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diff --git a/my_container_sandbox/workspace/anaconda3/lib/libz.so b/my_container_sandbox/workspace/anaconda3/lib/libz.so new file mode 100644 index 0000000000000000000000000000000000000000..64cd6a309bad00dc38040a577191f6681e18bf89 --- /dev/null +++ b/my_container_sandbox/workspace/anaconda3/lib/libz.so @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0b0e682a9dc7fd4895a6783288f851b793dc89633f28714027974fa4d66f3914 +size 124744 diff --git a/my_container_sandbox/workspace/anaconda3/lib/libz.so.1 b/my_container_sandbox/workspace/anaconda3/lib/libz.so.1 new file mode 100644 index 0000000000000000000000000000000000000000..64cd6a309bad00dc38040a577191f6681e18bf89 --- /dev/null +++ b/my_container_sandbox/workspace/anaconda3/lib/libz.so.1 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0b0e682a9dc7fd4895a6783288f851b793dc89633f28714027974fa4d66f3914 +size 124744 diff --git a/my_container_sandbox/workspace/anaconda3/lib/tclConfig.sh b/my_container_sandbox/workspace/anaconda3/lib/tclConfig.sh new file mode 100644 index 0000000000000000000000000000000000000000..037cfbff253010abf22ea5918a6fd95967e83d06 --- /dev/null +++ b/my_container_sandbox/workspace/anaconda3/lib/tclConfig.sh @@ -0,0 +1,169 @@ +# tclConfig.sh -- +# +# This shell script (for sh) is generated automatically by Tcl's +# configure script. It will create shell variables for most of +# the configuration options discovered by the configure script. +# This script is intended to be included by the configure scripts +# for Tcl extensions so that they don't have to figure this all +# out for themselves. +# +# The information in this file is specific to a single platform. + +# Tcl's version number. +TCL_VERSION='8.6' +TCL_MAJOR_VERSION='8' +TCL_MINOR_VERSION='6' +TCL_PATCH_LEVEL='.12' + +# C compiler to use for compilation. +TCL_CC='/opt/conda/conda-bld/tk_1654088763175/_build_env/bin/x86_64-conda-linux-gnu-cc' + +# -D flags for use with the C compiler. +TCL_DEFS='-DPACKAGE_NAME=\"tcl\" -DPACKAGE_TARNAME=\"tcl\" -DPACKAGE_VERSION=\"8.6\" -DPACKAGE_STRING=\"tcl\ 8.6\" -DPACKAGE_BUGREPORT=\"\" -DSTDC_HEADERS=1 -DHAVE_SYS_TYPES_H=1 -DHAVE_SYS_STAT_H=1 -DHAVE_STDLIB_H=1 -DHAVE_STRING_H=1 -DHAVE_MEMORY_H=1 -DHAVE_STRINGS_H=1 -DHAVE_INTTYPES_H=1 -DHAVE_STDINT_H=1 -DHAVE_UNISTD_H=1 -DHAVE_SYS_PARAM_H=1 -DUSE_THREAD_ALLOC=1 -D_REENTRANT=1 -D_THREAD_SAFE=1 -DHAVE_PTHREAD_ATTR_SETSTACKSIZE=1 -DHAVE_PTHREAD_ATFORK=1 -DTCL_THREADS=1 -DTCL_CFGVAL_ENCODING=\"iso8859-1\" -DHAVE_ZLIB=1 -DMODULE_SCOPE=extern\ __attribute__\(\(__visibility__\(\"hidden\"\)\)\) -DHAVE_HIDDEN=1 -DTCL_CFG_DO64BIT=1 -DHAVE_CAST_TO_UNION=1 -DTCL_SHLIB_EXT=\".so\" -DNDEBUG=1 -DTCL_CFG_OPTIMIZED=1 -DTCL_TOMMATH=1 -DMP_PREC=4 -D_LARGEFILE64_SOURCE=1 -DTCL_WIDE_INT_IS_LONG=1 -DHAVE_GETCWD=1 -DHAVE_MKSTEMP=1 -DHAVE_OPENDIR=1 -DHAVE_STRTOL=1 -DHAVE_WAITPID=1 -DHAVE_GETNAMEINFO=1 -DHAVE_GETADDRINFO=1 -DHAVE_FREEADDRINFO=1 -DHAVE_GAI_STRERROR=1 -DHAVE_STRUCT_ADDRINFO=1 -DHAVE_STRUCT_IN6_ADDR=1 -DHAVE_STRUCT_SOCKADDR_IN6=1 -DHAVE_STRUCT_SOCKADDR_STORAGE=1 -DHAVE_GETPWUID_R_5=1 -DHAVE_GETPWUID_R=1 -DHAVE_GETPWNAM_R_5=1 -DHAVE_GETPWNAM_R=1 -DHAVE_GETGRGID_R_5=1 -DHAVE_GETGRGID_R=1 -DHAVE_GETGRNAM_R_5=1 -DHAVE_GETGRNAM_R=1 -DHAVE_DECL_GETHOSTBYNAME_R=1 -DHAVE_GETHOSTBYNAME_R_6=1 -DHAVE_GETHOSTBYNAME_R=1 -DHAVE_DECL_GETHOSTBYADDR_R=1 -DHAVE_GETHOSTBYADDR_R_8=1 -DHAVE_GETHOSTBYADDR_R=1 -DHAVE_TERMIOS_H=1 -DHAVE_SYS_IOCTL_H=1 -DHAVE_SYS_TIME_H=1 -DTIME_WITH_SYS_TIME=1 -DHAVE_GMTIME_R=1 -DHAVE_LOCALTIME_R=1 -DHAVE_MKTIME=1 -DHAVE_TM_GMTOFF=1 -DHAVE_TIMEZONE_VAR=1 -DHAVE_STRUCT_STAT_ST_BLOCKS=1 -DHAVE_STRUCT_STAT_ST_BLKSIZE=1 -DHAVE_BLKCNT_T=1 -DHAVE_INTPTR_T=1 -DHAVE_UINTPTR_T=1 -DHAVE_SIGNED_CHAR=1 -DHAVE_LANGINFO=1 -DHAVE_MKSTEMPS=1 -DHAVE_FTS=1 -DHAVE_SYS_IOCTL_H=1 -DTCL_UNLOAD_DLLS=1 -DHAVE_CPUID=1 ' + +# TCL_DBGX used to be used to distinguish debug vs. non-debug builds. +# This was a righteous pain so the core doesn't do that any more. +TCL_DBGX= + +# Default flags used in an optimized and debuggable build, respectively. +TCL_CFLAGS_DEBUG='-g' +TCL_CFLAGS_OPTIMIZE='-O2' + +# Default linker flags used in an optimized and debuggable build, respectively. +TCL_LDFLAGS_DEBUG='' +TCL_LDFLAGS_OPTIMIZE='' + +# Flag, 1: we built a shared lib, 0 we didn't +TCL_SHARED_BUILD=1 + +# The name of the Tcl library (may be either a .a file or a shared library): +TCL_LIB_FILE='libtcl8.6.so' + +# Additional libraries to use when linking Tcl. +TCL_LIBS='-ldl -lz -lpthread -lm' + +# Top-level directory in which Tcl's platform-independent files are +# installed. +TCL_PREFIX='/workspace/anaconda3' + +# Top-level directory in which Tcl's platform-specific files (e.g. +# executables) are installed. +TCL_EXEC_PREFIX='/workspace/anaconda3' + +# Flags to pass to cc when compiling the components of a shared library: +TCL_SHLIB_CFLAGS='-fPIC' + +# Flags to pass to cc to get warning messages +TCL_CFLAGS_WARNING='-Wall -Wpointer-arith' + +# Extra flags to pass to cc: +TCL_EXTRA_CFLAGS='-march=nocona -mtune=haswell -ftree-vectorize -fPIC -fstack-protector-strong -fno-plt -O2 -ffunction-sections -pipe -isystem /workspace/anaconda3/include -fdebug-prefix-map=/opt/conda/conda-bld/tk_1654088763175/work=/usr/local/src/conda/tk-8.6.12 -fdebug-prefix-map=/workspace/anaconda3=/usr/local/src/conda-prefix -pipe -m64 -DNDEBUG -D_FORTIFY_SOURCE=2 -O2 -isystem /workspace/anaconda3/include' + +# Base command to use for combining object files into a shared library: +TCL_SHLIB_LD='${CC} ${CFLAGS} ${LDFLAGS} -shared' + +# Base command to use for combining object files into a static library: +TCL_STLIB_LD='${AR} cr' + +# Either '$LIBS' (if dependent libraries should be included when linking +# shared libraries) or an empty string. See Tcl's configure.in for more +# explanation. +TCL_SHLIB_LD_LIBS='${LIBS}' + +# Suffix to use for the name of a shared library. +TCL_SHLIB_SUFFIX='.so' + +# Library file(s) to include in tclsh and other base applications +# in order to provide facilities needed by DLOBJ above. +TCL_DL_LIBS='-ldl' + +# Flags to pass to the compiler when linking object files into +# an executable tclsh or tcltest binary. +TCL_LD_FLAGS='-Wl,-O2 -Wl,--sort-common -Wl,--as-needed -Wl,-z,relro -Wl,-z,now -Wl,--disable-new-dtags -Wl,--gc-sections -Wl,-rpath,/workspace/anaconda3/lib -Wl,-rpath-link,/workspace/anaconda3/lib -L/workspace/anaconda3/lib -Wl,--export-dynamic ' + +# Flags to pass to cc/ld, such as "-R /usr/local/tcl/lib", that tell the +# run-time dynamic linker where to look for shared libraries such as +# libtcl.so. Used when linking applications. Only works if there +# is a variable "LIB_RUNTIME_DIR" defined in the Makefile. +TCL_CC_SEARCH_FLAGS='"-Wl,-rpath,${LIB_RUNTIME_DIR}"' +TCL_LD_SEARCH_FLAGS='"-Wl,-rpath,${LIB_RUNTIME_DIR}"' + +# Additional object files linked with Tcl to provide compatibility +# with standard facilities from ANSI C or POSIX. +TCL_COMPAT_OBJS='' + +# Name of the ranlib program to use. +TCL_RANLIB='/opt/conda/conda-bld/tk_1654088763175/_build_env/bin/x86_64-conda-linux-gnu-ranlib' + +# -l flag to pass to the linker to pick up the Tcl library +TCL_LIB_FLAG='-ltcl8.6' + +# String to pass to linker to pick up the Tcl library from its +# build directory. +TCL_BUILD_LIB_SPEC='-L/opt/conda/conda-bld/tk_1654088763175/work/tcl8.6.12/unix -ltcl8.6' + +# String to pass to linker to pick up the Tcl library from its +# installed directory. +TCL_LIB_SPEC='-L/workspace/anaconda3/lib -ltcl8.6' + +# String to pass to the compiler so that an extension can +# find installed Tcl headers. +TCL_INCLUDE_SPEC='-I/workspace/anaconda3/include' + +# Indicates whether a version numbers should be used in -l switches +# ("ok" means it's safe to use switches like -ltcl7.5; "nodots" means +# use switches like -ltcl75). SunOS and FreeBSD require "nodots", for +# example. +TCL_LIB_VERSIONS_OK='ok' + +# String that can be evaluated to generate the part of a shared library +# name that comes after the "libxxx" (includes version number, if any, +# extension, and anything else needed). May depend on the variables +# VERSION and SHLIB_SUFFIX. On most UNIX systems this is +# ${VERSION}${SHLIB_SUFFIX}. +TCL_SHARED_LIB_SUFFIX='${VERSION}.so' + +# String that can be evaluated to generate the part of an unshared library +# name that comes after the "libxxx" (includes version number, if any, +# extension, and anything else needed). May depend on the variable +# VERSION. On most UNIX systems this is ${VERSION}.a. +TCL_UNSHARED_LIB_SUFFIX='${VERSION}.a' + +# Location of the top-level source directory from which Tcl was built. +# This is the directory that contains a README file as well as +# subdirectories such as generic, unix, etc. If Tcl was compiled in a +# different place than the directory containing the source files, this +# points to the location of the sources, not the location where Tcl was +# compiled. +TCL_SRC_DIR='/opt/conda/conda-bld/tk_1654088763175/work/tcl8.6.12' + +# List of standard directories in which to look for packages during +# "package require" commands. Contains the "prefix" directory plus also +# the "exec_prefix" directory, if it is different. +TCL_PACKAGE_PATH='{/workspace/anaconda3/lib} ' + +# Tcl supports stub. +TCL_SUPPORTS_STUBS=1 + +# The name of the Tcl stub library (.a): +TCL_STUB_LIB_FILE='libtclstub8.6.a' + +# -l flag to pass to the linker to pick up the Tcl stub library +TCL_STUB_LIB_FLAG='-ltclstub8.6' + +# String to pass to linker to pick up the Tcl stub library from its +# build