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profile-readable.txt
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profile-readable.txt
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Thu Dec 15 07:53:36 2022 profile.txt
11580236 function calls (9311084 primitive calls) in 17.237 seconds
Ordered by: internal time
List reduced from 568 to 100 due to restriction <100>
ncalls tottime percall cumtime percall filename:lineno(function)
9330 4.282 0.000 4.476 0.000 {method 'to' of 'torch._C._TensorBase' objects}
3100/1550 2.754 0.001 3.233 0.002 {built-in method torch.conv2d}
1570 2.371 0.002 2.371 0.002 {method 'uniform_' of 'torch._C._TensorBase' objects}
1550 1.957 0.001 1.957 0.001 {method 'normal_' of 'torch._C._TensorBase' objects}
12 1.444 0.120 1.444 0.120 {built-in method torch._C._cuda_getDeviceCount}
3762505/2182135 0.448 0.000 1.341 0.000 {built-in method builtins.isinstance}
473580/76440 0.380 0.000 1.866 0.000 /home/mert-kurttutan/projects/torchview/torchview/recorder_tensor.py:260(reduce_data_info)
770910 0.268 0.000 0.744 0.000 /home/mert-kurttutan/miniconda3/envs/pytorch-env/lib/python3.10/typing.py:1130(__subclasscheck__)
770910 0.217 0.000 0.962 0.000 /home/mert-kurttutan/miniconda3/envs/pytorch-env/lib/python3.10/typing.py:975(__instancecheck__)
1 0.167 0.167 0.193 0.193 /home/mert-kurttutan/miniconda3/envs/pytorch-env/lib/python3.10/site-packages/torch/cuda/__init__.py:490(_raw_device_count_nvml)
812350 0.166 0.000 0.386 0.000 {built-in method builtins.issubclass}
38350/22400 0.134 0.000 4.967 0.000 /home/mert-kurttutan/projects/torchview/torchview/recorder_tensor.py:190(__torch_function__)
771140/770911 0.113 0.000 0.220 0.000 /home/mert-kurttutan/miniconda3/envs/pytorch-env/lib/python3.10/abc.py:121(__subclasscheck__)
771140/770911 0.107 0.000 0.107 0.000 {built-in method _abc._abc_subclasscheck}
164760/38340 0.099 0.000 0.195 0.000 /home/mert-kurttutan/miniconda3/envs/pytorch-env/lib/python3.10/site-packages/torch/_tensor.py:1358(_convert)
4230/10 0.098 0.000 2.657 0.266 /home/mert-kurttutan/miniconda3/envs/pytorch-env/lib/python3.10/site-packages/torch/nn/modules/module.py:637(_apply)
1510 0.088 0.000 0.088 0.000 {built-in method torch.relu_}
38340 0.085 0.000 3.259 0.000 /home/mert-kurttutan/miniconda3/envs/pytorch-env/lib/python3.10/site-packages/torch/_tensor.py:1256(__torch_function__)
1550 0.077 0.000 0.077 0.000 {built-in method torch.batch_norm}
4240 0.075 0.000 0.080 0.000 /home/mert-kurttutan/miniconda3/envs/pytorch-env/lib/python3.10/site-packages/torch/nn/modules/module.py:307(__init__)
5230/10 0.074 0.000 5.771 0.577 /home/mert-kurttutan/projects/torchview/torchview/recorder_tensor.py:79(_module_forward_wrapper)
49270 0.063 0.000 0.063 0.000 {method 'items' of 'dict' objects}
10390 0.062 0.000 0.564 0.000 /home/mert-kurttutan/projects/torchview/torchview/computation_node/compute_node.py:17(__init__)
43220 0.059 0.000 0.130 0.000 /home/mert-kurttutan/miniconda3/envs/pytorch-env/lib/python3.10/site-packages/torch/nn/modules/module.py:1268(__setattr__)
