autograd/symbolic.h \n", - " creating: libtorch/include/torch/csrc/autograd/generated/\n", - " inflating: libtorch/include/torch/csrc/autograd/generated/python_functions.h \n", - " inflating: libtorch/include/torch/csrc/autograd/generated/Functions.h \n", - " inflating: libtorch/include/torch/csrc/autograd/generated/RegistrationDeclarations.h \n", - " inflating: libtorch/include/torch/csrc/autograd/generated/VariableType.h \n", - " inflating: libtorch/include/torch/csrc/autograd/generated/variable_factories.h \n", - " inflating: libtorch/include/torch/csrc/autograd/edge.h \n", - " inflating: libtorch/include/torch/csrc/autograd/python_cpp_function.h \n", - " inflating: libtorch/include/torch/csrc/autograd/python_function.h \n", - " inflating: libtorch/include/torch/csrc/autograd/record_function.h \n", - " inflating: libtorch/include/torch/csrc/autograd/grad_mode.h \n", - " inflating: libtorch/include/torch/csrc/DataLoader.h \n", - " creating: libtorch/include/torch/csrc/api/\n", - " creating: libtorch/include/torch/csrc/api/include/\n", - " creating: libtorch/include/torch/csrc/api/include/torch/\n", - " inflating: libtorch/include/torch/csrc/api/include/torch/all.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/python.h \n", - " creating: libtorch/include/torch/csrc/api/include/torch/data/\n", - " creating: libtorch/include/torch/csrc/api/include/torch/data/transforms/\n", - " inflating: libtorch/include/torch/csrc/api/include/torch/data/transforms/tensor.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/data/transforms/base.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/data/transforms/collate.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/data/transforms/stack.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/data/transforms/lambda.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/data/example.h \n", - " creating: libtorch/include/torch/csrc/api/include/torch/data/dataloader/\n", - " inflating: libtorch/include/torch/csrc/api/include/torch/data/dataloader/base.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/data/dataloader/stateless.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/data/dataloader/stateful.h \n", - " creating: libtorch/include/torch/csrc/api/include/torch/data/samplers/\n", - " inflating: libtorch/include/torch/csrc/api/include/torch/data/samplers/custom_batch_request.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/data/samplers/base.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/data/samplers/distributed.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/data/samplers/stream.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/data/samplers/serialize.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/data/samplers/sequential.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/data/samplers/random.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/data/datasets.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/data/worker_exception.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/data/iterator.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/data/samplers.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/data/dataloader_options.h \n", - " creating: libtorch/include/torch/csrc/api/include/torch/data/detail/\n", - " inflating: libtorch/include/torch/csrc/api/include/torch/data/detail/sequencers.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/data/detail/queue.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/data/detail/data_shuttle.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/data/dataloader.h \n", - " creating: libtorch/include/torch/csrc/api/include/torch/data/datasets/\n", - " inflating: libtorch/include/torch/csrc/api/include/torch/data/datasets/tensor.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/data/datasets/base.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/data/datasets/stateful.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/data/datasets/shared.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/data/datasets/map.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/data/datasets/mnist.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/data/datasets/chunk.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/data/transforms.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/cuda.h \n", - " creating: libtorch/include/torch/csrc/api/include/torch/serialize/\n", - " inflating: libtorch/include/torch/csrc/api/include/torch/serialize/tensor.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/serialize/archive.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/serialize/input-archive.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/serialize/output-archive.h \n", - " creating: libtorch/include/torch/csrc/api/include/torch/nn/\n", - " creating: libtorch/include/torch/csrc/api/include/torch/nn/parallel/\n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/parallel/data_parallel.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/functional.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/options.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/pimpl.h \n", - " creating: libtorch/include/torch/csrc/api/include/torch/nn/utils/\n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/utils/convert_parameters.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/utils/rnn.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/utils/clip_grad.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/utils.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/modules.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/module.h \n", - " creating: libtorch/include/torch/csrc/api/include/torch/nn/modules/\n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/modules/fold.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/modules/padding.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/modules/embedding.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/modules/dropout.