directory. +TCL_BUILD_STUB_LIB_SPEC='-L/opt/conda/conda-bld/tk_1654088763175/work/tcl8.6.12/unix -ltclstub8.6' + +# String to pass to linker to pick up the Tcl stub library from its +# installed directory. +TCL_STUB_LIB_SPEC='-L/workspace/anaconda3/lib -ltclstub8.6' + +# Path to the Tcl stub library in the build directory. +TCL_BUILD_STUB_LIB_PATH='/opt/conda/conda-bld/tk_1654088763175/work/tcl8.6.12/unix/libtclstub8.6.a' + +# Path to the Tcl stub library in the install directory. +TCL_STUB_LIB_PATH='/workspace/anaconda3/lib/libtclstub8.6.a' + +# Flag, 1: we built Tcl with threads enabled, 0 we didn't +TCL_THREADS=1 diff --git a/my_container_sandbox/workspace/anaconda3/lib/tclooConfig.sh b/my_container_sandbox/workspace/anaconda3/lib/tclooConfig.sh new file mode 100644 index 0000000000000000000000000000000000000000..22795420fdf07447889873fa28500ac53f9e7438 --- /dev/null +++ b/my_container_sandbox/workspace/anaconda3/lib/tclooConfig.sh @@ -0,0 +1,19 @@ +# tclooConfig.sh -- +# +# This shell script (for sh) is generated automatically by TclOO's configure +# script, or would be except it has no values that we substitute. It will +# create shell variables for most of the configuration options discovered by +# the configure script. This script is intended to be included by TEA-based +# configure scripts for TclOO extensions so that they don't have to figure +# this all out for themselves. +# +# The information in this file is specific to a single platform. + +# These are mostly empty because no special steps are ever needed from Tcl 8.6 +# onwards; all libraries and include files are just part of Tcl. +TCLOO_LIB_SPEC="" +TCLOO_STUB_LIB_SPEC="" +TCLOO_INCLUDE_SPEC="" +TCLOO_PRIVATE_INCLUDE_SPEC="" +TCLOO_CFLAGS="" +TCLOO_VERSION=1.1.0 diff --git a/my_container_sandbox/workspace/difftumor/organ_mask_access/model/arch_code_cvpr.pth b/my_container_sandbox/workspace/difftumor/organ_mask_access/model/arch_code_cvpr.pth new file mode 100644 index 0000000000000000000000000000000000000000..4eed01d826b28c27392629be9882c94011936fec --- /dev/null +++ b/my_container_sandbox/workspace/difftumor/organ_mask_access/model/arch_code_cvpr.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a739d7fb043cf8e2bd741f590a974ac38c4af5caf1e6a6e6a92655da126c20ad +size 3247 diff --git a/my_container_sandbox/workspace/difftumor/organ_mask_access/pretrained_weights/txt_encoding.pth b/my_container_sandbox/workspace/difftumor/organ_mask_access/pretrained_weights/txt_encoding.pth new file mode 100644 index 0000000000000000000000000000000000000000..199025d0018f4c796b3b20388a2cf407771e1c58 --- /dev/null +++ b/my_container_sandbox/workspace/difftumor/organ_mask_access/pretrained_weights/txt_encoding.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9de46b0be0fdfedc82852045d15efdbb3a04e48a954df27d1290af2f63997145 +size 33515 diff --git a/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/__pycache__/create_network.cpython-38.pyc b/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/__pycache__/create_network.cpython-38.pyc new file mode 100644 index 0000000000000000000000000000000000000000..66ad945ead81774bf4c21921dea09302c7b74582 Binary files /dev/null and b/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/__pycache__/create_network.cpython-38.pyc differ diff --git a/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task01/train_multi_gpu.sh b/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task01/train_multi_gpu.sh new file mode 100644 index 0000000000000000000000000000000000000000..f4b1fd24f08c7a661066eecad5726cb8894810d3 --- /dev/null +++ b/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task01/train_multi_gpu.sh @@ -0,0 +1,23 @@ +# Copyright (c) MONAI Consortium +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# train step 1, with large learning rate +# although max_epochs here is 3000, my results shown that for all 5 folds, +# the best epochs is less than 400, thus maybe you can manually stop early. + +lr=1e-1 +fold=0 + +python -m torch.distributed.launch --nproc_per_node=2 --nnodes=1 --node_rank=0 \ + --master_addr="localhost" --master_port=1234 \ + train.py -fold $fold -train_num_workers 4 -interval 10 -num_samples 1 \ + -learning_rate $lr -max_epochs 3000 -task_id 01 -pos_sample_num 1 \ + -expr_name baseline -tta_val True -multi_gpu True diff --git a/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task02/train.sh b/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task02/train.sh new file mode 100644 index 0000000000000000000000000000000000000000..c1fa1c57648f6ee7b781ccb1a493d4a63857362d --- /dev/null +++ b/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task02/train.sh @@ -0,0 +1,19 @@ +# Copyright (c) MONAI Consortium +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# train step 1, with large learning rate + +lr=1e-1 +fold=0 + +python train.py -fold $fold -train_num_workers 4 -interval 1 -num_samples 4 \ +-learning_rate $lr -max_epochs 3000 -task_id 02 -pos_sample_num 1 \ +-expr_name baseline -tta_val True -determinism_flag True -determinism_seed 0 diff --git a/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task03/train_multi_gpu.sh b/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task03/train_multi_gpu.sh new file mode 100644 index 0000000000000000000000000000000000000000..12b199f439093b2e9fbd7826b4411c9f3e9610b4 --- /dev/null +++ b/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task03/train_multi_gpu.sh @@ -0,0 +1,22 @@ +# Copyright (c) MONAI Consortium +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# train step 1, with large learning rate + +lr=2e-2 +fold=0 + +python -m torch.distributed.launch --nproc_per_node=2 --nnodes=1 --node_rank=0 \ + --master_addr="localhost" --master_port=1234 \ + train.py -fold $fold -train_num_workers 8 -interval 20 -num_samples 1 \ + -learning_rate $lr -max_epochs 3000 -task_id 03 -pos_sample_num 1 \ + -expr_name baseline -tta_val True -multi_gpu True -eval_overlap 0.1 \ + -sw_batch_size 2 -batch_dice True diff --git a/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task04/finetune.sh b/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task04/finetune.sh new file mode 100644 index 0000000000000000000000000000000000000000..1dbe5ab3f93c8929a013600d8307df5b2239c11c --- /dev/null +++ b/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task04/finetune.sh @@ -0,0 +1,22 @@ +# Copyright (c) MONAI Consortium +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# train step 2, finetune with small learning rate +# please replace the weight variable into your actual weight + +lr=1e-3 +fold=0 +weight=model.pt + +python train.py -fold $fold -train_num_workers 4 -interval 1 -num_samples 1 \ +-learning_rate $lr -max_epochs 50 -task_id 04 -pos_sample_num 1 \ +-expr_name baseline -tta_val True -checkpoint $weight -determinism_flag True \ +-determinism_seed 0 diff --git a/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task04/finetune_multi_gpu.sh b/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task04/finetune_multi_gpu.sh new file mode 100644 index 0000000000000000000000000000000000000000..06cca8c48e0cbcf19ffb3ccd4e523b307ec8f3d3 --- /dev/null +++ b/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task04/finetune_multi_gpu.sh @@ -0,0 +1,23 @@ +# Copyright (c) MONAI Consortium +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# train step 2, finetune with small learning rate +# please replace the weight variable into your actual weight + +lr=1e-3 +fold=0 +weight=model.pt + +python -m torch.distributed.launch --nproc_per_node=2 --nnodes=1 --node_rank=0 \ + --master_addr="localhost" --master_port=1234 \ + train.py -fold $fold -train_num_workers 4 -interval 1 -num_samples 1 \ + -learning_rate $lr -max_epochs 50 -task_id 04 -pos_sample_num 1 \ + -expr_name baseline -tta_val True -checkpoint $weight -multi_gpu True diff --git a/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task04/infer.sh b/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task04/infer.sh new file mode 100644 index 0000000000000000000000000000000000000000..bbab9fe7daafa969e36beb1ed53febc4c1de3365 --- /dev/null +++ b/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task04/infer.sh @@ -0,0 +1,18 @@ +# Copyright (c) MONAI Consortium +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# please replace the weight variable into your actual weight + +weight=model.pt +fold=0 + +python inference.py -fold $fold -expr_name baseline -task_id 04 -tta_val True \ +-checkpoint $weight diff --git a/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task04/infer_multi_gpu.sh b/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task04/infer_multi_gpu.sh new file mode 100644 index 0000000000000000000000000000000000000000..3c547e589b32511246f6601019811cff59b80d5f --- /dev/null +++ b/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task04/infer_multi_gpu.sh @@ -0,0 +1,20 @@ +# Copyright (c) MONAI Consortium +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# please replace the weight variable into your actual weight + +weight=model.pt +fold=0 + +python -m torch.distributed.launch --nproc_per_node=2 --nnodes=1 --node_rank=0 \ + --master_addr="localhost" --master_port=1234 \ + inference.py -fold $fold -expr_name baseline -task_id 04 -tta_val True \ + -checkpoint $weight -multi_gpu True diff --git a/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task04/val.sh b/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task04/val.sh new file mode 100644 index 0000000000000000000000000000000000000000..5d2cfdbbb1935ec95c551cf977756f692c5acf01 --- /dev/null +++ b/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task04/val.sh @@ -0,0 +1,18 @@ +# Copyright (c) MONAI Consortium +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# please replace the weight variable into your actual weight + +weight=model.pt +fold=0 + +python train.py -fold $fold -expr_name baseline -task_id 04 -tta_val True \ +-checkpoint $weight -mode val diff --git a/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task05/train.sh b/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task05/train.sh new file mode 100644 index 0000000000000000000000000000000000000000..736dcde4e9709ff4c4214c97b05f24e1bd260fe4 --- /dev/null +++ b/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task05/train.sh @@ -0,0 +1,19 @@ +# Copyright (c) MONAI Consortium +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# train step 1, with large learning rate + +lr=1e-1 +fold=0 + +python train.py -fold $fold -train_num_workers 4 -interval 5 -num_samples 4 \ +-learning_rate $lr -max_epochs 1000 -task_id 05 -pos_sample_num 1 \ +-expr_name baseline -tta_val True -determinism_flag True -determinism_seed 0 diff --git a/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task06/train.sh b/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task06/train.sh new file mode 100644 index 0000000000000000000000000000000000000000..1a792794d12b61d33517003bf81534ce25e4fe3e --- /dev/null +++ b/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task06/train.sh @@ -0,0 +1,20 @@ +# Copyright (c) MONAI Consortium +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# train step 1, with large learning rate + +lr=1e-2 +fold=0 + +python train.py -fold $fold -train_num_workers 4 -interval 10 -num_samples 1 \ +-learning_rate $lr -max_epochs 3000 -task_id 06 -pos_sample_num 1 \ +-expr_name baseline -tta_val True -determinism_flag True -determinism_seed 0 \ +-batch_dice True diff --git a/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task07/train_multi_gpu.sh b/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task07/train_multi_gpu.sh new file mode 100644 index 0000000000000000000000000000000000000000..131e848139f283f1541e916aa123fe29c1a56590 --- /dev/null +++ b/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task07/train_multi_gpu.sh @@ -0,0 +1,21 @@ +# Copyright (c) MONAI Consortium +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# train step 1, with large learning rate + +lr=1e-2 +fold=0 + +python -m torch.distributed.launch --nproc_per_node=2 --nnodes=1 --node_rank=0 \ + --master_addr="localhost" --master_port=1234 \ + train.py -fold $fold -train_num_workers 4 -interval 10 -num_samples 1 \ + -learning_rate $lr -max_epochs 2000 -task_id 07 -pos_sample_num 1 \ + -expr_name baseline -tta_val True -multi_gpu True -lr_decay True diff --git a/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task08/train_multi_gpu.sh b/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task08/train_multi_gpu.sh new file mode 100644 index 0000000000000000000000000000000000000000..25992524aa99b94fc02c306308f4e00d142b5f6e --- /dev/null +++ b/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task08/train_multi_gpu.sh @@ -0,0 +1,21 @@ +# Copyright (c) MONAI Consortium +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# train step 1, with large learning rate + +lr=1e-2 +fold=0 + +python -m torch.distributed.launch --nproc_per_node=2 --nnodes=1 --node_rank=0 \ + --master_addr="localhost" --master_port=1234 \ + train.py -fold $fold -train_num_workers 4 -interval 10 -num_samples 1 \ + -learning_rate $lr -max_epochs 2000 -task_id 08 -pos_sample_num 1 \ + -expr_name baseline -tta_val True -multi_gpu True -lr_decay True diff --git a/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task09/finetune.sh b/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task09/finetune.sh new file mode 100644 index 0000000000000000000000000000000000000000..97b7e265872129cfc94c9ec79d463a98ac1b7242 --- /dev/null +++ b/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task09/finetune.sh @@ -0,0 +1,22 @@ +# Copyright (c) MONAI Consortium +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# train step 2, finetune with small learning rate +# please replace the weight variable into your actual weight + +lr=1e-2 +fold=0 +weight=model.pt + +python train.py -fold $fold -train_num_workers 4 -interval 5 -num_samples 3 \ +-learning_rate $lr -max_epochs 1000 -task_id 09 -pos_sample_num 2 \ +-expr_name baseline -tta_val True -checkpoint $weight -determinism_flag True \ +-determinism_seed 0 -lr_decay True -batch_dice True diff --git a/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task09/train.sh b/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task09/train.sh new file mode 100644 index 0000000000000000000000000000000000000000..a2685a35588753e015e06cbb2a32033364ef5d62 --- /dev/null +++ b/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task09/train.sh @@ -0,0 +1,20 @@ +# Copyright (c) MONAI Consortium +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# train step 1, with large learning rate + +lr=1e-2 +fold=0 + +python train.py -fold $fold -train_num_workers 4 -interval 10 -num_samples 3 \ +-learning_rate $lr -max_epochs 3000 -task_id 09 -pos_sample_num 2 \ +-expr_name baseline -tta_val True -determinism_flag True -determinism_seed 0 \ +-batch_dice True diff --git a/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task10/finetune.sh b/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task10/finetune.sh new file mode 100644 index 0000000000000000000000000000000000000000..2c2119545b66e3c358a2f036ce0da4064060dcf6 --- /dev/null +++ b/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task10/finetune.sh @@ -0,0 +1,25 @@ +# Copyright (c) MONAI Consortium +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# train step 2, finetune with small learning rate +# please replace the weight variable into your actual weight +# since this task uses lr scheduler, please set the lr and max epochs +# here according to the step 1 training results. The value of max epochs equals +# to 2000 minus the best epoch in step 1. + +lr=7.5e-3 +fold=0 +weight=model.pt + +python train.py -fold $fold -train_num_workers 2 -interval 10 -num_samples 1 \ +-learning_rate $lr -max_epochs 3000 -task_id 10 -pos_sample_num 1 \ +-expr_name baseline -tta_val True -checkpoint $weight -determinism_flag True \ +-determinism_seed 0 -lr_decay True diff --git a/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task10/train.sh b/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task10/train.sh new file mode 100644 index 0000000000000000000000000000000000000000..c3185ec0fa5418219956ae1b42b21ffd34912208 --- /dev/null +++ b/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/commands/task10/train.sh @@ -0,0 +1,20 @@ +# Copyright (c) MONAI Consortium +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# train step 1, with large learning rate + +lr=1e-2 +fold=0 + +python train.py -fold $fold -train_num_workers 2 -interval 10 -num_samples 1 \ +-learning_rate $lr -max_epochs 5000 -task_id 10 -pos_sample_num 1 \ +-expr_name baseline -tta_val True -determinism_flag True -determinism_seed 0 \ +-lr_decay True diff --git a/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/config/dataset_task01.json b/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/config/dataset_task01.json new file mode 100644 index 0000000000000000000000000000000000000000..63fcb0a79e8f7d2597b9aaffce523283eb25f676 --- /dev/null +++ b/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/config/dataset_task01.json @@ -0,0 +1 @@ +{"name": "BRATS", "description": "Gliomas segmentation tumour and oedema in on brain images", "reference": "https://www.med.upenn.edu/sbia/brats2017.html", "licence": "CC-BY-SA 4.0", "release": "2.0 04/05/2018", "tensorImageSize": "4D", "modality": {"0": "FLAIR", "1": "T1w", "2": "t1gd", "3": "T2w"}, "labels": {"0": "background", "1": "edema", "2": "non-enhancing tumor", "3": "enhancing tumour"}, "numTraining": 484, "numTest": 266, "training": [{"image": "./imagesTr/BRATS_457.nii.gz", "label": "./labelsTr/BRATS_457.nii.gz"}, {"image": "./imagesTr/BRATS_306.nii.gz", "label": "./labelsTr/BRATS_306.nii.gz"}, {"image": "./imagesTr/BRATS_206.nii.gz", "label": "./labelsTr/BRATS_206.nii.gz"}, {"image": "./imagesTr/BRATS_449.nii.gz", "label": "./labelsTr/BRATS_449.nii.gz"}, {"image": "./imagesTr/BRATS_318.nii.gz", "label": "./labelsTr/BRATS_318.nii.gz"}, {"image": "./imagesTr/BRATS_218.nii.gz", "label": "./labelsTr/BRATS_218.nii.gz"}, {"image": "./imagesTr/BRATS_434.nii.gz", "label": "./labelsTr/BRATS_434.nii.gz"}, {"image": "./imagesTr/BRATS_365.nii.gz", "label": "./labelsTr/BRATS_365.nii.gz"}, {"image": "./imagesTr/BRATS_265.nii.gz", "label": "./labelsTr/BRATS_265.nii.gz"}, {"image": "./imagesTr/BRATS_214.nii.gz", "label": "./labelsTr/BRATS_214.nii.gz"}, {"image": "./imagesTr/BRATS_314.nii.gz", "label": "./labelsTr/BRATS_314.nii.gz"}, {"image": "./imagesTr/BRATS_445.nii.gz", "label": "./labelsTr/BRATS_445.nii.gz"}, {"image": "./imagesTr/BRATS_269.nii.gz", "label": "./labelsTr/BRATS_269.nii.gz"}, {"image": "./imagesTr/BRATS_369.nii.gz", "label": "./labelsTr/BRATS_369.nii.gz"}, {"image": "./imagesTr/BRATS_438.nii.gz", "label": "./labelsTr/BRATS_438.nii.gz"}, {"image": "./imagesTr/BRATS_277.nii.gz", "label": "./labelsTr/BRATS_277.nii.gz"}, {"image": "./imagesTr/BRATS_377.nii.gz", "label": "./labelsTr/BRATS_377.nii.gz"}, {"image": "./imagesTr/BRATS_426.nii.gz", "label": "./labelsTr/BRATS_426.nii.gz"}, {"image": "./imagesTr/BRATS