21260 0.057 0.000 0.944 0.000 /home/mert-kurttutan/projects/torchview/torchview/recorder_tensor.py:396(collect_shape)
57450/20840 0.056 0.000 0.827 0.000 /home/mert-kurttutan/projects/torchview/torchview/recorder_tensor.py:279(traverse_data_inplace)
10380 0.044 0.000 0.629 0.000 /home/mert-kurttutan/projects/torchview/torchview/recorder_tensor.py:302(_func)
31760 0.038 0.000 0.073 0.000 /home/mert-kurttutan/miniconda3/envs/pytorch-env/lib/python3.10/site-packages/graphviz/quoting.py:40(quote)
158070 0.038 0.000 0.105 0.000 /home/mert-kurttutan/miniconda3/envs/pytorch-env/lib/python3.10/site-packages/torch/_tensor.py:1367(<genexpr>)
20780 0.033 0.000 0.062 0.000 /home/mert-kurttutan/projects/torchview/torchview/computation_node/base_node.py:26(__init__)
42540 0.033 0.000 0.037 0.000 /home/mert-kurttutan/miniconda3/envs/pytorch-env/lib/python3.10/site-packages/torch/nn/modules/module.py:1252(__getattr__)
94190 0.030 0.000 0.046 0.000 /home/mert-kurttutan/projects/torchview/torchview/utils.py:16(__init__)
53040 0.029 0.000 0.048 0.000 /home/mert-kurttutan/projects/torchview/torchview/recorder_tensor.py:370(collect_tensor_node)
11500/10 0.029 0.000 0.374 0.037 /home/mert-kurttutan/projects/torchview/torchview/computation_graph.py:146(traverse_graph)
64020/10760 0.028 0.000 0.152 0.000 /home/mert-kurttutan/miniconda3/envs/pytorch-env/lib/python3.10/site-packages/graphviz/_tools.py:151(wrapper)
31180 0.028 0.000 0.031 0.000 /home/mert-kurttutan/miniconda3/envs/pytorch-env/lib/python3.10/site-packages/torch/nn/modules/module.py:1795(named_children)
153700 0.028 0.000 0.028 0.000 /home/mert-kurttutan/projects/torchview/torchview/utils.py:39(__iter__)
1 0.025 0.025 0.025 0.025 {built-in method _ctypes.dlopen}
4670 0.025 0.000 0.025 0.000 {built-in method torch.empty}
91990 0.025 0.000 0.025 0.000 /home/mert-kurttutan/projects/torchview/torchview/utils.py:27(add)
11330 0.024 0.000 0.267 0.000 /home/mert-kurttutan/projects/torchview/torchview/computation_graph.py:189(collect_graph)
32910/15350 0.022 0.000 0.024 0.000 /home/mert-kurttutan/miniconda3/envs/pytorch-env/lib/python3.10/site-packages/torch/nn/modules/module.py:1843(named_modules)
500 0.021 0.000 3.103 0.006 /home/mert-kurttutan/miniconda3/envs/pytorch-env/lib/python3.10/site-packages/torchvision/models/resnet.py:143(forward)
28000 0.020 0.000 0.030 0.000 /home/mert-kurttutan/miniconda3/envs/pytorch-env/lib/python3.10/site-packages/torch/autograd/grad_mode.py:227(__init__)
5240 0.018 0.000 0.091 0.000 /home/mert-kurttutan/projects/torchview/torchview/computation_node/compute_node.py:55(__init__)
14000 0.018 0.000 0.019 0.000 /home/mert-kurttutan/miniconda3/envs/pytorch-env/lib/python3.10/site-packages/torch/autograd/grad_mode.py:126(__init__)
6200 0.018 0.000 0.018 0.000 {method 'fill_' of 'torch._C._TensorBase' objects}
1550 0.017 0.000 0.172 0.000 /home/mert-kurttutan/miniconda3/envs/pytorch-env/lib/python3.10/site-packages/torch/nn/modules/batchnorm.py:30(__init__)