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/modules/adaptive.h \n", - " creating: libtorch/include/torch/csrc/api/include/torch/nn/modules/container/\n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/modules/container/functional.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/modules/container/any_module_holder.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/modules/container/any_value.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/modules/container/any.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/modules/container/named_any.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/modules/container/sequential.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/modules/container/modulelist.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/modules/_functions.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/modules/instancenorm.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/modules/linear.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/modules/batchnorm.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/modules/common.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/modules/utils.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/modules/distance.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/modules/pixelshuffle.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/modules/activation.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/modules/rnn.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/modules/normalization.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/modules/conv.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/modules/upsampling.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/modules/loss.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/modules/pooling.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/cloneable.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/pimpl-inl.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/init.h \n", - " creating: libtorch/include/torch/csrc/api/include/torch/nn/options/\n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/options/fold.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/options/padding.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/options/embedding.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/options/dropout.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/options/adaptive.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/options/instancenorm.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/options/linear.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/options/batchnorm.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/options/distance.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/options/pixelshuffle.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/options/activation.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/options/rnn.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/options/vision.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/options/normalization.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/options/conv.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/options/upsampling.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/options/loss.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/options/pooling.h \n", - " creating: libtorch/include/torch/csrc/api/include/torch/nn/functional/\n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/functional/fold.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/functional/padding.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/functional/embedding.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/functional/dropout.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/functional/instancenorm.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/functional/linear.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/functional/batchnorm.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/functional/distance.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/functional/pixelshuffle.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/functional/activation.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/functional/vision.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/functional/normalization.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/functional/conv.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/functional/upsampling.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/functional/loss.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn/functional/pooling.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/optim.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/data.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/nn.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/torch.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/jit.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/utils.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/expanding_array.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/enum.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/autograd.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/serialize.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/arg.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/types.h \n", - " creating: libtorch/include/torch/csrc/api/include/torch/detail/\n", - " inflating: libtorch/include/torch/csrc/api/include/torch/detail/TensorDataContainer.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/detail/static.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/ordered_dict.h \n", - " creating: libtorch/include/torch/csrc/api/include/torch/optim/\n", - " inflating: libtorch/include/torch/csrc/api/include/torch/optim/sgd.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/optim/lbfgs.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/optim/optimizer.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/optim/serialize.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/optim/adagrad.