_095.nii.gz", "label": "./labelsTr/BRATS_095.nii.gz"}, {"image": "./imagesTr/BRATS_222.nii.gz", "label": "./labelsTr/BRATS_222.nii.gz"}, {"image": "./imagesTr/BRATS_195.nii.gz", "label": "./labelsTr/BRATS_195.nii.gz"}, {"image": "./imagesTr/BRATS_473.nii.gz", "label": "./labelsTr/BRATS_473.nii.gz"}, {"image": "./imagesTr/BRATS_322.nii.gz", "label": "./labelsTr/BRATS_322.nii.gz"}, {"image": "./imagesTr/BRATS_241.nii.gz", "label": "./labelsTr/BRATS_241.nii.gz"}, {"image": "./imagesTr/BRATS_410.nii.gz", "label": "./labelsTr/BRATS_410.nii.gz"}, {"image": "./imagesTr/BRATS_341.nii.gz", "label": "./labelsTr/BRATS_341.nii.gz"}, {"image": "./imagesTr/BRATS_330.nii.gz", "label": "./labelsTr/BRATS_330.nii.gz"}, {"image": "./imagesTr/BRATS_461.nii.gz", "label": "./labelsTr/BRATS_461.nii.gz"}, {"image": "./imagesTr/BRATS_187.nii.gz", "label": "./labelsTr/BRATS_187.nii.gz"}, {"image": "./imagesTr/BRATS_230.nii.gz", "label": "./labelsTr/BRATS_230.nii.gz"}, {"image": "./imagesTr/BRATS_087.nii.gz", "label": "./labelsTr/BRATS_087.nii.gz"}, {"image": "./imagesTr/BRATS_199.nii.gz", "label": "./labelsTr/BRATS_199.nii.gz"}, {"image": "./imagesTr/BRATS_099.nii.gz", "label": "./labelsTr/BRATS_099.nii.gz"}, {"image": "./imagesTr/BRATS_353.nii.gz", "label": "./labelsTr/BRATS_353.nii.gz"}, {"image": "./imagesTr/BRATS_402.nii.gz", "label": "./labelsTr/BRATS_402.nii.gz"}, {"image": "./imagesTr/BRATS_253.nii.gz", "label": "./labelsTr/BRATS_253.nii.gz"}, {"image": "./imagesTr/BRATS_384.nii.gz", "label": "./labelsTr/BRATS_384.nii.gz"}, {"image": "./imagesTr/BRATS_133.nii.gz", "label": "./labelsTr/BRATS_133.nii.gz"}, {"image": "./imagesTr/BRATS_284.nii.gz", "label": "./labelsTr/BRATS_284.nii.gz"}, {"image": "./imagesTr/BRATS_033.nii.gz", "label": "./labelsTr/BRATS_033.nii.gz"}, {"image": "./imagesTr/BRATS_150.nii.gz", "label": "./labelsTr/BRATS_150.nii.gz"}, {"image": "./imagesTr/BRATS_050.nii.gz", "label": "./labelsTr/BRATS_050.nii.gz"}, {"image": "./imagesTr/BRATS_021.nii.gz", "label": "./labelsTr/BRATS_021.nii.gz"}, {"image": "./imagesTr/BRATS_296.nii.gz", "label": "./labelsTr/BRATS_296.nii.gz"}, {"image": "./imagesTr/BRATS_121.nii.gz", "label": "./labelsTr/BRATS_121.nii.gz"}, {"image": "./imagesTr/BRATS_396.nii.gz", "label": "./labelsTr/BRATS_396.nii.gz"}, {"image": "./imagesTr/BRATS_288.nii.gz", "label": "./labelsTr/BRATS_288.nii.gz"}, {"image": "./imagesTr/BRATS_388.nii.gz", "label": "./labelsTr/BRATS_388.nii.gz"}, {"image": "./imagesTr/BRATS_042.nii.gz", "label": "./labelsTr/BRATS_042.nii.gz"}, {"image": "./imagesTr/BRATS_142.nii.gz", "label": "./labelsTr/BRATS_142.nii.gz"}, {"image": "./imagesTr/BRATS_017.nii.gz", "label": "./labelsTr/BRATS_017.nii.gz"}, {"image": "./imagesTr/BRATS_117.nii.gz", "label": "./labelsTr/BRATS_117.nii.gz"}, {"image": "./imagesTr/BRATS_009.nii.gz", "label": "./labelsTr/BRATS_009.nii.gz"}, {"image": "./imagesTr/BRATS_109.nii.gz", "label": "./labelsTr/BRATS_109.nii.gz"}, {"image": "./imagesTr/BRATS_074.nii.gz", "label": "./labelsTr/BRATS_074.nii.gz"}, {"image": "./imagesTr/BRATS_174.nii.gz", "label": "./labelsTr/BRATS_174.nii.gz"}, {"image": "./imagesTr/BRATS_105.nii.gz", "label": "./labelsTr/BRATS_105.nii.gz"}, {"image": "./imagesTr/BRATS_005.nii.gz", "label": "./labelsTr/BRATS_005.nii.gz"}, {"image": "./imagesTr/BRATS_178.nii.gz", "label": "./labelsTr/BRATS_178.nii.gz"}, {"image": "./imagesTr/BRATS_078.nii.gz", "label": "./labelsTr/BRATS_078.nii.gz"}, {"image": "./imagesTr/BRATS_480.nii.gz", "label": "./labelsTr/BRATS_480.nii.gz"}, {"image": "./imagesTr/BRATS_166.nii.gz", "label": "./labelsTr/BRATS_166.nii.gz"}, {"image": "./imagesTr/BRATS_066.nii.gz", "label": "./labelsTr/BRATS_066.nii.gz"}, {"image": "./imagesTr/BRATS_040.nii.gz", "label": "./labelsTr/BRATS_040.nii.gz"}, {"image": 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"./labelsTr/colon_206.nii.gz"}, {"image": "./imagesTr/colon_207.nii.gz", "label": "./labelsTr/colon_207.nii.gz"}, {"image": "./imagesTr/colon_208.nii.gz", "label": "./labelsTr/colon_208.nii.gz"}, {"image": "./imagesTr/colon_212.nii.gz", "label": "./labelsTr/colon_212.nii.gz"}, {"image": "./imagesTr/colon_213.nii.gz", "label": "./labelsTr/colon_213.nii.gz"}, {"image": "./imagesTr/colon_214.nii.gz", "label": "./labelsTr/colon_214.nii.gz"}, {"image": "./imagesTr/colon_215.nii.gz", "label": "./labelsTr/colon_215.nii.gz"}, {"image": "./imagesTr/colon_219.nii.gz", "label": "./labelsTr/colon_219.nii.gz"}]} diff --git a/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/create_datalist.py b/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/create_datalist.py new file mode 100644 index 0000000000000000000000000000000000000000..524fa53710e051a9d8fe6fdfa46d8fc3e507e5e1 --- /dev/null +++ b/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/create_datalist.py @@ -0,0 +1,91 @@ +# Copyright (c) MONAI Consortium +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import json +import os +from argparse import ArgumentDefaultsHelpFormatter, ArgumentParser + +import numpy as np +from sklearn.model_selection import KFold + + +def create_datalist( + dataset_input_dir: str, + output_dir: str, + task_id: str, + num_folds: int, + seed: int, +): + task_name = { + "01": "Task01_BrainTumour", + "02": "Task02_Heart", + "03": "Task03_Liver", + "04": "Task04_Hippocampus", + "05": "Task05_Prostate", + "06": "Task06_Lung", + "07": "Task07_Pancreas", + "08": "Task08_HepaticVessel", + "09": "Task09_Spleen", + "10": "Task10_Colon", + } + + dataset_file_path = os.path.join(dataset_input_dir, task_name[task_id], "dataset.json") + + with open(dataset_file_path, "r") as f: + dataset = json.load(f) + + dataset_with_folds = dataset.copy() + + keys = [line["image"].split("/")[-1].split(".")[0] for line in dataset["training"]] + dataset_train_dict = dict(zip(keys, dataset["training"])) + all_keys_sorted = np.sort(keys) + kfold = KFold(n_splits=num_folds, shuffle=True, random_state=seed) + for i, (train_idx, test_idx) in enumerate(kfold.split(all_keys_sorted)): + val_data = [] + train_data = [] + train_keys = np.array(all_keys_sorted)[train_idx] + test_keys = np.array(all_keys_sorted)[test_idx] + for key in test_keys: + val_data.append(dataset_train_dict[key]) + for key in train_keys: + train_data.append(dataset_train_dict[key]) + + dataset_with_folds["validation_fold{}".format(i)] = val_data + dataset_with_folds["train_fold{}".format(i)] = train_data + del dataset + + if not os.path.exists(output_dir): + os.makedirs(output_dir) + + with open(os.path.join(output_dir, "dataset_task{}.json".format(task_id)), "w") as f: + json.dump(dataset_with_folds, f) + print("data list for {} has been created!".format(task_name[task_id])) + f.close() + + +if __name__ == "__main__": + parser = ArgumentParser(formatter_class=ArgumentDefaultsHelpFormatter) + + parser.add_argument("-input_dir", "--input_dir", type=str, default="/workspace/data/medical/") + parser.add_argument("-output_dir", "--output_dir", type=str, default="config/") + parser.add_argument("-task_id", "--task_id", type=str, default="04", help="task 01 to 10") + parser.add_argument("-num_folds", "--num_folds", type=int, default=5, help="number of folds") + parser.add_argument("-seed", "--seed", type=int, default=12345, help="seed number") + + args = parser.parse_args() + + create_datalist( + dataset_input_dir=args.input_dir, + output_dir=args.output_dir, + task_id=args.task_id, + num_folds=args.num_folds, + seed=args.seed, + ) diff --git a/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/trainer.py b/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/trainer.py new file mode 100644 index 0000000000000000000000000000000000000000..127137ada6a4c0ca6b79526b5085fccb69e8e4e3 --- /dev/null +++ b/my_container_sandbox/workspace/difftumor/tumor_mask_access/dynunet_pipeline/trainer.py @@ -0,0 +1,95 @@ +# Copyright (c) MONAI Consortium +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +from typing import Any, Dict, Tuple + +import torch +from ignite.engine import Engine +from monai.engines import SupervisedTrainer +from monai.engines.utils import CommonKeys as Keys +from monai.engines.utils import IterationEvents +from torch.nn.parallel import DistributedDataParallel + + +class DynUNetTrainer(SupervisedTrainer): + """ + This class inherits from SupervisedTrainer in MONAI, and is used with DynUNet + on Decathlon datasets. + + """ + + def _iteration(self, engine: Engine, batchdata: Dict[str, Any]): + """ + Callback function for the Supervised Training processing logic of 1 iteration in Ignite Engine. + Return below items in a dictionary: + - IMAGE: image Tensor data for model input, already moved to device. + - LABEL: label Tensor data corresponding to the image, already moved to device. + - PRED: prediction result of model. + - LOSS: loss value computed by loss function. + + Args: + engine: Ignite Engine, it can be a trainer, validator or evaluator. + batchdata: input data for this iteration, usually can be dictionary or tuple of Tensor data. + + Raises: + ValueError: When ``batchdata`` is None. + + """ + if batchdata is None: + raise ValueError("Must provide batch data for current iteration.") + batch = self.prepare_batch(batchdata, engine.state.device, engine.non_blocking) + if len(batch) == 2: + inputs, targets = batch + args: Tuple = () + kwargs: Dict = {} + else: + inputs, targets, args, kwargs = batch + # put iteration outputs into engine.state + engine.state.output = {Keys.IMAGE: inputs, Keys.LABEL: targets} + + def _compute_pred_loss(): + preds = self.inferer(inputs, self.network, *args, **kwargs) + if