How to use add_pth method in localstack

Best Python code snippet using localstack_python

draw.py

Source: draw.py Github

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...63 plt.plot(idxs, data, label=label)64 plt.title(title)65 plt.legend(loc="upper right", frameon=True, fontsize=8)66 plt.savefig(save_path)67def add_pth(a, b):68 return os.path.join(a, b)69if __name__ == "__main__":70 args = _parse_args()71 txt_root = args.txt_root72 save_root = args.save_root73 assert os.path.exists(74 txt_root75 ), 'you should run "check/​check.sh" before drawing graphs'76 # draw and save77 os.makedirs(save_root, exist_ok=True)78 draw_and_save(79 {80 "title": "compare_acc",81 "save_path": add_pth(save_root, "acc.png"),82 "txts": [83 add_pth(txt_root, "eager_acc.txt"),84 add_pth(txt_root, "graph_acc.txt"),85 ],86 "names": ["eager_acc", "graph_acc"],87 "xlabel": "epochs",88 "ylabel": "acc",89 }90 )91 draw_and_save(92 {93 "title": "compare_loss",94 "save_path": add_pth(save_root, "compare_loss.png"),95 "txts": [96 add_pth(txt_root, "eager_losses.txt"),97 add_pth(txt_root, "graph_losses.txt"),98 ],99 "names": ["eager_loss", "graph_loss"],100 "xlabel": "epochs",101 "ylabel": "loss",102 }103 )104 draw_and_save(105 {106 "title": "compare_train_step_time",107 "save_path": add_pth(save_root, "compare_train_step_time.png"),108 "txts": [109 add_pth(txt_root, "eager_train_step_time_list.txt"),110 add_pth(txt_root, "graph_train_step_time_list.txt"),111 ],112 "names": ["eager_step_time", "graph_step_time"],113 "xlabel": "iters",114 "ylabel": "time(s)",115 "ylim": [0, 1],116 }117 )118 draw_and_save(119 {120 "title": "compare_train_epoch_time",121 "save_path": add_pth(save_root, "compare_train_epoch_time.png"),122 "txts": [123 add_pth(txt_root, "eager_train_epoch_time_list.txt"),124 add_pth(txt_root, "graph_train_epoch_time_list.txt"),125 ],126 "names": ["eager_epoch_time", "graph_epoch_time"],127 "xlabel": "epochs",128 "ylabel": "time(s)",129 }130 )131 draw_and_save(132 {133 "title": "compare_eval_epoch_time",134 "save_path": add_pth(save_root, "compare_eval_epoch_time.png"),135 "txts": [136 add_pth(txt_root, "eager_eval_epoch_time_list.txt"),137 add_pth(txt_root, "graph_eval_epoch_time_list.txt"),138 ],139 "names": ["eager_eval_time", "graph_eval_time"],140 "xlabel": "epochs",141 "ylabel": "time(s)",142 }143 )144 draw_and_save(145 {146 "title": "compare_abs_loss",147 "save_path": add_pth(save_root, "compare_abs_loss.png"),148 "txts": [149 add_pth(txt_root, "eager_losses.txt"),150 add_pth(txt_root, "graph_losses.txt"),151 ],152 "names": ["eager_loss", "graph_loss"],153 "xlabel": "iters",154 "ylabel": "abs_loss",155 "do_abs_minus": True,156 }157 )158 draw_and_save(159 {160 "title": "compare_abs_model_param",161 "save_path": add_pth(save_root, "compare_abs_model_param.png"),162 "txts": [add_pth(txt_root, "eager_graph_model_diff_list.txt")],163 "names": ["model_param_abs_diff"],164 "xlabel": "iters",165 "ylabel": "abs_diff",166 }...

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draw_img.py

Source: draw_img.py Github

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...71 plt.plot(idxs, data, label=label)72 plt.title(title)73 plt.legend(loc="upper right", frameon=True, fontsize=8)74 plt.savefig(save_path)75def add_pth(a, b):76 return os.path.join(a, b)77if __name__ == "__main__":78 args = _parse_args()79 # txt_root = args.txt_root80 save_root = args.save_root81 # assert os.path.exists(txt_root), 'you should run "check/​check.sh" before drawing graphs'82 # draw and save83 os.makedirs(save_root, exist_ok=True)84 draw_and_save(85 {86 "title": "eager_graph_ddp_vs_consistent_loss_compare",87 "save_path": add_pth(save_root, "eager_graph_4gpu_ddp_vs_consistent.png"),88 "txts": [89 # "loss_txt/​bert_graph_sgd_amp_consistent_ddp_1gpu_loss.txt",90 # "../​../​OneFlow-Benchmark/​LanguageModeling/​BERT/​loss_txt/​loss_info_sgd_amp_ddp_4gpu_diffpart_zwx.txt",91 # "../​../​OneFlow-Benchmark/​LanguageModeling/​BERT/​loss_txt/​loss_info_sgd_amp_ddp_4gpu_shuffle_zwx.txt",92 # "../​../​OneFlow-Benchmark/​LanguageModeling/​BERT/​loss_txt/​loss_info_sgd_amp_ddp_4gpu_shuffle.txt",93 # "../​../​OneFlow-Benchmark/​LanguageModeling/​BERT/​loss_info_sgd_amp_ddp_1gpu.txt",94 "loss_txt/​bert_graph_sgd_amp_consistent_4gpu_4partdiff_fp32_loss.txt",95 [96 "loss_txt/​bert_4gpu_eager_consistent_diff_loss0.txt",97 "loss_txt/​bert_4gpu_eager_consistent_diff_loss1.txt",98 "loss_txt/​bert_4gpu_eager_consistent_diff_loss2.txt",99 "loss_txt/​bert_4gpu_eager_consistent_diff_loss3.txt",100 ],101 ],102 "names": [103 "graph_consistent_fp32_loss",104 "eager_ddp_loss",105 ], # "lazy_reapeat4part_loss"106 "xlabel": "iter",107 "ylabel": "loss",108 }109 )110 # draw_and_save(111 # {112 # "title": "lazy_graph_adamw_lr1e-3_loss_compare",113 # "save_path": add_pth(save_root, "lazy_graph_adam.png"),114 # "txts": [115 # "../​../​OneFlow-Benchmark/​LanguageModeling/​BERT/​loss_info_adamw_exclude.txt",116 # "loss_txt/​bert_graph_adamw_exclude_loss.txt",117 # ],118 # "names": ["lazy_loss", "graph_loss"],119 # "xlabel": "iter",120 # "ylabel": "loss",121 # }122 # )123 # draw_and_save({ "title": "compare_abs_loss",124 # "save_path": add_pth(save_root, "compare_abs_loss.png"),125 # "txts": [add_pth(txt_root, "eager_losses.txt"),126 # add_pth(txt_root, "graph_losses.txt")],127 # "names": ["eager_loss", "graph_loss"],128 # "xlabel": "iters",129 # "ylabel": "abs_loss",130 # "do_abs_minus": True...

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