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/optim/rmsprop.h \n", - " inflating: libtorch/include/torch/csrc/api/include/torch/optim/adam.h \n", - " inflating: libtorch/include/torch/csrc/Module.h \n", - " inflating: libtorch/include/torch/csrc/Exceptions.h \n", - " inflating: libtorch/include/torch/csrc/WindowsTorchApiMacro.h \n", - " inflating: libtorch/include/torch/csrc/serialization.h \n", - " inflating: libtorch/include/torch/csrc/Generator.h \n", - " inflating: libtorch/include/torch/csrc/DynamicTypes.h \n", - " inflating: libtorch/include/torch/extension.h \n", - " creating: libtorch/include/THC/\n", - " inflating: libtorch/include/THC/THCReduce.cuh \n", - " inflating: libtorch/include/THC/THCGenerateShortType.h \n", - " inflating: libtorch/include/THC/THCThrustAllocator.cuh \n", - " inflating: libtorch/include/THC/THCDeviceTensor-inl.cuh \n", - " inflating: libtorch/include/THC/THC.h \n", - " inflating: libtorch/include/THC/THCDeviceTensorUtils-inl.cuh \n", - " inflating: libtorch/include/THC/THCGeneral.h \n", - " inflating: libtorch/include/THC/THCAsmUtils.cuh \n", - " inflating: libtorch/include/THC/THCStorage.h \n", - " inflating: libtorch/include/THC/THCSleep.h \n", - " inflating: libtorch/include/THC/THCTensorCopy.h \n", - " inflating: libtorch/include/THC/THCReduceApplyUtils.cuh \n", - " inflating: libtorch/include/THC/THCTensorMathMagma.cuh \n", - " inflating: libtorch/include/THC/THCTensorCopy.hpp \n", - " creating: libtorch/include/THC/generic/\n", - " inflating: libtorch/include/THC/generic/THCStorage.h \n", - " inflating: libtorch/include/THC/generic/THCTensorTopK.h \n", - " inflating: libtorch/include/THC/generic/THCTensorCopy.h \n", - " inflating: libtorch/include/THC/generic/THCTensorScatterGather.h \n", - " inflating: libtorch/include/THC/generic/THCTensorMathMagma.h \n", - " inflating: libtorch/include/THC/generic/THCTensorMathScan.h \n", - " inflating: libtorch/include/THC/generic/THCTensorMathPairwise.h \n", - " inflating: libtorch/include/THC/generic/THCTensorMasked.h \n", - " inflating: libtorch/include/THC/generic/THCTensorMathPointwise.h \n", - " inflating: libtorch/include/THC/generic/THCTensorMathReduce.h \n", - " inflating: libtorch/include/THC/generic/THCTensorSort.h \n", - " inflating: libtorch/include/THC/generic/THCTensor.h \n", - " inflating: libtorch/include/THC/generic/THCTensorMode.h \n", - " inflating: libtorch/include/THC/generic/THCStorageCopy.h \n", - " inflating: libtorch/include/THC/generic/THCTensorRandom.h \n", - " inflating: libtorch/include/THC/generic/THCTensorIndex.h \n", - " inflating: libtorch/include/THC/generic/THCTensorMath.h \n", - " inflating: libtorch/include/THC/generic/THCTensorMathBlas.h \n", - " inflating: libtorch/include/THC/THCTensor.hpp \n", - " inflating: libtorch/include/THC/THCIntegerDivider.cuh \n", - " inflating: libtorch/include/THC/THCDeviceUtils.cuh \n", - " inflating: libtorch/include/THC/THCGenerateByteType.h \n", - " inflating: libtorch/include/THC/THCTensorRandom.cuh \n", - " inflating: libtorch/include/THC/THCTensorMathReduce.cuh \n", - " inflating: libtorch/include/THC/THCNumerics.cuh \n", - " inflating: libtorch/include/THC/THCAtomics.cuh \n", - " inflating: libtorch/include/THC/THCGenerateFloatTypes.h \n", - " inflating: libtorch/include/THC/THCGenerateHalfType.h \n", - " inflating: libtorch/include/THC/THCGenerateLongType.h \n", - " inflating: libtorch/include/THC/THCScanUtils.cuh \n", - " inflating: libtorch/include/THC/THCGeneral.hpp \n", - " inflating: libtorch/include/THC/THCTensorTypeUtils.cuh \n", - " inflating: libtorch/include/THC/THCGenerateCharType.h \n", - " inflating: libtorch/include/THC/THCAllocator.h \n", - " inflating: libtorch/include/THC/THCBlas.h \n", - " inflating: libtorch/include/THC/THCStorage.hpp \n", - " inflating: libtorch/include/THC/THCGenerateDoubleType.h \n", - " inflating: libtorch/include/THC/THCReduceAll.cuh \n", - " inflating: libtorch/include/THC/THCGenerateIntType.h \n", - " inflating: libtorch/include/THC/THCGenerateAllTypes.h \n", - " inflating: libtorch/include/THC/THCGenerateBFloat16Type.h \n", - " inflating: libtorch/include/THC/THCTensorSort.cuh \n", - " inflating: libtorch/include/THC/THCTensorTopK.cuh \n", - " inflating: libtorch/include/THC/THCDeviceTensorUtils.cuh \n", - " inflating: libtorch/include/THC/THCCachingHostAllocator.h \n", - " inflating: libtorch/include/THC/THCSortUtils.cuh \n", - " inflating: libtorch/include/THC/THCTensor.h \n", - " inflating: libtorch/include/THC/THCStorageCopy.h \n", - " inflating: libtorch/include/THC/THCDeviceTensor.cuh \n", - " inflating: libtorch/include/THC/THCTensorMathPointwise.cuh \n", - " inflating: libtorch/include/THC/THCTensorInfo.cuh \n", - " inflating: libtorch/include/THC/THCGenerateFloatType.h \n", - " inflating: libtorch/include/THC/THCTensorMode.cuh \n", - " inflating: libtorch/include/THC/THCApply.cuh \n", - " inflating: libtorch/include/THC/THCTensorRandom.h \n", - " inflating: libtorch/include/THC/THCGenerateBoolType.h \n", - " inflating: libtorch/include/THC/THCTensorMath.h \n", - " creating: libtorch/include/TH/\n", - " inflating: libtorch/include/TH/THGenerateFloatTypes.h \n", - " inflating: libtorch/include/TH/THGenerateBoolType.h \n", - " inflating: libtorch/include/TH/THGenerateFloatType.h \n", - " inflating: libtorch/include/TH/THDiskFile.h \n", - " inflating: libtorch/include/TH/THLapack.h \n", - " inflating: libtorch/include/TH/THGenerator.hpp \n", - " inflating: libtorch/include/TH/THGenerateQInt8Type.h \n", - " inflating: libtorch/include/TH/THGenerateCharType.h \n", - " inflating: libtorch/include/TH/THFile.h \n", - " inflating: libtorch/include/TH/THGenerateQUInt8Type.h \n", - " inflating: libtorch/include/TH/TH.h \n", - " inflating: libtorch/include/TH/THTensorApply.h \n", - " creating: libtorch/include/TH/generic/\n", - " inflating: libtorch/include/TH/generic/THLapack.h \n", - " inflating: libtorch/include/TH/generic/THTensorMath.h \n", - " inflating: libtorch/include/TH/generic/THStorage.h \n", - " inflating: libtorch/include/TH/generic/THTensorLapack.h \n", - " inflating: libtorch/include/TH/generic/THTensor.hpp \n", - " inflating: libtorch/include/TH/generic/THTensorFill.h \n", - " inflating: libtorch/include/TH/generic/THTensorFastGetSet.hpp \n", - " inflating: libtorch/include/TH/generic/THTensor.h \n", - " inflating: libtorch/include/TH/generic/THVector.h \n", - " inflating: libtorch/include/TH/generic/THBlas.h \n", - " inflating: libtorch/include/TH/generic/THStorageCopy.h \n", - " inflating: libtorch/include/TH/generic/THTensorRandom.h \n", - " inflating: libtorch/include/TH/THGenerateQTypes.h \n", - " inflating: libtorch/include/TH/THGenerateIntType.h \n", - " inflating: libtorch/include/TH/THStorage.h \n", - " inflating: libtorch/include/TH/THGenerateBFloat16Type.h \n", - " inflating: libtorch/include/TH/THMemoryFile.h \n", - " inflating: libtorch/include/TH/THFilePrivate.h \n", - " inflating: libtorch/include/TH/THGenerateAllTypes.h \n", - " inflating: libtorch/include/TH/THGenerateByteType.h \n", - " inflating: libtorch/include/TH/THTensor.hpp \n", - " inflating: libtorch/include/TH/THHalf.h \n", - " inflating: libtorch/include/TH/THGenerateHalfType.h \n", - " inflating: libtorch/include/TH/THGenerateDoubleType.h \n", - " inflating: libtorch/include/TH/THGenerateShortType.h \n", - " inflating: libtorch/include/TH/THStorageFunctions.h \n", - " inflating: libtorch/include/TH/THTensorDimApply.h \n", - " inflating: libtorch/include/TH/THGenerateLongType.h \n", - " inflating: libtorch/include/TH/THTensor.h \n", - " inflating: libtorch/include/TH/THAllocator.h \n", - " inflating: libtorch/include/TH/THGenerateQInt32Type.h \n", - " inflating: libtorch/include/TH/THVector.h \n", - " inflating: libtorch/include/TH/THStorageFunctions.hpp \n", - " inflating: libtorch/include/TH/THBlas.h \n", - " inflating: libtorch/include/TH/THGeneral.h \n", - " inflating: libtorch/include/TH/THGenerateIntTypes.h \n", - " creating: libtorch/include/ATen/\n", - " inflating: libtorch/include/ATen/DeviceGuard.h \n", - " inflating: libtorch/include/ATen/InitialTensorOptions.h \n", - " extracting: libtorch/include/ATen/Layout.h \n", - " inflating: libtorch/include/ATen/CUDAGenerator.h \n", - " inflating: libtorch/include/ATen/TensorGeometry.h \n", - " inflating: libtorch/include/ATen/ExpandUtils.h \n", - " inflating: libtorch/include/ATen/DynamicLibrary.h \n", - " inflating: libtorch/include/ATen/TensorAccessor.h \n", - " extracting: libtorch/include/ATen/Storage.h \n", - " inflating: libtorch/include/ATen/dlpack.h \n", - " creating: libtorch/include/ATen/cpu/\n", - " inflating: libtorch/include/ATen/cpu/vml.h \n", - " creating: libtorch/include/ATen/cpu/vec256/\n", - " inflating: libtorch/include/ATen/cpu/vec256/functional.h \n", - " inflating: libtorch/include/ATen/cpu/vec256/vec256_double.h \n", - " inflating: libtorch/include/ATen/cpu/vec256/vec256.h \n", - " inflating: libtorch/include/ATen/cpu/vec256/vec256_float.h \n", - " inflating: libtorch/include/ATen/cpu/vec256/vec256_int.h \n", - " inflating: libtorch/include/ATen/cpu/vec256/vec256_complex_float.h \n", - " inflating: libtorch/include/ATen/cpu/vec256/vec256_qint.h \n", - " inflating: libtorch/include/ATen/cpu/vec256/vec256_base.h \n", - " inflating: libtorch/include/ATen/cpu/vec256/intrinsics.h \n", - " inflating: libtorch/include/ATen/cpu/vec256/vec256_complex_double.h \n", - " inflating: libtorch/include/ATen/cpu/FlushDenormal.h \n", - " inflating: libtorch/include/ATen/Utils.h \n", - " inflating: libtorch/include/ATen/ParallelNative.h \n", - " inflating: libtorch/include/ATen/MkldnnCPUType.h \n", - " inflating: libtorch/include/ATen/CPUType.h \n", - " extracting: libtorch/include/ATen/SmallVector.h \n", - " inflating: libtorch/include/ATen/ScalarOps.h \n", - " extracting: libtorch/include/ATen/Device.h \n", - " inflating: libtorch/include/ATen/Config.h \n", - " inflating: libtorch/include/ATen/MatrixRef.h \n", - " creating: libtorch/include/ATen/cuda/\n", - " inflating: libtorch/include/ATen/cuda/CUDAMultiStreamGuard.h \n", - " inflating: libtorch/include/ATen/cuda/ATenCUDAGeneral.h \n", - " inflating: libtorch/include/ATen/cuda/CUDADevice.h \n", - " inflating: libtorch/include/ATen/cuda/CUDAUtils.h \n", - " inflating: libtorch/include/ATen/cuda/CUDAContext.h \n", - " inflating: libtorch/include/ATen/cuda/CUDAConfig.h \n", - " inflating: libtorch/include/ATen/cuda/PinnedMemoryAllocator.h \n", - " inflating: libtorch/include/ATen/cuda/CUDAApplyUtils.cuh \n", - " creating: libtorch/include/ATen/cuda/detail/\n", - " inflating: libtorch/include/ATen/cuda/detail/OffsetCalculator.cuh \n", - " inflating: libtorch/include/ATen/cuda/detail/CUDAHooks.h \n", - " inflating: libtorch/include/ATen/cuda/detail/DeviceThreadHandles.h \n", - " inflating: libtorch/include/ATen/cuda/detail/IndexUtils.cuh \n", - " inflating: libtorch/include/ATen/cuda/detail/TensorInfo.cuh \n", - " inflating: libtorch/include/ATen/cuda/detail/KernelUtils.h \n", - " inflating: libtorch/include/ATen/cuda/Exceptions.h \n", - " inflating: libtorch/include/ATen/cuda/NumericLimits.cuh \n", - " inflating: libtorch/include/ATen/cuda/CUDATensorMethods.cuh \n", - " inflating: libtorch/include/ATen/cuda/CUDABlas.h \n", - " inflating: libtorch/include/ATen/cuda/CUDAEvent.h \n", - " inflating: libtorch/include/ATen/SparseCPUType.h \n", - " inflating: libtorch/include/ATen/Functions.h \n", - " inflating: libtorch/include/ATen/WrapDimUtils.h \n", - " inflating: libtorch/include/ATen/Dispatch.h \n", - " inflating: libtorch/include/ATen/Version.h \n", - " inflating: libtorch/include/ATen/Parallel.h \n", - " inflating: libtorch/include/ATen/OpaqueTensorImpl.h \n", - " inflating: libtorch/include/ATen/CPUApplyUtils.h \n", - " inflating: libtorch/include/ATen/ParallelOpenMP.h \n", - " creating: libtorch/include/ATen/hip/\n", - " creating: libtorch/include/ATen/hip/impl/\n", - " inflating: libtorch/include/ATen/hip/impl/HIPStreamMasqueradingAsCUDA.h \n", - " inflating: libtorch/include/ATen/hip/impl/HIPAllocatorMasqueradingAsCUDA.h \n", - " inflating: libtorch/include/ATen/hip/impl/HIPGuardImplMasqueradingAsCUDA.h \n", - " inflating: libtorch/include/ATen/hip/impl/HIPCachingAllocatorMasqueradingAsCUDA.h \n", - " inflating: libtorch/include/ATen/AccumulateType.h \n", - " inflating: libtorch/include/ATen/QuantizedCPUType.h \n", - " inflating: libtorch/include/ATen/TensorUtils.h \n", - " extracting: libtorch/include/ATen/Formatting.h \n", - " extracting: libtorch/include/ATen/ArrayRef.h \n", - " extracting: libtorch/include/ATen/DimVector.h \n", - " inflating: libtorch/include/ATen/TypeDefault.h \n", - " extracting: libtorch/include/ATen/Backend.h \n", - " inflating: libtorch/include/ATen/Tensor.h \n", - " inflating: libtorch/include/ATen/PTThreadPool.h \n", - " inflating: libtorch/include/ATen/NumericUtils.h \n", - " inflating: libtorch/include/ATen/Context.h \n", - " inflating: libtorch/include/ATen/ScalarType.h \n", - " inflating: libtorch/include/ATen/MemoryOverlap.h \n", - " inflating: libtorch/include/ATen/NamedTensorUtils.h \n", - " inflating: libtorch/include/ATen/TensorIndexing.h \n", - " creating: libtorch/include/ATen/core/\n", - " inflating: libtorch/include/ATen/core/TensorAccessor.h \n", - " inflating: libtorch/include/ATen/core/DeprecatedTypeProperties.h \n", - " creating: libtorch/include/ATen/core/boxing/\n", - " inflating: libtorch/include/ATen/core/boxing/kernel_lambda.h \n", - " inflating: libtorch/include/ATen/core/boxing/boxing.h \n", - " inflating: libtorch/include/ATen/core/boxing/test_helpers.h \n", - " inflating: libtorch/include/ATen/core/boxing/kernel_functor.h \n", - " inflating: libtorch/include/ATen/core/boxing/KernelFunction_impl.h \n", - " inflating: libtorch/include/ATen/core/boxing/KernelFunction.h \n", - " inflating: libtorch/include/ATen/core/boxing/kernel_function.h \n", - " inflating: libtorch/include/ATen/core/List.h \n", - " inflating: libtorch/include/ATen/core/ATenGeneral.h \n", - " inflating: libtorch/include/ATen/core/TensorBody.h \n", - " inflating: libtorch/include/ATen/core/TensorMethods.h \n", - " inflating: libtorch/include/ATen/core/aten_interned_strings.h \n", - " inflating: libtorch/include/ATen/core/functional.h \n", - " inflating: libtorch/include/ATen/core/VariableHooksInterface.h \n", - " inflating: libtorch/include/ATen/core/List_inl.h \n", - " extracting: libtorch/include/ATen/core/typeid.h \n", - " inflating: libtorch/include/ATen/core/function_schema_inl.h \n", - " inflating: libtorch/include/ATen/core/interned_strings_class.h \n", - " creating: libtorch/include/ATen/core/dispatch/\n", - " inflating: libtorch/include/ATen/core/dispatch/OperatorEntry.h \n", - " inflating: libtorch/include/ATen/core/dispatch/OperatorOptions.h \n", - " inflating: libtorch/include/ATen/core/dispatch/RegistrationHandleRAII.h \n", - " inflating: libtorch/include/ATen/core/dispatch/DispatchKeyExtractor.h \n", - " inflating: libtorch/include/ATen/core/dispatch/Dispatcher.h \n", - " inflating: libtorch/include/ATen/core/dispatch/DispatchTable.h \n", - " inflating: libtorch/include/ATen/core/Dict_inl.h \n", - " inflating: libtorch/include/ATen/core/PhiloxRNGEngine.h \n", - " inflating: libtorch/include/ATen/core/ivalue.h \n", - " inflating: libtorch/include/ATen/core/Variadic.h \n", - " inflating: libtorch/include/ATen/core/Macros.h \n", - " inflating: libtorch/include/ATen/core/MT19937RNGEngine.h \n", - " inflating: libtorch/include/ATen/core/stack.h \n", - " inflating: libtorch/include/ATen/core/Formatting.h \n", - " inflating: libtorch/include/ATen/core/DimVector.h \n", - " inflating: libtorch/include/ATen/core/ivalue_inl.h \n", - " inflating: libtorch/include/ATen/core/Tensor.h \n", - " inflating: libtorch/include/ATen/core/Reduction.h \n", - " inflating: libtorch/include/ATen/core/jit_type.h \n", - " extracting: libtorch/include/ATen/core/ScalarType.h \n", - " inflating: libtorch/include/ATen/core/Array.h \n", - " inflating: libtorch/include/ATen/core/DistributionsHelper.h \n", - " inflating: libtorch/include/ATen/core/function.h \n", - " inflating: libtorch/include/ATen/core/qualified_name.h \n", - " inflating: libtorch/include/ATen/core/blob.h \n", - " inflating: libtorch/include/ATen/core/builtin_function.h \n", - " inflating: libtorch/include/ATen/core/operator_name.h \n", - " inflating: libtorch/include/ATen/core/Backtrace.h \n", - " inflating: libtorch/include/ATen/core/rref_interface.h \n", - " inflating: libtorch/include/ATen/core/UnsafeFromTH.h \n", - " inflating: libtorch/include/ATen/core/DeprecatedTypePropertiesRegistry.h \n", - " inflating: libtorch/include/ATen/core/Range.h \n", - " inflating: libtorch/include/ATen/core/LegacyTypeDispatch.h \n", - " inflating: libtorch/include/ATen/core/OpsAlreadyMovedToC10.h \n", - " inflating: libtorch/include/ATen/core/NamedTensor.h \n", - " inflating: libtorch/include/ATen/core/Dimname.h \n", - " inflating: libtorch/include/ATen/core/Dict.h \n", - " inflating: libtorch/include/ATen/core/LegacyDeviceTypeInit.h \n", - " extracting: libtorch/include/ATen/core/Scalar.h \n", - " inflating: libtorch/include/ATen/core/Generator.h \n", - " inflating: libtorch/include/ATen/core/function_schema.h \n", - " inflating: libtorch/include/ATen/core/interned_strings.h \n", - " creating: libtorch/include/ATen/core/op_registration/\n", - " inflating: libtorch/include/ATen/core/op_registration/op_registration.h \n", - " inflating: libtorch/include/ATen/core/op_registration/infer_schema.h \n", - " inflating: libtorch/include/ATen/core/alias_info.h \n", - " extracting: libtorch/include/ATen/core/UndefinedTensorImpl.h \n", - " inflating: libtorch/include/ATen/core/grad_mode.h \n", - " inflating: libtorch/include/ATen/TensorNames.h \n", - " inflating: libtorch/include/ATen/div_rtn.h \n", - " inflating: libtorch/include/ATen/NativeFunctions.h \n", - " inflating: libtorch/include/ATen/WrapDimUtilsMulti.h \n", - " inflating: libtorch/include/ATen/CPUGenerator.h \n", - " inflating: libtorch/include/ATen/TensorOperators.h \n", - " extracting: libtorch/include/ATen/Backtrace.h \n", - " inflating: libtorch/include/ATen/ATen.h \n", - " creating: libtorch/include/ATen/cudnn/\n", - " extracting: libtorch/include/ATen/cudnn/Handles.h \n", - " inflating: libtorch/include/ATen/cudnn/Utils.h \n", - " inflating: libtorch/include/ATen/cudnn/Descriptors.h \n", - " inflating: libtorch/include/ATen/cudnn/Types.h \n", - " extracting: libtorch/include/ATen/cudnn/Exceptions.h \n", - " inflating: libtorch/include/ATen/cudnn/cudnn-wrapper.h \n", - " inflating: libtorch/include/ATen/cudnn/Handle.h \n", - " inflating: libtorch/include/ATen/ParallelNativeTBB.h \n", - " extracting: libtorch/include/ATen/TensorOptions.h \n", - " inflating: libtorch/include/ATen/LegacyTHFunctionsCUDA.h \n", - " extracting: libtorch/include/ATen/NamedTensor.h \n", - " creating: libtorch/include/ATen/detail/\n", - " inflating: libtorch/include/ATen/detail/CUDAHooksInterface.h \n", - " inflating: libtorch/include/ATen/detail/FunctionTraits.h \n", - " inflating: libtorch/include/ATen/detail/CPUGuardImpl.h \n", - " inflating: libtorch/include/ATen/detail/HIPHooksInterface.h \n", - " inflating: libtorch/include/ATen/InferSize.h \n", - " inflating: libtorch/include/ATen/LegacyTHFunctionsCPU.h \n", - " extracting: libtorch/include/ATen/Dimname.h \n", - " inflating: libtorch/include/ATen/SparseTensorImpl.h \n", - " creating: libtorch/include/ATen/native/\n", - " inflating: libtorch/include/ATen/native/DispatchStub.h \n", - " inflating: libtorch/include/ATen/native/Unfold2d.h \n", - " inflating: libtorch/include/ATen/native/ReduceAllOps.h \n", - " inflating: libtorch/include/ATen/native/LinearAlgebraUtils.h \n", - " creating: libtorch/include/ATen/native/cpu/\n", - " inflating: libtorch/include/ATen/native/cpu/GridSamplerKernel.h \n", - " inflating: libtorch/include/ATen/native/cpu/CatKernel.h \n", - " inflating: libtorch/include/ATen/native/cpu/zmath.h \n", - " inflating: libtorch/include/ATen/native/cpu/IsContiguous.h \n", - " inflating: libtorch/include/ATen/native/cpu/SoftmaxKernel.h \n", - " inflating: libtorch/include/ATen/native/cpu/TensorCompareKernel.h \n", - " inflating: libtorch/include/ATen/native/cpu/Intrinsics.h \n", - " inflating: libtorch/include/ATen/native/cpu/Loops.h \n", - " inflating: libtorch/include/ATen/native/cpu/Reduce.h \n", - " inflating: libtorch/include/ATen/native/cpu/DepthwiseConvKernel.h \n", - " inflating: libtorch/include/ATen/native/cpu/DistributionTemplates.h \n", - " inflating: libtorch/include/ATen/native/cpu/avx_mathfun.h \n", - " inflating: libtorch/include/ATen/native/TensorIterator.h \n", - " inflating: libtorch/include/ATen/native/TriangularOpsUtils.h \n", - " inflating: libtorch/include/ATen/native/im2col_shape_check.h \n", - " inflating: libtorch/include/ATen/native/SharedReduceOps.h \n", - " inflating: libtorch/include/ATen/native/TensorAdvancedIndexing.h \n", - " inflating: libtorch/include/ATen/native/TypeProperties.h \n", - " inflating: libtorch/include/ATen/native/PointwiseOps.h \n", - " inflating: libtorch/include/ATen/native/Unfold3d.h \n", - " inflating: libtorch/include/ATen/native/Repeat.h \n", - " inflating: libtorch/include/ATen/native/Fill.h \n", - " inflating: libtorch/include/ATen/native/RNN.h \n", - " inflating: libtorch/include/ATen/native/GridSampler.h \n", - " inflating: libtorch/include/ATen/native/ReduceOpsUtils.h \n", - " inflating: libtorch/include/ATen/native/SortingUtils.h \n", - " inflating: libtorch/include/ATen/native/Sorting.h \n", - " inflating: libtorch/include/ATen/native/UpSample.h \n", - " inflating: libtorch/include/ATen/native/batch_norm.h \n", - " inflating: libtorch/include/ATen/native/im2col.h \n", - " inflating: libtorch/include/ATen/native/Cross.h \n", - " inflating: libtorch/include/ATen/native/vol2col.h \n", - " inflating: libtorch/include/ATen/native/TensorTransformations.h \n", - " inflating: libtorch/include/ATen/native/ReduceOps.h \n", - " inflating: libtorch/include/ATen/native/SpectralOpsUtils.h \n", - " inflating: libtorch/include/ATen/native/TensorDimApply.h \n", - " inflating: libtorch/include/ATen/native/Pow.h \n", - " inflating: libtorch/include/ATen/native/Distance.h \n", - " inflating: libtorch/include/ATen/native/ResizeCommon.h \n", - " inflating: libtorch/include/ATen/native/TensorFactories.h \n", - " inflating: libtorch/include/ATen/native/SobolEngineOpsUtils.h \n", - " inflating: libtorch/include/ATen/native/BinaryOps.h \n", - " inflating: libtorch/include/ATen/native/c10_utils.h \n", - " inflating: libtorch/include/ATen/native/Math.h \n", - " inflating: libtorch/include/ATen/native/Pool.h \n", - " creating: libtorch/include/ATen/native/quantized/\n", - " inflating: libtorch/include/ATen/native/quantized/fake_quant_affine.h \n", - " creating: libtorch/include/ATen/native/quantized/cpu/\n", - " inflating: libtorch/include/ATen/native/quantized/cpu/quantized_ops.h \n", - " inflating: libtorch/include/ATen/native/quantized/cpu/fbgemm_utils.h \n", - " inflating: libtorch/include/ATen/native/quantized/cpu/qnnpack_utils.h \n", - " inflating: libtorch/include/ATen/native/quantized/cpu/init_qnnpack.h \n", - " inflating: libtorch/include/ATen/native/quantized/cpu/quant_utils.h \n", - " inflating: libtorch/include/ATen/native/quantized/Copy.h \n", - " inflating: libtorch/include/ATen/native/Activation.h \n", - " inflating: libtorch/include/ATen/native/DilatedConvolutionUtils.h \n", - " inflating: libtorch/include/ATen/native/ConvUtils.h \n", - " inflating: libtorch/include/ATen/native/Distributions.h \n", - " inflating: libtorch/include/ATen/native/UnaryOps.h \n", - " inflating: libtorch/include/ATen/native/IndexingUtils.h \n", - " inflating: libtorch/include/ATen/native/Copy.h \n", - " inflating: libtorch/include/ATen/native/layer_norm.h \n", - " inflating: libtorch/include/ATen/native/DistributionTemplates.h \n", - " inflating: libtorch/include/ATen/native/ScatterGatherShapeChecks.h \n", - " inflating: libtorch/include/ATen/native/Resize.h \n", - " inflating: libtorch/include/ATen/native/Lerp.h \n", - " inflating: libtorch/include/ATen/SparseTensorUtils.h \n", - " extracting: libtorch/include/ATen/Scalar.h \n", - " extracting: libtorch/include/ATen/Generator.h \n", - " inflating: libtorch/include/ATen/cpp_custom_type_hack.h \n", - " inflating: libtorch/include/ATen/CPUFixedAllocator.h \n", - " inflating: libtorch/include/ATen/DLConvertor.h \n", - " inflating: libtorch/include/ATen/SparseCUDAType.h \n", - " inflating: libtorch/include/ATen/CUDAType.h \n", - " inflating: libtorch/include/ATen/ThreadLocalDebugInfo.h \n", - " creating: libtorch/include/c10d/\n", - " inflating: libtorch/include/c10d/GlooDeviceFactory.hpp \n", - " inflating: libtorch/include/c10d/Utils.hpp \n", - " inflating: libtorch/include/c10d/TCPStore.hpp \n", - " inflating: libtorch/include/c10d/FileStore.hpp \n", - " inflating: libtorch/include/c10d/Store.hpp \n", - " inflating: libtorch/include/c10d/ProcessGroupNCCL.hpp \n", - " inflating: libtorch/include/c10d/ProcessGroup.hpp \n", - " inflating: libtorch/include/c10d/ProcessGroupGloo.hpp \n", - " inflating: libtorch/include/c10d/NCCLUtils.hpp \n", - " inflating: libtorch/include/c10d/PrefixStore.hpp \n", - " inflating: libtorch/include/c10d/Types.hpp \n", - " inflating: libtorch/include/c10d/HashStore.hpp \n", - " creating: libtorch/share/\n", - " creating: libtorch/share/cmake/\n", - " creating: libtorch/share/cmake/Gloo/\n", - " inflating: libtorch/share/cmake/Gloo/GlooConfig.cmake \n", - " inflating: libtorch/share/cmake/Gloo/GlooTargets-release.cmake \n", - " inflating: libtorch/share/cmake/Gloo/GlooTargets.cmake \n", - " inflating: libtorch/share/cmake/Gloo/GlooConfigVersion.cmake \n", - 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{ - "cell_type": "code", - "metadata": { - "id": "IqnnpdGInc-n", - "colab_type": "code", - "colab": { - "base_uri": "https://localhost:8080/", - "height": 153 - }, - "outputId": "65cbbffe-2f74-4192-b095-81400dbec3b5" - }, - "source": [ - "%cd /content\n", - "!rm -rf gotch\n", - "!git clone \"https://github.com/sugarme/gotch\"" - ], - "execution_count": 3, - "outputs": [ - { - "output_type": "stream", - "text": [ - "/content\n", - "Cloning into 'gotch'...\n", - "remote: Enumerating objects: 282, done.\u001b[K\n", - "remote: Counting objects: 100% (282/282), done.\u001b[K\n", - "remote: Compressing objects: 100% (202/202), done.\u001b[K\n", - "remote: Total 1928 (delta 138), reused 180 (delta 67), pack-reused 1646\u001b[K\n", - "Receiving objects: 100% (1928/1928), 18.48 MiB | 3.02 MiB/s, done.\n", - "Resolving deltas: 100% (1212/1212), done.\n" - ], - "name": "stdout" - } - ] - }, - { - "cell_type": "code", - "metadata": { - "id": "NQky5WeomoTo", - "colab_type": "code", - "colab": { - "base_uri": "https://localhost:8080/", - "height": 782 - }, - "outputId": "d0583f12-3a9d-49e9-b5ae-f4e59907f8af" - }, - "source": [ - "# Prepare data and run MNIST CNN training example\n", - "!mkdir -p /content/gotch/data/mnist\n", - "%cd /content/gotch/data/mnist\n", - "# Download MNIST data from http://yann.lecun.com/exdb/mnist/\n", - "!wget http://yann.lecun.com/exdb/mnist/train-images-idx3-ubyte.gz\n", - "!wget http://yann.lecun.com/exdb/mnist/train-labels-idx1-ubyte.gz\n", - "!wget http://yann.lecun.com/exdb/mnist/t10k-images-idx3-ubyte.gz\n", - "!wget http://yann.lecun.com/exdb/mnist/t10k-labels-idx1-ubyte.gz\n", - "\n", - "!gunzip train-images-idx3-ubyte.gz\n", - "!gunzip train-labels-idx1-ubyte.gz\n", - "!gunzip t10k-images-idx3-ubyte.gz\n", - "!gunzip t10k-labels-idx1-ubyte.gz\n" - ], - "execution_count": 5, - "outputs": [ - { - "output_type": "stream", - "text": [ - "/content/gotch/data/mnist\n", - "--2020-07-24 03:25:55-- http://yann.lecun.com/exdb/mnist/train-images-idx3-ubyte.gz\n", - "Resolving yann.lecun.com (yann.lecun.com)... 172.67.171.76, 104.28.7.204, 104.28.6.204, ...\n", - "Connecting to yann.lecun.com (yann.lecun.com)|172.67.171.76|:80... connected.\n", - "HTTP request sent, awaiting response... 200 OK\n", - "Length: 9912422 (9.5M) [application/x-gzip]\n", - "Saving to: ‘train-images-idx3-ubyte.gz’\n", - "\n", - "train-images-idx3-u 100%[===================>] 9.45M 8.39MB/s in 1.1s \n", - "\n", - "2020-07-24 03:25:57 (8.39 MB/s) - ‘train-images-idx3-ubyte.gz’ saved [9912422/9912422]\n", - "\n", - "--2020-07-24 03:26:03-- http://yann.lecun.com/exdb/mnist/train-labels-idx1-ubyte.gz\n", - "Resolving yann.lecun.com (yann.lecun.com)... 104.28.7.204, 172.67.171.76, 104.28.6.204, ...\n", - "Connecting to yann.lecun.com (yann.lecun.com)|104.28.7.204|:80... connected.\n", - "HTTP request sent, awaiting response... 200 OK\n", - "Length: 28881 (28K) [application/x-gzip]\n", - "Saving to: ‘train-labels-idx1-ubyte.gz’\n", - "\n", - "train-labels-idx1-u 100%[===================>] 28.20K --.-KB/s in 0.08s \n", - "\n", - "2020-07-24 03:26:03 (360 KB/s) - ‘train-labels-idx1-ubyte.gz’ saved [28881/28881]\n", - "\n", - "--2020-07-24 03:26:11-- http://yann.lecun.com/exdb/mnist/t10k-images-idx3-ubyte.gz\n", - "Resolving yann.lecun.com (yann.lecun.com)... 172.67.171.76, 104.28.6.204, 104.28.7.204, ...\n", - "Connecting to yann.lecun.com (yann.lecun.com)|172.67.171.76|:80... connected.\n", - "HTTP request sent, awaiting response... 200 OK\n", - "Length: 1648877 (1.6M) [application/x-gzip]\n", - "Saving to: ‘t10k-images-idx3-ubyte.gz’\n", - "\n", - "t10k-images-idx3-ub 100%[===================>] 1.57M 2.86MB/s in 0.5s \n", - "\n", - "2020-07-24 03:26:11 (2.86 MB/s) - ‘t10k-images-idx3-ubyte.gz’ saved [1648877/1648877]\n", - "\n", - "--2020-07-24 03:26:16-- http://yann.lecun.com/exdb/mnist/t10k-labels-idx1-ubyte.gz\n", - "Resolving yann.lecun.com (yann.lecun.com)... 104.28.6.204, 172.67.171.76, 104.28.7.204, ...\n", - "Connecting to yann.lecun.com (yann.lecun.com)|104.28.6.204|:80... connected.\n", - "HTTP request sent, awaiting response... 200 OK\n", - "Length: 4542 (4.4K) [application/x-gzip]\n", - "Saving to: ‘t10k-labels-idx1-ubyte.gz’\n", - "\n", - "t10k-labels-idx1-ub 100%[===================>] 4.44K --.