len(preds.size()) - len(targets.size()) == 1: + # deep supervision mode, need to unbind feature maps first. + preds = torch.unbind(preds, dim=1) + engine.state.output[Keys.PRED] = preds + del preds + engine.fire_event(IterationEvents.FORWARD_COMPLETED) + engine.state.output[Keys.LOSS] = sum( + 0.5**i * self.loss_function.forward(p, targets) for i, p in enumerate(engine.state.output[Keys.PRED]) + ) + engine.fire_event(IterationEvents.LOSS_COMPLETED) + + self.network.train() + self.optimizer.zero_grad() + if self.amp and self.scaler is not None: + with torch.cuda.amp.autocast(): + _compute_pred_loss() + self.scaler.scale(engine.state.output[Keys.LOSS]).backward() + self.scaler.unscale_(self.optimizer) + if isinstance(self.network, DistributedDataParallel): + torch.nn.utils.clip_grad_norm_(self.network.module.parameters(), 12) + else: + torch.nn.utils.clip_grad_norm_(self.network.parameters(), 12) + self.scaler.step(self.optimizer) + self.scaler.update() + else: + _compute_pred_loss() + engine.state.output[Keys.LOSS].backward() + engine.fire_event(IterationEvents.BACKWARD_COMPLETED) + if isinstance(self.network, DistributedDataParallel): + torch.nn.utils.clip_grad_norm_(self.network.module.parameters(), 12) + else: + torch.nn.utils.clip_grad_norm_(self.network.parameters(), 12) + self.optimizer.step() + engine.fire_event(IterationEvents.MODEL_COMPLETED) + + return engine.state.output diff --git a/my_container_sandbox/workspace/difftumor/tumor_mask_access/external/surface-distance/CONTRIBUTING.md b/my_container_sandbox/workspace/difftumor/tumor_mask_access/external/surface-distance/CONTRIBUTING.md new file mode 100644 index 0000000000000000000000000000000000000000..8e74e95791cb1de44bf81550be9b33d5a9a83276 --- /dev/null +++ b/my_container_sandbox/workspace/difftumor/tumor_mask_access/external/surface-distance/CONTRIBUTING.md @@ -0,0 +1,17 @@ +# How to Contribute + +We'd love to accept your patches and contributions to this project. There are just a few small guidelines you need to follow. + +## Contributor License Agreement + +Contributions to this project must be accompanied by a Contributor License Agreement. You (or your employer) retain the copyright to your contribution; this simply gives us permission to use and redistribute your contributions as part of the project. Head over to to see your current agreements on file or to sign a new one. + +You generally only need to submit a CLA once, so if you've already submitted one (even if it was for a different project), you probably don't need to do it again. + +## Code reviews + +All submissions, including submissions by project members, require review. We use GitHub pull requests for this purpose. Consult [GitHub Help](https://help.github.com/articles/about-pull-requests/) for more information on using pull requests. + +## Community Guidelines + +This project follows [Google's Open Source Community Guidelines](https://opensource.google.com/conduct/). \ No newline at end of file diff --git a/my_container_sandbox/workspace/difftumor/tumor_mask_access/external/surface-distance/__init__.py b/my_container_sandbox/workspace/difftumor/tumor_mask_access/external/surface-distance/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..ed38e2154fefabf380c5dc309806ac33b806f7c4 --- /dev/null +++ b/my_container_sandbox/workspace/difftumor/tumor_mask_access/external/surface-distance/__init__.py @@ -0,0 +1,16 @@ +# Copyright 2018 Google Inc. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS-IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +"""Surface distance module: https://github.com/deepmind/surface-distance .""" + +from .surface_distance import * # pylint: disable=wildcard-import diff --git a/my_container_sandbox/workspace/difftumor/tumor_mask_access/external/surface-distance/setup.py b/my_container_sandbox/workspace/difftumor/tumor_mask_access/external/surface-distance/setup.py new file mode 100644 index 0000000000000000000000000000000000000000..26d705093c098fc3bfc33ef5f2c2f062a7d05c1c --- /dev/null +++ b/my_container_sandbox/workspace/difftumor/tumor_mask_access/external/surface-distance/setup.py @@ -0,0 +1,27 @@ +# Copyright 2018 Google Inc. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS-IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +"""PyPI package definition.""" + +from setuptools import setup + +setup(name="Surface Distance Based Measures", + version="0.1", + description=( + "Library containing utilities to compute performance metrics for " + "segmentation"), + url="https://github.com/deepmind/surface-distance", + author="DeepMind", + license="Apache License, Version 2.0", + packages=["surface_distance"], + install_requires=["numpy", "scipy", "absl-py"]) diff --git a/my_container_sandbox/workspace/difftumor/tumor_mask_access/external/surface-distance/surface_distance/__init__.py b/my_container_sandbox/workspace/difftumor/tumor_mask_access/external/surface-distance/surface_distance/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..03692d025d0bda8f89bb2b9a0e02820a912fa3a1 --- /dev/null +++ b/my_container_sandbox/workspace/difftumor/tumor_mask_access/external/surface-distance/surface_distance/__init__.py @@ -0,0 +1,17 @@ +# Copyright 2018 Google Inc. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS-IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +"""Surface distance module: https://github.com/deepmind/surface-distance .""" + +from .metrics import * # pylint: disable=wildcard-import +__version__ = "0.1" diff --git a/my_container_sandbox/workspace/difftumor/tumor_mask_access/external/surface-distance/surface_distance/lookup_tables.py b/my_container_sandbox/workspace/difftumor/tumor_mask_access/external/surface-distance/surface_distance/lookup_tables.py new file mode 100644 index 0000000000000000000000000000000000000000..067b9d617b7fa2094e8903db70961110e1599098 --- /dev/null +++ b/my_container_sandbox/workspace/difftumor/tumor_mask_access/external/surface-distance/surface_distance/lookup_tables.py @@ -0,0 +1,400 @@ +# Copyright 2018 Google Inc. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS-IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +"""Lookup tables used by surface distance metrics.""" + +from __future__ import absolute_import +from __future__ import division +from __future__ import print_function + +import math +import numpy as np + +ENCODE_NEIGHBOURHOOD_3D_KERNEL = np.array([[[128, 64], [32, 16]], [[8, 4], + [2, 1]]]) + +# _NEIGHBOUR_CODE_TO_NORMALS is a lookup table. +# For every binary neighbour code +# (2x2x2 neighbourhood = 8 neighbours = 8 bits = 256 codes) +# it contains the surface normals of the triangles (called "surfel" for +# "surface element" in the following). The length of the normal +# vector encodes the surfel area. +# +# created using the marching_cube algorithm +# see e.g. https://en.wikipedia.org/wiki/Marching_cubes +# pylint: disable=line-too-long +_NEIGHBOUR_CODE_TO_NORMALS = [ + [[0, 0, 0]], + [[0.125, 0.125, 0.125]], + [[-0.125, -0.125, 0.125]], + [[-0.25, -0.25, 0.0], [0.25, 0.25, -0.0]], + [[0.125, -0.125, 0.125]], + [[-0.25, -0.0, -0.25], [0.25, 0.0, 0.25]], + [[0.125, -0.125, 0.125], [-0.125, -0.125, 0.125]], + [[0.5, 0.0, -0.0], [0.25, 0.25, 0.25], [0.125, 0.125, 0.125]], + [[-0.125, 0.125, 0.125]], + [[0.125, 0.125, 0.125], [-0.125, 0.125, 0.125]], + [[-0.25, 0.0, 0.25], [-0.25, 0.0, 0.25]], + [[0.5, 0.0, 0.0], [-0.25, -0.25, 0.25], [-0.125, -0.125, 0.125]], + [[0.25, -0.25, 0.0], [0.25, -0.25, 0.0]], + [[0.5, 0.0, 0.0], [0.25, -0.25, 0.25], [-0.125, 0.125, -0.125]], + [[-0.5, 0.0, 0.0], [-0.25, 0.25, 0.25], [-0.125, 0.125, 0.125]], + [[0.5, 0.0, 0.0], [0.5, 0.0, 0.0]], + [[0.125, -0.125, -0.125]], + [[0.0, -0.25, -0.25], [0.0, 0.25, 0.25]], + [[-0.125, -0.125, 0.125], [0.125, -0.125, -0.125]], + [[0.0, -0.5, 0.0], [0.25, 0.25, 0.25], [0.125, 0.125, 0.125]], + [[0.125, -0.125, 0.125], [0.125, -0.125, -0.125]], + [[0.0, 0.0, -0.5], [0.25, 0.25, 0.25], [-0.125, -0.125, -0.125]], + [[-0.125, -0.125, 0.125], [0.125, -0.125, 0.125], [0.125, -0.125, -0.125]], + [[-0.125, -0.125, -0.125], [-0.25, -0.25, -0.25], [0.25, 0.25, 0.25], [0.125, 0.125, 0.125]], + [[-0.125, 0.125, 0.125], [0.125, -0.125, -0.125]], + [[0.0, -0.25, -0.25], [0.0, 0.25, 0.25], [-0.125, 0.125, 0.125]], + [[-0.25, 0.0, 0.25], [-0.25, 0.0, 0.25], [0.125, -0.125, -0.125]], + [[0.125, 0.125, 0.125], [0.375, 0.375, 0.375], [0.0, -0.25, 0.25], [-0.25, 0.0, 0.25]], + [[0.125, -0.125, -0.125], [0.25, -0.25, 0.0], [0.25, -0.25, 0.0]], + [[0.375, 0.375, 0.375], [0.0, 0.25, -0.25], [-0.125, -0.125, -0.125], [-0.25, 0.25, 0.0]], + [[-0.5, 0.0, 0.0], [-0.125, -0.125, -0.125], [-0.25, -0.25, -0.25], [0.125, 0.125, 0.125]], + [[-0.5, 0.0, 0.0], [-0.125, -0.125, -0.125], [-0.25, -0.25, -0.25]], + [[0.125, -0.125, 0.125]], + [[0.125, 0.125, 0.125], [0.125, -0.125, 0.125]], + [[0.0, -0.25, 0.25], [0.0, 0.25, -0.25]], + [[0.0, -0.5, 0.0], [0.125, 0.125, -0.125], [0.25, 0.25, -0.25]], + [[0.125, -0.125, 0.125], [0.125, -0.125, 0.125]], + [[0.125, -0.125, 0.125], [-0.25, -0.0, -0.25], [0.25, 0.0, 0.25]], + [[0.0, -0.25, 0.25], [0.0, 0.25, -0.25], [0.125, -0.125, 0.125]], + [[-0.375, -0.375, 0.375], [-0.0, 0.25, 0.25], [0.125, 0.125, -0.125], [-0.25, -0.0, -0.25]], + [[-0.125, 0.125, 0.125], [0.125, -0.125, 0.125]], + [[0.125, 0.125, 0.125], [0.125, -0.125, 0.125], [-0.125, 0.125, 0.125]], + [[-0.0, 0.0, 0.5], [-0.25, -0.25, 0.25], [-0.125, -0.125, 0.125]], + [[0.25, 0.25, -0.25], [0.25, 0.25, -0.25], [0.125, 0.125, -0.125], [-0.125, -0.125, 0.125]], + [[0.125, -0.125, 0.125], [0.25, -0.25, 0.0], [0.25, -0.25, 