From da7d3245ca62b062d9b1dda7b6b307a042a8d079 Mon Sep 17 00:00:00 2001 From: D-X-Y <280835372@qq.com> Date: Sat, 7 Dec 2019 21:49:40 +1100 Subject: [PATCH] add configs for the searched shape (NeurIPS19) --- configs/NeurIPS-2019/C010-ResNet110.config | 13 +++++++++++++ configs/NeurIPS-2019/C010-ResNet164.config | 13 +++++++++++++ configs/NeurIPS-2019/C010-ResNet56.config | 13 +++++++++++++ configs/NeurIPS-2019/C100-ResNet110.config | 13 +++++++++++++ configs/NeurIPS-2019/C100-ResNet164.config | 13 +++++++++++++ configs/NeurIPS-2019/C100-ResNet56.config | 13 +++++++++++++ 6 files changed, 78 insertions(+) create mode 100644 configs/NeurIPS-2019/C010-ResNet110.config create mode 100644 configs/NeurIPS-2019/C010-ResNet164.config create mode 100644 configs/NeurIPS-2019/C010-ResNet56.config create mode 100644 configs/NeurIPS-2019/C100-ResNet110.config create mode 100644 configs/NeurIPS-2019/C100-ResNet164.config create mode 100644 configs/NeurIPS-2019/C100-ResNet56.config diff --git a/configs/NeurIPS-2019/C010-ResNet110.config b/configs/NeurIPS-2019/C010-ResNet110.config new file mode 100644 index 0000000..53cd8b5 --- /dev/null +++ b/configs/NeurIPS-2019/C010-ResNet110.config @@ -0,0 +1,13 @@ +{ + "dataset" : ["str" , "cifar"], + "arch" : ["str" , "resnet"], + "depth" : ["int" , "110"], + "module" : ["str" , "ResNetBasicblock"], + "super_type" : ["str" , "infer-shape"], + "zero_init_residual" : ["bool" , "0"], + "class_num" : ["int" , "10"], + "search_mode" : ["str" , "shape"], + "xchannels" : ["int" , ["3", "16", "14", "16", "14", "16", "16", "16", "16", "16", "14", "16", "16", "16", "12", "16", "16", "16", "9", "16", "8", "16", "4", "16", "4", "4", "4", "16", "4", "4", "4", "4", "6", "6", "4", "6", "11", "4", "32", "32", "32", "32", "32", "32", "32", "32", "28", "32", "32", "28", "22", "22", "22", "32", "32", "25", "28", "9", "9", "28", "12", "9", "12", "32", "9", "9", "22", "12", "16", "9", "12", "9", "9", "9", "64", "64", "64", "64", "64", "64", "64", "64", "64", "64", "64", "64", "64", "64", "64", "38", "64", "25", "19", "19", "19", "19", "19", "25", "32", "19", "19", "25", "25", "19", "19", "38", "38", "19", "19", "51"]], + "xblocks" : ["int" , ["11", "11", "9"]], + "estimated_FLOP" : ["float" , "117.498238"] +} \ No newline at end of file diff --git a/configs/NeurIPS-2019/C010-ResNet164.config b/configs/NeurIPS-2019/C010-ResNet164.config new file mode 100644 index 0000000..a305790 --- /dev/null +++ b/configs/NeurIPS-2019/C010-ResNet164.config @@ -0,0 +1,13 @@ +{ + "dataset" : ["str" , "cifar"], + "arch" : ["str" , "resnet"], + "depth" : ["int" , "164"], + "module" : ["str" , "ResNetBottleneck"], + "super_type" : ["str" , "infer-shape"], + "zero_init_residual" : ["bool" , "0"], + "class_num" : ["int" , "10"], + "search_mode" : ["str" , "shape"], + "xchannels" : ["int" , ["3", "16", "8", "16", "64", "6", "16", "64", "14", "16", "64", "8", "16", "64", "4", "16", "64", "6", "16", "64", "6", "16", "64", "11", "11", "64", "4", "14", "64", "4", "4", "57", "4", "16", "64", "9", "12", "57", "4", "16", "64", "4", "8", "57", "6", "6", "51", "6", "4", "44", "6", "4", "57", "6", "6", "19", "32", "32", "128", "32", "32", "128", "32", "32", "128", "9", "32", "128", "32", "32", "128", "25", "28", "115", "12", "32", "128", "32", "32", "128", "32", "32", "128", "32", "32", "102", "28", "32", "128", "16", "32", "128", "28", "19", "128", "32", "9", "51", "16", "12", "102", "12", "22", "115", "9", "12", "51", "12", "16", "38", "64", "64", "256", "64", "64", "256", "64", "64", "256", "64", "64", "256", "64", "64", "256", "64", "64", "256", "64", "64", "256", "64", "64", "256", "64", "64", "256", "64", "64", "256", "64", "57", "204", "64", "25", "179", "19", "25", "204", "44", "19", "153", "38", "25", "76", "19", "32", "128", "19", "51", "76", "57", "32", "76"]], + "xblocks" : ["int" , ["13", "15", "13"]], + "estimated_FLOP" : ["float" , "173.023672"] +} \ No newline at end of file diff --git a/configs/NeurIPS-2019/C010-ResNet56.config b/configs/NeurIPS-2019/C010-ResNet56.config new file mode 100644 index 0000000..c35ed70 --- /dev/null +++ b/configs/NeurIPS-2019/C010-ResNet56.config @@ -0,0 +1,13 @@ +{ + "dataset" : ["str" , "cifar"], + "arch" : ["str" , "resnet"], + "depth" : ["int" , "56"], + "module" : ["str" , "ResNetBasicblock"], + "super_type" : ["str" , "infer-shape"], + "zero_init_residual" : ["bool" , "0"], + "class_num" : ["int" , "10"], + "search_mode" : ["str" , "shape"], + "xchannels" : ["int" , ["3", "16", "16", "16", "14", "11", "9", "16", "12", "16", "6", "16", "4", "8", "4", "14", "6", "4", "4", "4", "32", "32", "32", "32", "32", "32", "22", "28", "32", "32", "19", "9", "19", "16", "9", "25", "16", "9", "64", "64", "64", "64", "64", "64", "64", "64", "64", "51", "19", "19", "32", "19", "19", "32", "19", "25"]], + "xblocks" : ["int" , ["5", "5", "5"]], + "estimated_FLOP" : ["float" , "57.93305"] +} \ No newline at end of file diff --git a/configs/NeurIPS-2019/C100-ResNet110.config b/configs/NeurIPS-2019/C100-ResNet110.config new file mode 100644 index 0000000..a4083e7 --- /dev/null +++ b/configs/NeurIPS-2019/C100-ResNet110.config @@ -0,0 +1,13 @@ +{ + "dataset" : ["str" , "cifar"], + "arch" : ["str" , "resnet"], + "depth" : ["int" , "110"], + "module" : ["str" , "ResNetBasicblock"], + "super_type" : ["str" , "infer-shape"], + "zero_init_residual" : ["bool" , "0"], + "class_num" : ["int" , "100"], + "search_mode" : ["str" , "shape"], + "xchannels" : ["int" , ["3", "16", "14", "16", "11", "14", "16", "16", "11", "16", "9", "14", "12", "16", "16", "16", "8", "16", "14", "16", "12", "4", "11", "16", "4", "4", "4", "16", "12", "4", "8", "4", "9", "4", "6", "14", "4", "4", "32", "32", "32", "32", "28", "28", "32", "32", "32", "32", "32", "28", "32", "28", "25", "32", "32", "32", "9", "9", "32", "32", "9", "25", "28", "32", "28", "9", "9", "32", "12", "12", "9", "22", "12", "9", "64", "64", "64", "64", "64", "64", "64", "64", "64", "64", "64", "64", "64", "64", "64", "44", "64", "57", "19", "19", "19", "19", "25", "19", "25", "19", "25", "19", "19", "25", "19", "19", "19", "25", "25", "19"]], + "xblocks" : ["int" , ["13", "9", "11"]], + "estimated_FLOP" : ["float" , "117.653164"] +} \ No newline at end of file diff --git a/configs/NeurIPS-2019/C100-ResNet164.config b/configs/NeurIPS-2019/C100-ResNet164.config new file mode 100644 index 0000000..4401483 --- /dev/null +++ b/configs/NeurIPS-2019/C100-ResNet164.config @@ -0,0 +1,13 @@ +{ + "dataset" : ["str" , "cifar"], + "arch" : ["str" , "resnet"], + "depth" : ["int" , "164"], + "module" : ["str" , "ResNetBottleneck"], + "super_type" : ["str" , "infer-shape"], + "zero_init_residual" : ["bool" , "0"], + "class_num" : ["int" , "100"], + "search_mode" : ["str" , "shape"], + "xchannels" : ["int" , ["3", "16", "16", "16", "57", "6", "11", "64", "4", "6", "51", "6", "9", "64", "4", "8", "64", "4", "14", "64", "4", "8", "64", "4", "8", "64", "6", "12", "64", "6", "16", "64", "8", "16", "64", "14", "12", "64", "4", "16", "64", "4", "14", "64", "11", "16", "64", "4", "14", "64", "11", "4", "64", "4", "4", "19", "25", "32", "128", "28", "32", "115", "28", "32", "128", "25", "32", "128", "32", "32", "128", "25", "32", "128", "12", "32", "128", "25", "32", "128", "28", "32", "128", "25", "28", "128", "32", "32", "128", "28", "19", "128", "32", "32", "128", "19", "28", "128", "9", "19", "128", "28", "9", "89", "28", "19", "128", "9", "16", "38", "64", "64", "256", "64", "64", "256", "64", "64", "256", "64", "64", "256", "64", "64", "256", "64", "64", "256", "64", "64", "256", "64", "64", "256", "64", "64", "256", "64", "64", "204", "64", "64", "179", "64", "64", "102", "64", "64", "102", "44", "19", "76", "19", "19", "76", "19", "38", "76", "25", "38", "153", "44", "25", "230"]], + "xblocks" : ["int" , ["15", "15", "15"]], + "estimated_FLOP" : ["float" , "165.583512"] +} \ No newline at end of file diff --git a/configs/NeurIPS-2019/C100-ResNet56.config b/configs/NeurIPS-2019/C100-ResNet56.config new file mode 100644 index 0000000..3baa0e7 --- /dev/null +++ b/configs/NeurIPS-2019/C100-ResNet56.config @@ -0,0 +1,13 @@ +{ + "dataset" : ["str" , "cifar"], + "arch" : ["str" , "resnet"], + "depth" : ["int" , "56"], + "module" : ["str" , "ResNetBasicblock"], + "super_type" : ["str" , "infer-shape"], + "zero_init_residual" : ["bool" , "0"], + "class_num" : ["int" , "100"], + "search_mode" : ["str" , "shape"], + "xchannels" : ["int" , ["3", "16", "16", "9", "14", "16", "14", "16", "8", "16", "8", "14", "4", "4", "4", "8", "4", "6", "4", "4", "32", "32", "32", "28", "32", "32", "32", "22", "32", "32", "32", "9", "25", "19", "25", "12", "9", "9", "64", "64", "64", "64", "64", "64", "64", "64", "64", "51", "19", "19", "19", "19", "25", "38", "19", "19"]], + "xblocks" : ["int" , ["5", "5", "7"]], + "estimated_FLOP" : ["float" , "59.472556"] +} \ No newline at end of file