-KB/s in 0s \n", - "\n", - "2020-07-24 03:26:16 (427 MB/s) - ‘t10k-labels-idx1-ubyte.gz’ saved [4542/4542]\n", - "\n" - ], - "name": "stdout" - } - ] - }, - { - "cell_type": "code", - "metadata": { - "id": "_Yt6RE82mu9U", - "colab_type": "code", - "colab": { - "base_uri": "https://localhost:8080/", - "height": 1000 - }, - "outputId": "8db98b61-e83d-4f45-b522-0d08d7e96dee" - }, - "source": [ - "%cd /content/gotch/example/mnist\n", - "!go run . -model=cnn" - ], - "execution_count": 6, - "outputs": [ - { - "output_type": "stream", - "text": [ - "/content/gotch/example/mnist\n", - "Epoch: 0\t Loss: 0.25 \t Test accuracy: 93.17%\n", - "Epoch: 1\t Loss: 0.07 \t Test accuracy: 95.91%\n", - "Epoch: 2\t Loss: 0.14 \t Test accuracy: 97.24%\n", - "Epoch: 3\t Loss: 0.09 \t Test accuracy: 97.72%\n", - "Epoch: 4\t Loss: 0.05 \t Test accuracy: 98.24%\n", - "Epoch: 5\t Loss: 0.07 \t Test accuracy: 98.42%\n", - "Epoch: 6\t Loss: 0.06 \t Test accuracy: 98.70%\n", - "Epoch: 7\t Loss: 0.07 \t Test accuracy: 98.58%\n", - "Epoch: 8\t Loss: 0.03 \t Test accuracy: 98.82%\n", - "Epoch: 9\t Loss: 0.05 \t Test accuracy: 98.89%\n", - "Epoch: 10\t Loss: 0.08 \t Test accuracy: 98.97%\n", - "Epoch: 11\t Loss: 0.04 \t Test accuracy: 98.94%\n", - "Epoch: 12\t Loss: 0.05 \t Test accuracy: 98.95%\n", - "Epoch: 13\t Loss: 0.06 \t Test accuracy: 99.08%\n", - "Epoch: 14\t Loss: 0.01 \t Test accuracy: 99.11%\n", - "Epoch: 15\t Loss: 0.04 \t Test accuracy: 99.09%\n", - "Epoch: 16\t Loss: 0.01 \t Test accuracy: 99.11%\n", - "Epoch: 17\t Loss: 0.02 \t Test accuracy: 99.11%\n", - "Epoch: 18\t Loss: 0.04 \t Test accuracy: 99.03%\n", - "Epoch: 19\t Loss: 0.01 \t Test accuracy: 99.03%\n", - "Epoch: 20\t Loss: 0.02 \t Test accuracy: 99.10%\n", - "Epoch: 21\t Loss: 0.01 \t Test accuracy: 99.10%\n", - "Epoch: 22\t Loss: 0.04 \t Test accuracy: 99.14%\n", - "Epoch: 23\t Loss: 0.02 \t Test accuracy: 99.11%\n", - "Epoch: 24\t Loss: 0.01 \t Test accuracy: 99.08%\n", - "Epoch: 25\t Loss: 0.01 \t Test accuracy: 99.18%\n", - "Epoch: 26\t Loss: 0.01 \t Test accuracy: 99.05%\n", - "Epoch: 27\t Loss: 0.00 \t Test accuracy: 99.14%\n", - "Epoch: 28\t Loss: 0.01 \t Test accuracy: 99.22%\n", - "Epoch: 29\t Loss: 0.00 \t Test accuracy: 99.13%\n", - "Epoch: 30\t Loss: 0.02 \t Test accuracy: 99.25%\n", - "Epoch: 31\t Loss: 0.01 \t Test accuracy: 99.11%\n", - "Epoch: 32\t Loss: 0.01 \t Test accuracy: 99.23%\n", - "Epoch: 33\t Loss: 0.00 \t Test accuracy: 99.15%\n", - "Epoch: 34\t Loss: 0.00 \t Test accuracy: 99.16%\n", - "Epoch: 35\t Loss: 0.01 \t Test accuracy: 99.15%\n", - "Epoch: 36\t Loss: 0.05 \t Test accuracy: 99.21%\n", - "Epoch: 37\t Loss: 0.01 \t Test accuracy: 99.10%\n", - "Epoch: 38\t Loss: 0.00 \t Test accuracy: 99.18%\n", - "Epoch: 39\t Loss: 0.00 \t Test accuracy: 99.16%\n", - "Epoch: 40\t Loss: 0.01 \t Test accuracy: 99.12%\n", - "Epoch: 41\t Loss: 0.00 \t Test accuracy: 99.21%\n", - "Epoch: 42\t Loss: 0.00 \t Test accuracy: 99.15%\n", - "Epoch: 43\t Loss: 0.01 \t Test accuracy: 99.16%\n", - "Epoch: 44\t Loss: 0.00 \t Test accuracy: 99.19%\n", - "Epoch: 45\t Loss: 0.01 \t Test accuracy: 99.14%\n", - "Epoch: 46\t Loss: 0.00 \t Test accuracy: 99.09%\n", - "Epoch: 47\t Loss: 0.02 \t Test accuracy: 99.15%\n", - "Epoch: 48\t Loss: 0.00 \t Test accuracy: 99.12%\n", - "Epoch: 49\t Loss: 0.01 \t Test accuracy: 99.14%\n", - "Epoch: 50\t Loss: 0.00 \t Test accuracy: 99.11%\n", - "Epoch: 51\t Loss: 0.00 \t Test accuracy: 99.18%\n", - "Epoch: 52\t Loss: 0.01 \t Test accuracy: 99.16%\n", - "Epoch: 53\t Loss: 0.00 \t Test accuracy: 99.19%\n", - "Epoch: 54\t Loss: 0.00 \t Test accuracy: 99.11%\n", - "Epoch: 55\t Loss: 0.00 \t Test accuracy: 99.19%\n", - "Epoch: 56\t Loss: 0.00 \t Test accuracy: 99.15%\n", - "Epoch: 57\t Loss: 0.00 \t Test accuracy: 99.15%\n", - "Epoch: 58\t Loss: 0.01 \t Test accuracy: 99.21%\n", - "Epoch: 59\t Loss: 0.01 \t Test accuracy: 99.12%\n", - "Epoch: 60\t Loss: 0.00 \t Test accuracy: 99.12%\n", - "Epoch: 61\t Loss: 0.00 \t Test accuracy: 99.05%\n", - "Epoch: 62\t Loss: 0.00 \t Test accuracy: 99.14%\n", - "Epoch: 63\t Loss: 0.00 \t Test accuracy: 99.19%\n", - "Epoch: 64\t Loss: 0.01 \t Test accuracy: 99.21%\n", - "Epoch: 65\t Loss: 0.00 \t Test accuracy: 99.18%\n", - "Epoch: 66\t Loss: 0.02 \t Test accuracy: 99.16%\n", - "Epoch: 67\t Loss: 0.00 \t Test accuracy: 99.19%\n", - "Epoch: 68\t Loss: 0.00 \t Test accuracy: 99.13%\n", - "Epoch: 69\t Loss: 0.00 \t Test accuracy: 99.12%\n", - "Epoch: 70\t Loss: 0.00 \t Test accuracy: 99.27%\n", - "Epoch: 71\t Loss: 0.00 \t Test accuracy: 99.22%\n", - "Epoch: 72\t Loss: 0.00 \t Test accuracy: 99.19%\n", - "Epoch: 73\t Loss: 0.00 \t Test accuracy: 99.14%\n", - "Epoch: 74\t Loss: 0.00 \t Test accuracy: 99.18%\n", - "Epoch: 75\t Loss: 0.00 \t Test accuracy: 99.16%\n", - "Epoch: 76\t Loss: 0.00 \t Test accuracy: 99.18%\n", - "Epoch: 77\t Loss: 0.00 \t Test accuracy: 99.14%\n", - "Epoch: 78\t Loss: 0.00 \t Test accuracy: 99.15%\n", - "Epoch: 79\t Loss: 0.00 \t Test accuracy: 99.09%\n", - "Epoch: 80\t Loss: 0.00 \t Test accuracy: 99.16%\n", - "Epoch: 81\t Loss: 0.00 \t Test accuracy: 99.14%\n", - "Epoch: 82\t Loss: 0.00 \t Test accuracy: 99.09%\n", - "Epoch: 83\t Loss: 0.00 \t Test accuracy: 99.19%\n", - "Epoch: 84\t Loss: 0.00 \t Test accuracy: 99.19%\n", - "Epoch: 85\t Loss: 0.00 \t Test accuracy: 99.13%\n", - "Epoch: 86\t Loss: 0.00 \t Test accuracy: 99.14%\n", - "Epoch: 87\t Loss: 0.00 \t Test accuracy: 99.15%\n", - "Epoch: 88\t Loss: 0.00 \t Test accuracy: 99.08%\n", - "Epoch: 89\t Loss: 0.00 \t Test accuracy: 99.14%\n", - "Epoch: 90\t Loss: 0.00 \t Test accuracy: 99.15%\n", - "Epoch: 91\t Loss: 0.00 \t Test accuracy: 99.14%\n", - "Epoch: 92\t Loss: 0.00 \t Test accuracy: 99.12%\n", - "Epoch: 93\t Loss: 0.00 \t Test accuracy: 99.23%\n", - "Epoch: 94\t Loss: 0.00 \t Test accuracy: 99.20%\n", - "Epoch: 95\t Loss: 0.00 \t Test accuracy: 99.14%\n", - "Epoch: 96\t Loss: 0.00 \t Test accuracy: 99.19%\n", - "Epoch: 97\t Loss: 0.00 \t Test accuracy: 99.26%\n", - "Epoch: 98\t Loss: 0.00 \t Test accuracy: 99.15%\n", - "Epoch: 99\t Loss: 0.00 \t Test accuracy: 99.24%\n", - "Best test accuracy: 99.27%\n", - "Taken time:\t5.06 mins\n" - ], - "name": "stdout" - } - ] - }, - { - "cell_type": "code", - "metadata": { - "id": "j-CLlJedojem", - "colab_type": "code", - "colab": {} - }, - "source": [ - "" - ], - "execution_count": null, - "outputs": [] - } - ] -} \ No newline at end of file