0.0]], + [[0.5, 0.0, 0.0], [0.25, -0.25, 0.25], [-0.125, 0.125, -0.125], [0.125, -0.125, 0.125]], + [[0.0, 0.25, -0.25], [0.375, -0.375, -0.375], [-0.125, 0.125, 0.125], [0.25, 0.25, 0.0]], + [[-0.5, 0.0, 0.0], [-0.25, -0.25, 0.25], [-0.125, -0.125, 0.125]], + [[0.25, -0.25, 0.0], [-0.25, 0.25, 0.0]], + [[0.0, 0.5, 0.0], [-0.25, 0.25, 0.25], [0.125, -0.125, -0.125]], + [[0.0, 0.5, 0.0], [0.125, -0.125, 0.125], [-0.25, 0.25, -0.25]], + [[0.0, 0.5, 0.0], [0.0, -0.5, 0.0]], + [[0.25, -0.25, 0.0], [-0.25, 0.25, 0.0], [0.125, -0.125, 0.125]], + [[-0.375, -0.375, -0.375], [-0.25, 0.0, 0.25], [-0.125, -0.125, -0.125], [-0.25, 0.25, 0.0]], + [[0.125, 0.125, 0.125], [0.0, -0.5, 0.0], [-0.25, -0.25, -0.25], [-0.125, -0.125, -0.125]], + [[0.0, -0.5, 0.0], [-0.25, -0.25, -0.25], [-0.125, -0.125, -0.125]], + [[-0.125, 0.125, 0.125], [0.25, -0.25, 0.0], [-0.25, 0.25, 0.0]], + [[0.0, 0.5, 0.0], [0.25, 0.25, -0.25], [-0.125, -0.125, 0.125], [-0.125, -0.125, 0.125]], + [[-0.375, 0.375, -0.375], [-0.25, -0.25, 0.0], [-0.125, 0.125, -0.125], [-0.25, 0.0, 0.25]], + [[0.0, 0.5, 0.0], [0.25, 0.25, -0.25], [-0.125, -0.125, 0.125]], + [[0.25, -0.25, 0.0], [-0.25, 0.25, 0.0], [0.25, -0.25, 0.0], [0.25, -0.25, 0.0]], + [[-0.25, -0.25, 0.0], [-0.25, -0.25, 0.0], [-0.125, -0.125, 0.125]], + [[0.125, 0.125, 0.125], [-0.25, -0.25, 0.0], [-0.25, -0.25, 0.0]], + [[-0.25, -0.25, 0.0], [-0.25, -0.25, 0.0]], + [[-0.125, -0.125, 0.125]], + [[0.125, 0.125, 0.125], [-0.125, -0.125, 0.125]], + [[-0.125, -0.125, 0.125], [-0.125, -0.125, 0.125]], + [[-0.125, -0.125, 0.125], [-0.25, -0.25, 0.0], [0.25, 0.25, -0.0]], + [[0.0, -0.25, 0.25], [0.0, -0.25, 0.25]], + [[0.0, 0.0, 0.5], [0.25, -0.25, 0.25], [0.125, -0.125, 0.125]], + [[0.0, -0.25, 0.25], [0.0, -0.25, 0.25], [-0.125, -0.125, 0.125]], + [[0.375, -0.375, 0.375], [0.0, -0.25, -0.25], [-0.125, 0.125, -0.125], [0.25, 0.25, 0.0]], + [[-0.125, -0.125, 0.125], [-0.125, 0.125, 0.125]], + [[0.125, 0.125, 0.125], [-0.125, -0.125, 0.125], [-0.125, 0.125, 0.125]], + [[-0.125, -0.125, 0.125], [-0.25, 0.0, 0.25], [-0.25, 0.0, 0.25]], + [[0.5, 0.0, 0.0], [-0.25, -0.25, 0.25], [-0.125, -0.125, 0.125], [-0.125, -0.125, 0.125]], + [[-0.0, 0.5, 0.0], [-0.25, 0.25, -0.25], [0.125, -0.125, 0.125]], + [[-0.25, 0.25, -0.25], [-0.25, 0.25, -0.25], [-0.125, 0.125, -0.125], [-0.125, 0.125, -0.125]], + [[-0.25, 0.0, -0.25], [0.375, -0.375, -0.375], [0.0, 0.25, -0.25], [-0.125, 0.125, 0.125]], + [[0.5, 0.0, 0.0], [-0.25, 0.25, -0.25], [0.125, -0.125, 0.125]], + [[-0.25, 0.0, 0.25], [0.25, 0.0, -0.25]], + [[-0.0, 0.0, 0.5], [-0.25, 0.25, 0.25], [-0.125, 0.125, 0.125]], + [[-0.125, -0.125, 0.125], [-0.25, 0.0, 0.25], [0.25, 0.0, -0.25]], + [[-0.25, -0.0, -0.25], [-0.375, 0.375, 0.375], [-0.25, -0.25, 0.0], [-0.125, 0.125, 0.125]], + [[0.0, 0.0, -0.5], [0.25, 0.25, -0.25], [-0.125, -0.125, 0.125]], + [[-0.0, 0.0, 0.5], [0.0, 0.0, 0.5]], + [[0.125, 0.125, 0.125], [0.125, 0.125, 0.125], [0.25, 0.25, 0.25], [0.0, 0.0, 0.5]], + [[0.125, 0.125, 0.125], [0.25, 0.25, 0.25], [0.0, 0.0, 0.5]], + [[-0.25, 0.0, 0.25], [0.25, 0.0, -0.25], [-0.125, 0.125, 0.125]], + [[-0.0, 0.0, 0.5], [0.25, -0.25, 0.25], [0.125, -0.125, 0.125], [0.125, -0.125, 0.125]], + [[-0.25, 0.0, 0.25], [-0.25, 0.0, 0.25], [-0.25, 0.0, 0.25], [0.25, 0.0, -0.25]], + [[0.125, -0.125, 0.125], [0.25, 0.0, 0.25], [0.25, 0.0, 0.25]], + [[0.25, 0.0, 0.25], [-0.375, -0.375, 0.375], [-0.25, 0.25, 0.0], [-0.125, -0.125, 0.125]], + [[-0.0, 0.0, 0.5], [0.25, -0.25, 0.25], [0.125, -0.125, 0.125]], + [[0.125, 0.125, 0.125], [0.25, 0.0, 0.25], [0.25, 0.0, 0.25]], + [[0.25, 0.0, 0.25], [0.25, 0.0, 0.25]], + [[-0.125, -0.125, 0.125], [0.125, -0.125, 0.125]], + [[0.125, 0.125, 0.125], [-0.125, -0.125, 0.125], [0.125, -0.125, 0.125]], + [[-0.125, -0.125, 0.125], [0.0, -0.25, 0.25], [0.0, 0.25, -0.25]], + [[0.0, -0.5, 0.0], [0.125, 0.125, -0.125], [0.25, 0.25, -0.25], [-0.125, -0.125, 0.125]], + [[0.0, -0.25, 0.25], [0.0, -0.25, 0.25], [0.125, -0.125, 0.125]], + [[0.0, 0.0, 0.5], [0.25, -0.25, 0.25], [0.125, -0.125, 0.125], [0.125, -0.125, 0.125]], + [[0.0, -0.25, 0.25], [0.0, -0.25, 0.25], [0.0, -0.25, 0.25], [0.0, 0.25, -0.25]], + [[0.0, 0.25, 0.25], [0.0, 0.25, 0.25], [0.125, -0.125, -0.125]], + [[-0.125, 0.125, 0.125], [0.125, -0.125, 0.125], [-0.125, -0.125, 0.125]], + [[-0.125, 0.125, 0.125], [0.125, -0.125, 0.125], [-0.125, -0.125, 0.125], [0.125, 0.125, 0.125]], + [[-0.0, 0.0, 0.5], [-0.25, -0.25, 0.25], [-0.125, -0.125, 0.125], [-0.125, -0.125, 0.125]], + [[0.125, 0.125, 0.125], [0.125, -0.125, 0.125], [0.125, -0.125, -0.125]], + [[-0.0, 0.5, 0.0], [-0.25, 0.25, -0.25], [0.125, -0.125, 0.125], [0.125, -0.125, 0.125]], + [[0.125, 0.125, 0.125], [-0.125, -0.125, 0.125], [0.125, -0.125, -0.125]], + [[0.0, -0.25, -0.25], [0.0, 0.25, 0.25], [0.125, 0.125, 0.125]], + [[0.125, 0.125, 0.125], [0.125, -0.125, -0.125]], + [[0.5, 0.0, -0.0], [0.25, -0.25, -0.25], [0.125, -0.125, -0.125]], + [[-0.25, 0.25, 0.25], [-0.125, 0.125, 0.125], [-0.25, 0.25, 0.25], [0.125, -0.125, -0.125]], + [[0.375, -0.375, 0.375], [0.0, 0.25, 0.25], [-0.125, 0.125, -0.125], [-0.25, 0.0, 0.25]], + [[0.0, -0.5, 0.0], [-0.25, 0.25, 0.25], [-0.125, 0.125, 0.125]], + [[-0.375, -0.375, 0.375], [0.25, -0.25, 0.0], [0.0, 0.25, 0.25], [-0.125, -0.125, 0.125]], + [[-0.125, 0.125, 0.125], [-0.25, 0.25, 0.25], [0.0, 0.0, 0.5]], + [[0.125, 0.125, 0.125], [0.0, 0.25, 0.25], [0.0, 0.25, 0.25]], + [[0.0, 0.25, 0.25], [0.0, 0.25, 0.25]], + [[0.5, 0.0, -0.0], [0.25, 0.25, 0.25], [0.125, 0.125, 0.125], [0.125, 0.125, 0.125]], + [[0.125, -0.125, 0.125], [-0.125, -0.125, 0.125], [0.125, 0.125, 0.125]], + [[-0.25, -0.0, -0.25], [0.25, 0.0, 0.25], [0.125, 0.125, 0.125]], + [[0.125, 0.125, 0.125], [0.125, -0.125, 0.125]], + [[-0.25, -0.25, 0.0], [0.25, 0.25, -0.0], [0.125, 0.125, 0.125]], + [[0.125, 0.125, 0.125], [-0.125, -0.125, 0.125]], + [[0.125, 0.125, 0.125], [0.125, 0.125, 0.125]], + [[0.125, 0.125, 0.125]], + [[0.125, 0.125, 0.125]], + [[0.125, 0.125, 0.125], [0.125, 0.125, 0.125]], + [[0.125, 0.125, 0.125], [-0.125, -0.125, 0.125]], + [[-0.25, -0.25, 0.0], [0.25, 0.25, -0.0], [0.125, 0.125, 0.125]], + [[0.125, 0.125, 0.125], [0.125, -0.125, 0.125]], + [[-0.25, -0.0, -0.25], [0.25, 0.0, 0.25], [0.125, 0.125, 0.125]], + [[0.125, -0.125, 0.125], [-0.125, -0.125, 0.125], [0.125, 0.125, 0.125]], + [[0.5, 0.0, -0.0], [0.25, 0.25, 0.25], [0.125, 0.125, 0.125], [0.125, 0.125, 0.125]], + [[0.0, 0.25, 0.25], [0.0, 0.25, 0.25]], + [[0.125, 0.125, 0.125], [0.0, 0.25, 0.25], [0.0, 0.25, 0.25]], + [[-0.125, 0.125, 0.125], [-0.25, 0.25, 0.25], [0.0, 0.0, 0.5]], + [[-0.375, -0.375, 0.375], [0.25, -0.25, 0.0], [0.0, 0.25, 0.25], [-0.125, -0.125, 0.125]], + [[0.0, -0.5, 0.0], [-0.25, 0.25, 0.25], [-0.125, 0.125, 0.125]], + [[0.375, -0.375, 0.375], [0.0, 0.25, 0.25], [-0.125, 0.125, -0.125], [-0.25, 0.0, 0.25]], + [[-0.25, 0.25, 0.25], [-0.125, 0.125, 0.125], [-0.25, 0.25, 0.25], [0.125, -0.125, -0.125]], + [[0.5, 0.0, -0.0], [0.25, -0.25, -0.25], [0.125, -0.125, -0.125]], + [[0.125, 0.125, 0.125], [0.125, -0.125, -0.125]], + [[0.0, -0.25, -0.25], [0.0, 0.25, 0.25], [0.125, 0.125, 0.125]], + [[0.125, 0.125, 0.125], [-0.125, -0.125, 0.125], [0.125, -0.125, -0.125]], + [[-0.0, 0.5, 0.0], [-0.25, 0.25, -0.25], [0.125, -0.125, 0.125], [0.125, -0.125, 0.125]], + [[0.125, 0.125, 0.125], [0.125, -0.125, 0.125], [0.125, -0.125, -0.125]], + [[-0.0, 0.0, 0.5], [-0.25, -0.25, 0.25], [-0.125, -0.125, 0.125], [-0.125, -0.125, 0.125]], + [[-0.125, 0.125, 0.125], [0.125, -0.125, 0.125], [-0.125, -0.125, 0.125], [0.125, 0.125, 0.125]], + [[-0.125, 0.125, 0.125], [0.125, -0.125, 0.125], [-0.125, -0.125, 0.125]], + [[0.0, 0.25, 0.25], [0.0, 0.25, 0.25], [0.125, -0.125, -0.125]], + [[0.0, -0.25, -0.25], [0.0, 0.25, 0.25], [0.0, 0.25, 0.25], [0.0, 0.25, 0.25]], + [[0.0, 0.0, 0.5], [0.25, -0.25, 0.25], [0.125, -0.125, 0.125], [0.125, -0.125, 0.125]], + [[0.0, -0.25, 0.25], [0.0, -0.25, 0.25], [0.125, -0.125, 0.125]], + [[0.0, -0.5, 0.0], [0.125, 0.125, -0.125], [0.25, 0.25, -0.25], [-0.125, -0.125, 0.125]], + [[-0.125, -0.125, 0.125], [0.0, -0.25, 0.25], [0.0, 0.25, -0.25]], + [[0.125, 0.125, 0.125], [-0.125, -0.125, 0.125], [0.125, -0.125, 0.125]], + [[-0.125, -0.125, 0.125], [0.125, -0.125, 0.125]], + [[0.25, 0.0, 0.25], [0.25, 0.0, 0.25]], + [[0.125, 0.125, 0.125], [0.25, 0.0, 0.25], [0.25, 0.0, 0.25]], + [[-0.0, 0.0, 0.5], [0.25, -0.25, 0.25], [0.125, -0.125, 0.125]], + [[0.25, 0.0, 0.25], [-0.375, -0.375, 0.375], [-0.25, 0.25, 0.0], [-0.125, -0.125, 0.125]], + [[0.125, -0.125, 0.125], [0.25, 0.0, 0.25], [0.25, 0.0, 0.25]], + [[-0.25, -0.0, -0.25], [0.25, 0.0, 0.25], [0.25, 0.0, 0.25], [0.25, 0.0, 0.25]], + [[-0.0, 0.0, 0.5], [0.25, -0.25, 0.25], [0.125, -0.125, 0.125], [0.125, -0.125, 0.125]], + [[-0.25, 0.0, 0.25], [0.25, 0.0, -0.25], [-0.125, 0.125, 0.125]], + [[0.125, 0.125, 0.125], [0.25, 0.25, 0.25], [0.0, 0.0, 0.5]], + [[0.125, 0.125, 0.125], [0.125, 0.125, 0.125], [0.25, 0.25, 0.25], [0.0, 0.0, 0.5]], + [[-0.0, 0.0, 0.5], [0.0, 0.0, 0.5]], + [[0.0, 0.0, -0.5], [0.25, 0.25, -0.25], [-0.125, -0.125, 0.125]], + [[-0.25, -0.0, -0.25], [-0.375, 0.375, 0.375], [-0.25, -0.25, 0.0], [-0.125, 0.125, 0.125]], + [[-0.125, -0.125, 0.125], [-0.25, 0.0, 0.25], [0.25, 0.0, -0.25]], + [[-0.0, 0.0, 0.5], [-0.25, 0.25, 0.25], [-0.125, 0.125, 0.125]], + [[-0.25, 0.0, 0.25], [0.25, 0.0, -0.25]], + [[0.5, 0.0, 0.0], [-0.25, 0.25, -0.25], [0.125, -0.125, 0.125]], + [[-0.25, 0.0, -0.25], [0.375, -0.375, -0.375], [0.0, 0.25, -0.25], [-0.125, 0.125, 0.125]], + [[-0.25, 0.25, -0.25], [-0.25, 0.25, -0.25], [-0.125, 