38550 0.017 0.000 0.026 0.000 /home/mert-kurttutan/miniconda3/envs/pytorch-env/lib/python3.10/site-packages/torch/nn/parameter.py:8(__instancecheck__)
63520 0.017 0.000 0.017 0.000 {method 'match' of 're.Pattern' objects}
9320 0.017 0.000 2.477 0.000 /home/mert-kurttutan/miniconda3/envs/pytorch-env/lib/python3.10/site-packages/torch/nn/modules/module.py:981(convert)
14000 0.016 0.000 0.035 0.000 /home/mert-kurttutan/miniconda3/envs/pytorch-env/lib/python3.10/site-packages/torch/autograd/grad_mode.py:135(__exit__)
3150 0.016 0.000 0.016 0.000 {method 'as_subclass' of 'torch._C._TensorBase' objects}
78230 0.015 0.000 0.022 0.000 /home/mert-kurttutan/miniconda3/envs/pytorch-env/lib/python3.10/site-packages/torch/_tensor.py:1274(<genexpr>)
71930 0.015 0.000 0.022 0.000 /home/mert-kurttutan/projects/torchview/torchview/utils.py:21(__len__)
4670 0.014 0.000 0.014 0.000 {built-in method _make_subclass}
8940 0.014 0.000 0.029 0.000 /home/mert-kurttutan/miniconda3/envs/pytorch-env/lib/python3.10/site-packages/torch/nn/modules/module.py:1671(_named_members)
38340 0.014 0.000 0.036 0.000 {built-in method builtins.all}
1550 0.014 0.000 2.466 0.002 /home/mert-kurttutan/miniconda3/envs/pytorch-env/lib/python3.10/site-packages/torch/nn/modules/conv.py:71(__init__)
10220 0.014 0.000 0.035 0.000 /home/mert-kurttutan/projects/torchview/torchview/computation_graph.py:399(compact_list_repr)
500 0.013 0.000 0.013 0.000 {method 'add_' of 'torch._C._TensorBase' objects}
31180 0.013 0.000 0.044 0.000 /home/mert-kurttutan/miniconda3/envs/pytorch-env/lib/python3.10/site-packages/torch/nn/modules/module.py:1786(children)
23650/23100 0.013 0.000 0.019 0.000 /home/mert-kurttutan/projects/torchview/torchview/computation_graph.py:264(is_node_visible)
5130 0.012 0.000 0.012 0.000 {method 'search' of 're.Pattern' objects}
5230/10 0.012 0.000 5.766 0.577 /home/mert-kurttutan/miniconda3/envs/pytorch-env/lib/python3.10/site-packages/torch/nn/modules/module.py:1184(_call_impl)
5230 0.012 0.000 0.035 0.000 /home/mert-kurttutan/projects/torchview/torchview/recorder_tensor.py:338(pop_after_forward)
3080 0.011 0.000 0.014 0.000 /home/mert-kurttutan/miniconda3/envs/pytorch-env/lib/python3.10/site-packages/torch/overrides.py:1404(_get_overloaded_args)
99823 0.011 0.000 0.011 0.000 {built-in method builtins.id}
122906 0.011 0.000 0.011 0.000 {method 'get' of 'dict' objects}
5670 0.011 0.000 0.022 0.000 /home/mert-kurttutan/projects/torchview/torchview/computation_graph.py:295(get_tail_node)
137677 0.011 0.000 0.011 0.000 {built-in method builtins.len}
1 0.011 0.011 17.237 17.237 <string>:1(<module>)
8460/20 0.010 0.000 0.050 0.002 /home/mert-kurttutan/miniconda3/envs/pytorch-env/lib/python3.10/site-packages/torch/nn/modules/module.py:1888(train)
11330 0.010 0.000 0.032 0.000 /home/mert-kurttutan/projects/torchview/torchview/computation_graph.py:387(check_node)