0.125, -0.125], [-0.125, 0.125, -0.125]], + [[-0.0, 0.5, 0.0], [-0.25, 0.25, -0.25], [0.125, -0.125, 0.125]], + [[0.5, 0.0, 0.0], [-0.25, -0.25, 0.25], [-0.125, -0.125, 0.125], [-0.125, -0.125, 0.125]], + [[-0.125, -0.125, 0.125], [-0.25, 0.0, 0.25], [-0.25, 0.0, 0.25]], + [[0.125, 0.125, 0.125], [-0.125, -0.125, 0.125], [-0.125, 0.125, 0.125]], + [[-0.125, -0.125, 0.125], [-0.125, 0.125, 0.125]], + [[0.375, -0.375, 0.375], [0.0, -0.25, -0.25], [-0.125, 0.125, -0.125], [0.25, 0.25, 0.0]], + [[0.0, -0.25, 0.25], [0.0, -0.25, 0.25], [-0.125, -0.125, 0.125]], + [[0.0, 0.0, 0.5], [0.25, -0.25, 0.25], [0.125, -0.125, 0.125]], + [[0.0, -0.25, 0.25], [0.0, -0.25, 0.25]], + [[-0.125, -0.125, 0.125], [-0.25, -0.25, 0.0], [0.25, 0.25, -0.0]], + [[-0.125, -0.125, 0.125], [-0.125, -0.125, 0.125]], + [[0.125, 0.125, 0.125], [-0.125, -0.125, 0.125]], + [[-0.125, -0.125, 0.125]], + [[-0.25, -0.25, 0.0], [-0.25, -0.25, 0.0]], + [[0.125, 0.125, 0.125], [-0.25, -0.25, 0.0], [-0.25, -0.25, 0.0]], + [[-0.25, -0.25, 0.0], [-0.25, -0.25, 0.0], [-0.125, -0.125, 0.125]], + [[-0.25, -0.25, 0.0], [-0.25, -0.25, 0.0], [-0.25, -0.25, 0.0], [0.25, 0.25, -0.0]], + [[0.0, 0.5, 0.0], [0.25, 0.25, -0.25], [-0.125, -0.125, 0.125]], + [[-0.375, 0.375, -0.375], [-0.25, -0.25, 0.0], [-0.125, 0.125, -0.125], [-0.25, 0.0, 0.25]], + [[0.0, 0.5, 0.0], [0.25, 0.25, -0.25], [-0.125, -0.125, 0.125], [-0.125, -0.125, 0.125]], + [[-0.125, 0.125, 0.125], [0.25, -0.25, 0.0], [-0.25, 0.25, 0.0]], + [[0.0, -0.5, 0.0], [-0.25, -0.25, -0.25], [-0.125, -0.125, -0.125]], + [[0.125, 0.125, 0.125], [0.0, -0.5, 0.0], [-0.25, -0.25, -0.25], [-0.125, -0.125, -0.125]], + [[-0.375, -0.375, -0.375], [-0.25, 0.0, 0.25], [-0.125, -0.125, -0.125], [-0.25, 0.25, 0.0]], + [[0.25, -0.25, 0.0], [-0.25, 0.25, 0.0], [0.125, -0.125, 0.125]], + [[0.0, 0.5, 0.0], [0.0, -0.5, 0.0]], + [[0.0, 0.5, 0.0], [0.125, -0.125, 0.125], [-0.25, 0.25, -0.25]], + [[0.0, 0.5, 0.0], [-0.25, 0.25, 0.25], [0.125, -0.125, -0.125]], + [[0.25, -0.25, 0.0], [-0.25, 0.25, 0.0]], + [[-0.5, 0.0, 0.0], [-0.25, -0.25, 0.25], [-0.125, -0.125, 0.125]], + [[0.0, 0.25, -0.25], [0.375, -0.375, -0.375], [-0.125, 0.125, 0.125], [0.25, 0.25, 0.0]], + [[0.5, 0.0, 0.0], [0.25, -0.25, 0.25], [-0.125, 0.125, -0.125], [0.125, -0.125, 0.125]], + [[0.125, -0.125, 0.125], [0.25, -0.25, 0.0], [0.25, -0.25, 0.0]], + [[0.25, 0.25, -0.25], [0.25, 0.25, -0.25], [0.125, 0.125, -0.125], [-0.125, -0.125, 0.125]], + [[-0.0, 0.0, 0.5], [-0.25, -0.25, 0.25], [-0.125, -0.125, 0.125]], + [[0.125, 0.125, 0.125], [0.125, -0.125, 0.125], [-0.125, 0.125, 0.125]], + [[-0.125, 0.125, 0.125], [0.125, -0.125, 0.125]], + [[-0.375, -0.375, 0.375], [-0.0, 0.25, 0.25], [0.125, 0.125, -0.125], [-0.25, -0.0, -0.25]], + [[0.0, -0.25, 0.25], [0.0, 0.25, -0.25], [0.125, -0.125, 0.125]], + [[0.125, -0.125, 0.125], [-0.25, -0.0, -0.25], [0.25, 0.0, 0.25]], + [[0.125, -0.125, 0.125], [0.125, -0.125, 0.125]], + [[0.0, -0.5, 0.0], [0.125, 0.125, -0.125], [0.25, 0.25, -0.25]], + [[0.0, -0.25, 0.25], [0.0, 0.25, -0.25]], + [[0.125, 0.125, 0.125], [0.125, -0.125, 0.125]], + [[0.125, -0.125, 0.125]], + [[-0.5, 0.0, 0.0], [-0.125, -0.125, -0.125], [-0.25, -0.25, -0.25]], + [[-0.5, 0.0, 0.0], [-0.125, -0.125, -0.125], [-0.25, -0.25, -0.25], [0.125, 0.125, 0.125]], + [[0.375, 0.375, 0.375], [0.0, 0.25, -0.25], [-0.125, -0.125, -0.125], [-0.25, 0.25, 0.0]], + [[0.125, -0.125, -0.125], [0.25, -0.25, 0.0], [0.25, -0.25, 0.0]], + [[0.125, 0.125, 0.125], [0.375, 0.375, 0.375], [0.0, -0.25, 0.25], [-0.25, 0.0, 0.25]], + [[-0.25, 0.0, 0.25], [-0.25, 0.0, 0.25], [0.125, -0.125, -0.125]], + [[0.0, -0.25, -0.25], [0.0, 0.25, 0.25], [-0.125, 0.125, 0.125]], + [[-0.125, 0.125, 0.125], [0.125, -0.125, -0.125]], + [[-0.125, -0.125, -0.125], [-0.25, -0.25, -0.25], [0.25, 0.25, 0.25], [0.125, 0.125, 0.125]], + [[-0.125, -0.125, 0.125], [0.125, -0.125, 0.125], [0.125, -0.125, -0.125]], + [[0.0, 0.0, -0.5], [0.25, 0.25, 0.25], [-0.125, -0.125, -0.125]], + [[0.125, -0.125, 0.125], [0.125, -0.125, -0.125]], + [[0.0, -0.5, 0.0], [0.25, 0.25, 0.25], [0.125, 0.125, 0.125]], + [[-0.125, -0.125, 0.125], [0.125, -0.125, -0.125]], + [[0.0, -0.25, -0.25], [0.0, 0.25, 0.25]], + [[0.125, -0.125, -0.125]], + [[0.5, 0.0, 0.0], [0.5, 0.0, 0.0]], + [[-0.5, 0.0, 0.0], [-0.25, 0.25, 0.25], [-0.125, 0.125, 0.125]], + [[0.5, 0.0, 0.0], [0.25, -0.25, 0.25], [-0.125, 0.125, -0.125]], + [[0.25, -0.25, 0.0], [0.25, -0.25, 0.0]], + [[0.5, 0.0, 0.0], [-0.25, -0.25, 0.25], [-0.125, -0.125, 0.125]], + [[-0.25, 0.0, 0.25], [-0.25, 0.0, 0.25]], + [[0.125, 0.125, 0.125], [-0.125, 0.125, 0.125]], + [[-0.125, 0.125, 0.125]], + [[0.5, 0.0, -0.0], [0.25, 0.25, 0.25], [0.125, 0.125, 0.125]], + [[0.125, -0.125, 0.125], [-0.125, -0.125, 0.125]], + [[-0.25, -0.0, -0.25], [0.25, 0.0, 0.25]], + [[0.125, -0.125, 0.125]], + [[-0.25, -0.25, 0.0], [0.25, 0.25, -0.0]], + [[-0.125, -0.125, 0.125]], + [[0.125, 0.125, 0.125]], + [[0, 0, 0]]] +# pylint: enable=line-too-long + + +def create_table_neighbour_code_to_surface_area(spacing_mm): + """Returns an array mapping neighbourhood code to the surface elements area. + + Note that the normals encode the initial surface area. This function computes + the area corresponding to the given `spacing_mm`. + + Args: + spacing_mm: 3-element list-like structure. Voxel spacing in x0, x1 and x2 + direction. + """ + # compute the area for all 256 possible surface elements + # (given a 2x2x2 neighbourhood) according to the spacing_mm + neighbour_code_to_surface_area = np.zeros([256]) + for code in range(256): + normals = np.array(_NEIGHBOUR_CODE_TO_NORMALS[code]) + sum_area = 0 + for normal_idx in range(normals.shape[0]): + # normal vector + n = np.zeros([3]) + n[0] = normals[normal_idx, 0] * spacing_mm[1] * spacing_mm[2] + n[1] = normals[normal_idx, 1] * spacing_mm[0] * spacing_mm[2] + n[2] = normals[normal_idx, 2] * spacing_mm[0] * spacing_mm[1] + area = np.linalg.norm(n) + sum_area += area + neighbour_code_to_surface_area[code] = sum_area + + return neighbour_code_to_surface_area + + +# In the neighbourhood, points are ordered: top left, top right, bottom left, +# bottom right. +ENCODE_NEIGHBOURHOOD_2D_KERNEL = np.array([[8, 4], [2, 1]]) + + +def create_table_neighbour_code_to_contour_length(spacing_mm): + """Returns an array mapping neighbourhood code to the contour length. + + For the list of possible cases and their figures, see page 38 from: + https://nccastaff.bournemouth.ac.uk/jmacey/MastersProjects/MSc14/06/thesis.pdf + + In 2D, each point has 4 neighbors. Thus, are 16 configurations. A + configuration is encoded with '1' meaning "inside the object" and '0' "outside + the object". The points are ordered: top left, top right, bottom left, bottom + right. + + The x0 axis is assumed vertical downward, and the x1 axis is horizontal to the + right: + (0, 0) --> (0, 1) + | + (1, 0) + + Args: + spacing_mm: 2-element list-like structure. Voxel spacing in x0 and x1 + directions. + """ + neighbour_code_to_contour_length = np.zeros([16]) + + vertical = spacing_mm[0] + horizontal = spacing_mm[1] + diag = 0.5 * math.sqrt(spacing_mm[0]**2 + spacing_mm[1]**2) + # pyformat: disable + neighbour_code_to_contour_length[int("00" + "01", 2)] = diag + + neighbour_code_to_contour_length[int("00" + "10", 2)] = diag + + neighbour_code_to_contour_length[int("00" + "11", 2)] = horizontal + + neighbour_code_to_contour_length[int("01" + "00", 2)] = diag + + neighbour_code_to_contour_length[int("01" + "01", 2)] = vertical + + neighbour_code_to_contour_length[int("01" + "10", 2)] = 2*diag + + neighbour_code_to_contour_length[int("01" + "11", 2)] = diag + + neighbour_code_to_contour_length[int("10" + "00", 2)] = diag + + neighbour_code_to_contour_length[int("10" + "01", 2)] = 2*diag + + neighbour_code_to_contour_length[int("10" + "10", 2)] = vertical + + neighbour_code_to_contour_length[int("10" + "11", 2)] = diag + + neighbour_code_to_contour_length[int("11" + "00", 2)] = horizontal + + neighbour_code_to_contour_length[int("11" + "01", 2)] = diag + + neighbour_code_to_contour_length[int("11" + "10", 2)] = diag + # pyformat: enable + + return neighbour_code_to_contour_length diff --git a/my_container_sandbox/workspace/difftumor/tumor_mask_access/networks/__init__.py b/my_container_sandbox/workspace/difftumor/tumor_mask_access/networks/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/my_container_sandbox/workspace/difftumor/tumor_mask_access/networks/__pycache__/__init__.cpython-38.pyc b/my_container_sandbox/workspace/difftumor/tumor_mask_access/networks/__pycache__/__init__.cpython-38.pyc new file mode 100644 index 0000000000000000000000000000000000000000..8bc28033877cab7aab115f1ef8b3829b48bd3149 Binary files /dev/null and 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b/my_container_sandbox/workspace/difftumor/tumor_mask_access/networks/__pycache__/vit.cpython-38.pyc differ diff --git a/my_container_sandbox/workspace/difftumor/tumor_mask_access/networks/mlp.py b/my_container_sandbox/workspace/difftumor/tumor_mask_access/networks/mlp.py new file mode 100644 index 0000000000000000000000000000000000000000..b108188605c40bb4f554a87fe0fcb265ab9cdfed --- /dev/null +++ b/my_container_sandbox/workspace/difftumor/tumor_mask_access/networks/mlp.py @@ -0,0 +1,51 @@ +# Copyright 2020 - 2021 MONAI Consortium +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import torch.nn as nn + + +class MLPBlock(nn.Module): + """ + A multi-layer perceptron block, based on: "Dosovitskiy et al., + An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale " + """ + + def __init__( + self, + hidden_size: int, + mlp_dim: int, + dropout_rate: float = 0.0, + ) -> None: + """ + Args: + hidden_size: dimension of hidden layer. + mlp_dim: dimension of feedforward layer. + dropout_rate: faction of the input units to drop. + + """ + + super().__init__() + + if not (0 <= dropout_rate <= 1): + raise AssertionError("dropout_rate should be between 0 and 1.") + + self.linear1 = nn.Linear(hidden_size, mlp_dim) + self.linear2 = nn.Linear(mlp_dim, hidden_size) + self.fn = nn.GELU() + self.drop1 = nn.Dropout(dropout_rate) + self.drop2 = nn.Dropout(dropout_rate) + + def forward(self, x): + x = self.fn(self.linear1(x)) + x = self.drop1(x) + x = self.linear2(x) + x = self.drop2(x) + return x diff --git a/my_container_sandbox/workspace/difftumor/tumor_mask_access/networks/selfattention.py b/my_container_sandbox/workspace/difftumor/tumor_mask_access/networks/selfattention.py new file mode 100644 index 0000000000000000000000000000000000000000..bd5bbfa0720fd2c40d5514ee4eee613115b6eb56 --- /dev/null +++ b/my_container_sandbox/workspace/difftumor/tumor_mask_access/networks/selfattention.py @@ -0,0 +1,68 @@ +# Copyright 2020 - 2021 MONAI Consortium +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import torch +import torch.nn as nn + +from monai.utils import optional_import + +einops, has_einops = optional_import("einops") + + +class SABlock(nn.Module): + """ + A self-attention block, based on: "Dosovitskiy et al., + An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale " + """ + + def __init__( + self, + hidden_size: int, + num_heads: int, + dropout_rate: float = 0.0, + ) -> None: + """ + Args: + hidden_size: dimension of hidden layer. + num_heads: number of attention heads. + dropout_rate: faction of the input units to drop. + + """ + + super().__init__() + + if not (0 <= dropout_rate <= 1): + raise AssertionError("dropout_rate should be between 0 and 1.") + + if hidden_size % num_heads != 0: + raise AssertionError("hidden size should be divisible by num_heads.") + + self.num_heads = num_heads + self.out_proj = nn.Linear(hidden_size, hidden_size) + self.qkv = nn.Linear(hidden_size, hidden_size * 3, bias=False) + self.drop_output = nn.Dropout(dropout_rate) + self.drop_weights = nn.Dropout(dropout_rate) + self.head_dim = hidden_size // num_heads + self.scale = self.head_dim ** -0.5 + if has_einops: + self.rearrange = einops.rearrange + else: + raise ValueError('"Requires einops.') + + def forward(self, x): + q, k, v = self.rearrange(self.qkv(x), "b h (qkv l d) -> qkv b l h d", qkv=3, l=self.num_heads) + att_mat = (torch.einsum("blxd,blyd->blxy", q, k) * self.scale).softmax(dim=-1) + att_mat = self.drop_weights(att_mat) + x = torch.einsum("bhxy,bhyd->bhxd", att_mat, v) + x = self.rearrange(x, "b h l d -> b l (h d)") + x = self.out_proj(x) + x = self.drop_output(x) + return x diff --git a/my_container_sandbox/workspace/difftumor/tumor_mask_access/networks/unetr.py b/my_container_sandbox/workspace/difftumor/tumor_mask_access/networks/unetr.py new file mode 100644 index 0000000000000000000000000000000000000000..65ade70ed1a247c4191c7a2f8c3e0a32c0b6d41a --- /dev/null +++ b/my_container_sandbox/workspace/difftumor/tumor_mask_access/networks/unetr.py @@ -0,0 +1,226 @@ +# Copyright 2020 - 2021 MONAI Consortium +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +from typing import Tuple, Union +import torch +import torch.nn as nn + +from monai.networks.blocks.dynunet_block import UnetOutBlock +from networks.unetr_block import UnetrBasicBlock, UnetrPrUpBlock, UnetrUpBlock +from networks.vit import ViT + + +class UNETR(nn.Module): + """ + UNETR based on: "Hatamizadeh et al., + UNETR: Transformers for 3D Medical Image Segmentation " + """ + + def __init__( + self, + in_channels: int, + out_channels: int, + img_size: Tuple[int, int, int], + feature_size: int = 16, + hidden_size: int = 768, + mlp_dim: int = 3072, + num_heads: int = 12, + pos_embed: str = "perceptron", + norm_name: Union[Tuple, str] = "instance", + conv_block: bool = False, + res_block: bool = True, + dropout_rate: float = 0.0, + ) -> None: + """ + Args: + in_channels: dimension of input channels. + out_channels: dimension of output channels. + img_size: dimension of input image. + feature_size: dimension of network feature size. + hidden_size: dimension of hidden layer. + mlp_dim: dimension of feedforward layer. + num_heads: number of attention heads. + pos_embed: position embedding layer type. + norm_name: feature normalization type and arguments. + conv_block: bool argument to determine if convolutional block is used. + res_block: bool argument to determine if residual block is used. + dropout_rate: faction of the input units to drop. + + Examples:: + + # for single channel input 4-channel output with patch size of (96,96,96), feature size of 32 and batch norm + >>> net = UNETR(in_channels=1, out_channels=4, img_size=(96,96,96), feature_size=32, norm_name='batch') + + # for 4-channel input 3-channel output with patch size of (128,128,128), conv position embedding and instance norm + >>> net = UNETR(in_channels=4, out_channels=3, img_size=(128,128,128), pos_embed='conv', norm_name='instance') + + """ + + super().__init__() + + if not (0 <= dropout_rate <= 1): + raise AssertionError("dropout_rate should be between 0 and 1.") + + if hidden_size % num_heads != 0: + raise AssertionError("hidden size should be divisible by num_heads.") + + if pos_embed not in ["conv", "perceptron"]: + raise KeyError(f"Position embedding layer of type {pos_embed} is not supported.") + + self.num_layers = 12 + self.patch_size = (16, 16, 16) + self.feat_size = ( + img_size[0] // self.patch_size[0], + img_size[1] // self.patch_size[1], + img_size[2] // self.patch_size[2], + ) + self.hidden_size = hidden_size + self.classification = False + self.vit = ViT( + in_channels=in_channels, + img_size=img_size, + patch_size=self.patch_size, + hidden_size=hidden_size, + mlp_dim=mlp_dim, + num_layers=self.num_layers, + num_heads=num_heads, + pos_embed=pos_embed, + classification=self.classification, + dropout_rate=dropout_rate, + ) + self.encoder1 = UnetrBasicBlock( + spatial_dims=3, + in_channels=in_channels, + out_channels=feature_size, + kernel_size=3, + stride=1, + norm_name=norm_name, + res_block=res_block, + ) + self.encoder2 = UnetrPrUpBlock( + spatial_dims=3, + in_channels=hidden_size, + out_channels=feature_size * 2, + num_layer=2, + kernel_size=3, + stride=1, + upsample_kernel_size=2, + norm_name=norm_name, + conv_block=conv_block, + res_block=res_block, + ) + self.encoder3 = UnetrPrUpBlock( + spatial_dims=3, + in_channels=hidden_size, + out_channels=feature_size * 4, + num_layer=1, + kernel_size=3, + stride=1, + upsample_kernel_size=2, + norm_name=norm_name, + conv_block=conv_block, + res_block=res_block, + ) + self.encoder4 = UnetrPrUpBlock( + spatial_dims=3, + in_channels=hidden_size, + out_channels=feature_size * 8, + num_layer=0, + kernel_size=3, + stride=1, + upsample_kernel_size=2, + norm_name=norm_name, + conv_block=conv_block, + res_block=res_block, + ) + self.decoder5 = UnetrUpBlock( + spatial_dims=3, + in_channels=hidden_size, + out_channels=feature_size * 8, + stride=1, + kernel_size=3, + upsample_kernel_size=2, + norm_name=norm_name, + res_block=res_block, + ) + self.decoder4 = UnetrUpBlock( + spatial_dims=3, + in_channels=feature_size * 8, + out_channels=feature_size * 4, + stride=1, + kernel_size=3, + upsample_kernel_size=2, + norm_name=norm_name, + res_block=res_block, + ) + self.decoder3 = UnetrUpBlock( + spatial_dims=3, + in_channels=feature_size * 4, + out_channels=feature_size * 2, + stride=1, + kernel_size=3, + upsample_kernel_size=2, + norm_name=norm_name, + res_block=res_block, + ) + self.decoder2 = UnetrUpBlock( + spatial_dims=3, + in_channels=feature_size * 2, + out_channels=feature_size, + stride=1, + kernel_size=3, + upsample_kernel_size=2, + norm_name=norm_name, + res_block=res_block, + ) + self.out = UnetOutBlock(spatial_dims=3, in_channels=feature_size, out_channels=out_channels) # type: ignore + + def proj_feat(self, x, hidden_size, feat_size): + x = x.view(x.size(0), feat_size[0], feat_size[1], feat_size[2], hidden_size) + x = x.permute(0, 4, 1, 2, 3).contiguous() + return x + + def load_from(self, weights): + with torch.no_grad(): + res_weight = weights + # copy weights from patch embedding + for i in weights['state_dict']: + print(i) + self.vit.patch_embedding.position_embeddings.copy_(weights['state_dict']['module.transformer.patch_embedding.position_embeddings_3d']) + self.vit.patch_embedding.cls_token.copy_(weights['state_dict']['module.transformer.patch_embedding.cls_token']) + self.vit.patch_embedding.patch_embeddings[1].weight.copy_(weights['state_dict']['module.transformer.patch_embedding.patch_embeddings.1.weight']) + self.vit.patch_embedding.patch_embeddings[1].bias.copy_(weights['state_dict']['module.transformer.patch_embedding.patch_embeddings.1.bias']) + + # copy weights from encoding blocks (default: num of blocks: 12) + for bname, block in self.vit.blocks.named_children(): + print(block) + block.loadFrom(weights, n_block=bname) + # last norm layer of transformer + self.vit.norm.weight.copy_(weights['state_dict']['module.transformer.norm.weight']) + self.vit.norm.bias.copy_(weights['state_dict']['module.transformer.norm.bias']) + + + def forward(self, x_in): + x, hidden_states_out = self.vit(x_in) + enc1 = self.encoder1(x_in) + x2 = hidden_states_out[3] + enc2 = self.encoder2(self.proj_feat(x2, self.hidden_size, self.feat_size)) + x3 = 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