14000 0.010 0.000 0.024 0.000 /home/mert-kurttutan/miniconda3/envs/pytorch-env/lib/python3.10/site-packages/torch/autograd/grad_mode.py:131(__enter__)
5130 0.010 0.000 0.162 0.000 /home/mert-kurttutan/projects/torchview/torchview/computation_graph.py:331(add_node)
4670 0.010 0.000 0.010 0.000 {built-in method torch._has_compatible_shallow_copy_type}
5150 0.010 0.000 0.027 0.000 /home/mert-kurttutan/projects/torchview/torchview/computation_node/compute_node.py:103(__init__)
1550 0.010 0.000 0.010 0.000 {built-in method torch.tensor}
10 0.009 0.001 4.827 0.483 /home/mert-kurttutan/miniconda3/envs/pytorch-env/lib/python3.10/site-packages/torchvision/models/resnet.py:167(__init__)
15610 0.009 0.000 0.016 0.000 /home/mert-kurttutan/miniconda3/envs/pytorch-env/lib/python3.10/_collections_abc.py:759(__ior__)
22321 0.009 0.000 0.026 0.000 {built-in method builtins.hasattr}
3120 0.009 0.000 0.012 0.000 /home/mert-kurttutan/miniconda3/envs/pytorch-env/lib/python3.10/site-packages/torch/nn/init.py:284(_calculate_fan_in_and_fan_out)
3080 0.009 0.000 0.940 0.000 /home/mert-kurttutan/miniconda3/envs/pytorch-env/lib/python3.10/site-packages/torch/overrides.py:1470(handle_torch_function)
74526 0.008 0.000 0.008 0.000 {method 'append' of 'list' objects}
6220 0.008 0.000 0.024 0.000 /home/mert-kurttutan/miniconda3/envs/pytorch-env/lib/python3.10/site-packages/torch/nn/modules/module.py:389(register_parameter)
16730 0.008 0.000 0.074 0.000 /home/mert-kurttutan/projects/torchview/torchview/utils.py:65(updated_dict)
1550 0.008 0.000 0.008 0.000 {built-in method torch.ones}
10750 0.008 0.000 0.080 0.000 /home/mert-kurttutan/miniconda3/envs/pytorch-env/lib/python3.10/site-packages/graphviz/quoting.py:115(a_list)
8940 0.008 0.000 0.043 0.000 /home/mert-kurttutan/miniconda3/envs/pytorch-env/lib/python3.10/site-packages/torch/nn/modules/module.py:1684(parameters)
9320 0.008 0.000 0.008 0.000 {method 'is_floating_point' of 'torch._C._TensorBase' objects}
1560 0.008 0.000 2.400 0.002 /home/mert-kurttutan/miniconda3/envs/pytorch-env/lib/python3.10/site-packages/torch/nn/init.py:366(kaiming_uniform_)
42000 0.008 0.000 0.008 0.000 {built-in method torch.is_grad_enabled}
1550 0.008 0.000 0.539 0.000 /home/mert-kurttutan/miniconda3/envs/pytorch-env/lib/python3.10/site-packages/torch/nn/modules/batchnorm.py:137(forward)
3100/1550 0.008 0.000 0.487 0.000 /home/mert-kurttutan/miniconda3/envs/pytorch-env/lib/python3.10/site-packages/torch/nn/functional.py:2419(batch_norm)
10 0.008 0.001 0.055 0.006 /home/mert-kurttutan/projects/torchview/torchview/computation_graph.py:134(render_edges)
69660 0.008 0.000 0.008 0.000 {method 'values' of 'dict' objects}
10380 0.007 0.000 0.007 0.000 /home/mert-kurttutan/projects/torchview/torchview/recorder_tensor.py:308(<dictcomp>)
4670 0.007 0.000 0.018 0.000 /home/mert-kurttutan/miniconda3/envs/pytorch-env/lib/python3.10/site-packages/torch/nn/modules/module.py:641(compute_should_use_set_data)
5130 0.007 0.000 0.043 0.000 /home/mert-kurttutan/projects/torchview/torchview/computation_graph.py:347(get_node_label)